封面
市场调查报告书
商品编码
1182338

作物监测全球市场预测:到 2028 年按组成部分、农场类型、技术、应用和地区分析

Crop Monitoring Market Forecasts to 2028 - Global Analysis By Component, By Farm Type By Technology, By Application and Geography

出版日期: | 出版商: Stratistics Market Research Consulting | 英文 175+ Pages | 商品交期: 2-3个工作天内

价格

到 2028 年,全球作物监测市场规模预计将从 2022 年的 1477 万美元增长到 2437 万美元,预测期内復合年增长率为 17.2%。

越来越多地使用作物监测设备来提高作物产量以及增加对农业技术的投资等因素正在推动全球作物监测市场向前发展。

本报告审视了全球作物监测市场,并提供了市场驱动因素/限制因素、市场机会、COVID-19 的影响、按细分市场进行的市场分析以及主要参与者概况等信息。

内容

第 1 章执行摘要

第二章前言

第三章市场趋势分析

  • 司机
  • 约束因素
  • 机会
  • 威胁
  • 技术分析
  • 使用分析
  • 新兴市场
  • COVID-19 的影响

第 4 章波特五力分析

第 5 章全球作物监测市场:按组成部分

  • 硬件
    • 智能传感器
    • 收发单元
    • 控制台显示
    • 其他
  • 软件/移动应用程序
  • 服务
    • 咨询服务
    • 集成和实施服务
    • 支持

第 6 章全球作物监测市场:按农场类型

  • 小农场
  • 中型农场
  • 大农场

第 7 章全球作物监测市场:按技术分类

  • 可变功技术
  • 传感/成像
  • 自动化/机器人

第 8 章全球作物监测市场:按应用

  • 土壤监测
  • 实地测绘
  • 作物侦察
  • 产量监控
  • 可变工作申请
  • 天气监测和预报
  • 其他

第 9 章。全球作物监测市场:按地区

  • 北美
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 意大利
    • 法国
    • 西班牙
    • 其他
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳大利亚
    • 新西兰
    • 韩国
    • 其他
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 其他
  • 中东和非洲
    • 沙特阿拉伯
    • 阿拉伯联合酋长国
    • 卡塔尔
    • 南非
    • 其他

第10章主要发展

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

第11章公司简介

  • Deere & Company
  • Monsanto company
  • Libelium Comunicaciones Distribuidas S.L.
  • Topcon precision agriculture
  • Trimble Inc.,
  • AGCO Corporation
  • Pessl Instruments GmbH
  • Teejet Technologies Illinois Llc
  • Yara International ASA
  • CropX Technologies
  • Kasco Manufacturing Co., Inc.
  • John Deere
  • Davimac Manufacturing
  • Kubota Corporation
  • Morris Industries Ltd
  • Seedmaster
  • Surface Optics Corporation
Product Code: SMRC22156

According to Stratistics MRC, the Global Crop Monitoring Market is accounted for $14.77 million in 2022 and is expected to reach $24.37 million by 2028 growing at a CAGR of 17.2% during the forecast period. Crop monitoring devices are sold by entities (organisations, sole traders, and partnerships) that monitor crop growth and any anomalies in order to effectively prevent diseases or infections that would harm crops. Crop monitoring devices are smart devices that are used to improve crop production during the crop development stages, such as water spraying and harvesting. They were deployed in the field to collect data on a variety of parameters such as temperature, precipitation, leaf water potential, and overall crop health. Factors such as the increased use of crop monitoring devices to boost crop production and rising investments in agricultural technologies are propelling the global crop monitoring market forward. Furthermore, the introduction of smart agriculture techniques and the use of internet of things technology to support sustainable agriculture are expected to open up numerous growth opportunities for market participants during the forecast period.

According to a BI Intelligence survey, the adoption of IoT devices in the agriculture business reached 75 million in 2020, expanding at a rate of 20% each year. With this growth, the market is expected to rise during the forecast period.

