出版：MarketsandMarkets（マーケッツアンドマーケッツ） 出版年月：2023年6月
地理空間分析市場 : 提供内容 {ソリューション [タイプ (ジオコーディング＆リバースジオコーディング、テーマ別マッピング、空間分析)]、 サービス}、テクノロジー (リモートセンシング、GPS、GIS)、業種、地域別 – 2028年までの世界予測
Geospatial Analytics Market by Offering (Solutions (Type (Geocoding & Reverse Geocoding and Thematic Mapping & Spatial Analytics)) & Services), Technology (Remote Sensing, GPS, GIS), Vertical, and Region – Global Forecast to 2028
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| 種別 | 英文調査報告書 |
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The market for Geospatial analytics is projected to grow from USD 78.5 billion in 2023 to USD 141.9 billion by 2028, at a CAGR of 12.6% during the forecast period. Geospatial analytics, with its foundation in spatial data analysis, offers a comprehensive approach to understanding and extracting insights from geospatial data. Spatial data analysis involves examining the relationships, patterns, and characteristics of spatially referenced information.
Geospatial analytics leverages advanced techniques, such as spatial statistics, spatial interpolation, and spatial modeling, to analyze and interpret spatial data. By utilizing spatial data analysis, geospatial analytics enables the identification of spatial patterns, the detection of spatial clusters or outliers, and the exploration of spatial relationships. It facilitates decision-making processes by providing actionable insights for diverse applications, including urban planning, environmental management, transportation, and public health.
The BFSI vertical is projected to be the largest market during the forecast period
Geospatial analytics is significantly impacting the Banking, Financial Services, and Insurance (BFSI) sector by enabling enhanced risk assessment and fraud detection through the integration of geospatial and customer data, facilitating targeted marketing campaigns and personalized customer engagement based on location-based insights, optimizing branch and ATM networks for improved accessibility and cost-efficiency, improving credit risk assessment and underwriting through analysis of geospatial data on property values and market trends, and aiding in disaster and catastrophe risk management by utilizing geospatial data for accurate risk assessment and claims management. Geospatial analytics is empowering the BFSI sector to make data-driven decisions, improve operational efficiency, and deliver enhanced services to customers.
Among Technology, GPS segment is registered to grow at the highest CAGR during the forecast period
Geospatial analytics is significantly impacting the Global Positioning System (GPS) by leveraging its capabilities to extract valuable insights from geospatial data. Through the integration of GPS data with other geospatial datasets, geospatial analytics enhances the accuracy and precision of location-based analysis, enabling a deeper understanding of spatial patterns, trends, and relationships. Geospatial analytics enhances GPS applications by providing advanced spatial analysis, predictive modeling, and visualization capabilities, allowing for improved navigation, asset tracking, logistics planning, and location-based services. It empowers businesses and individuals to make informed decisions based on rich spatial insights derived from GPS data, enhancing efficiency, productivity, and decision-making in a wide range of industries and applications.
Among services, consulting services segment is anticipated to account for the largest market size during the forecast period
Geospatial analytics is impacting consulting services by providing valuable spatial insights and data-driven solutions. Consultants can leverage geospatial analytics to analyze location-based data, identify market trends, assess site suitability, and optimize resource allocation. With the integration of geospatial data and advanced analytics techniques, consultants can offer clients enhanced decision-making support, risk assessment, and market analysis. Geospatial analytics enables consultants to visualize spatial relationships, perform spatial modeling, and generate actionable recommendations, leading to improved strategies, operational efficiencies, and competitive advantages for their clients in various sectors such as real estate, retail, logistics, and urban planning.
North America to account for the largest market size during the forecast period
North America is estimated to account for the largest share of the Geospatial analytics market. The global market for Geospatial analytics is dominated by North America. North America is the highest revenue-generating region in the global Geospatial analytics market, with the US constituting the highest market share, followed by Canada. Geospatial analytics is making a profound impact on North America, revolutionizing various industries and driving innovation. With its advanced tools and techniques, geospatial analytics enables organizations to harness the power of location-based data for improved decision-making, resource optimization, and operational efficiency. From urban planning and infrastructure development to environmental conservation, disaster management, and healthcare, geospatial analytics plays a critical role in addressing complex challenges and driving sustainable growth in North America. By leveraging spatial insights and analysis, businesses and governments in the region can gain a competitive edge, and create a smarter, more resilient future for their communities.
Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the Geospatial analytics market.
By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
By Designation: C-Level Executives: 35%, Directors: 25%, and Others: 40%
By Region: North America: 40%, APAC: 30%, Europe: 20%, MEA: 5%, Latin America: 5%
Major vendors offering Geospatial analytics solutions and services across the globe are Esri (US), Precisely (US), Caliper Corporation (US), Blue Marble Geographic (US), Google (US), Alteryx (US), Blue Sky Analytics (Netherlands), HexagonAB (Switzerland), TomTom (Netherlands), Trimble (US), Maxar Technologies (US), RMSI (India), Maplarge (US), General Electric (US), Bentley Systems (US), Fugro (Netherlands), Orbital Insights (US), Mapidea (Portugal), Geospin (Germany), Sparkgeo (Canada), Orbica (New Zealand), Descartes Lab (US), Skymap Global (Singapore), ReMOT Technologies (US), CARTO (US), Pasco Corporation (Japan), Geoviet Consulting (Vietnam), Mandalay Technology (Myanmar), GIS Co. Ltd. (Thailand), Suntac Technologies (Myanmar), Geomatic Consulting International (Vietnam), AAM, A Woolpert Company (Australia), Mappointasia (Thailand), Vegastar Technology (Vietnam), and HERE Technologies (Netherlands).
Research Coverage
The market study covers Geospatial analytics across segments. It aims at estimating the market size and the growth potential across different segments, such as offering, application, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for Geospatial analytics and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
The report provides insights on the following pointers:
• Analysis of key drivers (Growing demand for location intelligence, Continuous advancements in location-based technology to drive market growth, Advancements in technology and computing power, Development of smart cities and urbanization, Higher deployment of IoT sensors across locations, and Advancements in big data analytics), restraints (High costs and budget constraints for small and medium-sized enterprises, Concerns related to geoprivacy and confidential data, High cost of GIS solutions and geospatial data barriers, and Location-based technologies (LBT) gaining momentum to increase RoI), opportunities (Technical advancements in 4D GIS software, Advancements in 5G communications technology, High adoption rate in small and medium-sized enterprises, and Ability to analyze location data for wide range of critical insights), and challenges (Cost and infrastructure requirements, Lack of awareness regarding capabilities and benefits of geospatial analytics, and Lack of skilled manpower) influencing the growth of the Geospatial analytics market
• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the Geospatial analytics market.
• Market Development: Comprehensive information about lucrative markets – the report analyses the Geospatial analytics market across varied regions
• Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in Geospatial analytics market strategies; the report also helps stakeholders understand the pulse of the Geospatial analytics market and provides them with information on key market drivers, restraints, challenges, and opportunities
• Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players such as Esri (US), Precisely (US), Caliper Corporation (US), Blue Marble Geographic (US), Google (US), and Alteryx (US), among others in the Geospatial analytics market.
