查看購物車
  • Simplified Chinese
  • English
  • Japanese
  • Korean
封面
市場調查報告書
商品編碼
1744632

2032 年數位土壤測繪市場預測：按產品、部署類型、技術、應用、最終用戶和地區進行的全球分析

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個工作天內

價格

根據 Stratistics MRC 的預測，全球數位土壤測繪市場規模預計在 2025 年達到 11.4787 億美元，預計到 2032 年將達到 24.9038 億美元，預測期內的複合年成長率為 11.7%。

將實地和實驗室觀測結果與環境數據和數學模型相結合，以數位化方式呈現土壤特性和類別的過程被稱為數位土壤測繪 (DSM)。它利用地理資訊系統 (GIS) 和遙感探測，將土壤調查數據與植被、地形、氣候和土地利用等空間預測指標結合。透過提高土壤數據的可用性、準確性和解析度，DSM 促進了永續的農業和土地管理實踐。 DSM 提供涵蓋廣泛且通常未繪製地圖的地區的全面、易於獲取的土壤數據，從而促進更明智的決策。

精密農業需求不斷成長

詳細的土壤數據對於精密農業至關重要，它可以最大限度地提高作物產量，最大限度地減少浪費，並提高資源效率。借助 DSM 提供的精確、高解析度土壤數據，農民可以就種植、施肥和灌溉做出明智的決策。該技術透過識別田間土壤的變異性來支持針對特定田地的管理實踐。隨著農民採用更先進的農業實踐，對精確土壤地圖的需求也日益成長，從而推動了 DSM 的普及。因此，DSM 與精密農業的整合正在推動全球市場的成長。

初始成本高且技術複雜

由於需要昂貴的設備，包括先進的感測器和遙感探測儀器，進入門檻很高。此外，將機器學習演算法、遙感探測資料和GIS結合的技術複雜性需要專業知識。缺乏合格的人才可能會阻礙其廣泛應用，尤其是在開發中國家。持續的維護和數據處理成本進一步加劇了經濟負擔。所有這些問題都限制了數位土壤測繪技術的擴充性，並阻礙了該行業的擴張。

向非農領域擴展

在城市規劃、環境管理和建築等領域，準確的土壤數據對於計劃的成功交付日益重要。這種多樣化趨勢推動了對數位土壤測繪技術的需求，因為它拓寬了其應用範圍。此外，非農業領域也需要高解析度的即時土壤數據，這往往會刺激技術創新和普及。隨著人們越來越意識到土壤條件在基礎建設中的重要性，市場也不斷擴大。總體而言，這種多樣化趨勢正在透過在傳統農業以外的領域創造新的機會來加速市場擴張。

監管標準分散

缺乏標準化嚴重阻礙了先進地圖解決方案的創建和應用。企業通常需要支付多個合規框架的費用，這不僅增加了成本，也阻礙了創新。跨境資料共用與協作因相互衝突的環境報告標準和資料隱私法而受到阻礙。由於這些監管差異，數據格式和檢驗程序的標準化變得更加困難。最終，市場難以有效實現全球擴張。

COVID-19的影響

新冠疫情最初擾亂了數位土壤測繪市場，原因是實地調查暫停、供應鏈中斷以及調查活動減少。然而，這場危機加速了農業領域的數位轉型，促使人們更廣泛地採用遙感探測、人工智慧和基於GIS的土壤分析工具。政府對精密農業和永續實踐的支持進一步促進了市場復甦。隨著限制措施的放鬆，對高效土地管理和糧食安全解決方案的需求推動了新的投資，使數位土壤測繪成為疫情後農業韌性的重要組成部分。

預計在預測期內，硬體解決方案部分將成長至最大的部分。

預計硬體解決方案領域將在預測期內佔據最大市場佔有率，這得益於先進的感測器和物聯網設備，這些設備能夠實現精準的土壤數據收集。這些工具增強了對土壤特性的即時監測，並提高了數據準確性和空間解析度。硬體與GPS和無人機的整合有助於進行大規模土壤分析，從而提高效率。此外，強大的硬體支援無縫資料傳輸和存儲，以便進行進一步分析。這些技術創新有助於農業和環境管理領域做出更明智的決策，從而推動市場成長。