Market Dynamics:

Driver:

Rising adoption of AI and IoT-based crop monitoring devices

The emergence of IoT and AI-based crop monitoring devices has been a driving factor in the growth of the crop monitoring market. Furthermore, the connected environment, combined with remote monitoring capabilities, has resulted in increased adoption of these devices. Because of advancements in the field of sensors and their affordability, the use of smart sensors is becoming more common in the agricultural sector. Companies such as Prospera Technologies (Israel), Blue River Technology (US), Bosch (Germany), CropIn Technology (India), and Sigfox (France) have made significant market impact by providing advanced technologies in AI and IoT for improved crop monitoring and management.

Restraint:

Low penetration of advanced agriculture technologies in developing countries

Low penetration of advanced agricultural technologies in developing countries could become a major barrier to market growth. Several barriers to technology adoption in developing countries, such as unskilled farmers, a less technologically savvy population, and a family-owned farming model, have resulted in low adoption of advanced technology. Furthermore, low technology awareness among farmers in developing economies' rural areas has resulted in lower adoption of sensing and imagery technology for crop monitoring.

Opportunity:

Increase in demand for smart agriculture & IoT in Agriculture

The growing demand for smart agriculture and IoT in agriculture is expected to drive the crop monitoring market forward. IoT smart farming is a system that uses sensors to monitor crop fields for light, humidity, temperature, soil moisture, crop health, and irrigation system automation, allowing farmers to monitor agricultural conditions from any location. In response to shrinking agricultural lands and the depletion of finite natural resources, the desire to increase farm yields grew. Smart farming based on IoT technologies enables farmers and growers to reduce waste while increasing productivity. Thus, an increase in smart agriculture and IoT in agriculture demand is propelling the crop monitoring market forward.

Threat:

Small and fragmented land holdings in large parts of world

Catering to farmers with small and fragmented land holdings is a major challenge for companies in the crop monitoring market. Remote sensing, VRT, automation, and robotics implementation is based on economies of scale, as a small holding will not provide a significant return. Countries such as China and India have enormous market potential, but their land holdings are quite small and fragmented. This could be a significant challenge in the global market's development.

COVID-19 Impact

The COVD-19 had a brief impact on the crop monitoring market, particularly during the initial phase of the COVID due to global lockdown. The strict lockdown imposed resulted in the partial or complete shutdown of industries, disrupting supply chains and crop monitoring solution manufacturing. New projects have stalled all over the world, resulting in a drop in demand for crop monitoring solutions. However, as industries recover, the demand for crop monitoring solutions will rise, as the agricultural sector has suffered greatly due to the labour crisis. As a result, the demand for automation and robotic crop monitoring solutions will rise, propelling the market forward.

The Hardware segment is expected to be the largest during the forecast period

During the forecast period, the Hardware segment is expected to gain the largest share due to the increased use of sensing and imagery technologies to determine key crop production indicators such as yield and production, cropping intensity, crop acreage, crop condition, and crop planting proportion. The developing economies are assessing crop production and related indicators using remote sensing data combined with selected field data. The growing need to detect moisture deficiency in crops, pests, weeds, and fungi has increased the use of remote sensing technology. Moreover, crop and soil sensors, farm mapping, and aerial drones are being used by farmers to increase crop yield and improve crop quality, which is expected to drive the growth of the market.

The Small sized farms segment is expected to have the highest CAGR during the forecast period

The small-sized farms segment is expected to grow at the highest CAGR during the forecast period. Small farms are more common in countries such as India, China, and several Southeast Asian countries that are investing heavily in digitising the agriculture sector. Furthermore, the presence of various corporations in these countries has resulted in a demand for advanced agricultural technology on small farms. In addition to that, the government of Andhra Pradesh has adopted technological solutions for delivering sustainable solutions to smallholder farmers in order to boost India's agriculture sector. Such factors are boosting the growth of the small sized farms segment.

Region with largest share:

In 2020, Asia Pacific dominated the market with a 42% share and is expected to maintain the largest share during the forecast period. Companies such as Trimble, John Deere, and other agri-tech heavyweights have a significant market share in crop monitoring. However, because of the widespread adoption of agricultural technology in countries such as India, China, Australia, and Japan, the Asia Pacific region is expected to grow rapidly. Furthermore, significant government changes in the Asia Pacific region to improve and digitise the agriculture industry may propel the crop monitoring market growth.