目次
1 INTRODUCTION 44
1.1 STUDY OBJECTIVES 44
1.2 MARKET DEFINITION 44
1.2.1 INCLUSIONS AND EXCLUSIONS 45
1.3 STUDY SCOPE 46
1.3.1 MARKET SEGMENTATION 46
1.3.2 REGIONS COVERED 47
1.4 YEARS CONSIDERED 47
1.5 CURRENCY CONSIDERED 48
TABLE 1 USD EXCHANGE RATE, 2020–2022 48
1.6 STAKEHOLDERS 48
1.7 SUMMARY OF CHANGES 49
1.7.1 RECESSION IMPACT 49
2 RESEARCH METHODOLOGY 50
2.1 RESEARCH DATA 50
FIGURE 1 GEOSPATIAL ANALYTICS MARKET: RESEARCH DESIGN 50
2.1.1 SECONDARY DATA 51
2.1.1.1 Key data from secondary sources 51
2.1.2 PRIMARY DATA 52
2.1.2.1 Primary interviews with experts 52
2.1.2.2 Key primary interview participants 52
2.1.2.3 Breakup of primary profiles 53
2.1.2.4 Key data from primary sources 53
2.1.2.5 Key industry insights 54
2.2 DATA TRIANGULATION 54
2.3 MARKET SIZE ESTIMATION 55
FIGURE 2 GEOSPATIAL ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 55
2.3.1 TOP-DOWN APPROACH 55
2.3.2 BOTTOM-UP APPROACH 56
FIGURE 3 APPROACH 1 (SUPPLY SIDE): REVENUE FROM OFFERINGS OF GEOSPATIAL ANALYTICS MARKET PLAYERS 56
FIGURE 4 APPROACH 2, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM OFFERINGS OF GEOSPATIAL ANALYTICS MARKET PLAYERS 57
FIGURE 5 APPROACH 3, BOTTOM-UP (SUPPLY SIDE): REVENUE AND SUBSEQUENT MARKET ESTIMATION FROM OFFERINGS OF GEOSPATIAL ANALYTICS MARKET PLAYERS 58
FIGURE 6 APPROACH 4, BOTTOM-UP (DEMAND SIDE): SHARE OF GEOSPATIAL ANALYTICS OFFERINGS THROUGH OVERALL GEOSPATIAL ANALYTICS SPENDING 58
2.4 MARKET FORECAST 59
TABLE 2 FACTOR ANALYSIS 59
2.5 RESEARCH ASSUMPTIONS 60
2.6 LIMITATIONS AND RISK ASSESSMENT 62
2.7 IMPACT OF RECESSION ON GLOBAL GEOSPATIAL ANALYTICS MARKET 62
TABLE 3 IMPACT OF RECESSION ON GLOBAL GEOSPATIAL ANALYTICS MARKET 63
3 EXECUTIVE SUMMARY 64
TABLE 4 GLOBAL GEOSPATIAL ANALYTICS MARKET AND GROWTH RATE, 2017–2022 (USD MILLION, Y-O-Y%) 65
TABLE 5 GLOBAL GEOSPATIAL ANALYTICS MARKET AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y%) 65
FIGURE 7 SOLUTIONS SEGMENT TO ACCOUNT FOR LARGER SHARE IN 2023 65
FIGURE 8 GEOCODING & REVERSE GEOCODING SEGMENT TO LEAD MARKET IN 2023 66
FIGURE 9 ON-PREMISES SEGMENT TO ACCOUNT FOR LARGER SHARE IN 2023 66
FIGURE 10 CONSULTING SERVICES SEGMENT TO LEAD MARKET IN 2023 66
FIGURE 11 REMOTE SENSING SEGMENT TO LEAD MARKET IN 2023 67
FIGURE 12 ENERGY & UTILITY SEGMENT TO LEAD MARKET IN 2023 67
FIGURE 13 NORTH AMERICA TO LEAD GEOSPATIAL ANALYTICS MARKET IN 2023 68
4 PREMIUM INSIGHTS 69
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN GEOSPATIAL ANALYTICS MARKET 69
FIGURE 14 INCREASE IN NUMBER OF AI- AND ML-BASED GIS SOLUTIONS TO DRIVE MARKET GROWTH 69
4.2 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL 69
FIGURE 15 ENERGY & UTILITY SEGMENT TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD 69
4.3 GEOSPATIAL ANALYTICS MARKET, BY REGION 70
FIGURE 16 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE BY 2023 70
4.4 GEOSPATIAL ANALYTICS MARKET, BY OFFERING AND KEY VERTICAL 70
FIGURE 17 SOLUTIONS AND ENERGY & UTILITY SEGMENTS TO ACCOUNT FOR SIGNIFICANT SHARE BY 2023 70
5 MARKET OVERVIEW AND INDUSTRY TRENDS 71
5.1 INTRODUCTION 71
5.2 MARKET DYNAMICS 71
FIGURE 18 GEOSPATIAL ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 71
5.2.1 DRIVERS 72
5.2.1.1 Growing demand for location intelligence 72
5.2.1.2 Continuous advancements in location-based technology 72
5.2.1.3 Advancements in technology and computing power 72
5.2.1.4 Development of smart cities and urbanization 73
5.2.1.5 High deployment of IoT sensors across locations 73
5.2.1.6 Advancements in big data analytics 74
5.2.2 RESTRAINTS 74
5.2.2.1 Budgetary constraints in small and medium-sized enterprises 74
5.2.2.2 Concerns related to geoprivacy and confidential data 74
5.2.2.3 High cost of GIS solutions and geospatial data barriers 74
5.2.2.4 Location-based technologies (LBT) gaining momentum to increase RoI 75
5.2.3 OPPORTUNITIES 75
5.2.3.1 Technical advancements in 4D GIS software 75
5.2.3.2 Advancements in 5G communications technology 75
5.2.3.3 Rising adoption of geospatial analytics in small and medium-sized enterprises 76
5.2.3.4 Growing ability of organizations to analyze location data for wide range of critical insights 76
5.2.4 CHALLENGES 76
5.2.4.1 Cost and infrastructure requirements 76
5.2.4.2 Lack of awareness regarding capabilities and benefits of geospatial analytics 77
5.2.4.3 Lack of skilled manpower 77
5.3 CASE STUDY ANALYSIS 77
5.3.1 ENERGY & UTILITY 77
5.3.1.1 RMSI helped US-based electric and gas company enhance spatial accuracy 77
5.3.1.2 Kaukauna Utilities (KU) transitioned to ArcGIS Utility Network and implemented GIS-based Electric Design Workflows to improve design and asset management processes 78
5.3.1.3 Electric Authority of Cyprus deployed Oracle’s solutions to increase application stability and resolve several application-specific deadlocks 78
5.3.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 79
5.3.2.1 Bajaj Finserv implemented Esri’s Geospatial Platform solution to improve customer service 79
5.3.3 AUTOMOTIVE & TRANSPORTATION 79
5.3.3.1 Esri helped Carrefour establish a global platform for geomarketing to monitor store performance 79
5.3.4 EDUCATION 80
5.3.4.1 Esri enabled Chesley District Community School to engage students in geography classes 80
5.3.4.2 University of Northampton implemented GIS-based system to improve teaching and research capabilities, reduce costs, and enhance decision-making 80
5.3.5 HEALTHCARE & LIFE SCIENCES 81
5.3.5.1 Sanitas implemented CARTO’s solutions to evaluate demographic landscapes and ensure expansion during site planning 81
5.3.6 GOVERNMENT 81
5.3.6.1 City of San Diego implemented SAP solutions to strengthen emergency services 81
5.3.7 REAL ESTATE & CONSTRUCTION 82
5.3.7.1 Crown Estate implemented GIS-based system to improve operations and reduce costs 82
5.4 EVOLUTION OF GEOSPATIAL ANALYTICS 82
FIGURE 19 EVOLUTION OF GEOSPATIAL ANALYTICS 82
5.5 ECOSYSTEM ANALYSIS 84
FIGURE 20 ECOSYSTEM ANALYSIS 84
TABLE 6 GEOSPATIAL ANALYTICS MARKET: SOLUTION PROVIDERS 84
TABLE 7 GEOSPATIAL ANALYTICS MARKET: SERVICE PROVIDERS 85
TABLE 8 GEOSPATIAL ANALYTICS MARKET: TECHNOLOGY PROVIDERS 86
TABLE 9 GEOSPATIAL ANALYTICS MARKET: REGULATORY BODIES 86
5.6 VALUE CHAIN ANALYSIS 88
FIGURE 21 VALUE CHAIN ANALYSIS 88
5.6.1 RESEARCH & DEVELOPMENT 88
5.6.2 SOFTWARE DEPLOYMENT 88
5.6.3 SYSTEM INTEGRATION 88
5.6.4 SERVICES 89
5.6.5 END-USER GROUPS 89
5.7 PRICING MODEL ANALYSIS 89
