Next-Generation IVD Market - A Global and Regional Analysis: Focus on Products, Type, Application, End User, and Regional Analysis - Analysis and Forecast, 2023-2033
Introduction of Next-Generation IVD
The next-generation IVD market was valued at $86.21 billion in 2022 and is expected to reach $152.62 billion by 2033, growing at a CAGR of 5.41% between 2023 and 2033. Next-generation in-vitro diagnostics (IVDs) refer to advanced and innovative technologies that are utilized for diagnostic testing outside the human body. These cutting-edge diagnostic tools represent a significant advancement in the field, offering enhanced accuracy, efficiency, and reliability in detecting and monitoring various diseases and conditions. Moreover, the next-generation IVD industry also faces challenges such as stringent regulations, industry consolidation, new healthcare reforms, and ever-changing demographics. However, despite these challenges, the advent of new technologies being used for diagnosis and innovations has the potential to invigorate the growth of the next-generation IVD market. Molecular diagnostics, genomics, and NGS are expected to be primary facilitators of this growth by providing new avenues for improved disease diagnosis, hence, redefining patient outcomes.
Market Introduction
The market for next-generation in-vitro diagnostics (IVD) holds considerable growth potential, driven by multiple factors. These include advancements in technology used for IVD, rising ageing population, a growing prevalence of chronic diseases, increasing demand for personalized medicine, and the need for more efficient diagnostic solutions. Further, global IVD market has exhibited consistent growth, and the introduction of next-generation IVD technologies is expected to further fuel market expansion. Market is projected to maintain a robust growth trajectory in the years ahead.
Industrial Impact
The industrial impact for growth in emerging countries, including developing nations, is substantial for next-generation in-vitro diagnostics (IVDs) market. These regions is experiencing a growing need for enhanced healthcare infrastructure, improved access to high-quality diagnostics, and the adoption of advanced technologies to address diseases effectively. This factor holds an opportunity for market to develop more in these countries. Further, the regulatory environment and reimbursement policies plays a crucial role in shaping the adoption and expansion of next-generation IVDs globally. Favourable regulations and reimbursement frameworks that facilitate the seamless integration of these technologies into routine healthcare practices can significantly boost market growth.
Market Segmentation:
Segmentation 1: by Type
The next-generation IVD market based on type is led by the core laboratories, with a 69.90% share in 2022. Core laboratory technologies in IVD encompass a range of analytical instruments and platforms used for centralized testing in laboratory settings. These technologies play a crucial role in clinical diagnostics and patient care. Core laboratory diagnostics include technologies such as immunoassay, hematology, and clinical chemistry, among others.
Segmentation 2: by Product
The next-generation IVD market based on product is led by consumables panels based on product, with a 69.94% share in 2022. Next-generation in-vitro diagnostics (NG-IVD) uses a various range of consumables that are instrumental in conducting sample testing and analysis for any experiment undertaken in the laboratories. These consumables are essential for ensuring the precise and effective implementation of IVD technologies. Consumables such as assay kits used for in-vitro diagnostics comprise of essential consumables that include reagents, chemicals, and materials necessary for specific diagnostic tests. These assay kits are designed to provide standardized components and protocols, ensuring consistent and reliable results.
Segmentation 3: by Application
As of 2022, the global next-generation IVD market (by application) was dominated by the oncology/cancer segment, holding a 34.95% market share, and is growing with a CAGR of 5.10%. Increasing prevalence of cancer cases across the globe and efforts by the diagnostics companies for carrying out treatment regimen for treating cancer is driving the market growth of this segment.
Segmentation 4: by End User
The next-generation IVD market by end user is led by hospitals and clinics, with a 44.14% share in 2022. Hospitals and clinics are the major end users for the next-generation IVD market. Apart from the central laboratory testing at hospitals, IVD is being increasingly adopted for the rapid and bed side analysis for various parameters. These are usually performed by the non-laboratory trained individuals such as nurses, paramedics, and physicians, among others. Hospitals and clinics rely extensively on next-generation in-vitro diagnostics (IVD) as an integral part of their daily functioning. These diagnostic tests play a vital role in ensuring accurate disease diagnosis, monitoring patient well-being, and informing treatment strategies. IVD is essential in various healthcare settings.
Segmentation 5: by Region
Recent Developments in the Global Next-Generation IVD Market
Market Demand Drivers:
Technological Advancements in Next-Generation In-Vitro Diagnostics Transforming Healthcare System: The field of in vitro diagnostics (IVD) has been transformed by ongoing technological advancements, including genomics, proteomics, and molecular diagnostics. These advancements, such as Next Generation Sequencing (NGS), digital PCR, and other pioneering techniques, have significantly enhanced the precision, sensitivity, and efficiency of diagnostic testing. Consequently, these improvements have played a vital role in stimulating the expansion of the Next-Generation IVD market.
Furthermore, IVD and advancements in the technology being used are having a profound impact on the healthcare system, revolutionizing medical diagnoses and the delivery of healthcare. Technological progress in IVD, including molecular diagnostics, genomics, and proteomics, has significantly boosted the precision and accuracy of diagnostic tests. This empowers healthcare professionals to make more dependable diagnoses, leading to targeted and appropriate treatment plans. IVD technologies generate vast amounts of data, which, when effectively analyzed and interpreted, can provide valuable insights for healthcare providers. Advanced analytics and machine learning algorithms can extract meaningful information from this data, supporting clinical decision-making, treatment selection, and population health management.
Technological advancements in next-generation IVD have given rise to portable and handheld devices that enable testing to be conducted remotely and at the point of care. This is particularly advantageous in resource-limited settings and remote areas where access to centralized laboratories is limited. Point-of-care testing delivers rapid results, enabling immediate clinical decision-making and timely interventions.
IVD technologies, such as wearable devices and home testing kits, enable remote monitoring of patients' health conditions. This permits continuous monitoring of chronic diseases and facilitates remote disease management. Patients can track their health parameters and transmit data to healthcare providers for timely interventions and adjustments to treatment plans. In conclusion, the ongoing technological advancements in in-vitro diagnostics are transforming the healthcare system by improving precision and accuracy, enabling early disease detection, supporting personalized medicine, facilitating remote and point-of-care testing, driving data-driven healthcare, enhancing workflow efficiency, and enabling remote monitoring and disease management. These advancements have the potential to enhance patient outcomes, optimize resource utilization, and reshape the delivery of healthcare services.
Rising Demand of POC testing Boosting Next-Generation In-Vitro Diagnostics Market: The healthcare industry is witnessing an increasing need for quick and convenient diagnostic testing directly at the point of care. Next-Generation in vitro diagnostics (IVD) technologies, including portable and handheld devices, have emerged to fulfill this demand. These advanced devices enable real-time testing at the site of care, leading to reduced turnaround times for results and facilitating immediate clinical decision-making. The demand for point-of-care (POC) testing in in vitro diagnostics (IVD) is on the rise, with an increasing number of healthcare providers adopting this approach.
POC testing refers to diagnostic tests performed at or near the patient's location, providing immediate results that can guide clinical decision-making. Several factors contribute to the growing demand for POC testing in next-generation IVD. The rising demand and increasing utilization of POC testing in in-vitro diagnostics are driven by the need for rapid diagnoses, improved patient management, convenience, accessibility, effectiveness in remote settings, infectious disease control, and the availability of advanced POC testing devices. This trend is expected to continue as technology continues to advance, enabling more efficient and accurate testing at the point of care.
Growing Incidence of Chronic and Acute Diseases Demanding for Early Treatment: Next-Generation IVD technologies enable the early identification of diseases, even before symptoms become apparent. This early detection allows for timely interventions, resulting in improved patient outcomes and potentially reduced treatment costs. Screening tests for conditions like cancer, infectious diseases, and genetic disorders are increasingly sensitive and specific, facilitating early intervention and preventive measures. Next-Generation In-vitro Diagnostics (IVDs) are highly beneficial in monitoring the efficacy of treatments and making necessary adjustments to therapies. They enable the evaluation of treatment response, drug levels, and the development of drug resistance, enabling personalized and precise therapeutic interventions. According to the published article in PubMed in American College of Rheumatology in 2020, approximately half of the population in the United States is affected by chronic diseases, which has led to an epidemic. Moreover, a significant 86% of healthcare expenses can be attributed to these chronic conditions. Unfortunately, the medical profession and its leaders have not adequately acknowledged or addressed the increasing prevalence of chronic diseases.
Boost in the Next-Generation IVD Market during COVID-19 Pandemic: The COVID-19 pandemic had a substantial impact on the field of in vitro diagnostics (IVD), leading to the accelerated development and adoption of next-generation IVD technologies. Heightened demand for diagnostic testing during the pandemic created an urgent requirement for precise and rapid diagnostic tests for COVID-19. This demand has driven the innovation of advanced next-generation IVD technologies, such as nucleic acid-based tests such as PCR and RT-PCR, which have played a crucial role in detecting the SARS-CoV-2 virus.
Furthermore, the need for quick testing in diverse settings, including hospitals, clinics, and non-medical facilities, has spurred the development of next-generation point-of-care testing devices. These devices enable swift and accurate testing at the location where patients are receiving care, reducing the time taken to obtain test results and facilitating prompt decision-making. Pandemic has underscored the significance of molecular diagnostics in the detection and monitoring of infectious diseases. Next-generation molecular diagnostic technologies, such as high-throughput sequencing, digital PCR, and CRISPR-based diagnostics, have witnessed substantial advancements and found applications in COVID-19 testing. These technologies offer enhanced sensitivity, specificity, and the ability to detect multiple targets simultaneously.
Market Challenges:
Regulatory Hurdles Related to Next-Generation IVD Technologies: The development, adoption, and implementation of next-generation in vitro diagnostics (IVD) encounter various challenges. Securing regulatory approvals and adhering to rigorous regulations present significant hurdles for these advanced IVD technologies. The intricate nature of these technologies, particularly those incorporating novel platforms or innovative biomarkers, often necessitates additional validation studies and regulatory procedures to ensure their efficacy and safety are thoroughly established.
Under the In Vitro Diagnostic Regulation (IVDR), manufacturers will face increased requirements and stricter oversight from notified bodies, resulting in additional costs to successfully market IVD products in compliance with the new regulations. Manufacturers have to carefully assess and streamline their IVD portfolios, which may lead to limitations on the availability of certain assays or product types for a temporary period.
Poor Reimbursement Scenario: The manufacturers of in-vitro diagnostics tests face specific challenges to boost payers to cover in-vitro diagnostics tests and to set payment rates that comply with the cost required to perform such tests. In-vitro diagnostics tests and kits have been recognized as an integral part of medical care and are currently reimbursed by a number of federal and private sector health care insurers. However, the reimbursement rates are non-specific for any particular IVD test. They vary significantly with different reimbursing agencies. While the policies for coding, billing, and payment for IVD tests/kits remain similar to pharmaceutical drugs and medical devices, these policies are indistinct in nature and vary from payer to payer.
Market Opportunities:
Rising Number of Next-Generation IVD Companies involved in Business Expansion: The expanding business of next-generation vitro diagnostics (IVD) market can be attributed to the escalating prevalence of chronic diseases and infectious conditions. In the present economic situation, there has been a noticeable increase in chronic ailments like diabetes, cancer, heart disease, and tuberculosis. The utilization of next-generation in vitro diagnostics (IVD) technologies holds promise for the early identification of diseases, facilitating timely interventions and preventive actions. Next-generation IVD technologies are instrumental in the early detection, monitoring, and management of these ailments which is helping companies to expand their IVD business.
Inclination of Emerging Companies Towards Next-Generation In-vitro Diagnostics: Emerging companies within the in vitro diagnostics (IVD) sector are placing their focus on several key areas to drive innovation and advancements in the field. emerging companies in the IVD sector are dedicated to technological innovation, personalized medicine, digital health integration, point-of-care testing, novel biomarker development, and harnessing the potential of data analytics and artificial intelligence (AI). Their collective efforts are directed towards advancing next-generation IVD technologies to transform disease diagnosis, monitoring, and management.
How Can This Report Add Value to an Organization?
Product/Innovation Strategy: The global next-generation IVD market has been extensively segmented on the basis of various categories, such as product, type, application, end user, and region. This can help readers get a clear overview of which segments account for the largest share and which ones are well-positioned to grow in the coming years.
Growth/Marketing Strategy: Synergistic activities, product launches, and approvals accounted for the maximum number of key developments, i.e., nearly 80% of the total developments in the global next-generation IVD market were between January 2021 to June 2023.
Competitive Strategy: The global next-generation IVD market has numerous startups paving their way into manufacturing kits, panels, assays, and instruments and entering the market. Key players in the global next-generation IVD market analyzed and profiled in the study involve established players that offer various kinds of disease-specific panels and multiplex instruments.
Key Market Players and Competition Synopsis
The companies that are profiled have been selected based on inputs gathered from primary experts and analyzing company coverage, product portfolio, and market penetration.
The top next-generation IVD market type segment players who are leading capture around 69.90% of the presence in the market. Players in other industries, such as POC testing, and molecular diagnostics, account for approximately 12.24% and 17.86% of the presence in the market.
Key Companies Profiled:
The next-generation IVD market was valued at $86.21 billion in 2022 and is expected to reach $152.62 billion by 2033, growing at a CAGR of 5.41% between 2023 and 2033. Next-generation in-vitro diagnostics (IVDs) refer to advanced and innovative technologies that are utilized for diagnostic testing outside the human body. These cutting-edge diagnostic tools represent a significant advancement in the field, offering enhanced accuracy, efficiency, and reliability in detecting and monitoring various diseases and conditions. Moreover, the next-generation IVD industry also faces challenges such as stringent regulations, industry consolidation, new healthcare reforms, and ever-changing demographics. However, despite these challenges, the advent of new technologies being used for diagnosis and innovations has the potential to invigorate the growth of the next-generation IVD market. Molecular diagnostics, genomics, and NGS are expected to be primary facilitators of this growth by providing new avenues for improved disease diagnosis, hence, redefining patient outcomes.
Market Introduction
The market for next-generation in-vitro diagnostics (IVD) holds considerable growth potential, driven by multiple factors. These include advancements in technology used for IVD, rising ageing population, a growing prevalence of chronic diseases, increasing demand for personalized medicine, and the need for more efficient diagnostic solutions. Further, global IVD market has exhibited consistent growth, and the introduction of next-generation IVD technologies is expected to further fuel market expansion. Market is projected to maintain a robust growth trajectory in the years ahead.
Industrial Impact
The industrial impact for growth in emerging countries, including developing nations, is substantial for next-generation in-vitro diagnostics (IVDs) market. These regions is experiencing a growing need for enhanced healthcare infrastructure, improved access to high-quality diagnostics, and the adoption of advanced technologies to address diseases effectively. This factor holds an opportunity for market to develop more in these countries. Further, the regulatory environment and reimbursement policies plays a crucial role in shaping the adoption and expansion of next-generation IVDs globally. Favourable regulations and reimbursement frameworks that facilitate the seamless integration of these technologies into routine healthcare practices can significantly boost market growth.
Market Segmentation:
Segmentation 1: by Type
- Core Laboratory Diagnostics
- POC Testing
- Molecular Diagnostics
The next-generation IVD market based on type is led by the core laboratories, with a 69.90% share in 2022. Core laboratory technologies in IVD encompass a range of analytical instruments and platforms used for centralized testing in laboratory settings. These technologies play a crucial role in clinical diagnostics and patient care. Core laboratory diagnostics include technologies such as immunoassay, hematology, and clinical chemistry, among others.
Segmentation 2: by Product
- Consumables
- Instruments
- Software
The next-generation IVD market based on product is led by consumables panels based on product, with a 69.94% share in 2022. Next-generation in-vitro diagnostics (NG-IVD) uses a various range of consumables that are instrumental in conducting sample testing and analysis for any experiment undertaken in the laboratories. These consumables are essential for ensuring the precise and effective implementation of IVD technologies. Consumables such as assay kits used for in-vitro diagnostics comprise of essential consumables that include reagents, chemicals, and materials necessary for specific diagnostic tests. These assay kits are designed to provide standardized components and protocols, ensuring consistent and reliable results.
Segmentation 3: by Application
- Oncology/Cancer
- Infectious Diseases
- Diabetes
- Cardiology
- Other Applications
As of 2022, the global next-generation IVD market (by application) was dominated by the oncology/cancer segment, holding a 34.95% market share, and is growing with a CAGR of 5.10%. Increasing prevalence of cancer cases across the globe and efforts by the diagnostics companies for carrying out treatment regimen for treating cancer is driving the market growth of this segment.
Segmentation 4: by End User
- Hospitals and Clinics
- Diagnostic Laboratories
- Academic and Research Institutions
- Other End Users
The next-generation IVD market by end user is led by hospitals and clinics, with a 44.14% share in 2022. Hospitals and clinics are the major end users for the next-generation IVD market. Apart from the central laboratory testing at hospitals, IVD is being increasingly adopted for the rapid and bed side analysis for various parameters. These are usually performed by the non-laboratory trained individuals such as nurses, paramedics, and physicians, among others. Hospitals and clinics rely extensively on next-generation in-vitro diagnostics (IVD) as an integral part of their daily functioning. These diagnostic tests play a vital role in ensuring accurate disease diagnosis, monitoring patient well-being, and informing treatment strategies. IVD is essential in various healthcare settings.
Segmentation 5: by Region
- North America - U.S., Canada
- Europe - Germany, U.K., France, Italy, Spain, and Rest-of-Europe
- Asia-Pacific - Japan, India, China, South Korea, Australia, and Rest-of-Asia-Pacific
- Latin America - Brazil, Mexico, and Rest-of-Latin America
- Middle East and Africa
Recent Developments in the Global Next-Generation IVD Market
- In June 2023, BD launched a new automated instrument i.e. BD-FACSLyric-Duet that prepares samples for clinical diagnostics using flow cytometry. The system leverages liquid-handling robotics to automate the entire sample preparation process, for both in-vitro diagnostics (IVD) and user-defined test.
- In April 2023, Thermo Fisher Scientific launched its 37 CE-IVD-marked broad PCR Test menu.
- In January 2023, Tempus company received the FDA approval for Premarket Approval (PMA) application for its xT CDx which is a companion diagnostic test. xT CDx is a 648-gene NGS test for solid tumor profiling, which includes companion diagnostic and microsatellite instability status claims for colorectal cancer patients.
- In January 2023, QIAGEN N.V. launched the EZ2 Connect MDx IVD platform for automated sampling in diagnostic laboratories. The company provides this platform. The platform holds a high degree of automation and enables laboratories to DNA and RNA purification from up to 24 samples in 30 minutes.
- In June 2023, BD commercially launched a new automated instrument that prepares samples for clinical diagnostics using flow cytometry. The company enables a workflow solution designed to improve reproducibility and standardization in cellular diagnostics.
- In May 2023, Beckman Coulter unveiled the DxI 9000 Access Immunoassay Analyzer, a next-generation analyzer for the most productive immunoassay analyzer per footprint. The DxI 9000 Analyzer can run up to 215 tests per hour per square meter (tests/hr/m2).
- In June 2023, Invivoscribe, Inc. partnered with Complete Genomics to commercialize and develop biomarker tests for oncology research. The partnership uses NGS platforms from Complete Genomics to develop new tests.
- In June 2023, QIAGEN N.V. and Sysmex formed an alliance to foster collaborations with pharmaceutical companies for the drug treatments for cancer and also promote ultra-sensitive liquid biopsy companion diagnostics adoption.
- In April 2023, bioMйrieux SA and Oxford Nanopore entered into a partnership to develop diagnostic solutions. The partnership was focused on providing access to nanopore-based clinical research and IVD solutions.
