封面
市场调查报告书
商品编码
1880490

2032年农业卫星影像与遥感探测市场预测:按资料类型、技术、应用、最终用户和区域分類的全球分析

Satellite Imaging & Remote Sensing in Agriculture Market Forecasts to 2032 - Global Analysis By Data Type (Multispectral Imaging, Hyperspectral Imaging, Radar Imaging and Other Data Types), 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 的一项研究,预计到 2025 年,全球农业卫星影像和遥感探测市场价值将达到 21 亿美元,到 2032 年将达到 54 亿美元,在预测期内的复合年增长率为 14%。

农业卫星遥感探测技术是指利用卫星感测器在非直接接触的情况下收集农田、作物和土壤资料。这些技术能够捕捉不同频谱频宽的影像,从而深入了解作物健康状况、生长模式、土壤湿度、养分含量以及病虫害发生。分析这些数据可以帮助农民做出明智的灌溉、施肥和收割决策,提高生产力和永续性。遥感探测能够实现大规模监测、早期问题检测和高效资源管理,使其成为精密农业的重要工具,同时也有助于提高农业整体效率和环境保护。

精密农业解决方案的需求日益增长

农民正在采用卫星影像和遥感探测技术来精确监测作物健康状况、土壤状况和灌溉需求。这些工具能够实现数据驱动的决策,从而提高产量并减少资源浪费。人工智慧和地理资讯系统(GIS)技术的进步正在增强我们分析卫星影像的能力。各国政府和相关企业正在推广精密农业,以增强粮食安全和永续性。人们对气候变迁的日益关注进一步凸显了卫星监测的重要性,并加速了其应用。

高昂的初始投资和营运成本

农民和合作社在实施先进影像服务和分析平台方面常常面临成本挑战。地面站和资料处理系统等基础设施需求进一步增加了成本。儘管长期效益显着,但小规模的业者难以证明这些成本的合理性。新兴经济体中区域间的经济承受能力差异阻碍了这些技术的普及,并持续限制市场渗透。

对作物产量优化的需求日益增长

对作物产量优化日益增长的需求推动了对卫星影像和遥感探测技术的需求。农民越来越依赖预测分析来最大限度地提高气候变迁条件下的生产力。各种平台正在整合频谱和高光谱遥测影像,以提供作物健康状况的详细资讯。云端基础的解决方案正在提高小规模农户获取资讯的便利性。农业技术Start-Ups正在开发针对当地农业需求的影像服务,并不断扩大其服务范围。全球对智慧农业的投资不断增加,正在加速创新和应用。

影响卫星资料精度的天气状况

云层覆盖、风暴和季节变化常常会降低卫星影像的可靠性。农民在解读不完整或失真的数据时面临许多挑战。对有利天气条件的依赖限制了监测的一致性。各机构对基于卫星的建议的准确性表示担忧。资料校正过程缺乏透明度会削弱信任,降低资料的采用率。因此,这些因素阻碍了市场实现完全可靠的目标。

新冠疫情的感染疾病:

新冠疫情的影响导致市场快速成长,传统供应链中断,农业领域数位化技术的应用加速发展。封锁措施凸显了远端监测和卫星分析对于维持农业生产的重要性。图像平台积极响应,扩展基础设施,并为农民提供行动优先的解决方案。各国政府大力推动数位化农业倡议,以确保危机期间的粮食安全。即使在疫情结束后,结合实地经验和卫星资讯的混合模式依然保持发展势头。此次危机使卫星图像成为提升农业韧性的主流工具,并纳入长期农业战略。

预计在预测期内,频谱成像领域将占据最大的市场份额。

由于频谱成像能够获取详细的作物健康数据、土壤状况和植被指数,从而支持大规模精密农业实践,预计在预测期内,多光谱成像领域将占据最大的市场份额。农民正越来越多地采用频谱成像技术来精确监测养分缺乏、病虫害和灌溉需求。卫星技术和地理资讯系统(GIS)整合技术的进步正在提高频谱资料的分辨率和可靠性。农业相关企业正在将频谱成像技术整合到其决策支援系统(DSS)平台中,以提高永续性和盈利。因此,频谱成像将继续成为卫星农业的基础,并占据最大的市场份额。

