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Global Manhole Detection and Monitoring System Supply, Demand and Key Producers, 2023-2029

July 2024 | 99 pages | ID: G27EB1080A0AEN
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The global Manhole Detection and Monitoring System market size is expected to reach $ million by 2029, rising at a market growth of % CAGR during the forecast period (2023-2029).

Manhole Detection and Monitoring System is a technology-based solution designed to detect, monitor, and manage manholes in urban infrastructure systems. Manholes, also known as utility access points or maintenance holes, are critical components of sewer, water, and telecommunication networks. The detection and monitoring system utilizes various sensors, data collection devices, and software to provide real-time information about the condition, status, and usage of manholes.

This report studies the global Manhole Detection and Monitoring System demand, key companies, and key regions.

This report is a detailed and comprehensive analysis of the world market for Manhole Detection and Monitoring System, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2022 as the base year. This report explores demand trends and competition, as well as details the characteristics of Manhole Detection and Monitoring System that contribute to its increasing demand across many markets.

Highlights and key features of the study

Global Manhole Detection and Monitoring System total market, 2018-2029, (USD Million)

Global Manhole Detection and Monitoring System total market by region & country, CAGR, 2018-2029, (USD Million)

U.S. VS China: Manhole Detection and Monitoring System total market, key domestic companies and share, (USD Million)

Global Manhole Detection and Monitoring System revenue by player and market share 2018-2023, (USD Million)

Global Manhole Detection and Monitoring System total market by Type, CAGR, 2018-2029, (USD Million)

Global Manhole Detection and Monitoring System total market by Application, CAGR, 2018-2029, (USD Million)

This reports profiles major players in the global Manhole Detection and Monitoring System market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Devfolio, Disrupt-X, Pantech Solutions, Comarch, CNIguard, Mission Communications, Bitgear and Sensoneo, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Manhole Detection and Monitoring System market

Detailed Segmentation:

Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2018-2029 by year with 2022 as the base year, 2023 as the estimate year, and 2024-2029 as the forecast year.

Global Manhole Detection and Monitoring System Market, By Region:
  • United States
  • China
  • Europe
  • Japan
  • South Korea
  • ASEAN
  • India
  • Rest of World
Global Manhole Detection and Monitoring System Market, Segmentation by Type
  • Arduino Based
  • IoT Based
Global Manhole Detection and Monitoring System Market, Segmentation by Application
  • Urban Sewer Systems
  • Utility Infrastructure Management
  • Environmental Monitoring
  • Others
Companies Profiled:
  • Devfolio
  • Disrupt-X
  • Pantech Solutions
  • Comarch
  • CNIguard
  • Mission Communications
  • Bitgear
  • Sensoneo
Key Questions Answered

1. How big is the global Manhole Detection and Monitoring System market?

2. What is the demand of the global Manhole Detection and Monitoring System market?

3. What is the year over year growth of the global Manhole Detection and Monitoring System market?

4. What is the total value of the global Manhole Detection and Monitoring System market?

5. Who are the major players in the global Manhole Detection and Monitoring System market?

6. What are the growth factors driving the market demand?
1 SUPPLY SUMMARY

1.1 Manhole Detection and Monitoring System Introduction
1.2 World Manhole Detection and Monitoring System Market Size & Forecast (2018 & 2022 & 2029)
1.3 World Manhole Detection and Monitoring System Total Market by Region (by Headquarter Location)
  1.3.1 World Manhole Detection and Monitoring System Market Size by Region (2018-2029), (by Headquarter Location)
  1.3.2 United States Manhole Detection and Monitoring System Market Size (2018-2029)
  1.3.3 China Manhole Detection and Monitoring System Market Size (2018-2029)
  1.3.4 Europe Manhole Detection and Monitoring System Market Size (2018-2029)
  1.3.5 Japan Manhole Detection and Monitoring System Market Size (2018-2029)
  1.3.6 South Korea Manhole Detection and Monitoring System Market Size (2018-2029)
  1.3.7 ASEAN Manhole Detection and Monitoring System Market Size (2018-2029)
  1.3.8 India Manhole Detection and Monitoring System Market Size (2018-2029)
1.4 Market Drivers, Restraints and Trends
  1.4.1 Manhole Detection and Monitoring System Market Drivers
  1.4.2 Factors Affecting Demand
  1.4.3 Manhole Detection and Monitoring System Major Market Trends
1.5 Influence of COVID-19 and Russia-Ukraine War
  1.5.1 Influence of COVID-19
  1.5.2 Influence of Russia-Ukraine War