Region with highest CAGR:

The North America region is expected to register the highest CAGR growth during the forecast period owing to agriculture-specific technologies that are rapidly gaining traction in the region. According to Cambridge University, precision agriculture has been adopted by roughly 52% of farms in the United States. In 2017, approximately 2,029,200 farms in the United States used 950 million acres of land, according to US Department of Agriculture estimates. Moreover, because of the importance of agriculture, the governments are putting more emphasis on introducing precision agricultural technologies in this region, resulting in market growth.

Key players in the market

Some of the key players profiled in the Crop Monitoring Market include Deere & Company, Monsanto company, Libelium Comunicaciones Distribuidas S.L., Topcon precision agriculture, Trimble Inc., AGCO Corporation, Pessl Instruments GmbH, Teejet Technologies Illinois Llc, Yara International ASA, CropX Technologies, Kasco Manufacturing Co., Inc., John Deere, The Climate Corporation, Kubota Corporation, Morris Industries Ltd, Seedmaster and Surface Optics Corporation.

Key Developments:

In May 2020, Pessl Instruments GmbH announced the integration of its IoT and agro-meteorological data management platform named 'Fieldclimate' with Microsoft Azure FarmBeats. The integration was aimed to enable easy and profitable agriculture data-analysis for better decision-making

In January 2020, Cropx, a US-based soil sensing and data analytics company, acquired CropMetrics for an undisclosed amount. Through this acquisition, CropX aims to become a global leader for in-soil IoT solutions by adding CropMetrics's solutions, extensive dealer network, and experienced support team. Cropmetrics LLC is a US-based provider of advanced agronomic solutions and specializes in precision agricultural irrigation management

In April 2019, The Climate Corporation partnered with Airbus S.A.S. to deliver superior, updated satellite imagery solutions to farmers through Climate Corporation's patented digital agriculture platform, named 'Climate FieldView'

Components Covered:

  • Hardware
  • Software/Mobile Applications
  • Services

Farm Types Covered:

  • Small Sized Farms
  • Medium Sized Farms
  • Large Sized Farms

Technologies Covered:

  • Variable Rate Technology
  • Sensing and Imagery
  • Automation and Robotics

Applications Covered:

  • Soil Monitoring
  • Field Mapping
  • Crop Scouting
  • Yield Monitoring
  • Variable Rate Applications
  • Weather Monitoring and Forecasting
  • Other Applications

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 2020, 2021, 2022, 2025, and 2028
  • 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 Emerging Markets
  • 3.9 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 Crop Monitoring Market, By Component

  • 5.1 Introduction
  • 5.2 Hardware
    • 5.2.1 Intelligent Sensors
    • 5.2.2 Transmitter/Receiver Units
    • 5.2.3 Consoles and displays
    • 5.2.4 Other Hardware
  • 5.3 Software/Mobile Applications
  • 5.4 Services
    • 5.4.1 Consulting Services
    • 5.4.2 Integration and Deployment Services
    • 5.4.3 Support

6 Global Crop Monitoring Market, By Farm Type

  • 6.1 Introduction
  • 6.2 Small Sized Farms
  • 6.3 Medium Sized Farms
  • 6.4 Large Sized Farms

7 Global Crop Monitoring Market Outlook, By Technology

  • 7.1 Introduction
  • 7.2 Variable Rate Technology
  • 7.3 Sensing and Imagery
  • 7.4 Automation and Robotics

8 Global Crop Monitoring Market, By Application

  • 8.1 Introduction
  • 8.2 Soil Monitoring
  • 8.3 Field Mapping
  • 8.4 Crop Scouting
  • 8.5 Yield Monitoring
  • 8.6 Variable Rate Applications
  • 8.7 Weather Monitoring and Forecasting
  • 8.8 Other Applications

