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세계의 농업용 가변시용기술 시장 : 유형별, 제공 제품별, 기술 유형별, 적용 방법별, 용도별, 국가별, 지역별 - 산업 분석, 시장 규모, 시장 점유율, 예측(2025-2032년)

Agricultural Variable Rate Technology Market, By Type, By Offering, By Technology Type, By Application Method, By Application, By Country, and By Region - Global Industry Analysis, Market Size, Market Share & Forecast from 2025-2032

발행일: 2025년 08월 | 리서치사:

AnalystView Market Insights | 페이지 정보: 영문 311 Pages | 배송안내 : 2-3일 (영업일 기준)

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세계의 농업용 가변시용기술(VRT) 시장 규모는 2024년에 86억 4,032만 달러에 달하며, 2025-2032년에 CAGR 12.90%로 확대할 것으로 예측됩니다.

농업용 가변시비(VRA)법은 특정 밭 조건에 따라 비료, 농약, 물 등의 투입량을 조절하는 정밀농업 기술을 말합니다. 지속가능한 농업에 대한 수요 증가, 노동력 부족, 스마트 농업의 확대가 선진국과 신흥 경제국에서의 도입에 영향을 미치고 있습니다. 그러나 첨단 장비에 대한 접근성이 제한적이고 초기 비용이 높아 영세 농가의 이용은 여전히 제한적일 수밖에 없습니다. 정밀 VRA에서 IoT와 드론 기술의 통합이 진행되어 새로운 성장의 길이 열리고 있습니다. 2024년에는 북미 대규모 농장의 42% 이상이 장소별 영양분 시용법을 채택하고 있습니다.

농업용 가변시용기술 시장 - 시장 역학

스마트 농업과 투입 효율 향상으로 대규모 농업에서 가변적 적용 방식 채택 촉진

지속가능한 농업과 투입물 사용의 최적화에 대한 중요성이 점점 더 강조되면서, 특히 대규모 농장에서 가변 적용(VRA) 방법의 채택이 가속화되고 있습니다. 미국 농무부에 따르면 정밀농업 기술을 활용한 농장은 수확량을 줄이지 않고도 비료 사용량을 15-25% 줄일 수 있는 것으로 보고되고 있습니다. FAO와 같은 조직은 자원 효율성을 향상시키면서 환경에 미치는 영향을 줄이는 VRA의 역할을 강조하고 있습니다. 예를 들어 유럽위원회의 CAP 개혁은 장소별 적용 툴을 포함한 디지털 농업 솔루션을 적극적으로 지원하고 있습니다. 인도에서는 ICAR이 펀자브와 마하라슈트라 주에서 드론 지원 VRA를 사용하여 영양분 살포에 대한 시범 프로그램을 시작했습니다. 스마트 농업이 정착됨에 따라 실시간 데이터 분석과 지역적 공간 매핑을 통해 투입물 결정이 더욱 간소화되어 생산성과 수익성 모두 향상될 것으로 기대됩니다.

농업용 가변시용기술 시장 - 세분화 분석

세계의 농업용 가변시용기술 시장은 유형, 제품, 기술 유형, 적용 방법, 애플리케이션, 지역별로 세분화되어 있습니다.

시장은 유형별로 비료 VRT와 작물 보호 화학물질 VRT의 두 가지 범주로 나뉩니다. 비료 VRT는 수율과 투입 비용 효율성에 직접적인 영향을 미치기 때문에 가장 우선순위가 높으며, 요소 VRT와 UAN VRT 등이 포함됩니다. 작물 보호 화학물질 VRT가 그 뒤를 잇고 있으며, 토양 감지 및 수확량 모니터링이 파종 및 관개 VRT 방법보다 우선순위를 차지하고 있습니다.