2 DEMAND SUMMARY

2.1 World Manhole Detection and Monitoring System Consumption Value (2018-2029)
2.2 World Manhole Detection and Monitoring System Consumption Value by Region
  2.2.1 World Manhole Detection and Monitoring System Consumption Value by Region (2018-2023)
  2.2.2 World Manhole Detection and Monitoring System Consumption Value Forecast by Region (2024-2029)
2.3 United States Manhole Detection and Monitoring System Consumption Value (2018-2029)
2.4 China Manhole Detection and Monitoring System Consumption Value (2018-2029)
2.5 Europe Manhole Detection and Monitoring System Consumption Value (2018-2029)
2.6 Japan Manhole Detection and Monitoring System Consumption Value (2018-2029)
2.7 South Korea Manhole Detection and Monitoring System Consumption Value (2018-2029)
2.8 ASEAN Manhole Detection and Monitoring System Consumption Value (2018-2029)
2.9 India Manhole Detection and Monitoring System Consumption Value (2018-2029)

3 WORLD MANHOLE DETECTION AND MONITORING SYSTEM COMPANIES COMPETITIVE ANALYSIS

3.1 World Manhole Detection and Monitoring System Revenue by Player (2018-2023)
3.2 Industry Rank and Concentration Rate (CR)
  3.2.1 Global Manhole Detection and Monitoring System Industry Rank of Major Players
  3.2.2 Global Concentration Ratios (CR4) for Manhole Detection and Monitoring System in 2022
  3.2.3 Global Concentration Ratios (CR8) for Manhole Detection and Monitoring System in 2022
3.3 Manhole Detection and Monitoring System Company Evaluation Quadrant
3.4 Manhole Detection and Monitoring System Market: Overall Company Footprint Analysis
  3.4.1 Manhole Detection and Monitoring System Market: Region Footprint
  3.4.2 Manhole Detection and Monitoring System Market: Company Product Type Footprint
  3.4.3 Manhole Detection and Monitoring System Market: Company Product Application Footprint
3.5 Competitive Environment
  3.5.1 Historical Structure of the Industry
  3.5.2 Barriers of Market Entry
  3.5.3 Factors of Competition
3.6 Mergers, Acquisitions Activity

4 UNITED STATES VS CHINA VS REST OF THE WORLD (BY HEADQUARTER LOCATION)

4.1 United States VS China: Manhole Detection and Monitoring System Revenue Comparison (by Headquarter Location)
  4.1.1 United States VS China: Manhole Detection and Monitoring System Market Size Comparison (2018 & 2022 & 2029) (by Headquarter Location)
  4.1.2 United States VS China: Manhole Detection and Monitoring System Revenue Market Share Comparison (2018 & 2022 & 2029)
4.2 United States Based Companies VS China Based Companies: Manhole Detection and Monitoring System Consumption Value Comparison
  4.2.1 United States VS China: Manhole Detection and Monitoring System Consumption Value Comparison (2018 & 2022 & 2029)
  4.2.2 United States VS China: Manhole Detection and Monitoring System Consumption Value Market Share Comparison (2018 & 2022 & 2029)
4.3 United States Based Manhole Detection and Monitoring System Companies and Market Share, 2018-2023
  4.3.1 United States Based Manhole Detection and Monitoring System Companies, Headquarters (States, Country)
  4.3.2 United States Based Companies Manhole Detection and Monitoring System Revenue, (2018-2023)
4.4 China Based Companies Manhole Detection and Monitoring System Revenue and Market Share, 2018-2023
  4.4.1 China Based Manhole Detection and Monitoring System Companies, Company Headquarters (Province, Country)
  4.4.2 China Based Companies Manhole Detection and Monitoring System Revenue, (2018-2023)
4.5 Rest of World Based Manhole Detection and Monitoring System Companies and Market Share, 2018-2023
  4.5.1 Rest of World Based Manhole Detection and Monitoring System Companies, Headquarters (States, Country)
  4.5.2 Rest of World Based Companies Manhole Detection and Monitoring System Revenue, (2018-2023)

