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市场调查报告书
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1324321

到 2030 年可变工作技术 (VRT) 市场预测：按类型、作物类型、成分、农场规模、技术、用途和地区进行的全球分析

Variable Rate Technology Market Forecasts to 2030 - Global Analysis By Type, Crop Type, Component, Farm Size, Technology, Application and By 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

根据 Stratistics MRC 的数据，2023 年全球可变工作技术 (VRT) 市场规模将达到 86 亿美元，预计到 2030 年将达到 232 亿美元，预测期内年复合成长率为 15.2%。

农业可变工作技术（VRT）市场由该技术的企业销售结构。该技术领域涉及自动化应用，重点是农业中的自动化应用。农业资讯是透过感测器、地图和 GPS 收集的。农民可以使用称为可变速率技术（VRT）的小工具，以不同的比例向田地的不同部分散布水、肥料、种子和杀虫剂。透过提供针对每个区域量身定制的种植和作物营养解决方案，您可以充分利用每一个机会。

据美国农业部称，超过 60% 的美国农产品供应经销商提供某种类型的可变工作技术 (VRT) 服务。相较之下，由于收集准确的现场资料的成本相对较高，目前只有不到 20% 的耕地采用技术管理。

对劳动力自动化的需求不断成长

农业工人数量的急剧下降正被有效的技术解决方案所取代，以解决农业产业的供需失衡问题。推动可变利率散布技术需求的主要要素之一也是农业部门劳动力日益短缺。透过在田间以不同的比例自动散布农药、化肥、灌溉水和其他农业投入品，可变比率技术机制的使用可以显着降低整体劳动成本。

缺乏标准化

可变利率农业仍处于发展的早期阶段，需要深入的理解才能实施。许多介面、技术和协定用于整合完整的可变流量灌溉系统。所有这些元素必须同步，以防止技术故障。不准确的资料可能会阻碍市场扩张，导致农业投入浪费并对农作物产量产生负面影响。

扩大数位技术的使用

创新和技术使包括农业在内的各个领域取得了重大进展。精密农业中使用的最新技术包括感测技术、软体应用、通讯系统、资料分析工具和定位技术。许多技术进步，例如促进因素车辆、自动挤乳系统和农作物散布无人机，为扩大精密农业创造了重要且有吸引力的可能性。

农业VRT设备高成本

农业 VRT 可用于所有农场，从中小型农场到中型农场，但它主要用于大型农场。智慧感测器、无人机、VRT、GPS、GNSS、导引工具和接收器只是农业 VRT 中使用的一些昂贵但高效的技术和製程。由于投资要求高，欠发达国家的生产者由于农业实践资源有限，更喜欢传统农业而不是采用创新技术的农业。

新冠肺炎 (COVID-19) 影响：

由于COVID-19的爆发，对农业机械和相关技术的需求暂时减少。由于VRT所需的员工参与程度较低以及劳动力价格逐日上涨，农业可变利率技术产业在疫情后已復苏。疫情造成的严重劳动力短缺对整体生产产生了负面影响，迫使农民了解投资技术而不是依赖工人的好处。在农业中使用可变工作技术（VRT）是避免这些问题的好方法。透过帮助农民了解投资可变工作技术 (VRT) 的经济效益，我们对目标市场产生了长期的正面影响。

基于地图的细分市场预计将在预测期内成为最大的细分市场

基于地图的细分市场预计将出现良好的成长。以地图为基础的 VRT 使用电子地图（也称为处方地图）来调整散布量。当施药器在田野上移动时，使用 GPS 设备的计画速度和田野位置的处方图来计算剂量浓度。有些策略依赖多种资讯来源，而有些则仅使用一种资讯来源。这些系统必须能够在田间定位机器，并透过扫描处方图，将该位置与所需的散布率连结​​起来。

预计谷物和谷类领域在预测期内的年复合成长率最高。

谷物和谷类领域预计在预测期内将以最快的年复合成长率成长，因为它是全球收割最多的谷类。小麦、玉米和水稻等谷类的采用率最高，因为它们通常在大型农场种植。 VRT 减少了投入材料的使用，并减少了负面环境影响，例如土壤侵蚀和退化以及温室气体排放。 VRT 减少投入浪费，同时提高作物和土地产量。