预计在预测期内,无人机成像领域将呈现最高的复合年增长率。

由于无人机价格日益亲民、灵活便捷,能够为不同地区的农民提供即时、在局部的影像,预计无人机成像领域在预测期内将实现最高成长率。农民越来越多地使用无人机进行田间测绘、作物调查和精准喷洒。无人机硬体和人工智慧分析技术的进步正在提升其精度和实用性。区域性Start-Ups公司正在拓展面向小规模农户的专业无人机服务,扩大其服务范围。多个地区的扶持性法规正在促进无人机的安全普及应用。

占比最大的地区:

在预测期内,北美预计将占据最大的市场份额,并巩固其长期领先地位,这主要得益于先进的数位基础设施、对精密农业的大力机构投资以及农民对卫星图像益处的高度认知。美国和加拿大正主导卫星影像技术的应用,将其融入主流农业生产。大学和农业相关企业正在将遥感探测应用于研究和商业活动中,以提高产量。创业投资正在加速全部区域农业科技Start-Ups的创新。农民对数位化工具的投资意愿也巩固了其市场主导地位。

预计年复合成长率最高的地区:

预计亚太地区在预测期内将实现最高的复合年增长率,这主要得益于快速的都市化、政府主导的智慧农业倡议以及小规模农户对价格合理的卫星图像平台日益增长的需求,以扩大其在各类农业领域的覆盖范围。中国、印度、日本和韩国等国正透过国家数位农业计画推动卫星图像平台的应用。中产阶级收入的成长和行动网路普及率的提高也推动了对价格合理的图像解决方案的需求。本地Start-Ups和全球公司正在拓展行动优先和无人机整合的影像服务,以满足区域需求。

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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
    • 数据分析
    • 数据检验
    • 研究途径
  • 研究材料
    • 原始研究资料
    • 次级研究资讯来源
    • 先决条件

第三章 市场趋势分析

  • 介绍
  • 司机
  • 抑制因素
  • 机会
  • 威胁
  • 技术分析
  • 应用分析
  • 终端用户分析
  • 新兴市场
  • 新冠疫情的影响

第四章 波特五力分析

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

5. 全球农业卫星影像与遥感探测市场(依资料类型划分)

  • 介绍
  • 频谱成像
  • 高光谱影像
  • 雷达成像
  • 热感成像
  • LiDAR
  • 其他资料类型

6. 全球农业卫星影像与遥感探测市场(依技术划分)

  • 介绍
  • 卫星影像
  • 无人机影像
  • 地面安装感测器
  • 地理资讯系统和云端平台
  • 其他技术

7. 全球农业卫星影像与遥感探测市场(按应用领域划分)

  • 介绍
  • 作物监测和产量预测
  • 土壤分析和灌溉管理
  • 病虫害检测
  • 天气预报和气候建模
  • 供应链和库存管理
  • 其他用途

8. 全球农业卫星影像与遥感探测市场(依最终用户划分)

  • 介绍
  • 农民和农业相关企业
  • 农业顾问
  • 政府机构
  • 研究所
  • 农业技术公司
  • 食品和商品贸易商
  • 其他最终用户

9. 全球农业卫星影像与遥感探测市场(按地区划分)

  • 介绍
  • 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
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 亚太其他地区
  • 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

第十章:重大进展

  • 协议、伙伴关係、合作和合资企业
  • 收购与併购
  • 新产品上市
  • 业务拓展
  • 其他关键策略

第十一章 企业概况

  • Planet Labs
  • Maxar Technologies
  • Airbus Defence and Space
  • European Space Imaging
  • Satellogic
  • Capella Space
  • ICEYE
  • BlackSky Global
  • Orbital Insight
  • Descartes Labs
  • EarthDaily Analytics
  • GeoIQ
  • SkyWatch
  • UrtheCast
  • EOS Data Analytics
Product Code: SMRC32507

According to Stratistics MRC, the Global Satellite Imaging & Remote Sensing in Agriculture Market is accounted for $2.1 billion in 2025 and is expected to reach $5.4 billion by 2032 growing at a CAGR of 14% during the forecast period. Satellite imaging and remote sensing in agriculture involve the use of satellite-mounted sensors to collect data about farmland, crops, and soil without direct contact. These technologies capture images across various spectral bands, providing insights into crop health, growth patterns, soil moisture, nutrient levels, and pest or disease outbreaks. By analyzing this data, farmers can make informed decisions on irrigation, fertilization, and harvesting, enhancing productivity and sustainability. Remote sensing enables large-scale monitoring, early detection of problems, and efficient resource management, making it a vital tool for precision agriculture and improving overall agricultural efficiency and environmental stewardship.

