封面
市场调查报告书
商品编码
1744632

2032 年数位土壤测绘市场预测:按产品、部署类型、技术、应用、最终用户和地区进行的全球分析

Digital Soil Mapping Market Forecasts to 2032 - Global Analysis By Product (Software Solutions, Hardware Solutions, Services and Other Products), Deployment Type, 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 的预测,全球数位土壤测绘市场规模预计在 2025 年达到 11.4787 亿美元,预计到 2032 年将达到 24.9038 亿美元,预测期内的复合年增长率为 11.7%。

将实地和实验室观测结果与环境数据和数学模型相结合,以数位化方式呈现土壤特性和类别的过程被称为数位土壤测绘 (DSM)。它利用地理资讯系统 (GIS) 和遥感探测,将土壤调查数据与植被、地形、气候和土地利用等空间预测指标结合。透过提高土壤数据的可用性、准确性和分辨率,DSM 促进了永续的农业和土地管理实践。 DSM 提供涵盖广泛且通常未绘製地图的地区的全面、易于获取的土壤数据,从而促进更明智的决策。

精密农业需求不断成长

详细的土壤数据对于精密农业至关重要,它可以最大限度地提高作物产量,最大限度地减少浪费,并提高资源效率。借助 DSM 提供的精确、高解析度土壤数据,农民可以就种植、施肥和灌溉做出明智的决策。该技术透过识别田间土壤的变异性来支持针对特定田地的管理实践。随着农民采用更先进的农业实践,对精确土壤地图的需求也日益增长,从而推动了 DSM 的普及。因此,DSM 与精密农业的整合正在推动全球市场的成长。

初始成本高且技术复杂

由于需要昂贵的设备,包括先进的感测器和遥感探测仪器,进入门槛很高。此外,将机器学习演算法、遥感探测资料和GIS结合的技术复杂性需要专业知识。缺乏合格的人才可能会阻碍其广泛应用,尤其是在开发中国家。持续的维护和数据处理成本进一步加剧了经济负担。所有这些问题都限制了数位土壤测绘技术的扩充性,并阻碍了该行业的扩张。

向非农领域扩展

在城市规划、环境管理和建筑等领域,准确的土壤数据对于计划的成功交付日益重要。这种多样化趋势推动了对数位土壤测绘技术的需求,因为它拓宽了其应用范围。此外,非农业领域也需要高解析度的即时土壤数据,这往往会刺激技术创新和普及。随着人们越来越意识到土壤条件在基础建设中的重要性,市场也不断扩大。总体而言,这种多样化趋势正在透过在传统农业以外的领域创造新的机会来加速市场扩张。

监管标准分散

缺乏标准化严重阻碍了先进地图解决方案的创建和应用。企业通常需要支付多个合规框架的费用,这不仅增加了成本,也阻碍了创新。跨境资料共用与协作因相互衝突的环境报告标准和资料隐私法而受到阻碍。由于这些监管差异,数据格式和检验程序的标准化变得更加困难。最终,市场难以有效实现全球扩张。

COVID-19的影响

新冠疫情最初扰乱了数位土壤测绘市场,原因是实地调查暂停、供应链中断以及调查活动减少。然而,这场危机加速了农业领域的数位转型,促使人们更广泛地采用遥感探测、人工智慧和基于GIS的土壤分析工具。政府对精密农业和永续实践的支持进一步促进了市场復苏。随着限制措施的放鬆,对高效土地管理和粮食安全解决方案的需求推动了新的投资,使数位土壤测绘成为疫情后农业韧性的重要组成部分。

预计在预测期内,硬体解决方案部分将成长至最大的部分。

预计硬体解决方案领域将在预测期内占据最大市场占有率,这得益于先进的感测器和物联网设备,这些设备能够实现精准的土壤数据收集。这些工具增强了对土壤特性的即时监测,并提高了数据准确性和空间分辨率。硬体与GPS和无人机的整合有助于进行大规模土壤分析,从而提高效率。此外,强大的硬体支援无缝资料传输和存储,以便进行进一步分析。这些技术创新有助于农业和环境管理领域做出更明智的决策,从而推动市场成长。