- In April 2023, ALPCO-GeneProof and Thermo Fisher Scientific, Inc. partnered to bring TaqPath Menu GeneProof PCR kits into the market. The partnership helped to bring ALPCO-GeneProof’s expertise in molecular diagnostics with Thermo Fisher’s supply chain and support systems.
Market Demand Drivers:
Technological Advancements in Next-Generation In-Vitro Diagnostics Transforming Healthcare System: The field of in vitro diagnostics (IVD) has been transformed by ongoing technological advancements, including genomics, proteomics, and molecular diagnostics. These advancements, such as Next Generation Sequencing (NGS), digital PCR, and other pioneering techniques, have significantly enhanced the precision, sensitivity, and efficiency of diagnostic testing. Consequently, these improvements have played a vital role in stimulating the expansion of the Next-Generation IVD market.
Furthermore, IVD and advancements in the technology being used are having a profound impact on the healthcare system, revolutionizing medical diagnoses and the delivery of healthcare. Technological progress in IVD, including molecular diagnostics, genomics, and proteomics, has significantly boosted the precision and accuracy of diagnostic tests. This empowers healthcare professionals to make more dependable diagnoses, leading to targeted and appropriate treatment plans. IVD technologies generate vast amounts of data, which, when effectively analyzed and interpreted, can provide valuable insights for healthcare providers. Advanced analytics and machine learning algorithms can extract meaningful information from this data, supporting clinical decision-making, treatment selection, and population health management.
Technological advancements in next-generation IVD have given rise to portable and handheld devices that enable testing to be conducted remotely and at the point of care. This is particularly advantageous in resource-limited settings and remote areas where access to centralized laboratories is limited. Point-of-care testing delivers rapid results, enabling immediate clinical decision-making and timely interventions.
IVD technologies, such as wearable devices and home testing kits, enable remote monitoring of patients' health conditions. This permits continuous monitoring of chronic diseases and facilitates remote disease management. Patients can track their health parameters and transmit data to healthcare providers for timely interventions and adjustments to treatment plans. In conclusion, the ongoing technological advancements in in-vitro diagnostics are transforming the healthcare system by improving precision and accuracy, enabling early disease detection, supporting personalized medicine, facilitating remote and point-of-care testing, driving data-driven healthcare, enhancing workflow efficiency, and enabling remote monitoring and disease management. These advancements have the potential to enhance patient outcomes, optimize resource utilization, and reshape the delivery of healthcare services.
Rising Demand of POC testing Boosting Next-Generation In-Vitro Diagnostics Market: The healthcare industry is witnessing an increasing need for quick and convenient diagnostic testing directly at the point of care. Next-Generation in vitro diagnostics (IVD) technologies, including portable and handheld devices, have emerged to fulfill this demand. These advanced devices enable real-time testing at the site of care, leading to reduced turnaround times for results and facilitating immediate clinical decision-making. The demand for point-of-care (POC) testing in in vitro diagnostics (IVD) is on the rise, with an increasing number of healthcare providers adopting this approach.
POC testing refers to diagnostic tests performed at or near the patient's location, providing immediate results that can guide clinical decision-making. Several factors contribute to the growing demand for POC testing in next-generation IVD. The rising demand and increasing utilization of POC testing in in-vitro diagnostics are driven by the need for rapid diagnoses, improved patient management, convenience, accessibility, effectiveness in remote settings, infectious disease control, and the availability of advanced POC testing devices. This trend is expected to continue as technology continues to advance, enabling more efficient and accurate testing at the point of care.
Growing Incidence of Chronic and Acute Diseases Demanding for Early Treatment: Next-Generation IVD technologies enable the early identification of diseases, even before symptoms become apparent. This early detection allows for timely interventions, resulting in improved patient outcomes and potentially reduced treatment costs. Screening tests for conditions like cancer, infectious diseases, and genetic disorders are increasingly sensitive and specific, facilitating early intervention and preventive measures. Next-Generation In-vitro Diagnostics (IVDs) are highly beneficial in monitoring the efficacy of treatments and making necessary adjustments to therapies. They enable the evaluation of treatment response, drug levels, and the development of drug resistance, enabling personalized and precise therapeutic interventions. According to the published article in PubMed in American College of Rheumatology in 2020, approximately half of the population in the United States is affected by chronic diseases, which has led to an epidemic. Moreover, a significant 86% of healthcare expenses can be attributed to these chronic conditions. Unfortunately, the medical profession and its leaders have not adequately acknowledged or addressed the increasing prevalence of chronic diseases.
Boost in the Next-Generation IVD Market during COVID-19 Pandemic: The COVID-19 pandemic had a substantial impact on the field of in vitro diagnostics (IVD), leading to the accelerated development and adoption of next-generation IVD technologies. Heightened demand for diagnostic testing during the pandemic created an urgent requirement for precise and rapid diagnostic tests for COVID-19. This demand has driven the innovation of advanced next-generation IVD technologies, such as nucleic acid-based tests such as PCR and RT-PCR, which have played a crucial role in detecting the SARS-CoV-2 virus.
Furthermore, the need for quick testing in diverse settings, including hospitals, clinics, and non-medical facilities, has spurred the development of next-generation point-of-care testing devices. These devices enable swift and accurate testing at the location where patients are receiving care, reducing the time taken to obtain test results and facilitating prompt decision-making. Pandemic has underscored the significance of molecular diagnostics in the detection and monitoring of infectious diseases. Next-generation molecular diagnostic technologies, such as high-throughput sequencing, digital PCR, and CRISPR-based diagnostics, have witnessed substantial advancements and found applications in COVID-19 testing. These technologies offer enhanced sensitivity, specificity, and the ability to detect multiple targets simultaneously.
Market Challenges:
Regulatory Hurdles Related to Next-Generation IVD Technologies: The development, adoption, and implementation of next-generation in vitro diagnostics (IVD) encounter various challenges. Securing regulatory approvals and adhering to rigorous regulations present significant hurdles for these advanced IVD technologies. The intricate nature of these technologies, particularly those incorporating novel platforms or innovative biomarkers, often necessitates additional validation studies and regulatory procedures to ensure their efficacy and safety are thoroughly established.
Under the In Vitro Diagnostic Regulation (IVDR), manufacturers will face increased requirements and stricter oversight from notified bodies, resulting in additional costs to successfully market IVD products in compliance with the new regulations. Manufacturers have to carefully assess and streamline their IVD portfolios, which may lead to limitations on the availability of certain assays or product types for a temporary period.
Poor Reimbursement Scenario: The manufacturers of in-vitro diagnostics tests face specific challenges to boost payers to cover in-vitro diagnostics tests and to set payment rates that comply with the cost required to perform such tests. In-vitro diagnostics tests and kits have been recognized as an integral part of medical care and are currently reimbursed by a number of federal and private sector health care insurers. However, the reimbursement rates are non-specific for any particular IVD test. They vary significantly with different reimbursing agencies. While the policies for coding, billing, and payment for IVD tests/kits remain similar to pharmaceutical drugs and medical devices, these policies are indistinct in nature and vary from payer to payer.
Market Opportunities:
Rising Number of Next-Generation IVD Companies involved in Business Expansion: The expanding business of next-generation vitro diagnostics (IVD) market can be attributed to the escalating prevalence of chronic diseases and infectious conditions. In the present economic situation, there has been a noticeable increase in chronic ailments like diabetes, cancer, heart disease, and tuberculosis. The utilization of next-generation in vitro diagnostics (IVD) technologies holds promise for the early identification of diseases, facilitating timely interventions and preventive actions. Next-generation IVD technologies are instrumental in the early detection, monitoring, and management of these ailments which is helping companies to expand their IVD business.
Inclination of Emerging Companies Towards Next-Generation In-vitro Diagnostics: Emerging companies within the in vitro diagnostics (IVD) sector are placing their focus on several key areas to drive innovation and advancements in the field. emerging companies in the IVD sector are dedicated to technological innovation, personalized medicine, digital health integration, point-of-care testing, novel biomarker development, and harnessing the potential of data analytics and artificial intelligence (AI). Their collective efforts are directed towards advancing next-generation IVD technologies to transform disease diagnosis, monitoring, and management.
How Can This Report Add Value to an Organization?
Product/Innovation Strategy: The global next-generation IVD market has been extensively segmented on the basis of various categories, such as product, type, application, end user, and region. This can help readers get a clear overview of which segments account for the largest share and which ones are well-positioned to grow in the coming years.
Growth/Marketing Strategy: Synergistic activities, product launches, and approvals accounted for the maximum number of key developments, i.e., nearly 80% of the total developments in the global next-generation IVD market were between January 2021 to June 2023.
Competitive Strategy: The global next-generation IVD market has numerous startups paving their way into manufacturing kits, panels, assays, and instruments and entering the market. Key players in the global next-generation IVD market analyzed and profiled in the study involve established players that offer various kinds of disease-specific panels and multiplex instruments.
Key Market Players and Competition Synopsis
The companies that are profiled have been selected based on inputs gathered from primary experts and analyzing company coverage, product portfolio, and market penetration.
The top next-generation IVD market type segment players who are leading capture around 69.90% of the presence in the market. Players in other industries, such as POC testing, and molecular diagnostics, account for approximately 12.24% and 17.86% of the presence in the market.
Key Companies Profiled:
- Abbott Laboratories
- Agilent Technologies, Inc.
- Becton, Dickinson and Company
- bioMйrieux SA (BioFire Diagnostics)
- Bio-Rad Laboratories, Inc.
- Danaher Corporation
- F. Hoffmann-La Roche Ltd. (Roche Molecular Systems, Inc.)
- Guardant Health
- Illumina, Inc.
- Invivoscribe, Inc.
- PerkinElmer Inc.
- QIAGEN N.V.
- Quest Diagnostics Incorporated
- Sysmex Corporation
- Laboratory Corporation of America Holdings.
- Myriad Genetics, Inc.
- Siemens Healthineers AG
- Tempus
- Thermo Fisher Scientific Inc.
1 MARKETS
1.1 Industry Outlook
1.1.1 Market Definition
1.1.2 Trends: Current and Future
1.1.2.1 Increasing Requirement for Crop Yield
1.1.2.2 Increasing Demand to Combat Climate Change
1.1.3 Impact of Key Enabling Technologies on Farming Ecosystem
1.1.3.1 Sensing Technology and IoT
1.1.3.2 Artificial Intelligence and Analytics
1.1.3.3 GNSS
1.1.3.4 Smart Machinery
1.1.3.4.1 Drones
1.1.3.4.2 Robots
1.1.3.4.3 Autonomous Tractors
1.1.4 Ecosystem/Ongoing Programs
1.1.4.1 Consortiums and Associations
1.1.4.2 Regulatory Bodies
1.1.4.3 Government Programs
1.1.5 Agriculture Drone Market
1.1.6 Agriculture Robot Market
1.2 Business Dynamics
1.2.1 Business Drivers
1.2.1.1 Increasing Demand for Global Food Production
1.2.1.2 Need for Automation of Workforce in Agriculture
1.2.1.3 Surging Investment and Support in Climate-Smart Agriculture Practices
1.2.1.4 Need for Input Optimization in Agriculture
1.2.2 Business Challenges
1.2.2.1 High Initial Investment
1.2.2.2 Threat to Data Security and Privacy
1.2.2.3 Lack of Awareness and IT Infrastructure in Developing Regions
1.2.3 Market Strategies and Developments
1.2.3.1 Business Strategies
1.2.3.1.1 Product Developments and Innovations
1.2.3.1.2 Market Developments
1.2.3.2 Corporate Strategies
1.2.3.2.1 Mergers and Acquisitions
1.2.3.2.2 Partnerships, Collaborations, and Joint Ventures
1.2.3.3 Others
1.2.4 Business Opportunities
1.2.4.1 Integration of Emerging Technologies with Existing Practices
1.2.4.2 Scope of Growth in Asia-Pacific and Japan
1.2.4.3 Integral Offerings with Horizontal Integration in Farming
1.2.4.4 Growth in 5G Network for Remote Monitoring
1.2.4.5 Increasing Adoption of Modern Technologies in Agriculture
1.3 Startup Landscape
1.3.1 Key Startups in the Ecosystem
1.3.2 Funding Analysis
1.3.2.1 Total Investments and Number of Funding Deals
1.3.2.2 Top Funding Deals by the Startups
1.3.2.3 Funding Analysis by Country
1.3.2.4 Top Investors
1.3.3 Future Investment Trends in the Global Precision Agriculture Startup Ecosystem s
1.4 Impact of COVID-19 on the Global Precision Agriculture Market
1.5 Impact of Russia-Ukraine Crisis on the Global Precision Agriculture Market
2 APPLICATION
2.1 Global Precision Agriculture Market (by Application)
2.1.1 Field Monitoring
2.1.2 Crop Forecasting
2.1.3 Precision Planting
2.1.4 Precision Spraying
2.1.5 Precision Fertilization
2.1.6 Precision Irrigation
2.1.7 Farm Management
2.1.8 Others
2.2 Demand Analysis of the Global Precision Agriculture Market (by Application)
2.3 Precision Agriculture Market (by Function)
2.3.1 Farm Management
2.3.2 Field Management
2.3.3 Fleet Management
2.4 Demand Analysis of the Global Precision Agriculture Market (by Function)
2.5 Global Precision Agriculture Market (by Farm Produce)
2.5.1 Field Crops
2.5.1.1 Cereals
2.5.1.2 Oil Crops
2.5.1.3 Roots, Tubers, and Plantains
2.5.1.4 Industrial Crops
2.5.1.5 Others
2.5.2 Permanent Crops
2.5.2.1 Fruits
2.5.2.2 Vegetables
2.5.2.3 Nuts
2.5.2.4 Others
2.5.3 Other Farm Produce Types
2.6 Demand Analysis of the Global Precision Agriculture Market (by Farm Produce)
3 PRODUCT
3.1 Precision Agriculture Market (by Technology)
3.1.1 Guidance Technology
3.1.2 Sensing Technology
3.1.3 Variable Rate Application Technology
3.1.4 Data Analytics and Intelligence
3.1.5 Others
3.2 Demand Analysis of the Global Precision Agriculture Market (by Technology)
3.3 Precision Agriculture Market (by Product)
3.3.1 Hardware Systems
3.3.1.1 Automation and Control Systems
3.3.1.1.1 Displays or Yield Monitors
3.3.1.1.2 Flow and Application Rate Control Valves
3.3.1.1.3 Handheld Computers/Mobile Devices
3.3.1.2 Sensing and Navigation Systems
3.3.1.2.1 Sensing Systems
3.3.1.2.2 Global Positioning System (GPS)/ Global Navigation Satellite System (GNSS)
3.3.1.2.3 Guidance and Steering Systems
3.3.1.3 Indoor Farming Equipment
3.3.1.3.1 Climate Control Systems
3.3.1.3.2 LED Grow Lights
3.3.1.3.3 Others
3.3.2 Software
3.3.2.1 Farm Operation Management Software
3.3.2.2 Hardware Control Application Software
3.3.2.3 Data and Predictive Analytics Software
3.3.3 Support Services
3.3.3.1 Integration and Deployment
3.3.3.2 Maintenance and Repair
3.3.3.3 Other Services
3.4 Demand Analysis of the Global Precision Agriculture Market (by Product)
3.5 Patent Analysis
3.5.1 Patent Analysis (by Objective)
3.5.1.1 Patent Analysis (by Application)
3.5.1.2 Patent Analysis (by Technology)
3.5.1.3 Patent Analysis (by Key Enabling Technologies)
3.5.2 Patent Analysis (by Organization)
3.5.3 Patent Analysis (by Patent Office)
3.6 Value Chain Analysis
4 REGION
4.1 North America
4.1.1 Market
4.1.1.1 Buyer Attributes
4.1.1.2 Key Providers in North America
4.1.1.3 Business Challenges
4.1.1.4 Business Drivers
4.1.2 Application
4.1.2.1 North America Precision Agriculture Market (by Application), $Million, 2021-2027
4.1.2.2 North America Precision Agriculture Market (by Function), $Million, 2021-2027
4.1.2.3 North America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.1.3 Product
4.1.3.1 North America Precision Agriculture Market (by Technology), $Million, 2021-2027
4.1.3.2 North America Precision Agriculture Market (by Product), $Million, 2021-2027
4.1.3.3 North America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.1.3.4 North America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.1.3.5 North America Precision Agriculture Market (by Software), $Million, 2021-2027