9 Global Crop Monitoring 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 Deere & Company
  • 11.2 Monsanto company
  • 11.3 Libelium Comunicaciones Distribuidas S.L.,
  • 11.4 Topcon precision agriculture
  • 11.5 Trimble Inc.,
  • 11.6 AGCO Corporation
  • 11.7 Pessl Instruments GmbH
  • 11.8 Teejet Technologies Illinois Llc
  • 11.9 Yara International ASA
  • 11.10 CropX Technologies
  • 11.11 Kasco Manufacturing Co., Inc.
  • 11.12 John Deere
  • 11.13 Davimac Manufacturing
  • 11.14 Kubota Corporation
  • 11.15 Morris Industries Ltd
  • 11.16 Seedmaster
  • 11.17 Surface Optics Corporation

List of Tables

  • Table 1 Global Crop Monitoring Market Outlook, By Region (2020-2028) ($MN)
  • Table 2 Global Crop Monitoring Market Outlook, By Component (2020-2028) ($MN)
  • Table 3 Global Crop Monitoring Market Outlook, By Hardware (2020-2028) ($MN)
  • Table 4 Global Crop Monitoring Market Outlook, By Intelligent Sensors (2020-2028) ($MN)
  • Table 5 Global Crop Monitoring Market Outlook, By Transmitter/Receiver Units (2020-2028) ($MN)
  • Table 6 Global Crop Monitoring Market Outlook, By Consoles and displays (2020-2028) ($MN)
  • Table 7 Global Crop Monitoring Market Outlook, By Other Hardware (2020-2028) ($MN)
  • Table 8 Global Crop Monitoring Market Outlook, By Software/Mobile Applications (2020-2028) ($MN)
  • Table 9 Global Crop Monitoring Market Outlook, By Services (2020-2028) ($MN)
  • Table 10 Global Crop Monitoring Market Outlook, By Consulting Services (2020-2028) ($MN)
  • Table 11 Global Crop Monitoring Market Outlook, By Integration and Deployment Services (2020-2028) ($MN)
  • Table 12 Global Crop Monitoring Market Outlook, By Support (2020-2028) ($MN)
  • Table 13 Global Crop Monitoring Market Outlook, By Farm Type (2020-2028) ($MN)
  • Table 14 Global Crop Monitoring Market Outlook, By Small Sized Farms (2020-2028) ($MN)
  • Table 15 Global Crop Monitoring Market Outlook, By Medium Sized Farms (2020-2028) ($MN)
  • Table 16 Global Crop Monitoring Market Outlook, By Large Sized Farms (2020-2028) ($MN)
  • Table 17 Global Crop Monitoring Market Outlook, By Technology (2020-2028) ($MN)
  • Table 18 Global Crop Monitoring Market Outlook, By Variable Rate Technology (2020-2028) ($MN)
  • Table 19 Global Crop Monitoring Market Outlook, By Sensing and Imagery (2020-2028) ($MN)
  • Table 20 Global Crop Monitoring Market Outlook, By Automation and Robotics (2020-2028) ($MN)
  • Table 21 Global Crop Monitoring Market Outlook, By Application (2020-2028) ($MN)
  • Table 22 Global Crop Monitoring Market Outlook, By Soil Monitoring (2020-2028) ($MN)
  • Table 23 Global Crop Monitoring Market Outlook, By Field Mapping (2020-2028) ($MN)
  • Table 24 Global Crop Monitoring Market Outlook, By Crop Scouting (2020-2028) ($MN)
  • Table 25 Global Crop Monitoring Market Outlook, By Yield Monitoring (2020-2028) ($MN)
  • Table 26 Global Crop Monitoring Market Outlook, By Variable Rate Applications (2020-2028) ($MN)
  • Table 27 Global Crop Monitoring Market Outlook, By Weather Monitoring and Forecasting (2020-2028) ($MN)
  • Table 28 Global Crop Monitoring Market Outlook, By Other Applications (2020-2028) ($MN)
  • Table 29 North America Crop Monitoring Market Outlook, By Country (2020-2028) ($MN)
  • Table 30 North America Crop Monitoring Market Outlook, By Component (2020-2028) ($MN)
  • Table 31 North America Crop Monitoring Market Outlook, By Hardware (2020-2028) ($MN)