5 MARKET ANALYSIS BY TYPE

5.1 World Manhole Detection and Monitoring System Market Size Overview by Type: 2018 VS 2022 VS 2029
5.2 Segment Introduction by Type
  5.2.1 Arduino Based
  5.2.2 IoT Based
5.3 Market Segment by Type
  5.3.1 World Manhole Detection and Monitoring System Market Size by Type (2018-2023)
  5.3.2 World Manhole Detection and Monitoring System Market Size by Type (2024-2029)
  5.3.3 World Manhole Detection and Monitoring System Market Size Market Share by Type (2018-2029)

6 MARKET ANALYSIS BY APPLICATION

6.1 World Manhole Detection and Monitoring System Market Size Overview by Application: 2018 VS 2022 VS 2029
6.2 Segment Introduction by Application
  6.2.1 Urban Sewer Systems
  6.2.2 Utility Infrastructure Management
  6.2.3 Environmental Monitoring
  6.2.4 Others
  6.2.5 Others
6.3 Market Segment by Application
  6.3.1 World Manhole Detection and Monitoring System Market Size by Application (2018-2023)
  6.3.2 World Manhole Detection and Monitoring System Market Size by Application (2024-2029)
  6.3.3 World Manhole Detection and Monitoring System Market Size by Application (2018-2029)

7 COMPANY PROFILES

7.1 Devfolio
  7.1.1 Devfolio Details
  7.1.2 Devfolio Major Business
  7.1.3 Devfolio Manhole Detection and Monitoring System Product and Services
  7.1.4 Devfolio Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023)
  7.1.5 Devfolio Recent Developments/Updates
  7.1.6 Devfolio Competitive Strengths & Weaknesses
7.2 Disrupt-X
  7.2.1 Disrupt-X Details
  7.2.2 Disrupt-X Major Business
  7.2.3 Disrupt-X Manhole Detection and Monitoring System Product and Services
  7.2.4 Disrupt-X Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023)
  7.2.5 Disrupt-X Recent Developments/Updates
  7.2.6 Disrupt-X Competitive Strengths & Weaknesses
7.3 Pantech Solutions
  7.3.1 Pantech Solutions Details
  7.3.2 Pantech Solutions Major Business
  7.3.3 Pantech Solutions Manhole Detection and Monitoring System Product and Services
  7.3.4 Pantech Solutions Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023)
  7.3.5 Pantech Solutions Recent Developments/Updates
  7.3.6 Pantech Solutions Competitive Strengths & Weaknesses
7.4 Comarch
  7.4.1 Comarch Details
  7.4.2 Comarch Major Business
  7.4.3 Comarch Manhole Detection and Monitoring System Product and Services
  7.4.4 Comarch Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023)
  7.4.5 Comarch Recent Developments/Updates
  7.4.6 Comarch Competitive Strengths & Weaknesses
7.5 CNIguard
  7.5.1 CNIguard Details
  7.5.2 CNIguard Major Business
  7.5.3 CNIguard Manhole Detection and Monitoring System Product and Services
  7.5.4 CNIguard Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023)
  7.5.5 CNIguard Recent Developments/Updates
  7.5.6 CNIguard Competitive Strengths & Weaknesses
7.6 Mission Communications
  7.6.1 Mission Communications Details
  7.6.2 Mission Communications Major Business
  7.6.3 Mission Communications Manhole Detection and Monitoring System Product and Services
  7.6.4 Mission Communications Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023)
  7.6.5 Mission Communications Recent Developments/Updates
  7.6.6 Mission Communications Competitive Strengths & Weaknesses
7.7 Bitgear
  7.7.1 Bitgear Details
  7.7.2 Bitgear Major Business
  7.7.3 Bitgear Manhole Detection and Monitoring System Product and Services
  7.7.4 Bitgear Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023)
  7.7.5 Bitgear Recent Developments/Updates
  7.7.6 Bitgear Competitive Strengths & Weaknesses
7.8 Sensoneo
  7.8.1 Sensoneo Details
  7.8.2 Sensoneo Major Business
  7.8.3 Sensoneo Manhole Detection and Monitoring System Product and Services
  7.8.4 Sensoneo Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023)
  7.8.5 Sensoneo Recent Developments/Updates
  7.8.6 Sensoneo Competitive Strengths & Weaknesses