Market Dynamics:

Driver:

Increasing demand for precision agriculture solutions

Farmers are adopting satellite imaging and remote sensing technologies to monitor crop health, soil conditions, and irrigation needs with accuracy. These tools enable data-driven decision-making that improves yields and reduces resource wastage. Advances in AI and GIS integration are enhancing the analytical capabilities of satellite imagery. Governments and agribusinesses are promoting precision agriculture to strengthen food security and sustainability. Rising awareness of climate variability is reinforcing the importance of satellite-based monitoring, thereby accelerating adoption.

Restraint:

High initial investment and operational costs

Farmers and cooperatives often face challenges in affording advanced imaging services and analytical platforms. Infrastructure requirements, including ground stations and data processing systems, add to the expense. Smaller players struggle to justify costs despite long-term benefits. Regional disparities in affordability reduce adoption in emerging economies. Therefore, this continues to hinder the market from achieving mass adoption.

Opportunity:

Growing need for crop yield optimization

Growing need for crop yield optimization is boosting demand for satellite imaging and remote sensing technologies. Farmers are increasingly relying on predictive analytics to maximize productivity under changing climatic conditions. Platforms are integrating multispectral and hyperspectral imaging to provide detailed insights into crop health. Cloud-based solutions are enhancing accessibility for smallholder farmers. Agritech startups are tailoring imaging services to local farming needs, thereby expanding reach. Rising global investments in smart agriculture are accelerating innovation and adoption.

Threat:

Weather conditions affecting satellite data accuracy

Cloud cover, storms, and seasonal variability often reduce the reliability of satellite imagery. Farmers face challenges in interpreting incomplete or distorted data. Dependence on favorable weather conditions limits the consistency of monitoring. Institutions are raising concerns about the accuracy of satellite-based recommendations. Limited transparency in data correction processes weakens trust, thereby reducing adoption. Therefore, this hampers the market from achieving full credibility.

Covid-19 Impact:

The market experienced a surge due to Covid-19, which disrupted traditional supply chains and accelerated digital adoption in agriculture. Lockdowns highlighted the need for remote monitoring and satellite-based analytics to sustain farming operations. Imaging platforms responded by scaling infrastructure and offering mobile-first solutions for farmers. Governments promoted digital agriculture initiatives to ensure food security during the crisis. Post-pandemic, hybrid models combining field expertise with satellite insights are sustaining momentum. The crisis normalized satellite imaging as a mainstream tool for resilience, thereby embedding it into long-term agricultural strategies.

The multispectral imaging segment is expected to be the largest during the forecast period

The multispectral imaging segment is expected to account for the largest market share during the forecast period due to its ability to capture detailed crop health data, soil conditions, and vegetation indices that support precision agriculture practices at scale. Farmers are increasingly adopting multispectral imaging to monitor nutrient deficiencies, pest infestations, and irrigation needs with accuracy. Advances in satellite technology and GIS integration are enhancing the resolution and reliability of multispectral data. Agribusinesses are embedding multispectral imaging into DSS platforms to improve sustainability and profitability. As a result, multispectral imaging remains the backbone of satellite-based agriculture and secures the largest share of the market.

The drone imaging segment is expected to have the highest CAGR during the forecast period

Over the forecast period, the drone imaging segment is predicted to witness the highest growth rate owing to increasing affordability, flexibility, and accessibility of drones that provide real-time, localized imaging for farmers across diverse geographies. Farmers are increasingly using drones for field mapping, crop scouting, and precision spraying. Advances in drone hardware and AI-enabled analytics are improving accuracy and usability. Local startups are scaling drone services tailored to smallholder farmers, thereby expanding reach. Regulatory support in several regions is encouraging safe and widespread drone adoption.