比最大的地区

由于广阔的农业土地和快速的人口增长，预计亚太地区在预测期内将占据最大的市场份额。鑑于广阔的农业土地和快速的人口增长，这是农业 VRT 的潜在市场之一。由于该地区新兴国家的人口成长，农业部门面临增加产量的压力，推动了对可变工作技术 (VRT) 的需求。

复合年复合成长率最高的地区：

由于主要市场参与者的活动增加，预计欧洲在预测期内将出现最高的年复合成长率。由于农业工人短缺和投入成本上升，可变工作技术（VRT）越来越受欢迎。这项名为 ClearSky 的新服务将雷达资料输入深度神经网络，以计算在没有云层遮挡卫星相机的情况下卫星所看到的区域的影像。影像，依赖天气的影像处理通常会导致清晰影像之间存在数週的滞后。

免费客製化服务：

订阅此报告的客户将收到以下免费自订选项之一：

  • 公司简介
    • 其他市场参与者的综合分析（最多 3 家公司）
    • 主要企业SWOT分析（最多3家企业）
  • 区域分割
    • 根据客户兴趣对主要国家的市场估计、预测和年复合成长率（註：基于可行性检查）
  • 竞争标竿管理
    • 根据产品系列、地理分布和策略联盟对主要企业进行基准测试

目录

第1章执行摘要

第2章前言

  • 概述
  • 利害关係人
  • 调查范围
  • 调查方法
    • 资料探勘
    • 资料分析
    • 资料检验
    • 研究途径
  • 调查来源
    • 主要调查来源
    • 二次调查来源
    • 假设

第3章市场趋势分析

  • 促进因素
  • 抑制因素
  • 机会
  • 威胁
  • 技术分析
  • 用途分析
  • 新兴市场
  • 新型冠状病毒感染疾病（COVID-19）的影响

第4章波特五力分析

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

第5章全球可变工作技术（VRT）市场：按类型

  • 农药VRT
  • 产量监控
  • 灌溉VRT
  • VRT种子处理
  • 肥料VRT
    • NH3 VRT
    • UAN VRT
    • 尿素VRT
  • 土壤感
  • 其他类型

第6章全球可变工作技术（VRT）市场：依作物类型

  • 水果和蔬菜
  • 油籽和豆类
    • 棉布
    • 大豆
  • 谷类和谷物
    • 玉米
    • 小麦
  • 其他作物类型

第7章全球可变工作技术（VRT）市场：按组成部分

  • 软体
  • 服务
    • 整合和咨询服务
    • 农场管理服务
  • 硬体
    • 手持电脑
    • 流量和应用控制设备
    • 导引和转向系统
    • GPS/DGPS接收器
    • 良率监控器
    • 感应器
      • 营养感测器
      • 土壤感测器
      • 湿度感测器
    • 展示
  • 其他组件

第8章全球可变工作技术（VRT）市场：依农场规模

  • 小农场
  • 中型农场
  • 大型农场

第9章全球可变工作技术（VRT）市场：依技术分类

  • 感测器底座
    • 基于无人机的 VRT
    • 主动光感测器VRT
    • 卫星VRT
  • 地图基地
  • 其他技术

第10章全球可变工作技术（VRT）市场：依用途

  • 农药
    • 除草剂
    • 杀线虫剂
    • 杀虫剂
    • 消毒剂和杀菌剂
  • 肥料
    • 专用肥料
      • 特殊化合物
      • 磷酸盐化合物
      • 氮化合物
      • 钾盐化合物
      • 水溶肥
      • 肥料效率提高
      • 缓慢控制释放
      • 氮稳定剂
      • 硝化抑制剂
      • 脲酶抑制剂
      • 微量营养素
      • 螯合微量营养素
      • 非螯合微量营养素
    • 液体肥料
    • 有机肥
      • 肥料
      • 生物肥料
    • 其他肥料
  • 其他用途