이 시장은 제공 제품별로 하드웨어, 가변 적용 소프트웨어, 가변 적용 서비스 등 3가지 카테고리로 나뉩니다. 하드웨어는 여전히 시장을 선도하고 있으며, 안내 조향 시스템, GPS 수신기, 적용 제어 장치 등이 포함됩니다. 가변 적용 소프트웨어는 꾸준한 성장세를 보이고 있으며, 가변 적용 서비스 중 농장 운영 서비스는 전략적 제휴를 통해 신흥 지역에서 견인력을 높이고 있습니다.

농업용 가변시용기술 시장 - 지역적 인사이트

북미는 강력한 디지털 인프라와 정부 지원 정밀농업 프로그램에 힘입어 가변적 적용(VRA) 도입의 최전선에 서 있습니다. 미국 농무부의 2023년 보고서에 따르면 미국내 옥수수와 대두 농장의 60% 가까이가 어떤 형태로든 VRA를 도입했습니다. 유럽에서는 EU의 공동농업정책(CAP)이나 호라이즌 유럽(Horizon Europe)과 같은 구상이 위성영상과 가변 투입 기술을 통합한 스마트 농업 프로젝트에 자금을 지원하고 있습니다. 예를 들어 2024년 Trimble은 CNH Industrial과 협력하여 유럽 전역의 농장에서 VRA 솔루션을 강화했습니다. 한편, 아시아태평양, 특히 중국과 인도에서는 농업 관련 스타트업들이 드론 제조업체와 제휴하여 저렴한 가격의 VRA 서비스를 도입하는 등 관심이 높아지고 있습니다. 마힌드라가 2025년 센스플라이와 파트너십을 맺고 인도 사탕수수밭에 드론 기반 VRA를 도입한 것이 대표적인 사례입니다. 이러한 지역적 협력관계와 우호적인 정책 환경이 정밀시비법의 세계적인 상황을 형성하고 있습니다.

농업용 가변시용기술 시장 - 경쟁 구도

농업용 가변 적용(VRA) 법 시장은 경쟁이 치열하며, 주요 기업은 제휴 및 인수를 통해 정밀 역량 확대에 주력하고 있습니다. Deere & Company는 첨단 VRA 통합 장비로 선두를 달리고 있으며, 최근에는 정밀 살포 솔루션을 강화하기 위해 Smart Apply를 인수했습니다. Trimble Inc.는 AI 기반 작물 살포 플랫폼인 Bilberry의 인수를 통해 소프트웨어 제공을 강화하며 주요 혁신기업으로 자리매김하고 있습니다. AGCO Corporation은 Precision Planting 및 Arable Labs와의 제휴를 통해 VRA 포트폴리오를 강화하고 있습니다. 한편, Topcon Positioning Systems는 CLAAS와 협력하여 유럽 시장을 위한 ISOBUS 호환 VRA 시스템을 개발했습니다. CNH산업은 2021년 인수한 레이븐 인더스트리를 통해 자동화 및 스마트 농업 툴에 많은 투자를 하고 있습니다. 마힌드라(Mahindra)와 에스코트(Escorts)와 같은 지역 기업은 신흥 시장에서의 접근성을 확대하기 위해 드론 및 센서 기술 기업과의 합작 투자에 나서고 있습니다. 이 생태계에는 OEM, 센서 기업, 데이터 플랫폼 프로바이더, OEM, 센서 기업, 데이터 플랫폼 프로바이더가 혼재되어 상황을 형성하고 있습니다.