  • Table 32 North America Crop Monitoring Market Outlook, By Intelligent Sensors (2020-2028) ($MN)
  • Table 33 North America Crop Monitoring Market Outlook, By Transmitter/Receiver Units (2020-2028) ($MN)
  • Table 34 North America Crop Monitoring Market Outlook, By Consoles and displays (2020-2028) ($MN)
  • Table 35 North America Crop Monitoring Market Outlook, By Other Hardware (2020-2028) ($MN)
  • Table 36 North America Crop Monitoring Market Outlook, By Software/Mobile Applications (2020-2028) ($MN)
  • Table 37 North America Crop Monitoring Market Outlook, By Services (2020-2028) ($MN)
  • Table 38 North America Crop Monitoring Market Outlook, By Consulting Services (2020-2028) ($MN)
  • Table 39 North America Crop Monitoring Market Outlook, By Integration and Deployment Services (2020-2028) ($MN)
  • Table 40 North America Crop Monitoring Market Outlook, By Support (2020-2028) ($MN)
  • Table 41 North America Crop Monitoring Market Outlook, By Farm Type (2020-2028) ($MN)
  • Table 42 North America Crop Monitoring Market Outlook, By Small Sized Farms (2020-2028) ($MN)
  • Table 43 North America Crop Monitoring Market Outlook, By Medium Sized Farms (2020-2028) ($MN)
  • Table 44 North America Crop Monitoring Market Outlook, By Large Sized Farms (2020-2028) ($MN)
  • Table 45 North America Crop Monitoring Market Outlook, By Technology (2020-2028) ($MN)
  • Table 46 North America Crop Monitoring Market Outlook, By Variable Rate Technology (2020-2028) ($MN)
  • Table 47 North America Crop Monitoring Market Outlook, By Sensing and Imagery (2020-2028) ($MN)
  • Table 48 North America Crop Monitoring Market Outlook, By Automation and Robotics (2020-2028) ($MN)
  • Table 49 North America Crop Monitoring Market Outlook, By Application (2020-2028) ($MN)
  • Table 50 North America Crop Monitoring Market Outlook, By Soil Monitoring (2020-2028) ($MN)
  • Table 51 North America Crop Monitoring Market Outlook, By Field Mapping (2020-2028) ($MN)
  • Table 52 North America Crop Monitoring Market Outlook, By Crop Scouting (2020-2028) ($MN)
  • Table 53 North America Crop Monitoring Market Outlook, By Yield Monitoring (2020-2028) ($MN)
  • Table 54 North America Crop Monitoring Market Outlook, By Variable Rate Applications (2020-2028) ($MN)
  • Table 55 North America Crop Monitoring Market Outlook, By Weather Monitoring and Forecasting (2020-2028) ($MN)
  • Table 56 North America Crop Monitoring Market Outlook, By Other Applications (2020-2028) ($MN)
  • Table 57 Europe Crop Monitoring Market Outlook, By Country (2020-2028) ($MN)
  • Table 58 Europe Crop Monitoring Market Outlook, By Component (2020-2028) ($MN)
  • Table 59 Europe Crop Monitoring Market Outlook, By Hardware (2020-2028) ($MN)
  • Table 60 Europe Crop Monitoring Market Outlook, By Intelligent Sensors (2020-2028) ($MN)
  • Table 61 Europe Crop Monitoring Market Outlook, By Transmitter/Receiver Units (2020-2028) ($MN)
  • Table 62 Europe Crop Monitoring Market Outlook, By Consoles and displays (2020-2028) ($MN)
  • Table 63 Europe Crop Monitoring Market Outlook, By Other Hardware (2020-2028) ($MN)
  • Table 64 Europe Crop Monitoring Market Outlook, By Software/Mobile Applications (2020-2028) ($MN)
  • Table 65 Europe Crop Monitoring Market Outlook, By Services (2020-2028) ($MN)
  • Table 66 Europe Crop Monitoring Market Outlook, By Consulting Services (2020-2028) ($MN)