TABLE 10 GEOSPATIAL ANALYTICS MARKET: PRICING LEVELS 89
5.8 AVERAGE SELLING PRICE TRENDS 91
FIGURE 22 AVERAGE SELLING PRICE FOR KEY COMPANIES (USD) 91
5.9 PATENT ANALYSIS 91
5.9.1 METHODOLOGY 91
5.9.2 DOCUMENT TYPE 91
TABLE 11 PATENTS FILED, 2013–2023 91
5.9.3 INNOVATION AND PATENT APPLICATIONS 92
FIGURE 23 TOTAL NUMBER OF PATENTS GRANTED, 2013–2023 92
5.9.3.1 Top applicants 92
FIGURE 24 TOP TEN COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2013–2023 92
FIGURE 25 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013–2023 93
TABLE 12 TOP 20 PATENT OWNERS, 2013–2023 93
TABLE 13 LIST OF PATENTS IN GEOSPATIAL ANALYTICS MARKET, 2021–2023 94
5.10 TECHNOLOGY ANALYSIS 94
5.10.1 RELATED TECHNOLOGIES 94
5.10.1.1 LiDAR 94
5.10.1.2 Big Data Analytics 95
5.10.1.3 3D Modelling 95
5.10.1.4 Unmanned Vehicle Systems and Drones 95
5.10.1.5 Simulation 95
5.10.2 ALLIED TECHNOLOGIES 96
5.10.2.1 Artificial Intelligence 96
5.10.2.2 Machine Learning 96
5.10.2.3 Smart Sensors and IoT 96
5.10.2.4 Cloud Computing 96
5.10.2.5 Blockchain 97
5.11 TYPES OF GEOSPATIAL ANALYTICS TECHNIQUES 97
5.11.1 SURFACE & FIELD ANALYTICS 97
5.11.2 NETWORK & LOCATION ANALYTICS 97
5.11.3 GEOVISUALIZATION 98
5.11.4 GEOCOMPUTATION 98
5.11.5 OTHER TYPES 98
5.12 STAGES IN GEOSPATIAL ANALYTICS 99
FIGURE 26 STAGES IN GEOSPATIAL ANALYTICS 99
5.12.1 DATA CAPTURE 99
5.12.2 DATA MANAGEMENT 99
5.12.3 GEOSPATIAL ANALYTICS AND MODELING 99
5.12.4 VISUALIZATION 99
5.13 DATA COLLECTION AND PROCESSING TECHNIQUES IN GEOSPATIAL ANALYTICS 100
FIGURE 27 DATA COLLECTION AND PROCESSING TECHNIQUES IN GEOSPATIAL ANALYTICS 100
5.13.1 IMAGE DATA 100
5.13.1.1 Spectral Data 100
5.13.1.2 Spatial Data 100
5.13.1.3 Temporal Data 100
5.13.1.4 Radiometric Data 100
5.13.2 DATA ANALYTICS 101
5.13.2.1 Image Data Processing 101
5.13.2.2 Orthorectification 101
5.13.2.3 Mosaicking 101
5.13.2.4 Cloud Patching & Aerial Triangulation 101
5.13.2.5 Feature Extraction 102
5.13.3 DIGITAL MODELS 102
5.13.3.1 Digital Terrain Models 102
5.13.3.2 Digital Surface Models 102
5.13.3.3 Digital Elevation Models 102
5.13.4 CLASSIFICATION 102
5.13.4.1 Object Classification 103
5.13.4.2 Land Cover 103
5.13.4.3 Change Detection 103
5.14 BUSINESS MODELS OF GEOSPATIAL ANALYTICS 103
5.14.1 DATA-AS-A-SERVICE (DAAS) 103
5.14.2 SOFTWARE-AS-A-SERVICE (SAAS) 103
5.14.3 PLATFORM-AS-A-SERVICE (PAAS) 104
5.15 PORTER’S FIVE FORCES ANALYSIS 104
FIGURE 28 PORTER’S FIVE FORCES ANALYSIS 104
TABLE 14 PORTER’S FIVE FORCES ANALYSIS 105
5.15.1 THREAT OF NEW ENTRANTS 105
5.15.2 THREAT OF SUBSTITUTES 105
5.15.3 BARGAINING POWER OF BUYERS 105
5.15.4 BARGAINING POWER OF SUPPLIERS 106
5.15.5 INTENSITY OF COMPETITIVE RIVALRY 106
5.16 KEY CONFERENCES & EVENTS, 2023–2024 106
TABLE 15 LIST OF CONFERENCES & EVENTS, 2023–2024 106
5.17 REGULATORY LANDSCAPE 107
5.17.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 107
TABLE 16 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 107
TABLE 17 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 108
TABLE 18 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 110
TABLE 19 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 111
5.17.1.1 North America 111
5.17.1.1.1 US 111
5.17.1.1.2 Canada 111
5.17.1.2 Europe 111
5.17.1.3 Asia Pacific 111
5.17.1.3.1 South Korea 112
5.17.1.3.2 China 112
5.17.1.3.3 India 112
5.17.1.4 Middle East & Africa 112
5.17.1.4.1 UAE 112
5.17.1.4.2 KSA 112
5.17.1.4.3 Bahrain 112
5.17.1.5 Latin America 113
5.17.1.5.1 Brazil 113
5.17.1.5.2 Mexico 113
5.18 KEY STAKEHOLDERS & BUYING CRITERIA 113
5.18.1 KEY STAKEHOLDERS IN BUYING PROCESS 113
FIGURE 29 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 113
TABLE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS (%) 113
5.18.2 BUYING CRITERIA 114
FIGURE 30 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 114
TABLE 21 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 114
5.19 BEST PRACTICES IN GEOSPATIAL ANALYTICS MARKET 115
TABLE 22 BEST PRACTICES IN GEOSPATIAL ANALYTICS MARKET 115
5.20 DISRUPTIONS IMPACTING BUYERS/CLIENTS IN GEOSPATIAL ANALYTICS MARKET 116
FIGURE 31 AUTOMATED MACHINE LEARNING MARKET: DISRUPTIONS IMPACTING BUYERS/CLIENTS 116
5.21 TECHNOLOGY ROADMAP FOR GEOSPATIAL ANALYTICS LANDSCAPE 116
TABLE 23 SHORT-TERM ROADMAP, 2023–2025 116
TABLE 24 MID-TERM ROADMAP, 2026–2028 117
TABLE 25 LONG-TERM ROADMAP, 2029–2030 117
6 GEOSPATIAL ANALYTICS MARKET, BY OFFERING 118
6.1 INTRODUCTION 119
6.1.1 OFFERINGS: GEOSPATIAL ANALYTICS MARKET DRIVERS 119
FIGURE 32 SOLUTIONS SEGMENT TO LEAD MARKET DURING FORECAST PERIOD 120
TABLE 26 GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 120
TABLE 27 GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 120
6.2 SOLUTIONS 120
TABLE 28 SOLUTIONS: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 121
TABLE 29 SOLUTIONS: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 121
6.2.1 GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE 121
FIGURE 33 GEOCODING & REVERSE GEOCODING SEGMENT TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD 122
TABLE 30 SOLUTIONS: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2017–2022 (USD MILLION) 122
TABLE 31 SOLUTIONS: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2023–2028 (USD MILLION) 122
6.2.1.1 Geocoding & reverse geocoding 123
6.2.1.1.1 Rising need to deploy location intelligence for data-driven insights to drive market for geocoding and reverse geocoding 123
TABLE 32 GEOCODING & REVERSE GEOCODING: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 123
TABLE 33 GEOCODING & REVERSE GEOCODING: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 124
6.2.1.2 Data integration & ETL 124
6.2.1.2.1 Need to extract geographic data from any source system to drive adoption of geospatial analytics solutions 124
TABLE 34 GEOSPATIAL DATA INTEGRATION & ETL: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 125
TABLE 35 GEOSPATIAL DATA INTEGRATION & ETL: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 125
6.2.1.3 Reporting & visualization 125
6.2.1.3.1 Need for detailed breakdown and analysis of complex data to drive market for reporting and visualization 125
TABLE 36 GEOSPATIAL REPORTING & VISUALIZATION: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 126
TABLE 37 GEOSPATIAL REPORTING & VISUALIZATION: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 126
6.2.1.4 Thematic mapping & spatial analysis 126
6.2.1.4.1 Demand for rapid visual representation of geographical data to aid decision-making to drive market growth 126
