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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、テクノロジー、展開モード、組織規模、用途、垂直方向、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

地理空間分析市場は、2022年の674億米ドルから2027年には1199億米ドルに成長し、予測期間中に12.2%のCAGRで推移すると予測されます。予測期間を通じて地理空間分析市場技術の採用を促進すると予想される主要な要... もっと見る

　

　

出版社 出版年月 電子版価格 ページ数 図表数 言語
MarketsandMarkets
マーケッツアンドマーケッツ 		2022年9月1日 US$4,950
シングルユーザライセンス
ライセンス・価格情報
注文方法はこちら 		284 342 英語

日本語のページは自動翻訳を利用し作成しています。


　

サマリー

地理空間分析市場は、2022年の674億米ドルから2027年には1199億米ドルに成長し、予測期間中に12.2%のCAGRで推移すると予測されます。予測期間を通じて地理空間分析市場技術の採用を促進すると予想される主要な要素は、IoTセンサーの地理的展開の増加です。発展途上国の中小企業は、インターネットの普及が進んでいるため、IoTセンサーを利用できるようになりました。地理空間データと組み合わせることで、企業全体で使用されるデバイス、車両、機器からのマシンデータをこれらのIoTセンサーで収集・処理し、企業がより良い意思決定を行えるようにすることができる。
地理空間解析がML、IoTなど他の技術と統合されたことで、地理空間解析の市場は驚異的な成長を遂げていました。ロケーションインテリジェンスや地理情報システムなどの技術は、新しい企業の発展を刺激し、新しい企業が市場を破壊することを可能にし、市場のリーダーがより高いレベルで機能することを可能にすることができるのです。

予測期間中、ネットワーク＆ロケーションアナリティクス分野のCAGRが最も高くなると予測
地理空間解析は、タイプ別に、サーフェス＆フィールド解析、ネットワーク＆ロケーション解析、ジオビジュアライゼーション、その他のタイプ（ジオコンピューティング、ジオシミュレーションなど）に分類されていた。中でもネットワーク＆ロケーションアナリティクスは、予測期間中に最も高いCAGRを記録するセグメントである。ネットワーク＆ロケーションアナリティクスは、特定の地域や時間における地理的なデータを調査するものである。さらに、犯罪の発生状況、道路周辺の店舗位置、交通情報などの情報収集を支援します。ロジスティクスと輸送分野の企業は、ネットワークとロケーションの分析を頻繁に採用し、困難なルーティングの問題を解決しています。また、現場での売上を伸ばすために活用することもできます。IoTの発展、市場や競合のインテリジェンスの重視、垂直方向にわたる空間データの拡大などの傾向から、ネットワーク＆ロケーションアナリティクス市場は急速に拡大しています。


データ統合＆ETLソリューションは、予測期間中に最も高いCAGRで成長すると登録されている
ソリューション別では、ジオコーディング＆リバースジオコーディング、データ統合＆ETL、レポート＆ビジュアライゼーション、テーママッピング＆空間分析、その他のソリューションに区分される。データ統合＆ETLソリューションは、予測期間中に13.8％の最高のCAGRで成長すると登録されています。構造化および非構造化データが生成されると、ユーザーが必要なときにいつでも復元できるように、統合する必要があります。ETLは、さまざまな主要トランザクションからデータを取得、変換し、企業のデータウェアハウスなどの中央ロケーションにインポートするために使用されます。これらの関連するタスクは、データ統合とETLのソリューションを使用することによって完了します。データ統合ソリューションは、ビジネスインテリジェンス（BI）のために複数の異種ソースからデータを集約し、顧客サービスを向上させるために必要です。これは、データ統合およびETL市場の拡大を促進する重要な要因の1つです。データ統合とETLは、アジア太平洋地域で最も高いCAGRで成長すると予想されています。

アプリケーションの中でも、測量アプリケーションは予測期間中に最大の市場規模を記録すると予想されています。
測量は、地表の2点間の距離と角度を計算する方法です。インフラ、交通、都市計画、スマートシティなどの開発に不可欠であり、土地の境界を決定することもあります。測量アプリケーションの需要を促進する主な要因の1つは、計画や建設における測量の需要です。測量分野は、より大きな市場シェアを占めると推定され、2022年の11、877百万米ドルから2027年には20、823百万米ドルに成長し、予測期間中のCAGRは11.9％と予測されています。

プライマリーの内訳
地理空間分析市場で事業を展開する様々な主要組織の最高経営責任者（CEO）、イノベーション・技術責任者、システムインテグレーター、経営幹部に対して詳細なインタビューを実施した。
企業別ではティアI：62％、ティアII：23％、ティアIII：15
役職別Cレベルエグゼクティブ38%, D-レベルエグゼクティブ:Cレベル：38％、Dレベル：30％、マネージャー：32
地域別APAC地域別：APAC: 35%、ヨーロッパ: 15%、北米: 40%、MEA: 5%、ラテンアメリカ: 5
本レポートでは、地理空間分析のソリューションやサービスを提供する主要企業の調査も行っています。世界の地理空間アナリティクス市場における主要ベンダーのプロファイルを掲載しています。地理空間分析の世界市場における主要ベンダーは、Esri（米国）、Precisely（米国）、Caliper Corporation（米国）、Blue Marble Geographic（米国）、Google（米国）、eSpatial（アイルランド）、HexagonAB（スイス）、TomTom（オランダ）、Trimble（米国）、Maxar Technologies（米国）、RMSI（インド）、Maplarge（米国）、General Electric（米国）、Bentley Systems（米国）、Fugro（オランダ）などがあります。
調査対象
本市場調査は、セグメントにわたる地理空間分析市場を対象としています。コンポーネント、ソリューション、テクノロジー、展開モード、組織規模、アプリケーション、タイプ、垂直、地域など、さまざまなセグメントにおける市場規模や成長性を推定することを目的としています。また、市場の主要企業の詳細な競合分析、企業プロファイル、製品および事業の提供に関する主な見解、最近の開発、主要な市場戦略も掲載しています。
本レポートを購入する主な利点
本レポートは、この市場における市場リーダー／新規参入者に、地理空間分析市場全体とそのサブセグメントにおける収益数の最も近い概算に関する情報を提供するものと思われます。利害関係者が競争状況を理解し、自社のビジネスを位置づけ、適切な市場参入戦略を計画するためのより良い洞察を得るのに役立つでしょう。また、利害関係者が市場の脈動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供します。

