地理空間分析市場 : 2027 年までの世界予測

出版:MarketsandMarkets(マーケッツアンドマーケッツ) 出版年月:2022年9月

地理空間分析市場 : コンポーネント、ソリューション (ジオコーディングとリバースジオコーディング、テーママッピングと空間分析)、サービス、タイプ、テクノロジ、展開モード、組織の規模、用途、垂直、地域別 – 2027 年までの世界予測
Geospatial Analytics Market by Component, Solution (Geocoding and Reverse Geocoding and Thematic Mapping and Spatial Analytics), Service, Type, Technology, Deployment Mode, Organization Size, Application, Vertical and Region – Global Forecast to 2027

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The geospatial analytics market is projected to grow from USD 67.4 Billion in 2022 to USD 119.9 Billion by 2027, at a CAGR of 12.2% during the forecast period.

Geospatial Analytics Market by Component, Solution (Geocoding and Reverse Geocoding and Thematic Mapping and Spatial Analytics), Service, Type, Technology, Deployment Mode, Organization Size, Application, Vertical and Region - Global Forecast to 2027

The key elements anticipated to propel the adoption of geospatial analytics market technology throughout the forecast period is the increasing geographic deployment of IoT sensors. SMEs in developing nations are now able to use IoT sensors due to the growing internet penetration. When paired with geospatial data, machine data from devices, vehicles, and equipment used throughout the company can be collected and processed by these IoT sensors to help businesses make better decisions.
The integration of geospatial analytics with other technologies such as ML, IoT, and more, the market for geospatial analytics had experienced tremendous growth. Technologies such as location intelligence and geographic information systems can stimulate the development of new enterprises, which enables allows new firms to disrupt the market and enables market leaders to function at a higher level.

The Network & Location Analytics segment to have the highest CAGR during the forecast period
By type, the geospatial analytics had been segmented into surface & field analytic, network & location analytics, geovisualization, and other types (geocmputation, geosimulation and more). Among all the Network & Location Analytics segment to have the highest CAGR during the forecast period. It examines geographic data for a specific region and time. Additionally, it aids in gathering information such as criminal incidences, store locations near roadways, traffic information, and more. Businesses in the logistics and transportation sector frequently employ network and location analytics to resolve challenging routing issues. It can also utilize it to increase on-field sales. Due to trends including the development of IoT, increased emphasis on market and competitive intelligence, and the expansion in spatial data across verticals, the network & location analytics market is expanding quickly.

The Data Integration & ETL solution is register to grow at highest CAGR during the forecast period
By solution, the geospatial analytics had been segmented into geocoding & reverse geocoding, data integration & ETL, report & visualization, thematic mapping & spatial analysis, and other solutions. The Data Integration & ETL solution is register to grow at highest CAGR of 13.8% during the forecast period. The structured and unstructured data generated needs to be integrated so that it can be restored whenever user require it. ETL is used to retrieve, transform, and import data from various primary transactions into a central location, such as the company’s data warehouse. These related tasks are completed by using the data integration & ETL solutions. Data integration solutions are needed to aggregate data from several heterogeneous sources for business intelligence (BI) and to improve customer services. This is one of the key factors fueling the expansion of the data integration and ETL market. The data integration & ETL is expected to grow at highest CAGR in the Asia Pacific region.

Among applications, the Surveying application is anticipated to register the largest market size during the forecast period
Surveying is a method for calculating the distance and angles between two points on the surface of the earth. It is crucial to the development of infrastructure, transportation, urban planning, smart cities and also determines land boundaries. One of the key factors driving the demand for surveying applications is the demand for surveying in planning and construction. The surveying segment is estimated to account for a larger market share and is projected to grow form USD 11, 877 million in 2022 to USD 20,823 million by 2027, at a CAGR of 11.9% during the forecast period.

Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the geospatial analytics market.
 By Company: Tier I: 62%, Tier II: 23%, and Tier III: 15%
 By Designation: C-Level Executives: 38%, D-Level Executives: 30%, and Managers: 32%
 By Region: APAC: 35%, Europe: 15%, North America: 40%, MEA: 5%, Latin America: 5%
The report includes the study of key players offering geospatial analytics solutions and services. It profiles major vendors in the global geospatial analytics market. The major vendors in the global geospatial analytics market include Esri (US), Precisely (US), Caliper Corporation (US), Blue Marble Geographic (US), Google (US), eSpatial (Ireland), HexagonAB (Switzerland), TomTom (Netherlands), Trimble (US), Maxar Technologies (US), RMSI (India), Maplarge (US), General Electric (US), Bentley Systems (US), Fugro (Netherlands).

Geospatial Analytics Market by Component, Solution (Geocoding and Reverse Geocoding and Thematic Mapping and Spatial Analytics), Service, Type, Technology, Deployment Mode, Organization Size, Application, Vertical and Region - Global Forecast to 2027
Research Coverage
The market study covers the geospatial analytics market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, solution, technology, deployment mode, organization size, application, type, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall geospatial analytics market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.


目次

TABLE OF CONTENTS

1 INTRODUCTION (Page No. – 44)
1.1 OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 MARKET SCOPE
1.3.1 MARKET SEGMENTATION
1.3.2 REGIONS COVERED
1.3.3 YEARS CONSIDERED
1.4 CURRENCY CONSIDERED
TABLE 1 USD EXCHANGE RATES, 2019–2021
1.5 STAKEHOLDERS
1.6 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY (Page No. – 50)
2.1 RESEARCH DATA
FIGURE 1 GEOSPATIAL ANALYTICS MARKET: RESEARCH DESIGN
2.1.1 SECONDARY DATA
2.1.2 PRIMARY DATA
2.1.2.1 Breakup of primary profiles
FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS, BY COMPANY TYPE, DESIGNATION,  AND REGION
TABLE 2 PRIMARY INTERVIEWS
2.1.2.2 Key industry insights
2.2 DATA TRIANGULATION
FIGURE 3 MARKET: DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 1 (SUPPLY SIDE): REVENUE OF GEOSPATIAL ANALYTICS SOLUTIONS AND SERVICES
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 1 BOTTOM-UP  (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL GEOSPATIAL ANALYTICS VENDORS
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 2 TOP-DOWN  (DEMAND SIDE): GEOSPATIAL INDUSTRY SPENDING
2.4 MARKET FORECAST
TABLE 3 FACTOR ANALYSIS
2.5 ASSUMPTIONS
2.6 LIMITATIONS

3 EXECUTIVE SUMMARY (Page No. – 59)
FIGURE 7 LEADING SEGMENTS IN GEOSPATIAL ANALYTICS MARKET IN 2022
3.1 MARKET, BY VERTICAL
FIGURE 8 GOVERNMENT VERTICAL TO LEAD MARKET IN 2022