TABLE 38 THEMATIC MAPPING & SPATIAL ANALYSIS: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 127
TABLE 39 THEMATIC MAPPING & SPATIAL ANALYSIS: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 127
6.2.1.5 Other types 127
TABLE 40 OTHER TYPES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 128
TABLE 41 OTHER TYPES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 128
6.2.2 GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT 128
FIGURE 34 CLOUD SEGMENT TO ACHIEVE HIGHER GROWTH DURING FORECAST PERIOD 129
TABLE 42 SOLUTIONS: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 129
TABLE 43 SOLUTIONS: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 129
6.2.2.1 On-premises 129
6.2.2.1.1 Need to exercise direct control over geospatial data to boost market for on-premises deployment of geospatial analytics solutions 129
TABLE 44 ON-PREMISES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 130
TABLE 45 ON-PREMISES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 130
6.2.2.2 Cloud 130
6.2.2.2.1 Demand for scalable deployment model in organizations to drive growth of cloud-based geospatial analytics solutions 130
TABLE 46 CLOUD: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 131
TABLE 47 CLOUD: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 131
6.3 SERVICES 131
FIGURE 35 CONSULTING SERVICES SEGMENT TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD 132
TABLE 48 GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 132
TABLE 49 GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 132
TABLE 50 SERVICES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 133
TABLE 51 SERVICES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 133
6.3.1 CONSULTING SERVICES 133
6.3.1.1 Need to develop geospatial analytics strategies and roadmaps to drive market growth 133
TABLE 52 CONSULTING SERVICES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 134
TABLE 53 CONSULTING SERVICES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 134
6.3.2 DEPLOYMENT & INTEGRATION 134
6.3.2.1 Growing need for efficient setup and configuration of geospatial analytics to drive adoption of geospatial analytics deployment and integration services 134
TABLE 54 DEPLOYMENT & INTEGRATION: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 135
TABLE 55 DEPLOYMENT & INTEGRATION: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 135
6.3.3 TRAINING, SUPPORT, AND MAINTENANCE 135
6.3.3.1 Rising use of support services to address technical challenges and provide timely assistance to users to drive growth 135
TABLE 56 TRAINING, SUPPORT, AND MAINTENANCE: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 136
TABLE 57 TRAINING, SUPPORT, AND MAINTENANCE: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 136
7 GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY 137
7.1 INTRODUCTION 138
7.1.1 TECHNOLOGIES: GEOSPATIAL ANALYTICS MARKET DRIVERS 138
FIGURE 36 REMOTE SENSING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 139
TABLE 58 GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 139
TABLE 59 GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 139
7.2 REMOTE SENSING 140
7.2.1 GROWING NEED TO MEASURE SPATIALLY COMPLEX AND SOCIAL PHENOMENA TO DRIVE USE OF REMOTE SENSING TECHNOLOGY 140
TABLE 60 REMOTE SENSING: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 140
TABLE 61 REMOTE SENSING: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 140
7.3 GLOBAL POSITIONING SYSTEMS 141
7.3.1 DEMAND FOR REAL-TIME TRACKING AND ANALYSIS TO DRIVE POPULARITY OF GPS SYSTEMS 141
TABLE 62 GLOBAL POSITIONING SYSTEMS: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 141
TABLE 63 GLOBAL POSITIONING SYSTEMS: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 141
7.4 GEOGRAPHIC INFORMATION SYSTEMS 142
7.4.1 GROWING DEMAND FOR SEAMLESS INTEGRATION OF DIVERSE GEOSPATIAL DATASETS TO BOOST ADOPTION OF GEOGRAPHIC INFORMATION SYSTEMS 142
TABLE 64 GEOGRAPHIC INFORMATION SYSTEMS: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 142
TABLE 65 GEOGRAPHIC INFORMATION SYSTEMS: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 142
7.5 OTHER TECHNOLOGIES 143
TABLE 66 OTHER TECHNOLOGIES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 143
TABLE 67 OTHER TECHNOLOGIES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 143
8 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL 144
8.1 INTRODUCTION 145
8.1.1 VERTICALS: GEOSPATIAL ANALYTICS MARKET DRIVERS 145
FIGURE 37 ENERGY & UTILITY SEGMENT TO ACHIEVE HIGHEST GROWTH DURING FORECAST PERIOD 146
TABLE 68 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 146
TABLE 69 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 147
8.2 ENERGY & UTILITY 147
8.2.1 DEMAND FOR OPTIMUM ENERGY GENERATION, DISTRIBUTION, AND CONSUMPTION TO DRIVE USE OF GEOSPATIAL ANALYTICS IN ENERGY AND UTILITY SECTOR 147
TABLE 70 ENERGY & UTILITY: USE CASES 148
TABLE 71 ENERGY & UTILITY: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 148
TABLE 72 ENERGY & UTILITY: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 148
TABLE 73 ENERGY & UTILITY: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 149
TABLE 74 ENERGY & UTILITY: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 149
8.2.2 ASSET MANAGEMENT 149
8.2.3 NETWORK ANALYSIS 149
8.2.4 OUTAGE MANAGEMENT SYSTEM 150
8.2.5 WILDLIFE & FISHERIES SCIENCE AND MANAGEMENT 150
8.2.6 OTHER APPLICATIONS 150
8.3 GOVERNMENT 150
8.3.1 INCREASING NEED TO TRANSFORM GOVERNANCE TO HARNESS POWER OF GEOSPATIAL ANALYTICS TO DRIVE GROWTH 150
TABLE 75 GOVERNMENT: USE CASES 151
TABLE 76 GOVERNMENT: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 151
TABLE 77 GOVERNMENT: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 151
TABLE 78 GOVERNMENT: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 152
TABLE 79 GOVERNMENT: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 152
8.3.2 LAND MANAGEMENT 152
8.3.3 OPTIMIZATION AND LOCATION-ALLOCATION MODELING 152
8.3.4 PUBLIC SAFETY AND EMERGENCY MANAGEMENT 153
8.3.5 ENVIRONMENTAL MONITORING 153
8.3.6 OTHER APPLICATIONS 153
8.4 DEFENSE & INTELLIGENCE 153
8.4.1 DEMAND FOR GEOSPATIAL DATA TO HELP BORDER SECURITY OPERATIONS DELIVER INFORMATION TO DRIVE ADOPTION OF GEOSPATIAL ANALYTICS 153
TABLE 80 DEFENSE & INTELLIGENCE: USE CASES 154
TABLE 81 DEFENSE & INTELLIGENCE: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 154