預計預測期內農民和相關企業部門的複合年成長率最高。

在預測期內，農民和農業綜合企業領域預計將呈現最高成長率，因為他們需要精確的土壤數據來最佳化作物產量和資源利用。他們利用數位土壤地圖進行施肥、灌溉和土地管理方面的明智決策，以提高生產力和永續性。精密農業工具在該領域日益普及，推動了對準確即時土壤資訊的需求。此外，相關企業正在投資先進技術和服務，以加強土壤健康監測和風險管理。對數據主導農業解決方案的日益依賴，正在推動數位土壤測繪市場的擴張和創新。

比最大的地區

由於農業需求成長、土地劣化問題日益嚴重以及政府對現代農業技術的支持，預計亞太地區將在預測期內佔據最大的市場佔有率。中國、印度和澳洲等國家正在投資數位工具，以改善土壤健康監測並最佳化肥料使用。衛星影像、物聯網和巨量資料分析對不同農業氣候區的整合正在推動市場成長。然而，認知度不足和基礎設施缺口等挑戰仍然存在，市場參與企業正在透過針對特定區域的解決方案和培訓項目來應對這些挑戰。

複合年成長率最高的地區：

在預測期內，由於各國政府大力推廣先進農業實踐和精密農業，預計北美地區將呈現最高的複合年成長率。地理資訊系統 (GIS)、遙感探測和人工智慧 (AI) 技術的廣泛應用正在提高土壤數據的準確性，從而實現更好的作物管理和永續的土地利用。主要市場參與者的加入、對智慧農業解決方案投資的不斷增加以及對環境問題的日益關注，將進一步推動市場擴張。此外，北美完善的農業基礎設施支援大型和小型農場整合數位土壤測繪。

免費客製化服務：

訂閱此報告的客戶可享有以下免費自訂選項之一：

  • 公司簡介
    • 全面分析其他市場參與者（最多 3 家公司）
    • 主要企業的SWOT分析（最多3家公司）
  • 地理細分
    • 根據客戶興趣對主要國家市場進行估計、預測和複合年成長率（註：基於可行性檢查）
  • 競爭基準化分析
    • 根據產品系列、地理分佈和策略聯盟對主要企業基準化分析

目錄

第1章執行摘要

第2章 前言

  • 概述
  • 相關利益者
  • 研究範圍
  • 調查方法
    • 資料探勘
    • 數據分析
    • 數據檢驗
    • 研究途徑
  • 研究資訊來源
    • 初級研究資訊來源
    • 次級研究資訊來源
    • 先決條件

第3章市場走勢分析

  • 驅動程式
  • 限制因素
  • 機會
  • 威脅
  • 產品分析
  • 技術分析
  • 應用分析
  • 最終用戶分析
  • 新興市場
  • COVID-19的影響

第4章 波特五力分析

  • 供應商的議價能力
  • 買家的議價能力
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭對手之間的競爭

5. 全球數位土壤測繪市場（按產品）

  • 軟體解決方案
  • 硬體解決方案
  • 服務
  • 其他產品

6. 全球數位土壤測繪市場（依部署類型）

  • 雲端基礎
  • 本地

7. 全球數位土壤測繪市場（按技術）

  • 遙感探測
  • 地面測繪
  • 機器學習/基於人工智慧的地圖繪製
  • 騎士
  • 土壤光譜學
  • 地理資訊系統
  • 衛星影像
  • 其他技術

8. 全球數位土壤測繪市場（按應用）

  • 精密農業
  • 土地利用規劃
  • 環境管理
  • 林業和自然資源保護
  • 基礎建設發展
  • 土壤侵蝕監測
  • 碳儲量評估
  • 災害管理
  • 氣候變遷研究
  • 其他用途

第9章全球數位土壤測繪市場（依最終用戶）

  • 農民及農業相關企業
  • 政府和監管機構
  • 研究所
  • 環境署
  • 農業顧問
  • 其他最終用戶

第10章全球數位土壤測繪市場（按地區）

  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 義大利
    • 法國
    • 西班牙
    • 其他歐洲國家
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 紐西蘭
    • 韓國
    • 其他亞太地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地區
  • 中東和非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 卡達
    • 南非
    • 其他中東和非洲地區

第11章 重大進展

  • 協議、夥伴關係、合作和合資企業
  • 收購與合併
  • 新產品發布
  • 業務擴展
  • 其他關鍵策略

第12章 公司概況

  • 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.