4 PREMIUM INSIGHTS (Page No. – 62)
4.1 ATTRACTIVE OPPORTUNITIES IN MARKET
FIGURE 9 INCREASE IN NUMBER OF AI- AND ML-BASED GIS SOLUTIONS TO DRIVE MARKET GROWTH
4.2 GEOSPATIAL ANALYTICS MARKET, BY COMPONENT
FIGURE 10 GEOSPATIAL ANALYTICS SOLUTIONS TO DOMINATE MARKET IN 2022
4.3 GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE
FIGURE 11 GEOCODING & REVERSE GEOCODING SEGMENT TO BE  LARGEST MARKET IN 2022
4.4 GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE
FIGURE 12 INTEGRATION & DEPLOYMENT SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
4.5 MARKET, BY TYPE
FIGURE 13 NETWORK & LOCATION ANALYTICS MARKET TO LEAD IN 2022
4.6 MARKET, BY DEPLOYMENT MODE
FIGURE 14 ON-PREMISE DEPLOYMENT TO BE MORE PREFERRED IN 2022
4.7 MARKET, BY ORGANIZATION SIZE
FIGURE 15 SMALL & MEDIUM-SIZED ENTERPRISES TO UTILIZE GEOANALYTICS AT HIGHER RATE DURING FORECAST PERIOD
4.8 GEOSPATIAL ANALYTICS MARKET, BY APPLICATION
FIGURE 16 SURVEYING TO LEAD MARKET AMONG APPLICATIONS IN 2022
4.9 MARKET, BY VERTICAL
FIGURE 17 GOVERNMENT TO LEAD MARKET AS END-USE VERTICAL IN 2022
4.10 MARKET, BY REGION
FIGURE 18 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD

5 MARKET OVERVIEW AND TRENDS (Page No. – 67)
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES:  GEOSPATIAL ANALYTICS MARKET
5.2.1 DRIVERS
5.2.1.1 Increase in number of AI- and ML-based GIS solutions
5.2.1.2 Development of smart cities and urbanization
5.2.1.3 Higher deployment of IoT sensors across locations
5.2.1.4 Advancements in big data analytics
5.2.1.5 Competitive advantage to organizations across verticals
5.2.2 RESTRAINTS
5.2.2.1 Concerns related to geoprivacy and confidential data
5.2.2.2 High cost of GIS solutions and geospatial data barriers
5.2.2.3 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 High adoption rate in small and medium-sized enterprises
5.2.4 CHALLENGES
5.2.4.1 Lack of awareness related to capabilities and benefits of geospatial analytics
5.2.4.2 Lack of skilled manpower
5.3 GEOSPATIAL ANALYTICS: EVOLUTION
FIGURE 20 EVOLUTION OF GEOSPATIAL ANALYTICS
5.4 ECOSYSTEM
TABLE 4 GEOSPATIAL ANALYTICS MARKET: ECOSYSTEM
5.5 CASE STUDY ANALYSIS
5.5.1 BANKING, FINANCIAL SERVICES, AND INSURANCE
5.5.1.1 Esri offered its geospatial platform solution for Bajaj Finserv to serve customers better
5.5.2 EDUCATION
5.5.2.1 Esri enabled Chesley District Community School to engage students in geography classes
5.5.3 UTILITIES
5.5.3.1 RMSI helped US-based electric and gas company to enhance spatial accuracy
5.5.3.2 Oracle implemented its solution to help Electric Authority of Cyprus streamline spatial data processing and analysis
5.5.4 HEALTHCARE
5.5.4.1 Sanitas implements CARTO’s solution to evaluate and ensure future expansion during site planning
5.5.5 GOVERNMENT
5.5.5.1 Implementing SAP solution enabled City of San Diego to improve city emergency services
5.6 VALUE CHAIN ANALYSIS
FIGURE 21 VALUE CHAIN ANALYSIS
5.7 PORTER’S FIVE FORCES
FIGURE 22 GEOSPATIAL ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS
TABLE 5 IMPACT OF EACH PORTER’S FORCE ON MARKET
5.7.1 THREAT FROM NEW ENTRANTS
5.7.2 THREAT FROM SUBSTITUTES
5.7.3 BARGAINING POWER OF BUYERS
5.7.4 BARGAINING POWER OF SUPPLIERS
5.7.5 INTENSITY OF COMPETITIVE RIVALRY
5.8 PRICING ANALYSIS
TABLE 6 MARKET: PRICING LEVELS
FIGURE 23 AVERAGE SELLING PRICES OF KEY COMPANIES (USD)
5.9 PATENT ANALYSIS
5.9.1 METHODOLOGY
5.9.2 DOCUMENT TYPE
TABLE 7 PATENTS FILED, 2018–2021
5.9.3 INNOVATION AND PATENT APPLICATIONS
FIGURE 24 ANNUAL NUMBER OF PATENTS GRANTED, 2018–2021
5.9.3.1 Top applicants
FIGURE 25 TOP TEN PATENT APPLICANTS, 2018–2021
TABLE 8 US: TOP TEN PATENT OWNERS IN GEOSPATIAL ANALYTICS MARKET, 2018–2021
5.10 TECHNOLOGY ANALYSIS
5.10.1 ARTIFICIAL INTELLIGENCE
5.10.2 MACHINE LEARNING
5.10.3 SMART SENSORS AND IOT
5.10.4 CLOUD COMPUTING
5.10.5 BLOCKCHAIN
5.10.6 UNMANNED VEHICLE SYSTEMS AND DRONES
5.10.7 SIMULATION
5.11 KEY CONFERENCES & EVENTS
TABLE 9 GEOSPATIAL ANALYTICS MARKET: DETAILED LIST OF CONFERENCES & EVENTS,  2022–2023
5.12 TARIFF AND REGULATORY LANDSCAPE
5.12.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 13 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 14 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.12.2 NORTH AMERICA: REGULATIONS
5.12.2.1 Personal Information Protection and Electronic Documents Act (PIPEDA)
5.12.2.2 Gramm-Leach-Bliley (GLB) Act
5.12.2.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996
5.12.2.4 Federal Information Security Management Act (FISMA)
5.12.2.5 Federal Information Processing Standards (FIPS)
5.12.2.6 California Consumer Privacy Act (CSPA)
5.12.3 EUROPE: TARIFFS AND REGULATIONS
5.12.3.1 GDPR 2016/679 is a regulation in the EU
5.12.3.2 General Data Protection Regulation
5.12.3.3 European Committee for Standardization (CEN)
5.12.3.4 European Technical Standards Institute (ETSI)
5.13 KEY STAKEHOLDERS & BUYING CRITERIA
5.13.1 KEY STAKEHOLDERS IN THE BUYING PROCESS
TABLE 15 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE APPLICATIONS
5.13.2 BUYING CRITERIA
TABLE 16 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS

