1 Introduction
1.1 Study Objectives
1.2 Market Definition
1.2.1 Inclusions and Exclusions
1.3 Study Scope
1.3.1 Market Segmentation
1.3.2 Regions Covered
1.4 Years Considered
1.5 Currency Considered
Table 1 USD Exchange Rate, 2020-2022
1.6 Stakeholders
1.7 Summary of Changes
1.7.1 Recession Impact
2 Research Methodology
2.1 Research Data
Figure 1 Geospatial Analytics Market: Research Design
2.1.1 Secondary Data
2.1.1.1 Key Data from Secondary Sources
2.1.2 Primary Data
2.1.2.1 Primary Interviews with Experts
2.1.2.2 Key Primary Interview Participants
2.1.2.3 Breakup of Primary Profiles
2.1.2.4 Key Data from Primary Sources
2.1.2.5 Key Industry Insights
2.2 Data Triangulation
2.3 Market Size Estimation
Figure 2 Geospatial Analytics Market: Top-Down and Bottom-Up Approaches
2.3.1 Top-Down Approach
2.3.2 Bottom-Up Approach
Figure 3 Approach 1 (Supply Side): Revenue from Offerings of Geospatial Analytics Market Players
Figure 4 Approach 2, Bottom-Up (Supply Side): Collective Revenue from Offerings of Geospatial Analytics Market Players
Figure 5 Approach 3, Bottom-Up (Supply Side): Revenue and Subsequent Market Estimation from Offerings of Geospatial Analytics Market Players
Figure 6 Approach 4, Bottom-Up (Demand Side): Share of Geospatial Analytics Offerings Through Overall Geospatial Analytics Spending
2.4 Market Forecast
Table 2 Factor Analysis
2.5 Research Assumptions
2.6 Limitations and Risk Assessment
2.7 Impact of Recession on Global Geospatial Analytics Market
Table 3 Impact of Recession on Global Geospatial Analytics Market
3 Executive Summary
Table 4 Global Geospatial Analytics Market and Growth Rate, 2017-2022 (USD Million, Y-O-Y%)
Table 5 Global Geospatial Analytics Market and Growth Rate, 2023-2028 (USD Million, Y-O-Y%)
Figure 7 Solutions Segment to Account for Larger Share in 2023
Figure 8 Geocoding & Reverse Geocoding Segment to Lead Market in 2023
Figure 9 On-Premises Segment to Account for Larger Share in 2023
Figure 10 Consulting Services Segment to Lead Market in 2023
Figure 11 Remote Sensing Segment to Lead Market in 2023
Figure 12 Energy & Utility Segment to Lead Market in 2023
Figure 13 North America to Lead Geospatial Analytics Market in 2023
4 Premium Insights
4.1 Attractive Opportunities for Players in Geospatial Analytics Market
Figure 14 Increase in Number of AI- and ML-based GIS Solutions to Drive Market Growth
4.2 Geospatial Analytics Market, by Vertical
Figure 15 Energy & Utility Segment to Account for Largest Share During Forecast Period
4.3 Geospatial Analytics Market, by Region
Figure 16 North America to Account for Largest Share by 2023
4.4 Geospatial Analytics Market, by Offering and Key Vertical
Figure 17 Solutions and Energy & Utility Segments to Account for Significant Share by 2023
5 Market Overview and Industry Trends
5.1 Introduction
5.2 Market Dynamics
Figure 18 Geospatial Analytics Market: Drivers, Restraints, Opportunities, and Challenges
5.2.1 Drivers
5.2.1.1 Growing Demand for Location Intelligence
5.2.1.2 Continuous Advancements in Location-based Technology
5.2.1.3 Advancements in Technology and Computing Power
5.2.1.4 Development of Smart Cities and Urbanization
5.2.1.5 High Deployment of IoT Sensors Across Locations
5.2.1.6 Advancements in Big Data Analytics
5.2.2 Restraints
5.2.2.1 Budgetary Constraints in Small and Medium-Sized Enterprises
5.2.2.2 Concerns Related to Geoprivacy and Confidential Data
5.2.2.3 High Cost of GIS Solutions and Geospatial Data Barriers
5.2.2.4 Location-based Technologies (LBT) Gaining Momentum to Increase ROI
5.2.3 Opportunities
5.2.3.1 Technical Advancements in 4D GIS Software
5.2.3.2 Advancements in 5G Communications Technology
5.2.3.3 Rising Adoption of Geospatial Analytics in Small and Medium-Sized Enterprises
5.2.3.4 Growing Ability of Organizations to Analyze Location Data for Wide Range of Critical Insights
5.2.4 Challenges
5.2.4.1 Cost and Infrastructure Requirements
5.2.4.2 Lack of Awareness Regarding Capabilities and Benefits of Geospatial Analytics
5.2.4.3 Lack of Skilled Manpower
5.3 Case Study Analysis
5.3.1 Energy & Utility
5.3.1.1 RMSI Helped US-based Electric and Gas Company Enhance Spatial Accuracy
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
5.3.1.3 Electric Authority of Cyprus Deployed Oracle's Solutions to Increase Application Stability and Resolve Several Application-Specific Deadlocks
5.3.2 Banking, Financial Services, and Insurance
5.3.2.1 Bajaj Finserv Implemented Esri's Geospatial Platform Solution to Improve Customer Service
5.3.3 Automotive & Transportation
5.3.3.1 Esri Helped Carrefour Establish a Global Platform for Geomarketing to Monitor Store Performance
5.3.4 Education
5.3.4.1 Esri Enabled Chesley District Community School to Engage Students in Geography Classes
5.3.4.2 University of Northampton Implemented GIS-based System to Improve Teaching and Research Capabilities, Reduce Costs, and Enhance Decision-Making
5.3.5 Healthcare & Life Sciences
5.3.5.1 Sanitas Implemented Carto's Solutions to Evaluate Demographic Landscapes and Ensure Expansion During Site Planning
5.3.6 Government
5.3.6.1 City of San Diego Implemented SAP Solutions to Strengthen Emergency Services
5.3.7 Real Estate & Construction
5.3.7.1 Crown Estate Implemented GIS-based System to Improve Operations and Reduce Costs