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目次

1 INTRODUCTION 44
1.1 OBJECTIVES 44
1.2 MARKET DEFINITION 44
1.2.1 INCLUSIONS AND EXCLUSIONS 45
1.3 MARKET SCOPE 46
1.3.1 MARKET SEGMENTATION 46
1.3.2 REGIONS COVERED 47
1.3.3 YEARS CONSIDERED 47
1.4 CURRENCY CONSIDERED 48
TABLE 1 USD EXCHANGE RATES, 2019–2021 48
1.5 STAKEHOLDERS 48
1.6 SUMMARY OF CHANGES 49
2 RESEARCH METHODOLOGY 50
2.1 RESEARCH DATA 50
FIGURE 1 GEOSPATIAL ANALYTICS MARKET: RESEARCH DESIGN 50
2.1.1 SECONDARY DATA 51
2.1.2 PRIMARY DATA 51
2.1.2.1 Breakup of primary profiles 51
FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS, BY COMPANY TYPE, DESIGNATION, AND REGION 51
TABLE 2 PRIMARY INTERVIEWS 52
2.1.2.2 Key industry insights 52
2.2 DATA TRIANGULATION 53
FIGURE 3 GEOSPATIAL ANALYTICS MARKET: DATA TRIANGULATION 53
2.3 MARKET SIZE ESTIMATION 54
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY─ APPROACH 1 (SUPPLY SIDE): REVENUE OF GEOSPATIAL ANALYTICS SOLUTIONS AND SERVICES 54
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY─APPROACH 1 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL GEOSPATIAL ANALYTICS VENDORS 55
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY─APPROACH 2 TOP-DOWN (DEMAND SIDE): GEOSPATIAL INDUSTRY SPENDING 56
2.4 MARKET FORECAST 57
TABLE 3 FACTOR ANALYSIS 57
2.5 ASSUMPTIONS 58
2.6 LIMITATIONS 58
3 EXECUTIVE SUMMARY 59
FIGURE 7 LEADING SEGMENTS IN GEOSPATIAL ANALYTICS MARKET IN 2022 61
3.1 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL 61
FIGURE 8 GOVERNMENT VERTICAL TO LEAD MARKET IN 2022 61
4 PREMIUM INSIGHTS 62
4.1 ATTRACTIVE OPPORTUNITIES IN GEOSPATIAL ANALYTICS MARKET 62
FIGURE 9 INCREASE IN NUMBER OF AI- AND ML-BASED GIS SOLUTIONS TO DRIVE MARKET GROWTH 62
4.2 GEOSPATIAL ANALYTICS MARKET, BY COMPONENT 62
FIGURE 10 GEOSPATIAL ANALYTICS SOLUTIONS TO DOMINATE MARKET IN 2022 62
4.3 GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE 63
FIGURE 11 GEOCODING & REVERSE GEOCODING SEGMENT TO BE LARGEST MARKET IN 2022 63
4.4 GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE 63
FIGURE 12 INTEGRATION & DEPLOYMENT SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 63
4.5 GEOSPATIAL ANALYTICS MARKET, BY TYPE 64
FIGURE 13 NETWORK & LOCATION ANALYTICS MARKET TO LEAD IN 2022 64
4.6 GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE 64
FIGURE 14 ON-PREMISE DEPLOYMENT TO BE MORE PREFERRED IN 2022 64
4.7 GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE 65
FIGURE 15 SMALL & MEDIUM-SIZED ENTERPRISES TO UTILIZE GEOANALYTICS AT HIGHER RATE DURING FORECAST PERIOD 65
4.8 GEOSPATIAL ANALYTICS MARKET, BY APPLICATION 65
FIGURE 16 SURVEYING TO LEAD MARKET AMONG APPLICATIONS IN 2022 65
4.9 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL 66
FIGURE 17 GOVERNMENT TO LEAD MARKET AS END-USE VERTICAL IN 2022 66
4.10 GEOSPATIAL ANALYTICS MARKET, BY REGION 66
FIGURE 18 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 66
5 MARKET OVERVIEW AND TRENDS 67
5.1 INTRODUCTION 67
5.2 MARKET DYNAMICS 67
FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: GEOSPATIAL ANALYTICS MARKET 67
5.2.1 DRIVERS 67
5.2.1.1 Increase in number of AI- and ML-based GIS solutions 67
5.2.1.2 Development of smart cities and urbanization 68
5.2.1.3 Higher deployment of IoT sensors across locations 68
5.2.1.4 Advancements in big data analytics 69
5.2.1.5 Competitive advantage to organizations across verticals 69
5.2.2 RESTRAINTS 69
5.2.2.1 Concerns related to geoprivacy and confidential data 69
5.2.2.2 High cost of GIS solutions and geospatial data barriers 69
5.2.2.3 Location-based technologies (LBT) gaining momentum to increase RoI 70
5.2.3 OPPORTUNITIES 70
5.2.3.1 Technical advancements in 4D GIS software 70
5.2.3.2 Advancements in 5G communications technology 70
5.2.3.3 High adoption rate in small and medium-sized enterprises 71
5.2.4 CHALLENGES 71
5.2.4.1 Lack of awareness related to capabilities and benefits of geospatial analytics 71
5.2.4.2 Lack of skilled manpower 71
5.3 GEOSPATIAL ANALYTICS: EVOLUTION 72
FIGURE 20 EVOLUTION OF GEOSPATIAL ANALYTICS 73
5.4 ECOSYSTEM 73
TABLE 4 GEOSPATIAL ANALYTICS MARKET: ECOSYSTEM 73
5.5 CASE STUDY ANALYSIS 74
5.5.1 BANKING, FINANCIAL SERVICES, AND INSURANCE 74
5.5.1.1 Esri offered its geospatial platform solution for Bajaj Finserv to serve customers better 74
5.5.2 EDUCATION 75
5.5.2.1 Esri enabled Chesley District Community School to engage students in geography classes 75
5.5.3 UTILITIES 75
5.5.3.1 RMSI helped US-based electric and gas company to enhance spatial accuracy 75
5.5.3.2 Oracle implemented its solution to help Electric Authority of Cyprus streamline spatial data processing and analysis 75
5.5.4 HEALTHCARE 76
5.5.4.1 Sanitas implements CARTO’s solution to evaluate and ensure future expansion during site planning 76
5.5.5 GOVERNMENT 76
5.5.5.1 Implementing SAP solution enabled City of San Diego to improve city emergency services 76
5.6 VALUE CHAIN ANALYSIS 77
FIGURE 21 VALUE CHAIN ANALYSIS 77
5.7 PORTER’S FIVE FORCES 78
FIGURE 22 GEOSPATIAL ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS 78
TABLE 5 IMPACT OF EACH PORTER’S FORCE ON GEOSPATIAL ANALYTICS MARKET 78
5.7.1 THREAT FROM NEW ENTRANTS 79
5.7.2 THREAT FROM SUBSTITUTES 79
5.7.3 BARGAINING POWER OF BUYERS 79
5.7.4 BARGAINING POWER OF SUPPLIERS 79
5.7.5 INTENSITY OF COMPETITIVE RIVALRY 80
5.8 PRICING ANALYSIS 80
TABLE 6 GEOSPATIAL ANALYTICS MARKET: PRICING LEVELS 80
FIGURE 23 AVERAGE SELLING PRICES OF KEY COMPANIES (USD) 81
5.9 PATENT ANALYSIS 81
5.9.1 METHODOLOGY 81
5.9.2 DOCUMENT TYPE 81
TABLE 7 PATENTS FILED, 2018–2021 81
5.9.3 INNOVATION AND PATENT APPLICATIONS 82
FIGURE 24 ANNUAL NUMBER OF PATENTS GRANTED, 2018–2021 82
5.9.3.1 Top applicants 82
FIGURE 25 TOP TEN PATENT APPLICANTS, 2018–2021 82
TABLE 8 US: TOP TEN PATENT OWNERS IN GEOSPATIAL ANALYTICS MARKET, 2018–2021 83
5.10 TECHNOLOGY ANALYSIS 83
5.10.1 ARTIFICIAL INTELLIGENCE 83
5.10.2 MACHINE LEARNING 83
5.10.3 SMART SENSORS AND IOT 84
5.10.4 CLOUD COMPUTING 84
5.10.5 BLOCKCHAIN 84
5.10.6 UNMANNED VEHICLE SYSTEMS AND DRONES 84
5.10.7 SIMULATION 85
5.11 KEY CONFERENCES & EVENTS 85
TABLE 9 GEOSPATIAL ANALYTICS MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2022–2023 85
5.12 TARIFF AND REGULATORY LANDSCAPE 86
5.12.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
TABLE 13 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88
TABLE 14 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88
5.12.2 NORTH AMERICA: REGULATIONS 89
5.12.2.1 Personal Information Protection and Electronic Documents Act (PIPEDA) 89
5.12.2.2 Gramm-Leach-Bliley (GLB) Act 89
5.12.2.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996 89
5.12.2.4 Federal Information Security Management Act (FISMA) 89
5.12.2.5 Federal Information Processing Standards (FIPS) 90
5.12.2.6 California Consumer Privacy Act (CSPA) 90
5.12.3 EUROPE: TARIFFS AND REGULATIONS 90
5.12.3.1 GDPR 2016/679 is a regulation in the EU 90
5.12.3.2 General Data Protection Regulation 91
5.12.3.3 European Committee for Standardization (CEN) 91
5.12.3.4 European Technical Standards Institute (ETSI) 91
5.13 KEY STAKEHOLDERS & BUYING CRITERIA 91
5.13.1 KEY STAKEHOLDERS IN THE BUYING PROCESS 91
TABLE 15 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE APPLICATIONS 91
5.13.2 BUYING CRITERIA 92
TABLE 16 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 92
6 GEOSPATIAL ANALYTICS MARKET, BY COMPONENT 93
6.1 INTRODUCTION 94
6.1.1 COMPONENT: MARKET DRIVERS 94
FIGURE 26 GEOSPATIAL ANALYTICS SOLUTIONS TO LEAD MARKET DURING FORECAST PERIOD 95
TABLE 17 GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 95
TABLE 18 GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 95
6.2 SOLUTIONS 95
6.2.1 COMPANIES INVEST IN GEOSPATIAL ANALYTICS SOLUTIONS TO UNDERSTAND BUSINESS TRENDS AND INCREASE PRODUCTIVITY 95
TABLE 19 GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 96
TABLE 20 GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 96
6.3 SERVICES 96
6.3.1 DEMAND FOR SUPPORTING SERVICES TO GROW WITH INCREASE IN SOLUTION ADOPTION AMONG ORGANIZATIONS 96
FIGURE 27 INTEGRATION & DEPLOYMENT SERVICES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 97
TABLE 21 GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION) 97
TABLE 22 GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION) 97
TABLE 23 GEOSPATIAL ANALYTICS SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION) 98
TABLE 24 GEOSPATIAL ANALYTICS SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION) 98
6.3.1.1 Consulting 98
TABLE 25 GEOSPATIAL ANALYTICS CONSULTING SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION) 98
TABLE 26 GEOSPATIAL ANALYTICS CONSULTING SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION) 99
6.3.1.2 Deployment & integration 99
TABLE 27 GEOSPATIAL ANALYTICS DEPLOYMENT & INTEGRATION SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION) 99
TABLE 28 GEOSPATIAL ANALYTICS DEPLOYMENT & INTEGRATION SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION) 100
6.3.1.3 Support & Maintenance 100
TABLE 29 GEOSPATIAL ANALYTICS SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION) 100
TABLE 30 GEOSPATIAL ANALYTICS SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION) 101
7 GEOSPATIAL ANALYTICS MARKET, BY SOLUTION 102
7.1 INTRODUCTION 103
7.1.1 SOLUTION: MARKET DRIVERS 103
FIGURE 28 GEOCODING & REVERSE GEOCODING SOLUTIONS TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD 103
TABLE 31 GEOSPATIAL ANALYTIC SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION) 104
TABLE 32 GEOSPATIAL ANALYTIC SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION) 104
7.2 GEOCODING & REVERSE GEOCODING 104
7.2.1 NEED TO PERFORM RISK ASSESSMENTS TO DRIVE ADOPTION OF GEOCODING & REVERSE GEOCODING SOLUTIONS 104
TABLE 33 GEOCODING & REVERSE GEOCODING SOLUTIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 105
TABLE 34 GEOCODING & REVERSE GEOCODING SOLUTIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 105
7.3 DATA INTEGRATION & ETL 105
7.3.1 ETL’S ABILITY TO EXTRACT GEOGRAPHIC DATA FROM ANY SOURCE SYSTEM TO FUEL ADOPTION OF GEOSPATIAL SOLUTIONS 105