预计预测期内农民和相关企业部门的复合年增长率最高。

在预测期内,农民和农业综合企业领域预计将呈现最高成长率,因为他们需要精确的土壤数据来优化作物产量和资源利用。他们利用数位土壤地图进行施肥、灌溉和土地管理方面的明智决策,以提高生产力和永续性。精密农业工具在该领域日益普及,推动了对准确即时土壤资讯的需求。此外,相关企业正在投资先进技术和服务,以加强土壤健康监测和风险管理。对数据主导农业解决方案的日益依赖,正在推动数位土壤测绘市场的扩张和创新。

比最大的地区

由于农业需求成长、土地劣化问题日益严重以及政府对现代农业技术的支持,预计亚太地区将在预测期内占据最大的市场占有率。中国、印度和澳洲等国家正在投资数位工具,以改善土壤健康监测并优化肥料使用。卫星影像、物联网和巨量资料分析对不同农业气候区的整合正在推动市场成长。然而,认知度不足和基础设施缺口等挑战仍然存在,市场参与企业正在透过针对特定区域的解决方案和培训项目来应对这些挑战。

复合年增长率最高的地区:

在预测期内,由于各国政府大力推广先进农业实践和精密农业,预计北美地区将呈现最高的复合年增长率。地理资讯系统 (GIS)、遥感探测和人工智慧 (AI) 技术的广泛应用正在提高土壤数据的准确性,从而实现更好的作物管理和永续的土地利用。主要市场参与者的加入、对智慧农业解决方案投资的不断增加以及对环境问题的日益关注,将进一步推动市场扩张。此外,北美完善的农业基础设施支援大型和小型农场整合数位土壤测绘。

免费客製化服务:

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  • 公司简介
    • 全面分析其他市场参与者(最多 3 家公司)
    • 主要企业的SWOT分析(最多3家公司)
  • 地理细分
    • 根据客户兴趣对主要国家市场进行估计、预测和复合年增长率(註:基于可行性检查)
  • 竞争基准化分析
    • 根据产品系列、地理分布和策略联盟对主要企业基准化分析

目录

第一章执行摘要

第二章 前言

  • 概述
  • 相关利益者
  • 研究范围
  • 调查方法
    • 资料探勘
    • 数据分析
    • 数据检验
    • 研究途径
  • 研究资讯来源
    • 初级研究资讯来源
    • 次级研究资讯来源
    • 先决条件

第三章市场走势分析

  • 驱动程式
  • 限制因素
  • 机会
  • 威胁
  • 产品分析
  • 技术分析
  • 应用分析
  • 最终用户分析
  • 新兴市场
  • COVID-19的影响

第四章 波特五力分析

  • 供应商的议价能力
  • 买家的议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争对手之间的竞争

5. 全球数位土壤测绘市场(按产品)

  • 软体解决方案
  • 硬体解决方案
  • 服务
  • 其他产品

6. 全球数位土壤测绘市场(依部署类型)

  • 云端基础
  • 本地

7. 全球数位土壤测绘市场(按技术)

  • 遥感探测
  • 地面测绘
  • 机器学习/基于人工智慧的地图绘製
  • 骑士
  • 土壤光谱学
  • 地理资讯系统
  • 卫星影像
  • 其他技术

8. 全球数位土壤测绘市场(按应用)

  • 精密农业
  • 土地利用规划
  • 环境管理
  • 林业和自然资源保护
  • 基础建设发展
  • 土壤侵蚀监测
  • 碳储量评估
  • 灾害管理
  • 气候变迁研究
  • 其他用途

第九章全球数位土壤测绘市场(依最终用户)

  • 农民及农业相关企业
  • 政府和监管机构
  • 研究所
  • 环境署
  • 农业顾问
  • 其他最终用户

第十章全球数位土壤测绘市场(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
    • 其他中东和非洲地区