  • Table 67 Europe Crop Monitoring Market Outlook, By Integration and Deployment Services (2020-2028) ($MN)
  • Table 68 Europe Crop Monitoring Market Outlook, By Support (2020-2028) ($MN)
  • Table 69 Europe Crop Monitoring Market Outlook, By Farm Type (2020-2028) ($MN)
  • Table 70 Europe Crop Monitoring Market Outlook, By Small Sized Farms (2020-2028) ($MN)
  • Table 71 Europe Crop Monitoring Market Outlook, By Medium Sized Farms (2020-2028) ($MN)
  • Table 72 Europe Crop Monitoring Market Outlook, By Large Sized Farms (2020-2028) ($MN)
  • Table 73 Europe Crop Monitoring Market Outlook, By Technology (2020-2028) ($MN)
  • Table 74 Europe Crop Monitoring Market Outlook, By Variable Rate Technology (2020-2028) ($MN)
  • Table 75 Europe Crop Monitoring Market Outlook, By Sensing and Imagery (2020-2028) ($MN)
  • Table 76 Europe Crop Monitoring Market Outlook, By Automation and Robotics (2020-2028) ($MN)
  • Table 77 Europe Crop Monitoring Market Outlook, By Application (2020-2028) ($MN)
  • Table 78 Europe Crop Monitoring Market Outlook, By Soil Monitoring (2020-2028) ($MN)
  • Table 79 Europe Crop Monitoring Market Outlook, By Field Mapping (2020-2028) ($MN)
  • Table 80 Europe Crop Monitoring Market Outlook, By Crop Scouting (2020-2028) ($MN)
  • Table 81 Europe Crop Monitoring Market Outlook, By Yield Monitoring (2020-2028) ($MN)
  • Table 82 Europe Crop Monitoring Market Outlook, By Variable Rate Applications (2020-2028) ($MN)
  • Table 83 Europe Crop Monitoring Market Outlook, By Weather Monitoring and Forecasting (2020-2028) ($MN)
  • Table 84 Europe Crop Monitoring Market Outlook, By Other Applications (2020-2028) ($MN)
  • Table 85 Asia Pacific Crop Monitoring Market Outlook, By Country (2020-2028) ($MN)
  • Table 86 Asia Pacific Crop Monitoring Market Outlook, By Component (2020-2028) ($MN)
  • Table 87 Asia Pacific Crop Monitoring Market Outlook, By Hardware (2020-2028) ($MN)
  • Table 88 Asia Pacific Crop Monitoring Market Outlook, By Intelligent Sensors (2020-2028) ($MN)
  • Table 89 Asia Pacific Crop Monitoring Market Outlook, By Transmitter/Receiver Units (2020-2028) ($MN)
  • Table 90 Asia Pacific Crop Monitoring Market Outlook, By Consoles and displays (2020-2028) ($MN)
  • Table 91 Asia Pacific Crop Monitoring Market Outlook, By Other Hardware (2020-2028) ($MN)
  • Table 92 Asia Pacific Crop Monitoring Market Outlook, By Software/Mobile Applications (2020-2028) ($MN)
  • Table 93 Asia Pacific Crop Monitoring Market Outlook, By Services (2020-2028) ($MN)
  • Table 94 Asia Pacific Crop Monitoring Market Outlook, By Consulting Services (2020-2028) ($MN)
  • Table 95 Asia Pacific Crop Monitoring Market Outlook, By Integration and Deployment Services (2020-2028) ($MN)
  • Table 96 Asia Pacific Crop Monitoring Market Outlook, By Support (2020-2028) ($MN)
  • Table 97 Asia Pacific Crop Monitoring Market Outlook, By Farm Type (2020-2028) ($MN)
  • Table 98 Asia Pacific Crop Monitoring Market Outlook, By Small Sized Farms (2020-2028) ($MN)
  • Table 99 Asia Pacific Crop Monitoring Market Outlook, By Medium Sized Farms (2020-2028) ($MN)
  • Table 100 Asia Pacific Crop Monitoring Market Outlook, By Large Sized Farms (2020-2028) ($MN)
  • Table 101 Asia Pacific Crop Monitoring Market Outlook, By Technology (2020-2028) ($MN)
  • Table 102 Asia Pacific Crop Monitoring Market Outlook, By Variable Rate Technology (2020-2028) ($MN)