5.4 Evolution of Geospatial Analytics
Figure 19 Evolution of Geospatial Analytics
5.5 Ecosystem Analysis
Figure 20 Ecosystem Analysis
Table 6 Geospatial Analytics Market: Solution Providers
Table 7 Geospatial Analytics Market: Service Providers
Table 8 Geospatial Analytics Market: Technology Providers
Table 9 Geospatial Analytics Market: Regulatory Bodies
5.6 Value Chain Analysis
Figure 21 Value Chain Analysis
5.6.1 Research & Development
5.6.2 Software Deployment
5.6.3 System Integration
5.6.4 Services
5.6.5 End-user Groups
5.7 Pricing Model Analysis
Table 10 Geospatial Analytics Market: Pricing Levels
5.8 Average Selling Price Trends
Figure 22 Average Selling Price for Key Companies (USD)
5.9 Patent Analysis
5.9.1 Methodology
5.9.2 Document Type
Table 11 Patents Filed, 2013-2023
5.9.3 Innovation and Patent Applications
Figure 23 Total Number of Patents Granted, 2013-2023
5.9.3.1 Top Applicants
Figure 24 Top Ten Companies with Highest Number of Patent Applications, 2013-2023
Figure 25 Regional Analysis of Patents Granted, 2013-2023
Table 12 Top 20 Patent Owners, 2013-2023
Table 13 List of Patents in Geospatial Analytics Market, 2021-2023
5.10 Technology Analysis
5.10.1 Related Technologies
5.10.1.1 LiDAR
5.10.1.2 Big Data Analytics
5.10.1.3 3D Modelling
5.10.1.4 Unmanned Vehicle Systems and Drones
5.10.1.5 Simulation
5.10.2 Allied Technologies
5.10.2.1 Artificial Intelligence
5.10.2.2 Machine Learning
5.10.2.3 Smart Sensors and IoT
5.10.2.4 Cloud Computing
5.10.2.5 Blockchain
5.11 Types of Geospatial Analytics Techniques
5.11.1 Surface & Field Analytics
5.11.2 Network & Location Analytics
5.11.3 Geovisualization
5.11.4 Geocomputation
5.11.5 Other Types
5.12 Stages in Geospatial Analytics
Figure 26 Stages in Geospatial Analytics
5.12.1 Data Capture
5.12.2 Data Management
5.12.3 Geospatial Analytics and Modeling
5.12.4 Visualization
5.13 Data Collection and Processing Techniques in Geospatial Analytics
Figure 27 Data Collection and Processing Techniques in Geospatial Analytics
5.13.1 Image Data
5.13.1.1 Spectral Data
5.13.1.2 Spatial Data
5.13.1.3 Temporal Data
5.13.1.4 Radiometric Data
5.13.2 Data Analytics
5.13.2.1 Image Data Processing
5.13.2.2 Orthorectification
5.13.2.3 Mosaicking
5.13.2.4 Cloud Patching & Aerial Triangulation
5.13.2.5 Feature Extraction
5.13.3 Digital Models
5.13.3.1 Digital Terrain Models
5.13.3.2 Digital Surface Models
5.13.3.3 Digital Elevation Models
5.13.4 Classification
5.13.4.1 Object Classification
5.13.4.2 Land Cover
5.13.4.3 Change Detection
5.14 Business Models of Geospatial Analytics
5.14.1 Data-as-a-Service (DaaS)
5.14.2 Software-as-a-Service (SaaS)
5.14.3 Platform-as-a-Service (PaaS)
5.15 Porter's Five Forces Analysis
Figure 28 Porter's Five Forces Analysis
Table 14 Porter's Five Forces Analysis
5.15.1 Threat of New Entrants
5.15.2 Threat of Substitutes
5.15.3 Bargaining Power of Buyers
5.15.4 Bargaining Power of Suppliers
5.15.5 Intensity of Competitive Rivalry
5.16 Key Conferences & Events, 2023-2024
Table 15 List of Conferences & Events, 2023-2024
5.17 Regulatory Landscape
5.17.1 Regulatory Bodies, Government Agencies, and Other Organizations
Table 16 North America: Regulatory Bodies, Government Agencies, and Other Organizations
Table 17 Europe: Regulatory Bodies, Government Agencies, and Other Organizations
Table 18 Asia-Pacific: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 19 RoW: Regulatory Bodies, Government Agencies, and Other Organizations
5.17.1.1 North America
5.17.1.1.1 US
5.17.1.1.2 Canada
5.17.1.2 Europe
5.17.1.3 Asia-Pacific
5.17.1.3.1 South Korea
5.17.1.3.2 China
5.17.1.3.3 India
5.17.1.4 Middle East & Africa
5.17.1.4.1 UAE
5.17.1.4.2 KSA
5.17.1.4.3 Bahrain
5.17.1.5 Latin America
5.17.1.5.1 Brazil
5.17.1.5.2 Mexico
5.18 Key Stakeholders & Buying Criteria
5.18.1 Key Stakeholders in Buying Process
Figure 29 Influence of Stakeholders on Buying Process for Top Three Verticals
Table 20 Influence of Stakeholders on Buying Process for Top Three Verticals (%)
5.18.2 Buying Criteria
Figure 30 Key Buying Criteria for Top Three Verticals
Table 21 Key Buying Criteria for Top Three Verticals
5.19 Best Practices in Geospatial Analytics Market
Table 22 Best Practices in Geospatial Analytics Market
5.20 Disruptions Impacting Buyers/Clients in Geospatial Analytics Market
Figure 31 Automated Machine Learning Market: Disruptions Impacting Buyers/Clients
5.21 Technology Roadmap for Geospatial Analytics Landscape
Table 23 Short-Term Roadmap, 2023-2025
Table 24 Mid-Term Roadmap, 2026-2028
Table 25 Long-Term Roadmap, 2029-2030
6 Geospatial Analytics Market, by Offering
6.1 Introduction
6.1.1 Offerings: Geospatial Analytics Market Drivers
Figure 32 Solutions Segment to Lead Market During Forecast Period
Table 26 Geospatial Analytics Market, by Offering, 2017-2022 (USD Million)
Table 27 Geospatial Analytics Market, by Offering, 2023-2028 (USD Million)
6.2 Solutions
Table 28 Solutions: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 29 Solutions: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
6.2.1 Geospatial Analytics Solutions Market, by Type
Figure 33 Geocoding & Reverse Geocoding Segment to Account for Largest Share During Forecast Period
