Table of Content

"1    INTRODUCTION    35
1.1    INTRODUCTION TO COVID-19    35
1.2    COVID-19 HEALTH ASSESSMENT    35
FIGURE 1    COVID-19: GLOBAL PROPAGATION    35
FIGURE 2    COVID-19 PROPAGATION: SELECT COUNTRIES    36
1.3    COVID-19 ECONOMIC ASSESSMENT    37
FIGURE 3    REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT
G20 COUNTRIES IN 2020    37
1.3.1    COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT    38
FIGURE 4    CRITERIA IMPACTING GLOBAL ECONOMY    38
FIGURE 5    SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY    39
1.4    OBJECTIVES OF THE STUDY    40
1.5    MARKET DEFINITION    41
1.5.1    INCLUSIONS AND EXCLUSIONS    41
1.6    MARKET SCOPE    42
1.6.1    MARKET SEGMENTATION    42
1.6.2    REGIONS COVERED    42
1.6.3    YEARS CONSIDERED FOR THE STUDY    43
1.7    CURRENCY CONSIDERED    43
TABLE 1    UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019    43
1.8    STAKEHOLDERS    44
1.9    SUMMARY OF CHANGES    44
2    RESEARCH METHODOLOGY    45
2.1    RESEARCH DATA    45
FIGURE 6    GEOSPATIAL IMAGERY ANALYTICS MARKET: RESEARCH DESIGN    45
2.1.1    SECONDARY DATA    46
2.1.2    PRIMARY DATA    46
2.1.2.1    Breakup of primary profiles    46
2.1.2.2    Key industry insights    47
2.2    MARKET BREAKUP AND DATA TRIANGULATION    47
FIGURE 7    DATA TRIANGULATION    47
2.3    MARKET SIZE ESTIMATION    48
FIGURE 8    GEOSPATIAL IMAGERY ANALYTICS MARKET: TOP-DOWN AND
BOTTOM-UP APPROACHES    48
2.3.1    TOP-DOWN APPROACH    48
2.3.2    BOTTOM-UP APPROACH    49
FIGURE 9    MARKET SIZE ESTIMATION METHODOLOGY -APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF GEOSPATIAL IMAGERY
ANALYTICS MARKET    49
FIGURE 10    MARKET SIZE ESTIMATION METHODOLOGY -APPROACH 2 - BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES
OF GEOSPATIAL IMAGERY ANALYTICS MARKET    50
FIGURE 11    MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES
OF THE GEOSPATIAL IMAGERY ANALYTICS MARKET    50
FIGURE 12    MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF GEOSPATIAL IMAGERY ANALYTICS THROUGH OVERALL GEOSPATIAL IMAGERY ANALYTICS SPENDING    51
2.4    MARKET FORECAST    52
TABLE 2    FACTOR ANALYSIS    52
TABLE 3    IMPACT OF COVID-19    53
2.5    COMPANY EVALUATION MATRIX    53
FIGURE 13    COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE    53
2.6    STARTUP/SME EVALUATION MATRIX METHODOLOGY    54
FIGURE 14    STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE    54
2.7    ASSUMPTIONS FOR THE STUDY    54
2.8    LIMITATIONS OF THE STUDY    56
3    EXECUTIVE SUMMARY    57
TABLE 4    GLOBAL GEOSPATIAL IMAGERY ANALYTICS MARKET AND GROWTH RATE, 2016–2020 (USD MILLION, Y-O-Y%)    58
TABLE 5    GLOBAL GEOSPATIAL IMAGERY ANALYTICS MARKET AND GROWTH RATE, 2021–2026 (USD MILLION, Y-O-Y%)    58
FIGURE 15    IMAGERY ANALYTICS SEGMENT TO HOLD LARGER MARKET SIZE IN 2021    58
FIGURE 16    ON-PREMISES SEGMENT TO HOLD A LARGER MARKET SIZE IN 2021    59
FIGURE 17    GEOGRAPHIC INFORMATION SYSTEMS SEGMENT TO HOLD LARGEST
MARKET SHARE IN 2021    59
FIGURE 18    DISASTER MANAGEMENT TO HOLD LARGEST MARKET SIZE IN 2021    59
FIGURE 19    LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2021    60
FIGURE 20    DEFENSE AND SECURITY VERTICAL TO HOLD LARGEST MARKET SIZE IN 2021    60
FIGURE 21    NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2021    61
4    PREMIUM INSIGHTS    62
4.1    ATTRACTIVE OPPORTUNITIES IN GEOSPATIAL IMAGERY ANALYTICS MARKET    62
FIGURE 22    INCREASING ADOPTION OF GEOSPATIAL TECHNOLOGIES TO BOOST
MARKET GROWTH    62
4.2    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY VERTICAL    62
FIGURE 23    DEFENSE AND SECURITY SEGMENT TO HOLD LARGEST MARKET
SIZE DURING FORECAST PERIOD    62
4.3    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION    63
FIGURE 24    NORTH AMERICA TO HOLD THE LARGEST MARKET SHARE IN 2021    63
4.4    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION AND VERTICAL    63
FIGURE 25    DISASTER MANAGEMENT AND DEFENSE AND SECURITY TO HOLD LARGEST MARKET SHARES IN 2021    63
5    MARKET OVERVIEW AND INDUSTRY TRENDS    64
5.1    INTRODUCTION    64
5.2    MARKET DYNAMICS    64
FIGURE 26    DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES:
GEOSPATIAL IMAGERY ANALYTICS MARKET    65
5.2.1    DRIVERS    65
5.2.1.1    Rise of geospatial imagery analytics technologies    65
5.2.1.2    Competitive advantage    66
5.2.2    RESTRAINTS    66
5.2.2.1    Lack of expertise    66
5.2.2.2    Regulations and legal issues    66
5.2.3    OPPORTUNITIES    66
5.2.3.1    Overcoming the lacunae of conventional data collecting
and tracking methods    66