4.1.4 North America (by Country)
4.1.4.1 U.S.
4.1.4.1.1 Market
4.1.4.1.1.1 Buyer Attributes
4.1.4.1.1.2 Business Challenges
4.1.4.1.1.3 Business Drivers
4.1.4.1.2 Application
4.1.4.1.2.1 U.S. Precision Agriculture Market (by Application), $Million, 2021-2027
4.1.4.1.2.2 U.S. Precision Agriculture Market (by Function), $Million, 2021-2027
4.1.4.1.2.3 U.S. Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.1.4.1.3 Product
4.1.4.1.3.1 U.S. Precision Agriculture Market (by Technology), $Million, 2021-2027
4.1.4.1.3.2 U.S. Precision Agriculture Market (by Product), $Million, 2021-2027
4.1.4.1.3.3 U.S. Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.1.4.1.3.4 U.S. Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.1.4.1.3.5 U.S. Precision Agriculture Market (by Software), $Million, 2021-2027
4.1.4.2 Canada
4.1.4.2.1 Market
4.1.4.2.1.1 Buyer Attributes
4.1.4.2.1.2 Business Challenges
4.1.4.2.1.3 Business Drivers
4.1.4.2.2 Application
4.1.4.2.2.1 Canada Precision Agriculture Market (by Application), $Million, 2021-2027
4.1.4.2.2.2 Canada Precision Agriculture Market (by Function), $Million, 2021-2027
4.1.4.2.2.3 Canada Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.1.4.2.3 Product
4.1.4.2.3.1 Canada Precision Agriculture Market (by Technology), $Million, 2021-2027
4.1.4.2.3.2 Canada Precision Agriculture Market (by Product), $Million, 2021-2027
4.1.4.2.3.3 Canada Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.1.4.2.3.4 Canada Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.1.4.2.3.5 Canada Precision Agriculture Market (by Software), $Million, 2021-2027
4.2 South America
4.2.1 Market
4.2.1.1 Buyer Attributes
4.2.1.2 Key Providers in South America
4.2.1.3 Business Challenges
4.2.1.4 Business Drivers
4.2.2 Application
4.2.2.1 South America Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.2.2 South America Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.2.3 South America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.3 Product
4.2.3.1 South America Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.3.2 South America Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.3.3 South America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.3.4 South America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.3.5 South America Precision Agriculture Market (by Software), $Million, 2021-2027
4.2.4 South America (by Country)
4.2.4.1 Brazil
4.2.4.1.1 Market
4.2.4.1.1.1 Buyer Attributes
4.2.4.1.1.2 Business Challenges
4.2.4.1.1.3 Business Drivers
4.2.4.1.2 Application
4.2.4.1.2.1 Brazil Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.4.1.2.2 Brazil Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.4.1.2.3 Brazil Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.4.1.3 Product
4.2.4.1.3.1 Brazil Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.4.1.3.2 Brazil Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.4.1.3.3 Brazil Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.4.1.3.4 Brazil Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.4.1.3.5 Brazil Precision Agriculture Market (by Software), $Million, 2021-2027
4.2.4.2 Argentina
4.2.4.2.1 Market
4.2.4.2.1.1 Buyer Attributes
4.2.4.2.1.2 Business Challenges
4.2.4.2.1.3 Business Drivers
4.2.4.2.2 Application
4.2.4.2.2.1 Argentina Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.4.2.2.2 Argentina Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.4.2.2.3 Argentina Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.4.2.3 Product
4.2.4.2.3.1 Argentina Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.4.2.3.2 Argentina Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.4.2.3.3 Argentina Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.4.2.3.4 Argentina Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.4.2.3.5 Argentina Precision Agriculture Market (by Software), $Million, 2021-2027
4.2.4.3 Chile
4.2.4.3.1 Market
4.2.4.3.1.1 Buyer Attributes
4.2.4.3.1.2 Business Challenges
4.2.4.3.1.3 Business Drivers
4.2.4.3.2 Application
4.2.4.3.2.1 Chile Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.4.3.2.2 Chile Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.4.3.2.3 Chile Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.4.3.3 Product
4.2.4.3.3.1 Chile Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.4.3.3.2 Chile Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.4.3.3.3 Chile Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.4.3.3.4 Chile Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.4.3.3.5 Chile Precision Agriculture Market (by Software), $Million, 2021-2027
4.2.4.4 Peru
4.2.4.4.1 Market
4.2.4.4.1.1 Buyer Attributes
4.2.4.4.1.2 Business Challenges
4.2.4.4.1.3 Business Drivers
4.2.4.4.2 Application
4.2.4.4.2.1 Peru Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.4.4.2.2 Peru Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.4.4.2.3 Peru Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.4.4.3 Product
4.2.4.4.3.1 Peru Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.4.4.3.2 Peru Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.4.4.3.3 Peru Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.4.4.3.4 Peru Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.4.4.3.5 Peru Precision Agriculture Market (by Software), $Million, 2021-2027
4.2.4.5 Mexico
4.2.4.5.1 Market
4.2.4.5.1.1 Buyer Attributes
4.2.4.5.1.2 Business Challenges
4.2.4.5.1.3 Business Drivers
4.2.4.5.2 Application
4.2.4.5.2.1 Mexico Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.4.5.2.2 Mexico Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.4.5.2.3 Mexico Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.4.5.3 Product
4.2.4.5.3.1 Mexico Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.4.5.3.2 Mexico Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.4.5.3.3 Mexico Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.4.5.3.4 Mexico Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.4.5.3.5 Mexico Precision Agriculture Market (by Software), $Million, 2021-2027
4.2.4.6 Rest-of-South America
4.2.4.6.1 Market
4.2.4.6.1.1 Buyer Attributes
4.2.4.6.1.2 Business Challenges
4.2.4.6.1.3 Business Drivers
4.2.4.6.2 Application
4.2.4.6.2.1 Rest-of-South America Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.4.6.2.2 Rest-of-South America Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.4.6.2.3 Rest-of-South America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.4.6.3 Product
4.2.4.6.3.1 Rest-of-South America Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.4.6.3.2 Rest-of-South America Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.4.6.3.3 Rest-of-South America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.4.6.3.4 Rest-of-South America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.4.6.3.5 Rest-of-South America Precision Agriculture Market (by Software), $Million, 2021-2027
4.3 Europe
4.3.1 Market
4.3.1.1 Buyer Attributes
4.3.1.2 Key Providers in Europe
4.3.1.3 Business Challenges
4.3.1.4 Business Drivers
4.3.2 Application
4.3.2.1 Europe Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.2.2 Europe Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.2.3 Europe Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.3 Product
4.3.3.1 Europe Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.3.2 Europe Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.3.3 Europe Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.3.4 Europe Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.3.5 Europe Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4 Europe (by Country)
4.3.4.1 Germany
4.3.4.1.1 Market
4.3.4.1.1.1 Buyer Attributes
4.3.4.1.1.2 Business Challenges
4.3.4.1.1.3 Business Drivers
4.3.4.1.2 Application
4.3.4.1.2.1 Germany Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.1.2.2 Germany Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.1.2.3 Germany Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.1.3 Product
4.3.4.1.3.1 Germany Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.1.3.2 Germany Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.1.3.3 Germany Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.1.3.4 Germany Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.1.3.5 Germany Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4.2 France
4.3.4.2.1 Market
4.3.4.2.1.1 Buyer Attributes
4.3.4.2.1.2 Business Challenges
4.3.4.2.1.3 Business Drivers
4.3.4.2.2 Application
4.3.4.2.2.1 France Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.2.2.2 France Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.2.2.3 France Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.2.3 Product
4.3.4.2.3.1 France Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.2.3.2 France Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.2.3.3 France Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.2.3.4 France Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.2.3.5 France Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4.3 Netherlands
4.3.4.3.1 Market
4.3.4.3.1.1 Buyer Attributes
4.3.4.3.1.2 Business Challenges
4.3.4.3.1.3 Business Drivers
4.3.4.3.2 Application
4.3.4.3.2.1 Netherlands Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.3.2.2 Netherlands Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.3.2.3 Netherlands Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.3.3 Product
4.3.4.3.3.1 Netherlands Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.3.3.2 Netherlands Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.3.3.3 Netherlands Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.3.3.4 Netherlands Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.3.3.5 Netherlands Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4.4 Italy
4.3.4.4.1 Market
4.3.4.4.1.1 Buyer Attributes
4.3.4.4.1.2 Business Challenges
4.3.4.4.1.3 Business Drivers
4.3.4.4.2 Application
4.3.4.4.2.1 Italy Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.4.2.2 Italy Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.4.2.3 Italy Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.4.3 Product
4.3.4.4.3.1 Italy Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.4.3.2 Italy Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.4.3.3 Italy Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.4.3.4 Italy Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.4.3.5 Italy Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4.5 Spain
4.3.4.5.1 Market
4.3.4.5.1.1 Buyer Attributes
4.3.4.5.1.2 Business Challenges
4.3.4.5.1.3 Business Drivers
4.3.4.5.2 Application
4.3.4.5.2.1 Spain Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.5.2.2 Spain Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.5.2.3 Spain Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.5.3 Product
4.3.4.5.3.1 Spain Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.5.3.2 Spain Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.5.3.3 Spain Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.5.3.4 Spain Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.5.3.5 Spain Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4.6 Denmark
4.3.4.6.1 Market
4.3.4.6.1.1 Buyer Attributes
4.3.4.6.1.2 Business Challenges
4.3.4.6.1.3 Business Drivers
4.3.4.6.2 Application
4.3.4.6.2.1 Denmark Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.6.2.2 Denmark Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.6.2.3 Denmark Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.6.3 Product
4.3.4.6.3.1 Denmark Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.6.3.2 Denmark Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.6.3.3 Denmark Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.6.3.4 Denmark Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.6.3.5 Denmark Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4.7 Rest-of-Europe
4.3.4.7.1 Market
4.3.4.7.1.1 Buyer Attributes
4.3.4.7.1.2 Business Challenges
4.3.4.7.1.3 Business Drivers
4.3.4.7.2 Application
4.3.4.7.2.1 Rest-of-Europe Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.7.2.2 Rest-of-Europe Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.7.2.3 Rest-of-Europe Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.7.3 Product
4.3.4.7.3.1 Rest-of-Europe Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.7.3.2 Rest-of-Europe Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.7.3.3 Rest-of-Europe Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.7.3.4 Rest-of-Europe Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.7.3.5 Rest-of-Europe Precision Agriculture Market (by Software), $Million, 2021-2027
4.4 U.K.
4.4.1 Market
4.4.1.1 Buyer Attributes
4.4.1.2 Key Providers in the U.K.
4.4.1.3 Business Challenges
4.4.1.4 Business Drivers
4.4.2 Application
4.4.2.1 U.K. Precision Agriculture Market (by Application), $Million, 2021-2027
4.4.2.2 U.K. Precision Agriculture Market (by Function), $Million, 2021-2027
4.4.2.3 U.K. Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.4.3 Product
4.4.3.1 U.K. Precision Agriculture Market (by Technology), $Million, 2021-2027
4.4.3.2 U.K. Precision Agriculture Market (by Product), $Million, 2021-2027
4.4.3.3 U.K. Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.4.3.4 U.K. Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.4.3.5 U.K. Precision Agriculture Market (by Software), $Million, 2021-2027
4.5 Middle East and Africa
4.5.1 Market
4.5.1.1 Buyer Attributes
4.5.1.2 Key Providers in the Middle East and Africa
4.5.1.3 Business Challenges
4.5.1.4 Business Drivers
4.5.2 Application
4.5.2.1 Middle East and Africa Precision Agriculture Market (by Application), $Million, 2021-2027
4.5.2.2 Middle East and Africa Precision Agriculture Market (by Function), $Million, 2021-2027
4.5.2.3 Middle East and Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.5.3 Product
4.5.3.1 Middle East and Africa Precision Agriculture Market (by Technology), $Million, 2021-2027
4.5.3.2 Middle East and Africa Precision Agriculture Market (by Product), $Million, 2021-2027
4.5.3.3 Middle East and Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.5.3.4 Middle East and Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.5.3.5 Middle East and Africa Precision Agriculture Market (by Software), $Million, 2021-2027
4.5.4 Middle East and Africa (by Country)
4.5.4.1 Israel
4.5.4.1.1 Market
4.5.4.1.1.1 Buyer Attributes
4.5.4.1.1.2 Business Challenges
4.5.4.1.1.3 Business Drivers
4.5.4.1.2 Application
4.5.4.1.2.1 Israel Precision Agriculture Market (by Application), $Million, 2021-2027
4.5.4.1.2.2 Israel Precision Agriculture Market (by Function), $Million, 2021-2027
4.5.4.1.2.3 Israel Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.5.4.1.3 Product
4.5.4.1.3.1 Israel Precision Agriculture Market (by Technology), $Million, 2021-2027
4.5.4.1.3.2 Israel Precision Agriculture Market (by Product), $Million, 2021-2027
4.5.4.1.3.3 Israel Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.5.4.1.3.4 Israel Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.5.4.1.3.5 Israel Precision Agriculture Market (by Software), $Million, 2021-2027
4.5.4.2 South Africa
4.5.4.2.1 Market
4.5.4.2.1.1 Buyer Attributes
4.5.4.2.1.2 Business Challenges
4.5.4.2.1.3 Business Drivers
4.5.4.2.2 Application
4.5.4.2.2.1 South Africa Precision Agriculture Market (by Application), $Million, 2021-2027
4.5.4.2.2.2 South Africa Precision Agriculture Market (by Function), $Million, 2021-2027
4.5.4.2.2.3 South Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.5.4.2.3 Product
4.5.4.2.3.1 South Africa Precision Agriculture Market (by Technology), $Million, 2021-2027
4.5.4.2.3.2 South Africa Precision Agriculture Market (by Product), $Million, 2021-2027
4.5.4.2.3.3 South Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.5.4.2.3.4 South Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.5.4.2.3.5 South Africa Precision Agriculture Market (by Software), $Million, 2021-2027
4.5.4.3 Turkey
4.5.4.3.1 Market
4.5.4.3.1.1 Buyer Attributes
4.5.4.3.1.2 Business Challenges
4.5.4.3.1.3 Business Drivers
4.5.4.3.2 Application
4.5.4.3.2.1 Turkey Precision Agriculture Market (by Application), $Million, 2021-2027
4.5.4.3.2.2 Turkey Precision Agriculture Market (by Function), $Million, 2021-2027
4.5.4.3.2.3 Turkey Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.5.4.3.3 Product
4.5.4.3.3.1 Turkey Precision Agriculture Market (by Technology), $Million, 2021-2027
4.5.4.3.3.2 Turkey Precision Agriculture Market (by Product), $Million, 2021-2027
4.5.4.3.3.3 Turkey Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.5.4.3.3.4 Turkey Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.5.4.3.3.5 Turkey Precision Agriculture Market (by Software), $Million, 2021-2027
4.5.4.4 Rest-of-Middle East and Africa
4.5.4.4.1 Market
4.5.4.4.1.1 Buyer Attributes
4.5.4.4.1.2 Business Challenges
4.5.4.4.1.3 Business Drivers
4.5.4.4.2 Application
4.5.4.4.2.1 Rest-of-Middle East and Africa Precision Agriculture Market (by Application), $Million, 2021-2027
4.5.4.4.2.2 Rest-of-Middle East and Africa Precision Agriculture Market (by Function), $Million, 2021-2027
4.5.4.4.2.3 Rest-of-Middle East and Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.5.4.4.3 Product
4.5.4.4.3.1 Rest-of-Middle East and Africa Precision Agriculture Market (by Technology), $Million, 2021-2027
4.5.4.4.3.2 Rest-of-Middle East and Africa Precision Agriculture Market (by Product), $Million, 2021-2027
4.5.4.4.3.3 Rest-of-Middle East and Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.5.4.4.3.4 Rest-of-Middle East and Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.5.4.4.3.5 Rest-of-Middle East and Africa Precision Agriculture Market (by Software), $Million, 2021-2027
4.6 China
4.6.1 Market
4.6.1.1 Buyer Attributes
4.6.1.2 Key Providers in China
4.6.1.3 Business Challenges
4.6.1.4 Business Drivers
4.6.2 Application
4.6.2.1 China Precision Agriculture Market (by Application), $Million, 2021-2027
4.6.2.2 China Precision Agriculture Market (by Function), $Million, 2021-2027
4.6.2.3 China Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.6.3 Product
4.6.3.1 China Precision Agriculture Market (by Technology), $Million, 2021-2027
4.6.3.2 China Precision Agriculture Market (by Product), $Million, 2021-2027
4.6.3.3 China Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.6.3.4 China Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.6.3.5 China Precision Agriculture Market (by Software), $Million, 2021-2027
4.7 Asia-Pacific and Japan
4.7.1 Market
4.7.1.1 Buyer Attributes
4.7.1.2 Key Providers in Asia-Pacific and Japan
4.7.1.3 Business Challenges
4.7.1.4 Business Drivers
4.7.2 Application
4.7.2.1 Asia-Pacific and Japan Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.2.2 Asia-Pacific and Japan Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.2.3 Asia-Pacific and Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.3 Product
4.7.3.1 Asia-Pacific and Japan Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.3.2 Asia-Pacific and Japan Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.3.3 Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.3.4 Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.3.5 Asia-Pacific and Japan Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4 Asia-Pacific and Japan (by Country)
4.7.4.1 Japan
4.7.4.1.1 Market
4.7.4.1.1.1 Buyer Attributes
4.7.4.1.1.2 Business Challenges
4.7.4.1.1.3 Business Drivers
4.7.4.1.2 Application
4.7.4.1.2.1 Japan Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.1.2.2 Japan Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.1.2.3 Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.1.3 Product
4.7.4.1.3.1 Japan Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.1.3.2 Japan Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.1.3.3 Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.1.3.4 Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.1.3.5 Japan Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4.2 Australia and New Zealand (ANZ)
4.7.4.2.1 Market
4.7.4.2.1.1 Buyer Attributes
4.7.4.2.1.2 Business Challenges
4.7.4.2.1.3 Business Drivers
4.7.4.2.2 Application
4.7.4.2.2.1 Australia and New Zealand Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.2.2.2 Australia and New Zealand Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.2.2.3 Australia and New Zealand Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.2.3 Product
4.7.4.2.3.1 Australia and New Zealand Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.2.3.2 Australia and New Zealand Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.2.3.3 Australia and New Zealand Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.2.3.4 Australia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.2.3.5 Australia and New Zealand Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4.3 India
4.7.4.3.1 Market
4.7.4.3.1.1 Buyer Attributes
4.7.4.3.1.2 Business Challenges
4.7.4.3.1.3 Business Drivers
4.7.4.3.2 Application
4.7.4.3.2.1 India Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.3.2.2 India Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.3.2.3 India Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.3.3 Product
4.7.4.3.3.1 India Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.3.3.2 India Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.3.3.3 India Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.3.3.4 India Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.3.3.5 India Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4.4 Indonesia
4.7.4.4.1 Market
4.7.4.4.1.1 Buyer Attributes
4.7.4.4.1.2 Business Challenges
4.7.4.4.1.3 Business Drivers
4.7.4.4.2 Application
4.7.4.4.2.1 Indonesia Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.4.2.2 Indonesia Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.4.2.3 Indonesia Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.4.3 Product
4.7.4.4.3.1 Indonesia Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.4.3.2 Indonesia Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.4.3.3 Indonesia Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.4.3.4 Indonesia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.4.3.5 Indonesia Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4.5 Vietnam
4.7.4.5.1 Market
4.7.4.5.1.1 Buyer Attributes
4.7.4.5.1.2 Business Challenges
4.7.4.5.1.3 Business Drivers
4.7.4.5.2 Application
4.7.4.5.2.1 Vietnam Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.5.2.2 Vietnam Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.5.2.3 Vietnam Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.5.3 Product
4.7.4.5.3.1 Vietnam Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.5.3.2 Vietnam Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.5.3.3 Vietnam Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.5.3.4 Vietnam Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.5.3.5 Vietnam Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4.6 Malaysia
4.7.4.6.1 Market
4.7.4.6.1.1 Buyer Attributes
4.7.4.6.1.2 Business Challenges
4.7.4.6.1.3 Business Drivers
4.7.4.6.2 Application
4.7.4.6.2.1 Malaysia Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.6.2.2 Malaysia Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.6.2.3 Malaysia Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.6.3 Product
4.7.4.6.3.1 Malaysia Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.6.3.2 Malaysia Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.6.3.3 Malaysia Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.6.3.4 Malaysia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.6.3.5 Malaysia Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4.7 Rest-of-Asia-Pacific and Japan
4.7.4.7.1 Market
4.7.4.7.1.1 Buyer Attributes
4.7.4.7.1.2 Business Challenges
4.7.4.7.1.3 Business Drivers
4.7.4.7.2 Application
4.7.4.7.2.1 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.7.2.2 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.7.2.3 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.7.3 Product
4.7.4.7.3.1 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.7.3.2 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.7.3.3 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.7.3.4 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.7.3.5 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Software), $Million, 2021-2027