TABLE 35 GEOSPATIAL DATA INTEGRATION & ETL SOLUTIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 106
TABLE 36 GEOSPATIAL DATA INTEGRATION & ETL SOLUTIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 106
7.4 REPORTING & VISUALIZATION 106
7.4.1 REPORTING & VISUALIZATION SOLUTION TO OFFER DETAILED SIMPLIFIED ANALYSIS OF COMPLEX DATA FOR CUSTOMERS 106
TABLE 37 GEOSPATIAL REPORTING & VISUALIZATION SOLUTIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 107
TABLE 38 GEOSPATIAL REPORTING & VISUALIZATION SOLUTIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 107
7.5 THEMATIC MAPPING & SPATIAL ANALYSIS 107
7.5.1 THEMATIC MAPPING & SPATIAL ANALYTICS PROVIDE RAPID VISUAL REPRESENTATIONS OF GEOGRAPHICAL DATA 107
TABLE 39 GEOSPATIAL THEMATIC MAPPING & SPATIAL ANALYSIS MARKET, BY REGION, 2016–2021 (USD MILLION) 108
TABLE 40 GEOSPATIAL THEMATIC MAPPING & SPATIAL ANALYSIS MARKET, BY REGION, 2022–2027 (USD MILLION) 108
7.6 OTHER SOLUTIONS 108
TABLE 41 OTHER GEOSPATIAL ANALYTIC SOLUTIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 109
TABLE 42 OTHER GEOSPATIAL ANALYTIC SOLUTIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 109
8 GEOSPATIAL ANALYTICS MARKET, BY TYPE 110
8.1 INTRODUCTION 111
8.1.1 TYPE: MARKET DRIVERS 111
FIGURE 29 NETWORK & LOCATION ANALYTICS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 111
TABLE 43 GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2016–2021 (USD MILLION) 112
TABLE 44 GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2022–2027 (USD MILLION) 112
8.2 SURFACE & FIELD ANALYTICS 112
8.2.1 SURFACE & FIELD ANALYTICS TO BE ADOPTED IN MANY VERTICALS AS THEY FACILITATE STRATEGIC DECISION-MAKING 112
TABLE 45 GEOSPATIAL SURFACE & FIELD ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 113
TABLE 46 GEOSPATIAL SURFACE AND FIELD ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 113
8.3 NETWORK & LOCATION ANALYTICS 113
8.3.1 INCREASE IN ADOPTION OF GEOSPATIAL ANALYTICS TECHNOLOGIES ACROSS VERTICALS TO DRIVE MARKET 113
TABLE 47 GEOSPATIAL NETWORK & LOCATION ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 114
TABLE 48 GEOSPATIAL NETWORK & LOCATION ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 114
8.4 GEOVISUALIZATION 114
8.4.1 GEOVISUALIZATION TO HELP COMPANIES IDENTIFY MOST PROFITABLE AND NEW GEOGRAPHIES FOR BUSINESS EXPANSIONS 114
TABLE 49 GEOVISUALIZATION MARKET, BY REGION, 2016–2021 (USD MILLION) 115
TABLE 50 GEOVISUALIZATION MARKET, BY REGION, 2022–2027 (USD MILLION) 115
8.5 OTHER TYPES 115
TABLE 51 OTHER GEOSPATIAL ANALYTICS TYPES MARKET, BY REGION, 2016–2021 (USD MILLION) 116
TABLE 52 OTHER GEOSPATIAL ANALYTICS TYPES MARKET, BY REGION, 2022–2027 (USD MILLION) 116
9 GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY 117
9.1 INTRODUCTION 117
9.1.1 TECHNOLOGY: MARKET DRIVERS 117
9.2 REMOTE SENSING 117
9.2.1 REMOTE SENSING TO ENABLE SCIENTISTS TO MEASURE SPATIALLY COMPLEX AND SOCIAL PHENOMENA AT VARYING SCALES 117
9.3 GLOBAL POSITIONING SYSTEM 117
9.3.1 GPS TECHNOLOGY TO PROVIDE TREMENDOUS CAPABILITIES IN CONSUMER, COMMERCIAL, INDUSTRIAL, AND MILITARY APPLICATIONS 117
9.4 GEOGRAPHIC INFORMATION SYSTEM 118
9.4.1 GIS TECHNOLOGY TO SIGNIFICANTLY BOOST GEOSPATIAL ANALYTICS MARKET 118
9.5 OTHER TECHNOLOGIES 118
10 GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE 119
10.1 INTRODUCTION 120
10.1.1 DEPLOYMENT MODE: MARKET DRIVERS 120
FIGURE 30 ON-PREMISES SEGMENT TO LEAD GEOSPATIAL ANALYTICS MARKET DURING FORECAST PERIOD 120
TABLE 53 GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 120
TABLE 54 GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 121
10.2 ON-PREMISES 121
10.2.1 RAPID ACCEPTANCE OF CLOUD COMPUTING SOLUTIONS TO AFFECT GROWTH OF ON-PREMISE GEOSPATIAL ANALYTICS DEPLOYMENT 121
TABLE 55 ON-PREMISES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 121
TABLE 56 ON-PREMISES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 122
10.3 CLOUD 122
10.3.1 IMPLEMENTATION OF SAAS DEPLOYMENT MODEL IN ORGANIZATIONS TO FUEL GROWTH OF SOLUTIONS ON CLOUD 122
TABLE 57 CLOUD-BASED: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 123
TABLE 58 CLOUD-BASED: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 123
11 GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE 124
11.1 INTRODUCTION 125
11.1.1 ORGANIZATION SIZE: MARKET DRIVERS 125
FIGURE 31 SMALL- & MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 125
TABLE 59 GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 125
TABLE 60 GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 126
11.2 LARGE ENTERPRISES 126
11.2.1 ADOPTION OF WIRELESS DEVICES AND LOCATION-BASED SENSORS TO DRIVE GEOSPATIAL SOLUTIONS IN LARGE ENTERPRISES 126
TABLE 61 LARGE ENTERPRISES MARKET, BY REGION, 2016–2021 (USD MILLION) 126
TABLE 62 LARGE ENTERPRISES MARKET, BY REGION, 2022–2027 (USD MILLION) 127
11.3 SMALL- & MEDIUM-SIZED ENTERPRISES 127
11.3.1 COMPETITIVE MARKET SCENARIO TO PROMPT SMES TO INVEST IN GEOSPATIAL SOLUTIONS AND SERVICES 127
TABLE 63 SMALL- & MEDIUM-SIZED ENTERPRISES MARKET, BY REGION, 2016–2021 (USD MILLION) 127
TABLE 64 SMALL- & MEDIUM-SIZED ENTERPRISES MARKET, BY REGION, 2022–2027 (USD MILLION) 128
12 GEOSPATIAL ANALYTICS MARKET, BY APPLICATION 129
12.1 INTRODUCTION 130
12.1.1 APPLICATION: MARKET DRIVERS 130
FIGURE 32 SURVEYING APPLICATION TO LEAD GEOSPATIAL ANALYTICS MARKET DURING FORECAST PERIOD 131
TABLE 65 GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2016–2021 (USD MILLION) 131
TABLE 66 GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 132
12.2 SURVEYING 132
12.2.1 GIS SOLUTIONS ARE USED FOR SURVEYING IN VARIOUS END-USER VERTICALS TO OPTIMIZE AVAILABLE RESOURCES 132
TABLE 67 SURVEYING APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 133
TABLE 68 SURVEYING APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 133
12.3 MEDICINE & PUBLIC SAFETY 133
12.3.1 GEOSPATIAL ANALYTICS HELP HOSPITALS AND HEALTH SYSTEMS PROBE COMPLEX ELEMENTS AND OFFER CRUCIAL SOLUTIONS 133
TABLE 69 MEDICINE & PUBLIC SAFETY APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 134
TABLE 70 MEDICINE & PUBLIC SAFETY APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 134
12.4 DISASTER RISK REDUCTION & MANAGEMENT 134
12.4.1 GEOSPATIAL DATA IN A BASE MAP OR ENVIRONMENTAL SENSITIVITY INDEX MAP TO HELP ANALYZE VULNERABILITY TO IMPENDING DISASTERS 134
TABLE 71 DISASTER RISK REDUCTION & MANAGEMENT APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 135
TABLE 72 DISASTER RISK REDUCTION & MANAGEMENT APPLICATIONS, BY REGION, 2022–2027 (USD MILLION) 135
12.5 URBAN PLANNING 135
12.5.1 GIS SOFTWARE COULD PRECISELY DEPICT CHANGES ON GROUND FOR ALL PERTINENT PARTIES 135
TABLE 73 URBAN PLANNING APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 136
TABLE 74 URBAN PLANNING APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 136
12.6 TRANSPORTATION PLANNING & MANAGEMENT 136
12.6.1 GIS ASSISTANCE IN IMPROVING TRANSPORTATION TO FUEL ADOPTION ACROSS MARKET 136
TABLE 75 TRANSPORTATION PLANNING & MANAGEMENT APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 137
TABLE 76 TRANSPORTATION PLANNING & MANAGEMENT APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 137
12.7 NATURAL RESOURCE MANAGEMENT 137
12.7.1 IMPLEMENTATION OF GEOSPATIAL ANALYTICS IN NATURAL RESOURCE MANAGEMENT: REMEDY FOR ISSUES SUCH AS CLIMATE CHANGE 137
TABLE 77 NATURAL RESOURCE MANAGEMENT APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 138
TABLE 78 NATURAL RESOURCE MANAGEMENT APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 138
12.8 AGRICULTURAL VALUE CHAIN 138
12.8.1 GEOSPATIAL ANALYTICS INCREASINGLY USEFUL FOR FARMERS TO PROVIDE EFFICIENT RESOURCE MANAGEMENT 138
TABLE 79 AGRICULTURAL VALUE CHAIN APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 139
TABLE 80 AGRICULTURAL VALUE CHAIN APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 139
12.9 ENVIRONMENTAL IMPACT ANALYSIS 139
12.9.1 GIS TO ENHANCE EIA AND MITIGATION PROCESS, ALSO OFFERING USEFUL MAPPING TECHNIQUES 139
TABLE 81 ENVIRONMENTAL IMPACT ANALYSIS APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 140
TABLE 82 ENVIRONMENTAL IMPACT ANALYSIS APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 140
12.10 OTHER APPLICATIONS 140
TABLE 83 OTHER APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 140
TABLE 84 OTHER APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 141
13 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL 142
13.1 INTRODUCTION 143
13.1.1 VERTICALS: MARKET DRIVERS 143
FIGURE 33 AGRICULTURE VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 144
TABLE 85 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 145
TABLE 86 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 145
13.2 ENERGY & UTILITY 145
13.2.1 GIS AIDS ELECTRIC UTILITY COMPANIES IN DATA MANAGEMENT, PLANNING AND ANALYSIS, AND SITUATIONAL AWARENESS 145
TABLE 87 ENERGY & UTILITY: USE CASES 146
TABLE 88 ENERGY & UTILITY VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 146
TABLE 89 ENERGY & UTILITY VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 147
13.3 GOVERNMENT 147
13.3.1 EGOVERNANCE TO EMERGE AS DRIVING FORCE FOR GOVERNMENTS 147
TABLE 90 GOVERNMENT: USE CASES 147
TABLE 91 GOVERNMENT VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 147
TABLE 92 GOVERNMENT VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 148
13.4 DEFENSE & INTELLIGENCE 148
13.4.1 GEOSPATIAL DATA TO HELP BORDER SECURITY OPERATIONS WITH SITUATIONAL AWARENESS 148
TABLE 93 DEFENSE & INTELLIGENCE: USE CASES 148
TABLE 94 DEFENSE & INTELLIGENCE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 149
TABLE 95 DEFENSE & INTELLIGENCE VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 149
13.5 BANKING, FINANCIAL SERVICES, AND INSURANCE 149
13.5.1 GEOSPATIAL TOOLS AND ANALYTICS TO ENABLE DIGITAL PORTFOLIO MANAGEMENT FROM COMMON DATA REPOSITORY 149
TABLE 96 BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES 150
TABLE 97 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 150