5.2.3.2    Increasing implementation of 5G networks    67
5.2.4    CHALLENGES    67
5.2.4.1    Integration of geospatial imagery analytics data with
enterprise solutions    67
5.2.4.2    Reluctance to adopt advanced analytics technologies    67
5.3    GEOSPATIAL IMAGERY ANALYTICS MARKET: COVID-19 IMPACT    67
5.4    GEOSPATIAL IMAGERY ANALYTICS: EVOLUTION    68
FIGURE 27    EVOLUTION OF GEOSPATIAL IMAGERY ANALYTICS    69
5.5    CASE STUDY ANALYSIS    69
TABLE 6    USE CASES: PROMINENT INDUSTRY-WISE INSTANCES    69
5.5.1    DEFENCE AND SECURITY    71
5.5.1.1    Case study: Geocento’s ship detection and monitoring the seven seas    71
5.5.2    HEALTHCARE AND LIFE SCIENCES    71
5.5.2.1    Case study: CARTO analyzes England's response to COVID-19
by using data and maps    71
5.5.3    INSURANCE    72
5.5.3.1    Case study: ESRI empowers insurance industry in India    72
5.5.4    ENERGY, UTILITIES, AND NATURAL RESOURCES    72
5.5.4.1    Case study: GeoSpoc detects solar panel anomaly    72
5.5.5    ENGINEERING AND CONSTRUCTION    73
5.5.5.1    Case study: Geospin’s analysis for charging infrastructure    73
5.5.6    GOVERNMENT    74
5.5.6.1    Case study: L3Harris helped an Australian City Council for
tree inventory for leveraging deep learning    74
5.5.7    ENVIRONMENTAL MONITORING    74
5.5.7.1    Case study: Hexagon monitors the forest cover changes in
Madhya Pradesh, India    74
5.5.8    MINING AND MANUFACTURING    75
5.5.8.1    Case study: PhotoSat monitors the oil sands mines of
Alberta, Canada    75
5.5.9    AGRICULTURE    75
5.5.9.1    Case study: GeoSpoc monitors crop health, growth, and yield    75
5.6    SUPPLY/VALUE CHAIN ANALYSIS    76
FIGURE 28    SUPPLY/VALUE CHAIN ANALYSIS    76
TABLE 7    GEOSPATIAL IMAGERY ANALYTICS MARKET: SUPPLY/VALUE CHAIN    77
5.7    PRICING MODEL ANALYSIS    78
5.8    PORTER’S FIVE FORCES ANALYSIS    79
FIGURE 29    GEOSPATIAL IMAGERY ANALYTICS MARKET: PORTER’S FIVE
FORCES ANALYSIS    79
TABLE 8    GEOSPATIAL IMAGERY ANALYTICS MARKET: PORTER’S FIVE
FORCES ANALYSIS    80
5.8.1    THREAT OF NEW ENTRANTS    80
5.8.2    THREAT OF SUBSTITUTES    80
5.8.3    BARGAINING POWER OF SUPPLIERS    80
5.8.4    BARGAINING POWER OF BUYERS    81
5.8.5    INTENSITY OF COMPETITIVE RIVALRY    81
5.9    TECHNOLOGY ANALYSIS    81
5.9.1    ARTIFICIAL INTELLIGENCE AND GEOSPATIAL IMAGERY ANALYTICS    81
5.9.2    MACHINE LEARNING AND GEOSPATIAL IMAGERY ANALYTICS    81
5.9.3    INTERNET OF THINGS AND GEOSPATIAL IMAGERY ANALYTICS    82
5.9.4    CLOUD COMPUTING AND GEOSPATIAL IMAGERY ANALYTICS    82
5.9.5    BLOCKCHAIN AND GEOSPATIAL IMAGERY ANALYTICS    82
5.10    REGULATORY IMPLICATIONS    82
5.10.1    INTRODUCTION    82
5.10.2    SARBANES-OXLEY ACT OF 2002    83
5.10.3    CALIFORNIA CONSUMER PRIVACY ACT    83
5.10.4    PERSONAL DATA PROTECTION ACT    83
5.10.5    OPEN GEOSPATIAL CONSORTIUM    84
5.10.6    WORLD WIDE WEB CONSORTIUM    84
6    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE    85
6.1    INTRODUCTION    86
6.1.1    TYPE: COVID-19 IMPACT    86
FIGURE 30    VIDEO ANALYTICS SEGMENT TO REGISTER HIGHER CAGR DURING
FORECAST PERIOD    86
TABLE 9    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE,
2016–2020 (USD MILLION)    87
TABLE 10    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE,
2021–2026 (USD MILLION)    87

6.2    IMAGERY ANALYTICS    87
6.2.1    TECHNOLOGICAL ADVANCEMENTS IN SATELLITE TECHNOLOGY TO DRIVE ADOPTION OF IMAGERY ANALYTICS SOLUTIONS    87
TABLE 11    IMAGERY ANALYTICS: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY REGION, 2016–2020 (USD MILLION)    87
TABLE 12    IMAGERY ANALYTICS: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY REGION, 2021–2026 (USD MILLION)    88
6.3    VIDEO ANALYTICS    88
6.3.1    ADOPTING DRONES AND VIDEO SURVEILLANCE CAMERAS TO ANALYZE
VIDEO CONTENT TO DRIVE ADOPTION OF VIDEO ANALYTICS    88
TABLE 13    VIDEO ANALYTICS: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    88
TABLE 14    VIDEO ANALYTICS: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    89
7    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM    90
7.1    INTRODUCTION    91
7.1.1    COLLECTION MEDIUM: COVID-19 IMPACT    91
FIGURE 31    UNMANNED AERIAL VEHICLES SEGMENT TO REGISTER HIGHEST
CAGR DURING FORECAST PERIOD    91
TABLE 15    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM, 2016–2020 (USD MILLION)    92
TABLE 16    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM, 2021–2026 (USD MILLION)    92
7.2    GEOGRAPHIC INFORMATION SYSTEM    93
7.2.1    TO FIND GEOGRAPHIC PATTERNS IN DATA AND VISUALIZE ON THE