8 INDUSTRY CHAIN ANALYSIS

8.1 Manhole Detection and Monitoring System Industry Chain
8.2 Manhole Detection and Monitoring System Upstream Analysis
8.3 Manhole Detection and Monitoring System Midstream Analysis
8.4 Manhole Detection and Monitoring System Downstream Analysis

9 RESEARCH FINDINGS AND CONCLUSION

10 APPENDIX

10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer

LIST OF TABLES

Table 1. World Manhole Detection and Monitoring System Revenue by Region (2018, 2022 and 2029) & (USD Million), (by Headquarter Location)
Table 2. World Manhole Detection and Monitoring System Revenue by Region (2018-2023) & (USD Million), (by Headquarter Location)
Table 3. World Manhole Detection and Monitoring System Revenue by Region (2024-2029) & (USD Million), (by Headquarter Location)
Table 4. World Manhole Detection and Monitoring System Revenue Market Share by Region (2018-2023), (by Headquarter Location)
Table 5. World Manhole Detection and Monitoring System Revenue Market Share by Region (2024-2029), (by Headquarter Location)
Table 6. Major Market Trends
Table 7. World Manhole Detection and Monitoring System Consumption Value Growth Rate Forecast by Region (2018 & 2022 & 2029) & (USD Million)
Table 8. World Manhole Detection and Monitoring System Consumption Value by Region (2018-2023) & (USD Million)
Table 9. World Manhole Detection and Monitoring System Consumption Value Forecast by Region (2024-2029) & (USD Million)
Table 10. World Manhole Detection and Monitoring System Revenue by Player (2018-2023) & (USD Million)
Table 11. Revenue Market Share of Key Manhole Detection and Monitoring System Players in 2022
Table 12. World Manhole Detection and Monitoring System Industry Rank of Major Player, Based on Revenue in 2022
Table 13. Global Manhole Detection and Monitoring System Company Evaluation Quadrant
Table 14. Head Office of Key Manhole Detection and Monitoring System Player
Table 15. Manhole Detection and Monitoring System Market: Company Product Type Footprint
Table 16. Manhole Detection and Monitoring System Market: Company Product Application Footprint
Table 17. Manhole Detection and Monitoring System Mergers & Acquisitions Activity
Table 18. United States VS China Manhole Detection and Monitoring System Market Size Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 19. United States VS China Manhole Detection and Monitoring System Consumption Value Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 20. United States Based Manhole Detection and Monitoring System Companies, Headquarters (States, Country)
Table 21. United States Based Companies Manhole Detection and Monitoring System Revenue, (2018-2023) & (USD Million)
Table 22. United States Based Companies Manhole Detection and Monitoring System Revenue Market Share (2018-2023)
Table 23. China Based Manhole Detection and Monitoring System Companies, Headquarters (Province, Country)
Table 24. China Based Companies Manhole Detection and Monitoring System Revenue, (2018-2023) & (USD Million)
Table 25. China Based Companies Manhole Detection and Monitoring System Revenue Market Share (2018-2023)
Table 26. Rest of World Based Manhole Detection and Monitoring System Companies, Headquarters (States, Country)
Table 27. Rest of World Based Companies Manhole Detection and Monitoring System Revenue, (2018-2023) & (USD Million)
Table 28. Rest of World Based Companies Manhole Detection and Monitoring System Revenue Market Share (2018-2023)
Table 29. World Manhole Detection and Monitoring System Market Size by Type, (USD Million), 2018 & 2022 & 2029