TABLE 82 DEFENSE & INTELLIGENCE: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 154
TABLE 83 DEFENSE & INTELLIGENCE: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 155
TABLE 84 DEFENSE & INTELLIGENCE: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 155
8.4.2 REAL-TIME SITUATIONAL AWARENESS 155
8.4.3 TERRAIN ANALYSIS & VISUALIZATION 155
8.4.4 INTELLIGENCE ANALYSIS 156
8.4.5 LOGISTICS PLANNING 156
8.4.6 OTHER APPLICATIONS 156
8.5 BANKING, FINANCIAL SERVICES, AND INSURANCE (BFSI) 156
8.5.1 NEED TO HARNESS GEOSPATIAL ANALYTICS FOR ENHANCED DECISION-MAKING TO DRIVE GROWTH 156
TABLE 85 BFSI: USE CASES 157
TABLE 86 BFSI: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 157
TABLE 87 BFSI: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 157
TABLE 88 BFSI: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 157
TABLE 89 BFSI: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 158
8.5.2 RISK ASSESSMENT 158
8.5.3 CREDIT SCORING 158
8.5.4 MOBILE BANKING 158
8.5.5 INSURANCE CLAIMS MANAGEMENT 158
8.5.6 OTHER APPLICATIONS 159
8.6 REAL ESTATE & CONSTRUCTION 159
8.6.1 RISING NEED TO LEVERAGE SPATIAL DATA AND ANALYSIS TO PROVIDE VALUABLE INSIGHTS FOR DECISION-MAKING, PROJECT PLANNING, AND ASSET MANAGEMENT TO DRIVE GROWTH 159
TABLE 90 REAL ESTATE & CONSTRUCTION: USE CASES 159
TABLE 91 REAL ESTATE & CONSTRUCTION: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 160
TABLE 92 REAL ESTATE & CONSTRUCTION: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 160
TABLE 93 REAL ESTATE & CONSTRUCTION: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 160
TABLE 94 REAL ESTATE & CONSTRUCTION: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 161
8.6.2 RECREATION PLANNING & MANAGEMENT 161
8.6.3 LAND SURVEYING & MAPPING 161
8.6.4 URBAN & REGIONAL PLANNING 161
8.6.5 REAL ESTATE PORTFOLIO MANAGEMENT 162
8.6.6 OTHER APPLICATIONS 162
8.7 HEALTHCARE & LIFE SCIENCES 162
8.7.1 GROWING DEMAND TO MAP AND ANALYZE HEALTHCARE INFRASTRUCTURE TO BOOST USE OF GEOSPATIAL ANALYTICS SERVICES 162
TABLE 95 HEALTHCARE & LIFE SCIENCES: USE CASES 163
TABLE 96 HEALTHCARE & LIFE SCIENCES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 163
TABLE 97 HEALTHCARE & LIFE SCIENCES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 163
TABLE 98 HEALTHCARE & LIFE SCIENCES: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 164
TABLE 99 HEALTHCARE & LIFE SCIENCES: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 164
8.7.2 DISEASE MAPPING 164
8.7.3 HEALTH RESOURCE ALLOCATION 164
8.7.4 EMERGENCY RESPONSE PLANNING 165
8.7.5 MEDICAL & PUBLIC SAFETY 165
8.7.6 OTHER APPLICATIONS 165
8.8 MINING & NATURAL RESOURCES 165
8.8.1 INCREASING ADOPTION OF GEOSPATIAL ANALYTICS IN MEASURING IMPACT OF USING NATURAL RESOURCES ON ENVIRONMENT TO DRIVE MARKET 165
TABLE 100 MINING & NATURAL RESOURCES: USE CASES 166
TABLE 101 MINING & NATURAL RESOURCES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 166
TABLE 102 MINING & NATURAL RESOURCES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 166
TABLE 103 MINING & NATURAL RESOURCES: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 167
TABLE 104 MINING & NATURAL RESOURCES: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 167
8.8.2 RESOURCE MAPPING 167
8.8.3 LAND RESOURCE AND INVENTORY MANAGEMENT 167
8.8.4 ENVIRONMENTAL MONITORING 168
8.8.5 GEOLOGICAL HAZARD MAPPING 168
8.8.6 MINING OPERATIONS MANAGEMENT 168
8.8.7 OTHER APPLICATIONS 168
8.9 AUTOMOTIVE & TRANSPORTATION 169
8.9.1 NEED TO ANALYZE LOCAL DEMAND FOR VEHICLES TO DRIVE ADOPTION OF GEOSPATIAL ANALYTICS 169
TABLE 105 AUTOMOTIVE & TRANSPORTATION: USE CASES 169
TABLE 106 AUTOMOTIVE & TRANSPORTATION: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 170
TABLE 107 AUTOMOTIVE & TRANSPORTATION: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 170
TABLE 108 AUTOMOTIVE & TRANSPORTATION: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 170
TABLE 109 AUTOMOTIVE & TRANSPORTATION: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 171
8.9.2 FLEET MANAGEMENT 171
8.9.3 TRAFFIC MANAGEMENT 171
8.9.4 PROBLEM DETECTION & MANAGEMENT 171
8.9.5 SMART PARKING AND TOLLING 172
8.9.6 AUTONOMOUS VEHICLE NAVIGATION 172
8.9.7 OTHER APPLICATIONS 172
8.10 AGRICULTURE 172
8.10.1 INCREASING DEMAND TO IDENTIFY AREAS OF CULTIVATION AND PROMOTE SUSTAINABLE PRACTICES TO LEAD TO RAPID MARKET GROWTH 172
TABLE 110 AGRICULTURE: USE CASES 173
TABLE 111 AGRICULTURE: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 173
TABLE 112 AGRICULTURE: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 173
TABLE 113 AGRICULTURE: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 174
TABLE 114 AGRICULTURE: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 174
8.10.2 SMART FARMING 174
8.10.3 SOIL MAPPING 174
8.10.4 CROP MONITORING 175
8.10.5 LAND MANAGEMENT 175
8.10.6 PEST AND DISEASE MANAGEMENT 175
8.10.7 OTHER APPLICATIONS 175
8.11 OTHER VERTICALS 176
TABLE 115 OTHER VERTICALS: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 176
TABLE 116 OTHER VERTICALS: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 176
9 GEOSPATIAL ANALYTICS MARKET, BY REGION 177
9.1 INTRODUCTION 178
TABLE 117 GEOSPATIAL ANALYTICS MARKET, BY REGION, 2017–2022 (USD MILLION) 179
TABLE 118 GEOSPATIAL ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 179
9.2 NORTH AMERICA 180
9.2.1 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET DRIVERS 180
9.2.2 NORTH AMERICA: RECESSION IMPACT 180
FIGURE 40 NORTH AMERICA: MARKET SNAPSHOT 181
TABLE 119 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 181
TABLE 120 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 182
TABLE 121 NORTH AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2017–2022 (USD MILLION) 182
TABLE 122 NORTH AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2023–2028 (USD MILLION) 182
TABLE 123 NORTH AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 182
TABLE 124 NORTH AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 183
TABLE 125 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 183
TABLE 126 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 183
TABLE 127 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 183
TABLE 128 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 184
TABLE 129 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 184
TABLE 130 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 185
TABLE 131 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 185