TABLE 98 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 150
13.6 REAL ESTATE & CONSTRUCTION 151
13.6.1 GIS TO ENHANCE CONSTRUCTION PLANNING BY COMBINING LOCATIONAL AND THEMATIC INFORMATION IN SINGLE ENVIRONMENT 151
TABLE 99 REAL ESTATE & CONSTRUCTION: USE CASES 151
TABLE 100 REAL ESTATE & CONSTRUCTION VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 151
TABLE 101 REAL ESTATE & CONSTRUCTION VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 152
13.7 HEALTHCARE 152
13.7.1 GEOSPATIAL ANALYTICS TO AID HEALTHCARE PROFESSIONALS IN IDENTIFYING HEALTH TRENDS AND TARGETING HEALING EFFORTS 152
TABLE 102 HEALTHCARE: USE CASES 152
TABLE 103 HEALTHCARE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 153
TABLE 104 HEALTHCARE VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 153
13.8 MINING & NATURAL RESOURCES 153
13.8.1 INCREASE IN ADOPTION OF GEOSPATIAL ANALYTICS TECHNOLOGIES ACROSS VERTICALS TO DRIVE MARKET 153
TABLE 105 MINING & NATURAL RESOURCES: USE CASES 154
TABLE 106 MINING & NATURAL RESOURCES VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 154
TABLE 107 MINING & NATURAL RESOURCES VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 154
13.9 AUTOMOTIVE & TRANSPORTATION 154
13.9.1 ANALYZING THE LOCAL DEMAND FOR AUTOMOTIVE VEHICLES TO DRIVE GEOSPATIAL ANALYTICS USE 154
TABLE 108 AUTOMOTIVE & TRANSPORTATION: USE CASES 155
TABLE 109 AUTOMOTIVE & TRANSPORTATION VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 155
TABLE 110 AUTOMOTIVE & TRANSPORTATION VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 156
13.10 AGRICULTURE 156
13.10.1 GIS TO ASSIST IN ESTIMATING EFFECTIVE CROP YIELD, ANALYZING THE SOIL AMENDMENT, AND FINDING REMEDIES FOR SOIL EROSION 156
TABLE 111 AGRICULTURE: USE CASES 156
TABLE 112 AGRICULTURE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 156
TABLE 113 AGRICULTURE VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 157
13.11 OTHER VERTICALS 157
TABLE 114 OTHER VERTICALS MARKET, BY REGION, 2016–2021 (USD MILLION) 157
TABLE 115 OTHER VERTICALS MARKET, BY REGION, 2022–2027 (USD MILLION) 158
14 GEOSPATIAL ANALYTICS MARKET, BY REGION 159
14.1 INTRODUCTION 160
FIGURE 34 VIETNAM TO RECORD HIGHEST CAGR GLOBALLY DURING FORECAST PERIOD 160
FIGURE 35 ASIA PACIFIC TO WITNESS FASTEST GROWTH DURING FORECAST PERIOD 160
TABLE 116 GEOSPATIAL ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 161
TABLE 117 GEOSPATIAL ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 161
14.2 NORTH AMERICA 161
14.2.1 NORTH AMERICA: MARKET DRIVERS 161
FIGURE 36 NORTH AMERICA: MARKET SNAPSHOT 162
TABLE 118 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 162
TABLE 119 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 163
TABLE 120 NORTH AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION) 163
TABLE 121 NORTH AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION) 163
TABLE 122 NORTH AMERICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION) 163
TABLE 123 NORTH AMERICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION) 164
TABLE 124 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2016–2021 (USD MILLION) 164
TABLE 125 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2022–2027 (USD MILLION) 164
TABLE 126 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 164
TABLE 127 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 165
TABLE 128 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 165
TABLE 129 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 165
TABLE 130 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2016–2021 (USD MILLION) 165
TABLE 131 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 166
TABLE 132 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 166
TABLE 133 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 167
TABLE 134 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 167
TABLE 135 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 167
14.2.2 US 168
14.2.2.1 Increase in adoption of geospatial analytics technologies across verticals to drive market 168
14.2.3 CANADA 168
14.2.3.1 Rise in awareness of benefits of geospatial analytics gained significant popularity in Canada 168
14.3 EUROPE 169
14.3.1 EUROPE: MARKET DRIVERS 169
TABLE 136 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 169
TABLE 137 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 169
TABLE 138 EUROPE: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION) 170
TABLE 139 EUROPE: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION) 170
TABLE 140 EUROPE: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION) 170
TABLE 141 EUROPE: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION) 171
TABLE 142 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2016–2021 (USD MILLION) 171
TABLE 143 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2022–2027 (USD MILLION) 171
TABLE 144 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 171
TABLE 145 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 172
TABLE 146 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 172
TABLE 147 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 172
TABLE 148 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2016–2021 (USD MILLION) 172
TABLE 149 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 173
TABLE 150 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 173
TABLE 151 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 174
TABLE 152 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 174
TABLE 153 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 174
14.3.2 UK 175
14.3.2.1 Various initiatives and laws by UK government in favor of geospatial analytics to propel its growth 175
14.3.3 GERMANY 175
14.3.3.1 Government initiatives for technological development across various verticals to support market growth 175
14.3.4 FRANCE 176
14.3.4.1 Strong position in transportation and construction sectors and government investments to drive growth in France 176
14.3.5 REST OF EUROPE 176
14.4 ASIA PACIFIC 177
14.4.1 ASIA PACIFIC: MARKET DRIVERS 177
FIGURE 37 ASIA PACIFIC: MARKET SNAPSHOT 178
TABLE 154 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 178
TABLE 155 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 179
TABLE 156 ASIA PACIFIC: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION) 179
TABLE 157 ASIA PACIFIC: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION) 179
TABLE 158 ASIA PACIFIC: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION) 180
TABLE 159 ASIA PACIFIC: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION) 180
TABLE 160 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2016–2021 (USD MILLION) 180
TABLE 161 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2022–2027 (USD MILLION) 180
TABLE 162 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 181
TABLE 163 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 181
TABLE 164 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 181
TABLE 165 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 181
TABLE 166 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2016–2021 (USD MILLION) 182
TABLE 167 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 182
TABLE 168 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 183
TABLE 169 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 183
TABLE 170 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 184
TABLE 171 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 184
14.4.2 CHINA 184
14.4.2.1 Government initiatives and investments for developing infrastructure and technology to fuel adoption of geospatial analytics 184
14.4.3 THAILAND 185
14.4.3.1 Rapid investments across several verticals to position Thailand as potential market 185
14.4.4 MYANMAR 185
14.4.4.1 Initiatives by government for developing infrastructure and technology fuel adoption of geospatial analytics 185
14.4.5 VIETNAM 186
14.4.5.1 Shift from traditional agricultural economy to digital economy to offer opportunity to implement geospatial technologies 186
14.4.6 JAPAN 186
14.4.6.1 Rise of innovative technologies and government initiatives to drive use of geospatial analytics technologies 186
14.4.7 INDIA 186
14.4.7.1 Rapid adoption of GIS in infrastructure development to drive growth of market 186
14.4.8 REST OF ASIA PACIFIC 187
14.5 MIDDLE EAST & AFRICA 187
14.5.1 MIDDLE EAST & AFRICA: MARKET DRIVERS 188
TABLE 172 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 188
TABLE 173 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 188
TABLE 174 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION) 188
TABLE 175 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION) 189
TABLE 176 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION) 189
TABLE 177 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION) 189
TABLE 178 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2016–2021 (USD MILLION) 189
TABLE 179 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2022–2027 (USD MILLION) 190
TABLE 180 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 190
TABLE 181 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 190
TABLE 182 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 190
TABLE 183 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 191
TABLE 184 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2016–2021 (USD MILLION) 191
TABLE 185 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 191
TABLE 186 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 192
TABLE 187 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 192
TABLE 188 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY SUBREGION, 2016–2021 (USD MILLION) 193
TABLE 189 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY SUBREGION, 2022–2027 (USD MILLION) 193
14.5.2 MIDDLE EAST 193
14.5.2.1 Adoption of emerging technologies in Middle East to offer market opportunities 193
14.5.3 AFRICA 194
14.5.3.1 Initiatives taken by government and private players to enable opportunities in geospatial analytics market 194