5 MARKETS - COMPETITIVE BENCHMARKING & COMPANY PROFILES
5.1 Competitive Benchmarking
5.1.1 Precision Agriculture Equipment Manufacturers
5.1.2 Precision Agriculture Software and Service Providers
5.2 Market Share Analysis
5.2.1 Market Share Analysis of Global Precision Agriculture Equipment Manufacturers
5.2.2 Market Share Analysis of Global Precision Agriculture Software and Service Providers
5.2.3 Market Ranking Analysis of Global Precision Agriculture Companies (B2B)
5.2.4 Market Ranking Analysis of Global Precision Agriculture Companies (B2C)
5.3 Company Profiles
5.3.1 Precision Agriculture Equipment Manufacturers
5.3.1.1 AGCO Corporation
5.3.1.1.1 Overview
5.3.1.1.1.1 Role of AGCO Corporation in the Global Precision Agriculture Market
5.3.1.1.1.2 Product Portfolio
5.3.1.1.2 Business Strategies
5.3.1.1.2.1 Product Developments
5.3.1.1.3 Corporate Strategies
5.3.1.1.3.1 Mergers and Acquisitions
5.3.1.1.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.1.4 Analyst View
5.3.1.2 CLAAS Group
5.3.1.2.1 Company Overview
5.3.1.2.1.1 Role of CLAAS Group in the Global Precision Agriculture Market
5.3.1.2.1.2 Product Portfolio
5.3.1.2.2 Business Strategies
5.3.1.2.2.1 Product Developments
5.3.1.2.3 Corporate Strategies
5.3.1.2.3.1 Mergers and Acquisitions
5.3.1.2.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.2.4 Analyst View
5.3.1.3 CNH Industrial N.V.
5.3.1.3.1 Company Overview
5.3.1.3.1.1 Role of CNH Industrial N.V. in the Global Precision Agriculture Market
5.3.1.3.1.2 Product Portfolio
5.3.1.3.2 Business Strategies
5.3.1.3.2.1 Product Developments
5.3.1.3.2.2 Business Expansions
5.3.1.3.3 Corporate Strategies
5.3.1.3.3.1 Mergers and Acquisitions
5.3.1.3.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.3.4 Analyst View
5.3.1.4 Deere & Company
5.3.1.4.1 Company Overview
5.3.1.4.1.1 Role of Deere & Company in the Global Precision Agriculture Market
5.3.1.4.1.2 Product Portfolio
5.3.1.4.2 Business Strategies
5.3.1.4.2.1 Product Developments
5.3.1.4.2.2 Business Expansions
5.3.1.4.3 Corporate Strategies
5.3.1.4.3.1 Mergers and Acquisitions
5.3.1.4.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.4.4 Analyst View
5.3.1.5 Hexagon Agriculture
5.3.1.5.1 Company Overview
5.3.1.5.1.1 Role of Hexagon Agriculture in the Global Precision Agriculture Market
5.3.1.5.1.2 Product Portfolio
5.3.1.5.2 Business Strategies
5.3.1.5.2.1 Product Developments
5.3.1.5.2.2 Business Expansions
5.3.1.5.3 Corporate Strategies
5.3.1.5.3.1 Mergers and Acquisitions
5.3.1.5.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.5.4 Analyst View
5.3.1.6 Kubota Corporation
5.3.1.6.1 Company Overview
5.3.1.6.1.1 Role of Kubota Corporation in the Global Precision Agriculture Market
5.3.1.6.1.2 Product Portfolio
5.3.1.6.2 Business Strategies
5.3.1.6.2.1 Business Expansions
5.3.1.6.3 Corporate Strategies
5.3.1.6.3.1 Mergers and Acquisitions
5.3.1.6.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.6.4 Analyst View
5.3.1.7 TeeJet Technologies
5.3.1.7.1 Company Overview
5.3.1.7.1.1 Role of TeeJet Technologies in the Global Precision Agriculture Market
5.3.1.7.1.2 Product Portfolio
5.3.1.7.2 Business Strategies
5.3.1.7.2.1 Product Developments
5.3.1.7.2.2 Business Expansions
5.3.1.7.3 Analyst View
5.3.1.8 The Toro Company
5.3.1.8.1 Company Overview
5.3.1.8.1.1 Role of The Toro Company in the Global Precision Agriculture Market
5.3.1.8.1.2 Product Portfolio
5.3.1.8.2 Business Strategies
5.3.1.8.2.1 Product Developments
5.3.1.8.2.2 Business Expansions
5.3.1.8.3 Corporate Strategies
5.3.1.8.3.1 Mergers and Acquisitions
5.3.1.8.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.8.4 Analyst View
5.3.1.9 Topcon Corporation
5.3.1.9.1 Company Overview
5.3.1.9.1.1 Role of Topcon Corporation in the Global Precision Agriculture Market
5.3.1.9.1.2 Product Portfolio
5.3.1.9.2 Business Strategies
5.3.1.9.2.1 Product Developments
5.3.1.9.2.2 Business Expansions
5.3.1.9.3 Corporate Strategies
5.3.1.9.3.1 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.9.4 Analyst View
5.3.1.10 Yanmar Co. Ltd.
5.3.1.10.1 Company Overview
5.3.1.10.1.1 Role of Yanmar Co. Ltd. in the Global Precision Agriculture Market
5.3.1.10.1.2 Product Portfolio
5.3.1.10.2 Business Strategies
5.3.1.10.2.1 Product Developments
5.3.1.10.2.2 Business Expansions
5.3.1.10.3 Corporate Strategies
5.3.1.10.3.1 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.10.4 Analyst View
5.3.2 Precision Agriculture Software and Service Providers
5.3.2.1 Accenture
5.3.2.1.1 Company Overview
5.3.2.1.1.1 Role of Accenture in the Global Precision Agriculture Market
5.3.2.1.1.2 Product Portfolio
5.3.2.1.2 Business Strategies
5.3.2.1.2.1 Business Expansions
5.3.2.1.3 Corporate Strategies
5.3.2.1.3.1 Mergers and Acquisitions
5.3.2.1.4 Analyst View
5.3.2.2 AGRIVI
5.3.2.2.1 Company Overview
5.3.2.2.1.1 Role of AGRIVI in the Global Precision Agriculture Market
5.3.2.2.1.2 Product Portfolio
5.3.2.2.2 Business Strategies
5.3.2.2.2.1 Product Developments
5.3.2.2.2.2 Business Expansions
5.3.2.2.3 Corporate Strategies
5.3.2.2.3.1 Mergers and Acquisitions
5.3.2.2.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.2.4 Analyst View
5.3.2.3 Amazon Web Services, Inc.
5.3.2.3.1 Company Overview
5.3.2.3.1.1 Role of Amazon Web Services, Inc. in the Global Precision Agriculture Market
5.3.2.3.1.2 Product Portfolio
5.3.2.3.2 Business Strategies
5.3.2.3.2.1 Product Developments
5.3.2.3.2.2 Business Expansions
5.3.2.3.3 Corporate Strategies
5.3.2.3.3.1 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.3.4 Analyst View
5.3.2.4 BASF SE
5.3.2.4.1 Company Overview
5.3.2.4.1.1 Role of BASF SE in the Global Precision Agriculture Market
5.3.2.4.1.2 Product Portfolio
5.3.2.4.2 Business Strategies
5.3.2.4.2.1 Product Developments
5.3.2.4.2.2 Business Expansions
5.3.2.4.3 Corporate Strategies
5.3.2.4.3.1 Mergers and Acquisitions
5.3.2.4.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.4.4 Analyst View
5.3.2.5 Climate LLC (Bayer Climate FieldView)
5.3.2.5.1 Company Overview
5.3.2.5.1.1 Role of Climate LLC in the Global Precision Agriculture Market
5.3.2.5.1.2 Product Portfolio
5.3.2.5.2 Business Strategies
5.3.2.5.2.1 Product Developments
5.3.2.5.2.2 Business Expansions
5.3.2.5.3 Corporate Strategies
5.3.2.5.3.1 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.5.4 Analyst View
5.3.2.6 Granular Inc.
5.3.2.6.1 Company Overview
5.3.2.6.1.1 Role of Granular Inc. in the Global Precision Agriculture Market
5.3.2.6.1.2 Product Portfolio
5.3.2.6.2 Business Strategies
5.3.2.6.2.1 Product Developments
5.3.2.6.3 Corporate Strategies
5.3.2.6.3.1 Mergers and Acquisitions
5.3.2.6.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.6.4 Analyst View
5.3.2.7 IBM Corporation
5.3.2.7.1 Company Overview
5.3.2.7.1.1 Role of IBM Corporation in the Global Precision Agriculture Market
5.3.2.7.1.2 Product Portfolio
5.3.2.7.2 Business Strategies
5.3.2.7.2.1 Product Developments
5.3.2.7.2.2 Business Expansions
5.3.2.7.3 Corporate Strategies
5.3.2.7.3.1 Mergers and Acquisitions
5.3.2.7.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.7.4 Analyst View
5.3.2.8 Microsoft Corporation
5.3.2.8.1 Company Overview
5.3.2.8.1.1 Role of Microsoft Corporation in the Global Precision Agriculture Market
5.3.2.8.1.2 Product Portfolio
5.3.2.8.2 Business Strategies
5.3.2.8.2.1 Product Developments
5.3.2.8.2.2 Business Expansions
5.3.2.8.3 Corporate Strategies
5.3.2.8.3.1 Mergers and Acquisitions
5.3.2.8.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.8.4 Analyst View
5.3.2.9 X Development LLC (Alphabet Inc.)
5.3.2.9.1 Company Overview
5.3.2.9.1.1 Role of X Development LLC (Alphabet Inc.) in the Global Precision Agriculture Market
5.3.2.9.1.2 Product Portfolio
5.3.2.9.2 Analyst View
5.3.2.10 Other Key Players
6 RESEARCH METHODOLOGY
6.1.1 Primary Data Sources
6.1.2 Secondary Data Sources
6.2 Market Estimation and Forecast
1.1 Industry Outlook
1.1.1 Market Definition
1.1.2 Trends: Current and Future
1.1.2.1 Increasing Requirement for Crop Yield
1.1.2.2 Increasing Demand to Combat Climate Change
1.1.3 Impact of Key Enabling Technologies on Farming Ecosystem
1.1.3.1 Sensing Technology and IoT
1.1.3.2 Artificial Intelligence and Analytics
1.1.3.3 GNSS
1.1.3.4 Smart Machinery
1.1.3.4.1 Drones
1.1.3.4.2 Robots
1.1.3.4.3 Autonomous Tractors
1.1.4 Ecosystem/Ongoing Programs
1.1.4.1 Consortiums and Associations
1.1.4.2 Regulatory Bodies
1.1.4.3 Government Programs
1.1.5 Agriculture Drone Market
1.1.6 Agriculture Robot Market
1.2 Business Dynamics
1.2.1 Business Drivers
1.2.1.1 Increasing Demand for Global Food Production
1.2.1.2 Need for Automation of Workforce in Agriculture
1.2.1.3 Surging Investment and Support in Climate-Smart Agriculture Practices
1.2.1.4 Need for Input Optimization in Agriculture
1.2.2 Business Challenges
1.2.2.1 High Initial Investment
1.2.2.2 Threat to Data Security and Privacy
1.2.2.3 Lack of Awareness and IT Infrastructure in Developing Regions
1.2.3 Market Strategies and Developments
1.2.3.1 Business Strategies
1.2.3.1.1 Product Developments and Innovations
1.2.3.1.2 Market Developments
1.2.3.2 Corporate Strategies
1.2.3.2.1 Mergers and Acquisitions
1.2.3.2.2 Partnerships, Collaborations, and Joint Ventures
1.2.3.3 Others
1.2.4 Business Opportunities
1.2.4.1 Integration of Emerging Technologies with Existing Practices
1.2.4.2 Scope of Growth in Asia-Pacific and Japan
1.2.4.3 Integral Offerings with Horizontal Integration in Farming
1.2.4.4 Growth in 5G Network for Remote Monitoring
1.2.4.5 Increasing Adoption of Modern Technologies in Agriculture
1.3 Startup Landscape
1.3.1 Key Startups in the Ecosystem
1.3.2 Funding Analysis
1.3.2.1 Total Investments and Number of Funding Deals
1.3.2.2 Top Funding Deals by the Startups
1.3.2.3 Funding Analysis by Country
1.3.2.4 Top Investors
1.3.3 Future Investment Trends in the Global Precision Agriculture Startup Ecosystem s
1.4 Impact of COVID-19 on the Global Precision Agriculture Market
1.5 Impact of Russia-Ukraine Crisis on the Global Precision Agriculture Market
2 APPLICATION
2.1 Global Precision Agriculture Market (by Application)
2.1.1 Field Monitoring
2.1.2 Crop Forecasting
2.1.3 Precision Planting
2.1.4 Precision Spraying
2.1.5 Precision Fertilization
2.1.6 Precision Irrigation
2.1.7 Farm Management
2.1.8 Others
2.2 Demand Analysis of the Global Precision Agriculture Market (by Application)
2.3 Precision Agriculture Market (by Function)
2.3.1 Farm Management
2.3.2 Field Management
2.3.3 Fleet Management
2.4 Demand Analysis of the Global Precision Agriculture Market (by Function)
2.5 Global Precision Agriculture Market (by Farm Produce)
2.5.1 Field Crops
2.5.1.1 Cereals
2.5.1.2 Oil Crops
2.5.1.3 Roots, Tubers, and Plantains
2.5.1.4 Industrial Crops
2.5.1.5 Others
2.5.2 Permanent Crops
2.5.2.1 Fruits
2.5.2.2 Vegetables
2.5.2.3 Nuts
2.5.2.4 Others
2.5.3 Other Farm Produce Types
2.6 Demand Analysis of the Global Precision Agriculture Market (by Farm Produce)
3 PRODUCT
3.1 Precision Agriculture Market (by Technology)
3.1.1 Guidance Technology
3.1.2 Sensing Technology
3.1.3 Variable Rate Application Technology
3.1.4 Data Analytics and Intelligence
3.1.5 Others
3.2 Demand Analysis of the Global Precision Agriculture Market (by Technology)
3.3 Precision Agriculture Market (by Product)
3.3.1 Hardware Systems
3.3.1.1 Automation and Control Systems
3.3.1.1.1 Displays or Yield Monitors
3.3.1.1.2 Flow and Application Rate Control Valves
3.3.1.1.3 Handheld Computers/Mobile Devices
3.3.1.2 Sensing and Navigation Systems
3.3.1.2.1 Sensing Systems
3.3.1.2.2 Global Positioning System (GPS)/ Global Navigation Satellite System (GNSS)
3.3.1.2.3 Guidance and Steering Systems
3.3.1.3 Indoor Farming Equipment
3.3.1.3.1 Climate Control Systems
3.3.1.3.2 LED Grow Lights
3.3.1.3.3 Others
3.3.2 Software
3.3.2.1 Farm Operation Management Software
3.3.2.2 Hardware Control Application Software
3.3.2.3 Data and Predictive Analytics Software
3.3.3 Support Services
3.3.3.1 Integration and Deployment
3.3.3.2 Maintenance and Repair
3.3.3.3 Other Services
3.4 Demand Analysis of the Global Precision Agriculture Market (by Product)
3.5 Patent Analysis
3.5.1 Patent Analysis (by Objective)
3.5.1.1 Patent Analysis (by Application)
3.5.1.2 Patent Analysis (by Technology)
3.5.1.3 Patent Analysis (by Key Enabling Technologies)
3.5.2 Patent Analysis (by Organization)
3.5.3 Patent Analysis (by Patent Office)
3.6 Value Chain Analysis
4 REGION
4.1 North America
4.1.1 Market
4.1.1.1 Buyer Attributes
4.1.1.2 Key Providers in North America
4.1.1.3 Business Challenges
4.1.1.4 Business Drivers
4.1.2 Application
4.1.2.1 North America Precision Agriculture Market (by Application), $Million, 2021-2027
4.1.2.2 North America Precision Agriculture Market (by Function), $Million, 2021-2027
4.1.2.3 North America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.1.3 Product
4.1.3.1 North America Precision Agriculture Market (by Technology), $Million, 2021-2027
4.1.3.2 North America Precision Agriculture Market (by Product), $Million, 2021-2027
4.1.3.3 North America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.1.3.4 North America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.1.3.5 North America Precision Agriculture Market (by Software), $Million, 2021-2027
4.1.4 North America (by Country)
4.1.4.1 U.S.
4.1.4.1.1 Market
4.1.4.1.1.1 Buyer Attributes
4.1.4.1.1.2 Business Challenges
4.1.4.1.1.3 Business Drivers
4.1.4.1.2 Application
4.1.4.1.2.1 U.S. Precision Agriculture Market (by Application), $Million, 2021-2027
4.1.4.1.2.2 U.S. Precision Agriculture Market (by Function), $Million, 2021-2027
4.1.4.1.2.3 U.S. Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.1.4.1.3 Product
4.1.4.1.3.1 U.S. Precision Agriculture Market (by Technology), $Million, 2021-2027
4.1.4.1.3.2 U.S. Precision Agriculture Market (by Product), $Million, 2021-2027
4.1.4.1.3.3 U.S. Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.1.4.1.3.4 U.S. Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.1.4.1.3.5 U.S. Precision Agriculture Market (by Software), $Million, 2021-2027
4.1.4.2 Canada
4.1.4.2.1 Market
4.1.4.2.1.1 Buyer Attributes
4.1.4.2.1.2 Business Challenges
4.1.4.2.1.3 Business Drivers
4.1.4.2.2 Application
4.1.4.2.2.1 Canada Precision Agriculture Market (by Application), $Million, 2021-2027
4.1.4.2.2.2 Canada Precision Agriculture Market (by Function), $Million, 2021-2027
4.1.4.2.2.3 Canada Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.1.4.2.3 Product
4.1.4.2.3.1 Canada Precision Agriculture Market (by Technology), $Million, 2021-2027
4.1.4.2.3.2 Canada Precision Agriculture Market (by Product), $Million, 2021-2027
4.1.4.2.3.3 Canada Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.1.4.2.3.4 Canada Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.1.4.2.3.5 Canada Precision Agriculture Market (by Software), $Million, 2021-2027
4.2 South America
4.2.1 Market
4.2.1.1 Buyer Attributes
4.2.1.2 Key Providers in South America
4.2.1.3 Business Challenges
4.2.1.4 Business Drivers
4.2.2 Application
4.2.2.1 South America Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.2.2 South America Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.2.3 South America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.3 Product
4.2.3.1 South America Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.3.2 South America Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.3.3 South America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.3.4 South America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.3.5 South America Precision Agriculture Market (by Software), $Million, 2021-2027
4.2.4 South America (by Country)
4.2.4.1 Brazil
4.2.4.1.1 Market
4.2.4.1.1.1 Buyer Attributes
4.2.4.1.1.2 Business Challenges
4.2.4.1.1.3 Business Drivers
4.2.4.1.2 Application
4.2.4.1.2.1 Brazil Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.4.1.2.2 Brazil Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.4.1.2.3 Brazil Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.4.1.3 Product
4.2.4.1.3.1 Brazil Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.4.1.3.2 Brazil Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.4.1.3.3 Brazil Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.4.1.3.4 Brazil Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.4.1.3.5 Brazil Precision Agriculture Market (by Software), $Million, 2021-2027
4.2.4.2 Argentina
4.2.4.2.1 Market
4.2.4.2.1.1 Buyer Attributes
4.2.4.2.1.2 Business Challenges
4.2.4.2.1.3 Business Drivers
4.2.4.2.2 Application
4.2.4.2.2.1 Argentina Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.4.2.2.2 Argentina Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.4.2.2.3 Argentina Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.4.2.3 Product
4.2.4.2.3.1 Argentina Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.4.2.3.2 Argentina Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.4.2.3.3 Argentina Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.4.2.3.4 Argentina Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.4.2.3.5 Argentina Precision Agriculture Market (by Software), $Million, 2021-2027
4.2.4.3 Chile
4.2.4.3.1 Market
4.2.4.3.1.1 Buyer Attributes
4.2.4.3.1.2 Business Challenges
4.2.4.3.1.3 Business Drivers
4.2.4.3.2 Application
4.2.4.3.2.1 Chile Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.4.3.2.2 Chile Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.4.3.2.3 Chile Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.4.3.3 Product
4.2.4.3.3.1 Chile Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.4.3.3.2 Chile Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.4.3.3.3 Chile Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.4.3.3.4 Chile Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.4.3.3.5 Chile Precision Agriculture Market (by Software), $Million, 2021-2027
4.2.4.4 Peru
4.2.4.4.1 Market
4.2.4.4.1.1 Buyer Attributes
4.2.4.4.1.2 Business Challenges
4.2.4.4.1.3 Business Drivers
4.2.4.4.2 Application
4.2.4.4.2.1 Peru Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.4.4.2.2 Peru Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.4.4.2.3 Peru Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.4.4.3 Product
4.2.4.4.3.1 Peru Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.4.4.3.2 Peru Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.4.4.3.3 Peru Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.4.4.3.4 Peru Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.4.4.3.5 Peru Precision Agriculture Market (by Software), $Million, 2021-2027
4.2.4.5 Mexico
4.2.4.5.1 Market
4.2.4.5.1.1 Buyer Attributes
4.2.4.5.1.2 Business Challenges
4.2.4.5.1.3 Business Drivers
4.2.4.5.2 Application
4.2.4.5.2.1 Mexico Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.4.5.2.2 Mexico Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.4.5.2.3 Mexico Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.4.5.3 Product
4.2.4.5.3.1 Mexico Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.4.5.3.2 Mexico Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.4.5.3.3 Mexico Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.4.5.3.4 Mexico Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.4.5.3.5 Mexico Precision Agriculture Market (by Software), $Million, 2021-2027
4.2.4.6 Rest-of-South America
4.2.4.6.1 Market
4.2.4.6.1.1 Buyer Attributes
4.2.4.6.1.2 Business Challenges
4.2.4.6.1.3 Business Drivers
4.2.4.6.2 Application
4.2.4.6.2.1 Rest-of-South America Precision Agriculture Market (by Application), $Million, 2021-2027
4.2.4.6.2.2 Rest-of-South America Precision Agriculture Market (by Function), $Million, 2021-2027
4.2.4.6.2.3 Rest-of-South America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.2.4.6.3 Product
4.2.4.6.3.1 Rest-of-South America Precision Agriculture Market (by Technology), $Million, 2021-2027
4.2.4.6.3.2 Rest-of-South America Precision Agriculture Market (by Product), $Million, 2021-2027
4.2.4.6.3.3 Rest-of-South America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.2.4.6.3.4 Rest-of-South America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.2.4.6.3.5 Rest-of-South America Precision Agriculture Market (by Software), $Million, 2021-2027
4.3 Europe
4.3.1 Market
4.3.1.1 Buyer Attributes
4.3.1.2 Key Providers in Europe
4.3.1.3 Business Challenges
4.3.1.4 Business Drivers
4.3.2 Application
4.3.2.1 Europe Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.2.2 Europe Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.2.3 Europe Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.3 Product
4.3.3.1 Europe Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.3.2 Europe Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.3.3 Europe Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.3.4 Europe Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.3.5 Europe Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4 Europe (by Country)
4.3.4.1 Germany
4.3.4.1.1 Market
4.3.4.1.1.1 Buyer Attributes
4.3.4.1.1.2 Business Challenges
4.3.4.1.1.3 Business Drivers
4.3.4.1.2 Application
4.3.4.1.2.1 Germany Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.1.2.2 Germany Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.1.2.3 Germany Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.1.3 Product
4.3.4.1.3.1 Germany Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.1.3.2 Germany Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.1.3.3 Germany Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.1.3.4 Germany Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.1.3.5 Germany Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4.2 France
4.3.4.2.1 Market
4.3.4.2.1.1 Buyer Attributes
4.3.4.2.1.2 Business Challenges
4.3.4.2.1.3 Business Drivers
4.3.4.2.2 Application
4.3.4.2.2.1 France Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.2.2.2 France Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.2.2.3 France Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.2.3 Product
4.3.4.2.3.1 France Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.2.3.2 France Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.2.3.3 France Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.2.3.4 France Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.2.3.5 France Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4.3 Netherlands
4.3.4.3.1 Market
4.3.4.3.1.1 Buyer Attributes
4.3.4.3.1.2 Business Challenges
4.3.4.3.1.3 Business Drivers
4.3.4.3.2 Application
4.3.4.3.2.1 Netherlands Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.3.2.2 Netherlands Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.3.2.3 Netherlands Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.3.3 Product
4.3.4.3.3.1 Netherlands Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.3.3.2 Netherlands Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.3.3.3 Netherlands Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.3.3.4 Netherlands Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.3.3.5 Netherlands Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4.4 Italy
4.3.4.4.1 Market
4.3.4.4.1.1 Buyer Attributes
4.3.4.4.1.2 Business Challenges
4.3.4.4.1.3 Business Drivers
4.3.4.4.2 Application
4.3.4.4.2.1 Italy Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.4.2.2 Italy Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.4.2.3 Italy Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.4.3 Product
4.3.4.4.3.1 Italy Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.4.3.2 Italy Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.4.3.3 Italy Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.4.3.4 Italy Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.4.3.5 Italy Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4.5 Spain
4.3.4.5.1 Market
4.3.4.5.1.1 Buyer Attributes
4.3.4.5.1.2 Business Challenges
4.3.4.5.1.3 Business Drivers
4.3.4.5.2 Application
4.3.4.5.2.1 Spain Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.5.2.2 Spain Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.5.2.3 Spain Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.5.3 Product
4.3.4.5.3.1 Spain Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.5.3.2 Spain Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.5.3.3 Spain Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.5.3.4 Spain Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.5.3.5 Spain Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4.6 Denmark
4.3.4.6.1 Market
4.3.4.6.1.1 Buyer Attributes
4.3.4.6.1.2 Business Challenges
4.3.4.6.1.3 Business Drivers
4.3.4.6.2 Application
4.3.4.6.2.1 Denmark Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.6.2.2 Denmark Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.6.2.3 Denmark Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.6.3 Product
4.3.4.6.3.1 Denmark Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.6.3.2 Denmark Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.6.3.3 Denmark Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.6.3.4 Denmark Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.6.3.5 Denmark Precision Agriculture Market (by Software), $Million, 2021-2027
4.3.4.7 Rest-of-Europe
4.3.4.7.1 Market
4.3.4.7.1.1 Buyer Attributes
4.3.4.7.1.2 Business Challenges
4.3.4.7.1.3 Business Drivers
4.3.4.7.2 Application
4.3.4.7.2.1 Rest-of-Europe Precision Agriculture Market (by Application), $Million, 2021-2027
4.3.4.7.2.2 Rest-of-Europe Precision Agriculture Market (by Function), $Million, 2021-2027
4.3.4.7.2.3 Rest-of-Europe Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.3.4.7.3 Product
4.3.4.7.3.1 Rest-of-Europe Precision Agriculture Market (by Technology), $Million, 2021-2027
4.3.4.7.3.2 Rest-of-Europe Precision Agriculture Market (by Product), $Million, 2021-2027
4.3.4.7.3.3 Rest-of-Europe Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.3.4.7.3.4 Rest-of-Europe Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.3.4.7.3.5 Rest-of-Europe Precision Agriculture Market (by Software), $Million, 2021-2027
