封面
市场调查报告书
商品编码
1447050

到 2030 年地理空间分析市场预测:按类型、组件、部署、技术、应用程式、最终用户和区域进行的全球分析

Geospatial Analytics Market Forecasts to 2030 - Global Analysis By Type (Network & Location Analytics, Surface & Field Analytics, Geovisualization and Other Types), Component, Deployment, Technology, Application, End User and By Geography

出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3个工作天内

价格

根据 Stratistics MRC 的数据,2023 年全球地理空间分析市场规模将达到 899 亿美元,预计到 2030 年将达到 2,335 亿美元,预测期内复合年增长率为 14.6%。

地理空间分析是收集、操作、分析和解释地理或空间资料以了解特定感兴趣区域内的模式、关係和趋势的过程。我们使用专业的技术和技巧从多种类型的地理空间资料中提取有价值的见解,包括卫星影像、GPS资料、遥感探测资料、航空摄影和地理资讯系统 (GIS)资料。它们可应用于多种领域,包括城市规划、环境监测、自然资源管理、农业、交通、灾害应变和公共卫生,有助于做出明智的决策、优化业务和解决复杂的空间问题。

根据联合国人类居住规划署(人居署)发布的《2022年世界城市报告》,全球居住在城市的人口比例预计将从2021年的56%增加到2050年的68%。

位置智能的需求不断增长

市场对位置智慧解决方案的需求正在大幅成长。零售、交通和城市规划等行业的公司正在认识到利用位置资讯做出明智决策的价值。随着物联网设备、卫星影像和进阶分析技术的普及,人们越来越关注利用空间资讯来了解市场趋势、优化业务和改善客户体验。

资料隐私和安全问题

私人拥有的地理空间资料可能遭受未授权存取、误用和滥用,从而产生问题。人们的担忧包括位置追踪的风险、侵犯隐私,以及恶意行为者可能利用这些资料来实现监视和针对个人等诈欺目的。由于位置资讯的敏感性,市场面临重大的资料隐私和安全问题。

物联网和遥感探测技术的扩展

物联网设备有助于从远端环境中无缝收集资料,卫星影像等遥感探测技术可提供广泛的覆盖范围和详细的见解。这项扩展将为农业、城市规划和环境管理等领域的决策流程提供前所未有的准确性、效率和可操作信息,从而彻底改变地理空间分析。由于物联网(IoT)和遥感探测技术的广泛融合,市场正在经历重大转变。

日益复杂的技术

人工智慧、机器学习和巨量资料技术的整合使得更先进的空间建模和预测分析成为可能。高解析度图像需要大量投资并添加另一层以确保准确性。克服报告的道德考量和法律限制也是一个复杂的问题。如此复杂的技术生态系统需要从地理资讯学到资料科学等领域的专业知识,以最大限度地发挥地理空间分析解决方案的潜力并保持市场竞争力,这就是我的意思。

COVID-19 的影响

COVID-19 大流行对市场产生了重大影响,推动了对支援危机管理、供应链优化和远端监控的解决方案的需求增加。组织正在利用地理空间资料来追踪病毒的传播,有效地分配资源,并评估对交通和医疗保健等各部门的影响。儘管最初受到了干扰,但这场危机加速了地理空间技术的采用。因为公司认识到地理空间技术在帮助他们克服复杂挑战并为未来制定弹性策略的价值。

表面和现场分析领域预计将在预测期内成为最大的领域

表面和现场分析领域预计将占据最大份额。这些分析技术利用先进的演算法和地理空间技术,从卫星影像、无人机、GPS 感测器和地面感测器等不同资讯来源获取见解。这些技术能够对土地覆盖、植被、水体和地形特征等地表特征进行精确测绘、监测和管理,并提供农业、环境管理、城市规划和基础设施开发等领域的信息,以促进决策。