Table 30 Solutions: Geospatial Analytics Market, by Type, 2017-2022 (USD Million)
Table 31 Solutions: Geospatial Analytics Market, by Type, 2023-2028 (USD Million)
6.2.1.1 Geocoding & Reverse Geocoding
6.2.1.1.1 Rising Need to Deploy Location Intelligence for Data-Driven Insights to Drive Market for Geocoding and Reverse Geocoding
Table 32 Geocoding & Reverse Geocoding: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 33 Geocoding & Reverse Geocoding: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
6.2.1.2 Data Integration & ETL
6.2.1.2.1 Need to Extract Geographic Data from Any Source System to Drive Adoption of Geospatial Analytics Solutions
Table 34 Geospatial Data Integration & ETL: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 35 Geospatial Data Integration & ETL: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
6.2.1.3 Reporting & Visualization
6.2.1.3.1 Need for Detailed Breakdown and Analysis of Complex Data to Drive Market for Reporting and Visualization
Table 36 Geospatial Reporting & Visualization: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 37 Geospatial Reporting & Visualization: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
6.2.1.4 Thematic Mapping & Spatial Analysis
6.2.1.4.1 Demand for Rapid Visual Representation of Geographical Data to Aid Decision-Making to Drive Market Growth
Table 38 Thematic Mapping & Spatial Analysis: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 39 Thematic Mapping & Spatial Analysis: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
6.2.1.5 Other Types
Table 40 Other Types: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 41 Other Types: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
6.2.2 Geospatial Analytics Solutions Market, by Deployment
Figure 34 Cloud Segment to Achieve Higher Growth During Forecast Period
Table 42 Solutions: Geospatial Analytics Market, by Deployment, 2017-2022 (USD Million)
Table 43 Solutions: Geospatial Analytics Market, by Deployment, 2023-2028 (USD Million)
6.2.2.1 On-Premises
6.2.2.1.1 Need to Exercise Direct Control Over Geospatial Data to Boost Market for On-Premises Deployment of Geospatial Analytics Solutions
Table 44 On-Premises: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 45 On-Premises: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
6.2.2.2 Cloud
6.2.2.2.1 Demand for Scalable Deployment Model in Organizations to Drive Growth of Cloud-based Geospatial Analytics Solutions
Table 46 Cloud: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 47 Cloud: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
6.3 Services
Figure 35 Consulting Services Segment to Account for Largest Share During Forecast Period
Table 48 Geospatial Analytics Market, by Service, 2017-2022 (USD Million)
Table 49 Geospatial Analytics Market, by Service, 2023-2028 (USD Million)
Table 50 Services: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 51 Services: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
6.3.1 Consulting Services
6.3.1.1 Need to Develop Geospatial Analytics Strategies and Roadmaps to Drive Market Growth
Table 52 Consulting Services: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 53 Consulting Services: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
6.3.2 Deployment & Integration
6.3.2.1 Growing Need for Efficient Setup and Configuration of Geospatial Analytics to Drive Adoption of Geospatial Analytics Deployment and Integration Services
Table 54 Deployment & Integration: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 55 Deployment & Integration: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
6.3.3 Training, Support, and Maintenance
6.3.3.1 Rising Use of Support Services to Address Technical Challenges and Provide Timely Assistance to Users to Drive Growth
Table 56 Training, Support, and Maintenance: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 57 Training, Support, and Maintenance: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
7 Geospatial Analytics Market, by Technology
7.1 Introduction
7.1.1 Technologies: Geospatial Analytics Market Drivers
Figure 36 Remote Sensing Segment to Grow at Highest CAGR During Forecast Period
Table 58 Geospatial Analytics Market, by Technology, 2017-2022 (USD Million)
Table 59 Geospatial Analytics Market, by Technology, 2023-2028 (USD Million)
7.2 Remote Sensing
7.2.1 Growing Need to Measure Spatially Complex and Social Phenomena to Drive Use of Remote Sensing Technology
Table 60 Remote Sensing: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 61 Remote Sensing: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
7.3 Global Positioning Systems
7.3.1 Demand for Real-Time Tracking and Analysis to Drive Popularity of Gps Systems
Table 62 Global Positioning Systems: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 63 Global Positioning Systems: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
7.4 Geographic Information Systems
7.4.1 Growing Demand for Seamless Integration of Diverse Geospatial Datasets to Boost Adoption of Geographic Information Systems
Table 64 Geographic Information Systems: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 65 Geographic Information Systems: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
7.5 Other Technologies