MAP TO DRIVE GIS ADOPTION    93
TABLE 17    GEOGRAPHIC INFORMATION SYSTEM: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    93
TABLE 18    GEOGRAPHIC INFORMATION SYSTEM: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    93
7.3    SATELLITES    94
7.3.1    NEED TO COLLECT INFORMATION ABOUT LOCATION TO DRIVE
ADOPTION OF SATELLITES    94
TABLE 19    SATELLITES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION,
2016–2020 (USD MILLION)    94
TABLE 20    SATELLITES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION,
2021–2026 (USD MILLION)    94
7.4    UNMANNED AERIAL VEHICLES    95
7.4.1    TO INSPECT VAST INFRASTRUCTURE TO DRIVE THE ADOPTION OF
UNMANNED AERIAL VEHICLES    95
TABLE 21    UNMANNED AERIAL VEHICLES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    95
TABLE 22    UNMANNED AERIAL VEHICLES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    95
7.5    OTHERS    96
TABLE 23    OTHER COLLECTION MEDIUMS: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    96
TABLE 24    OTHER COLLECTION MEDIUMS: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    96
8    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION    97
8.1    INTRODUCTION    98
8.1.1    APPLICATION: COVID-19 IMPACT    98
FIGURE 32    ENERGY AND RESOURCE MANAGEMENT SEGMENT TO REGISTER
HIGHEST CAGR DURING FORECAST PERIOD    98
TABLE 25    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION,
2016–2020 (USD MILLION)    99
TABLE 26    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION,
2021–2026 (USD MILLION)    99
8.2    SURVEILLANCE AND MONITORING    100
8.2.1    RISING USE OF REMOTE SENSING SERVICES TO DRIVE OF SURVEILLANCE AND MONITORING ADOPTION    100
TABLE 27    SURVEILLANCE AND MONITORING: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    100
TABLE 28    SURVEILLANCE AND MONITORING: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    100
8.3    CONSTRUCTION AND DEVELOPMENT    101
8.3.1    TO DEVELOP COST-EFFECTIVE SOLUTIONS WITH SPATIAL DATASETS
TO DRIVE GEOSPATIAL IMAGERY SOLUTIONS ADOPTION    101
TABLE 29    CONSTRUCTION AND DEVELOPMENT: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    101
TABLE 30    CONSTRUCTION AND DEVELOPMENT: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    101
8.4    ENERGY AND RESOURCE MANAGEMENT    102
8.4.1    SURVEY AND MONITOR EARTH RESOURCES AND PROTECT ENVIRONMENT
TO DRIVE SOLUTIONS ADOPTION    102
TABLE 31    ENERGY AND RESOURCE MANAGEMENT: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    102
TABLE 32    ENERGY AND RESOURCE MANAGEMENT: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    102
8.5    CONSERVATION AND RESEARCH    103
8.5.1    NEED TO RESEARCH ABOUT VARIOUS RESOURCES TO DRIVE
MARKET GROWTH    103
TABLE 33    CONSERVATION AND RESEARCH: GEOSPATIAL IMAGERY ANALYTICS
MARKET, BY REGION, 2016–2020 (USD MILLION)    103
TABLE 34    CONSERVATION AND RESEARCH: GEOSPATIAL IMAGERY ANALYTICS
MARKET, BY REGION, 2021–2026 (USD MILLION)    103
8.6    DISASTER MANAGEMENT    104
8.6.1    NEED TO DEVELOP SITUATIONAL AWARENESS AND TRACK WEATHER PATTERNS TO DRIVE MARKET ADOPTION    104
TABLE 35    DISASTER MANAGEMENT: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY REGION, 2016–2020 (USD MILLION)    104
TABLE 36    DISASTER MANAGEMENT: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY REGION, 2021–2026 (USD MILLION)    104

8.7    EXHIBITION AND LIVE ENTERTAINMENT    105
8.7.1    NEED TO MONITOR WEATHER AND GROUND CONDITIONS TO DRIVE ADOPTION OF GEOSPATIAL IMAGERY SOLUTIONS    105
TABLE 37    EXHIBITION AND LIVE ENTERTAINMENT: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    105
TABLE 38    EXHIBITION AND LIVE ENTERTAINMENT: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    105
8.8    OTHER APPLICATIONS    106
TABLE 39    OTHER APPLICATIONS: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY REGION, 2016–2020 (USD MILLION)    106
TABLE 40    OTHER APPLICATIONS: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY REGION, 2021–2026 (USD MILLION)    106
9    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY DEPLOYMENT MODE    107
9.1    INTRODUCTION    108
9.1.1    DEPLOYMENT MODE: COVID-19 IMPACT    108
FIGURE 33    CLOUD SEGMENT TO ACCOUNT FOR HIGHER CAGR DURING FORECAST PERIOD    108
TABLE 41    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY DEPLOYMENT MODE,
2016–2020 (USD MILLION)    108
TABLE 42    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION)    109
9.2    CLOUD    109
9.2.1    REDUCED OPERATIONAL COST AND HIGHER SCALABILITY TO ENABLE GROWTH IN CLOUD-BASED DEPLOYMENTS    109