预计遥感探测领域在预测期内复合年增长率最高。

预计遥感探测领域在预测期内复合年增长率最高。它利用卫星、飞机和无人机上的各种感测器来捕捉大面积的详细影像和资料。对这些资料进行处理和分析,以获得对环境监测、城市规划、农业和灾害管理等多种应用有价值的见解。遥感探测能够提供及时、准确和空间特定的信息,为许多行业的明智决策流程做出了重大贡献。

比最大的地区

在估计期间,亚太地区占据最大的市场占有率。随着多样化的景观和快速的都市化,对准确、及时的地理空间资讯的需求很高。卫星影像和航空测量等遥感探测技术为大面积资料撷取提供了经济高效的解决方案。这些技术使政府、产业和研究机构能够做出明智的决策,促进永续发展,并解决全部区域的紧迫环境问题。

复合年增长率最高的地区:

由于各行业的采用率增加,预计北美在预测期内的复合年增长率最高。政府促进数位化和基础设施发展的倡议正在支持市场扩张。卫星技术的进步和定位服务的普及也推动了对地理空间分析解决方案的需求。这些国家专注于永续和智慧城市倡议,正在大力投资地理空间技术,为市场参与者创造有利的环境,并刺激该地区的创新。

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订阅此报告的客户可以存取以下免费自订选项之一:

  • 公司简介
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目录

第一章执行摘要

第二章 前言

  • 概述
  • 相关利益者
  • 调查范围
  • 调查方法
    • 资料探勘
    • 资料分析
    • 资料检验
    • 研究途径
  • 调查来源
    • 主要调查来源
    • 二次调查来源
    • 先决条件

第三章市场趋势分析

  • 促进因素
  • 抑制因素
  • 机会
  • 威胁
  • 技术分析
  • 应用分析
  • 最终用户分析
  • 新兴市场
  • 新型冠状病毒感染疾病(COVID-19)的影响

第4章波特五力分析

  • 供应商的议价能力
  • 买方议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争公司之间的敌对关係

第五章全球地理空间分析市场:依类型

  • 网路和位置分析
  • 表面和现场分析
  • 地理视觉化
  • 其他类型

第六章全球地理空间分析市场:依组成部分

  • 解决方案
    • 地理编码和反向地理编码
    • 专题製图与空间分析
    • 报告和可视化
    • 资料整合
  • 服务
    • 配置与集成
    • 咨询服务
    • 培训、支援和维护
  • 其他组件

第七章 全球地理空间分析市场:依发展划分

  • 本地

第八章全球地理空间分析市场:依技术分类

  • 遥感探测
  • 地理资讯系统
  • 全球定位系统
  • LiDAR(光检测与测距)
  • 巨量资料分析
  • 地理空间云端服务
  • 其他技术

第九章全球地理空间分析市场:依应用分类

  • 自然资源管理
  • 都市计画与发展
  • 灾害管理
  • 环境监测
  • 其他用途

第 10 章 全球地理空间分析市场:依最终使用者分类

  • 政府和公共部门
  • 电讯
  • 农业
  • 国防和安全
  • 旅游和酒店业
  • 零售和行销
  • 其他最终用户

第十一章全球地理空间分析市场:按地区

  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 义大利
    • 法国
    • 西班牙
    • 其他欧洲国家
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 其他亚太地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地区
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 卡达
    • 南非
    • 其他中东和非洲

第十二章 主要进展

  • 合约、伙伴关係、协作和合资企业
  • 收购和合併
  • 新产品发布
  • 业务扩展
  • 其他关键策略

第十三章 公司简介

  • Alteryx
  • Bentley Systems
  • Blue Marble Geographic
  • Blue Sky Analytics
  • Caliper Corporation
  • Esri
  • Fugro
  • General Electric
  • Geomatic Consulting International
  • Geospin
  • HexagonAB
  • ReMOT Technologies
  • Maxar Technologies
  • Orbica
  • Orbital Insights
  • Pasco Corporation
  • Precisely
  • Skymap Global
  • Suntac Technologies
  • Trimble
Product Code: SMRC25311