第十一章 重大进展

  • 协议、伙伴关係、合作和合资企业
  • 收购与合併
  • 新产品发布
  • 业务扩展
  • 其他关键策略

第十二章 公司概况

  • Trimble Inc.
  • John Deere
  • Esri
  • Hexagon AB
  • Topcon Corporation
  • Ag Leader Technology
  • SoilOptix Inc.
  • Veris Technologies, Inc.
  • CropX Technologies Ltd.
  • AgEagle Aerial Systems Inc.
  • Taranis
  • EarthOptics
  • Teralytic
  • Corteva Agriscience
  • EOS Data Analytics, Inc.
  • Arable Labs, Inc.
  • Crop Nutrition Laboratory Services Ltd.
Product Code: SMRC29680

According to Stratistics MRC, the Global Digital Soil Mapping Market is accounted for $1147.87 million in 2025 and is expected to reach $2490.38 million by 2032 growing at a CAGR of 11.7% during the forecast period. The process of producing digital representations of soil characteristics or classes by combining field and lab observations with environmental data and mathematical models is known as digital soil mapping, or DSM. Using geographic information systems (GIS) and remote sensing, it entails integrating soil survey data with spatial predictors including vegetation, topography, climate, and land use. By increasing the effectiveness, precision, and resolution of soil data, DSM promotes sustainable agricultural and land management methods. By offering comprehensive and easily accessible soil data across sizable and frequently unmapped regions, it facilitates better decision-making.

Market Dynamics:

Driver:

Increasing demand for precision agriculture

Detailed soil data is essential for precision agriculture in order to maximise crop yields, minimise waste, and improve resource efficiency. Farmers may make well-informed decisions about planting, fertilisation, and irrigation thanks to the precise, high-resolution soil data that DSM offers. This technology supports site-specific management practices by identifying soil variations within fields. The demand for accurate soil maps increases as farmers use more sophisticated farming methods, which encourages the use of DSM. As a result, DSM integration in precision agriculture is driving market growth on a global scale.

Restraint:

High initial costs and technical complexity

The cost barrier to entry is increased by the requirement for costly equipment, such as sophisticated sensors and remote sensing instruments. Furthermore, specific knowledge is needed due to the technological intricacy of combining machine learning algorithms, remote sensing data, and GIS. Widespread adoption may be discouraged by this shortage of qualified workers, particularly in developing nations. The financial burden is further increased by ongoing maintenance and data processing expenses. All of these issues restrict the scalability of digital soil mapping technology and inhibit industry expansion.

Opportunity:

Expansion into non-agricultural sectors

Accurate soil data is becoming more and more important for the success of projects in sectors including urban planning, environmental management, and construction. The breadth of applications is expanded by this diversification, which raises demand for digital soil mapping technology. Furthermore, the need for high-resolution, real-time soil data in non-agricultural sectors frequently spurs innovation and acceptance. The market is expanding as a result of increased awareness of the importance of soil conditions in infrastructure construction. Overall, by creating new opportunities outside of traditional agriculture, this sectoral diversification speeds up market expansion.

Threat:

Fragmented regulatory standards

The creation and implementation of sophisticated mapping solutions are slowed significantly by this lack of standardisation. Businesses frequently have to spend money on several compliance frameworks, which raises expenses and slows innovation. Cross-border data sharing and cooperation are hampered by conflicting environmental reporting standards and data privacy legislation. Standardising data formats and validation procedures is therefore more difficult as a result of these regulatory differences. Consequently, the market finds it difficult to expand effectively on a worldwide basis.

Covid-19 Impact

The COVID-19 pandemic initially disrupted the digital soil mapping market due to halted field surveys, supply chain interruptions, and reduced research activities. However, the crisis accelerated digital transformation across agriculture, leading to increased adoption of remote sensing, AI, and GIS-based soil analysis tools. Government support for precision farming and sustainable practices further boosted market recovery. As restrictions eased, demand for efficient land management and food security solutions drove renewed investment, positioning digital soil mapping as a vital component in post-pandemic agricultural resilience.

The hardware solutions segment is expected to be the largest during the forecast period

The hardware solutions segment is expected to account for the largest market share during the forecast period by providing advanced sensors and IoT devices that enable precise soil data collection. These tools enhance real-time monitoring of soil properties, improving data accuracy and spatial resolution. Integration of hardware with GPS and drones facilitates large-scale soil analysis, boosting efficiency. Additionally, robust hardware supports seamless data transmission and storage for further analysis. Together, these innovations empower better decision-making in agriculture and environmental management, propelling market growth.