第11章全球可变工作技术（VRT）市场：按地区

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

第12章进展

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

第13章公司简介

  • Topcon Corporation
  • Trimble, Inc.
  • CNH Industrial NV
  • Deere & Company
  • AGCO Corporation
  • Ageagle Aerial Systems
  • Lindsay Corporation
  • Raven Industries, Inc
  • AG Leader Technology
  • Valmont Industries, Inc.
  • Yara International
  • Climate LLC
  • Farmers Edge Inc
  • Crop Quest Inc
  • Hexagon Agriculture
Product Code: SMRC23546

According to Stratistics MRC, the Global Variable Rate Technology Market is accounted for $8.6 billion in 2023 and is expected to reach $23.2 billion by 2030 growing at a CAGR of 15.2% during the forecast period. The agricultural variable rate technology market is made up of company sales of this technology. With a focus on the automated applications utilised in agriculture, this technological area deals with automated applications. Information about agriculture is gathered via sensors, maps, and GPS. Farmers can use a gadget called Variable Rate Technology (VRT) to apply water, fertiliser, seed, and pesticides to different parts of a field at various rates. By tailoring the planting and crop nutrition solutions for each zone, they can take advantage of every opportunity.

According to USDA, over 60% of the United States' agricultural input dealers offer some kind of variable-rate technology services. Contrasting to this, less than 20% of the acreage is currently being managed using technology due to the relatively higher costs of gathering precise field data.

Market Dynamics:

Driver:

Increasing demand for workforce automation

The dramatic fall in the number of agricultural labourers is being replaced by an efficient technological solution to address the supply and demand imbalance in the farming industry. One of the main factors propelling the need for variable rate application technologies is also the growing labour shortage in the agricultural sector. The use of the variable rate technology mechanism results in a large decrease in overall labour costs by automating the application of pesticides, fertilisers, irrigation water, and other farm inputs at various rates across the field.

Restraint:

Lack of Standardization

A high level of understanding is needed before implementing variable rate farming methods, which are still in the early stages of development. Numerous interfaces, technologies, and protocols are used to integrate the full variable rate irrigation system; all of these elements must be in sync to prevent any technological hiccups. The market expansion may be hampered by the inaccurate data, which could result in the wasteful use of agricultural inputs and have a detrimental impact on crop output.

Opportunity:

Growing use of digital technology

Significant advancements in a variety of fields, including agriculture, have been made possible by innovation and technology. Some of the most recent technologies utilised in precision farming include sensing technologies, software applications, communication systems, data analytics tools, and positioning technology. Numerous technological advancements, like driverless vehicles, automated milking systems, and crop dusting drones, are creating significant and alluring potential for the expansion of precision agriculture.

Threat:

High costs of agriculture VRT equipment

Small, medium-sized, and large farms can all use the agriculture VRT, although huge farms are the ones that are mostly using it. Smart sensors, drones, VRT, GPS, GNSS, guidance tools, and receivers are only a few of the pricey but very effective technology and techniques utilised in agriculture variable rate. Due to the substantial investment required, producers in underdeveloped nations with limited resources for agricultural practises prefer traditional farming over innovative technology-based farming.

COVID-19 Impact:

The need for agricultural equipment and related technology has temporarily diminished due to the COVID-19 pandemic epidemic. Due to the low level of employee involvement required in VRT and the fact that labour prices are rising daily, the agriculture variable rate technology industry has rebounded since the epidemic. The pandemic's acute labour shortage, which had a negative impact on overall production, forced farmers to learn the benefits of investing in technologies rather than relying on workers. Using variable rate technology in agriculture is a great approach to get around these problems. It had a positive long-term impact on the target market by assisting farmers in comprehending the financial benefits of making an investment in variable rate technology.

The map-based segment is expected to be the largest during the forecast period

The map-based segment is estimated to have a lucrative growth. Map-based VRT adjusts the application rate using an electronic map, also referred to as a prescription map. As the applicator moves over the field, the input concentration is calculated using a prescription map of the planned speed and the field position from a GPS device. Some strategies rely on a variety of information sources, while others just use one. These systems must be able to locate the machine in the field and link its location to the desired application rate by scanning the prescription map.

