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1324321

到 2030 年可變工作技術 (VRT) 市場預測：按類型、作物類型、成分、農場規模、技術、用途和地區進行的全球分析

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個工作天內

價格

根據 Stratistics MRC 的數據，2023 年全球可變工作技術 (VRT) 市場規模將達到 86 億美元，預計到 2030 年將達到 232 億美元，預測期內年複合成長率為 15.2%。

農業可變工作技術（VRT）市場由該技術的企業銷售結構。該技術領域涉及自動化應用，重點是農業中的自動化應用。農業資訊是透過感測器、地圖和 GPS 收集的。農民可以使用稱為可變速率技術（VRT）的小工具，以不同的比例向田地的不同部分散佈水、肥料、種子和殺蟲劑。透過提供針對每個區域量身定做的種植和作物營養解決方案，您可以充分利用每一個機會。

據美國農業部稱，超過 60% 的美國農產品供應經銷商提供某種類型的可變工作技術 (VRT) 服務。相較之下，由於收集準確的現場資料的成本相對較高，目前只有不到 20% 的耕地採用技術管理。

對勞動力自動化的需求不斷成長

農業工人數量的急劇下降正被有效的技術解決方案所取代，以解決農業產業的供需失衡問題。推動可變利率散佈技術需求的主要要素之一也是農業部門勞動力日益短缺。透過在田間以不同的比例自動散佈農藥、化肥、灌溉水和其他農業投入品，可變比率技術機制的使用可以顯著降低整體勞動成本。

缺乏標準化

可變利率農業仍處於發展的早期階段，需要深入的理解才能實施。許多介面、技術和協定用於整合完整的可變流量灌溉系統。所有這些元素必須同步，以防止技術故障。不準確的資料可能會阻礙市場擴張，導致農業投入浪費並對農作物產量產生負面影響。

擴大數位技術的使用

創新和技術使包括農業在內的各個領域取得了重大進展。精密農業中使用的最新技術包括感測技術、軟體應用、通訊系統、資料分析工具和定位技術。許多技術進步，例如促進因素車輛、自動擠乳系統和農作物散佈無人機，為擴大精密農業創造了重要且有吸引力的可能性。

農業VRT設備高成本

農業 VRT 可用於所有農場，從中小型農場到中型農場，但它主要用於大型農場。智慧感測器、無人機、VRT、GPS、GNSS、導引工具和接收器只是農業 VRT 中使用的一些昂貴但高效的技術和製程。由於投資要求高，欠已開發國家的生產者由於農業實踐資源有限，更喜歡傳統農業而不是採用創新技術的農業。

新冠肺炎 (COVID-19) 影響：

由於COVID-19的爆發，對農業機械和相關技術的需求暫時減少。由於VRT所需的員工參與程度較低以及勞動力價格逐日上漲，農業可變利率技術產業在疫情後已復甦。疫情造成的嚴重勞動力短缺對整體生產產生了負面影響，迫使農民了解投資技術而不是依賴工人的好處。在農業中使用可變工作技術（VRT）是避免這些問題的好方法。透過幫助農民了解投資可變工作技術 (VRT) 的經濟效益，我們對目標市場產生了長期的正面影響。

基於地圖的細分市場預計將在預測期內成為最大的細分市場

基於地圖的細分市場預計將出現良好的成長。以地圖為基礎的 VRT 使用電子地圖（也稱為處方地圖）來調整散佈量。當施藥器在田野上移動時，使用 GPS 設備的計畫速度和田野位置的處方圖來計算劑量濃度。有些策略依賴多種資訊來源，而有些則僅使用一種資訊來源。這些系統必須能夠在田間定位機器，並透過掃描處方圖，將該位置與所需的散佈率連結​​起來。

預計穀物和穀類領域在預測期內的年複合成長率最高。

穀物和穀類領域預計在預測期內將以最快的年複合成長率成長，因為它是全球收割最多的穀類。小麥、玉米和水稻等穀類的採用率最高，因為它們通常在大型農場種植。 VRT 減少了投入材料的使用，並減少了負面環境影響，例如土壤侵蝕和退化以及溫室氣體排放。 VRT 減少投入浪費，同時提高作物和土地產量。