The farmers and agribusinesses segment is expected to have the highest CAGR during the forecast period

Over the forecast period, the farmers and agribusinesses segment is predicted to witness the highest growth rate by demanding precise soil data to optimize crop yields and resource use. They leverage digital soil maps for informed decisions on fertilizer application, irrigation, and land management, improving productivity and sustainability. Increasing adoption of precision agriculture tools among this segment boosts the need for accurate and real-time soil information. Additionally, agribusinesses invest in advanced technologies and services that enhance soil health monitoring and risk management. This rising dependence on data-driven farming solutions propels the expansion and innovation of the Digital Soil Mapping market.

Region with largest share:

During the forecast period, the Asia Pacific region is expected to hold the largest market share due to rising agricultural demand, increasing land degradation issues, and government support for modern farming technologies. Countries like China, India, and Australia are investing in digital tools to improve soil health monitoring and optimize fertilizer use. The market growth is fueled by the integration of satellite imagery, IoT, and big data analytics tailored for diverse agro-climatic zones. However, challenges such as limited awareness and infrastructural gaps persist, which market players are addressing through localized solutions and training programs.

Region with highest CAGR:

Over the forecast period, the North America region is anticipated to exhibit the highest CAGR by advanced agricultural practices and government initiatives promoting precision farming. High adoption of GIS, remote sensing, and AI technologies enhances soil data accuracy, enabling better crop management and sustainable land use. The presence of key market players, increased investments in smart farming solutions, and growing environmental concerns further accelerate market expansion. Additionally, North America's well-established agricultural infrastructure supports the integration of digital soil mapping in both large-scale and smallholder farms.

Key players in the market

Some of the key players profiled in the Digital Soil Mapping Market include Trimble Inc., John Deere, Esri, Hexagon AB, Topcon Corporation, Ag Leader Technology, SoilOptix Inc., Veris Technologies, Inc., CropX Technologies Ltd., AgEagle Aerial Systems Inc., Taranis, EarthOptics, Teralytic, Corteva Agriscience, EOS Data Analytics, Inc., Arable Labs, Inc., and Crop Nutrition Laboratory Services Ltd.

Key Developments:

In December 2024, Trimble partnered with GroundProbe, a subsidiary of Orica Digital Solutions, to offer a comprehensive slope stability monitoring portfolio for geotechnical and geospatial mining professionals. This collaboration integrates Trimble's monitoring solutions with GroundProbe's sensors and software, streamlining data flow and improving decision-making in mining operations.

In April 2024, Trimble and AGCO Corporation finalized a joint venture named PTx Trimble, combining Trimble's precision agriculture business with AGCO's JCA Technologies. AGCO holds an 85% stake, while Trimble retains 15%. This venture aims to deliver advanced, brand-agnostic precision agriculture solutions, enhancing capabilities in guidance, autonomy, and data management.

Products Covered:

  • Software Solutions
  • Hardware Solutions
  • Services
  • Other Products

Deployment Types Covered:

  • Cloud-Based
  • On-Premise

Technologies Covered:

  • Remote Sensing
  • Ground-Based Mapping
  • Machine Learning and AI-Based Mapping
  • LiDAR
  • Soil Spectroscopy
  • Geographic Information Systems
  • Satellite Imaging
  • Other Technologies

Applications Covered:

  • Precision Agriculture
  • Land-Use Planning
  • Environmental Management
  • Forestry and Natural Resource Conservation
  • Infrastructure Development
  • Soil Erosion Monitoring
  • Carbon Stock Assessment
  • Disaster Management
  • Climate Change Studies
  • Other Applications

End Users Covered:

  • Farmers and Agribusinesses
  • Government and Regulatory Bodies
  • Research Institutions
  • Environmental Agencies
  • Agricultural Consultants
  • 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 2024, 2025, 2026, 2028, and 2032
  • 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 Product Analysis
  • 3.7 Technology Analysis
  • 3.8 Application Analysis
  • 3.9 End User Analysis
  • 3.10 Emerging Markets
  • 3.11 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 Digital Soil Mapping Market, By Product