The cereals and grains segment is expected to have the highest CAGR during the forecast period

The cereals and grains segment is anticipated to witness the fastest CAGR growth during the forecast period, owing to the crops that are harvested the most worldwide are grains and cereals. Cereals like wheat, corn, and rice have the highest rate of adoption among the many crop types because they are typically farmed on huge farms. VRT assists in reducing input utilisation, hence reducing negative environmental effects including soil erosion and deterioration as well as greenhouse gas emissions. VRT reduces input waste while assisting in increasing crop and land yield.

Region with Largest share:

Asia Pacific is projected to hold the largest market share during the forecast period owing to extensive farmlands and rapid population expansion. Given the huge farmlands and rapid population increase, it is one of the potential markets for agriculture VRT. The need for Variable Rate Technologies is driven by the pressure the region's emerging nations' growing populations place on the agriculture sector to raise output.

Region with highest CAGR:

Europe is projected to have the highest CAGR over the forecast period, owing to increasing activities by key market players. Variable rate technology is gaining popularity as a result of a shortage of agricultural employees and increased input costs. In order to calculate the image of a field that a satellite would see if there were no clouds blocking its camera, the new "ClearSky" service feeds radar data into a deep neural network. Weather-dependent imaging, however, frequently experiences gaps of several weeks between clear images.

Key players in the market:

Some of the key players profiled in the Variable Rate Technology Market include: Topcon Corporation, Trimble, Inc., CNH Industrial N.V., Deere & Company, AGCO Corporation, Ageagle Aerial Systems, Lindsay Corporation, Raven Industries, Inc, AG Leader Technology, Valmont Industries, Inc., Yara International, Climate LLC, Farmers Edge Inc, Crop Quest Inc and Hexagon Agriculture.

Key Developments:

In June 2023, Yara International ASA today announced at the 4th World Intelligent Farming Summit, that the company is opening its AgTech portfolio up to third parties through the new agricultural API-solution, YaraFX Insight.

In Aprl 2023, Hexagon Agriculture division launches app and exhibits technologies for manufacturers and producers in Agrishow 2023. The trade show, considered the greatest agribusiness fair in Latin America, will take place this year from May 1 to May 5, in Ribeirao Preto/SP.

Types Covered:

  • Crop Protection Chemical VRT
  • Yield Monitoring
  • Irrigation VRT
  • Seeding VRT
  • Fertilizer VRT
  • Soil Sensing
  • Other Types

Crop Types Covered:

  • Fruits and Vegetables
  • Oilseeds and Pulses
  • Cereals and Grains
  • Other Crop Types

Components Covered:

  • Software
  • Services
  • Hardware
  • Other Components

Farm Sizes Covered:

  • Small Farms
  • Mid-sized Farms
  • Large farms

Technologies Covered:

  • Sensor-based
  • Map-based
  • Other Technologies

Applications Covered:

  • Crop Protection Chemicals
  • Fertilizers
  • 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 2021, 2022, 2023, 2026, and 2030
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

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

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

Table of Contents

1 Executive Summary

2 Preface

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

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Technology Analysis
  • 3.7 Application Analysis
  • 3.8 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 Variable Rate Technology Market, By Type

  • 5.1 Introduction
  • 5.2 Crop Protection Chemical VRT
  • 5.3 Yield Monitoring
  • 5.4 Irrigation VRT
  • 5.5 Seeding VRT
  • 5.6 Fertilizer VRT
    • 5.6.1 NH3 VRT
    • 5.6.2 UAN VRT
    • 5.6.3 Urea VRT
  • 5.7 Soil Sensing
  • 5.8 Other Types

6 Global Variable Rate Technology Market, By Crop Type

  • 6.1 Introduction
  • 6.2 Fruits and Vegetables
  • 6.3 Oilseeds and Pulses
    • 6.3.1 Cotton
    • 6.3.2 Soybeans
  • 6.4 Cereals and Grains
    • 6.4.1 Corn
    • 6.4.2 Wheat
  • 6.5 Other Crop Types