According to Stratistics MRC, the Global Geospatial Analytics Market is accounted for $89.9 billion in 2023 and is expected to reach $233.5 billion by 2030 growing at a CAGR of 14.6% during the forecast period. Geospatial analytics is the process of gathering, manipulating, analyzing, and interpreting geographical or spatial data to understand patterns, relationships, and trends within a particular area of interest. It involves the use of specialized techniques and technologies to extract valuable insights from various types of geospatial data, such as satellite imagery, GPS data, remote sensing data, aerial photographs, and geographic information systems (GIS) data. They can be applied across various fields, including urban planning, environmental monitoring, natural resource management, agriculture, transportation, disaster response, and public health, to make informed decisions, optimize operations, and solve complex spatial problems.

According to the "World Cities Report 2022" published by the United Nations Human Settlements Program (UN-Habitat), the share of the world's population living in cities is anticipated to increase to 68% by 2050, from 56% in 2021.

Market Dynamics:

Driver:

Growing demand for location intelligence

The market is witnessing a significant surge in demand for location intelligence solutions. Businesses across various sectors, including retail, transportation, and urban planning, are recognizing the value of leveraging location data for informed decision-making. With the proliferation of IoT devices, satellite imaging, and advanced analytics techniques, there is a growing emphasis on harnessing spatial information to gain insights into market trends, optimize operations, and enhance customer experiences.

Restraint:

Data privacy and security concerns

Issues arise from potential unauthorized access, misuse, or exploitation of personal or proprietary geospatial data. Concerns include the risk of location tracking, invasion of privacy, and the potential for malicious actors to leverage this data for illicit purposes such as surveillance or targeting individuals. The market faces significant data privacy and security concerns due to the sensitive nature of location-based information.

Opportunity:

Expansion of IoT and remote sensing technologies

IoT devices facilitate seamless data collection from remote environments, while remote sensing technologies such as satellite imagery offer extensive coverage and detailed insights. This expansion revolutionizes geospatial analytics by providing unprecedented levels of accuracy, efficiency, and actionable information for decision-making processes across sectors like agriculture, urban planning, and environmental management. The market is experiencing profound transformation with the widespread integration of Internet of Things (IoT) and remote sensing technologies.

Threat:

Complexity of technology

Integration of artificial intelligence, machine learning, and big data techniques has enabled more sophisticated spatial modeling and predictive analytics. High-resolution imagery needs substantial investment, while ensuring accuracy adds another layer. Complexities also lie in ethical considerations and navigating legal restrictions on coverage. This intricate technological ecosystem demands expertise in diverse fields, from geomatics to data science, to harness the full potential of geospatial analytics solutions and remain competitive in the market.

Covid-19 Impact

The COVID-19 pandemic has significantly impacted the market, driving increased demand for solutions that support crisis management, supply chain optimization, and remote monitoring. Organizations have leveraged geospatial data to track the spread of the virus, allocate resources effectively, and assess the impact on various sectors like transportation and healthcare. Despite initial disruptions, the crisis has accelerated the adoption of geospatial technologies as businesses recognize their value in navigating complex challenges and building resilient strategies for the future.

The surface & field analytics segment is expected to be the largest during the forecast period

The surface & field analytics segment is estimated to hold the largest share. These analytics methods leverage advanced algorithms and geospatial technologies to extract insights from diverse sources such as satellite imagery, drones, GPS sensors, and ground-based sensors. They enable precise mapping, monitoring, and management of surface features like land cover, vegetation, water bodies, and terrain characteristics, facilitating informed decision-making across sectors like agriculture, environmental management, urban planning, and infrastructure development.

The remote sensing segment is expected to have the highest CAGR during the forecast period

The remote sensing segment is anticipated to have highest CAGR during the forecast period. Utilizing various sensors onboard satellites, aircraft, or drones, it captures detailed imagery and data across vast geographical areas. This data is then processed and analyzed to derive valuable insights for diverse applications including environmental monitoring, urban planning, agriculture, and disaster management. Remote Sensing's ability to provide timely, accurate, and spatially explicit information contributes significantly to informed decision-making processes in numerous industries.