Table 66 Other Technologies: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 67 Other Technologies: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
8 Geospatial Analytics Market, by Vertical
8.1 Introduction
8.1.1 Verticals: Geospatial Analytics Market Drivers
Figure 37 Energy & Utility Segment to Achieve Highest Growth During Forecast Period
Table 68 Geospatial Analytics Market, by Vertical, 2017-2022 (USD Million)
Table 69 Geospatial Analytics Market, by Vertical, 2023-2028 (USD Million)
8.2 Energy & Utility
8.2.1 Demand for Optimum Energy Generation, Distribution, and Consumption to Drive Use of Geospatial Analytics in Energy and Utility Sector
Table 70 Energy & Utility: Use Cases
Table 71 Energy & Utility: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 72 Energy & Utility: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
Table 73 Energy & Utility: Geospatial Analytics Market, by Application, 2017-2022 (USD Million)
Table 74 Energy & Utility: Geospatial Analytics Market, by Application, 2023-2028 (USD Million)
8.2.2 Asset Management
8.2.3 Network Analysis
8.2.4 Outage Management System
8.2.5 Wildlife & Fisheries Science and Management
8.2.6 Other Applications
8.3 Government
8.3.1 Increasing Need to Transform Governance to Harness Power of Geospatial Analytics to Drive Growth
Table 75 Government: Use Cases
Table 76 Government: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 77 Government: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
Table 78 Government: Geospatial Analytics Market, by Application, 2017-2022 (USD Million)
Table 79 Government: Geospatial Analytics Market, by Application, 2023-2028 (USD Million)
8.3.2 Land Management
8.3.3 Optimization and Location-Allocation Modeling
8.3.4 Public Safety and Emergency Management
8.3.5 Environmental Monitoring
8.3.6 Other Applications
8.4 Defense & Intelligence
8.4.1 Demand for Geospatial Data to Help Border Security Operations Deliver Information to Drive Adoption of Geospatial Analytics
Table 80 Defense & Intelligence: Use Cases
Table 81 Defense & Intelligence: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 82 Defense & Intelligence: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
Table 83 Defense & Intelligence: Geospatial Analytics Market, by Application, 2017-2022 (USD Million)
Table 84 Defense & Intelligence: Geospatial Analytics Market, by Application, 2023-2028 (USD Million)
8.4.2 Real-Time Situational Awareness
8.4.3 Terrain Analysis & Visualization
8.4.4 Intelligence Analysis
8.4.5 Logistics Planning
8.4.6 Other Applications
8.5 Banking, Financial Services, and Insurance (BFSI)
8.5.1 Need to Harness Geospatial Analytics for Enhanced Decision-Making to Drive Growth
Table 85 BFSI: Use Cases
Table 86 BFSI: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 87 BFSI: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
Table 88 BFSI: Geospatial Analytics Market, by Application, 2017-2022 (USD Million)
Table 89 BFSI: Geospatial Analytics Market, by Application, 2023-2028 (USD Million)
8.5.2 Risk Assessment
8.5.3 Credit Scoring
8.5.4 Mobile Banking
8.5.5 Insurance Claims Management
8.5.6 Other Applications
8.6 Real Estate & Construction
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
Table 90 Real Estate & Construction: Use Cases
Table 91 Real Estate & Construction: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 92 Real Estate & Construction: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
Table 93 Real Estate & Construction: Geospatial Analytics Market, by Application, 2017-2022 (USD Million)
Table 94 Real Estate & Construction: Geospatial Analytics Market, by Application, 2023-2028 (USD Million)
8.6.2 Recreation Planning & Management
8.6.3 Land Surveying & Mapping
8.6.4 Urban & Regional Planning
8.6.5 Real Estate Portfolio Management
8.6.6 Other Applications
8.7 Healthcare & Life Sciences
8.7.1 Growing Demand to Map and Analyze Healthcare Infrastructure to Boost Use of Geospatial Analytics Services
Table 95 Healthcare & Life Sciences: Use Cases
Table 96 Healthcare & Life Sciences: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 97 Healthcare & Life Sciences: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
Table 98 Healthcare & Life Sciences: Geospatial Analytics Market, by Application, 2017-2022 (USD Million)
Table 99 Healthcare & Life Sciences: Geospatial Analytics Market, by Application, 2023-2028 (USD Million)
8.7.2 Disease Mapping
8.7.3 Health Resource Allocation
8.7.4 Emergency Response Planning
8.7.5 Medical & Public Safety
8.7.6 Other Applications
8.8 Mining & Natural Resources
8.8.1 Increasing Adoption of Geospatial Analytics in Measuring Impact of Using Natural Resources on Environment to Drive Market
Table 100 Mining & Natural Resources: Use Cases
Table 101 Mining & Natural Resources: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 102 Mining & Natural Resources: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
Table 103 Mining & Natural Resources: Geospatial Analytics Market, by Application, 2017-2022 (USD Million)
Table 104 Mining & Natural Resources: Geospatial Analytics Market, by Application, 2023-2028 (USD Million)
8.8.2 Resource Mapping
8.8.3 Land Resource and Inventory Management
8.8.4 Environmental Monitoring
8.8.5 Geological Hazard Mapping