Region with largest share:

During the forecast period, the North America region is expected to hold the largest market share due to advanced digital infrastructure, strong institutional investments in precision agriculture, and high farmer awareness of satellite imaging benefits that reinforce long-term leadership. The U.S. and Canada are leading adoption through integration of satellite imaging into mainstream farming practices. Universities and agribusinesses are embedding remote sensing into research and commercial operations to improve yields. Venture capital funding is accelerating innovation in agritech startups across the region. High farmer willingness to invest in digital tools reinforces market leadership.

Region with highest CAGR:

Over the forecast period, the Asia Pacific region is anticipated to exhibit the highest CAGR owing to rapid urbanization, government-led smart farming initiatives, and rising smallholder demand for affordable satellite imaging platforms that expand access across diverse agricultural segments. Countries such as China, India, Japan, and South Korea are driving adoption through national digital agriculture programs. Rising middle-class incomes and mobile penetration are expanding demand for affordable imaging solutions. Local startups and global players are scaling mobile-first and drone-linked imaging services tailored to regional needs.

Key players in the market

Some of the key players in Satellite Imaging & Remote Sensing in Agriculture Market include Planet Labs, Maxar Technologies, Airbus Defence and Space, European Space Imaging, Satellogic, Capella Space, ICEYE, BlackSky Global, Orbital Insight, Descartes Labs, EarthDaily Analytics, GeoIQ, SkyWatch, UrtheCast and EOS Data Analytics.

Key Developments:

In January 2024, Planet Labs announced a strategic partnership with Bayer. This multi-year agreement integrates Planet's satellite imagery and analytics platform directly into Bayer's FieldView digital agriculture platform. The collaboration is designed to provide farmers with high-frequency, high-resolution data to monitor crop health, identify potential issues like pest infestations or water stress early in the season, and make more informed decisions to optimize inputs and improve sustainability.

In May 2023, Maxar Technologies was acquired by the private equity firms Advent International and British Columbia Investment Management Corporation, taking the company private in a deal valued at approximately $6.4 billion, finalized in May 2023. This move was not directly a market strategy but a fundamental corporate restructuring aimed at providing the long-term capital and strategic flexibility needed to execute its ambitious roadmap, including the launch of its next-generation WorldView Legion constellation.

Data Types Covered:

  • Multispectral Imaging
  • Hyperspectral Imaging
  • Radar Imaging
  • Thermal Imaging
  • LiDAR
  • Other Data Types

Technologies Covered:

  • Satellite Imaging
  • Drone Imaging
  • Ground-Based Sensors
  • GIS & Cloud Platforms
  • Other Technologies

Applications Covered:

  • Crop Monitoring & Yield Prediction
  • Soil Analysis & Irrigation Management
  • Pest & Disease Detection
  • Weather Forecasting & Climate Modeling
  • Supply Chain & Inventory Management
  • Other Applications

End Users Covered:

  • Farmers & Agribusiness Enterprises
  • Agricultural Consultants
  • Government Agencies
  • Research Institutions
  • Agri-Tech Companies
  • Food & Commodity Traders
  • 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 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 Satellite Imaging & Remote Sensing in Agriculture Market, By Data Type

  • 5.1 Introduction
  • 5.2 Multispectral Imaging
  • 5.3 Hyperspectral Imaging
  • 5.4 Radar Imaging
  • 5.5 Thermal Imaging
  • 5.6 LiDAR
  • 5.7 Other Data Types

6 Global Satellite Imaging & Remote Sensing in Agriculture Market, By Technology

  • 6.1 Introduction
  • 6.2 Satellite Imaging
  • 6.3 Drone Imaging
  • 6.4 Ground-Based Sensors
  • 6.5 GIS & Cloud Platforms
  • 6.6 Other Technologies

7 Global Satellite Imaging & Remote Sensing in Agriculture Market, By Application

  • 7.1 Introduction
  • 7.2 Crop Monitoring & Yield Prediction
  • 7.3 Soil Analysis & Irrigation Management
  • 7.4 Pest & Disease Detection
  • 7.5 Weather Forecasting & Climate Modeling
  • 7.6 Supply Chain & Inventory Management
  • 7.7 Other Applications

8 Global Satellite Imaging & Remote Sensing in Agriculture Market, By End User

  • 8.1 Introduction
  • 8.2 Farmers & Agribusiness Enterprises
  • 8.3 Agricultural Consultants
  • 8.4 Government Agencies
  • 8.5 Research Institutions
  • 8.6 Agri-Tech Companies
  • 8.7 Food & Commodity Traders
  • 8.8 Other End Users