6 GEOSPATIAL ANALYTICS MARKET, BY COMPONENT (Page No. – 93)
6.1 INTRODUCTION
6.1.1 COMPONENT: MARKET DRIVERS
FIGURE 26 GEOSPATIAL ANALYTICS SOLUTIONS TO LEAD MARKET DURING FORECAST PERIOD
TABLE 17 MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 18 MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
6.2 SOLUTIONS
6.2.1 COMPANIES INVEST IN GEOSPATIAL ANALYTICS SOLUTIONS TO UNDERSTAND BUSINESS TRENDS AND INCREASE PRODUCTIVITY
TABLE 19 GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 20 GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY REGION, 2022–2027 (USD MILLION)
6.3 SERVICES
6.3.1 DEMAND FOR SUPPORTING SERVICES TO GROW WITH INCREASE IN SOLUTION ADOPTION AMONG ORGANIZATIONS
FIGURE 27 INTEGRATION & DEPLOYMENT SERVICES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 21 GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
TABLE 22 GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 23 GEOSPATIAL ANALYTICS SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 24 GEOSPATIAL ANALYTICS SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION)
6.3.1.1 Consulting
TABLE 25 GEOSPATIAL ANALYTICS CONSULTING SERVICES MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 26 GEOSPATIAL ANALYTICS CONSULTING SERVICES MARKET, BY REGION,  2022–2027 (USD MILLION)
6.3.1.2 Deployment & integration
TABLE 27 GEOSPATIAL ANALYTICS DEPLOYMENT & INTEGRATION SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 28 GEOSPATIAL ANALYTICS DEPLOYMENT & INTEGRATION SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION)
6.3.1.3 Support & Maintenance
TABLE 29 GEOSPATIAL ANALYTICS SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 30 GEOSPATIAL ANALYTICS SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION)

7 GEOSPATIAL ANALYTICS MARKET, BY SOLUTION (Page No. – 102)
7.1 INTRODUCTION
7.1.1 SOLUTION: MARKET DRIVERS
FIGURE 28 GEOCODING & REVERSE GEOCODING SOLUTIONS TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD
TABLE 31 GEOSPATIAL ANALYTIC SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION)
TABLE 32 GEOSPATIAL ANALYTIC SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION)
7.2 GEOCODING & REVERSE GEOCODING
7.2.1 NEED TO PERFORM RISK ASSESSMENTS TO DRIVE ADOPTION OF GEOCODING & REVERSE GEOCODING SOLUTIONS
TABLE 33 GEOCODING & REVERSE GEOCODING SOLUTIONS MARKET,  BY REGION, 2016–2021 (USD MILLION)
TABLE 34 GEOCODING & REVERSE GEOCODING SOLUTIONS MARKET,  BY REGION, 2022–2027 (USD MILLION)
7.3 DATA INTEGRATION & ETL
7.3.1 ETL’S ABILITY TO EXTRACT GEOGRAPHIC DATA FROM ANY SOURCE SYSTEM TO FUEL ADOPTION OF GEOSPATIAL SOLUTIONS
TABLE 35 GEOSPATIAL DATA INTEGRATION & ETL SOLUTIONS MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 36 GEOSPATIAL DATA INTEGRATION & ETL SOLUTIONS MARKET, BY REGION,  2022–2027 (USD MILLION)
7.4 REPORTING & VISUALIZATION
7.4.1 REPORTING & VISUALIZATION SOLUTION TO OFFER DETAILED SIMPLIFIED ANALYSIS OF COMPLEX DATA FOR CUSTOMERS
TABLE 37 GEOSPATIAL REPORTING & VISUALIZATION SOLUTIONS MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 38 GEOSPATIAL REPORTING & VISUALIZATION SOLUTIONS MARKET, BY REGION,  2022–2027 (USD MILLION)
7.5 THEMATIC MAPPING & SPATIAL ANALYSIS
7.5.1 THEMATIC MAPPING & SPATIAL ANALYTICS PROVIDE RAPID VISUAL REPRESENTATIONS OF GEOGRAPHICAL DATA
TABLE 39 GEOSPATIAL THEMATIC MAPPING & SPATIAL ANALYSIS MARKET,  BY REGION, 2016–2021 (USD MILLION)
TABLE 40 GEOSPATIAL THEMATIC MAPPING & SPATIAL ANALYSIS MARKET,  BY REGION, 2022–2027 (USD MILLION)
7.6 OTHER SOLUTIONS
TABLE 41 OTHER GEOSPATIAL ANALYTIC SOLUTIONS MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 42 OTHER GEOSPATIAL ANALYTIC SOLUTIONS MARKET, BY REGION,  2022–2027 (USD MILLION)

8 GEOSPATIAL ANALYTICS MARKET, BY TYPE (Page No. – 110)
8.1 INTRODUCTION
8.1.1 TYPE: MARKET DRIVERS
FIGURE 29 NETWORK & LOCATION ANALYTICS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 43 MARKET, BY TYPE, 2016–2021 (USD MILLION)
TABLE 44 MARKET, BY TYPE, 2022–2027 (USD MILLION)
8.2 SURFACE & FIELD ANALYTICS
8.2.1 SURFACE & FIELD ANALYTICS TO BE ADOPTED IN MANY VERTICALS AS THEY FACILITATE STRATEGIC DECISION-MAKING
TABLE 45 GEOSPATIAL SURFACE & FIELD ANALYTICS MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 46 GEOSPATIAL SURFACE AND FIELD ANALYTICS MARKET, BY REGION,  2022–2027 (USD MILLION)
8.3 NETWORK & LOCATION ANALYTICS
8.3.1 INCREASE IN ADOPTION OF GEOSPATIAL ANALYTICS TECHNOLOGIES ACROSS VERTICALS TO DRIVE MARKET
TABLE 47 GEOSPATIAL NETWORK & LOCATION ANALYTICS MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 48 GEOSPATIAL NETWORK & LOCATION ANALYTICS MARKET, BY REGION,  2022–2027 (USD MILLION)
8.4 GEOVISUALIZATION
8.4.1 GEOVISUALIZATION TO HELP COMPANIES IDENTIFY MOST PROFITABLE AND NEW GEOGRAPHIES FOR BUSINESS EXPANSIONS
TABLE 49 GEOVISUALIZATION MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 50 GEOVISUALIZATION MARKET, BY REGION, 2022–2027 (USD MILLION)
8.5 OTHER TYPES
TABLE 51 OTHER GEOSPATIAL ANALYTICS TYPES MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 52 OTHER GEOSPATIAL ANALYTICS TYPES MARKET, BY REGION, 2022–2027 (USD MILLION)