8.8.6 Mining Operations Management
8.8.7 Other Applications
8.9 Automotive & Transportation
8.9.1 Need to Analyze Local Demand for Vehicles to Drive Adoption of Geospatial Analytics
Table 105 Automotive & Transportation: Use Cases
Table 106 Automotive & Transportation: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 107 Automotive & Transportation: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
Table 108 Automotive & Transportation: Geospatial Analytics Market, by Application, 2017-2022 (USD Million)
Table 109 Automotive & Transportation: Geospatial Analytics Market, by Application, 2023-2028 (USD Million)
8.9.2 Fleet Management
8.9.3 Traffic Management
8.9.4 Problem Detection & Management
8.9.5 Smart Parking and Tolling
8.9.6 Autonomous Vehicle Navigation
8.9.7 Other Applications
8.10 Agriculture
8.10.1 Increasing Demand to Identify Areas of Cultivation and Promote Sustainable Practices to Lead to Rapid Market Growth
Table 110 Agriculture: Use Cases
Table 111 Agriculture: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 112 Agriculture: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
Table 113 Agriculture: Geospatial Analytics Market, by Application, 2017-2022 (USD Million)
Table 114 Agriculture: Geospatial Analytics Market, by Application, 2023-2028 (USD Million)
8.10.2 Smart Farming
8.10.3 Soil Mapping
8.10.4 Crop Monitoring
8.10.5 Land Management
8.10.6 Pest and Disease Management
8.10.7 Other Applications
8.11 Other Verticals
Table 115 Other Verticals: Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 116 Other Verticals: Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
9 Geospatial Analytics Market, by Region
9.1 Introduction
Table 117 Geospatial Analytics Market, by Region, 2017-2022 (USD Million)
Table 118 Geospatial Analytics Market, by Region, 2023-2028 (USD Million)
9.2 North America
9.2.1 North America: Geospatial Analytics Market Drivers
9.2.2 North America: Recession Impact
Figure 40 North America: Market Snapshot
Table 119 North America: Geospatial Analytics Market, by Offering, 2017-2022 (USD Million)
Table 120 North America: Geospatial Analytics Market, by Offering, 2023-2028 (USD Million)
Table 121 North America: Geospatial Analytics Solutions Market, by Type, 2017-2022 (USD Million)
Table 122 North America: Geospatial Analytics Solutions Market, by Type, 2023-2028 (USD Million)
Table 123 North America: Geospatial Analytics Solutions Market, by Deployment, 2017-2022 (USD Million)
Table 124 North America: Geospatial Analytics Solutions Market, by Deployment, 2023-2028 (USD Million)
Table 125 North America: Geospatial Analytics Market, by Service, 2017-2022 (USD Million)
Table 126 North America: Geospatial Analytics Market, by Service, 2023-2028 (USD Million)
Table 127 North America: Geospatial Analytics Market, by Technology, 2017-2022 (USD Million)
Table 128 North America: Geospatial Analytics Market, by Technology, 2023-2028 (USD Million)
Table 129 North America: Geospatial Analytics Market, by Vertical, 2017-2022 (USD Million)
Table 130 North America: Geospatial Analytics Market, by Vertical, 2023-2028 (USD Million)
Table 131 North America: Geospatial Analytics Market, by Country, 2017-2022 (USD Million)
Table 132 North America: Geospatial Analytics Market, by Country, 2023-2028 (USD Million)
9.2.3 US
9.2.3.1 Rising Adoption of Geospatial Analytics Technologies Across Verticals to Drive Market
Table 133 US: Geospatial Analytics Market, by Offering, 2017-2022 (USD Million)
Table 134 US: Geospatial Analytics Market, by Offering, 2023-2028 (USD Million)
Table 135 US: Geospatial Analytics Solutions Market, by Type, 2017-2022 (USD Million)
Table 136 US: Geospatial Analytics Solutions Market, by Type, 2023-2028 (USD Million)
Table 137 US: Geospatial Analytics Solutions Market, by Deployment, 2017-2022 (USD Million)
Table 138 US: Geospatial Analytics Solutions Market, by Deployment, 2023-2028 (USD Million)
Table 139 US: Geospatial Analytics Market, by Service, 2017-2022 (USD Million)
Table 140 US: Geospatial Analytics Market, by Service, 2023-2028 (USD Million)
9.2.4 Canada
9.2.4.1 Rising Awareness Regarding Benefits of Geospatial Analytics to Boost Market Growth
9.3 Europe
9.3.1 Europe: Geospatial Analytics Market Drivers
9.3.2 Europe: Recession Impact
Table 141 Europe: Geospatial Analytics Market, by Offering, 2017-2022 (USD Million)
Table 142 Europe: Geospatial Analytics Market, by Offering, 2023-2028 (USD Million)
Table 143 Europe: Geospatial Analytics Solutions Market, by Type, 2017-2022 (USD Million)
Table 144 Europe: Geospatial Analytics Solutions Market, by Type, 2023-2028 (USD Million)
Table 145 Europe: Geospatial Analytics Solutions Market, by Deployment, 2017-2022 (USD Million)
Table 146 Europe: Geospatial Analytics Solutions Market, by Deployment, 2023-2028 (USD Million)
Table 147 Europe: Geospatial Analytics Market, by Service, 2017-2022 (USD Million)
Table 148 Europe: Geospatial Analytics Market, by Service, 2023-2028 (USD Million)
Table 149 Europe: Geospatial Analytics Market, by Technology, 2017-2022 (USD Million)
Table 150 Europe: Geospatial Analytics Market, by Technology, 2023-2028 (USD Million)
Table 151 Europe: Geospatial Analytics Market, by Vertical, 2017-2022 (USD Million)