9 Global Satellite Imaging & Remote Sensing in Agriculture Market, By Geography

  • 9.1 Introduction
  • 9.2 North America
    • 9.2.1 US
    • 9.2.2 Canada
    • 9.2.3 Mexico
  • 9.3 Europe
    • 9.3.1 Germany
    • 9.3.2 UK
    • 9.3.3 Italy
    • 9.3.4 France
    • 9.3.5 Spain
    • 9.3.6 Rest of Europe
  • 9.4 Asia Pacific
    • 9.4.1 Japan
    • 9.4.2 China
    • 9.4.3 India
    • 9.4.4 Australia
    • 9.4.5 New Zealand
    • 9.4.6 South Korea
    • 9.4.7 Rest of Asia Pacific
  • 9.5 South America
    • 9.5.1 Argentina
    • 9.5.2 Brazil
    • 9.5.3 Chile
    • 9.5.4 Rest of South America
  • 9.6 Middle East & Africa
    • 9.6.1 Saudi Arabia
    • 9.6.2 UAE
    • 9.6.3 Qatar
    • 9.6.4 South Africa
    • 9.6.5 Rest of Middle East & Africa

10 Key Developments

  • 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 10.2 Acquisitions & Mergers
  • 10.3 New Product Launch
  • 10.4 Expansions
  • 10.5 Other Key Strategies

11 Company Profiling

  • 11.1 Planet Labs
  • 11.2 Maxar Technologies
  • 11.3 Airbus Defence and Space
  • 11.4 European Space Imaging
  • 11.5 Satellogic
  • 11.6 Capella Space
  • 11.7 ICEYE
  • 11.8 BlackSky Global
  • 11.9 Orbital Insight
  • 11.10 Descartes Labs
  • 11.11 EarthDaily Analytics
  • 11.12 GeoIQ
  • 11.13 SkyWatch
  • 11.14 UrtheCast
  • 11.15 EOS Data Analytics

List of Tables

  • Table 1 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Region (2024-2032) ($MN)
  • Table 2 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Data Type (2024-2032) ($MN)
  • Table 3 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Multispectral Imaging (2024-2032) ($MN)
  • Table 4 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Hyperspectral Imaging (2024-2032) ($MN)
  • Table 5 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Radar Imaging (2024-2032) ($MN)
  • Table 6 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Thermal Imaging (2024-2032) ($MN)
  • Table 7 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By LiDAR (2024-2032) ($MN)
  • Table 8 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Other Data Types (2024-2032) ($MN)
  • Table 9 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Technology (2024-2032) ($MN)
  • Table 10 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Satellite Imaging (2024-2032) ($MN)
  • Table 11 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Drone Imaging (2024-2032) ($MN)
  • Table 12 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Ground-Based Sensors (2024-2032) ($MN)
  • Table 13 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By GIS & Cloud Platforms (2024-2032) ($MN)
  • Table 14 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Other Technologies (2024-2032) ($MN)
  • Table 15 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Application (2024-2032) ($MN)
  • Table 16 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Crop Monitoring & Yield Prediction (2024-2032) ($MN)
  • Table 17 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Soil Analysis & Irrigation Management (2024-2032) ($MN)
  • Table 18 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Pest & Disease Detection (2024-2032) ($MN)
  • Table 19 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Weather Forecasting & Climate Modeling (2024-2032) ($MN)
  • Table 20 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Supply Chain & Inventory Management (2024-2032) ($MN)
  • Table 21 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Other Applications (2024-2032) ($MN)
  • Table 22 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By End User (2024-2032) ($MN)
  • Table 23 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Farmers & Agribusiness Enterprises (2024-2032) ($MN)
  • Table 24 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Agricultural Consultants (2024-2032) ($MN)
  • Table 25 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Government Agencies (2024-2032) ($MN)
  • Table 26 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Research Institutions (2024-2032) ($MN)
  • Table 27 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Agri-Tech Companies (2024-2032) ($MN)
  • Table 28 Global Satellite Imaging & Remote Sensing in Agriculture Market Outlook, By Food & Commodity Traders (2024-2032) ($MN)
  • Table 29 Global Satellite Imaging & Remote Sensing in Agriculture 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.