7 Global Variable Rate Technology Market, By Component

  • 7.1 Introduction
  • 7.2 Software
  • 7.3 Services
    • 7.3.1 Integration and Consultation Services
    • 7.3.2 Farm Operation Service
  • 7.4 Hardware
    • 7.4.1 Handheld Computers
    • 7.4.2 Flow and Application Control Devices
    • 7.4.3 Guidance and Steering systems
    • 7.4.4 GPS/ DGPS Receivers
    • 7.4.5 Yield Monitors
    • 7.4.5 Sensors
      • 7.4.5.1 Nutrient sensors
      • 7.4.5.2 Soil sensors
      • 7.4.5.3 Moisture sensors
    • 7.4.6 Displays
  • 7.5 Other Components

8 Global Variable Rate Technology Market, By Farm Size

  • 8.1 Introduction
  • 8.2 Small Farms
  • 8.3 Mid-sized Farms
  • 8.4 Large farms

9 Global Variable Rate Technology Market, By Technology

  • 9.1 Introduction
  • 9.2 Sensor-based
    • 9.2.1 Drone-based VRT
    • 9.2.2 Active Optical Sensor VRT
    • 9.2.3 Satellite-based VRT
  • 9.3 Map-based
  • 9.4 Other Technologies

10 Global Variable Rate Technology Market, By Application

  • 10.1 Introduction
  • 10.2 Crop Protection Chemicals
    • 10.2.1 Herbicides
    • 10.2.2 Nematicides
    • 10.2.3 Insecticides
    • 10.2.4 Fungicides & Bactericides
  • 10.3 Fertilizers
    • 10.3.1 Specialty Fertilizers
      • 10.3.1.1 Specialty compounds
      • 10.3.1.1.1 Phosphate compounds
      • 10.3.1.1.2 Nitrogen compounds
      • 10.3.1.1.3 Potash compounds
      • 10.3.1.2 Water soluble fertilizers
      • 10.3.1.3 Enhanced efficiency fertilizers
      • 10.3.1.3.1 Slow and controlled release
      • 10.3.1.3.2 Nitrogen stabilizers
      • 10.3.1.3.2.1 Nitrification inhibitors
      • 10.3.1.3.2.2 Urease inhibitors
      • 10.3.1.4 Micronutrients
      • 10.3.1.4.1 Chelated micronutrients
      • 10.3.1.4.2 Non-chelated micronutrients
    • 10.3.2 Liquid Fertilizers
    • 10.3.3 Organic Fertilizers
      • 10.3.3.1 Manures
      • 10.3.3.2 Biofertilizers
    • 10.3.4 Other Fertilizers
  • 10.4 Other Applications

11 Global Variable Rate Technology Market, By Geography

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

12 Key Developments

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

13 Company Profiling

  • 13.1 Topcon Corporation
  • 13.2 Trimble, Inc.
  • 13.3 CNH Industrial N.V.
  • 13.4 Deere & Company
  • 13.5 AGCO Corporation
  • 13.6 Ageagle Aerial Systems
  • 13.7 Lindsay Corporation
  • 13.8 Raven Industries, Inc
  • 13.9 AG Leader Technology
  • 13.10 Valmont Industries, Inc.
  • 13.11 Yara International
  • 13.12 Climate LLC
  • 13.13 Farmers Edge Inc
  • 13.14 Crop Quest Inc
  • 13.15 Hexagon Agriculture