TABLE 132 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 185
9.2.3 US 186
9.2.3.1 Rising adoption of geospatial analytics technologies across verticals to drive market 186
TABLE 133 US: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 186
TABLE 134 US: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 186
TABLE 135 US: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2017–2022 (USD MILLION) 187
TABLE 136 US: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2023–2028 (USD MILLION) 187
TABLE 137 US: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 187
TABLE 138 US: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 187
TABLE 139 US: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 188
TABLE 140 US: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 188
9.2.4 CANADA 188
9.2.4.1 Rising awareness regarding benefits of geospatial analytics to boost market growth 188
9.3 EUROPE 189
9.3.1 EUROPE: GEOSPATIAL ANALYTICS MARKET DRIVERS 189
9.3.2 EUROPE: RECESSION IMPACT 189
TABLE 141 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 190
TABLE 142 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 190
TABLE 143 EUROPE: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2017–2022 (USD MILLION) 190
TABLE 144 EUROPE: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2023–2028 (USD MILLION) 190
TABLE 145 EUROPE: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 191
TABLE 146 EUROPE: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 191
TABLE 147 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 191
TABLE 148 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 191
TABLE 149 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 192
TABLE 150 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 192
TABLE 151 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 192
TABLE 152 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 193
TABLE 153 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 193
TABLE 154 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 193
9.3.3 UK 194
9.3.3.1 Government initiatives to promote use of geospatial data to drive market 194
TABLE 155 UK: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 194
TABLE 156 UK: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 194
TABLE 157 UK: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2017–2022 (USD MILLION) 195
TABLE 158 UK: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2023–2028 (USD MILLION) 195
TABLE 159 UK: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 195
TABLE 160 UK: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 195
TABLE 161 UK: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 196
TABLE 162 UK: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 196
9.3.4 GERMANY 196
9.3.4.1 Technological developments across various verticals to support growth of geospatial analytics market 196
9.3.5 FRANCE 197
9.3.5.1 Robust growth of transportation and construction sectors to drive growth of geospatial analytics market 197
9.3.6 ITALY 197
9.3.6.1 Rising need for infrastructural development and mobility to propel adoption of geospatial analytics solutions 197
9.3.7 SPAIN 198
9.3.7.1 Rising investments by tech companies to boost market growth 198
9.3.8 REST OF EUROPE 198
9.4 ASIA PACIFIC 198
9.4.1 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET DRIVERS 199
9.4.2 ASIA PACIFIC: RECESSION IMPACT 199
FIGURE 41 ASIA PACIFIC: MARKET SNAPSHOT 200
TABLE 163 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 200
TABLE 164 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 201
TABLE 165 ASIA PACIFIC: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2017–2022 (USD MILLION) 201
TABLE 166 ASIA PACIFIC: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2023–2028 (USD MILLION) 201
TABLE 167 ASIA PACIFIC: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 201
TABLE 168 ASIA PACIFIC: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 202
TABLE 169 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 202
TABLE 170 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 202
TABLE 171 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 202
TABLE 172 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 203
TABLE 173 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 203
TABLE 174 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 204
TABLE 175 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 204
TABLE 176 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 205
9.4.3 CHINA 205
9.4.3.1 Growth in investments to strengthen infrastructure and technology to fuel adoption of geospatial analytics 205
TABLE 177 CHINA: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 205
TABLE 178 CHINA: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 206
TABLE 179 CHINA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2017–2022 (USD MILLION) 206
TABLE 180 CHINA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2023–2028 (USD MILLION) 206
TABLE 181 CHINA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 206
TABLE 182 CHINA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 207
TABLE 183 CHINA: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 207
TABLE 184 CHINA: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 207
9.4.4 JAPAN 207
9.4.4.1 Rising adoption of GIS-based mapping technologies to drive market growth 207
9.4.5 INDIA 208
9.4.5.1 Rising need to optimize crop management to boost adoption of geospatial analytics solutions in agriculture sector 208
9.4.6 ANZ 208
9.4.6.1 Need to identify potential threats to drive use of remote sensing solution 208
9.4.7 THAILAND 208
9.4.7.1 Rapid investments across verticals to position country as potential market for geospatial analytics 208
9.4.8 MYANMAR 209
9.4.8.1 Increase in adoption of geospatial technology across industries to fuel market growth 209
9.4.9 VIETNAM 209
9.4.9.1 Rapid shift from traditional agricultural economy to digital economy to offer opportunity for geospatial technologies 209
9.4.10 REST OF ASIA PACIFIC 210
9.5 MIDDLE EAST & AFRICA 210
9.5.1 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET DRIVERS 210
9.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT 211
TABLE 185 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 211
TABLE 186 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 211