Region with largest share:

Asia Pacific commanded the largest market share during the extrapolated period. With diverse landscapes and rapid urbanization, the demand for accurate and timely geospatial information is high. Remote sensing technologies, including satellite imagery and aerial surveys, offer cost-effective solutions for data acquisition over large areas. These technologies enable governments, industries, and research institutions to make informed decisions, drive sustainable development, and address pressing environmental challenges across the region.

Region with highest CAGR:

North America is expected to witness highest CAGR over the projection period, owing to increasing adoption across various sectors. Government initiatives promoting digitalization and infrastructure development are fuelling market expansion. Additionally, advancements in satellite technology and the proliferation of location-based services are enhancing the demand for geospatial analytics solutions. With a focus on sustainable development and smart city initiatives, these countries are investing heavily in geospatial technologies, fostering a favourable landscape for market players and stimulating innovation in the region.

Key players in the market

Some of the key players in the Geospatial Analytics Market include Alteryx, Bentley Systems, Blue Marble Geographic, Blue Sky Analytics, Caliper Corporation, Esri, Fugro, General Electric, Geomatic Consulting International, Geospin , HexagonAB, ReMOT Technologies, Maxar Technologies, Oracle Corporation, Orbital Insights, Pasco Corporation, Precisely, Skymap Global, Suntac Technologies and Trimble.

Key Developments:

In May 2023, TomTom International BV, a geolocation technology specialist, expanded its partnership with Alteryx, Inc. Through this partnership, Alteryx will use TomTom's Maps APIs and location data to integrate spatial data into Alteryx's products and location insights packages, such as Alteryx Designer.

In May 2023, Oracle Corporation announced the launch of Oracle Spatial Studio 23.1, available in the Oracle Cloud Infrastructure (OCI) marketplace and for on-premises deployment. Users can browse, explore, and analyze geographic data stored in and managed by Oracle using a no-code mapping tool.

In September 2022, Bentley Systems, Inc. and Genesys International, a pioneer in cutting-edge mapping and geospatial content services, announced the launch of Genesys' 3D City Digital Twin Solution for Urban India.

Types Covered:

  • Network & Location Analytics
  • Surface & Field Analytics
  • Geovisualization
  • Other Types

Components Covered:

  • Solutions
  • Services
  • Other Components

Deployments Covered:

  • On-Premises
  • Cloud

Technologies Covered:

  • Remote Sensing
  • Geographic Information System
  • Global Positioning System
  • LiDAR (Light Detection and Ranging)
  • Big Data Analytics
  • Geospatial Cloud Services
  • Other Technologies

Applications Covered:

  • Natural Resource Management
  • Urban Planning & Development
  • Disaster Management
  • Environmental Monitoring
  • Other Applications

End Users Covered:

  • Government & Public Sector
  • Telecommunications
  • Agriculture
  • Defense and Security
  • Tourism & Hospitality
  • Retail & Marketing
  • Other End Users

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2021, 2022, 2023, 2026, and 2030
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Technology Analysis
  • 3.7 Application Analysis
  • 3.8 End User Analysis
  • 3.9 Emerging Markets
  • 3.10 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Geospatial Analytics Market, By Type

  • 5.1 Introduction
  • 5.2 Network & Location Analytics
  • 5.3 Surface & Field Analytics
  • 5.4 Geovisualization
  • 5.5 Other Types

6 Global Geospatial Analytics Market, By Component

  • 6.1 Introduction
  • 6.2 Solutions
    • 6.2.1 Geocoding & Reverse Geocoding
    • 6.2.2 Thematic Mapping & Spatial Analysis
    • 6.2.3 Reporting & Visualization
    • 6.2.4 Data Integration
  • 6.3 Services
    • 6.3.1 Deployment & Integration
    • 6.3.2 Consulting Services
    • 6.3.3 Training, Support, and Maintenance
  • 6.4 Other Components