개요
- 부문 점유율 분석(제공별)
- 하드웨어
  - 가이던스·스티어링 시스템
  - 플로우 및 시용 제어 디바이스
  - GPS/DGPS 리시버
  - 핸드헬드 모바일 디바이스/컴퓨터
  - 매출 모니터
  - 센서
  - 디스플레이
- 가변시용 소프트웨어
- 가변시용 서비스
  - 농장 운영 서비스
  - 통합 및 컨설팅 서비스

제9장 농업용 가변시용기술 시장 : 기술 유형별

개요
- 부문 점유율 분석 : 기술 유형별
- 단변수 VRT
- 다변수VRT
- 인공지능(AI) 대응 VRT

제10장 농업용 가변시용기술 시장 : 적용 방법별

개요
- 부문 점유율 분석 : 적용 방법별
- 지도 기반 VRT
- 센서 기반 VRT
- 액티브 광센서 VRT
- 드론 기반 VRT
- 위성 기반 VRT

제11장 농업용 가변시용기술 시장 : 용도별

개요
- 부문 점유율 분석 : 용도별
- 비료
  - 특수 비료
  - 액체 비료
  - 유기 비료
  - 기타 비료
- 작물 보호 화학제품 VRT
  - 제초제
  - 살균제
  - 살충제
  - 살선충제 등
  - 기타

제12장 농업용 가변시용기술 시장 : 지역별

서론
북미
- 개요
- 북미의 주요 제조업체
- 미국
- 캐나다
유럽
- 개요
- 유럽의 주요 제조업체
- 독일
- 영국
- 프랑스
- 이탈리아
- 스페인
- 네덜란드
- 스웨덴
- 러시아
- 폴란드
- 기타
아시아태평양(APAC)
- 개요
- 아시아태평양의 주요 제조업체
- 중국
- 인도
- 일본
- 한국
- 호주
- 인도네시아
- 태국
- 필리핀
- 기타
라틴아메리카(LATAM)
- 개요
- 라틴아메리카의 주요 제조업체
- 브라질
- 멕시코
- 아르헨티나
- 콜롬비아
- 기타
중동 및 아프리카
- 개요
- 중동 및 아프리카의 주요 제조업체
- 사우디아라비아
- 아랍에미리트
- 이스라엘
- 튀르키예
- 알제리
- 이집트
- 기타

제13장 주요 벤더 분석 : 농업용 가변시용기술 업계

경쟁 대시보드
- 경쟁 벤치마킹
- 경쟁 포지셔닝
기업 개요
- Ag Leader Technology
- AGCO Corporation
- AgJunction
- Climate LLC(Bayer)
- CNH Industrial
- CropMetrics LLC
- Deere & Company
- DICKEY-john
- Farmers Edge
- Granular Inc.
- Hexagon Agriculture
- Kubota Corporation
- Lindsay Corporation
- Precision Planting
- Raven Industries
- SST Software
- Taranis
- TeeJet Technologies
- Topcon Corporation
- Trimble Inc.
- 기타

제14장 애널리스트의 전방위 전망

KSA 25.09.30

Agricultural Variable Rate Technology (VRT) Market size was valued at US$ 8,640.32 Million in 2024, expanding at a CAGR of 12.90% from 2025 to 2032.

Agricultural Variable Rate Application (VRA) Method refers to the precision farming technique that adjusts the application of inputs like fertilizers, pesticides, and water based on specific field conditions. Rising demand for sustainable agriculture, labor shortages, and the expansion of smart farming practices are influencing adoption across developed and emerging economies. However, limited access to advanced equipment and high upfront costs continue to restrict usage among smallholder farmers. Increasing integration of IoT and drone technology in precision VRA has opened new growth avenues. In 2024, over 42% of large-scale farms in North America adopted site-specific nutrient application methods.

Agricultural Variable Rate Technology Market- Market Dynamics

O Smart Farming and Input Efficiency Push Adoption of Variable Rate Application Methods in Large-Scale Agriculture

The increasing emphasis on sustainable agriculture and optimized input usage is accelerating the adoption of Variable Rate Application (VRA) methods, particularly among large-scale farms. According to the USDA, farms utilizing precision agriculture technologies reported a 15-25% reduction in fertilizer use without compromising yield. Organizations like the FAO have emphasized VRA's role in reducing environmental impact while improving resource efficiency. For instance, the European Commission's CAP reform actively supports digital farming solutions, including site-specific application tools. In India, the ICAR has initiated pilot programs using drone-assisted VRA for nutrient spraying in Punjab and Maharashtra. As smart farming gains ground, real-time data analytics and geospatial mapping are expected to further streamline input decisions, enhancing both productivity and profitability.