4.4 U.K.
4.4.1 Market
4.4.1.1 Buyer Attributes
4.4.1.2 Key Providers in the U.K.
4.4.1.3 Business Challenges
4.4.1.4 Business Drivers
4.4.2 Application
4.4.2.1 U.K. Precision Agriculture Market (by Application), $Million, 2021-2027
4.4.2.2 U.K. Precision Agriculture Market (by Function), $Million, 2021-2027
4.4.2.3 U.K. Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.4.3 Product
4.4.3.1 U.K. Precision Agriculture Market (by Technology), $Million, 2021-2027
4.4.3.2 U.K. Precision Agriculture Market (by Product), $Million, 2021-2027
4.4.3.3 U.K. Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.4.3.4 U.K. Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.4.3.5 U.K. Precision Agriculture Market (by Software), $Million, 2021-2027
4.5 Middle East and Africa
4.5.1 Market
4.5.1.1 Buyer Attributes
4.5.1.2 Key Providers in the Middle East and Africa
4.5.1.3 Business Challenges
4.5.1.4 Business Drivers
4.5.2 Application
4.5.2.1 Middle East and Africa Precision Agriculture Market (by Application), $Million, 2021-2027
4.5.2.2 Middle East and Africa Precision Agriculture Market (by Function), $Million, 2021-2027
4.5.2.3 Middle East and Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.5.3 Product
4.5.3.1 Middle East and Africa Precision Agriculture Market (by Technology), $Million, 2021-2027
4.5.3.2 Middle East and Africa Precision Agriculture Market (by Product), $Million, 2021-2027
4.5.3.3 Middle East and Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.5.3.4 Middle East and Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.5.3.5 Middle East and Africa Precision Agriculture Market (by Software), $Million, 2021-2027
4.5.4 Middle East and Africa (by Country)
4.5.4.1 Israel
4.5.4.1.1 Market
4.5.4.1.1.1 Buyer Attributes
4.5.4.1.1.2 Business Challenges
4.5.4.1.1.3 Business Drivers
4.5.4.1.2 Application
4.5.4.1.2.1 Israel Precision Agriculture Market (by Application), $Million, 2021-2027
4.5.4.1.2.2 Israel Precision Agriculture Market (by Function), $Million, 2021-2027
4.5.4.1.2.3 Israel Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.5.4.1.3 Product
4.5.4.1.3.1 Israel Precision Agriculture Market (by Technology), $Million, 2021-2027
4.5.4.1.3.2 Israel Precision Agriculture Market (by Product), $Million, 2021-2027
4.5.4.1.3.3 Israel Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.5.4.1.3.4 Israel Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.5.4.1.3.5 Israel Precision Agriculture Market (by Software), $Million, 2021-2027
4.5.4.2 South Africa
4.5.4.2.1 Market
4.5.4.2.1.1 Buyer Attributes
4.5.4.2.1.2 Business Challenges
4.5.4.2.1.3 Business Drivers
4.5.4.2.2 Application
4.5.4.2.2.1 South Africa Precision Agriculture Market (by Application), $Million, 2021-2027
4.5.4.2.2.2 South Africa Precision Agriculture Market (by Function), $Million, 2021-2027
4.5.4.2.2.3 South Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.5.4.2.3 Product
4.5.4.2.3.1 South Africa Precision Agriculture Market (by Technology), $Million, 2021-2027
4.5.4.2.3.2 South Africa Precision Agriculture Market (by Product), $Million, 2021-2027
4.5.4.2.3.3 South Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.5.4.2.3.4 South Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.5.4.2.3.5 South Africa Precision Agriculture Market (by Software), $Million, 2021-2027
4.5.4.3 Turkey
4.5.4.3.1 Market
4.5.4.3.1.1 Buyer Attributes
4.5.4.3.1.2 Business Challenges
4.5.4.3.1.3 Business Drivers
4.5.4.3.2 Application
4.5.4.3.2.1 Turkey Precision Agriculture Market (by Application), $Million, 2021-2027
4.5.4.3.2.2 Turkey Precision Agriculture Market (by Function), $Million, 2021-2027
4.5.4.3.2.3 Turkey Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.5.4.3.3 Product
4.5.4.3.3.1 Turkey Precision Agriculture Market (by Technology), $Million, 2021-2027
4.5.4.3.3.2 Turkey Precision Agriculture Market (by Product), $Million, 2021-2027
4.5.4.3.3.3 Turkey Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.5.4.3.3.4 Turkey Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.5.4.3.3.5 Turkey Precision Agriculture Market (by Software), $Million, 2021-2027
4.5.4.4 Rest-of-Middle East and Africa
4.5.4.4.1 Market
4.5.4.4.1.1 Buyer Attributes
4.5.4.4.1.2 Business Challenges
4.5.4.4.1.3 Business Drivers
4.5.4.4.2 Application
4.5.4.4.2.1 Rest-of-Middle East and Africa Precision Agriculture Market (by Application), $Million, 2021-2027
4.5.4.4.2.2 Rest-of-Middle East and Africa Precision Agriculture Market (by Function), $Million, 2021-2027
4.5.4.4.2.3 Rest-of-Middle East and Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.5.4.4.3 Product
4.5.4.4.3.1 Rest-of-Middle East and Africa Precision Agriculture Market (by Technology), $Million, 2021-2027
4.5.4.4.3.2 Rest-of-Middle East and Africa Precision Agriculture Market (by Product), $Million, 2021-2027
4.5.4.4.3.3 Rest-of-Middle East and Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.5.4.4.3.4 Rest-of-Middle East and Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.5.4.4.3.5 Rest-of-Middle East and Africa Precision Agriculture Market (by Software), $Million, 2021-2027
4.6 China
4.6.1 Market
4.6.1.1 Buyer Attributes
4.6.1.2 Key Providers in China
4.6.1.3 Business Challenges
4.6.1.4 Business Drivers
4.6.2 Application
4.6.2.1 China Precision Agriculture Market (by Application), $Million, 2021-2027
4.6.2.2 China Precision Agriculture Market (by Function), $Million, 2021-2027
4.6.2.3 China Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.6.3 Product
4.6.3.1 China Precision Agriculture Market (by Technology), $Million, 2021-2027
4.6.3.2 China Precision Agriculture Market (by Product), $Million, 2021-2027
4.6.3.3 China Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.6.3.4 China Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.6.3.5 China Precision Agriculture Market (by Software), $Million, 2021-2027
4.7 Asia-Pacific and Japan
4.7.1 Market
4.7.1.1 Buyer Attributes
4.7.1.2 Key Providers in Asia-Pacific and Japan
4.7.1.3 Business Challenges
4.7.1.4 Business Drivers
4.7.2 Application
4.7.2.1 Asia-Pacific and Japan Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.2.2 Asia-Pacific and Japan Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.2.3 Asia-Pacific and Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.3 Product
4.7.3.1 Asia-Pacific and Japan Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.3.2 Asia-Pacific and Japan Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.3.3 Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.3.4 Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.3.5 Asia-Pacific and Japan Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4 Asia-Pacific and Japan (by Country)
4.7.4.1 Japan
4.7.4.1.1 Market
4.7.4.1.1.1 Buyer Attributes
4.7.4.1.1.2 Business Challenges
4.7.4.1.1.3 Business Drivers
4.7.4.1.2 Application
4.7.4.1.2.1 Japan Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.1.2.2 Japan Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.1.2.3 Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.1.3 Product
4.7.4.1.3.1 Japan Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.1.3.2 Japan Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.1.3.3 Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.1.3.4 Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.1.3.5 Japan Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4.2 Australia and New Zealand (ANZ)
4.7.4.2.1 Market
4.7.4.2.1.1 Buyer Attributes
4.7.4.2.1.2 Business Challenges
4.7.4.2.1.3 Business Drivers
4.7.4.2.2 Application
4.7.4.2.2.1 Australia and New Zealand Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.2.2.2 Australia and New Zealand Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.2.2.3 Australia and New Zealand Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.2.3 Product
4.7.4.2.3.1 Australia and New Zealand Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.2.3.2 Australia and New Zealand Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.2.3.3 Australia and New Zealand Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.2.3.4 Australia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.2.3.5 Australia and New Zealand Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4.3 India
4.7.4.3.1 Market
4.7.4.3.1.1 Buyer Attributes
4.7.4.3.1.2 Business Challenges
4.7.4.3.1.3 Business Drivers
4.7.4.3.2 Application
4.7.4.3.2.1 India Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.3.2.2 India Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.3.2.3 India Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.3.3 Product
4.7.4.3.3.1 India Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.3.3.2 India Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.3.3.3 India Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.3.3.4 India Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.3.3.5 India Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4.4 Indonesia
4.7.4.4.1 Market
4.7.4.4.1.1 Buyer Attributes
4.7.4.4.1.2 Business Challenges
4.7.4.4.1.3 Business Drivers
4.7.4.4.2 Application
4.7.4.4.2.1 Indonesia Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.4.2.2 Indonesia Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.4.2.3 Indonesia Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.4.3 Product
4.7.4.4.3.1 Indonesia Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.4.3.2 Indonesia Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.4.3.3 Indonesia Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.4.3.4 Indonesia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.4.3.5 Indonesia Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4.5 Vietnam
4.7.4.5.1 Market
4.7.4.5.1.1 Buyer Attributes
4.7.4.5.1.2 Business Challenges
4.7.4.5.1.3 Business Drivers
4.7.4.5.2 Application
4.7.4.5.2.1 Vietnam Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.5.2.2 Vietnam Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.5.2.3 Vietnam Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.5.3 Product
4.7.4.5.3.1 Vietnam Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.5.3.2 Vietnam Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.5.3.3 Vietnam Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.5.3.4 Vietnam Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.5.3.5 Vietnam Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4.6 Malaysia
4.7.4.6.1 Market
4.7.4.6.1.1 Buyer Attributes
4.7.4.6.1.2 Business Challenges
4.7.4.6.1.3 Business Drivers
4.7.4.6.2 Application
4.7.4.6.2.1 Malaysia Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.6.2.2 Malaysia Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.6.2.3 Malaysia Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.6.3 Product
4.7.4.6.3.1 Malaysia Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.6.3.2 Malaysia Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.6.3.3 Malaysia Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.6.3.4 Malaysia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.6.3.5 Malaysia Precision Agriculture Market (by Software), $Million, 2021-2027
4.7.4.7 Rest-of-Asia-Pacific and Japan
4.7.4.7.1 Market
4.7.4.7.1.1 Buyer Attributes
4.7.4.7.1.2 Business Challenges
4.7.4.7.1.3 Business Drivers
4.7.4.7.2 Application
4.7.4.7.2.1 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Application), $Million, 2021-2027
4.7.4.7.2.2 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Function), $Million, 2021-2027
4.7.4.7.2.3 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
4.7.4.7.3 Product
4.7.4.7.3.1 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Technology), $Million, 2021-2027
4.7.4.7.3.2 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Product), $Million, 2021-2027
4.7.4.7.3.3 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
4.7.4.7.3.4 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
4.7.4.7.3.5 Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Software), $Million, 2021-2027
5 MARKETS - COMPETITIVE BENCHMARKING & COMPANY PROFILES
5.1 Competitive Benchmarking
5.1.1 Precision Agriculture Equipment Manufacturers
5.1.2 Precision Agriculture Software and Service Providers
5.2 Market Share Analysis
5.2.1 Market Share Analysis of Global Precision Agriculture Equipment Manufacturers
5.2.2 Market Share Analysis of Global Precision Agriculture Software and Service Providers
5.2.3 Market Ranking Analysis of Global Precision Agriculture Companies (B2B)
5.2.4 Market Ranking Analysis of Global Precision Agriculture Companies (B2C)
5.3 Company Profiles
5.3.1 Precision Agriculture Equipment Manufacturers
5.3.1.1 AGCO Corporation
5.3.1.1.1 Overview
5.3.1.1.1.1 Role of AGCO Corporation in the Global Precision Agriculture Market
5.3.1.1.1.2 Product Portfolio
5.3.1.1.2 Business Strategies
5.3.1.1.2.1 Product Developments
5.3.1.1.3 Corporate Strategies
5.3.1.1.3.1 Mergers and Acquisitions
5.3.1.1.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.1.4 Analyst View
5.3.1.2 CLAAS Group
5.3.1.2.1 Company Overview
5.3.1.2.1.1 Role of CLAAS Group in the Global Precision Agriculture Market
5.3.1.2.1.2 Product Portfolio
5.3.1.2.2 Business Strategies
5.3.1.2.2.1 Product Developments
5.3.1.2.3 Corporate Strategies
5.3.1.2.3.1 Mergers and Acquisitions
5.3.1.2.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.2.4 Analyst View
5.3.1.3 CNH Industrial N.V.
5.3.1.3.1 Company Overview
5.3.1.3.1.1 Role of CNH Industrial N.V. in the Global Precision Agriculture Market
5.3.1.3.1.2 Product Portfolio
5.3.1.3.2 Business Strategies
5.3.1.3.2.1 Product Developments
5.3.1.3.2.2 Business Expansions
5.3.1.3.3 Corporate Strategies
5.3.1.3.3.1 Mergers and Acquisitions
5.3.1.3.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.3.4 Analyst View
5.3.1.4 Deere & Company
5.3.1.4.1 Company Overview
5.3.1.4.1.1 Role of Deere & Company in the Global Precision Agriculture Market
5.3.1.4.1.2 Product Portfolio
5.3.1.4.2 Business Strategies
5.3.1.4.2.1 Product Developments
5.3.1.4.2.2 Business Expansions
5.3.1.4.3 Corporate Strategies
5.3.1.4.3.1 Mergers and Acquisitions
5.3.1.4.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.4.4 Analyst View
5.3.1.5 Hexagon Agriculture
5.3.1.5.1 Company Overview
5.3.1.5.1.1 Role of Hexagon Agriculture in the Global Precision Agriculture Market
5.3.1.5.1.2 Product Portfolio
5.3.1.5.2 Business Strategies
5.3.1.5.2.1 Product Developments
5.3.1.5.2.2 Business Expansions
5.3.1.5.3 Corporate Strategies
5.3.1.5.3.1 Mergers and Acquisitions
5.3.1.5.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.5.4 Analyst View
5.3.1.6 Kubota Corporation
5.3.1.6.1 Company Overview
5.3.1.6.1.1 Role of Kubota Corporation in the Global Precision Agriculture Market
5.3.1.6.1.2 Product Portfolio
5.3.1.6.2 Business Strategies
5.3.1.6.2.1 Business Expansions
5.3.1.6.3 Corporate Strategies
5.3.1.6.3.1 Mergers and Acquisitions
5.3.1.6.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.6.4 Analyst View
5.3.1.7 TeeJet Technologies
5.3.1.7.1 Company Overview
5.3.1.7.1.1 Role of TeeJet Technologies in the Global Precision Agriculture Market
5.3.1.7.1.2 Product Portfolio
5.3.1.7.2 Business Strategies
5.3.1.7.2.1 Product Developments
5.3.1.7.2.2 Business Expansions
5.3.1.7.3 Analyst View
5.3.1.8 The Toro Company
5.3.1.8.1 Company Overview
5.3.1.8.1.1 Role of The Toro Company in the Global Precision Agriculture Market
5.3.1.8.1.2 Product Portfolio
5.3.1.8.2 Business Strategies
5.3.1.8.2.1 Product Developments
5.3.1.8.2.2 Business Expansions
5.3.1.8.3 Corporate Strategies
5.3.1.8.3.1 Mergers and Acquisitions
5.3.1.8.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.8.4 Analyst View
5.3.1.9 Topcon Corporation
5.3.1.9.1 Company Overview
5.3.1.9.1.1 Role of Topcon Corporation in the Global Precision Agriculture Market
5.3.1.9.1.2 Product Portfolio
5.3.1.9.2 Business Strategies
5.3.1.9.2.1 Product Developments
5.3.1.9.2.2 Business Expansions
5.3.1.9.3 Corporate Strategies
5.3.1.9.3.1 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.9.4 Analyst View