7 Global Geospatial Analytics Market, By Deployment

  • 7.1 Introduction
  • 7.2 On-Premises
  • 7.3 Cloud

8 Global Geospatial Analytics Market, By Technology

  • 8.1 Introduction
  • 8.2 Remote Sensing
  • 8.3 Geographic Information System
  • 8.4 Global Positioning System
  • 8.5 LiDAR (Light Detection and Ranging)
  • 8.6 Big Data Analytics
  • 8.7 Geospatial Cloud Services
  • 8.8 Other Technologies

9 Global Geospatial Analytics Market, By Application

  • 9.1 Introduction
  • 9.2 Natural Resource Management
  • 9.3 Urban Planning & Development
  • 9.4 Disaster Management
  • 9.5 Environmental Monitoring
  • 9.6 Other Applications

10 Global Geospatial Analytics Market, By End User

  • 10.1 Introduction
  • 10.2 Government & Public Sector
  • 10.3 Telecommunications
  • 10.4 Agriculture
  • 10.5 Defense and Security
  • 10.6 Tourism & Hospitality
  • 10.1 Retail & Marketing
  • 10.8 Other End Users

11 Global Geospatial Analytics Market, By Geography

  • 11.1 Introduction
  • 11.2 North America
    • 11.2.1 US
    • 11.2.2 Canada
    • 11.2.3 Mexico
  • 11.3 Europe
    • 11.3.1 Germany
    • 11.3.2 UK
    • 11.3.3 Italy
    • 11.3.4 France
    • 11.3.5 Spain
    • 11.3.6 Rest of Europe
  • 11.4 Asia Pacific
    • 11.4.1 Japan
    • 11.4.2 China
    • 11.4.3 India
    • 11.4.4 Australia
    • 11.4.5 New Zealand
    • 11.4.6 South Korea
    • 11.4.7 Rest of Asia Pacific
  • 11.5 South America
    • 11.5.1 Argentina
    • 11.5.2 Brazil
    • 11.5.3 Chile
    • 11.5.4 Rest of South America
  • 11.6 Middle East & Africa
    • 11.6.1 Saudi Arabia
    • 11.6.2 UAE
    • 11.6.3 Qatar
    • 11.6.4 South Africa
    • 11.6.5 Rest of Middle East & Africa

12 Key Developments

  • 12.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 12.2 Acquisitions & Mergers
  • 12.3 New Product Launch
  • 12.4 Expansions
  • 12.5 Other Key Strategies

13 Company Profiling

  • 13.1 Alteryx
  • 13.2 Bentley Systems
  • 13.3 Blue Marble Geographic
  • 13.4 Blue Sky Analytics
  • 13.5 Caliper Corporation
  • 13.6 Esri
  • 13.7 Fugro
  • 13.8 General Electric
  • 13.9 Geomatic Consulting International
  • 13.10 Geospin
  • 13.11 HexagonAB
  • 13.12 ReMOT Technologies
  • 13.13 Maxar Technologies
  • 13.14 Orbica
  • 13.15 Orbital Insights
  • 13.16 Pasco Corporation
  • 13.17 Precisely
  • 13.18 Skymap Global
  • 13.19 Suntac Technologies
  • 13.20 Trimble