9 GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY (Page No. – 117)
    9.1 INTRODUCTION
9.1.1 TECHNOLOGY: MARKET DRIVERS
9.2 REMOTE SENSING
9.2.1 REMOTE SENSING TO ENABLE SCIENTISTS TO MEASURE SPATIALLY COMPLEX AND SOCIAL PHENOMENA AT VARYING SCALES
9.3 GLOBAL POSITIONING SYSTEM
9.3.1 GPS TECHNOLOGY TO PROVIDE TREMENDOUS CAPABILITIES IN CONSUMER, COMMERCIAL, INDUSTRIAL, AND MILITARY APPLICATIONS
9.4 GEOGRAPHIC INFORMATION SYSTEM
9.4.1 GIS TECHNOLOGY TO SIGNIFICANTLY BOOST MARKET
9.5 OTHER TECHNOLOGIES

10 GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE (Page No. – 119)
     10.1 INTRODUCTION
10.1.1 DEPLOYMENT MODE: MARKET DRIVERS
FIGURE 30 ON-PREMISES SEGMENT TO LEAD MARKET DURING FORECAST PERIOD
TABLE 53 MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
TABLE 54 MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
10.2 ON-PREMISES
10.2.1 RAPID ACCEPTANCE OF CLOUD COMPUTING SOLUTIONS TO AFFECT GROWTH OF ON-PREMISE GEOSPATIAL ANALYTICS DEPLOYMENT
TABLE 55 ON-PREMISES: MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 56 ON-PREMISES: MARKET, BY REGION,  2022–2027 (USD MILLION)
10.3 CLOUD
10.3.1 IMPLEMENTATION OF SAAS DEPLOYMENT MODEL IN ORGANIZATIONS TO FUEL GROWTH OF SOLUTIONS ON CLOUD
TABLE 57 CLOUD-BASED: MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 58 CLOUD-BASED: MARKET, BY REGION,  2022–2027 (USD MILLION)

11 GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE (Page No. – 124)
     11.1 INTRODUCTION
11.1.1 ORGANIZATION SIZE: MARKET DRIVERS
FIGURE 31 SMALL- & MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 59 MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
TABLE 60 MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
11.2 LARGE ENTERPRISES
11.2.1 ADOPTION OF WIRELESS DEVICES AND LOCATION-BASED SENSORS TO DRIVE GEOSPATIAL SOLUTIONS IN LARGE ENTERPRISES
TABLE 61 LARGE ENTERPRISES MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 62 LARGE ENTERPRISES MARKET, BY REGION, 2022–2027 (USD MILLION)
11.3 SMALL- & MEDIUM-SIZED ENTERPRISES
11.3.1 COMPETITIVE MARKET SCENARIO TO PROMPT SMES TO INVEST IN GEOSPATIAL SOLUTIONS AND SERVICES
TABLE 63 SMALL- & MEDIUM-SIZED ENTERPRISES MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 64 SMALL- & MEDIUM-SIZED ENTERPRISES MARKET, BY REGION,  2022–2027 (USD MILLION)

12 GEOSPATIAL ANALYTICS MARKET, BY APPLICATION (Page No. – 129)
12.1 INTRODUCTION
12.1.1 APPLICATION: MARKET DRIVERS
FIGURE 32 SURVEYING APPLICATION TO LEAD MARKET DURING FORECAST PERIOD
TABLE 65 MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
TABLE 66 MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
12.2 SURVEYING
12.2.1 GIS SOLUTIONS ARE USED FOR SURVEYING IN VARIOUS END-USER VERTICALS TO OPTIMIZE AVAILABLE RESOURCES
TABLE 67 SURVEYING APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 68 SURVEYING APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION)
12.3 MEDICINE & PUBLIC SAFETY
12.3.1 GEOSPATIAL ANALYTICS HELP HOSPITALS AND HEALTH SYSTEMS PROBE COMPLEX ELEMENTS AND OFFER CRUCIAL SOLUTIONS
TABLE 69 MEDICINE & PUBLIC SAFETY APPLICATIONS MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 70 MEDICINE & PUBLIC SAFETY APPLICATIONS MARKET, BY REGION,  2022–2027 (USD MILLION)
12.4 DISASTER RISK REDUCTION & MANAGEMENT
12.4.1 GEOSPATIAL DATA IN A BASE MAP OR ENVIRONMENTAL SENSITIVITY INDEX MAP TO HELP ANALYZE VULNERABILITY TO IMPENDING DISASTERS
TABLE 71 DISASTER RISK REDUCTION & MANAGEMENT APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 72 DISASTER RISK REDUCTION & MANAGEMENT APPLICATIONS, BY REGION,  2022–2027 (USD MILLION)
12.5 URBAN PLANNING
12.5.1 GIS SOFTWARE COULD PRECISELY DEPICT CHANGES ON GROUND FOR ALL PERTINENT PARTIES
TABLE 73 URBAN PLANNING APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 74 URBAN PLANNING APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION)
12.6 TRANSPORTATION PLANNING & MANAGEMENT
12.6.1 GIS ASSISTANCE IN IMPROVING TRANSPORTATION TO FUEL ADOPTION ACROSS MARKET
TABLE 75 TRANSPORTATION PLANNING & MANAGEMENT APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 76 TRANSPORTATION PLANNING & MANAGEMENT APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION)
12.7 NATURAL RESOURCE MANAGEMENT
12.7.1 IMPLEMENTATION OF GEOSPATIAL ANALYTICS IN NATURAL RESOURCE MANAGEMENT: REMEDY FOR ISSUES SUCH AS CLIMATE CHANGE
TABLE 77 NATURAL RESOURCE MANAGEMENT APPLICATIONS MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 78 NATURAL RESOURCE MANAGEMENT APPLICATIONS MARKET, BY REGION,  2022–2027 (USD MILLION)
12.8 AGRICULTURAL VALUE CHAIN
12.8.1 GEOSPATIAL ANALYTICS INCREASINGLY USEFUL FOR FARMERS TO PROVIDE EFFICIENT RESOURCE MANAGEMENT
TABLE 79 AGRICULTURAL VALUE CHAIN APPLICATIONS MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 80 AGRICULTURAL VALUE CHAIN APPLICATIONS MARKET, BY REGION,  2022–2027 (USD MILLION)
12.9 ENVIRONMENTAL IMPACT ANALYSIS
12.9.1 GIS TO ENHANCE EIA AND MITIGATION PROCESS, ALSO OFFERING USEFUL MAPPING TECHNIQUES
TABLE 81 ENVIRONMENTAL IMPACT ANALYSIS APPLICATIONS MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 82 ENVIRONMENTAL IMPACT ANALYSIS APPLICATIONS MARKET, BY REGION,  2022–2027 (USD MILLION)
12.10 OTHER APPLICATIONS
TABLE 83 OTHER APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 84 OTHER APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION)