5.3.1.10 Yanmar Co. Ltd.
5.3.1.10.1 Company Overview
5.3.1.10.1.1 Role of Yanmar Co. Ltd. in the Global Precision Agriculture Market
5.3.1.10.1.2 Product Portfolio
5.3.1.10.2 Business Strategies
5.3.1.10.2.1 Product Developments
5.3.1.10.2.2 Business Expansions
5.3.1.10.3 Corporate Strategies
5.3.1.10.3.1 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.1.10.4 Analyst View
5.3.2 Precision Agriculture Software and Service Providers
5.3.2.1 Accenture
5.3.2.1.1 Company Overview
5.3.2.1.1.1 Role of Accenture in the Global Precision Agriculture Market
5.3.2.1.1.2 Product Portfolio
5.3.2.1.2 Business Strategies
5.3.2.1.2.1 Business Expansions
5.3.2.1.3 Corporate Strategies
5.3.2.1.3.1 Mergers and Acquisitions
5.3.2.1.4 Analyst View
5.3.2.2 AGRIVI
5.3.2.2.1 Company Overview
5.3.2.2.1.1 Role of AGRIVI in the Global Precision Agriculture Market
5.3.2.2.1.2 Product Portfolio
5.3.2.2.2 Business Strategies
5.3.2.2.2.1 Product Developments
5.3.2.2.2.2 Business Expansions
5.3.2.2.3 Corporate Strategies
5.3.2.2.3.1 Mergers and Acquisitions
5.3.2.2.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.2.4 Analyst View
5.3.2.3 Amazon Web Services, Inc.
5.3.2.3.1 Company Overview
5.3.2.3.1.1 Role of Amazon Web Services, Inc. in the Global Precision Agriculture Market
5.3.2.3.1.2 Product Portfolio
5.3.2.3.2 Business Strategies
5.3.2.3.2.1 Product Developments
5.3.2.3.2.2 Business Expansions
5.3.2.3.3 Corporate Strategies
5.3.2.3.3.1 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.3.4 Analyst View
5.3.2.4 BASF SE
5.3.2.4.1 Company Overview
5.3.2.4.1.1 Role of BASF SE in the Global Precision Agriculture Market
5.3.2.4.1.2 Product Portfolio
5.3.2.4.2 Business Strategies
5.3.2.4.2.1 Product Developments
5.3.2.4.2.2 Business Expansions
5.3.2.4.3 Corporate Strategies
5.3.2.4.3.1 Mergers and Acquisitions
5.3.2.4.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.4.4 Analyst View
5.3.2.5 Climate LLC (Bayer Climate FieldView)
5.3.2.5.1 Company Overview
5.3.2.5.1.1 Role of Climate LLC in the Global Precision Agriculture Market
5.3.2.5.1.2 Product Portfolio
5.3.2.5.2 Business Strategies
5.3.2.5.2.1 Product Developments
5.3.2.5.2.2 Business Expansions
5.3.2.5.3 Corporate Strategies
5.3.2.5.3.1 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.5.4 Analyst View
5.3.2.6 Granular Inc.
5.3.2.6.1 Company Overview
5.3.2.6.1.1 Role of Granular Inc. in the Global Precision Agriculture Market
5.3.2.6.1.2 Product Portfolio
5.3.2.6.2 Business Strategies
5.3.2.6.2.1 Product Developments
5.3.2.6.3 Corporate Strategies
5.3.2.6.3.1 Mergers and Acquisitions
5.3.2.6.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.6.4 Analyst View
5.3.2.7 IBM Corporation
5.3.2.7.1 Company Overview
5.3.2.7.1.1 Role of IBM Corporation in the Global Precision Agriculture Market
5.3.2.7.1.2 Product Portfolio
5.3.2.7.2 Business Strategies
5.3.2.7.2.1 Product Developments
5.3.2.7.2.2 Business Expansions
5.3.2.7.3 Corporate Strategies
5.3.2.7.3.1 Mergers and Acquisitions
5.3.2.7.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.7.4 Analyst View
5.3.2.8 Microsoft Corporation
5.3.2.8.1 Company Overview
5.3.2.8.1.1 Role of Microsoft Corporation in the Global Precision Agriculture Market
5.3.2.8.1.2 Product Portfolio
5.3.2.8.2 Business Strategies
5.3.2.8.2.1 Product Developments
5.3.2.8.2.2 Business Expansions
5.3.2.8.3 Corporate Strategies
5.3.2.8.3.1 Mergers and Acquisitions
5.3.2.8.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
5.3.2.8.4 Analyst View
5.3.2.9 X Development LLC (Alphabet Inc.)
5.3.2.9.1 Company Overview
5.3.2.9.1.1 Role of X Development LLC (Alphabet Inc.) in the Global Precision Agriculture Market
5.3.2.9.1.2 Product Portfolio
5.3.2.9.2 Analyst View
5.3.2.10 Other Key Players
6 RESEARCH METHODOLOGY
6.1.1 Primary Data Sources
6.1.2 Secondary Data Sources
6.2 Market Estimation and Forecast
LIST OF FIGURES
Figure 1: Global Precision Agriculture Market, $Million, 2021-2027
Figure 2: Market Dynamics of the Global Precision Agriculture Market
Figure 3: Global Precision Agriculture Market (by Application), $Million, 2021-2027
Figure 4: Global Precision Agriculture Market (by Function), $Million, 2021-2027
Figure 5: Global Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Figure 6: Global Precision Agriculture Market (by Technology), $Million, 2021-2027
Figure 7: Global Precision Agriculture Market (by Product), $Million, 2021-2027
Figure 8: Global Precision Agriculture Market (by Region), $Million, 2021
Figure 9: Global Precision Agriculture Market Coverage
Figure 10: Estimation of Global Population and Agricultural Land, 1991-2021
Figure 11: Estimation of Global IoT Projects by Applications, 2022
Figure 12: Estimation of GNSS Installation Base by Applications, 2021 and 2031
Figure 13: Global Precision Agriculture Market Ecosystem
Figure 14: Global Agriculture Drone Market (by Revenue), $Billion, 2021-2027
Figure 15: Global Agriculture Robot Market (by Revenue), $Billion, 2021-2027
Figure 16: Employment in Agriculture (Percentage of Total Employment), 2015-2019
Figure 17: Share of Agricultural Land by Small Farms
Figure 18: Internet Penetration % of Total Population by Region
Figure 19: Share of Key Market Strategies and Developments, January 2019-AugustWH 2022
Figure 20: Share of Product Developments and Innovations (by Company), January 2019-August 2022
Figure 21: Share of Market Developments (by Company), January 2019-August 2022
Figure 22: Share of Mergers and Acquisitions (by Company), January 2019-August 2022
Figure 23: Share of Partnerships, Collaborations, and Joint Ventures (by Company), January 2019-August 2022
Figure 24: Other Investments (by Company), January 2019-August 2022
Figure 25: Applications of 5G in Agricultural Operations
Figure 26: Total Investment and Number of Funding Deals, January 2018-August 2022
Figure 27: Country-Wise Funding Share in the Global Precision Agriculture Market, 2021
Figure 28: Top Investors in the Global Precision Agriculture Market, 2021
Figure 29: COVID-19 Impact on the Global Precision Agriculture Market
Figure 30: Russia-Ukraine War Impact on the Global Precision Agriculture Market
Figure 31: Product Categories in Sub-Segments, by Function
Figure 32: Patents Filed or Granted for Global Precision Agriculture Market, January 2019-August 2022
Figure 33: Patent Analysis (by Application), January 2019-August 2022
Figure 34: Patent Analysis (by Technology), January 2019-August 2022
Figure 35: Patent Analysis (by Key Enabling Technologies), January 2019-August 2022
Figure 36: Patent Analysis (by Organization), January 2019-August 2022
Figure 37: Patent Analysis (by Patent Office), January 2019-August 2022
Figure 38: Value Chain of the Global Precision Agriculture Market
Figure 39: Competitive Market High and Low Matrix for Precision Agriculture Equipment Manufacturers
Figure 40: Competitive Market High and Low Matrix for Precision Agriculture Software and Service Providers
Figure 41: Market Share Analysis of Precision Agriculture Equipment Manufacturers, 2021
Figure 42: Share Analysis of Precision Agriculture Software and Service Providers, 2021
Figure 43: Global Precision Agriculture Market: Research Methodology
Figure 44: Data Triangulation
Figure 45: Top-Down and Bottom-Up Approach
Figure 46: Assumptions and Limitations
Figure 1: Global Precision Agriculture Market, $Million, 2021-2027
Figure 2: Market Dynamics of the Global Precision Agriculture Market
Figure 3: Global Precision Agriculture Market (by Application), $Million, 2021-2027
Figure 4: Global Precision Agriculture Market (by Function), $Million, 2021-2027
Figure 5: Global Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Figure 6: Global Precision Agriculture Market (by Technology), $Million, 2021-2027
Figure 7: Global Precision Agriculture Market (by Product), $Million, 2021-2027
Figure 8: Global Precision Agriculture Market (by Region), $Million, 2021
Figure 9: Global Precision Agriculture Market Coverage
Figure 10: Estimation of Global Population and Agricultural Land, 1991-2021
Figure 11: Estimation of Global IoT Projects by Applications, 2022
Figure 12: Estimation of GNSS Installation Base by Applications, 2021 and 2031
Figure 13: Global Precision Agriculture Market Ecosystem
Figure 14: Global Agriculture Drone Market (by Revenue), $Billion, 2021-2027
Figure 15: Global Agriculture Robot Market (by Revenue), $Billion, 2021-2027
Figure 16: Employment in Agriculture (Percentage of Total Employment), 2015-2019
Figure 17: Share of Agricultural Land by Small Farms
Figure 18: Internet Penetration % of Total Population by Region
Figure 19: Share of Key Market Strategies and Developments, January 2019-AugustWH 2022
Figure 20: Share of Product Developments and Innovations (by Company), January 2019-August 2022
Figure 21: Share of Market Developments (by Company), January 2019-August 2022
Figure 22: Share of Mergers and Acquisitions (by Company), January 2019-August 2022
Figure 23: Share of Partnerships, Collaborations, and Joint Ventures (by Company), January 2019-August 2022
Figure 24: Other Investments (by Company), January 2019-August 2022
Figure 25: Applications of 5G in Agricultural Operations
Figure 26: Total Investment and Number of Funding Deals, January 2018-August 2022
Figure 27: Country-Wise Funding Share in the Global Precision Agriculture Market, 2021
Figure 28: Top Investors in the Global Precision Agriculture Market, 2021
Figure 29: COVID-19 Impact on the Global Precision Agriculture Market
Figure 30: Russia-Ukraine War Impact on the Global Precision Agriculture Market
Figure 31: Product Categories in Sub-Segments, by Function
Figure 32: Patents Filed or Granted for Global Precision Agriculture Market, January 2019-August 2022
Figure 33: Patent Analysis (by Application), January 2019-August 2022
Figure 34: Patent Analysis (by Technology), January 2019-August 2022
Figure 35: Patent Analysis (by Key Enabling Technologies), January 2019-August 2022
Figure 36: Patent Analysis (by Organization), January 2019-August 2022
Figure 37: Patent Analysis (by Patent Office), January 2019-August 2022
Figure 38: Value Chain of the Global Precision Agriculture Market
Figure 39: Competitive Market High and Low Matrix for Precision Agriculture Equipment Manufacturers
Figure 40: Competitive Market High and Low Matrix for Precision Agriculture Software and Service Providers
Figure 41: Market Share Analysis of Precision Agriculture Equipment Manufacturers, 2021
Figure 42: Share Analysis of Precision Agriculture Software and Service Providers, 2021
Figure 43: Global Precision Agriculture Market: Research Methodology
Figure 44: Data Triangulation
Figure 45: Top-Down and Bottom-Up Approach
Figure 46: Assumptions and Limitations
LIST OF TABLES
Table 1: Key Consortiums and Associations in the Global Precision Agriculture Market
Table 2: Key Regulatory Frameworks
Table 3: Government Initiatives to Promote Precision Agriculture
Table 4: Classification of Drones in the Global Precision Agriculture Market
Table 5: Major Market Players providing Drones in the Global Precision Agriculture Market
Table 6: Types of Robots in the Global Precision Agriculture Market
Table 7: Key Market Players Providing Robots in the Global Precision Agriculture Market
Table 8: Precision Agriculture Benefits
Table 9: Estimated Investment Costs and Service Contracts for Precision Agriculture Technologies
Table 10: Key Startups in the Global Precision Agriculture Market
Table 11: Top Funding Deals by the Startups in the Global Precision Agriculture Market, 2021
Table 12: Future Investment Trends in the Global Precision Agriculture Startup Ecosystem by Regions or Countries
Table 13: Key Field Monitoring Technologies Utilized for Global Precision Agriculture Market
Table 14: Key Market Players in Field Monitoring Services
Table 15: Key Crop Forecasting Technologies Utilized in the Global Precision Agriculture Market
Table 16: Organizations Offering Crop Forecasting Services
Table 17: Major Precision Planting Technologies Utilized in the Global Precision Agriculture Market
Table 18: Key Players Offering Precision Planting Services
Table 19: Key Precision Spraying Technologies Utilized in the Global Precision Agriculture Market
Table 20: Key Players Offering Precision Spraying Services
Table 21: Key Precision Fertilization Technologies Utilized in the Global Precision Agriculture Market
Table 22: Key Players Offering Precision Fertilization Services
Table 23: Major Precision Irrigation Methods for Global Precision Agriculture Market
Table 24: Market Players Offering Precision Irrigation Services
Table 25: Key Farm Management Technologies Utilized in the Global Precision Agriculture Market
Table 26: Key Companies Providing Farm Management Services
Table 27: Global Precision Agriculture Market (by Application), $Million, 2021-2027
Table 28: Key Companies Providing Farm Management Services
Table 29: Companies Providing Field Management Services
Table 30: Companies Providing Fleet Management Services
Table 31: Global Precision Agriculture Market (by Function), $Million, 2021-2027
Table 32: Key Precision Agriculture Technologies Used for Cultivating Cereals
Table 33: Key Precision Agriculture Technologies Used for Cultivating Oil Crops
Table 34: Key Precision Agriculture Technologies Used for Cultivating Industrial Crops
Table 35: Key Precision Agriculture Technologies Used for Cultivating Fruits
Table 36: Key Precision Agriculture Technologies Used for Cultivating Vegetables
Table 37: Key Precision Agriculture Sensors Used for Cultivating Vegetables
Table 38: Key Precision Agriculture Technologies Used for Cultivating Nuts
Table 39: Global Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 40: Guidance Technology Provided by Key Companies Operating in Precision Agriculture Market
Table 41: Sensing Technology Advantages in Various Applications
Table 42: Sensing Technology Provided by Key Companies Operating in Precision Agriculture Market
Table 43: Variable Rate Application Technology Provided by Key Companies Operating in Precision Agriculture Market
Table 44: Data Analytics and Intelligence Provided by Key Companies Operating in Precision Agriculture Market
Table 45: Global Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 46: Key Market Player Providing Display or Yield Monitoring Components for Precision Agriculture
Table 47: Key Market Player Providing Flow and Application Rate Control Valve Components for Precision Agriculture
Table 48: Key Types of Sensing and Navigation Components for Precision Agriculture
Table 49: Key Companies Providing Sensing Components for Precision Agriculture
Table 50: Key Companies Providing GPS/GNSS for Precision Agriculture
Table 51: Key Companies Providing Guidance and Steering Components for Precision Agriculture
Table 52: Key Companies Offering Climate Control Components for Precision Agriculture
Table 53: Key Companies Offering LED Grow Lights for Precision Agriculture
Table 54: Key Companies Providing Software for Precision Agriculture
Table 55: Key Companies Providing Farm Operation Management Software
Table 56: Key Companies Providing Hardware Control Application Software
Table 57: Companies Providing Data and Predictive Analytics Software
Table 58: Global Precision Agriculture Market (by Product), $Million, 2021-2027
Table 59: Global Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 60: Global Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 61: Global Precision Agriculture Market (by Software), $Million, 2021-2027
Table 62: Primary Application or Technology Focused by Key Players in Patent Filing
Table 63: Global Precision Agriculture Market (by Region), $Million, 2021-2027
Table 64: North America Precision Agriculture Market (by Application), $Million, 2021-2027
Table 65: North America Precision Agriculture Market (by Function), $Million, 2021-2027
Table 66: North America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 67: North America Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 68: North America Precision Agriculture Market (by Product), $Million, 2021-2027
Table 69: North America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 70: North America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 71: North America Precision Agriculture Market (by Software), $Million, 2021-2027
Table 72: North America Precision Agriculture Market (by Country), $Million, 2021-2027
Table 73: U.S. Precision Agriculture Market (by Application), $Million, 2021-2027
Table 74: U.S. Precision Agriculture Market (by Function), $Million, 2021-2027
Table 75: U.S. Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 76: U.S. Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 77: U.S. Precision Agriculture Market (by Product), $Million, 2021-2027
Table 78: U.S. Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 79: U.S. Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 80: U.S. Precision Agriculture Market (by Software), $Million, 2021-2027
Table 81: Canada Precision Agriculture Market (by Application), $Million, 2021-2027
Table 82: Canada Precision Agriculture Market (by Function), $Million, 2021-2027
Table 83: Canada Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 84: Canada Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 85: Canada Precision Agriculture Market (by Product), $Million, 2021-2027
Table 86: Canada Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 87: Canada Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 88: Canada Precision Agriculture Market (by Software), $Million, 2021-2027
Table 89: South America Precision Agriculture Market (by Application), $Million, 2021-2027
Table 90: South America Precision Agriculture Market (by Function), $Million, 2021-2027
Table 91: South America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 92: South America Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 93: South America Precision Agriculture Market (by Product), $Million, 2021-2027
Table 94: South America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 95: South America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 96: South America Precision Agriculture Market (by Software), $Million, 2021-2027
Table 97: South America Precision Agriculture Market (by Country), $Million, 2021-2027
Table 98: Brazil Precision Agriculture Market (by Application), $Million, 2021-2027
Table 99: Brazil Precision Agriculture Market (by Function), $Million, 2021-2027
Table 100: Brazil Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 101: Brazil Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 102: Brazil Precision Agriculture Market (by Product), $Million, 2021-2027
Table 103: Brazil Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 104: Brazil Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 105: Brazil Precision Agriculture Market (by Software), $Million, 2021-2027
Table 106: Argentina Precision Agriculture Market (by Application), $Million, 2021-2027
Table 107: Argentina Precision Agriculture Market (by Function), $Million, 2021-2027
Table 108: Argentina Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 109: Argentina Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 110: Argentina Precision Agriculture Market (by Product), $Million, 2021-2027
Table 111: Argentina Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 112: Argentina Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 113: Argentina Precision Agriculture Market (by Software), $Million, 2021-2027
Table 114: Chile Precision Agriculture Market (by Application), $Million, 2021-2027
Table 115: Chile Precision Agriculture Market (by Function), $Million, 2021-2027
Table 116: Chile Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 117: Chile Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 118: Chile Precision Agriculture Market (by Product), $Million, 2021-2027
Table 119: Chile Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 120: Chile Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 121: Chile Precision Agriculture Market (by Software), $Million, 2021-2027
Table 122: Peru Precision Agriculture Market (by Application), $Million, 2021-2027
Table 123: Peru Precision Agriculture Market (by Function), $Million, 2021-2027
Table 124: Peru Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 125: Peru Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 126: Peru Precision Agriculture Market (by Product), $Million, 2021-2027
Table 127: Peru Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 128: Peru Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 129: Peru Precision Agriculture Market (by Software), $Million, 2021-2027
Table 130: Mexico Precision Agriculture Market (by Application), $Million, 2021-2027
Table 131: Mexico Precision Agriculture Market (by Function), $Million, 2021-2027
Table 132: Mexico Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 133: Mexico Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 134: Mexico Precision Agriculture Market (by Product), $Million, 2021-2027
Table 135: Mexico Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 136: Mexico Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 137: Mexico Precision Agriculture Market (by Software), $Million, 2021-2027
Table 138: Rest-of-South America Precision Agriculture Market (by Application), $Million, 2021-2027
Table 139: Rest-of-South America Precision Agriculture Market (by Function), $Million, 2021-2027
Table 140: Rest-of-South America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 141: Rest-of-South America Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 142: Rest-of-South America Precision Agriculture Market (by Product), $Million, 2021-2027
Table 143: Rest-of-South America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 144: Rest-of-South America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 145: Rest-of-South America Precision Agriculture Market (by Software), $Million, 2021-2027
Table 146: Europe Precision Agriculture Market (by Application), $Million, 2021-2027
Table 147: Europe Precision Agriculture Market (by Function), $Million, 2021-2027
Table 148: Europe Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 149: Europe Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 150: Europe Precision Agriculture Market (by Product), $Million, 2021-2027
Table 151: Europe Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 152: Europe Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 153: Europe Precision Agriculture Market (by Software), $Million, 2021-2027
Table 154: Europe Precision Agriculture Market (by Country), $Million, 2021-2027
Table 155: Germany Precision Agriculture Market (by Application), $Million, 2021-2027
Table 156: Germany Precision Agriculture Market (by Function), $Million, 2021-2027
Table 157: Germany Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 158: Germany Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 159: Germany Precision Agriculture Market (by Product), $Million, 2021-2027
Table 160: Germany Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 161: Germany Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 162: Germany Precision Agriculture Market (by Software), $Million, 2021-2027
Table 163: France Precision Agriculture Market (by Application), $Million, 2021-2027
Table 164: France Precision Agriculture Market (by Function), $Million, 2021-2027
Table 165: France Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 166: France Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 167: France Precision Agriculture Market (by Product), $Million, 2021-2027
Table 168: France Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 169: France Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 170: France Precision Agriculture Market (by Software), $Million, 2021-2027