Table 30. World Manhole Detection and Monitoring System Market Size by Type (2018-2023) & (USD Million)
Table 31. World Manhole Detection and Monitoring System Market Size by Type (2024-2029) & (USD Million)
Table 32. World Manhole Detection and Monitoring System Market Size by Application, (USD Million), 2018 & 2022 & 2029
Table 33. World Manhole Detection and Monitoring System Market Size by Application (2018-2023) & (USD Million)
Table 34. World Manhole Detection and Monitoring System Market Size by Application (2024-2029) & (USD Million)
Table 35. Devfolio Basic Information, Area Served and Competitors
Table 36. Devfolio Major Business
Table 37. Devfolio Manhole Detection and Monitoring System Product and Services
Table 38. Devfolio Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 39. Devfolio Recent Developments/Updates
Table 40. Devfolio Competitive Strengths & Weaknesses
Table 41. Disrupt-X Basic Information, Area Served and Competitors
Table 42. Disrupt-X Major Business
Table 43. Disrupt-X Manhole Detection and Monitoring System Product and Services
Table 44. Disrupt-X Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 45. Disrupt-X Recent Developments/Updates
Table 46. Disrupt-X Competitive Strengths & Weaknesses
Table 47. Pantech Solutions Basic Information, Area Served and Competitors
Table 48. Pantech Solutions Major Business
Table 49. Pantech Solutions Manhole Detection and Monitoring System Product and Services
Table 50. Pantech Solutions Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 51. Pantech Solutions Recent Developments/Updates
Table 52. Pantech Solutions Competitive Strengths & Weaknesses
Table 53. Comarch Basic Information, Area Served and Competitors
Table 54. Comarch Major Business
Table 55. Comarch Manhole Detection and Monitoring System Product and Services
Table 56. Comarch Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 57. Comarch Recent Developments/Updates
Table 58. Comarch Competitive Strengths & Weaknesses
Table 59. CNIguard Basic Information, Area Served and Competitors
Table 60. CNIguard Major Business
Table 61. CNIguard Manhole Detection and Monitoring System Product and Services
Table 62. CNIguard Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 63. CNIguard Recent Developments/Updates
Table 64. CNIguard Competitive Strengths & Weaknesses
Table 65. Mission Communications Basic Information, Area Served and Competitors
Table 66. Mission Communications Major Business
Table 67. Mission Communications Manhole Detection and Monitoring System Product and Services
Table 68. Mission Communications Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 69. Mission Communications Recent Developments/Updates
Table 70. Mission Communications Competitive Strengths & Weaknesses
Table 71. Bitgear Basic Information, Area Served and Competitors
Table 72. Bitgear Major Business
Table 73. Bitgear Manhole Detection and Monitoring System Product and Services
Table 74. Bitgear Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 75. Bitgear Recent Developments/Updates
Table 76. Sensoneo Basic Information, Area Served and Competitors
Table 77. Sensoneo Major Business
Table 78. Sensoneo Manhole Detection and Monitoring System Product and Services
Table 79. Sensoneo Manhole Detection and Monitoring System Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 80. Global Key Players of Manhole Detection and Monitoring System Upstream (Raw Materials)
Table 81. Manhole Detection and Monitoring System Typical Customers