Agricultural Variable Rate Technology Market- Key Insights

v As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 12.90% over the forecast period (2025-2032)

v Based on Type segmentation, Fertilizer VRT was predicted to show maximum market share in the year 2024

v Based on Offering segmentation, Hardware was the leading Offering in 2024

v Based on Technology Type segmentation, Single-Variable VRT was the leading Technology Type in 2024

v Based on Application Method segmentation, Map-based VRT was the leading Application Method in 2024

v Based on Application segmentation, Fertilizers were the leading Application in 2024

v On the basis of region, North America was the leading revenue generator in 2024

Agricultural Variable Rate Technology Market- Segmentation Analysis:

The Global Agricultural Variable Rate Technology Market is segmented on the basis of Type, Offering, Technology Type, Application Method, Application, and Region.

The market is divided into two categories based on Type: Fertilizer VRT and Crop Protection Chemical VRT. Fertilizer VRT holds the highest priority due to its direct impact on yield and input cost-efficiency, led by Urea and UAN VRT. Crop Protection Chemical VRT follows, with Soil Sensing and Yield Monitoring prioritized over Seeding and Irrigation VRT methods.

The market is divided into three categories based on Offering: Hardware, Variable Rate Software, and Variable Rate Services. Hardware remains the market leader, led by Guidance and Steering systems, followed by GPS Receivers and Application Control Devices. Variable Rate Software shows steady growth, while Farm Operation Services within Variable Rate Services are gaining traction in emerging regions through strategic collaborations.

Agricultural Variable Rate Technology Market- Geographical Insights

North America remains at the forefront of Variable Rate Application (VRA) adoption, supported by strong digital infrastructure and government-backed precision agriculture programs. The USDA's 2023 report highlights that nearly 60% of corn and soybean farms in the U.S. have implemented some form of VRA. In Europe, initiatives like the EU's Common Agricultural Policy (CAP) and Horizon Europe are funding smart farming projects that integrate satellite imagery and variable input technologies. For instance, in 2024, Trimble collaborated with CNH Industrial to enhance VRA solutions across European farms. Meanwhile, Asia-Pacific is showing growing interest, particularly in China and India, where agritech startups are partnering with drone manufacturers to introduce affordable VRA services. A notable example includes Mahindra's 2025 partnership with SenseFly to deploy drone-based VRA in Indian sugarcane fields. Such regional collaborations and supportive policy environments are shaping the global landscape for precision application methods.

Agricultural Variable Rate Technology Market- Competitive Landscape:

The Agricultural Variable Rate Application (VRA) Method Market is highly competitive, with key players focusing on expanding precision capabilities through collaborations and acquisitions. Deere & Company continues to lead with its advanced VRA-integrated equipment, recently acquiring Smart Apply to strengthen precision spraying solutions. Trimble Inc. remains a major innovator, enhancing its software offerings through the acquisition of Bilberry, an AI-based crop spraying platform. AGCO Corporation is boosting its VRA portfolio through partnerships with Precision Planting and Arable Labs. Meanwhile, Topcon Positioning Systems has collaborated with CLAAS to develop ISOBUS-compatible VRA systems for European markets. CNH Industrial is investing heavily in automation and smart farming tools through Raven Industries, acquired in 2021. Regional players such as Mahindra and Escorts are entering joint ventures with drone and sensor tech firms to expand access in emerging markets. This ecosystem reflects a blend of OEMs, sensor companies, and data platform providers shaping the landscape.