TABLE 43    CLOUD: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION,
2016–2020 (USD MILLION)    110
TABLE 44    CLOUD: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION,
2021–2026 (USD MILLION)    110
9.3    ON-PREMISES    111
9.3.1    GROWING THREAT OF DATA THEFTS TO DRIVE ADOPTION OF GEOSPATIAL IMAGERY SOLUTIONS    111
TABLE 45    ON-PREMISES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    111
TABLE 46    ON-PREMISES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    111
10    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY ORGANIZATION SIZE    112
10.1    INTRODUCTION    113
10.1.1    ORGANIZATION SIZE: COVID-19 IMPACT    113
FIGURE 34    SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW
AT HIGHER CAGR DURING FORECAST PERIOD    114
TABLE 47    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY ORGANIZATION SIZE,
2016–2020 (USD MILLION)    114
TABLE 48    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION)    114
10.2    LARGE ENTERPRISES    115
10.2.1    LOCATION-BASED SENSORS AND CLOUD ADOPTION TO DRIVE GEOSPATIAL IMAGERY ANALYTICS MARKET ADOPTION    115
TABLE 49    LARGE ENTERPRISES: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY REGION, 2016–2020 (USD MILLION)    115
TABLE 50    LARGE ENTERPRISES: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY REGION, 2021–2026 (USD MILLION)    116
10.3    SMALL AND MEDIUM-SIZED ENTERPRISES    116
10.3.1    ADVANCEMENT IN TECHNOLOGIES AND HIGH-SKILLED IT STAFF TO DRIVE GEOSPATIAL IMAGERY ANALYTICS MARKET    116
TABLE 51    SMALL AND MEDIUM-SIZED ENTERPRISES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    116
TABLE 52    SMALL AND MEDIUM-SIZED ENTERPRISES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    117
11    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY VERTICAL    118
11.1    INTRODUCTION    119
11.1.1    VERTICAL: COVID-19 IMPACT    119
FIGURE 35    HEALTHCARE AND LIFE SCIENCES VERTICAL TO REGISTER HIGHEST
CAGR DURING FORECAST PERIOD    120
TABLE 53    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY VERTICAL,
2016–2020 (USD MILLION)    120
TABLE 54    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY VERTICAL,
2021–2026 (USD MILLION)    121
11.2    INSURANCE    121
11.2.1    BUSINESS PERFORMANCE IMPROVEMENT AND COST REDUCTION
TO DRIVE GEOSPATIAL IMAGERY ANALYTICS MARKET    121
TABLE 55    INSURANCE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION,
2016–2020 (USD MILLION)    122
TABLE 56    INSURANCE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION,
2021–2026 (USD MILLION)    122
11.3    AGRICULTURE    123
11.3.1    REAL-TIME CROP MONITORING AND AUTOMATED RESPONSES WITH
DRONES TO DRIVE ADOPTION OF GEOSPATIAL TECHNOLOGIES    123
TABLE 57    AGRICULTURE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    123
TABLE 58    AGRICULTURE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    123
11.4    DEFENSE AND SECURITY    124
11.4.1    CHANGING GLOBAL SECURITY AND TECHNOLOGICAL ADVANCEMENTS
TO DRIVE MARKET GROWTH    124
TABLE 59    DEFENSE AND SECURITY: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY REGION, 2016–2020 (USD MILLION)    124
TABLE 60    DEFENSE AND SECURITY: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY REGION, 2021–2026 (USD MILLION)    124
11.5    ENVIRONMENTAL MONITORING    125
11.5.1    NEED TO IMPROVE ENVIRONMENTAL CONDITIONS THROUGH TIMELY MONITORING AND SUPERVISION TO DRIVE MARKET GROWTH    125
TABLE 61    ENVIRONMENTAL MONITORING: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    125
TABLE 62    ENVIRONMENTAL MONITORING: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    125
11.6    ENGINEERING AND CONSTRUCTION    126
11.6.1    NEED TO IMPROVE CONSTRUCTION PLANNING USING LOCATIONAL INFORMATION TO DRIVE MARKET GROWTH    126
TABLE 63    ENGINEERING AND CONSTRUCTION: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    126
TABLE 64    ENGINEERING AND CONSTRUCTION: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    126
11.7    MINING AND MANUFACTURING    127
11.7.1    TRANSFORMING SIMPLE MINING ACTIVITIES INTO ACTIONABLE INFORMATION TO DRIVE MARKET GROWTH    127
TABLE 65    MINING AND MANUFACTURING: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    127
TABLE 66    MINING AND MANUFACTURING: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    128
11.8    HEALTHCARE AND LIFE SCIENCES    128
11.8.1    MONITORING GLOBAL DISEASES AND DELIVERING REAL-TIME DATA
TO DRIVE MARKET GROWTH    128
TABLE 67    HEALTHCARE AND LIFE SCIENCES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    128
TABLE 68    HEALTHCARE AND LIFE SCIENCES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    129