TABLE 187 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2017–2022 (USD MILLION) 211
TABLE 188 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2023–2028 (USD MILLION) 212
TABLE 189 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 212
TABLE 190 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 212
TABLE 191 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 212
TABLE 192 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 213
TABLE 193 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 213
TABLE 194 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 213
TABLE 195 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 214
TABLE 196 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 214
TABLE 197 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 215
TABLE 198 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 215
9.5.3 KINGDOM OF SAUDI ARABIA 215
9.5.3.1 Saudi Arabia’s commitment to leveraging AI and ML technologies to drive market growth 215
9.5.4 UAE 216
9.5.4.1 Rising emphasis on technological advancements to promote adoption and development of AI and ML technologies 216
9.5.5 ISRAEL 216
9.5.5.1 Need to implement data-driven decision-making processes to boost use of geospatial technologies 216
9.5.6 TURKEY 217
9.5.6.1 Rising need for advancements in defense and security sectors to boost adoption of advanced spatial data technologies 217
9.5.7 QATAR 217
9.5.7.1 Growing demand for sustainable technological development to boost adoption of geospatial solutions 217
9.5.8 SOUTH AFRICA 217
9.5.8.1 Increase in investments by private sector companies to fuel market growth 217
9.5.9 REST OF MIDDLE EAST & AFRICA 218
9.6 LATIN AMERICA 218
9.6.1 LATIN AMERICA: GEOSPATIAL ANALYTICS MARKET DRIVERS 219
9.6.2 LATIN AMERICA: RECESSION IMPACT 219
TABLE 199 LATIN AMERICA: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 219
TABLE 200 LATIN AMERICA: GEOSPATIAL ANALYTICS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 219
TABLE 201 LATIN AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2017–2022 (USD MILLION) 220
TABLE 202 LATIN AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2023–2028 (USD MILLION) 220
TABLE 203 LATIN AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 220
TABLE 204 LATIN AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 220
TABLE 205 LATIN AMERICA: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 221
TABLE 206 LATIN AMERICA: GEOSPATIAL ANALYTICS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 221
TABLE 207 LATIN AMERICA: GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 221
TABLE 208 LATIN AMERICA: GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 221
TABLE 209 LATIN AMERICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 222
TABLE 210 LATIN AMERICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 222
TABLE 211 LATIN AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 223
TABLE 212 LATIN AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 223
9.6.3 BRAZIL 223
9.6.3.1 Enhancements in communication infrastructure to offer significant opportunities for geospatial analytics solution providers 223
9.6.4 MEXICO 224
9.6.4.1 Rapid adoption of geospatial analytics in construction and oil & gas sectors to drive market growth 224
9.6.5 ARGENTINA 224
9.6.5.1 Rising need to gather data-driven insights and achieve reasoned decision-making to fuel market growth 224
9.6.6 REST OF LATIN AMERICA 224
10 COMPETITIVE LANDSCAPE 225
10.1 OVERVIEW 225
10.2 STRATEGIES ADOPTED BY KEY PLAYERS 225
TABLE 213 STRATEGIES ADOPTED BY KEY PLAYERS 225
10.3 REVENUE ANALYSIS 226
FIGURE 42 REVENUE ANALYSIS FOR KEY PLAYERS, 2018–2022 226
10.4 MARKET SHARE ANALYSIS 226
FIGURE 43 MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2022 227
TABLE 214 GEOSPATIAL ANALYTICS MARKET: INTENSITY OF COMPETITIVE RIVALRY 227
10.5 EVALUATION QUADRANT MATRIX FOR KEY PLAYERS 227
10.5.1 STARS 227
10.5.2 EMERGING LEADERS 227
10.5.3 PERVASIVE PLAYERS 228
10.5.4 PARTICIPANTS 228
FIGURE 44 EVALUATION QUADRANT MATRIX FOR KEY PLAYERS, 2023 228
10.6 EVALUATION QUADRANT MATRIX FOR STARTUPS/SMES 229
10.6.1 PROGRESSIVE COMPANIES 229
10.6.2 RESPONSIVE COMPANIES 229
10.6.3 DYNAMIC COMPANIES 229
10.6.4 STARTING BLOCKS 229
FIGURE 45 EVALUATION QUADRANT MATRIX FOR STARTUPS/SMES, 2023 230
10.7 COMPETITIVE BENCHMARKING 230
TABLE 215 COMPETITIVE BENCHMARKING FOR KEY PLAYERS, 2023 230
TABLE 216 LIST OF KEY STARTUPS/SMES 231
TABLE 217 COMPETITIVE BENCHMARKING FOR STARTUPS/SMES, 2023 232
10.8 GEOSPATIAL ANALYTICS PRODUCT LANDSCAPE 232
10.8.1 COMPARATIVE ANALYSIS OF GEOSPATIAL ANALYTICS PRODUCTS 232
TABLE 218 COMPARATIVE ANALYSIS OF GEOSPATIAL ANALYTICS PRODUCTS 232
10.9 COMPETITIVE SCENARIO 233
10.9.1 PRODUCT LAUNCHES 233
TABLE 219 GEOSPATIAL ANALYTICS MARKET: PRODUCT LAUNCHES, 2020–2023 233
10.9.2 DEALS 234
TABLE 220 GEOSPATIAL ANALYTICS MARKET: DEALS, 2020–2023 234
10.9.3 OTHERS 235
TABLE 221 GEOSPATIAL ANALYTICS MARKET: OTHERS, 2022 235
10.10 VALUATION AND FINANCIAL METRICS FOR KEY GEOSPATIAL ANALYTICS VENDORS 236
FIGURE 46 VALUATION AND FINANCIAL METRICS FOR KEY GEOSPATIAL ANALYTICS VENDORS 236
10.11 YTD PRICE TOTAL RETURN, AND STOCK BETA OF KEY GEOSPATIAL ANALYTICS VENDORS 236
FIGURE 47 YTD PRICE TOTAL RETURN, AND STOCK BETA OF KEY GEOSPATIAL ANALYTICS VENDORS 236
11 COMPANY PROFILES 237
11.1 INTRODUCTION 237
11.2 KEY PLAYERS 237
(Business overview, Products/Solutions/Services offered, Recent developments, MnM view, Key strengths, Strategic choices made, and Weaknesses and competitive threats)*
11.2.1 GOOGLE 237
TABLE 222 GOOGLE: BUSINESS OVERVIEW 237
FIGURE 48 GOOGLE: COMPANY SNAPSHOT 238
TABLE 223 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 238
TABLE 224 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 239
TABLE 225 GOOGLE: DEALS 240
11.2.2 ALTERYX 242
TABLE 226 ALTERYX: BUSINESS OVERVIEW 242
FIGURE 49 ALTERYX: COMPANY SNAPSHOT 243
TABLE 227 ALTERYX: PRODUCTS/SOLUTIONS/SERVICES OFFERED 243
TABLE 228 ALTERYX: PRODUCT LAUNCHES AND ENHANCEMENTS 244
TABLE 229 ALTERYX: DEALS 244
11.2.3 HEXAGON AB 246
TABLE 230 HEXAGON AB: BUSINESS OVERVIEW 246
FIGURE 50 HEXAGON AB: COMPANY SNAPSHOT 247
TABLE 231 HEXAGON AB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 247
TABLE 232 HEXAGON AB: PRODUCT LAUNCHES AND ENHANCEMENTS 248
TABLE 233 HEXAGON AB: DEALS 249
11.2.4 TOMTOM 252
TABLE 234 TOMTOM: BUSINESS OVERVIEW 252
FIGURE 51 TOMTOM: COMPANY SNAPSHOT 253
