Geospatial Analytics Market

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

Report Code: TC 4091 Jun, 2023, by marketsandmarkets.com

[325 Pages Report] The global 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 is a field that utilizes spatial data analysis, satellite imagery, artificial intelligence (AI), and machine learning (ML) techniques to extract valuable insights from geospatial data. It involves the processing, interpretation, and visualization of spatially referenced information to understand patterns, trends, and relationships within the data. Geospatial analytics integrates spatial data with satellite imagery to analyze and monitor changes in land cover, vegetation, and urban development. AI and ML algorithms are applied to automate analysis, classify features, detect anomalies, and make predictions. Geospatial analytics empowers industries such as urban planning, agriculture, environmental monitoring, and disaster management, enabling informed decision-making and sustainable development based on comprehensive spatial data analysis.

Geospatial Analytics Market

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Geospatial Analytics Market

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Market Dynamics

Driver: Growing demand for location intelligence

The increasing demand for location intelligence has become a major driver in advancing geospatial analytics. Organizations across diverse industries recognize the significant value that spatial insights bring to their operations and decision-making processes. Location intelligence integrates geospatial data with business data, offering a deeper understanding of spatial relationships, patterns, and trends. This demand is fueled by the understanding that location plays a critical role in various aspects of business, enabling insights into customer behavior, market trends, and resource optimization. Technological advancements, such as cloud computing, big data analytics, and artificial intelligence, have further accelerated the demand by enabling efficient processing and analysis of large-scale geospatial data.

Additionally, the increasing availability and accessibility of geospatial data from satellites, sensors, mobile devices, and social media platforms have opened new opportunities for organizations to harness the power of location intelligence. By integrating and analyzing diverse geospatial datasets, organizations can uncover valuable insights and make data-driven decisions based on spatial understanding. The combination of these factors has driven organizations to seek geospatial analytics solutions, aiming to gain a competitive edge and maximize the benefits of location intelligence.

Restraint: High  costs and budget constraints for small and medium-sized enterprises

Geospatial data creation and analysis are widely used in scientific fields, governments, and corporations, but the inherent confidentiality features of location data pose challenges for geospatial research and its societal applications. The increased use of GIS and related geospatial technologies has led to public concern over privacy, and government rules and regulations restrict data gathering, location sharing, usage of location-based information, and data storage. Companies collecting users’ location data must comply with various data privacy rules such as Sensitive Personal Data or Information (SPDI) and General Data Protection Regulation (GDPR), which limits the availability of user location data with organizations and could limit the adoption of these geospatial analytics solutions.

Opportunity: Ability to analyze location data for wide range of critical insights

Geospatial analytics allows organizations to analyze location data for a wide range of critical insights, which can have major implications for decision-making across various aspects of business, such as talent, operations, marketing, and risk management. With the proliferation of location-enabled mobile devices, the amount of geospatial data is increasing tremendously, and organizations are moving to analyze this data to find useful patterns that can inform decision-making. Geospatial analytics can be an important source of innovation, helping solve problems and provide predictive insights. The geospatial analytics market is presently experiencing considerable and steady growth and is expected to grow by 2025. Organizations recognize the value of geospatial technology and leverage it across the enterprise to foster better decision-making and gain a competitive advantage.

Challenge: Cost and infrastructure requirements

Cost and infrastructure requirements pose significant challenges in implementing geospatial analytics solutions. The effective utilization of geospatial analytics demands substantial financial investment and infrastructure support. Organizations must allocate resources to acquire and maintain the necessary hardware, software, and licenses. High-performance computing capabilities, storage capacity, and networking infrastructure are essential for processing and analyzing large-scale geospatial data. The costs associated with procuring and maintaining such infrastructure can be substantial, particularly for organizations with limited budgets or those new to geospatial analytics.

Furthermore, organizations should consider the ongoing infrastructure maintenance costs, software updates, and licensing fees. Geospatial analytics technologies are evolving rapidly, and staying up to date with the latest advancements can be challenging and expensive. This includes investing in software licenses, renewing subscriptions, and acquiring specialized tools or applications tailored to geospatial analysis. Moreover, scaling infrastructure to handle the growing volume of geospatial data can present additional challenges. Accommodating this scalability strains financial resources and requires careful planning and budgeting.

By technology, remote sensing  to account for the largest market size during the forecast period

Geospatial analytics plays a crucial role in remote sensing by utilizing advanced techniques to extract meaningful insights from remotely sensed data. Through the integration of geospatial data and remote sensing imagery, geospatial analytics enables the interpretation and analysis of Earth's surface characteristics and phenomena. It facilitates the extraction of valuable information such as land cover classification, vegetation health assessment, change detection, and spatial pattern analysis. Geospatial analytics enhances remote sensing by providing tools for image preprocessing, spatial analysis, and visualization, allowing for a deeper understanding of the Earth's features and processes.