Table 171: Netherlands Precision Agriculture Market (by Application), $Million, 2021-2027
Table 172: Netherlands Precision Agriculture Market (by Function), $Million, 2021-2027
Table 173: Netherlands Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 174: Netherlands Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 175: Netherlands Precision Agriculture Market (by Product), $Million, 2021-2027
Table 176: Netherlands Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 177: Netherlands Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 178: Netherlands Precision Agriculture Market (by Software), $Million, 2021-2027
Table 179: Italy Precision Agriculture Market (by Application), $Million, 2021-2027
Table 180: Italy Precision Agriculture Market (by Function), $Million, 2021-2027
Table 181: Italy Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 182: Italy Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 183: Italy Precision Agriculture Market (by Product), $Million, 2021-2027
Table 184: Italy Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 185: Italy Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 186: Italy Precision Agriculture Market (by Software), $Million, 2021-2027
Table 187: Spain Precision Agriculture Market (by Application), $Million, 2021-2027
Table 188: Spain Precision Agriculture Market (by Function), $Million, 2021-2027
Table 189: Spain Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 190: Spain Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 191: Spain Precision Agriculture Market (by Product), $Million, 2021-2027
Table 192: Spain Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 193: Spain Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 194: Spain Precision Agriculture Market (by Software), $Million, 2021-2027
Table 195: Denmark Precision Agriculture Market (by Application), $Million, 2021-2027
Table 196: Denmark Precision Agriculture Market (by Function), $Million, 2021-2027
Table 197: Denmark Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 198: Denmark Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 199: Denmark Precision Agriculture Market (by Product), $Million, 2021-2027
Table 200: Denmark Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 201: Denmark Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 202: Denmark Precision Agriculture Market (by Software), $Million, 2021-2027
Table 203: Rest-of-Europe Precision Agriculture Market (by Application), $Million, 2021-2027
Table 204: Rest-of-Europe Precision Agriculture Market (by Function), $Million, 2021-2027
Table 205: Rest-of-Europe Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 206: Rest-of-Europe Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 207: Rest-of-Europe Precision Agriculture Market (by Product), $Million, 2021-2027
Table 208: Rest-of-Europe Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 209: Rest-of-Europe Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 210: Rest-of-Europe Precision Agriculture Market (by Software), $Million, 2021-2027
Table 211: U.K. Precision Agriculture Market (by Application), $Million, 2021-2027
Table 212: U.K. Precision Agriculture Market (by Function), $Million, 2021-2027
Table 213: U.K. Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 214: U.K. Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 215: U.K. Precision Agriculture Market (by Product), $Million, 2021-2027
Table 216: U.K. Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 217: U.K. Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 218: U.K. Precision Agriculture Market (by Software), $Million, 2021-2027
Table 219: Middle East and Africa Precision Agriculture Market (by Application), $Million, 2021-2027
Table 220: Middle East and Africa Precision Agriculture Market (by Function), $Million, 2021-2027
Table 221: Middle East and Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 222: Middle East and Africa Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 223: Middle East and Africa Precision Agriculture Market (by Product), $Million, 2021-2027
Table 224: Middle East and Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 225: Middle East and Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 226: Middle East and Africa Precision Agriculture Market (by Software), $Million, 2021-2027
Table 227: Middle East and Africa Precision Agriculture Market (by Country), $Million, 2021-2027
Table 228: Israel Precision Agriculture Market (by Application), $Million, 2021-2027
Table 229: Israel Precision Agriculture Market (by Function), $Million, 2021-2027
Table 230: Israel Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 231: Israel Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 232: Israel Precision Agriculture Market (by Product), $Million, 2021-2027
Table 233: Israel Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 234: Israel Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 235: Israel Precision Agriculture Market (by Software), $Million, 2021-2027
Table 236: South Africa Precision Agriculture Market (by Application), $Million, 2021-2027
Table 237: South Africa Precision Agriculture Market (by Function), $Million, 2021-2027
Table 238: South Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 239: South Africa Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 240: South Africa Precision Agriculture Market (by Product), $Million, 2021-2027
Table 241: South Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 242: South Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 243: South Africa Precision Agriculture Market (by Software), $Million, 2021-2027
Table 244: Turkey Precision Agriculture Market (by Application), $Million, 2021-2027
Table 245: Turkey Precision Agriculture Market (by Function), $Million, 2021-2027
Table 246: Turkey Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 247: Turkey Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 248: Turkey Precision Agriculture Market (by Product), $Million, 2021-2027
Table 249: Turkey Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 250: Turkey Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 251: Turkey Precision Agriculture Market (by Software), $Million, 2021-2027
Table 252: Rest-of-Middle East and Africa Precision Agriculture Market (by Application), $Million, 2021-2027
Table 253: Rest-of-Middle East and Africa Precision Agriculture Market (by Function), $Million, 2021-2027
Table 254: Rest-of-Middle East and Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 255: Rest-of-Middle East and Africa Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 256: Rest-of-Middle East and Africa Precision Agriculture Market (by Product), $Million, 2021-2027
Table 257: Rest-of-Middle East and Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 258: Rest-of-Middle East and Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 259: Rest-of-Middle East and Africa Precision Agriculture Market (by Software), $Million, 2021-2027
Table 260: China Precision Agriculture Market (by Application), $Million, 2021-2027
Table 261: China Precision Agriculture Market (by Function), $Million, 2021-2027
Table 262: China Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 263: China Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 264: China Precision Agriculture Market (by Product), $Million, 2021-2027
Table 265: China Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 266: China Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 267: China Precision Agriculture Market (by Software), $Million, 2021-2027
Table 268: Asia-Pacific and Japan Precision Agriculture Market (by Application), $Million, 2021-2027
Table 269: Asia-Pacific and Japan Precision Agriculture Market (by Function), $Million, 2021-2027
Table 270: Asia-Pacific and Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 271: Asia-Pacific and Japan Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 272: Asia-Pacific and Japan Precision Agriculture Market (by Product), $Million, 2021-2027
Table 273: Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 274: Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 275: Asia-Pacific and Japan Precision Agriculture Market (by Software), $Million, 2021-2027
Table 276: Asia-Pacific and Japan Precision Agriculture Market (by Country), $Million, 2021-2027
Table 277: Japan Precision Agriculture Market (by Application), $Million, 2021-2027
Table 278: Japan Precision Agriculture Market (by Function), $Million, 2021-2027
Table 279: Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 280: Japan Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 281: Japan Precision Agriculture Market (by Product), $Million, 2021-2027
Table 282: Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 283: Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 284: Japan Precision Agriculture Market (by Software), $Million, 2021-2027
Table 285: Australia and New Zealand Precision Agriculture Market (by Application), $Million, 2021-2027
Table 286: Australia and New Zealand Precision Agriculture Market (by Function), $Million, 2021-2027
Table 287: Australia and New Zealand Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 288: Australia and New Zealand Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 289: Australia and New Zealand Precision Agriculture Market (by Product), $Million, 2021-2027
Table 290: Australia and New Zealand Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 291: Australia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 292: Australia and New Zealand Precision Agriculture Market (by Software), $Million, 2021-2027
Table 293: India Precision Agriculture Market (by Application), $Million, 2021-2027
Table 294: India Precision Agriculture Market (by Function), $Million, 2021-2027
Table 295: India Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 296: India Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 297: India Precision Agriculture Market (by Product), $Million, 2021-2027
Table 298: India Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 299: India Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 300: India Precision Agriculture Market (by Software), $Million, 2021-2027
Table 301: Indonesia Precision Agriculture Market (by Application), $Million, 2021-2027
Table 302: Indonesia Precision Agriculture Market (by Function), $Million, 2021-2027
Table 303: Indonesia Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 304: Indonesia Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 305: Indonesia Precision Agriculture Market (by Product), $Million, 2021-2027
Table 306: Indonesia Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 307: Indonesia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 308: Indonesia Precision Agriculture Market (by Software), $Million, 2021-2027
Table 309: Vietnam Precision Agriculture Market (by Application), $Million, 2021-2027
Table 310: Vietnam Precision Agriculture Market (by Function), $Million, 2021-2027
Table 311: Vietnam Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 312: Vietnam Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 313: Vietnam Precision Agriculture Market (by Product), $Million, 2021-2027
Table 314: Vietnam Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 315: Vietnam Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 316: Vietnam Precision Agriculture Market (by Software), $Million, 2021-2027
Table 317: Malaysia Precision Agriculture Market (by Application), $Million, 2021-2027
Table 318: Malaysia Precision Agriculture Market (by Function), $Million, 2021-2027
Table 319: Malaysia Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 320: Malaysia Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 321: Malaysia Precision Agriculture Market (by Product), $Million, 2021-2027
Table 322: Malaysia Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 323: Malaysia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 324: Malaysia Precision Agriculture Market (by Software), $Million, 2021-2027
Table 325: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Application), $Million, 2021-2027
Table 326: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Function), $Million, 2021-2027
Table 327: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 328: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 329: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Product), $Million, 2021-2027
Table 330: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 331: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 332: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Software), $Million, 2021-2027
Table 333: Market Ranking Analysis of Precision Agriculture Companies, 2021 (B2B)
Table 334: Market Ranking Analysis of Precision Agriculture Companies, 2021 (B2C)
Table 335: AGCO Corporation: Product Portfolio
Table 336: AGCO Corporation: Product Developments
Table 337: AGCO Corporation: Mergers and Acquisitions
Table 338: AGCO Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 339: CLAAS Group: Product Portfolio
Table 340: CLAAS Group: Product Developments
Table 341: CLAAS Group: Mergers and Acquisitions
Table 342: CLAAS Group: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 343: CNH Industrial N.V.: Product Portfolio
Table 344: CNH Industrial N.V.: Product Developments
Table 345: CNH Industrial N.V.: Business Expansions
Table 346: CNH Industrial N.V.: Mergers and Acquisitions
Table 347: CNH Industrial N.V.: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 348: Deere & Company: Product Portfolio
Table 349: Deere & Company: Product Developments
Table 350: Deere & Company: Business Expansions
Table 351: Deere & Company: Mergers and Acquisitions
Table 352: Deere & Company: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 353: Hexagon Agriculture: Product Portfolio
Table 354: Hexagon Agriculture: Product Developments
Table 355: Hexagon Agriculture: Business Expansions
Table 356: Hexagon Agriculture: Mergers and Acquisitions
Table 357: Hexagon Agriculture: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 358: Kubota Corporation: Product Portfolio
Table 359: Kubota Corporation: Business Expansions
Table 360: Kubota Corporation: Mergers and Acquisitions
Table 361: Kubota Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 362: TeeJet Technologies: Product Portfolio
Table 363: TeeJet Technologies: Product Developments
Table 364: TeeJet Technologies: Business Expansions
Table 365: The Toro Company: Product Portfolio
Table 366: The Toro Company: Product Developments
Table 367: The Toro Company: Business Expansions
Table 368: The Toro Company: Mergers and Acquisitions
Table 369: The Toro Company: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 370: Topcon Corporation: Product Portfolio
Table 371: Topcon Corporation: Product Developments
Table 372: Topcon Corporation: Business Expansions
Table 373: Topcon Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 374: Yanmar Co. Ltd.: Product Portfolio
Table 375: Yanmar Co. Ltd.: Product Developments
Table 376: Yanmar Co. Ltd.: Business Expansions
Table 377: Yanmar Co. Ltd.: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 378: Accenture: Product Portfolio
Table 379: Accenture: Business Expansions
Table 380: Accenture: Mergers and Acquisitions
Table 381: AGRIVI: Product Portfolio
Table 382: AGRIVI: Product Developments
Table 383: AGRIVI: Business Expansions
Table 384: AGRIVI: Mergers and Acquisitions
Table 385: AGRIVI: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 386: Amazon Web Services, Inc.: Product Portfolio
Table 387: Amazon Web Services, Inc.: Product Developments
Table 388: Amazon Web Services, Inc.: Business Expansions
Table 389: Amazon Web Services, Inc.: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 390: BASF SE: Product Portfolio
Table 391: BASF SE: Product Developments
Table 392: BASF SE: Business Expansions
Table 393: BASF SE: Mergers and Acquisitions
Table 394: BASF SE: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 395: Climate LLC: Product Portfolio
Table 396: Climate LLC: Product Developments
Table 397: Climate LLC: Business Expansions
Table 398: Climate LLC: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 399: Granular Inc.: Product Portfolio
Table 400: Granular Inc.: Product Developments
Table 401: Granular Inc.: Mergers and Acquisitions
Table 402: Granular Inc.: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 403: IBM Corporation: Product Portfolio
Table 404: IBM Corporation: Product Developments
Table 405: IBM Corporation: Business Expansions
Table 406: IBM Corporation: Mergers and Acquisitions
Table 407: IBM Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 408: Microsoft Corporation: Product Portfolio
Table 409: Microsoft Corporation: Product Developments
Table 410: Microsoft Corporation: Business Expansions
Table 411: Microsoft Corporation: Mergers and Acquisitions
Table 412: Microsoft Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 413: X Development LLC (Alphabet Inc.): Product Portfolio
Table 414: Other Key Players in the Global Precision Agriculture Market
Table 1: Key Consortiums and Associations in the Global Precision Agriculture Market
Table 2: Key Regulatory Frameworks
Table 3: Government Initiatives to Promote Precision Agriculture
Table 4: Classification of Drones in the Global Precision Agriculture Market
Table 5: Major Market Players providing Drones in the Global Precision Agriculture Market
Table 6: Types of Robots in the Global Precision Agriculture Market
Table 7: Key Market Players Providing Robots in the Global Precision Agriculture Market
Table 8: Precision Agriculture Benefits
Table 9: Estimated Investment Costs and Service Contracts for Precision Agriculture Technologies
Table 10: Key Startups in the Global Precision Agriculture Market
Table 11: Top Funding Deals by the Startups in the Global Precision Agriculture Market, 2021
Table 12: Future Investment Trends in the Global Precision Agriculture Startup Ecosystem by Regions or Countries
Table 13: Key Field Monitoring Technologies Utilized for Global Precision Agriculture Market
Table 14: Key Market Players in Field Monitoring Services
Table 15: Key Crop Forecasting Technologies Utilized in the Global Precision Agriculture Market
Table 16: Organizations Offering Crop Forecasting Services
Table 17: Major Precision Planting Technologies Utilized in the Global Precision Agriculture Market
Table 18: Key Players Offering Precision Planting Services
Table 19: Key Precision Spraying Technologies Utilized in the Global Precision Agriculture Market
Table 20: Key Players Offering Precision Spraying Services
Table 21: Key Precision Fertilization Technologies Utilized in the Global Precision Agriculture Market
Table 22: Key Players Offering Precision Fertilization Services
Table 23: Major Precision Irrigation Methods for Global Precision Agriculture Market
Table 24: Market Players Offering Precision Irrigation Services
Table 25: Key Farm Management Technologies Utilized in the Global Precision Agriculture Market
Table 26: Key Companies Providing Farm Management Services
Table 27: Global Precision Agriculture Market (by Application), $Million, 2021-2027
Table 28: Key Companies Providing Farm Management Services
Table 29: Companies Providing Field Management Services
Table 30: Companies Providing Fleet Management Services
Table 31: Global Precision Agriculture Market (by Function), $Million, 2021-2027
Table 32: Key Precision Agriculture Technologies Used for Cultivating Cereals
Table 33: Key Precision Agriculture Technologies Used for Cultivating Oil Crops
Table 34: Key Precision Agriculture Technologies Used for Cultivating Industrial Crops
Table 35: Key Precision Agriculture Technologies Used for Cultivating Fruits
Table 36: Key Precision Agriculture Technologies Used for Cultivating Vegetables
Table 37: Key Precision Agriculture Sensors Used for Cultivating Vegetables
Table 38: Key Precision Agriculture Technologies Used for Cultivating Nuts
Table 39: Global Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 40: Guidance Technology Provided by Key Companies Operating in Precision Agriculture Market
Table 41: Sensing Technology Advantages in Various Applications
Table 42: Sensing Technology Provided by Key Companies Operating in Precision Agriculture Market
Table 43: Variable Rate Application Technology Provided by Key Companies Operating in Precision Agriculture Market
Table 44: Data Analytics and Intelligence Provided by Key Companies Operating in Precision Agriculture Market
Table 45: Global Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 46: Key Market Player Providing Display or Yield Monitoring Components for Precision Agriculture
Table 47: Key Market Player Providing Flow and Application Rate Control Valve Components for Precision Agriculture
Table 48: Key Types of Sensing and Navigation Components for Precision Agriculture
Table 49: Key Companies Providing Sensing Components for Precision Agriculture
Table 50: Key Companies Providing GPS/GNSS for Precision Agriculture
Table 51: Key Companies Providing Guidance and Steering Components for Precision Agriculture
Table 52: Key Companies Offering Climate Control Components for Precision Agriculture
Table 53: Key Companies Offering LED Grow Lights for Precision Agriculture
Table 54: Key Companies Providing Software for Precision Agriculture
Table 55: Key Companies Providing Farm Operation Management Software
Table 56: Key Companies Providing Hardware Control Application Software
Table 57: Companies Providing Data and Predictive Analytics Software
Table 58: Global Precision Agriculture Market (by Product), $Million, 2021-2027
Table 59: Global Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 60: Global Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 61: Global Precision Agriculture Market (by Software), $Million, 2021-2027
Table 62: Primary Application or Technology Focused by Key Players in Patent Filing
Table 63: Global Precision Agriculture Market (by Region), $Million, 2021-2027
Table 64: North America Precision Agriculture Market (by Application), $Million, 2021-2027
Table 65: North America Precision Agriculture Market (by Function), $Million, 2021-2027
Table 66: North America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 67: North America Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 68: North America Precision Agriculture Market (by Product), $Million, 2021-2027
Table 69: North America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 70: North America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 71: North America Precision Agriculture Market (by Software), $Million, 2021-2027
Table 72: North America Precision Agriculture Market (by Country), $Million, 2021-2027
Table 73: U.S. Precision Agriculture Market (by Application), $Million, 2021-2027
Table 74: U.S. Precision Agriculture Market (by Function), $Million, 2021-2027
Table 75: U.S. Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 76: U.S. Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 77: U.S. Precision Agriculture Market (by Product), $Million, 2021-2027
Table 78: U.S. Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 79: U.S. Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 80: U.S. Precision Agriculture Market (by Software), $Million, 2021-2027
Table 81: Canada Precision Agriculture Market (by Application), $Million, 2021-2027
Table 82: Canada Precision Agriculture Market (by Function), $Million, 2021-2027
Table 83: Canada Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 84: Canada Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 85: Canada Precision Agriculture Market (by Product), $Million, 2021-2027