Recent Developments:

v In October 2024, CropX unveiled an enhanced Variable Rate Application (VRA) mapping feature enabling growers to generate detailed seeding, fertilizer, and irrigation prescription maps seamlessly integrated with machinery, boosting both precision and efficiency in farm input management.

v In November 2024, Stout Industrial Technology launched its Smart Rate Fertilizer, a precision fertilization tool that targets individual plants using recognition cameras and an AI-driven application. It reduces material usage by up to 30%, enhancing sustainability and cost-efficiency for commercial farms.

v In March 2025, Case IH introduced SenseApply(TM), a cab mounted camera system offering live variable rate application for herbicides, fungicides, PGRs, nitrogen, and burndown treatments. It operates up to 25 mph, requires no subscription, and integrates with FieldOps(TM) and Slingshot(R) platforms.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL AGRICULTURAL VARIABLE RATE TECHNOLOGY MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

O Ag Leader Technology
O AGCO Corporation
O AgJunction
O Climate LLC (Bayer)
O CNH Industrial
O CropMetrics LLC
O Deere & Company
O DICKEY-john
O Farmers Edge
O Granular Inc.
O Hexagon Agriculture
O Kubota Corporation
O Lindsay Corporation
O Precision Planting
O Raven Industries
O SST Software
O Taranis
O TeeJet Technologies
O Topcon Corporation
O Trimble Inc.
O Others

GLOBAL AGRICULTURAL VARIABLE RATE TECHNOLOGY MARKET, BY TYPE- MARKET ANALYSIS, 2019 - 2032

O Fertilizer VRT
Urea VRT
UAN VRT
NH3 VRT
Other VRT
O Crop Protection Chemical VRT
Soil Sensing
Seeding VRT
Yield Monitoring
Irrigation VRT

GLOBAL AGRICULTURAL VARIABLE RATE TECHNOLOGY MARKET, BY OFFERING- MARKET ANALYSIS, 2019 - 2032

O Hardware
Guidance and Steering systems
Flow and Application Control Devices
GPS/ DGPS Receivers
Handheld Mobile Devices/Computers
Yield Monitors
Sensors
Displays
O Variable Rate Software
O Variable Rate Services
Farm Operation Services
Integration & Consultation Services

GLOBAL AGRICULTURAL VARIABLE RATE TECHNOLOGY MARKET, BY TECHNOLOGY TYPE- MARKET ANALYSIS, 2019 - 2032

O Single-Variable VRT
O Multi-Variable VRT
O Artificial Intelligence (AI)-Enabled VRT

GLOBAL AGRICULTURAL VARIABLE RATE TECHNOLOGY MARKET, BY APPLICATION METHOD- MARKET ANALYSIS, 2019 - 2032

O Map-based VRT
O Sensor-based VRT
O Active Optical Sensor VRT
O Drone-based VRT
O Satellite-based VRT

GLOBAL AGRICULTURAL VARIABLE RATE TECHNOLOGY MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

O Fertilizers
Specialty Fertilizers
Liquid Fertilizers
Organic Fertilizers
Other Fertilizers
O Crop Protection Chemicals
Herbicides
Fungicides & Bactericides
Insecticides
Nematicides and others
Other

GLOBAL AGRICULTURAL VARIABLE RATE TECHNOLOGY MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

O North America
U.S.
Canada
O Europe
Germany
UK
France
Italy
Spain
The Netherlands
Sweden
Russia
Poland
Rest of Europe
O Asia Pacific
China
India
Japan
South Korea
Australia
Indonesia
Thailand
Philippines
Rest of APAC
O Latin America
Brazil
Mexico
Argentina
Colombia
Rest of LATAM
O The Middle East and Africa
Saudi Arabia
UAE
Israel
Turkey
Algeria
Egypt
Rest of MEA