By deployment, cloud to account for the largest market size during the forecast period

Geospatial analytics is being extensively used in the cloud segment to leverage the power of cloud computing and deliver advanced geospatial services. By combining geospatial data with cloud infrastructure, geospatial analytics enables scalable processing, storage, and analysis of spatial data. Cloud-based geospatial analytics platforms provide capabilities such as real-time spatial data processing, distributed computing, and on-demand scalability, allowing businesses and organizations to handle large volumes of geospatial data efficiently. Geospatial analytics in the cloud enables geospatial visualization, spatial modeling, and spatial data mining, empowering users to derive valuable insights, make data-driven decisions, and develop innovative geospatial applications across diverse domains, including urban planning, transportation, logistics, and environmental monitoring.

By offering, solutions to account for the largest market size during the forecast period

Geospatial analytics solutions offer advanced capabilities for analyzing and deriving insights from spatial data, enabling organizations to make informed decisions and optimize their operations. These solutions encompass a range of tools and techniques for spatial data processing, visualization, modeling, and predictive analytics. Geospatial analytics solutions find applications in various domains such as urban planning, transportation, environmental management, agriculture, public health, and natural resource management. They facilitate tasks such as spatial data integration, spatial pattern recognition, geospatial data mining, and spatial modeling, empowering users to extract valuable insights, identify trends, detect anomalies, and make data-driven decisions. Geospatial analytics solutions play a crucial role in unlocking the potential of location-based data, improving decision-making processes, and driving innovation in diverse industries.

North America to account for the largest market size during the forecast period

North America is expected to have the largest market share in geospatial analytics market. Geospatial analytics is making a significant impact on North America, driving innovation and transforming industries across the region. By harnessing the power of location-based data, geospatial analytics enables organizations to make informed decisions, optimize operations, and drive economic growth. In North America, geospatial analytics is revolutionizing sectors such as urban planning, transportation, agriculture, environmental management, and public safety. It facilitates efficient infrastructure development, improved disaster preparedness and response, sustainable resource management, and enhanced decision-making for businesses and governments. Geospatial analytics empowers North America to leverage spatial insights, improve efficiency, and create smarter, more resilient communities through data-driven solutions and innovative applications.

Geospatial Analytics Market Size, and Share

Key Market Players

The Geospatial analytics vendors have implemented various types of organic and inorganic growth strategies, such as new product launches, product upgradations, partnerships and agreements, business expansions, and mergers and acquisitions to strengthen their offerings in the market. The major vendors in the global market for Geospatial analytics 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).

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Scope of the Report

Report Metrics

Details

Market size available for years

2017–2028

Base year considered

2022

Forecast period

2023–2028

Forecast units

USD Million/Billion

Segments covered

Offering, Technology, Vertical, and Region

Geographies covered

North America, Europe, Asia Pacific, the Middle East & Africa, and Latin America

Companies covered

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).

This research report categorizes the Geospatial analytics market based on Offering, Technology, Vertical, and Region.

By Offering:
  • Solutions
    • By Type:
      • Geocoding and Reverse Geocoding
      • Data Integration and Etl
      • Reporting and Visualization
      • Thematic Mapping and Spatial Analysis
      • Others Solutions
    • By Deployment:
      • Cloud
      • On-premises
  • Services
    • Consulting Services
    • Deployment & Integration
    • Training, Support, and Maintenance
By Technology:
  • Remote Sensing
  • GIS
  • GPS
  • Other Technologies
By Vertical:
  • Energy & Utility
  • Government
  • Defense & Intelligence
  • Banking, Financial Services, and Insurance (Bfsi)
  • Real estate & Construction
  • Healthcare & Life Sciences
  • Mining & Natural Resources
  • Security
  • Logistics & Supply Chain
  • Automotive & Transportation
  • Agriculture
  • Other Verticals
By Region:
  • North America
    • US
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Italy
    • Spain
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • Thailand
    • Australia & New Zealand
    • Myanmar
    • Vietnam
    • Rest of Asia Pacific
  • Middle East & Africa
    • UAE
    • Kingdom of Saudi Arabia
    • Israel
    • Turkey
    • Qatar
    • South Africa
    • Rest of the Middle East & Africa
  • Latin America
    • Brazil
    • Mexico
    • Argentina
    • Rest of Latin America

Recent Developments:

  • In May 2023, Google has launched Geospatial Creator, which empowers individuals to swiftly create, visualize, and share immersive and augmented reality (AR) content using Unity and Adobe Aero..
  • In February 2023, Maxar Technologies has received an extension to its contract with the U.S. Army to continue delivering 3D geospatial data for the development of immersive digital environments.
  • In July 2022, TomTom collaborated with the Dutch Ministry of Infrastructure and Water Management and five other partners to offer Dutch drivers better and more thorough safety alerts of traffic services.
  • In June 2022, Hexagon AB announced the next generation Leica BLK360, providing speed and efficiency and substantially improving reality capturing. Users can travel rapidly and uninterrupted around any environment while viewing and sharing the data as it is being captured, giving them access to real-time updates.
  • In February 2021, Trimble and Esri announced a collaboration by integrating the Esri Geospatial Cloud platform into Trimble’s Connected Forest solutions used by both forest owners and product companies. The integration added location intelligence technology designed to transform workflows and provide greater visibility, traceability, and efficiency for the forest industry.
  • In June 2020, Maxar Technologies launched the Multi-Domain Analytics System for the US Department of Homeland Security.

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TABLE OF CONTENTS
 
1 INTRODUCTION (Page No. - 44)
    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 (Page No. - 50)
    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 (Page No. - 64)
    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 (Page No. - 69)
    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 (Page No. - 71)
    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 (Page No. - 118)
    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 (Page No. - 137)
    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 (Page No. - 144)
    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 (Page No. - 177)
    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 (Page No. - 225)
     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 (Page No. - 237)
     11.1 INTRODUCTION 
     11.2 KEY PLAYERS 
(Business overview, Products/Solutions/Services offered, Recent developments, MnM 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, 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 (Page No. - 304)
     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 (Page No. - 318)
     13.1 DISCUSSION GUIDE 
     13.2 KNOWLEDGESTORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL 
     13.3 CUSTOMIZATION OPTIONS 
     13.4 RELATED REPORTS 
     13.5 AUTHOR DETAILS 

The research methodology for the global geospatial analytics market report involved the use of extensive secondary sources and directories, as well as various reputed open-source databases, to identify and collect information useful for this technical and market-oriented study. In-depth interviews were conducted with various primary respondents, including key opinion leaders, subject matter experts, high-level executives of multiple companies offering geospatial analytics offerings, and industry consultants to obtain and verify critical qualitative and quantitative information and assess the market prospects and industry trends.

Secondary Research

In the secondary research process, various secondary sources were referred to for identifying and collecting information for the study. The secondary sources included annual reports; press releases and investor presentations of companies; and white papers, certified publications, and articles from recognized associations and government publishing sources.

The secondary research was used to obtain key information about the industry’s value chain, the market’s monetary chain, the overall pool of key players, market classification and segmentation according to industry trends to the bottom-most level, regional markets, and key developments from the market and technology-oriented perspectives.

Primary Research

In the primary research process, various primary sources from the supply and demand sides of the geospatial analytics market ecosystem were interviewed to obtain qualitative and quantitative information for this study. The primary sources from the supply side included industry experts, such as chief executive officers (CEOs), vice presidents (VPs), marketing directors, technology and innovation directors, and related key executives from various vendors providing Geospatial analytics offerings; associated service providers; and system integrators operating in the targeted regions. All possible parameters that affect the market covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

After the complete market engineering (including calculations for market statistics, market breakup, market size estimations, market forecast, and data triangulation), extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. Primary research was also undertaken to identify and validate the segmentation types; industry trends; key players; the market's competitive landscape, and key market dynamics, such as drivers, restraints, opportunities, challenges, industry trends, and key strategies.

In the complete market engineering process, the top-down and bottom-up approaches and several data triangulation methods were extensively used to perform the market estimation and market forecast for the overall market segments and subsegments listed in this report. Extensive qualitative and quantitative analysis was performed on the complete market engineering process to record the critical information/insights throughout the report.

The following is the breakup of primary profiles:

Geospatial Analytics Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

For making market estimates and forecasting the geospatial analytics market and the other dependent submarkets, top-down and bottom-up approaches were used. The bottom-up procedure was used to arrive at the overall market size of the global geospatial analytics market, using the revenue from the key companies and their offerings in the market. With data triangulation and validation through primary interviews, this study determined and confirmed the exact value of the overall parent market size. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segments.