Table 152 Europe: Geospatial Analytics Market, by Vertical, 2023-2028 (USD Million)
Table 153 Europe: Geospatial Analytics Market, by Country, 2017-2022 (USD Million)
Table 154 Europe: Geospatial Analytics Market, by Country, 2023-2028 (USD Million)
9.3.3 UK
9.3.3.1 Government Initiatives to Promote Use of Geospatial Data to Drive Market
Table 155 UK: Geospatial Analytics Market, by Offering, 2017-2022 (USD Million)
Table 156 UK: Geospatial Analytics Market, by Offering, 2023-2028 (USD Million)
Table 157 UK: Geospatial Analytics Solutions Market, by Type, 2017-2022 (USD Million)
Table 158 UK: Geospatial Analytics Solutions Market, by Type, 2023-2028 (USD Million)
Table 159 UK: Geospatial Analytics Solutions Market, by Deployment, 2017-2022 (USD Million)
Table 160 UK: Geospatial Analytics Solutions Market, by Deployment, 2023-2028 (USD Million)
Table 161 UK: Geospatial Analytics Market, by Service, 2017-2022 (USD Million)
Table 162 UK: Geospatial Analytics Market, by Service, 2023-2028 (USD Million)
9.3.4 Germany
9.3.4.1 Technological Developments Across Various Verticals to Support Growth of Geospatial Analytics Market
9.3.5 France
9.3.5.1 Robust Growth of Transportation and Construction Sectors to Drive Growth of Geospatial Analytics Market
9.3.6 Italy
9.3.6.1 Rising Need for Infrastructural Development and Mobility to Propel Adoption of Geospatial Analytics Solutions
9.3.7 Spain
9.3.7.1 Rising Investments by Tech Companies to Boost Market Growth
9.3.8 Rest of Europe
9.4 Asia-Pacific
9.4.1 Asia-Pacific: Geospatial Analytics Market Drivers
9.4.2 Asia-Pacific: Recession Impact
Figure 41 Asia-Pacific: Market Snapshot
Table 163 Asia-Pacific: Geospatial Analytics Market, by Offering, 2017-2022 (USD Million)
Table 164 Asia-Pacific: Geospatial Analytics Market, by Offering, 2023-2028 (USD Million)
Table 165 Asia-Pacific: Geospatial Analytics Solutions Market, by Type, 2017-2022 (USD Million)
Table 166 Asia-Pacific: Geospatial Analytics Solutions Market, by Type, 2023-2028 (USD Million)
Table 167 Asia-Pacific: Geospatial Analytics Solutions Market, by Deployment, 2017-2022 (USD Million)
Table 168 Asia-Pacific: Geospatial Analytics Solutions Market, by Deployment, 2023-2028 (USD Million)
Table 169 Asia-Pacific: Geospatial Analytics Market, by Service, 2017-2022 (USD Million)
Table 170 Asia-Pacific: Geospatial Analytics Market, by Service, 2023-2028 (USD Million)
Table 171 Asia-Pacific: Geospatial Analytics Market, by Technology, 2017-2022 (USD Million)
Table 172 Asia-Pacific: Geospatial Analytics Market, by Technology, 2023-2028 (USD Million)
Table 173 Asia-Pacific: Geospatial Analytics Market, by Vertical, 2017-2022 (USD Million)
Table 174 Asia-Pacific: Geospatial Analytics Market, by Vertical, 2023-2028 (USD Million)
Table 175 Asia-Pacific: Geospatial Analytics Market, by Country, 2017-2022 (USD Million)
Table 176 Asia-Pacific: Geospatial Analytics Market, by Country, 2023-2028 (USD Million)
9.4.3 China
9.4.3.1 Growth in Investments to Strengthen Infrastructure and Technology to Fuel Adoption of Geospatial Analytics
Table 177 China: Geospatial Analytics Market, by Offering, 2017-2022 (USD Million)
Table 178 China: Geospatial Analytics Market, by Offering, 2023-2028 (USD Million)
Table 179 China: Geospatial Analytics Solutions Market, by Type, 2017-2022 (USD Million)
Table 180 China: Geospatial Analytics Solutions Market, by Type, 2023-2028 (USD Million)
Table 181 China: Geospatial Analytics Solutions Market, by Deployment, 2017-2022 (USD Million)
Table 182 China: Geospatial Analytics Solutions Market, by Deployment, 2023-2028 (USD Million)
Table 183 China: Geospatial Analytics Market, by Service, 2017-2022 (USD Million)
Table 184 China: Geospatial Analytics Market, by Service, 2023-2028 (USD Million)
9.4.4 Japan
9.4.4.1 Rising Adoption of GIS-based Mapping Technologies to Drive Market Growth
9.4.5 India
9.4.5.1 Rising Need to Optimize Crop Management to Boost Adoption of Geospatial Analytics Solutions in Agriculture Sector
9.4.6 ANZ
9.4.6.1 Need to Identify Potential Threats to Drive Use of Remote Sensing Solution
9.4.7 Thailand
9.4.7.1 Rapid Investments Across Verticals to Position Country as Potential Market for Geospatial Analytics
9.4.8 Myanmar
9.4.8.1 Increase in Adoption of Geospatial Technology Across Industries to Fuel Market Growth
9.4.9 Vietnam
9.4.9.1 Rapid Shift from Traditional Agricultural Economy to Digital Economy to Offer Opportunity for Geospatial Technologies
9.4.10 Rest of Asia-Pacific
9.5 Middle East & Africa
9.5.1 Middle East & Africa: Geospatial Analytics Market Drivers
9.5.2 Middle East & Africa: Recession Impact
Table 185 Middle East & Africa: Geospatial Analytics Market, by Offering, 2017-2022 (USD Million)
Table 186 Middle East & Africa: Geospatial Analytics Market, by Offering, 2023-2028 (USD Million)
Table 187 Middle East & Africa: Geospatial Analytics Solutions Market, by Type, 2017-2022 (USD Million)
Table 188 Middle East & Africa: Geospatial Analytics Solutions Market, by Type, 2023-2028 (USD Million)
Table 189 Middle East & Africa: Geospatial Analytics Solutions Market, by Deployment, 2017-2022 (USD Million)
Table 190 Middle East & Africa: Geospatial Analytics Solutions Market, by Deployment, 2023-2028 (USD Million)