13 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL (Page No. – 142)
13.1 INTRODUCTION
13.1.1 VERTICALS: MARKET DRIVERS
FIGURE 33 AGRICULTURE VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 85 MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 86 MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
13.2 ENERGY & UTILITY
13.2.1 GIS AIDS ELECTRIC UTILITY COMPANIES IN DATA MANAGEMENT, PLANNING AND ANALYSIS, AND SITUATIONAL AWARENESS
TABLE 87 ENERGY & UTILITY: USE CASES
TABLE 88 ENERGY & UTILITY VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 89 ENERGY & UTILITY VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
13.3 GOVERNMENT
13.3.1 EGOVERNANCE TO EMERGE AS DRIVING FORCE FOR GOVERNMENTS
TABLE 90 GOVERNMENT: USE CASES
TABLE 91 GOVERNMENT VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 92 GOVERNMENT VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
13.4 DEFENSE & INTELLIGENCE
13.4.1 GEOSPATIAL DATA TO HELP BORDER SECURITY OPERATIONS WITH SITUATIONAL AWARENESS
TABLE 93 DEFENSE & INTELLIGENCE: USE CASES
TABLE 94 DEFENSE & INTELLIGENCE VERTICAL MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 95 DEFENSE & INTELLIGENCE VERTICAL MARKET, BY REGION,  2022–2027 (USD MILLION)
13.5 BANKING, FINANCIAL SERVICES, AND INSURANCE
13.5.1 GEOSPATIAL TOOLS AND ANALYTICS TO ENABLE DIGITAL PORTFOLIO MANAGEMENT FROM COMMON DATA REPOSITORY
TABLE 96 BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES
TABLE 97 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 98 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION,  2022–2027 (USD MILLION)
13.6 REAL ESTATE & CONSTRUCTION
13.6.1 GIS TO ENHANCE CONSTRUCTION PLANNING BY COMBINING LOCATIONAL AND THEMATIC INFORMATION IN SINGLE ENVIRONMENT
TABLE 99 REAL ESTATE & CONSTRUCTION: USE CASES
TABLE 100 REAL ESTATE & CONSTRUCTION VERTICAL MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 101 REAL ESTATE & CONSTRUCTION VERTICAL MARKET, BY REGION,  2022–2027 (USD MILLION)
13.7 HEALTHCARE
13.7.1 GEOSPATIAL ANALYTICS TO AID HEALTHCARE PROFESSIONALS IN IDENTIFYING HEALTH TRENDS AND TARGETING HEALING EFFORTS
TABLE 102 HEALTHCARE: USE CASES
TABLE 103 HEALTHCARE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 104 HEALTHCARE VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
13.8 MINING & NATURAL RESOURCES
13.8.1 INCREASE IN ADOPTION OF GEOSPATIAL ANALYTICS TECHNOLOGIES ACROSS VERTICALS TO DRIVE MARKET
TABLE 105 MINING & NATURAL RESOURCES: USE CASES
TABLE 106 MINING & NATURAL RESOURCES VERTICAL MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 107 MINING & NATURAL RESOURCES VERTICAL MARKET, BY REGION,  2022–2027 (USD MILLION)
13.9 AUTOMOTIVE & TRANSPORTATION
13.9.1 ANALYZING THE LOCAL DEMAND FOR AUTOMOTIVE VEHICLES TO DRIVE GEOSPATIAL ANALYTICS USE
TABLE 108 AUTOMOTIVE & TRANSPORTATION: USE CASES
TABLE 109 AUTOMOTIVE & TRANSPORTATION VERTICAL MARKET, BY REGION,  2016–2021 (USD MILLION)
TABLE 110 AUTOMOTIVE & TRANSPORTATION VERTICAL MARKET, BY REGION,  2022–2027 (USD MILLION)
13.10 AGRICULTURE
13.10.1 GIS TO ASSIST IN ESTIMATING EFFECTIVE CROP YIELD, ANALYZING THE SOIL AMENDMENT, AND FINDING REMEDIES FOR SOIL EROSION
TABLE 111 AGRICULTURE: USE CASES
TABLE 112 AGRICULTURE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 113 AGRICULTURE VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
13.11 OTHER VERTICALS
TABLE 114 OTHER VERTICALS MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 115 OTHER VERTICALS MARKET, BY REGION, 2022–2027 (USD MILLION)