List of Tables

  • Table 1 Global Variable Rate Technology Market Outlook, By Region (2021-2030) ($MN)
  • Table 2 Global Variable Rate Technology Market Outlook, By Type (2021-2030) ($MN)
  • Table 3 Global Variable Rate Technology Market Outlook, By Crop Protection Chemical VRT (2021-2030) ($MN)
  • Table 4 Global Variable Rate Technology Market Outlook, By Yield Monitoring (2021-2030) ($MN)
  • Table 5 Global Variable Rate Technology Market Outlook, By Irrigation VRT (2021-2030) ($MN)
  • Table 6 Global Variable Rate Technology Market Outlook, By Seeding VRT (2021-2030) ($MN)
  • Table 7 Global Variable Rate Technology Market Outlook, By Fertilizer VRT (2021-2030) ($MN)
  • Table 8 Global Variable Rate Technology Market Outlook, By NH3 VRT (2021-2030) ($MN)
  • Table 9 Global Variable Rate Technology Market Outlook, By UAN VRT (2021-2030) ($MN)
  • Table 10 Global Variable Rate Technology Market Outlook, By Urea VRT (2021-2030) ($MN)
  • Table 11 Global Variable Rate Technology Market Outlook, By Soil Sensing (2021-2030) ($MN)
  • Table 12 Global Variable Rate Technology Market Outlook, By Other Types (2021-2030) ($MN)
  • Table 13 Global Variable Rate Technology Market Outlook, By Crop Type (2021-2030) ($MN)
  • Table 14 Global Variable Rate Technology Market Outlook, By Fruits and Vegetables (2021-2030) ($MN)
  • Table 15 Global Variable Rate Technology Market Outlook, By Oilseeds and Pulses (2021-2030) ($MN)
  • Table 16 Global Variable Rate Technology Market Outlook, By Cotton (2021-2030) ($MN)
  • Table 17 Global Variable Rate Technology Market Outlook, By Soybeans (2021-2030) ($MN)
  • Table 18 Global Variable Rate Technology Market Outlook, By Cereals and Grains (2021-2030) ($MN)
  • Table 19 Global Variable Rate Technology Market Outlook, By Corn (2021-2030) ($MN)
  • Table 20 Global Variable Rate Technology Market Outlook, By Wheat (2021-2030) ($MN)
  • Table 21 Global Variable Rate Technology Market Outlook, By Other Crop Types (2021-2030) ($MN)
  • Table 22 Global Variable Rate Technology Market Outlook, By Component (2021-2030) ($MN)
  • Table 23 Global Variable Rate Technology Market Outlook, By Software (2021-2030) ($MN)
  • Table 24 Global Variable Rate Technology Market Outlook, By Services (2021-2030) ($MN)
  • Table 25 Global Variable Rate Technology Market Outlook, By Integration and Consultation Services (2021-2030) ($MN)
  • Table 26 Global Variable Rate Technology Market Outlook, By Farm Operation Service (2021-2030) ($MN)
  • Table 27 Global Variable Rate Technology Market Outlook, By Hardware (2021-2030) ($MN)
  • Table 28 Global Variable Rate Technology Market Outlook, By Handheld Computers (2021-2030) ($MN)
  • Table 29 Global Variable Rate Technology Market Outlook, By Flow and Application Control Devices (2021-2030) ($MN)
  • Table 30 Global Variable Rate Technology Market Outlook, By Guidance and Steering systems (2021-2030) ($MN)
  • Table 31 Global Variable Rate Technology Market Outlook, By GPS/ DGPS Receivers (2021-2030) ($MN)
  • Table 32 Global Variable Rate Technology Market Outlook, By Yield Monitors (2021-2030) ($MN)
  • Table 33 Global Variable Rate Technology Market Outlook, By Sensors (2021-2030) ($MN)
  • Table 34 Global Variable Rate Technology Market Outlook, By Nutrient sensors (2021-2030) ($MN)
  • Table 35 Global Variable Rate Technology Market Outlook, By Soil sensors (2021-2030) ($MN)
  • Table 36 Global Variable Rate Technology Market Outlook, By Moisture sensors (2021-2030) ($MN)
  • Table 37 Global Variable Rate Technology Market Outlook, By Displays (2021-2030) ($MN)
  • Table 38 Global Variable Rate Technology Market Outlook, By Other Components (2021-2030) ($MN)
  • Table 39 Global Variable Rate Technology Market Outlook, By Farm Size (2021-2030) ($MN)