LIST OF FIGURES

Figure 1. Manhole Detection and Monitoring System Picture
Figure 2. World Manhole Detection and Monitoring System Total Market Size: 2018 & 2022 & 2029, (USD Million)
Figure 3. World Manhole Detection and Monitoring System Total Market Size (2018-2029) & (USD Million)
Figure 4. World Manhole Detection and Monitoring System Revenue Market Share by Region (2018, 2022 and 2029) & (USD Million) , (by Headquarter Location)
Figure 5. World Manhole Detection and Monitoring System Revenue Market Share by Region (2018-2029), (by Headquarter Location)
Figure 6. United States Based Company Manhole Detection and Monitoring System Revenue (2018-2029) & (USD Million)
Figure 7. China Based Company Manhole Detection and Monitoring System Revenue (2018-2029) & (USD Million)
Figure 8. Europe Based Company Manhole Detection and Monitoring System Revenue (2018-2029) & (USD Million)
Figure 9. Japan Based Company Manhole Detection and Monitoring System Revenue (2018-2029) & (USD Million)
Figure 10. South Korea Based Company Manhole Detection and Monitoring System Revenue (2018-2029) & (USD Million)
Figure 11. ASEAN Based Company Manhole Detection and Monitoring System Revenue (2018-2029) & (USD Million)
Figure 12. India Based Company Manhole Detection and Monitoring System Revenue (2018-2029) & (USD Million)
Figure 13. Manhole Detection and Monitoring System Market Drivers
Figure 14. Factors Affecting Demand
Figure 15. World Manhole Detection and Monitoring System Consumption Value (2018-2029) & (USD Million)
Figure 16. World Manhole Detection and Monitoring System Consumption Value Market Share by Region (2018-2029)
Figure 17. United States Manhole Detection and Monitoring System Consumption Value (2018-2029) & (USD Million)
Figure 18. China Manhole Detection and Monitoring System Consumption Value (2018-2029) & (USD Million)
Figure 19. Europe Manhole Detection and Monitoring System Consumption Value (2018-2029) & (USD Million)
Figure 20. Japan Manhole Detection and Monitoring System Consumption Value (2018-2029) & (USD Million)
Figure 21. South Korea Manhole Detection and Monitoring System Consumption Value (2018-2029) & (USD Million)
Figure 22. ASEAN Manhole Detection and Monitoring System Consumption Value (2018-2029) & (USD Million)
Figure 23. India Manhole Detection and Monitoring System Consumption Value (2018-2029) & (USD Million)
Figure 24. Producer Shipments of Manhole Detection and Monitoring System by Player Revenue ($MM) and Market Share (%): 2022
Figure 25. Global Four-firm Concentration Ratios (CR4) for Manhole Detection and Monitoring System Markets in 2022
Figure 26. Global Four-firm Concentration Ratios (CR8) for Manhole Detection and Monitoring System Markets in 2022
Figure 27. United States VS China: Manhole Detection and Monitoring System Revenue Market Share Comparison (2018 & 2022 & 2029)
Figure 28. United States VS China: Manhole Detection and Monitoring System Consumption Value Market Share Comparison (2018 & 2022 & 2029)
Figure 29. World Manhole Detection and Monitoring System Market Size by Type, (USD Million), 2018 & 2022 & 2029
Figure 30. World Manhole Detection and Monitoring System Market Size Market Share by Type in 2022
Figure 31. Arduino Based
Figure 32. IoT Based
Figure 33. World Manhole Detection and Monitoring System Market Size Market Share by Type (2018-2029)
Figure 34. World Manhole Detection and Monitoring System Market Size by Application, (USD Million), 2018 & 2022 & 2029
Figure 35. World Manhole Detection and Monitoring System Market Size Market Share by Application in 2022
Figure 36. Urban Sewer Systems
Figure 37. Utility Infrastructure Management
Figure 38. Environmental Monitoring
Figure 39. Others
Figure 40. Manhole Detection and Monitoring System Industrial Chain
Figure 41. Methodology
Figure 42. Research Process and Data Source


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