　

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Summary

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. 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).
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.



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Table of Contents

1 INTRODUCTION 44
1.1 OBJECTIVES 44
1.2 MARKET DEFINITION 44
1.2.1 INCLUSIONS AND EXCLUSIONS 45
1.3 MARKET SCOPE 46
1.3.1 MARKET SEGMENTATION 46
1.3.2 REGIONS COVERED 47
1.3.3 YEARS CONSIDERED 47
1.4 CURRENCY CONSIDERED 48
TABLE 1 USD EXCHANGE RATES, 2019–2021 48
1.5 STAKEHOLDERS 48
1.6 SUMMARY OF CHANGES 49
2 RESEARCH METHODOLOGY 50
2.1 RESEARCH DATA 50
FIGURE 1 GEOSPATIAL ANALYTICS MARKET: RESEARCH DESIGN 50
2.1.1 SECONDARY DATA 51
2.1.2 PRIMARY DATA 51
2.1.2.1 Breakup of primary profiles 51
FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS, BY COMPANY TYPE, DESIGNATION, AND REGION 51
TABLE 2 PRIMARY INTERVIEWS 52
2.1.2.2 Key industry insights 52
2.2 DATA TRIANGULATION 53
FIGURE 3 GEOSPATIAL ANALYTICS MARKET: DATA TRIANGULATION 53
2.3 MARKET SIZE ESTIMATION 54
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY─ APPROACH 1 (SUPPLY SIDE): REVENUE OF GEOSPATIAL ANALYTICS SOLUTIONS AND SERVICES 54
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY─APPROACH 1 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL GEOSPATIAL ANALYTICS VENDORS 55
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY─APPROACH 2 TOP-DOWN (DEMAND SIDE): GEOSPATIAL INDUSTRY SPENDING 56
2.4 MARKET FORECAST 57
TABLE 3 FACTOR ANALYSIS 57
2.5 ASSUMPTIONS 58
2.6 LIMITATIONS 58
3 EXECUTIVE SUMMARY 59
FIGURE 7 LEADING SEGMENTS IN GEOSPATIAL ANALYTICS MARKET IN 2022 61
3.1 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL 61
FIGURE 8 GOVERNMENT VERTICAL TO LEAD MARKET IN 2022 61
4 PREMIUM INSIGHTS 62
4.1 ATTRACTIVE OPPORTUNITIES IN GEOSPATIAL ANALYTICS MARKET 62
FIGURE 9 INCREASE IN NUMBER OF AI- AND ML-BASED GIS SOLUTIONS TO DRIVE MARKET GROWTH 62
4.2 GEOSPATIAL ANALYTICS MARKET, BY COMPONENT 62
FIGURE 10 GEOSPATIAL ANALYTICS SOLUTIONS TO DOMINATE MARKET IN 2022 62
4.3 GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE 63
FIGURE 11 GEOCODING & REVERSE GEOCODING SEGMENT TO BE LARGEST MARKET IN 2022 63
4.4 GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE 63
FIGURE 12 INTEGRATION & DEPLOYMENT SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 63
4.5 GEOSPATIAL ANALYTICS MARKET, BY TYPE 64
FIGURE 13 NETWORK & LOCATION ANALYTICS MARKET TO LEAD IN 2022 64
4.6 GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE 64
FIGURE 14 ON-PREMISE DEPLOYMENT TO BE MORE PREFERRED IN 2022 64
4.7 GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE 65
FIGURE 15 SMALL & MEDIUM-SIZED ENTERPRISES TO UTILIZE GEOANALYTICS AT HIGHER RATE DURING FORECAST PERIOD 65
4.8 GEOSPATIAL ANALYTICS MARKET, BY APPLICATION 65
FIGURE 16 SURVEYING TO LEAD MARKET AMONG APPLICATIONS IN 2022 65
4.9 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL 66
FIGURE 17 GOVERNMENT TO LEAD MARKET AS END-USE VERTICAL IN 2022 66
4.10 GEOSPATIAL ANALYTICS MARKET, BY REGION 66
FIGURE 18 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 66
5 MARKET OVERVIEW AND TRENDS 67
5.1 INTRODUCTION 67
5.2 MARKET DYNAMICS 67
FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: GEOSPATIAL ANALYTICS MARKET 67
5.2.1 DRIVERS 67
5.2.1.1 Increase in number of AI- and ML-based GIS solutions 67
5.2.1.2 Development of smart cities and urbanization 68
5.2.1.3 Higher deployment of IoT sensors across locations 68
5.2.1.4 Advancements in big data analytics 69
5.2.1.5 Competitive advantage to organizations across verticals 69
5.2.2 RESTRAINTS 69
5.2.2.1 Concerns related to geoprivacy and confidential data 69
5.2.2.2 High cost of GIS solutions and geospatial data barriers 69
5.2.2.3 Location-based technologies (LBT) gaining momentum to increase RoI 70
5.2.3 OPPORTUNITIES 70
5.2.3.1 Technical advancements in 4D GIS software 70
5.2.3.2 Advancements in 5G communications technology 70
5.2.3.3 High adoption rate in small and medium-sized enterprises 71
5.2.4 CHALLENGES 71
5.2.4.1 Lack of awareness related to capabilities and benefits of geospatial analytics 71
5.2.4.2 Lack of skilled manpower 71
5.3 GEOSPATIAL ANALYTICS: EVOLUTION 72
FIGURE 20 EVOLUTION OF GEOSPATIAL ANALYTICS 73
5.4 ECOSYSTEM 73
TABLE 4 GEOSPATIAL ANALYTICS MARKET: ECOSYSTEM 73
5.5 CASE STUDY ANALYSIS 74
5.5.1 BANKING, FINANCIAL SERVICES, AND INSURANCE 74
5.5.1.1 Esri offered its geospatial platform solution for Bajaj Finserv to serve customers better 74
5.5.2 EDUCATION 75
5.5.2.1 Esri enabled Chesley District Community School to engage students in geography classes 75
5.5.3 UTILITIES 75
5.5.3.1 RMSI helped US-based electric and gas company to enhance spatial accuracy 75
5.5.3.2 Oracle implemented its solution to help Electric Authority of Cyprus streamline spatial data processing and analysis 75
5.5.4 HEALTHCARE 76
5.5.4.1 Sanitas implements CARTO’s solution to evaluate and ensure future expansion during site planning 76
5.5.5 GOVERNMENT 76
5.5.5.1 Implementing SAP solution enabled City of San Diego to improve city emergency services 76
5.6 VALUE CHAIN ANALYSIS 77
FIGURE 21 VALUE CHAIN ANALYSIS 77
5.7 PORTER’S FIVE FORCES 78
FIGURE 22 GEOSPATIAL ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS 78
TABLE 5 IMPACT OF EACH PORTER’S FORCE ON GEOSPATIAL ANALYTICS MARKET 78
5.7.1 THREAT FROM NEW ENTRANTS 79
5.7.2 THREAT FROM SUBSTITUTES 79
5.7.3 BARGAINING POWER OF BUYERS 79
5.7.4 BARGAINING POWER OF SUPPLIERS 79
5.7.5 INTENSITY OF COMPETITIVE RIVALRY 80
5.8 PRICING ANALYSIS 80
TABLE 6 GEOSPATIAL ANALYTICS MARKET: PRICING LEVELS 80
FIGURE 23 AVERAGE SELLING PRICES OF KEY COMPANIES (USD) 81
5.9 PATENT ANALYSIS 81
5.9.1 METHODOLOGY 81
5.9.2 DOCUMENT TYPE 81
TABLE 7 PATENTS FILED, 2018–2021 81
5.9.3 INNOVATION AND PATENT APPLICATIONS 82
FIGURE 24 ANNUAL NUMBER OF PATENTS GRANTED, 2018–2021 82
5.9.3.1 Top applicants 82
FIGURE 25 TOP TEN PATENT APPLICANTS, 2018–2021 82
TABLE 8 US: TOP TEN PATENT OWNERS IN GEOSPATIAL ANALYTICS MARKET, 2018–2021 83
5.10 TECHNOLOGY ANALYSIS 83
5.10.1 ARTIFICIAL INTELLIGENCE 83
5.10.2 MACHINE LEARNING 83
5.10.3 SMART SENSORS AND IOT 84
5.10.4 CLOUD COMPUTING 84
5.10.5 BLOCKCHAIN 84
5.10.6 UNMANNED VEHICLE SYSTEMS AND DRONES 84
5.10.7 SIMULATION 85
5.11 KEY CONFERENCES & EVENTS 85
TABLE 9 GEOSPATIAL ANALYTICS MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2022–2023 85
5.12 TARIFF AND REGULATORY LANDSCAPE 86
5.12.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
TABLE 13 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88
TABLE 14 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88
5.12.2 NORTH AMERICA: REGULATIONS 89
5.12.2.1 Personal Information Protection and Electronic Documents Act (PIPEDA) 89
5.12.2.2 Gramm-Leach-Bliley (GLB) Act 89
5.12.2.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996 89
5.12.2.4 Federal Information Security Management Act (FISMA) 89
5.12.2.5 Federal Information Processing Standards (FIPS) 90
5.12.2.6 California Consumer Privacy Act (CSPA) 90
5.12.3 EUROPE: TARIFFS AND REGULATIONS 90
5.12.3.1 GDPR 2016/679 is a regulation in the EU 90
5.12.3.2 General Data Protection Regulation 91
5.12.3.3 European Committee for Standardization (CEN) 91
5.12.3.4 European Technical Standards Institute (ETSI) 91
5.13 KEY STAKEHOLDERS & BUYING CRITERIA 91
5.13.1 KEY STAKEHOLDERS IN THE BUYING PROCESS 91
TABLE 15 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE APPLICATIONS 91
5.13.2 BUYING CRITERIA 92
TABLE 16 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 92
6 GEOSPATIAL ANALYTICS MARKET, BY COMPONENT 93