  • Table 40 Global Variable Rate Technology Market Outlook, By Small Farms (2021-2030) ($MN)
  • Table 41 Global Variable Rate Technology Market Outlook, By Mid-sized Farms (2021-2030) ($MN)
  • Table 42 Global Variable Rate Technology Market Outlook, By Large farms (2021-2030) ($MN)
  • Table 43 Global Variable Rate Technology Market Outlook, By Technology (2021-2030) ($MN)
  • Table 44 Global Variable Rate Technology Market Outlook, By Sensor-based (2021-2030) ($MN)
  • Table 45 Global Variable Rate Technology Market Outlook, By Drone-based VRT (2021-2030) ($MN)
  • Table 46 Global Variable Rate Technology Market Outlook, By Active Optical Sensor VRT (2021-2030) ($MN)
  • Table 47 Global Variable Rate Technology Market Outlook, By Satellite-based VRT (2021-2030) ($MN)
  • Table 48 Global Variable Rate Technology Market Outlook, By Map-based (2021-2030) ($MN)
  • Table 49 Global Variable Rate Technology Market Outlook, By Other Technologies (2021-2030) ($MN)
  • Table 50 Global Variable Rate Technology Market Outlook, By Application (2021-2030) ($MN)
  • Table 51 Global Variable Rate Technology Market Outlook, By Crop Protection Chemicals (2021-2030) ($MN)
  • Table 52 Global Variable Rate Technology Market Outlook, By Herbicides (2021-2030) ($MN)
  • Table 53 Global Variable Rate Technology Market Outlook, By Nematicides (2021-2030) ($MN)
  • Table 54 Global Variable Rate Technology Market Outlook, By Insecticides (2021-2030) ($MN)
  • Table 55 Global Variable Rate Technology Market Outlook, By Fungicides & Bactericides (2021-2030) ($MN)
  • Table 56 Global Variable Rate Technology Market Outlook, By Fertilizers (2021-2030) ($MN)
  • Table 57 Global Variable Rate Technology Market Outlook, By Specialty Fertilizers (2021-2030) ($MN)
  • Table 58 Global Variable Rate Technology Market Outlook, By Specialty compounds (2021-2030) ($MN)
  • Table 59 Global Variable Rate Technology Market Outlook, By Phosphate compounds (2021-2030) ($MN)
  • Table 60 Global Variable Rate Technology Market Outlook, By Nitrogen compounds (2021-2030) ($MN)
  • Table 61 Global Variable Rate Technology Market Outlook, By Potash compounds (2021-2030) ($MN)
  • Table 62 Global Variable Rate Technology Market Outlook, By Water soluble fertilizers (2021-2030) ($MN)
  • Table 63 Global Variable Rate Technology Market Outlook, By Enhanced efficiency fertilizers (2021-2030) ($MN)
  • Table 64 Global Variable Rate Technology Market Outlook, By Slow and controlled release (2021-2030) ($MN)
  • Table 65 Global Variable Rate Technology Market Outlook, By Nitrogen stabilizers (2021-2030) ($MN)
  • Table 66 Global Variable Rate Technology Market Outlook, By Nitrification inhibitors (2021-2030) ($MN)
  • Table 67 Global Variable Rate Technology Market Outlook, By Urease inhibitors (2021-2030) ($MN)
  • Table 68 Global Variable Rate Technology Market Outlook, By Micronutrients (2021-2030) ($MN)
  • Table 69 Global Variable Rate Technology Market Outlook, By Chelated micronutrients (2021-2030) ($MN)
  • Table 70 Global Variable Rate Technology Market Outlook, By Non-chelated micronutrients (2021-2030) ($MN)
  • Table 71 Global Variable Rate Technology Market Outlook, By Liquid Fertilizers (2021-2030) ($MN)
  • Table 72 Global Variable Rate Technology Market Outlook, By Organic Fertilizers (2021-2030) ($MN)
  • Table 73 Global Variable Rate Technology Market Outlook, By Manures (2021-2030) ($MN)
  • Table 74 Global Variable Rate Technology Market Outlook, By Biofertilizers (2021-2030) ($MN)
  • Table 75 Global Variable Rate Technology Market Outlook, By Other Fertilizers (2021-2030) ($MN)
  • Table 76 Global Variable Rate Technology Market Outlook, By Other Applications (2021-2030) ($MN)

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