比最大的地區

由於廣闊的農業土地和快速的人口成長，預計亞太地區在預測期內將佔據最大的市場佔有率。鑑於廣闊的農業土地和快速的人口成長，這是農業 VRT 的潛在市場之一。由於該地區新興國家的人口成長，農業部門面臨增加產量的壓力，推動了對可變工作技術 (VRT) 的需求。

複合年複合成長率最高的地區：

由於主要市場參與者的活動增加，預計歐洲在預測期內將出現最高的年複合成長率。由於農業工人短缺和投入成本上升，可變工作技術（VRT）越來越受歡迎。這項名為 ClearSky 的新服務將雷達資料輸入深度神經網路，以計算在沒有雲層遮擋衛星相機的情況下衛星所看到的區域的影像。影像，依賴天氣的影像處理通常會導致清晰影像之間存在數週的滯後。

免費客製化服務：

訂閱此報告的客戶將收到以下免費自訂選項之一：

  • 公司簡介
    • 其他市場參與者的綜合分析（最多 3 家公司）
    • 主要企業SWOT分析（最多3家企業）
  • 區域分割
    • 根據客戶興趣對主要國家的市場估計、預測和年複合成長率（註：基於可行性檢查）
  • 競爭標竿管理
    • 根據產品系列、地理分佈和策略聯盟對主要企業進行基準測試

目錄

第1章 執行摘要

第2章 前言

  • 概述
  • 利害關係人
  • 調查範圍
  • 調查方法
    • 資料探勘
    • 資料分析
    • 資料檢驗
    • 研究途徑
  • 調查來源
    • 主要調查來源
    • 二次調查來源
    • 假設

第3章 市場趨勢分析

  • 促進因素
  • 抑制因素
  • 機會
  • 威脅
  • 技術分析
  • 用途分析
  • 新興市場
  • 新型冠狀病毒感染疾病（COVID-19）的影響

第4章 波特五力分析

  • 供應商的議價能力
  • 買方議價能力
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭公司之間的敵對關係

第5章 全球可變工作技術（VRT）市場：按類型

  • 農藥VRT
  • 產量監控
  • 灌溉VRT
  • VRT種子處理
  • 肥料VRT
    • NH3 VRT
    • UAN VRT
    • 尿素VRT
  • 土壤感
  • 其他類型

第6章 全球可變工作技術（VRT）市場：依作物類型

  • 水果和蔬菜
  • 油籽和豆類
    • 棉布
    • 大豆
  • 穀類和穀物
    • 玉米
    • 小麥
  • 其他作物類型

第7章 全球可變工作技術（VRT）市場：按組成部分

  • 軟體
  • 服務
    • 整合和諮詢服務
    • 農場管理服務
  • 硬體
    • 手持電腦
    • 流量和應用控制設備
    • 導引和轉向系統
    • GPS/DGPS接收器
    • 良率監控器
    • 感應器
      • 營養感測器
      • 土壤感測器
      • 濕度感測器
    • 展示
  • 其他組件

第8章 全球可變工作技術（VRT）市場：依農場規模

  • 小農場
  • 中型農場
  • 大型農場

第9章 全球可變工作技術（VRT）市場：依技術分類

  • 感測器底座
    • 基於無人機的 VRT
    • 主動光感測器VRT
    • 衛星VRT
  • 地圖基地
  • 其他技術

第10章 全球可變工作技術（VRT）市場：依用途

  • 農藥
    • 除草劑
    • 殺線蟲劑
    • 殺蟲劑
    • 消毒劑和殺菌劑
  • 肥料
    • 專用肥料
      • 特殊化合物
      • 磷酸鹽化合物
      • 氮化合物
      • 鉀鹽化合物
      • 水溶肥
      • 肥料效率提高
      • 緩慢控制釋放
      • 氮穩定劑
      • 硝化抑制劑
      • 脲酶抑制劑
      • 微量營養素
      • 螯合微量營養素
      • 非螯合微量營養素
    • 液體肥料
    • 有機肥
      • 肥料
      • 生物肥料
    • 其他肥料
  • 其他用途

第11章全球可變工作技術（VRT）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

第12章進展

  • 合約、夥伴關係、協作和合資企業
  • 收購和合併
  • 新產品發布
  • 業務擴展
  • 其他關鍵策略

第13章公司簡介

  • 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.