Table 191 Middle East & Africa: Geospatial Analytics Market, by Service, 2017-2022 (USD Million)
Table 192 Middle East & Africa: Geospatial Analytics Market, by Service, 2023-2028 (USD Million)
Table 193 Middle East & Africa: Geospatial Analytics Market, by Technology, 2017-2022 (USD Million)
Table 194 Middle East & Africa: Geospatial Analytics Market, by Technology, 2023-2028 (USD Million)
Table 195 Middle East & Africa: Geospatial Analytics Market, by Vertical, 2017-2022 (USD Million)
Table 196 Middle East & Africa: Geospatial Analytics Market, by Vertical, 2023-2028 (USD Million)
Table 197 Middle East & Africa: Geospatial Analytics Market, by Country, 2017-2022 (USD Million)
Table 198 Middle East & Africa: Geospatial Analytics Market, by Country, 2023-2028 (USD Million)
9.5.3 Kingdom of Saudi Arabia
9.5.3.1 Saudi Arabia's Commitment to Leveraging AI and ML Technologies to Drive Market Growth
9.5.4 UAE
9.5.4.1 Rising Emphasis on Technological Advancements to Promote Adoption and Development of AI and ML Technologies
9.5.5 Israel
9.5.5.1 Need to Implement Data-Driven Decision-Making Processes to Boost Use of Geospatial Technologies
9.5.6 Turkey
9.5.6.1 Rising Need for Advancements in Defense and Security Sectors to Boost Adoption of Advanced Spatial Data Technologies
9.5.7 Qatar
9.5.7.1 Growing Demand for Sustainable Technological Development to Boost Adoption of Geospatial Solutions
9.5.8 South Africa
9.5.8.1 Increase in Investments by Private Sector Companies to Fuel Market Growth
9.5.9 Rest of Middle East & Africa
9.6 Latin America
9.6.1 Latin America: Geospatial Analytics Market Drivers
9.6.2 Latin America: Recession Impact
Table 199 Latin America: Geospatial Analytics Market, by Offering, 2017-2022 (USD Million)
Table 200 Latin America: Geospatial Analytics Market, by Offering, 2023-2028 (USD Million)
Table 201 Latin America: Geospatial Analytics Solutions Market, by Type, 2017-2022 (USD Million)
Table 202 Latin America: Geospatial Analytics Solutions Market, by Type, 2023-2028 (USD Million)
Table 203 Latin America: Geospatial Analytics Solutions Market, by Deployment, 2017-2022 (USD Million)
Table 204 Latin America: Geospatial Analytics Solutions Market, by Deployment, 2023-2028 (USD Million)
Table 205 Latin America: Geospatial Analytics Market, by Service, 2017-2022 (USD Million)
Table 206 Latin America: Geospatial Analytics Market, by Service, 2023-2028 (USD Million)
Table 207 Latin America: Geospatial Analytics Market, by Technology, 2017-2022 (USD Million)
Table 208 Latin America: Geospatial Analytics Market, by Technology, 2023-2028 (USD Million)
Table 209 Latin America: Geospatial Analytics Market, by Vertical, 2017-2022 (USD Million)
Table 210 Latin America: Geospatial Analytics Market, by Vertical, 2023-2028 (USD Million)
Table 211 Latin America: Geospatial Analytics Market, by Country, 2017-2022 (USD Million)
Table 212 Latin America: Geospatial Analytics Market, by Country, 2023-2028 (USD Million)
9.6.3 Brazil
9.6.3.1 Enhancements in Communication Infrastructure to Offer Significant Opportunities for Geospatial Analytics Solution Providers
9.6.4 Mexico
9.6.4.1 Rapid Adoption of Geospatial Analytics in Construction and Oil & Gas Sectors to Drive Market Growth
9.6.5 Argentina
9.6.5.1 Rising Need to Gather Data-Driven Insights and Achieve Reasoned Decision-Making to Fuel Market Growth
9.6.6 Rest of Latin America
10 Competitive Landscape
10.1 Overview
10.2 Strategies Adopted by Key Players
Table 213 Strategies Adopted by Key Players
10.3 Revenue Analysis
Figure 42 Revenue Analysis for Key Players, 2018-2022
10.4 Market Share Analysis
Figure 43 Market Share Analysis for Key Players, 2022
Table 214 Geospatial Analytics Market: Intensity of Competitive Rivalry
10.5 Evaluation Quadrant Matrix for Key Players
10.5.1 Stars
10.5.2 Emerging Leaders
10.5.3 Pervasive Players
10.5.4 Participants
Figure 44 Evaluation Quadrant Matrix for Key Players, 2023
10.6 Evaluation Quadrant Matrix for Startups/SMEs
10.6.1 Progressive Companies
10.6.2 Responsive Companies
10.6.3 Dynamic Companies
10.6.4 Starting Blocks
Figure 45 Evaluation Quadrant Matrix for Startups/SMEs, 2023
10.7 Competitive Benchmarking
Table 215 Competitive Benchmarking for Key Players, 2023
Table 216 List of Key Startups/SMEs
Table 217 Competitive Benchmarking for Startups/SMEs, 2023
10.8 Geospatial Analytics Product Landscape
10.8.1 Comparative Analysis of Geospatial Analytics Products
Table 218 Comparative Analysis of Geospatial Analytics Products
10.9 Competitive Scenario
10.9.1 Product Launches
Table 219 Geospatial Analytics Market: Product Launches, 2020-2023
10.9.2 Deals
Table 220 Geospatial Analytics Market: Deals, 2020-2023
10.9.3 Others
Table 221 Geospatial Analytics Market: Others, 2022
10.10 Valuation and Financial Metrics for Key Geospatial Analytics Vendors
Figure 46 Valuation and Financial Metrics for Key Geospatial Analytics Vendors
10.11 YTD Price Total Return, and Stock Beta of Key Geospatial Analytics Vendors
Figure 47 YTD Price Total Return, and Stock Beta of Key Geospatial Analytics Vendors
11 Company Profiles
11.1 Introduction
11.2 Key Players
(Business Overview, Products/Solutions/Services Offered, Recent Developments, Analyst's View, Key Strengths, Strategic Choices Made, and Weaknesses and Competitive Threats)*