14 GEOSPATIAL ANALYTICS MARKET, BY REGION (Page No. – 159)
14.1 INTRODUCTION
FIGURE 34 VIETNAM TO RECORD HIGHEST CAGR GLOBALLY DURING FORECAST PERIOD
FIGURE 35 ASIA PACIFIC TO WITNESS FASTEST GROWTH DURING FORECAST PERIOD
TABLE 116 MARKET, BY REGION, 2016–2021 (USD MILLION)
TABLE 117 MARKET, BY REGION, 2022–2027 (USD MILLION)
14.2 NORTH AMERICA
14.2.1 NORTH AMERICA: MARKET DRIVERS
FIGURE 36 NORTH AMERICA: MARKET SNAPSHOT
TABLE 118 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
TABLE 119 NORTH AMERICA: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
TABLE 120 NORTH AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE,  2016–2021 (USD MILLION)
TABLE 121 NORTH AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE,  2022–2027 (USD MILLION)
TABLE 122 NORTH AMERICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE,  2016–2021 (USD MILLION)
TABLE 123 NORTH AMERICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE,  2022–2027 (USD MILLION)
TABLE 124 NORTH AMERICA: MARKET, BY TYPE, 2016–2021 (USD MILLION)
TABLE 125 NORTH AMERICA: MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 126 NORTH AMERICA: MARKET, BY DEPLOYMENT MODE,  2016–2021 (USD MILLION)
TABLE 127 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE,  2022–2027 (USD MILLION)
TABLE 128 NORTH AMERICA: MARKET, BY ORGANIZATION SIZE,  2016–2021 (USD MILLION)
TABLE 129 NORTH AMERICA: MARKET, BY ORGANIZATION SIZE,  2022–2027 (USD MILLION)
TABLE 130 NORTH AMERICA: MARKET, BY APPLICATION,  2016–2021 (USD MILLION)
TABLE 131 NORTH AMERICA: MARKET, BY APPLICATION,  2022–2027 (USD MILLION)
TABLE 132 NORTH AMERICA: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
TABLE 133 NORTH AMERICA: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
TABLE 134 NORTH AMERICA: MARKET, BY COUNTRY,  2016–2021 (USD MILLION)
TABLE 135 NORTH AMERICA: MARKET, BY COUNTRY,  2022–2027 (USD MILLION)
14.2.2 US
14.2.2.1 Increase in adoption of geospatial analytics technologies across verticals to drive market
14.2.3 CANADA
14.2.3.1 Rise in awareness of benefits of geospatial analytics gained significant popularity in Canada
14.3 EUROPE
14.3.1 EUROPE: MARKET DRIVERS
TABLE 136 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 137 EUROPE: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 138 EUROPE: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE,  2016–2021 (USD MILLION)
TABLE 139 EUROPE: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE,  2022–2027 (USD MILLION)
TABLE 140 EUROPE: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE,  2016–2021 (USD MILLION)
TABLE 141 EUROPE: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE,  2022–2027 (USD MILLION)
TABLE 142 EUROPE: MARKET, BY TYPE, 2016–2021 (USD MILLION)
TABLE 143 EUROPE: MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 144 EUROPE: MARKET, BY DEPLOYMENT MODE,  2016–2021 (USD MILLION)
TABLE 145 EUROPE: MARKET, BY DEPLOYMENT MODE,  2022–2027 (USD MILLION)
TABLE 146 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE,  2016–2021 (USD MILLION)
TABLE 147 EUROPE: MARKET, BY ORGANIZATION SIZE,  2022–2027 (USD MILLION)
TABLE 148 EUROPE: MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
TABLE 149 EUROPE: MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 150 EUROPE: MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 151 EUROPE: MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
TABLE 152 EUROPE: MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
TABLE 153 EUROPE: MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
14.3.2 UK
14.3.2.1 Various initiatives and laws by UK government in favor of geospatial analytics to propel its growth
14.3.3 GERMANY
14.3.3.1 Government initiatives for technological development across various verticals to support market growth
14.3.4 FRANCE
14.3.4.1 Strong position in transportation and construction sectors and government investments to drive growth in France
14.3.5 REST OF EUROPE
14.4 ASIA PACIFIC
14.4.1 ASIA PACIFIC: MARKET DRIVERS
FIGURE 37 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 154 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
TABLE 155 ASIA PACIFIC: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
TABLE 156 ASIA PACIFIC: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE,  2016–2021 (USD MILLION)
TABLE 157 ASIA PACIFIC: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE,  2022–2027 (USD MILLION)
TABLE 158 ASIA PACIFIC: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE,  2016–2021 (USD MILLION)
TABLE 159 ASIA PACIFIC: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE,  2022–2027 (USD MILLION)
TABLE 160 ASIA PACIFIC: MARKET, BY TYPE, 2016–2021 (USD MILLION)
TABLE 161 ASIA PACIFIC: MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 162 ASIA PACIFIC: MARKET, BY DEPLOYMENT MODE,  2016–2021 (USD MILLION)
TABLE 163 ASIA PACIFIC: MARKET, BY DEPLOYMENT MODE,  2022–2027 (USD MILLION)
TABLE 164 ASIA PACIFIC: MARKET, BY ORGANIZATION SIZE,  2016–2021 (USD MILLION)
TABLE 165 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE,  2022–2027 (USD MILLION)
TABLE 166 ASIA PACIFIC: MARKET, BY APPLICATION,  2016–2021 (USD MILLION)
TABLE 167 ASIA PACIFIC: MARKET, BY APPLICATION,  2022–2027 (USD MILLION)
TABLE 168 ASIA PACIFIC: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
TABLE 169 ASIA PACIFIC: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
TABLE 170 ASIA PACIFIC: MARKET, BY COUNTRY,  2016–2021 (USD MILLION)
TABLE 171 ASIA PACIFIC: MARKET, BY COUNTRY,  2022–2027 (USD MILLION)
14.4.2 CHINA
14.4.2.1 Government initiatives and investments for developing infrastructure and technology to fuel adoption of geospatial analytics
14.4.3 THAILAND
14.4.3.1 Rapid investments across several verticals to position Thailand as potential market
14.4.4 MYANMAR
14.4.4.1 Initiatives by government for developing infrastructure and technology fuel adoption of geospatial analytics
14.4.5 VIETNAM
14.4.5.1 Shift from traditional agricultural economy to digital economy to offer opportunity to implement geospatial technologies
14.4.6 JAPAN
14.4.6.1 Rise of innovative technologies and government initiatives to drive use of geospatial analytics technologies
14.4.7 INDIA
14.4.7.1 Rapid adoption of GIS in infrastructure development to drive growth of market
14.4.8 REST OF ASIA PACIFIC
14.5 MIDDLE EAST & AFRICA
14.5.1 MIDDLE EAST & AFRICA: MARKET DRIVERS
TABLE 172 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
TABLE 173 MIDDLE EAST & AFRICA: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
TABLE 174 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE,  2016–2021 (USD MILLION)
TABLE 175 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE,  2022–2027 (USD MILLION)
TABLE 176 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE,  2016–2021 (USD MILLION)
TABLE 177 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE,  2022–2027 (USD MILLION)
TABLE 178 MIDDLE EAST & AFRICA: MARKET, BY TYPE,  2016–2021 (USD MILLION)
TABLE 179 MIDDLE EAST & AFRICA: MARKET, BY TYPE,  2022–2027 (USD MILLION)
TABLE 180 MIDDLE EAST & AFRICA: MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
TABLE 181 MIDDLE EAST & AFRICA: MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
TABLE 182 MIDDLE EAST & AFRICA: MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
TABLE 183 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
TABLE 184 MIDDLE EAST & AFRICA: MARKET, BY APPLICATION,  2016–2021 (USD MILLION)
TABLE 185 MIDDLE EAST & AFRICA: MARKET, BY APPLICATION,  2022–2027 (USD MILLION)
TABLE 186 MIDDLE EAST & AFRICA: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
TABLE 187 MIDDLE EAST & AFRICA: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
TABLE 188 MIDDLE EAST & AFRICA: MARKET, BY SUBREGION,  2016–2021 (USD MILLION)
TABLE 189 MIDDLE EAST & AFRICA: MARKET, BY SUBREGION,  2022–2027 (USD MILLION)
14.5.2 MIDDLE EAST
14.5.2.1 Adoption of emerging technologies in Middle East to offer market opportunities
14.5.3 AFRICA
14.5.3.1 Initiatives taken by government and private players to enable opportunities in market
14.6 LATIN AMERICA
14.6.1 LATIN AMERICA: MARKET DRIVERS
TABLE 190 LATIN AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
TABLE 191 LATIN AMERICA: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
TABLE 192 LATIN AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE,  2016–2021 (USD MILLION)
TABLE 193 LATIN AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE,  2022–2027 (USD MILLION)
TABLE 194 LATIN AMERICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE,  2016–2021 (USD MILLION)
TABLE 195 LATIN AMERICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE,  2022–2027 (USD MILLION)
TABLE 196 LATIN AMERICA: MARKET, BY TYPE, 2016–2021 (USD MILLION)
TABLE 197 LATIN AMERICA: MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 198 LATIN AMERICA: MARKET, BY DEPLOYMENT MODE,  2016–2021 (USD MILLION)
TABLE 199 LATIN AMERICA: MARKET, BY DEPLOYMENT MODE,  2022–2027 (USD MILLION)
TABLE 200 LATIN AMERICA: MARKET, BY ORGANIZATION SIZE,  2016–2021 (USD MILLION)
TABLE 201 LATIN AMERICA: MARKET, BY ORGANIZATION SIZE,  2022–2027 (USD MILLION)
TABLE 202 LATIN AMERICA: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION,  2016–2021 (USD MILLION)
TABLE 203 LATIN AMERICA: MARKET, BY APPLICATION,  2022–2027 (USD MILLION)
TABLE 204 LATIN AMERICA: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
TABLE 205 LATIN AMERICA: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
TABLE 206 LATIN AMERICA: MARKET, BY COUNTRY,  2016–2021 (USD MILLION)
TABLE 207 LATIN AMERICA: MARKET, BY COUNTRY,  2022–2027 (USD MILLION)
14.6.2 BRAZIL
14.6.2.1 Increased enhancement in communication infrastructure to offer significant opportunities for solution providers
14.6.3 MEXICO
14.6.3.1 Rapid adoption of geospatial analytics in construction and oil & gas explorations to propel market growth
14.6.4 REST OF LATIN AMERICA