  • Table 103 Asia Pacific Crop Monitoring Market Outlook, By Sensing and Imagery (2020-2028) ($MN)
  • Table 104 Asia Pacific Crop Monitoring Market Outlook, By Automation and Robotics (2020-2028) ($MN)
  • Table 105 Asia Pacific Crop Monitoring Market Outlook, By Application (2020-2028) ($MN)
  • Table 106 Asia Pacific Crop Monitoring Market Outlook, By Soil Monitoring (2020-2028) ($MN)
  • Table 107 Asia Pacific Crop Monitoring Market Outlook, By Field Mapping (2020-2028) ($MN)
  • Table 108 Asia Pacific Crop Monitoring Market Outlook, By Crop Scouting (2020-2028) ($MN)
  • Table 109 Asia Pacific Crop Monitoring Market Outlook, By Yield Monitoring (2020-2028) ($MN)
  • Table 110 Asia Pacific Crop Monitoring Market Outlook, By Variable Rate Applications (2020-2028) ($MN)
  • Table 111 Asia Pacific Crop Monitoring Market Outlook, By Weather Monitoring and Forecasting (2020-2028) ($MN)
  • Table 112 Asia Pacific Crop Monitoring Market Outlook, By Other Applications (2020-2028) ($MN)
  • Table 113 South America Crop Monitoring Market Outlook, By Country (2020-2028) ($MN)
  • Table 114 South America Crop Monitoring Market Outlook, By Component (2020-2028) ($MN)
  • Table 115 South America Crop Monitoring Market Outlook, By Hardware (2020-2028) ($MN)
  • Table 116 South America Crop Monitoring Market Outlook, By Intelligent Sensors (2020-2028) ($MN)
  • Table 117 South America Crop Monitoring Market Outlook, By Transmitter/Receiver Units (2020-2028) ($MN)
  • Table 118 South America Crop Monitoring Market Outlook, By Consoles and displays (2020-2028) ($MN)
  • Table 119 South America Crop Monitoring Market Outlook, By Other Hardware (2020-2028) ($MN)
  • Table 120 South America Crop Monitoring Market Outlook, By Software/Mobile Applications (2020-2028) ($MN)
  • Table 121 South America Crop Monitoring Market Outlook, By Services (2020-2028) ($MN)
  • Table 122 South America Crop Monitoring Market Outlook, By Consulting Services (2020-2028) ($MN)
  • Table 123 South America Crop Monitoring Market Outlook, By Integration and Deployment Services (2020-2028) ($MN)
  • Table 124 South America Crop Monitoring Market Outlook, By Support (2020-2028) ($MN)
  • Table 125 South America Crop Monitoring Market Outlook, By Farm Type (2020-2028) ($MN)
  • Table 126 South America Crop Monitoring Market Outlook, By Small Sized Farms (2020-2028) ($MN)
  • Table 127 South America Crop Monitoring Market Outlook, By Medium Sized Farms (2020-2028) ($MN)
  • Table 128 South America Crop Monitoring Market Outlook, By Large Sized Farms (2020-2028) ($MN)
  • Table 129 South America Crop Monitoring Market Outlook, By Technology (2020-2028) ($MN)
  • Table 130 South America Crop Monitoring Market Outlook, By Variable Rate Technology (2020-2028) ($MN)
  • Table 131 South America Crop Monitoring Market Outlook, By Sensing and Imagery (2020-2028) ($MN)
  • Table 132 South America Crop Monitoring Market Outlook, By Automation and Robotics (2020-2028) ($MN)
  • Table 133 South America Crop Monitoring Market Outlook, By Application (2020-2028) ($MN)
  • Table 134 South America Crop Monitoring Market Outlook, By Soil Monitoring (2020-2028) ($MN)
  • Table 135 South America Crop Monitoring Market Outlook, By Field Mapping (2020-2028) ($MN)
  • Table 136 South America Crop Monitoring Market Outlook, By Crop Scouting (2020-2028) ($MN)