6.1 INTRODUCTION 94
6.1.1 COMPONENT: MARKET DRIVERS 94
FIGURE 26 GEOSPATIAL ANALYTICS SOLUTIONS TO LEAD MARKET DURING FORECAST PERIOD 95
TABLE 17 GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 95
TABLE 18 GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 95
6.2 SOLUTIONS 95
6.2.1 COMPANIES INVEST IN GEOSPATIAL ANALYTICS SOLUTIONS TO UNDERSTAND BUSINESS TRENDS AND INCREASE PRODUCTIVITY 95
TABLE 19 GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 96
TABLE 20 GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 96
6.3 SERVICES 96
6.3.1 DEMAND FOR SUPPORTING SERVICES TO GROW WITH INCREASE IN SOLUTION ADOPTION AMONG ORGANIZATIONS 96
FIGURE 27 INTEGRATION & DEPLOYMENT SERVICES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 97
TABLE 21 GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION) 97
TABLE 22 GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION) 97
TABLE 23 GEOSPATIAL ANALYTICS SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION) 98
TABLE 24 GEOSPATIAL ANALYTICS SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION) 98
6.3.1.1 Consulting 98
TABLE 25 GEOSPATIAL ANALYTICS CONSULTING SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION) 98
TABLE 26 GEOSPATIAL ANALYTICS CONSULTING SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION) 99
6.3.1.2 Deployment & integration 99
TABLE 27 GEOSPATIAL ANALYTICS DEPLOYMENT & INTEGRATION SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION) 99
TABLE 28 GEOSPATIAL ANALYTICS DEPLOYMENT & INTEGRATION SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION) 100
6.3.1.3 Support & Maintenance 100
TABLE 29 GEOSPATIAL ANALYTICS SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION) 100
TABLE 30 GEOSPATIAL ANALYTICS SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION) 101
7 GEOSPATIAL ANALYTICS MARKET, BY SOLUTION 102
7.1 INTRODUCTION 103
7.1.1 SOLUTION: MARKET DRIVERS 103
FIGURE 28 GEOCODING & REVERSE GEOCODING SOLUTIONS TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD 103
TABLE 31 GEOSPATIAL ANALYTIC SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION) 104
TABLE 32 GEOSPATIAL ANALYTIC SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION) 104
7.2 GEOCODING & REVERSE GEOCODING 104
7.2.1 NEED TO PERFORM RISK ASSESSMENTS TO DRIVE ADOPTION OF GEOCODING & REVERSE GEOCODING SOLUTIONS 104
TABLE 33 GEOCODING & REVERSE GEOCODING SOLUTIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 105
TABLE 34 GEOCODING & REVERSE GEOCODING SOLUTIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 105
7.3 DATA INTEGRATION & ETL 105
7.3.1 ETL’S ABILITY TO EXTRACT GEOGRAPHIC DATA FROM ANY SOURCE SYSTEM TO FUEL ADOPTION OF GEOSPATIAL SOLUTIONS 105
TABLE 35 GEOSPATIAL DATA INTEGRATION & ETL SOLUTIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 106
TABLE 36 GEOSPATIAL DATA INTEGRATION & ETL SOLUTIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 106
7.4 REPORTING & VISUALIZATION 106
7.4.1 REPORTING & VISUALIZATION SOLUTION TO OFFER DETAILED SIMPLIFIED ANALYSIS OF COMPLEX DATA FOR CUSTOMERS 106
TABLE 37 GEOSPATIAL REPORTING & VISUALIZATION SOLUTIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 107
TABLE 38 GEOSPATIAL REPORTING & VISUALIZATION SOLUTIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 107
7.5 THEMATIC MAPPING & SPATIAL ANALYSIS 107
7.5.1 THEMATIC MAPPING & SPATIAL ANALYTICS PROVIDE RAPID VISUAL REPRESENTATIONS OF GEOGRAPHICAL DATA 107
TABLE 39 GEOSPATIAL THEMATIC MAPPING & SPATIAL ANALYSIS MARKET, BY REGION, 2016–2021 (USD MILLION) 108
TABLE 40 GEOSPATIAL THEMATIC MAPPING & SPATIAL ANALYSIS MARKET, BY REGION, 2022–2027 (USD MILLION) 108
7.6 OTHER SOLUTIONS 108
TABLE 41 OTHER GEOSPATIAL ANALYTIC SOLUTIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 109
TABLE 42 OTHER GEOSPATIAL ANALYTIC SOLUTIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 109
8 GEOSPATIAL ANALYTICS MARKET, BY TYPE 110
8.1 INTRODUCTION 111
8.1.1 TYPE: MARKET DRIVERS 111
FIGURE 29 NETWORK & LOCATION ANALYTICS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 111
TABLE 43 GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2016–2021 (USD MILLION) 112
TABLE 44 GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2022–2027 (USD MILLION) 112
8.2 SURFACE & FIELD ANALYTICS 112
8.2.1 SURFACE & FIELD ANALYTICS TO BE ADOPTED IN MANY VERTICALS AS THEY FACILITATE STRATEGIC DECISION-MAKING 112
TABLE 45 GEOSPATIAL SURFACE & FIELD ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 113
TABLE 46 GEOSPATIAL SURFACE AND FIELD ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 113
8.3 NETWORK & LOCATION ANALYTICS 113
8.3.1 INCREASE IN ADOPTION OF GEOSPATIAL ANALYTICS TECHNOLOGIES ACROSS VERTICALS TO DRIVE MARKET 113
TABLE 47 GEOSPATIAL NETWORK & LOCATION ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 114
TABLE 48 GEOSPATIAL NETWORK & LOCATION ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 114
8.4 GEOVISUALIZATION 114
8.4.1 GEOVISUALIZATION TO HELP COMPANIES IDENTIFY MOST PROFITABLE AND NEW GEOGRAPHIES FOR BUSINESS EXPANSIONS 114
TABLE 49 GEOVISUALIZATION MARKET, BY REGION, 2016–2021 (USD MILLION) 115
TABLE 50 GEOVISUALIZATION MARKET, BY REGION, 2022–2027 (USD MILLION) 115
8.5 OTHER TYPES 115
TABLE 51 OTHER GEOSPATIAL ANALYTICS TYPES MARKET, BY REGION, 2016–2021 (USD MILLION) 116
TABLE 52 OTHER GEOSPATIAL ANALYTICS TYPES MARKET, BY REGION, 2022–2027 (USD MILLION) 116
9 GEOSPATIAL ANALYTICS MARKET, BY TECHNOLOGY 117
9.1 INTRODUCTION 117
9.1.1 TECHNOLOGY: MARKET DRIVERS 117
9.2 REMOTE SENSING 117
9.2.1 REMOTE SENSING TO ENABLE SCIENTISTS TO MEASURE SPATIALLY COMPLEX AND SOCIAL PHENOMENA AT VARYING SCALES 117
9.3 GLOBAL POSITIONING SYSTEM 117
9.3.1 GPS TECHNOLOGY TO PROVIDE TREMENDOUS CAPABILITIES IN CONSUMER, COMMERCIAL, INDUSTRIAL, AND MILITARY APPLICATIONS 117
9.4 GEOGRAPHIC INFORMATION SYSTEM 118
9.4.1 GIS TECHNOLOGY TO SIGNIFICANTLY BOOST GEOSPATIAL ANALYTICS MARKET 118
9.5 OTHER TECHNOLOGIES 118
10 GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE 119
10.1 INTRODUCTION 120
10.1.1 DEPLOYMENT MODE: MARKET DRIVERS 120
FIGURE 30 ON-PREMISES SEGMENT TO LEAD GEOSPATIAL ANALYTICS MARKET DURING FORECAST PERIOD 120
TABLE 53 GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 120
TABLE 54 GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 121
10.2 ON-PREMISES 121
10.2.1 RAPID ACCEPTANCE OF CLOUD COMPUTING SOLUTIONS TO AFFECT GROWTH OF ON-PREMISE GEOSPATIAL ANALYTICS DEPLOYMENT 121
TABLE 55 ON-PREMISES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 121
TABLE 56 ON-PREMISES: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 122
10.3 CLOUD 122
10.3.1 IMPLEMENTATION OF SAAS DEPLOYMENT MODEL IN ORGANIZATIONS TO FUEL GROWTH OF SOLUTIONS ON CLOUD 122
TABLE 57 CLOUD-BASED: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 123
TABLE 58 CLOUD-BASED: GEOSPATIAL ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 123
11 GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE 124
11.1 INTRODUCTION 125
11.1.1 ORGANIZATION SIZE: MARKET DRIVERS 125
FIGURE 31 SMALL- & MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 125
TABLE 59 GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 125
TABLE 60 GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 126
11.2 LARGE ENTERPRISES 126
11.2.1 ADOPTION OF WIRELESS DEVICES AND LOCATION-BASED SENSORS TO DRIVE GEOSPATIAL SOLUTIONS IN LARGE ENTERPRISES 126
TABLE 61 LARGE ENTERPRISES MARKET, BY REGION, 2016–2021 (USD MILLION) 126
TABLE 62 LARGE ENTERPRISES MARKET, BY REGION, 2022–2027 (USD MILLION) 127
11.3 SMALL- & MEDIUM-SIZED ENTERPRISES 127
11.3.1 COMPETITIVE MARKET SCENARIO TO PROMPT SMES TO INVEST IN GEOSPATIAL SOLUTIONS AND SERVICES 127