The top-down approach prepared an exhaustive list of all the vendors offering geospatial analytics. The revenue contribution of the market vendors was estimated through annual reports, press releases, funding, investor presentations, paid databases, and primary interviews. Each vendor’s offerings were evaluated based on the breadth of solution and service offerings, cloud types, organization sizes, and verticals. The aggregate of all the companies' revenues was extrapolated to reach the overall market size. Each subsegment was studied and analyzed for its global market size and regional penetration. The markets were triangulated through both primary and secondary research. The primary procedure included extensive interviews for key insights from industry leaders, such as CIOs, CEOs, VPs, directors, and marketing executives. The market numbers were further triangulated with the existing MarketsandMarkets repository for validation.

In the bottom-up approach, the adoption rate of geospatial analytics solutions and services among different end-users in key countries with respect to their regions contributing the most to the market share was identified. For cross-validation, the adoption of geospatial analytics solutions and services among industries, along with different use cases with respect to their regions, was identified and extrapolated. Weightage was given to use cases identified in different regions for the market size calculation.

All the possible parameters that affect the market covered in the research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The data is consolidated and added with detailed inputs and analysis from MarketsandMarkets.

  • The pricing trend is assumed to vary over time.
  • All the forecasts are made with the standard assumption that the accepted currency is USD.
  • For the conversion of various currencies to USD, average historical exchange rates are used according to the year specified. For all the historical and current exchange rates required for calculations and currency conversions, the US Internal Revenue Service’s website is used.
  • All the forecasts are made under the standard assumption that the globally accepted currency, USD, remains constant during the next five years.
  • Vendor-side analysis: The market size estimates of associated solutions and services are factored in from the vendor side by assuming an average of licensing and subscription-based models of leading and innovative vendors.
  • Demand/end-user analysis: End users operating in verticals across regions are analyzed in terms of market spending on Geospatial analytics solutions based on some of the key use cases. These factors for the Geospatial analytics tool industry per region are separately analyzed, and the average spending was extrapolated with an approximation based on assumed weightage. This factor is derived by averaging various market influencers, including recent developments, regulations, mergers and acquisitions, enterprise/SME adoption, startup ecosystem, IT spending, technology propensity and maturity, use cases, and the estimated number of organizations per region.

Data Triangulation

After arriving at the overall market size using the market size estimation processes as explained above, the market was split into several segments and subsegments. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, data triangulation and market breakup procedures were employed, wherever applicable. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segmentation.

Market Definition

According to IBM, geospatial analytics is used to add timing and location to traditional data types and build data visualizations. These visualizations can include maps, graphs, statistics, and cartograms that show historical changes and current shifts.

Key Stakeholders

  • Investors and venture capitalists
  • Geospatial analytics companies
  • Technology services providers
  • Government and research organizations
  • Association and industry bodies
  • Cloud services providers
  • Technology consultants
  • Value-added resellers
  • Satellite service providers
  • Market research and consulting firms
  • Internet of Things (IoT) analytics vendors
  • Analytics solution providers
  • Independent software vendors (ISVs)

Report Objectives

  • To determine and forecast the global geospatial analytics market by offering (solutions and services), technology, vertical, and region from 2023 to 2028, and analyze the various macroeconomic and microeconomic factors affecting the market growth
  • To forecast the size of the market segments with respect to five main regions: North America, Europe, Asia Pacific (APAC), the Middle East & Africa (MEA), and Latin America
  • To provide detailed information about the major factors (drivers, restraints, opportunities, and challenges) influencing the growth of the geospatial analytics market
  • To analyze each submarket with respect to individual growth trends, prospects, and contributions to the overall market
  • To analyze the opportunities in the market for stakeholders by identifying the high-growth segments of the market
  • To profile the key market players; provide a comparative analysis on the basis of business overviews, regional presence, product offerings, business strategies, and key financials; and illustrate the competitive landscape of the market
  • To track and analyze competitive developments, such as mergers and acquisitions, product developments, partnerships and collaborations, and research & development (R&D) activities, in the market

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per the company’s specific needs. The following customization options are available for the report:

Product Analysis

 

  • Product matrix provides a detailed comparison of the product portfolio of each company

Geographic Analysis

  • Further breakup of the North American market for Geospatial analytics
  • Further breakup of the European market for Geospatial analytics
  • Further breakup of the Asia Pacific market for Geospatial analytics
  • Further breakup of the Latin American market for Geospatial analytics
  • Further breakup of the Middle East & Africa market for Geospatial analytics

Company Information

    • Detailed analysis and profiling of additional market players (up to five)
Custom Market Research Services

We will customize the research for you, in case the report listed above does not meet with your exact requirements. Our custom research will comprehensively cover the business information you require to help you arrive at strategic and profitable business decisions.

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