15 COMPETITIVE LANDSCAPE (Page No. – 202)
15.1 OVERVIEW
15.2 KEY PLAYER STRATEGIES
TABLE 208 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN THE GEOSPATIAL ANALYTICS MARKET
15.3 REVENUE ANALYSIS
FIGURE 38 REVENUE ANALYSIS FOR KEY COMPANIES, 2017–2021 (USD MILLION)
15.4 MARKET SHARE ANALYSIS
FIGURE 39 MARKET SHARE ANALYSIS
TABLE 209 MARKET: DEGREE OF COMPETITION
15.5 COMPANY EVALUATION QUADRANT
15.5.1 STARS
15.5.2 EMERGING LEADERS
15.5.3 PERVASIVE PLAYERS
15.5.4 PARTICIPANTS
FIGURE 40 KEY GEOSPATIAL ANALYTICS MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2022
15.6 STARTUP/SME EVALUATION MATRIX
15.6.1 PROGRESSIVE COMPANIES
15.6.2 RESPONSIVE COMPANIES
15.6.3 DYNAMIC COMPANIES
15.6.4 STARTING BLOCKS
FIGURE 41 SME/STARTUP GEOSPATIAL ANALYTICS PLAYERS, COMPANY EVALUATION MATRIX, 2022
15.7 COMPETITIVE BENCHMARKING
TABLE 210 MARKET: DETAILED LIST OF KEY STARTUPS/SMES
TABLE 211 GEOSPATIAL ANALYTICS MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES)
15.8 COMPETITIVE SCENARIO
15.8.1 PRODUCT LAUNCHES
TABLE 212 PRODUCT LAUNCHES, 2018–2022
15.8.2 DEALS
TABLE 213 DEALS, 2018–2022

16 COMPANY PROFILES (Page No. – 213)
16.1 INTRODUCTION
16.2 KEY PLAYERS
(Business and financial overview, Products/Services/Solutions offered, Recent developments, MNM view, Right to win, Strategic choices made, and Weaknesses and competitive threats)*
16.2.1 ESRI
TABLE 214 ESRI: BUSINESS OVERVIEW
TABLE 215 ESRI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 216 ESRI: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 217 ESRI: DEALS
16.2.2 PRECISELY
TABLE 218 PRECISELY: BUSINESS OVERVIEW
TABLE 219 PRECISELY: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 220 PRECISELY: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 221 PRECISELY: DEALS
16.2.3 GOOGLE
TABLE 222 GOOGLE: BUSINESS OVERVIEW
FIGURE 42 GOOGLE: COMPANY SNAPSHOT
TABLE 223 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 224 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 225 GOOGLE: DEALS
16.2.4 HEXAGON AB
TABLE 226 HEXAGON AB: BUSINESS OVERVIEW
FIGURE 43 HEXAGON AB: COMPANY SNAPSHOT
TABLE 227 HEXAGON AB: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 228 HEXAGON AB: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 229 HEXAGON AB: DEALS
16.2.5 TOMTOM
TABLE 230 TOMTOM: BUSINESS OVERVIEW
FIGURE 44 TOMTOM: COMPANY SNAPSHOT
TABLE 231 TOMTOM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 232 TOMTOM: DEALS
16.2.6 TRIMBLE
TABLE 233 TRIMBLE: BUSINESS OVERVIEW
FIGURE 45 TRIMBLE: COMPANY SNAPSHOT
TABLE 234 TRIMBLE: SOLUTIONS OFFERED
TABLE 235 TRIMBLE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 236 TRIMBLE: DEALS
16.2.7 MAXAR TECHNOLOGIES
TABLE 237 MAXAR TECHNOLOGIES: BUSINESS OVERVIEW
FIGURE 46 MAXAR TECHNOLOGIES: COMPANY SNAPSHOT
TABLE 238 MAXAR TECHNOLOGIES: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 239 MAXAR TECHNOLOGIES: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 240 MAXAR TECHNOLOGIES: DEALS
16.2.8 CALIPER CORPORATION
TABLE 241 CALIPER CORPORATION: BUSINESS OVERVIEW
TABLE 242 CALIPER CORPORATION: SOLUTIONS OFFERED
TABLE 243 CALIPER CORPORATION: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 244 CALIPER CORPORATION: DEALS
16.2.9 BLUE MARBLE GEOGRAPHICS
TABLE 245 BLUE MARBLE GEOGRAPHICS: BUSINESS OVERVIEW
TABLE 246 BLUE MARBLE GEOGRAPHICS: SOLUTIONS OFFERED
TABLE 247 BLUE MARBLE GEOGRAPHICS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 248 BLUE MARBLE GEOGRAPHICS: DEALS
16.2.10 ESPATIAL
TABLE 249 ESPATIAL: BUSINESS OVERVIEW
TABLE 250 ESPATIAL: SOLUTIONS OFFERED
16.2.11 RMSI
16.2.12 MAPLARGE
16.2.13 GENERAL ELECTRIC
16.2.14 BENTLEY SYSTEMS
16.2.15 FUGRO
16.3 STARTUP/SME PLAYERS
16.3.1 ORBITAL INSIGHT
16.3.2 MAPIDEA
16.3.3 GEOSPIN
16.3.4 SPARKGEO
16.3.5 ORBICA
16.3.6 DESCARTES LABS
16.3.7 SKYMAP GLOBAL
16.3.8 REMOT TECHNOLOGIES
16.3.9 CARTO
16.3.10 UBIMO
16.4 COMPANIES WITH PRESENCE IN THAILAND, VIETNAM,  AND MYANMAR
16.4.1 PASCO CORPORATION
16.4.2 MANDALAY TECHNOLOGY
16.4.3 GEOVIET CONSULTING
16.4.4 GIS CO., LTD
16.4.5 SUNTAC TECHNOLOGIES
16.4.6 GEOMATIC CONSULTING INTERNATIONAL
16.4.7 IMAGO GLOBAL
16.4.8 MAPPOINTASIA
16.4.9 VEGASTAR TECHNOLOGY
16.4.10 HERE TECHNOLOGIES

*Details on Business and financial overview, Products/Services/Solutions offered, Recent developments, MNM view, Right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.