11.9    ENERGY, UTILITIES, AND NATURAL RESOURCES    129
11.9.1    DEMAND FOR ENERGY AND UTILITY PRODUCTION, DISTRIBUTION, AND CONSUMPTION TO DRIVE MARKET GROWTH    129
TABLE 69    ENERGY, UTILITIES, AND NATURAL RESOURCES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    130
TABLE 70    ENERGY, UTILITIES, AND NATURAL RESOURCES: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    130
11.10    GOVERNMENT    130
11.10.1    IMPROVED SERVICES AND ACCURATE INFORMATION FOR DECISION-MAKERS TO DRIVE MARKET GROWTH    130
TABLE 71    GOVERNMENT: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    131
TABLE 72    GOVERNMENT: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    131
11.11    OTHER VERTICALS    131
TABLE 73    OTHER VERTICALS: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    132
TABLE 74    OTHER VERTICALS: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    132

12    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION    133
12.1    INTRODUCTION    134
FIGURE 36    INDIA AND JAPAN TO ACCOUNT FOR HIGHEST CAGRS DURING
FORECAST PERIOD    134
FIGURE 37    ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD    135
TABLE 75    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION,
2016–2020 (USD MILLION)    135
TABLE 76    GEOSPATIAL IMAGERY ANALYTICS MARKET, BY REGION,
2021–2026 (USD MILLION)    135
12.2    NORTH AMERICA    136
12.2.1    NORTH AMERICA: COVID-19 IMPACT    136
TABLE 77    NORTH AMERICA: PROMINENT PLAYERS    137
12.2.2    NORTH AMERICA: REGULATIONS    137
12.2.2.1    Personal Information Protection and Electronic
Documents Act (PIPEDA)    137
12.2.2.2    Gramm–Leach–Bliley (GLB) Act    137
12.2.2.3    Health Insurance Portability and Accountability Act (HIPAA) of 1996    137
12.2.2.4    Federal Information Security Management Act (FISMA)    138
12.2.2.5    Federal Information Processing Standards (FIPS)    138
12.2.2.6    California Consumer Privacy Act (CSPA)    138
FIGURE 38    NORTH AMERICA: MARKET SNAPSHOT    139
TABLE 78    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE, 2016–2020 (USD MILLION)    139
TABLE 79    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE, 2021–2026 (USD MILLION)    139
TABLE 80    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY COLLECTION MEDIUM, 2016–2020 (USD MILLION)    140
TABLE 81    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY COLLECTION MEDIUM, 2021–2026 (USD MILLION)    140
TABLE 82    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY APPLICATION, 2016–2020 (USD MILLION)    140
TABLE 83    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY APPLICATION, 2021–2026 (USD MILLION)    141
TABLE 84    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)    141
TABLE 85    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    141
TABLE 86    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)    141
TABLE 87    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    142
TABLE 88    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY VERTICAL, 2016–2020 (USD MILLION)    142
TABLE 89    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY VERTICAL, 2021–2026 (USD MILLION)    143
TABLE 90    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COUNTRY, 2016–2020 (USD MILLION)    143
TABLE 91    NORTH AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY COUNTRY, 2021–2026 (USD MILLION)    143
12.2.3    UNITED STATES    144
12.2.3.1    Presence of tech-giants and increased use of internet to drive geospatial imagery analytics market growth    144
12.2.4    CANADA    144
12.2.4.1    Startup ecosystem and transformation into data-driven
organizations to drive market growth in Canada    144
12.3    EUROPE    145
12.3.1    EUROPE: COVID-19 IMPACT    145
TABLE 92    EUROPE: PROMINENT PLAYERS    146
12.3.2    EUROPE: REGULATIONS    146
12.3.2.1    General Data Protection Regulation (GDPR)    146
12.3.2.2    European Committee for Standardization (CEN)    146
12.3.2.3    EU’s General Court    147
TABLE 93    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE,
2016–2020 (USD MILLION)    147
TABLE 94    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE,
2021–2026 (USD MILLION)    147
TABLE 95    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM, 2016–2020 (USD MILLION)    147
TABLE 96    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM, 2021–2026 (USD MILLION)    148
TABLE 97    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION, 2016–2020 (USD MILLION)    148
TABLE 98    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)    148