  • 5.1 Introduction
  • 5.2 Software Solutions
  • 5.3 Hardware Solutions
  • 5.4 Services
  • 5.5 Other Products

6 Global Digital Soil Mapping Market, By Deployment Type

  • 6.1 Introduction
  • 6.2 Cloud-Based
  • 6.3 On-Premise

7 Global Digital Soil Mapping Market, By Technology

  • 7.1 Introduction
  • 7.2 Remote Sensing
  • 7.3 Ground-Based Mapping
  • 7.4 Machine Learning and AI-Based Mapping
  • 7.5 LiDAR
  • 7.6 Soil Spectroscopy
  • 7.7 Geographic Information Systems
  • 7.8 Satellite Imaging
  • 7.9 Other Technologies

8 Global Digital Soil Mapping Market, By Application

  • 8.1 Introduction
  • 8.2 Precision Agriculture
  • 8.3 Land-Use Planning
  • 8.4 Environmental Management
  • 8.5 Forestry and Natural Resource Conservation
  • 8.6 Infrastructure Development
  • 8.7 Soil Erosion Monitoring
  • 8.8 Carbon Stock Assessment
  • 8.9 Disaster Management
  • 8.10 Climate Change Studies
  • 8.11 Other Applications

9 Global Digital Soil Mapping Market, By End User

  • 9.1 Introduction
  • 9.2 Farmers and Agribusinesses
  • 9.3 Government and Regulatory Bodies
  • 9.4 Research Institutions
  • 9.5 Environmental Agencies
  • 9.6 Agricultural Consultants
  • 9.7 Other End Users

10 Global Digital Soil Mapping Market, By Geography

  • 10.1 Introduction
  • 10.2 North America
    • 10.2.1 US
    • 10.2.2 Canada
    • 10.2.3 Mexico
  • 10.3 Europe
    • 10.3.1 Germany
    • 10.3.2 UK
    • 10.3.3 Italy
    • 10.3.4 France
    • 10.3.5 Spain
    • 10.3.6 Rest of Europe
  • 10.4 Asia Pacific
    • 10.4.1 Japan
    • 10.4.2 China
    • 10.4.3 India
    • 10.4.4 Australia
    • 10.4.5 New Zealand
    • 10.4.6 South Korea
    • 10.4.7 Rest of Asia Pacific
  • 10.5 South America
    • 10.5.1 Argentina
    • 10.5.2 Brazil
    • 10.5.3 Chile
    • 10.5.4 Rest of South America
  • 10.6 Middle East & Africa
    • 10.6.1 Saudi Arabia
    • 10.6.2 UAE
    • 10.6.3 Qatar
    • 10.6.4 South Africa
    • 10.6.5 Rest of Middle East & Africa

11 Key Developments

  • 11.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 11.2 Acquisitions & Mergers
  • 11.3 New Product Launch
  • 11.4 Expansions
  • 11.5 Other Key Strategies

12 Company Profiling

  • 12.1 Trimble Inc.
  • 12.2 John Deere
  • 12.3 Esri
  • 12.4 Hexagon AB
  • 12.5 Topcon Corporation
  • 12.6 Ag Leader Technology
  • 12.7 SoilOptix Inc.
  • 12.8 Veris Technologies, Inc.
  • 12.9 CropX Technologies Ltd.
  • 12.10 AgEagle Aerial Systems Inc.
  • 12.11 Taranis
  • 12.12 EarthOptics
  • 12.13 Teralytic
  • 12.14 Corteva Agriscience
  • 12.15 EOS Data Analytics, Inc.
  • 12.16 Arable Labs, Inc.
  • 12.17 Crop Nutrition Laboratory Services Ltd.