17 APPENDIX (Page No. – 266)
17.1 ADJACENT/RELATED MARKETS
17.1.1 GEOSPATIAL IMAGERY ANALYTICS MARKET
17.1.1.1 Market definition
17.1.1.2 Market overview
17.1.1.3 Geospatial imagery analytics market, by type
TABLE 251 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE, 2016–2020 (USD MILLION)
TABLE 252 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE, 2021–2026 (USD MILLION)
17.1.1.4 Geospatial imagery analytics market, by collection medium
TABLE 253 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM,  2016–2020 (USD MILLION)
TABLE 254 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM,  2021–2026 (USD MILLION)
17.1.1.5 Geospatial imagery analytics market, by application
TABLE 255 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION, 2016–2020 (USD MILLION)
TABLE 256 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)
17.1.1.6 Geospatial imagery analytics market, by deployment mode
TABLE 257 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY DEPLOYMENT MODE,  2016–2020 (USD MILLION)
TABLE 258 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY DEPLOYMENT MODE,  2021–2026 (USD MILLION)
17.1.1.7 Geospatial imagery analytics market, by organization size
TABLE 259 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY ORGANIZATION SIZE,  2016–2020 (USD MILLION)
TABLE 260 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY ORGANIZATION SIZE,  2021–2026 (USD MILLION)
17.1.1.8 Geospatial imagery analytics market, by vertical
TABLE 261 HEALTHCARE AND LIFE SCIENCES: GEOSPATIAL IMAGERY ANALYTICS MARKET,  BY REGION, 2016–2020 (USD MILLION)
TABLE 262 HEALTHCARE AND LIFE SCIENCES: GEOSPATIAL IMAGERY ANALYTICS MARKET,  BY REGION, 2021–2026 (USD MILLION)
17.1.1.9 Geospatial imagery analytics market, by region
TABLE 263 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 264 GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)
TABLE 265 EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE,  2016–2020 (USD MILLION)
TABLE 266 EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE,  2021–2026 (USD MILLION)
TABLE 267 ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE,  2016–2020 (USD MILLION)
TABLE 268 ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE,  2021–2026 (USD MILLION)
TABLE 269 ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION,  2016–2020 (USD MILLION)
TABLE 270 ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION,  2021–2026 (USD MILLION)
17.1.2 GEOGRAPHIC INFORMATION SYSTEM MARKET
17.1.2.1 Market definition
17.1.2.2 Market overview
17.1.2.3 Geographic information system market, by offering
TABLE 271 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY OFFERING, 2018–2025 (USD BILLION)
TABLE 272 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY HARDWARE,  2018–2025 (USD MILLION)
17.1.2.3.1 Software
TABLE 273 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY SOFTWARE,  2018–2025 (USD MILLION)
17.1.2.4 Geographic information system analytics market, by industry
TABLE 274 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY INDUSTRY,  2018–2025 (USD MILLION)
17.1.2.5 Geospatial information system market, by region
TABLE 275 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY REGION, 2018–2025 (USD MILLION)
TABLE 276 NORTH AMERICA: GEOGRAPHIC INFORMATION SYSTEM MARKET, BY INDUSTRY,  2018–2025 (USD MILLION)
TABLE 277 EUROPE: GEOGRAPHIC INFORMATION SYSTEM MARKET, BY INDUSTRY,  2018–2025 (USD MILLION)
TABLE 278 ASIA PACIFIC: GEOGRAPHIC INFORMATION SYSTEM MARKET, BY INDUSTRY,  2018–2025 (USD MILLION)
17.1.3 LBS AND RTLS MARKET
17.1.3.1 Market definition
17.1.3.2 Market overview
17.1.3.3 LBS and RTLS market, by component
TABLE 279 LBS AND RTLS MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 280 LBS AND RTLS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
17.1.3.4 LBS and RTLS market, by location type
TABLE 281 LBS AND RTLS MARKET, BY LOCATION TYPE, 2016–2020 (USD MILLION)
TABLE 282 LBS AND RTLS MARKET, BY LOCATION TYPE, 2021–2026 (USD MILLION)
17.1.3.5 LBS and RTLS market, by application
TABLE 283 LBS AND RTLS MARKET, BY APPLICATION, 2016–2020 (USD MILLION)
TABLE 284 LBS AND RTLS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)
17.1.3.6 LBS and RTLS market, by vertical
TABLE 285 LBS AND RTLS MARKET, BY VERTICAL, 2016–2020 (USD MILLION)
TABLE 286 LBS AND RTLS MARKET, BY VERTICAL, 2021–2026 (USD MILLION)
17.1.3.7 LBS and RTLS market, by region
TABLE 287 LBS AND RTLS MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 288 LBS AND RTLS MARKET, BY REGION, 2021–2026 (USD MILLION)
TABLE 289 NORTH AMERICA: LBS AND RTLS MARKET, BY COMPONENT,  2016–2020 (USD MILLION)
TABLE 290 NORTH AMERICA: LBS AND RTLS MARKET, BY COMPONENT,  2021–2026 (USD MILLION)
TABLE 291 EUROPE: LBS AND RTLS MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 292 EUROPE: LBS AND RTLS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 293 ASIA PACIFIC: LBS AND RTLS MARKET, BY LOCATION TYPE,  2016–2020 (USD MILLION)
TABLE 294 ASIA PACIFIC: LBS AND RTLS MARKET, BY LOCATION TYPE,  2021–2026 (USD MILLION)
TABLE 295 ROW: LBS AND RTLS MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 296 ROW: LBS AND RTLS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
17.2 DISCUSSION GUIDE
17.3 KNOWLEDGESTORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL
17.4 CUSTOMIZATION OPTIONS
17.5 RELATED REPORTS
17.6 AUTHOR DETAILS


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