TABLE 99    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)    149
TABLE 100    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    149
TABLE 101    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)    149
TABLE 102    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    149
TABLE 103    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY VERTICAL,
2016–2020 (USD MILLION)    150
TABLE 104    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY VERTICAL,
2021–2026 (USD MILLION)    150
TABLE 105    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COUNTRY,
2016–2020 (USD MILLION)    151
TABLE 106    EUROPE: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COUNTRY,
2021–2026 (USD MILLION)    151
12.3.3    UNITED KINGDOM    151
12.3.3.1    Advanced IT infrastructure, technologies, and continued transition toward online services to drive market growth    151
12.3.4    GERMANY    152
12.3.4.1    Government initiatives for technological developments in the manufacturing vertical to drive market growth    152
12.3.5    FRANCE    152
12.3.5.1    R&D investments, digitalization, and strong hold of defense and manufacturing verticals to drive market growth    152
12.3.6    REST OF EUROPE    153
12.4    ASIA PACIFIC    153
12.4.1    ASIA PACIFIC: COVID-19 IMPACT    153
TABLE 107    ASIA PACIFIC: PROMINENT PLAYERS    154
12.4.2    ASIA PACIFIC: REGULATIONS    155
12.4.2.1    Personal Data Protection Act (PDPA)    155
12.4.2.2    International Organization for Standardization (ISO) 27001    155
FIGURE 39    ASIA PACIFIC: MARKET SNAPSHOT    156
TABLE 108    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE,
2016–2020 (USD MILLION)    156
TABLE 109    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE,
2021–2026 (USD MILLION)    157
TABLE 110    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM, 2016–2020 (USD MILLION)    157
TABLE 111    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM, 2021–2026 (USD MILLION)    157
TABLE 112    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION, 2016–2020 (USD MILLION)    158
TABLE 113    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)    158
TABLE 114    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)    158
TABLE 115    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    159
TABLE 116    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)    159
TABLE 117    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    159
TABLE 118    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY VERTICAL, 2016–2020 (USD MILLION)    160
TABLE 119    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY VERTICAL, 2021–2026 (USD MILLION)    160
TABLE 120    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COUNTRY, 2016–2020 (USD MILLION)    161
TABLE 121    ASIA PACIFIC: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COUNTRY, 2021–2026 (USD MILLION)    161
12.4.3    CHINA    161
12.4.3.1    Driving policy support and technological investments to fuel
adoption of geospatial imagery analytics    161
12.4.4    JAPAN    162
12.4.4.1    Rise of innovative technologies and collaboration between governments and businesses in Japan    162
12.4.5    INDIA    162
12.4.5.1    Shift of local entrepreneurs in technologies to provide support to Indian companies in the geospatial imagery analytics market    162
12.4.6    REST OF ASIA PACIFIC    163
12.5    MIDDLE EAST AND AFRICA    163
12.5.1    MIDDLE EAST AND AFRICA: COVID-19 IMPACT    164
TABLE 122    MIDDLE EAST AND AFRICA: PROMINENT PLAYERS    164
12.5.2    MIDDLE EAST AND AFRICA: REGULATIONS    164
12.5.2.1    Israeli Privacy Protection Regulations (Data Security), 5777-2017    164
12.5.2.2    GDPR Applicability in KSA    165
12.5.2.3    Protection of Personal Information Act (POPIA)    165
TABLE 123    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY TYPE, 2016–2020 (USD MILLION)    165
TABLE 124    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY TYPE, 2021–2026 (USD MILLION)    165
TABLE 125    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY COLLECTION MEDIUM, 2016–2020 (USD MILLION)    166
TABLE 126    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY COLLECTION MEDIUM, 2021–2026 (USD MILLION)    166
TABLE 127    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY APPLICATION, 2016–2020 (USD MILLION)    166
TABLE 128    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY APPLICATION, 2021–2026 (USD MILLION)    167
TABLE 129    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)    167
TABLE 130    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    167