11.2.1 Google
Table 222 Google: Business Overview
Figure 48 Google: Company Snapshot
Table 223 Google: Products/Solutions/Services Offered
Table 224 Google: Product Launches and Enhancements
Table 225 Google: Deals
11.2.2 Alteryx
Table 226 Alteryx: Business Overview
Figure 49 Alteryx: Company Snapshot
Table 227 Alteryx: Products/Solutions/Services Offered
Table 228 Alteryx: Product Launches and Enhancements
Table 229 Alteryx: Deals
11.2.3 Hexagon AB
Table 230 Hexagon AB: Business Overview
Figure 50 Hexagon AB: Company Snapshot
Table 231 Hexagon AB: Products/Solutions/Services Offered
Table 232 Hexagon AB: Product Launches and Enhancements
Table 233 Hexagon AB: Deals
11.2.4 TomTom
Table 234 TomTom: Business Overview
Figure 51 TomTom: Company Snapshot
Table 235 TomTom: Products/Solutions/Services Offered
Table 236 TomTom: Product Launches and Enhancements
Table 237 TomTom: Deals
11.2.5 Maxar Technologies
Table 238 Maxar Technologies: Business Overview
Figure 52 Maxar Technologies: Company Snapshot
Table 239 Maxar Technologies: Products/Solutions/Services Offered
Table 240 Maxar Technologies: Product Launches and Enhancements
Table 241 Maxar Technologies: Deals
11.2.6 Trimble
Table 242 Trimble: Business Overview
Figure 53 Trimble: Company Snapshot
Table 243 Trimble: Products/Solutions/Services Offered
Table 244 Trimble: Product Launches and Enhancements
Table 245 Trimble: Deals
11.2.7 Precisely
Table 246 Precisely: Business Overview
Table 247 Precisely: Products/Solutions/Services Offered
Table 248 Precisely: Product Launches and Enhancements
Table 249 Precisely: Deals
Table 250 Precisely: Others
11.2.8 Esri
Table 251 Esri: Business Overview
Table 252 Esri: Products/Solutions/Services Offered
Table 253 Esri: Product Launches and Enhancements
Table 254 Esri: Deals
11.2.9 Caliper Corporation
Table 255 Caliper Corporation: Business Overview
Table 256 Caliper Corporation: Products/Solutions/Services Offered
Table 257 Caliper Corporation: Product Launches and Enhancements
Table 258 Caliper Corporation: Deals
11.2.10 Blue Marble Geographics
Table 259 Blue Marble Geographics: Business Overview
Table 260 Blue Marble Geographics: Products/Solutions/Services Offered
Table 261 Blue Marble Geographics: Product Launches and Enhancements
Table 262 Blue Marble Geographics: Deals
11.2.11 RMSI
11.2.12 Maplarge
11.2.13 General Electric
11.2.14 Bentley Systems
11.2.15 Fugro
11.3 Startups/SMEs
11.3.1 Orbital Insight
11.3.2 Mapidea
11.3.3 Geospin
11.3.4 Sparkgeo
11.3.5 Orbica
11.3.6 Descartes Labs
11.3.7 Remot Technologies
11.3.8 Carto
11.3.9 Mapbox
11.3.10 Blue Sky Analytics
11.4 Companies with Strong Presence in Asia
11.4.1 Pasco Corporation
11.4.2 Mandalay Technology
11.4.3 Geoviet Consulting
11.4.4 GIS Co. Ltd.
11.4.5 Suntac Technologies
11.4.6 Geomatic Consulting International
11.4.7 Mappointasia
11.4.8 Vegastar Technology
11.4.9 Here Technologies
11.4.10 AAM, a Woolpert Company
*Details on Business Overview, Products/Solutions/Services Offered, Recent Developments, Analyst's 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
12.1 Geospatial Imagery Analytics Market
12.1.1 Market Definition
12.1.2 Market Overview
12.1.3 Geospatial Imagery Analytics Market, by Type
Table 263 Geospatial Imagery Analytics Market, by Type, 2016-2020 (USD Million)
Table 264 Geospatial Imagery Analytics Market, by Type, 2021-2026 (USD Million)
12.1.4 Geospatial Imagery Analytics Market, by Collection Medium
Table 265 Geospatial Imagery Analytics Market, by Collection Medium, 2016-2020 (USD Million)
Table 266 Geospatial Imagery Analytics Market, by Collection Medium, 2021-2026 (USD Million)
12.1.5 Geospatial Imagery Analytics Market, by Application
Table 267 Geospatial Imagery Analytics Market, by Application, 2016-2020 (USD Million)
Table 268 Geospatial Imagery Analytics Market, by Application, 2021-2026 (USD Million)
12.1.6 Geospatial Imagery Analytics Market, by Deployment Mode
Table 269 Geospatial Imagery Analytics Market, by Deployment Mode, 2016-2020 (USD Million)
Table 270 Geospatial Imagery Analytics Market, by Deployment Mode, 2021-2026 (USD Million)
12.1.7 Geospatial Imagery Analytics Market, by Organization Size
Table 271 Geospatial Imagery Analytics Market, by Organization Size, 2016-2020 (USD Million)
Table 272 Geospatial Imagery Analytics Market, by Organization Size, 2021-2026 (USD Million)
12.1.8 Geospatial Imagery Analytics Market, by Vertical
Table 273 Healthcare and Life Sciences: Geospatial Imagery Analytics Market, by Region, 2016-2020 (USD Million)
Table 274 Healthcare and Life Sciences: Geospatial Imagery Analytics Market, by Region, 2021-2026 (USD Million)
12.1.9 Geospatial Imagery Analytics Market, by Region
Table 275 Geospatial Imagery Analytics Market, by Region, 2016-2020 (USD Million)
Table 276 Geospatial Imagery Analytics Market, by Region, 2021-2026 (USD Million)
12.2 Geographic Information System Market
12.2.1 Market Definition
12.2.2 Market Overview
12.2.3 Geographic Information System Market, by Offering
Table 277 Geographic Information System Market, by Offering, 2018-2025 (USD Billion)
Table 278 Geographic Information System Market, by Hardware, 2018-2025 (USD Million)
12.2.4 Geographic Information System Market, by Industry
Table 279 Geographic Information System Market, by Industry, 2018-2025 (USD Million)
12.2.5 Geographic Information System Market, by Region
Table 280 Geographic Information System Market, by Region, 2018-2025 (USD Million)
12.3 LBS and RTLS Market
12.3.1 Market Definition
12.3.2 Market Overview
12.3.3 LBS and RTLS Market, by Component
Table 281 LBS and RTLS Market, by Component, 2016-2021 (USD Million)
Table 282 LBS and RTLS Market, by Component, 2022-2027 (USD Million)
12.3.4 LBS and RTLS Market, by Location Type
Table 283 LBS and RTLS Market, by Location Type, 2016-2021 (USD Million)
Table 284 LBS and RTLS Market, by Location Type, 2022-2027 (USD Million)
12.3.5 LBS and RTLS Market, by Application
Table 285 LBS and RTLS Market, by Application, 2016-2021 (USD Million)
Table 286 LBS and RTLS Market, by Application, 2022-2027 (USD Million)
12.3.6 LBS and RTLS Market, by Vertical
Table 287 LBS and RTLS Market, by Vertical, 2016-2021 (USD Million)
Table 288 LBS and RTLS Market, by Vertical, 2022-2027 (USD Million)
12.3.7 LBS and RTLS Market, by Region
Table 289 LBS and RTLS Market, by Region, 2016-2021 (USD Million)
Table 290 LBS and RTLS Market, by Region, 2022-2027 (USD Million)
13 Appendix
13.1 Discussion Guide
13.2 KnowledgeStore: The Subscription Portal
13.3 Customization Options