Table 86: Canada Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 87: Canada Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 88: Canada Precision Agriculture Market (by Software), $Million, 2021-2027
Table 89: South America Precision Agriculture Market (by Application), $Million, 2021-2027
Table 90: South America Precision Agriculture Market (by Function), $Million, 2021-2027
Table 91: South America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 92: South America Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 93: South America Precision Agriculture Market (by Product), $Million, 2021-2027
Table 94: South America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 95: South America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 96: South America Precision Agriculture Market (by Software), $Million, 2021-2027
Table 97: South America Precision Agriculture Market (by Country), $Million, 2021-2027
Table 98: Brazil Precision Agriculture Market (by Application), $Million, 2021-2027
Table 99: Brazil Precision Agriculture Market (by Function), $Million, 2021-2027
Table 100: Brazil Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 101: Brazil Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 102: Brazil Precision Agriculture Market (by Product), $Million, 2021-2027
Table 103: Brazil Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 104: Brazil Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 105: Brazil Precision Agriculture Market (by Software), $Million, 2021-2027
Table 106: Argentina Precision Agriculture Market (by Application), $Million, 2021-2027
Table 107: Argentina Precision Agriculture Market (by Function), $Million, 2021-2027
Table 108: Argentina Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 109: Argentina Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 110: Argentina Precision Agriculture Market (by Product), $Million, 2021-2027
Table 111: Argentina Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 112: Argentina Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 113: Argentina Precision Agriculture Market (by Software), $Million, 2021-2027
Table 114: Chile Precision Agriculture Market (by Application), $Million, 2021-2027
Table 115: Chile Precision Agriculture Market (by Function), $Million, 2021-2027
Table 116: Chile Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 117: Chile Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 118: Chile Precision Agriculture Market (by Product), $Million, 2021-2027
Table 119: Chile Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 120: Chile Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 121: Chile Precision Agriculture Market (by Software), $Million, 2021-2027
Table 122: Peru Precision Agriculture Market (by Application), $Million, 2021-2027
Table 123: Peru Precision Agriculture Market (by Function), $Million, 2021-2027
Table 124: Peru Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 125: Peru Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 126: Peru Precision Agriculture Market (by Product), $Million, 2021-2027
Table 127: Peru Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 128: Peru Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 129: Peru Precision Agriculture Market (by Software), $Million, 2021-2027
Table 130: Mexico Precision Agriculture Market (by Application), $Million, 2021-2027
Table 131: Mexico Precision Agriculture Market (by Function), $Million, 2021-2027
Table 132: Mexico Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 133: Mexico Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 134: Mexico Precision Agriculture Market (by Product), $Million, 2021-2027
Table 135: Mexico Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 136: Mexico Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 137: Mexico Precision Agriculture Market (by Software), $Million, 2021-2027
Table 138: Rest-of-South America Precision Agriculture Market (by Application), $Million, 2021-2027
Table 139: Rest-of-South America Precision Agriculture Market (by Function), $Million, 2021-2027
Table 140: Rest-of-South America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 141: Rest-of-South America Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 142: Rest-of-South America Precision Agriculture Market (by Product), $Million, 2021-2027
Table 143: Rest-of-South America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 144: Rest-of-South America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 145: Rest-of-South America Precision Agriculture Market (by Software), $Million, 2021-2027
Table 146: Europe Precision Agriculture Market (by Application), $Million, 2021-2027
Table 147: Europe Precision Agriculture Market (by Function), $Million, 2021-2027
Table 148: Europe Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 149: Europe Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 150: Europe Precision Agriculture Market (by Product), $Million, 2021-2027
Table 151: Europe Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 152: Europe Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 153: Europe Precision Agriculture Market (by Software), $Million, 2021-2027
Table 154: Europe Precision Agriculture Market (by Country), $Million, 2021-2027
Table 155: Germany Precision Agriculture Market (by Application), $Million, 2021-2027
Table 156: Germany Precision Agriculture Market (by Function), $Million, 2021-2027
Table 157: Germany Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 158: Germany Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 159: Germany Precision Agriculture Market (by Product), $Million, 2021-2027
Table 160: Germany Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 161: Germany Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 162: Germany Precision Agriculture Market (by Software), $Million, 2021-2027
Table 163: France Precision Agriculture Market (by Application), $Million, 2021-2027
Table 164: France Precision Agriculture Market (by Function), $Million, 2021-2027
Table 165: France Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 166: France Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 167: France Precision Agriculture Market (by Product), $Million, 2021-2027
Table 168: France Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 169: France Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 170: France Precision Agriculture Market (by Software), $Million, 2021-2027
Table 171: Netherlands Precision Agriculture Market (by Application), $Million, 2021-2027
Table 172: Netherlands Precision Agriculture Market (by Function), $Million, 2021-2027
Table 173: Netherlands Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 174: Netherlands Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 175: Netherlands Precision Agriculture Market (by Product), $Million, 2021-2027
Table 176: Netherlands Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 177: Netherlands Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 178: Netherlands Precision Agriculture Market (by Software), $Million, 2021-2027
Table 179: Italy Precision Agriculture Market (by Application), $Million, 2021-2027
Table 180: Italy Precision Agriculture Market (by Function), $Million, 2021-2027
Table 181: Italy Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 182: Italy Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 183: Italy Precision Agriculture Market (by Product), $Million, 2021-2027
Table 184: Italy Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 185: Italy Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 186: Italy Precision Agriculture Market (by Software), $Million, 2021-2027
Table 187: Spain Precision Agriculture Market (by Application), $Million, 2021-2027
Table 188: Spain Precision Agriculture Market (by Function), $Million, 2021-2027
Table 189: Spain Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 190: Spain Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 191: Spain Precision Agriculture Market (by Product), $Million, 2021-2027
Table 192: Spain Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 193: Spain Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 194: Spain Precision Agriculture Market (by Software), $Million, 2021-2027
Table 195: Denmark Precision Agriculture Market (by Application), $Million, 2021-2027
Table 196: Denmark Precision Agriculture Market (by Function), $Million, 2021-2027
Table 197: Denmark Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 198: Denmark Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 199: Denmark Precision Agriculture Market (by Product), $Million, 2021-2027
Table 200: Denmark Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 201: Denmark Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 202: Denmark Precision Agriculture Market (by Software), $Million, 2021-2027
Table 203: Rest-of-Europe Precision Agriculture Market (by Application), $Million, 2021-2027
Table 204: Rest-of-Europe Precision Agriculture Market (by Function), $Million, 2021-2027
Table 205: Rest-of-Europe Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 206: Rest-of-Europe Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 207: Rest-of-Europe Precision Agriculture Market (by Product), $Million, 2021-2027
Table 208: Rest-of-Europe Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 209: Rest-of-Europe Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 210: Rest-of-Europe Precision Agriculture Market (by Software), $Million, 2021-2027
Table 211: U.K. Precision Agriculture Market (by Application), $Million, 2021-2027
Table 212: U.K. Precision Agriculture Market (by Function), $Million, 2021-2027
Table 213: U.K. Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 214: U.K. Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 215: U.K. Precision Agriculture Market (by Product), $Million, 2021-2027
Table 216: U.K. Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 217: U.K. Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 218: U.K. Precision Agriculture Market (by Software), $Million, 2021-2027
Table 219: Middle East and Africa Precision Agriculture Market (by Application), $Million, 2021-2027
Table 220: Middle East and Africa Precision Agriculture Market (by Function), $Million, 2021-2027
Table 221: Middle East and Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 222: Middle East and Africa Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 223: Middle East and Africa Precision Agriculture Market (by Product), $Million, 2021-2027
Table 224: Middle East and Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 225: Middle East and Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 226: Middle East and Africa Precision Agriculture Market (by Software), $Million, 2021-2027
Table 227: Middle East and Africa Precision Agriculture Market (by Country), $Million, 2021-2027
Table 228: Israel Precision Agriculture Market (by Application), $Million, 2021-2027
Table 229: Israel Precision Agriculture Market (by Function), $Million, 2021-2027
Table 230: Israel Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 231: Israel Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 232: Israel Precision Agriculture Market (by Product), $Million, 2021-2027
Table 233: Israel Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 234: Israel Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 235: Israel Precision Agriculture Market (by Software), $Million, 2021-2027
Table 236: South Africa Precision Agriculture Market (by Application), $Million, 2021-2027
Table 237: South Africa Precision Agriculture Market (by Function), $Million, 2021-2027
Table 238: South Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 239: South Africa Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 240: South Africa Precision Agriculture Market (by Product), $Million, 2021-2027
Table 241: South Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 242: South Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 243: South Africa Precision Agriculture Market (by Software), $Million, 2021-2027
Table 244: Turkey Precision Agriculture Market (by Application), $Million, 2021-2027
Table 245: Turkey Precision Agriculture Market (by Function), $Million, 2021-2027
Table 246: Turkey Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 247: Turkey Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 248: Turkey Precision Agriculture Market (by Product), $Million, 2021-2027
Table 249: Turkey Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 250: Turkey Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 251: Turkey Precision Agriculture Market (by Software), $Million, 2021-2027
Table 252: Rest-of-Middle East and Africa Precision Agriculture Market (by Application), $Million, 2021-2027
Table 253: Rest-of-Middle East and Africa Precision Agriculture Market (by Function), $Million, 2021-2027
Table 254: Rest-of-Middle East and Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 255: Rest-of-Middle East and Africa Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 256: Rest-of-Middle East and Africa Precision Agriculture Market (by Product), $Million, 2021-2027
Table 257: Rest-of-Middle East and Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 258: Rest-of-Middle East and Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 259: Rest-of-Middle East and Africa Precision Agriculture Market (by Software), $Million, 2021-2027
Table 260: China Precision Agriculture Market (by Application), $Million, 2021-2027
Table 261: China Precision Agriculture Market (by Function), $Million, 2021-2027
Table 262: China Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 263: China Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 264: China Precision Agriculture Market (by Product), $Million, 2021-2027
Table 265: China Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 266: China Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 267: China Precision Agriculture Market (by Software), $Million, 2021-2027
Table 268: Asia-Pacific and Japan Precision Agriculture Market (by Application), $Million, 2021-2027
Table 269: Asia-Pacific and Japan Precision Agriculture Market (by Function), $Million, 2021-2027
Table 270: Asia-Pacific and Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 271: Asia-Pacific and Japan Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 272: Asia-Pacific and Japan Precision Agriculture Market (by Product), $Million, 2021-2027
Table 273: Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 274: Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 275: Asia-Pacific and Japan Precision Agriculture Market (by Software), $Million, 2021-2027
Table 276: Asia-Pacific and Japan Precision Agriculture Market (by Country), $Million, 2021-2027
Table 277: Japan Precision Agriculture Market (by Application), $Million, 2021-2027
Table 278: Japan Precision Agriculture Market (by Function), $Million, 2021-2027
Table 279: Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 280: Japan Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 281: Japan Precision Agriculture Market (by Product), $Million, 2021-2027
Table 282: Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 283: Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 284: Japan Precision Agriculture Market (by Software), $Million, 2021-2027
Table 285: Australia and New Zealand Precision Agriculture Market (by Application), $Million, 2021-2027
Table 286: Australia and New Zealand Precision Agriculture Market (by Function), $Million, 2021-2027
Table 287: Australia and New Zealand Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 288: Australia and New Zealand Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 289: Australia and New Zealand Precision Agriculture Market (by Product), $Million, 2021-2027
Table 290: Australia and New Zealand Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 291: Australia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 292: Australia and New Zealand Precision Agriculture Market (by Software), $Million, 2021-2027
Table 293: India Precision Agriculture Market (by Application), $Million, 2021-2027
Table 294: India Precision Agriculture Market (by Function), $Million, 2021-2027
Table 295: India Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 296: India Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 297: India Precision Agriculture Market (by Product), $Million, 2021-2027
Table 298: India Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 299: India Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 300: India Precision Agriculture Market (by Software), $Million, 2021-2027
Table 301: Indonesia Precision Agriculture Market (by Application), $Million, 2021-2027
Table 302: Indonesia Precision Agriculture Market (by Function), $Million, 2021-2027
Table 303: Indonesia Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 304: Indonesia Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 305: Indonesia Precision Agriculture Market (by Product), $Million, 2021-2027
Table 306: Indonesia Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 307: Indonesia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 308: Indonesia Precision Agriculture Market (by Software), $Million, 2021-2027
Table 309: Vietnam Precision Agriculture Market (by Application), $Million, 2021-2027
Table 310: Vietnam Precision Agriculture Market (by Function), $Million, 2021-2027
Table 311: Vietnam Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 312: Vietnam Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 313: Vietnam Precision Agriculture Market (by Product), $Million, 2021-2027
Table 314: Vietnam Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 315: Vietnam Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 316: Vietnam Precision Agriculture Market (by Software), $Million, 2021-2027
Table 317: Malaysia Precision Agriculture Market (by Application), $Million, 2021-2027
Table 318: Malaysia Precision Agriculture Market (by Function), $Million, 2021-2027
Table 319: Malaysia Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 320: Malaysia Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 321: Malaysia Precision Agriculture Market (by Product), $Million, 2021-2027
Table 322: Malaysia Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 323: Malaysia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 324: Malaysia Precision Agriculture Market (by Software), $Million, 2021-2027
Table 325: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Application), $Million, 2021-2027
Table 326: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Function), $Million, 2021-2027
Table 327: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027
Table 328: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Technology), $Million, 2021-2027
Table 329: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Product), $Million, 2021-2027
Table 330: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027
Table 331: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027
Table 332: Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Software), $Million, 2021-2027
Table 333: Market Ranking Analysis of Precision Agriculture Companies, 2021 (B2B)
Table 334: Market Ranking Analysis of Precision Agriculture Companies, 2021 (B2C)
Table 335: AGCO Corporation: Product Portfolio
Table 336: AGCO Corporation: Product Developments
Table 337: AGCO Corporation: Mergers and Acquisitions
Table 338: AGCO Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 339: CLAAS Group: Product Portfolio
Table 340: CLAAS Group: Product Developments
Table 341: CLAAS Group: Mergers and Acquisitions
Table 342: CLAAS Group: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 343: CNH Industrial N.V.: Product Portfolio
Table 344: CNH Industrial N.V.: Product Developments
Table 345: CNH Industrial N.V.: Business Expansions
Table 346: CNH Industrial N.V.: Mergers and Acquisitions
Table 347: CNH Industrial N.V.: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 348: Deere & Company: Product Portfolio
Table 349: Deere & Company: Product Developments
Table 350: Deere & Company: Business Expansions
Table 351: Deere & Company: Mergers and Acquisitions
Table 352: Deere & Company: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 353: Hexagon Agriculture: Product Portfolio
Table 354: Hexagon Agriculture: Product Developments
Table 355: Hexagon Agriculture: Business Expansions
Table 356: Hexagon Agriculture: Mergers and Acquisitions
Table 357: Hexagon Agriculture: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 358: Kubota Corporation: Product Portfolio
Table 359: Kubota Corporation: Business Expansions
Table 360: Kubota Corporation: Mergers and Acquisitions
Table 361: Kubota Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 362: TeeJet Technologies: Product Portfolio
Table 363: TeeJet Technologies: Product Developments
Table 364: TeeJet Technologies: Business Expansions
Table 365: The Toro Company: Product Portfolio
Table 366: The Toro Company: Product Developments
Table 367: The Toro Company: Business Expansions
Table 368: The Toro Company: Mergers and Acquisitions
Table 369: The Toro Company: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 370: Topcon Corporation: Product Portfolio
Table 371: Topcon Corporation: Product Developments
Table 372: Topcon Corporation: Business Expansions
Table 373: Topcon Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 374: Yanmar Co. Ltd.: Product Portfolio
Table 375: Yanmar Co. Ltd.: Product Developments
Table 376: Yanmar Co. Ltd.: Business Expansions
Table 377: Yanmar Co. Ltd.: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 378: Accenture: Product Portfolio
Table 379: Accenture: Business Expansions
Table 380: Accenture: Mergers and Acquisitions
Table 381: AGRIVI: Product Portfolio
Table 382: AGRIVI: Product Developments
Table 383: AGRIVI: Business Expansions
Table 384: AGRIVI: Mergers and Acquisitions
Table 385: AGRIVI: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 386: Amazon Web Services, Inc.: Product Portfolio
Table 387: Amazon Web Services, Inc.: Product Developments
Table 388: Amazon Web Services, Inc.: Business Expansions
Table 389: Amazon Web Services, Inc.: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 390: BASF SE: Product Portfolio
Table 391: BASF SE: Product Developments
Table 392: BASF SE: Business Expansions
Table 393: BASF SE: Mergers and Acquisitions
Table 394: BASF SE: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 395: Climate LLC: Product Portfolio
Table 396: Climate LLC: Product Developments
Table 397: Climate LLC: Business Expansions
Table 398: Climate LLC: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 399: Granular Inc.: Product Portfolio
Table 400: Granular Inc.: Product Developments
Table 401: Granular Inc.: Mergers and Acquisitions
Table 402: Granular Inc.: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 403: IBM Corporation: Product Portfolio
Table 404: IBM Corporation: Product Developments
Table 405: IBM Corporation: Business Expansions
Table 406: IBM Corporation: Mergers and Acquisitions
Table 407: IBM Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 408: Microsoft Corporation: Product Portfolio
Table 409: Microsoft Corporation: Product Developments
Table 410: Microsoft Corporation: Business Expansions
Table 411: Microsoft Corporation: Mergers and Acquisitions
Table 412: Microsoft Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 413: X Development LLC (Alphabet Inc.): Product Portfolio
Table 414: Other Key Players in the Global Precision Agriculture Market