TABLE 131    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)    168
TABLE 132    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    168
TABLE 133    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY VERTICAL, 2016–2020 (USD MILLION)    168
TABLE 134    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY VERTICAL, 2021–2026 (USD MILLION)    169
TABLE 135    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY REGION, 2016–2020 (USD MILLION)    169
TABLE 136    MIDDLE EAST AND AFRICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY REGION, 2021–2026 (USD MILLION)    169
12.5.3    AFRICA    170
12.5.3.1    Growing digitalization in Africa to offer opportunities for
deploying geospatial imagery analytics solutions    170
12.5.4    REST OF MIDDLE EAST AND AFRICA    171
12.5.4.1    Increase in globalization to grow geospatial imagery analytics solutions in the rest of Middle East & Africa    171
12.6    LATIN AMERICA    171
12.6.1    LATIN AMERICA: COVID-19 IMPACT    171
TABLE 137    LATIN AMERICA: PROMINENT PLAYERS    172
12.6.2    LATIN AMERICA: REGULATIONS    172
12.6.2.1    Brazil Data Protection Law    172
12.6.2.2    Argentina Personal Data Protection Law No. 25.326    173
TABLE 138    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE,
2016–2020 (USD MILLION)    173
TABLE 139    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY TYPE,
2021–2026 (USD MILLION)    173
TABLE 140    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM, 2016–2020 (USD MILLION)    174
TABLE 141    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COLLECTION MEDIUM, 2021–2026 (USD MILLION)    174
TABLE 142    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY APPLICATION, 2016–2020 (USD MILLION)    174
TABLE 143    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY APPLICATION, 2021–2026 (USD MILLION)    175
TABLE 144    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)    175
TABLE 145    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    175
TABLE 146    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)    176
TABLE 147    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    176
TABLE 148    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY VERTICAL, 2016–2020 (USD MILLION)    176
TABLE 149    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY VERTICAL, 2021–2026 (USD MILLION)    177
TABLE 150    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COUNTRY, 2016–2020 (USD MILLION)    177
TABLE 151    LATIN AMERICA: GEOSPATIAL IMAGERY ANALYTICS MARKET, BY COUNTRY, 2021–2026 (USD MILLION)    177
12.6.3    BRAZIL    178
12.6.3.1    Increased use of internet, technologies, and government organizations to increase demand for these solutions    178
12.6.4    MEXICO    178
12.6.4.1    Increasing trade, rising customer base, and government
initiatives to grow geospatial imagery analytics    178
12.6.5    REST OF LATIN AMERICA    179
13    COMPETITIVE LANDSCAPE    180
13.1    OVERVIEW    180
13.2    KEY PLAYER STRATEGIES    180
TABLE 152    OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN THE
GEOSPATIAL IMAGERY ANALYTICS MARKET    180
13.3    REVENUE ANALYSIS    181
FIGURE 40    REVENUE ANALYSIS FOR KEY COMPANIES IN THE PAST FIVE YEARS    181
13.4    MARKET SHARE ANALYSIS    182
FIGURE 41    GEOSPATIAL IMAGERY ANALYTICS MARKET: MARKET SHARE ANALYSIS    182
TABLE 153    GEOSPATIAL IMAGERY ANALYTICS MARKET: DEGREE OF COMPETITION    183
13.5    COMPETITIVE BENCHMARKING    183
TABLE 154    TOP THREE COMPANY APPLICATION FOOTPRINT    183
TABLE 155    COMPANY REGION FOOTPRINT    184
13.6    COMPANY EVALUATION QUADRANT    185
13.6.1    STARS    185
13.6.2    EMERGING LEADERS    185
13.6.3    PERVASIVE PLAYERS    185
13.6.4    PARTICIPANTS    185
FIGURE 42    KEY GEOSPATIAL IMAGERY ANALYTICS MARKET PLAYERS,
COMPANY EVALUATION MATRIX, 2021    186
13.7    COMPETITIVE SCENARIO    187
13.7.1    PRODUCT LAUNCHES    187
TABLE 156    PRODUCT LAUNCHES, SEPTEMBER 2020–NOVEMBER 2021    187
13.7.2    DEALS    188
TABLE 157    DEALS, APRIL 2019–NOVEMBER 2021    188
14    COMPANY PROFILES    189
14.1    INTRODUCTION    189
14.2    KEY PLAYERS    190
(Business and financial overview, Products/solutions/services offered, Product launches and enhancements, Deals, MnM view, Key strengths/right to win, Weaknesses and competitive threats)*
14.2.1    MICROSOFT    190
TABLE 158    MICROSOFT: BUSINESS OVERVIEW    190
FIGURE 43    MICROSOFT: COMPANY SNAPSHOT    191
14.2.2    GOOGLE    194
TABLE 159    GOOGLE: BUSINESS OVERVIEW    194
FIGURE 44    GOOGLE: COMPANY SNAPSHOT    195
14.2.3    ALTERYX    198