TABLE 63 SMALL- & MEDIUM-SIZED ENTERPRISES MARKET, BY REGION, 2016–2021 (USD MILLION) 127
TABLE 64 SMALL- & MEDIUM-SIZED ENTERPRISES MARKET, BY REGION, 2022–2027 (USD MILLION) 128
12 GEOSPATIAL ANALYTICS MARKET, BY APPLICATION 129
12.1 INTRODUCTION 130
12.1.1 APPLICATION: MARKET DRIVERS 130
FIGURE 32 SURVEYING APPLICATION TO LEAD GEOSPATIAL ANALYTICS MARKET DURING FORECAST PERIOD 131
TABLE 65 GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2016–2021 (USD MILLION) 131
TABLE 66 GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 132
12.2 SURVEYING 132
12.2.1 GIS SOLUTIONS ARE USED FOR SURVEYING IN VARIOUS END-USER VERTICALS TO OPTIMIZE AVAILABLE RESOURCES 132
TABLE 67 SURVEYING APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 133
TABLE 68 SURVEYING APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 133
12.3 MEDICINE & PUBLIC SAFETY 133
12.3.1 GEOSPATIAL ANALYTICS HELP HOSPITALS AND HEALTH SYSTEMS PROBE COMPLEX ELEMENTS AND OFFER CRUCIAL SOLUTIONS 133
TABLE 69 MEDICINE & PUBLIC SAFETY APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 134
TABLE 70 MEDICINE & PUBLIC SAFETY APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 134
12.4 DISASTER RISK REDUCTION & MANAGEMENT 134
12.4.1 GEOSPATIAL DATA IN A BASE MAP OR ENVIRONMENTAL SENSITIVITY INDEX MAP TO HELP ANALYZE VULNERABILITY TO IMPENDING DISASTERS 134
TABLE 71 DISASTER RISK REDUCTION & MANAGEMENT APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 135
TABLE 72 DISASTER RISK REDUCTION & MANAGEMENT APPLICATIONS, BY REGION, 2022–2027 (USD MILLION) 135
12.5 URBAN PLANNING 135
12.5.1 GIS SOFTWARE COULD PRECISELY DEPICT CHANGES ON GROUND FOR ALL PERTINENT PARTIES 135
TABLE 73 URBAN PLANNING APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 136
TABLE 74 URBAN PLANNING APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 136
12.6 TRANSPORTATION PLANNING & MANAGEMENT 136
12.6.1 GIS ASSISTANCE IN IMPROVING TRANSPORTATION TO FUEL ADOPTION ACROSS MARKET 136
TABLE 75 TRANSPORTATION PLANNING & MANAGEMENT APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 137
TABLE 76 TRANSPORTATION PLANNING & MANAGEMENT APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 137
12.7 NATURAL RESOURCE MANAGEMENT 137
12.7.1 IMPLEMENTATION OF GEOSPATIAL ANALYTICS IN NATURAL RESOURCE MANAGEMENT: REMEDY FOR ISSUES SUCH AS CLIMATE CHANGE 137
TABLE 77 NATURAL RESOURCE MANAGEMENT APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 138
TABLE 78 NATURAL RESOURCE MANAGEMENT APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 138
12.8 AGRICULTURAL VALUE CHAIN 138
12.8.1 GEOSPATIAL ANALYTICS INCREASINGLY USEFUL FOR FARMERS TO PROVIDE EFFICIENT RESOURCE MANAGEMENT 138
TABLE 79 AGRICULTURAL VALUE CHAIN APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 139
TABLE 80 AGRICULTURAL VALUE CHAIN APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 139
12.9 ENVIRONMENTAL IMPACT ANALYSIS 139
12.9.1 GIS TO ENHANCE EIA AND MITIGATION PROCESS, ALSO OFFERING USEFUL MAPPING TECHNIQUES 139
TABLE 81 ENVIRONMENTAL IMPACT ANALYSIS APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 140
TABLE 82 ENVIRONMENTAL IMPACT ANALYSIS APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 140
12.10 OTHER APPLICATIONS 140
TABLE 83 OTHER APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION) 140
TABLE 84 OTHER APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION) 141
13 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL 142
13.1 INTRODUCTION 143
13.1.1 VERTICALS: MARKET DRIVERS 143
FIGURE 33 AGRICULTURE VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 144
TABLE 85 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 145
TABLE 86 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 145
13.2 ENERGY & UTILITY 145
13.2.1 GIS AIDS ELECTRIC UTILITY COMPANIES IN DATA MANAGEMENT, PLANNING AND ANALYSIS, AND SITUATIONAL AWARENESS 145
TABLE 87 ENERGY & UTILITY: USE CASES 146
TABLE 88 ENERGY & UTILITY VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 146
TABLE 89 ENERGY & UTILITY VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 147
13.3 GOVERNMENT 147
13.3.1 EGOVERNANCE TO EMERGE AS DRIVING FORCE FOR GOVERNMENTS 147
TABLE 90 GOVERNMENT: USE CASES 147
TABLE 91 GOVERNMENT VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 147
TABLE 92 GOVERNMENT VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 148
13.4 DEFENSE & INTELLIGENCE 148
13.4.1 GEOSPATIAL DATA TO HELP BORDER SECURITY OPERATIONS WITH SITUATIONAL AWARENESS 148
TABLE 93 DEFENSE & INTELLIGENCE: USE CASES 148
TABLE 94 DEFENSE & INTELLIGENCE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 149
TABLE 95 DEFENSE & INTELLIGENCE VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 149
13.5 BANKING, FINANCIAL SERVICES, AND INSURANCE 149
13.5.1 GEOSPATIAL TOOLS AND ANALYTICS TO ENABLE DIGITAL PORTFOLIO MANAGEMENT FROM COMMON DATA REPOSITORY 149
TABLE 96 BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES 150
TABLE 97 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 150
TABLE 98 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 150
13.6 REAL ESTATE & CONSTRUCTION 151
13.6.1 GIS TO ENHANCE CONSTRUCTION PLANNING BY COMBINING LOCATIONAL AND THEMATIC INFORMATION IN SINGLE ENVIRONMENT 151
TABLE 99 REAL ESTATE & CONSTRUCTION: USE CASES 151
TABLE 100 REAL ESTATE & CONSTRUCTION VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 151
TABLE 101 REAL ESTATE & CONSTRUCTION VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 152
13.7 HEALTHCARE 152
13.7.1 GEOSPATIAL ANALYTICS TO AID HEALTHCARE PROFESSIONALS IN IDENTIFYING HEALTH TRENDS AND TARGETING HEALING EFFORTS 152
TABLE 102 HEALTHCARE: USE CASES 152
TABLE 103 HEALTHCARE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 153
TABLE 104 HEALTHCARE VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 153
13.8 MINING & NATURAL RESOURCES 153
13.8.1 INCREASE IN ADOPTION OF GEOSPATIAL ANALYTICS TECHNOLOGIES ACROSS VERTICALS TO DRIVE MARKET 153
TABLE 105 MINING & NATURAL RESOURCES: USE CASES 154
TABLE 106 MINING & NATURAL RESOURCES VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 154
TABLE 107 MINING & NATURAL RESOURCES VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 154
13.9 AUTOMOTIVE & TRANSPORTATION 154
13.9.1 ANALYZING THE LOCAL DEMAND FOR AUTOMOTIVE VEHICLES TO DRIVE GEOSPATIAL ANALYTICS USE 154
TABLE 108 AUTOMOTIVE & TRANSPORTATION: USE CASES 155
TABLE 109 AUTOMOTIVE & TRANSPORTATION VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 155
TABLE 110 AUTOMOTIVE & TRANSPORTATION VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 156
13.10 AGRICULTURE 156
13.10.1 GIS TO ASSIST IN ESTIMATING EFFECTIVE CROP YIELD, ANALYZING THE SOIL AMENDMENT, AND FINDING REMEDIES FOR SOIL EROSION 156
TABLE 111 AGRICULTURE: USE CASES 156
TABLE 112 AGRICULTURE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION) 156
TABLE 113 AGRICULTURE VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION) 157
13.11 OTHER VERTICALS 157
TABLE 114 OTHER VERTICALS MARKET, BY REGION, 2016–2021 (USD MILLION) 157
TABLE 115 OTHER VERTICALS MARKET, BY REGION, 2022–2027 (USD MILLION) 158
14 GEOSPATIAL ANALYTICS MARKET, BY REGION 159
14.1 INTRODUCTION 160
FIGURE 34 VIETNAM TO RECORD HIGHEST CAGR GLOBALLY DURING FORECAST PERIOD 160
FIGURE 35 ASIA PACIFIC TO WITNESS FASTEST GROWTH DURING FORECAST PERIOD 160
TABLE 116 GEOSPATIAL ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 161
TABLE 117 GEOSPATIAL ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 161
14.2 NORTH AMERICA 161
14.2.1 NORTH AMERICA: MARKET DRIVERS 161
FIGURE 36 NORTH AMERICA: MARKET SNAPSHOT 162