List of Tables

  • Table 1 Global Geospatial Analytics Market Outlook, By Region (2021-2030) ($MN)
  • Table 2 Global Geospatial Analytics Market Outlook, By Type (2021-2030) ($MN)
  • Table 3 Global Geospatial Analytics Market Outlook, By Network & Location Analytics (2021-2030) ($MN)
  • Table 4 Global Geospatial Analytics Market Outlook, By Surface & Field Analytics (2021-2030) ($MN)
  • Table 5 Global Geospatial Analytics Market Outlook, By Geovisualization (2021-2030) ($MN)
  • Table 6 Global Geospatial Analytics Market Outlook, By Other Types (2021-2030) ($MN)
  • Table 7 Global Geospatial Analytics Market Outlook, By Component (2021-2030) ($MN)
  • Table 8 Global Geospatial Analytics Market Outlook, By Solutions (2021-2030) ($MN)
  • Table 9 Global Geospatial Analytics Market Outlook, By Geocoding & Reverse Geocoding (2021-2030) ($MN)
  • Table 10 Global Geospatial Analytics Market Outlook, By Thematic Mapping & Spatial Analysis (2021-2030) ($MN)
  • Table 11 Global Geospatial Analytics Market Outlook, By Reporting & Visualization (2021-2030) ($MN)
  • Table 12 Global Geospatial Analytics Market Outlook, By Data Integration (2021-2030) ($MN)
  • Table 13 Global Geospatial Analytics Market Outlook, By Services (2021-2030) ($MN)
  • Table 14 Global Geospatial Analytics Market Outlook, By Deployment & Integration (2021-2030) ($MN)
  • Table 15 Global Geospatial Analytics Market Outlook, By Consulting Services (2021-2030) ($MN)
  • Table 16 Global Geospatial Analytics Market Outlook, By Training, Support, and Maintenance (2021-2030) ($MN)
  • Table 17 Global Geospatial Analytics Market Outlook, By Other Components (2021-2030) ($MN)
  • Table 18 Global Geospatial Analytics Market Outlook, By Deployment (2021-2030) ($MN)
  • Table 19 Global Geospatial Analytics Market Outlook, By On-Premises (2021-2030) ($MN)
  • Table 20 Global Geospatial Analytics Market Outlook, By Cloud (2021-2030) ($MN)
  • Table 21 Global Geospatial Analytics Market Outlook, By Technology (2021-2030) ($MN)
  • Table 22 Global Geospatial Analytics Market Outlook, By Remote Sensing (2021-2030) ($MN)
  • Table 23 Global Geospatial Analytics Market Outlook, By Geographic Information System (2021-2030) ($MN)
  • Table 24 Global Geospatial Analytics Market Outlook, By Global Positioning System (2021-2030) ($MN)
  • Table 25 Global Geospatial Analytics Market Outlook, By LiDAR (Light Detection and Ranging) (2021-2030) ($MN)
  • Table 26 Global Geospatial Analytics Market Outlook, By Big Data Analytics (2021-2030) ($MN)
  • Table 27 Global Geospatial Analytics Market Outlook, By Geospatial Cloud Services (2021-2030) ($MN)
  • Table 28 Global Geospatial Analytics Market Outlook, By Other Technologies (2021-2030) ($MN)
  • Table 29 Global Geospatial Analytics Market Outlook, By Application (2021-2030) ($MN)
  • Table 30 Global Geospatial Analytics Market Outlook, By Natural Resource Management (2021-2030) ($MN)
  • Table 31 Global Geospatial Analytics Market Outlook, By Urban Planning & Development (2021-2030) ($MN)
  • Table 32 Global Geospatial Analytics Market Outlook, By Disaster Management (2021-2030) ($MN)
  • Table 33 Global Geospatial Analytics Market Outlook, By Environmental Monitoring (2021-2030) ($MN)
  • Table 34 Global Geospatial Analytics Market Outlook, By Other Applications (2021-2030) ($MN)
  • Table 35 Global Geospatial Analytics Market Outlook, By End User (2021-2030) ($MN)
  • Table 36 Global Geospatial Analytics Market Outlook, By Government & Public Sector (2021-2030) ($MN)
  • Table 37 Global Geospatial Analytics Market Outlook, By Telecommunications (2021-2030) ($MN)
  • Table 38 Global Geospatial Analytics Market Outlook, By Agriculture (2021-2030) ($MN)
  • Table 39 Global Geospatial Analytics Market Outlook, By Defense and Security (2021-2030) ($MN)
  • Table 40 Global Geospatial Analytics Market Outlook, By Tourism & Hospitality (2021-2030) ($MN)
  • Table 41 Global Geospatial Analytics Market Outlook, By Retail & Marketing (2021-2030) ($MN)
  • Table 42 Global Geospatial Analytics Market Outlook, By Other End Users (2021-2030) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.