TABLE 235 TOMTOM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 253
TABLE 236 TOMTOM: PRODUCT LAUNCHES AND ENHANCEMENTS 254
TABLE 237 TOMTOM: DEALS 254
11.2.5 MAXAR TECHNOLOGIES 257
TABLE 238 MAXAR TECHNOLOGIES: BUSINESS OVERVIEW 257
FIGURE 52 MAXAR TECHNOLOGIES: COMPANY SNAPSHOT 258
TABLE 239 MAXAR TECHNOLOGIES: PRODUCTS/SOLUTIONS/SERVICES OFFERED 258
TABLE 240 MAXAR TECHNOLOGIES: PRODUCT LAUNCHES AND ENHANCEMENTS 259
TABLE 241 MAXAR TECHNOLOGIES: DEALS 260
11.2.6 TRIMBLE 262
TABLE 242 TRIMBLE: BUSINESS OVERVIEW 262
FIGURE 53 TRIMBLE: COMPANY SNAPSHOT 263
TABLE 243 TRIMBLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 263
TABLE 244 TRIMBLE: PRODUCT LAUNCHES AND ENHANCEMENTS 264
TABLE 245 TRIMBLE: DEALS 265
11.2.7 PRECISELY 266
TABLE 246 PRECISELY: BUSINESS OVERVIEW 266
TABLE 247 PRECISELY: PRODUCTS/SOLUTIONS/SERVICES OFFERED 266
TABLE 248 PRECISELY: PRODUCT LAUNCHES AND ENHANCEMENTS 267
TABLE 249 PRECISELY: DEALS 268
TABLE 250 PRECISELY: OTHERS 269
11.2.8 ESRI 270
TABLE 251 ESRI: BUSINESS OVERVIEW 270
TABLE 252 ESRI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 270
TABLE 253 ESRI: PRODUCT LAUNCHES AND ENHANCEMENTS 271
TABLE 254 ESRI: DEALS 272
11.2.9 CALIPER CORPORATION 275
TABLE 255 CALIPER CORPORATION: BUSINESS OVERVIEW 275
TABLE 256 CALIPER CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 275
TABLE 257 CALIPER CORPORATION: PRODUCT LAUNCHES AND ENHANCEMENTS 276
TABLE 258 CALIPER CORPORATION: DEALS 276
11.2.10 BLUE MARBLE GEOGRAPHICS 277
TABLE 259 BLUE MARBLE GEOGRAPHICS: BUSINESS OVERVIEW 277
TABLE 260 BLUE MARBLE GEOGRAPHICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 277
TABLE 261 BLUE MARBLE GEOGRAPHICS: PRODUCT LAUNCHES AND ENHANCEMENTS 278
TABLE 262 BLUE MARBLE GEOGRAPHICS: DEALS 280
11.2.11 RMSI 281
11.2.12 MAPLARGE 282
11.2.13 GENERAL ELECTRIC 283
11.2.14 BENTLEY SYSTEMS 284
11.2.15 FUGRO 285
11.3 STARTUPS/SMES 286
11.3.1 ORBITAL INSIGHT 286
11.3.2 MAPIDEA 287
11.3.3 GEOSPIN 288
11.3.4 SPARKGEO 288
11.3.5 ORBICA 289
11.3.6 DESCARTES LABS 290
11.3.7 REMOT TECHNOLOGIES 291
11.3.8 CARTO 292
11.3.9 MAPBOX 293
11.3.10 BLUE SKY ANALYTICS 294
11.4 COMPANIES WITH STRONG PRESENCE IN ASIA 295
11.4.1 PASCO CORPORATION 295
11.4.2 MANDALAY TECHNOLOGY 296
11.4.3 GEOVIET CONSULTING 297
11.4.4 GIS CO., LTD. 298
11.4.5 SUNTAC TECHNOLOGIES 299
11.4.6 GEOMATIC CONSULTING INTERNATIONAL 300
11.4.7 MAPPOINTASIA 301
11.4.8 VEGASTAR TECHNOLOGY 302
11.4.9 HERE TECHNOLOGIES 302
11.4.10 AAM, A WOOLPERT COMPANY 303
*Details on Business overview, Products/Solutions/Services offered, Recent developments, MnM view, Key strengths, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.
12 ADJACENT AND RELATED MARKETS 304
12.1 GEOSPATIAL IMAGERY ANALYTICS MARKET 304
12.1.1 MARKET DEFINITION 304
12.1.2 MARKET OVERVIEW 304
12.1.3 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE 305
TABLE 263 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE, 2016–2020 (USD MILLION) 305
TABLE 264 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE, 2021–2026 (USD MILLION) 305
12.1.4 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM 305
TABLE 265 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM, 2016–2020 (USD MILLION) 306
TABLE 266 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM, 2021–2026 (USD MILLION) 306
12.1.5 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION 306
TABLE 267 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 306
TABLE 268 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION) 307
12.1.6 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY DEPLOYMENT MODE 307
TABLE 269 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 307
TABLE 270 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 307
12.1.7 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY ORGANIZATION SIZE 308
TABLE 271 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 308
TABLE 272 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 308
12.1.8 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY VERTICAL 308
TABLE 273 HEALTHCARE AND LIFE SCIENCES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION) 309
TABLE 274 HEALTHCARE AND LIFE SCIENCES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION) 309
12.1.9 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION 309
TABLE 275 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION) 310
TABLE 276 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION) 310
12.2 GEOGRAPHIC INFORMATION SYSTEM MARKET 310
12.2.1 MARKET DEFINITION 310
12.2.2 MARKET OVERVIEW 310
12.2.3 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY OFFERING 311
TABLE 277 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY OFFERING, 2018–2025 (USD BILLION) 311
TABLE 278 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY HARDWARE, 2018–2025 (USD MILLION) 311
12.2.4 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY INDUSTRY 312
TABLE 279 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY INDUSTRY, 2018–2025 (USD MILLION) 312
12.2.5 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY REGION 312
TABLE 280 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY REGION, 2018–2025 (USD MILLION) 312
12.3 LBS AND RTLS MARKET 313
12.3.1 MARKET DEFINITION 313
12.3.2 MARKET OVERVIEW 313
12.3.3 LBS AND RTLS MARKET, BY COMPONENT 313
TABLE 281 LBS AND RTLS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 314
TABLE 282 LBS AND RTLS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 314
12.3.4 LBS AND RTLS MARKET, BY LOCATION TYPE 314
TABLE 283 LBS AND RTLS MARKET, BY LOCATION TYPE, 2016–2021 (USD MILLION) 314
TABLE 284 LBS AND RTLS MARKET, BY LOCATION TYPE, 2022–2027 (USD MILLION) 315
12.3.5 LBS AND RTLS MARKET, BY APPLICATION 315
TABLE 285 LBS AND RTLS MARKET, BY APPLICATION, 2016–2021 (USD MILLION) 315
TABLE 286 LBS AND RTLS MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 315
12.3.6 LBS AND RTLS MARKET, BY VERTICAL 316
TABLE 287 LBS AND RTLS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 316
TABLE 288 LBS AND RTLS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 316
12.3.7 LBS AND RTLS MARKET, BY REGION 317
TABLE 289 LBS AND RTLS MARKET, BY REGION, 2016–2021 (USD MILLION) 317
TABLE 290 LBS AND RTLS MARKET, BY REGION, 2022–2027 (USD MILLION) 317
13 APPENDIX 318
13.1 DISCUSSION GUIDE 318
13.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 322
13.3 CUSTOMIZATION OPTIONS 324
13.4 RELATED REPORTS 324
13.5 AUTHOR DETAILS 325