TABLE 118 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 162
TABLE 119 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 163
TABLE 120 NORTH AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION) 163
TABLE 121 NORTH AMERICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION) 163
TABLE 122 NORTH AMERICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION) 163
TABLE 123 NORTH AMERICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION) 164
TABLE 124 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2016–2021 (USD MILLION) 164
TABLE 125 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2022–2027 (USD MILLION) 164
TABLE 126 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 164
TABLE 127 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 165
TABLE 128 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 165
TABLE 129 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 165
TABLE 130 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2016–2021 (USD MILLION) 165
TABLE 131 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 166
TABLE 132 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 166
TABLE 133 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 167
TABLE 134 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 167
TABLE 135 NORTH AMERICA: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 167
14.2.2 US 168
14.2.2.1 Increase in adoption of geospatial analytics technologies across verticals to drive market 168
14.2.3 CANADA 168
14.2.3.1 Rise in awareness of benefits of geospatial analytics gained significant popularity in Canada 168
14.3 EUROPE 169
14.3.1 EUROPE: MARKET DRIVERS 169
TABLE 136 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 169
TABLE 137 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 169
TABLE 138 EUROPE: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION) 170
TABLE 139 EUROPE: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION) 170
TABLE 140 EUROPE: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION) 170
TABLE 141 EUROPE: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION) 171
TABLE 142 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2016–2021 (USD MILLION) 171
TABLE 143 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2022–2027 (USD MILLION) 171
TABLE 144 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 171
TABLE 145 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 172
TABLE 146 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 172
TABLE 147 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 172
TABLE 148 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2016–2021 (USD MILLION) 172
TABLE 149 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 173
TABLE 150 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 173
TABLE 151 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 174
TABLE 152 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 174
TABLE 153 EUROPE: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 174
14.3.2 UK 175
14.3.2.1 Various initiatives and laws by UK government in favor of geospatial analytics to propel its growth 175
14.3.3 GERMANY 175
14.3.3.1 Government initiatives for technological development across various verticals to support market growth 175
14.3.4 FRANCE 176
14.3.4.1 Strong position in transportation and construction sectors and government investments to drive growth in France 176
14.3.5 REST OF EUROPE 176
14.4 ASIA PACIFIC 177
14.4.1 ASIA PACIFIC: MARKET DRIVERS 177
FIGURE 37 ASIA PACIFIC: MARKET SNAPSHOT 178
TABLE 154 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 178
TABLE 155 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 179
TABLE 156 ASIA PACIFIC: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION) 179
TABLE 157 ASIA PACIFIC: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION) 179
TABLE 158 ASIA PACIFIC: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION) 180
TABLE 159 ASIA PACIFIC: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION) 180
TABLE 160 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2016–2021 (USD MILLION) 180
TABLE 161 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2022–2027 (USD MILLION) 180
TABLE 162 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 181
TABLE 163 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 181
TABLE 164 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 181
TABLE 165 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 181
TABLE 166 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2016–2021 (USD MILLION) 182
TABLE 167 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 182
TABLE 168 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 183
TABLE 169 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 183
TABLE 170 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 184
TABLE 171 ASIA PACIFIC: GEOSPATIAL ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 184
14.4.2 CHINA 184
14.4.2.1 Government initiatives and investments for developing infrastructure and technology to fuel adoption of geospatial analytics 184
14.4.3 THAILAND 185
14.4.3.1 Rapid investments across several verticals to position Thailand as potential market 185
14.4.4 MYANMAR 185
14.4.4.1 Initiatives by government for developing infrastructure and technology fuel adoption of geospatial analytics 185
14.4.5 VIETNAM 186
14.4.5.1 Shift from traditional agricultural economy to digital economy to offer opportunity to implement geospatial technologies 186
14.4.6 JAPAN 186
14.4.6.1 Rise of innovative technologies and government initiatives to drive use of geospatial analytics technologies 186
14.4.7 INDIA 186
14.4.7.1 Rapid adoption of GIS in infrastructure development to drive growth of market 186
14.4.8 REST OF ASIA PACIFIC 187
14.5 MIDDLE EAST & AFRICA 187
14.5.1 MIDDLE EAST & AFRICA: MARKET DRIVERS 188
TABLE 172 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 188
TABLE 173 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 188
TABLE 174 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2016–2021 (USD MILLION) 188
TABLE 175 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SOLUTIONS MARKET, BY TYPE, 2022–2027 (USD MILLION) 189
TABLE 176 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION) 189
TABLE 177 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION) 189
TABLE 178 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2016–2021 (USD MILLION) 189
TABLE 179 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2022–2027 (USD MILLION) 190
TABLE 180 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 190
TABLE 181 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 190
TABLE 182 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 190
TABLE 183 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 191
TABLE 184 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2016–2021 (USD MILLION) 191
TABLE 185 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 191
TABLE 186 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 192
TABLE 187 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 192
TABLE 188 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY SUBREGION, 2016–2021 (USD MILLION) 193
TABLE 189 MIDDLE EAST & AFRICA: GEOSPATIAL ANALYTICS MARKET, BY SUBREGION, 2022–2027 (USD MILLION) 193
14.5.2 MIDDLE EAST 193
14.5.2.1 Adoption of emerging technologies in Middle East to offer market opportunities 193
14.5.3 AFRICA 194
14.5.3.1 Initiatives taken by government and private players to enable opportunities in geospatial analytics market 194

　

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