List of Tables

  • Table 1 Global Digital Soil Mapping Market Outlook, By Region (2024-2032) ($MN)
  • Table 2 Global Digital Soil Mapping Market Outlook, By Product (2024-2032) ($MN)
  • Table 3 Global Digital Soil Mapping Market Outlook, By Software Solutions (2024-2032) ($MN)
  • Table 4 Global Digital Soil Mapping Market Outlook, By Hardware Solutions (2024-2032) ($MN)
  • Table 5 Global Digital Soil Mapping Market Outlook, By Services (2024-2032) ($MN)
  • Table 6 Global Digital Soil Mapping Market Outlook, By Other Products (2024-2032) ($MN)
  • Table 7 Global Digital Soil Mapping Market Outlook, By Deployment Type (2024-2032) ($MN)
  • Table 8 Global Digital Soil Mapping Market Outlook, By Cloud-Based (2024-2032) ($MN)
  • Table 9 Global Digital Soil Mapping Market Outlook, By On-Premise (2024-2032) ($MN)
  • Table 10 Global Digital Soil Mapping Market Outlook, By Technology (2024-2032) ($MN)
  • Table 11 Global Digital Soil Mapping Market Outlook, By Remote Sensing (2024-2032) ($MN)
  • Table 12 Global Digital Soil Mapping Market Outlook, By Ground-Based Mapping (2024-2032) ($MN)
  • Table 13 Global Digital Soil Mapping Market Outlook, By Machine Learning and AI-Based Mapping (2024-2032) ($MN)
  • Table 14 Global Digital Soil Mapping Market Outlook, By LiDAR (2024-2032) ($MN)
  • Table 15 Global Digital Soil Mapping Market Outlook, By Soil Spectroscopy (2024-2032) ($MN)
  • Table 16 Global Digital Soil Mapping Market Outlook, By Geographic Information Systems (2024-2032) ($MN)
  • Table 17 Global Digital Soil Mapping Market Outlook, By Satellite Imaging (2024-2032) ($MN)
  • Table 18 Global Digital Soil Mapping Market Outlook, By Other Technologies (2024-2032) ($MN)
  • Table 19 Global Digital Soil Mapping Market Outlook, By Application (2024-2032) ($MN)
  • Table 20 Global Digital Soil Mapping Market Outlook, By Precision Agriculture (2024-2032) ($MN)
  • Table 21 Global Digital Soil Mapping Market Outlook, By Land-Use Planning (2024-2032) ($MN)
  • Table 22 Global Digital Soil Mapping Market Outlook, By Environmental Management (2024-2032) ($MN)
  • Table 23 Global Digital Soil Mapping Market Outlook, By Forestry and Natural Resource Conservation (2024-2032) ($MN)
  • Table 24 Global Digital Soil Mapping Market Outlook, By Infrastructure Development (2024-2032) ($MN)
  • Table 25 Global Digital Soil Mapping Market Outlook, By Soil Erosion Monitoring (2024-2032) ($MN)
  • Table 26 Global Digital Soil Mapping Market Outlook, By Carbon Stock Assessment (2024-2032) ($MN)
  • Table 27 Global Digital Soil Mapping Market Outlook, By Disaster Management (2024-2032) ($MN)
  • Table 28 Global Digital Soil Mapping Market Outlook, By Climate Change Studies (2024-2032) ($MN)
  • Table 29 Global Digital Soil Mapping Market Outlook, By Other Applications (2024-2032) ($MN)
  • Table 30 Global Digital Soil Mapping Market Outlook, By End User (2024-2032) ($MN)
  • Table 31 Global Digital Soil Mapping Market Outlook, By Farmers and Agribusinesses (2024-2032) ($MN)
  • Table 32 Global Digital Soil Mapping Market Outlook, By Government and Regulatory Bodies (2024-2032) ($MN)
  • Table 33 Global Digital Soil Mapping Market Outlook, By Research Institutions (2024-2032) ($MN)
  • Table 34 Global Digital Soil Mapping Market Outlook, By Environmental Agencies (2024-2032) ($MN)
  • Table 35 Global Digital Soil Mapping Market Outlook, By Agricultural Consultants (2024-2032) ($MN)
  • Table 36 Global Digital Soil Mapping Market Outlook, By Other End Users (2024-2032) ($MN)

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