TABLE 160    ALTERYX: BUSINESS OVERVIEW    198
FIGURE 45    ALTERYX: COMPANY SNAPSHOT    199
14.2.4    RMSI    202
TABLE 161    RMSI: BUSINESS OVERVIEW    202
14.2.5    ESRI    203
TABLE 162    ESRI: BUSINESS OVERVIEW    203
14.2.6    TOMTOM    205
TABLE 163    TOMTOM: BUSINESS OVERVIEW    205
FIGURE 46    TOMTOM: COMPANY SNAPSHOT    206
14.2.7    TRIMBLE    208
TABLE 164    TRIMBLE: BUSINESS OVERVIEW    208
FIGURE 47    TRIMBLE: COMPANY SNAPSHOT    209
14.2.8    MAXAR TECHNOLOGIES    211
TABLE 165    MAXAR TECHNOLOGIES: BUSINESS OVERVIEW    211
FIGURE 48    MAXAR TECHNOLOGIES: COMPANY SNAPSHOT    212
14.2.9    L3HARRIS TECHNOLOGIES    214
TABLE 166    L3HARRIS TECHNOLOGIES: BUSINESS OVERVIEW    214
FIGURE 49    L3HARRIS TECHNOLOGIES: COMPANY SNAPSHOT    214
14.2.10    ORACLE    217
TABLE 167    ORACLE: BUSINESS OVERVIEW    217
FIGURE 50    ORACLE: COMPANY SNAPSHOT    218
14.2.11    OLA    221
TABLE 168    OLA: BUSINESS OVERVIEW    221
14.2.12    PLANET LABS    223
TABLE 169    PLANET LABS: BUSINESS OVERVIEW    223
14.2.13    HEXAGON AB    225
TABLE 170    HEXAGON AB: BUSINESS OVERVIEW    225
FIGURE 51    HEXAGON AB: COMPANY SNAPSHOT    226
TABLE 171    HEXAGON AB: DEALS    227
14.2.14    ORBITAL INSIGHT    228
14.2.15    URTHECAST    228
14.2.16    GEOCENTO    229
14.2.17    SPARKGEO    229
14.2.18    MAPIDEA    230
14.2.19    ZILLIONINFO    230
14.2.20    GEOSPIN    231
14.3    STARTUPS    232
14.3.1    ONEVIEW    232
14.3.2    BOSTON GEOSPATIAL    232
14.3.3    SAFEGRAPH    233
14.3.4    HYDROSAT INC    234
14.3.5    GEOVERRA    235
14.3.6    SLINGSHOT AEROSPACE    235
*Details on Business and financial overview, Products/solutions/services offered, Product launches and enhancements, Deals, MnM view, Key strengths/right to win, Weaknesses and competitive threats might not be captured in case of unlisted companies."
"15    ADJACENT AND RELATED MARKETS    236
15.1    GEOGRAPHIC INFORMATION SYSTEM MARKET    236
15.1.1    MARKET DEFINITION    236
15.1.2    MARKET OVERVIEW    236
15.1.3    GEOGRAPHIC INFORMATION SYSTEM MARKET, BY OFFERING    236
TABLE 172    GEOGRAPHIC INFORMATION SYSTEM MARKET, BY OFFERING,
2018–2025 (USD BILLION)    237
15.1.4    GEOGRAPHIC INFORMATION SYSTEM MARKET, BY INDUSTRY    237
TABLE 173    GEOGRAPHIC INFORMATION SYSTEM MARKET, BY INDUSTRY,
2018–2025 (USD MILLION)    237
15.1.5    GEOGRAPHIC INFORMATION SYSTEM MARKET, BY REGION    238
TABLE 174    GEOGRAPHIC INFORMATION SYSTEM MARKET, BY REGION,
2018–2025 (USD MILLION)    238
15.2    GEOSPATIAL ANALYTICS MARKET    238
15.2.1    MARKET DEFINITION    238
15.2.2    MARKET OVERVIEW    238
15.2.2.1    Geospatial analytics market, by component    239
TABLE 175    GEOSPATIAL ANALYTICS MARKET SIZE, BY COMPONENT,
2016–2020 (USD MILLION)    239
TABLE 176    GEOSPATIAL ANALYTICS MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION)    239
15.2.2.2    Geospatial analytics market, by type    239
TABLE 177    GEOSPATIAL ANALYTICS MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)    240
TABLE 178    GEOSPATIAL ANALYTICS MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)    240
15.2.2.3    Geospatial analytics market, by deployment mode    240
TABLE 179    GEOSPATIAL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2016–2020 (USD MILLION)    240
TABLE 180    GEOSPATIAL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION)    241
15.2.2.4    Geospatial analytics market, by organization size    241
TABLE 181    GEOSPATIAL ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2016–2020 (USD MILLION)    241
TABLE 182    GEOSPATIAL ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION)    241
15.2.2.5    Geospatial analytics market, by application    242
TABLE 183    GEOSPATIAL ANALYTICS MARKET SIZE, BY APPLICATION,
2016–2020 (USD MILLION)    242
TABLE 184    GEOSPATIAL ANALYTICS MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION)    242
15.2.2.6    Geospatial analytics market, by vertical    242
TABLE 185    GEOSPATIAL ANALYTICS MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION)    243
TABLE 186    GEOSPATIAL ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION)    243
15.2.2.7    Geospatial analytics market, by region    244
TABLE 187    GEOSPATIAL ANALYTICS MARKET SIZE, BY REGION,
2016–2020 (USD MILLION)    244
TABLE 188    GEOSPATIAL ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)    244

16    APPENDIX    245
16.1    DISCUSSION GUIDE    245
16.2    KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL    250
16.3    AVAILABLE CUSTOMIZATIONS    252
16.4    RELATED REPORTS    252
16.5    AUTHOR DETAILS    253"