  • Table 137 South America Crop Monitoring Market Outlook, By Yield Monitoring (2020-2028) ($MN)
  • Table 138 South America Crop Monitoring Market Outlook, By Variable Rate Applications (2020-2028) ($MN)
  • Table 139 South America Crop Monitoring Market Outlook, By Weather Monitoring and Forecasting (2020-2028) ($MN)
  • Table 140 South America Crop Monitoring Market Outlook, By Other Applications (2020-2028) ($MN)
  • Table 141 Middle East & Africa Crop Monitoring Market Outlook, By Country (2020-2028) ($MN)
  • Table 142 Middle East & Africa Crop Monitoring Market Outlook, By Component (2020-2028) ($MN)
  • Table 143 Middle East & Africa Crop Monitoring Market Outlook, By Hardware (2020-2028) ($MN)
  • Table 144 Middle East & Africa Crop Monitoring Market Outlook, By Intelligent Sensors (2020-2028) ($MN)
  • Table 145 Middle East & Africa Crop Monitoring Market Outlook, By Transmitter/Receiver Units (2020-2028) ($MN)
  • Table 146 Middle East & Africa Crop Monitoring Market Outlook, By Consoles and displays (2020-2028) ($MN)
  • Table 147 Middle East & Africa Crop Monitoring Market Outlook, By Other Hardware (2020-2028) ($MN)
  • Table 148 Middle East & Africa Crop Monitoring Market Outlook, By Software/Mobile Applications (2020-2028) ($MN)
  • Table 149 Middle East & Africa Crop Monitoring Market Outlook, By Services (2020-2028) ($MN)
  • Table 150 Middle East & Africa Crop Monitoring Market Outlook, By Consulting Services (2020-2028) ($MN)
  • Table 151 Middle East & Africa Crop Monitoring Market Outlook, By Integration and Deployment Services (2020-2028) ($MN)
  • Table 152 Middle East & Africa Crop Monitoring Market Outlook, By Support (2020-2028) ($MN)
  • Table 153 Middle East & Africa Crop Monitoring Market Outlook, By Farm Type (2020-2028) ($MN)
  • Table 154 Middle East & Africa Crop Monitoring Market Outlook, By Small Sized Farms (2020-2028) ($MN)
  • Table 155 Middle East & Africa Crop Monitoring Market Outlook, By Medium Sized Farms (2020-2028) ($MN)
  • Table 156 Middle East & Africa Crop Monitoring Market Outlook, By Large Sized Farms (2020-2028) ($MN)
  • Table 157 Middle East & Africa Crop Monitoring Market Outlook, By Technology (2020-2028) ($MN)
  • Table 158 Middle East & Africa Crop Monitoring Market Outlook, By Variable Rate Technology (2020-2028) ($MN)
  • Table 159 Middle East & Africa Crop Monitoring Market Outlook, By Sensing and Imagery (2020-2028) ($MN)
  • Table 160 Middle East & Africa Crop Monitoring Market Outlook, By Automation and Robotics (2020-2028) ($MN)
  • Table 161 Middle East & Africa Crop Monitoring Market Outlook, By Application (2020-2028) ($MN)
  • Table 162 Middle East & Africa Crop Monitoring Market Outlook, By Soil Monitoring (2020-2028) ($MN)
  • Table 163 Middle East & Africa Crop Monitoring Market Outlook, By Field Mapping (2020-2028) ($MN)
  • Table 164 Middle East & Africa Crop Monitoring Market Outlook, By Crop Scouting (2020-2028) ($MN)
  • Table 165 Middle East & Africa Crop Monitoring Market Outlook, By Yield Monitoring (2020-2028) ($MN)
  • Table 166 Middle East & Africa Crop Monitoring Market Outlook, By Variable Rate Applications (2020-2028) ($MN)
  • Table 167 Middle East & Africa Crop Monitoring Market Outlook, By Weather Monitoring and Forecasting (2020-2028) ($MN)
  • Table 168 Middle East & Africa Crop Monitoring Market Outlook, By Other Applications (2020-2028) ($MN)