1. Agricultural Variable Rate Technology Market Overview

1.1. Study Scope
1.2. Market Estimation Years

2. Executive Summary

2.1. Market Snippet
- 2.1.1. Agricultural Variable Rate Technology Market Snippet by Type
- 2.1.2. Agricultural Variable Rate Technology Market Snippet by Offering
- 2.1.3. Agricultural Variable Rate Technology Market Snippet by Technology Type
- 2.1.4. Agricultural Variable Rate Technology Market Snippet by Application Method
- 2.1.5. Agricultural Variable Rate Technology Market Snippet by Application
- 2.1.6. Agricultural Variable Rate Technology Market Snippet by Country
- 2.1.7. Agricultural Variable Rate Technology Market Snippet by Region
2.2. Competitive Insights

3. Agricultural Variable Rate Application Method Key Market Trends

3.1. Agricultural Variable Rate Technology Market Drivers
- 3.1.1. Impact Analysis of Market Drivers
3.2. Agricultural Variable Rate Technology Market Restraints
- 3.2.1. Impact Analysis of Market Restraints
3.3. Agricultural Variable Rate Technology Market Opportunities
3.4. Agricultural Variable Rate Technology Market Future Trends

4. Agricultural Variable Rate Application Method Industry Study

4.1. PEST Analysis
4.2. Porter's Five Forces Analysis
4.3. Growth Prospect Mapping
4.4. Regulatory Framework Analysis

5. Agricultural Variable Rate Technology Market: Impact of Escalating Geopolitical Tensions

5.1. Impact of COVID-19 Pandemic
5.2. Impact of Russia-Ukraine War
5.3. Impact of Middle East Conflicts

6. Agricultural Variable Rate Technology Market Landscape

6.1. Agricultural Variable Rate Technology Market Share Analysis, 2024
6.2. Breakdown Data, by Key Manufacturer
- 6.2.1. Established Players' Analysis
- 6.2.2. Emerging Players' Analysis

7. Agricultural Variable Rate Technology Market - By Type

7.1. Overview
- 7.1.1. Segment Share Analysis, By Type, 2024 & 2032 (%)
- 7.1.2. Fertilizer VRT
  - 7.1.2.1. Urea VRT
  - 7.1.2.2. UAN VRT
  - 7.1.2.3. NH3 VRT
  - 7.1.2.4. Other VRT
- 7.1.3. Crop Protection Chemical VRT
  - 7.1.3.1. Soil Sensing
  - 7.1.3.2. Seeding VRT
  - 7.1.3.3. Yield Monitoring
  - 7.1.3.4. Irrigation VRT

8. Agricultural Variable Rate Technology Market - By Offering

8.1. Overview
- 8.1.1. Segment Share Analysis, By Offering, 2024 & 2032 (%)
- 8.1.2. Hardware
  - 8.1.2.1. Guidance and Steering systems
  - 8.1.2.2. Flow and Application Control Devices
  - 8.1.2.3. GPS/ DGPS Receivers
  - 8.1.2.4. Handheld Mobile Devices/Computers
  - 8.1.2.5. Yield Monitors
  - 8.1.2.6. Sensors
  - 8.1.2.7. Displays
- 8.1.3. Variable Rate Software
- 8.1.4. Variable Rate Services
  - 8.1.4.1. Farm Operation Services
  - 8.1.4.2. Integration & Consultation Services

9. Agricultural Variable Rate Technology Market - By Technology Type

9.1. Overview
- 9.1.1. Segment Share Analysis, By Technology Type, 2024 & 2032 (%)
- 9.1.2. Single-Variable VRT
- 9.1.3. Multi-Variable VRT
- 9.1.4. Artificial Intelligence (AI)-Enabled VRT

10. Agricultural Variable Rate Technology Market - By Application Method

10.1. Overview
- 10.1.1. Segment Share Analysis, By Application Method, 2024 & 2032 (%)
- 10.1.2. Map-based VRT
- 10.1.3. Sensor-based VRT
- 10.1.4. Active Optical Sensor VRT
- 10.1.5. Drone-based VRT
- 10.1.6. Satellite-based VRT

11. Agricultural Variable Rate Technology Market - By Application

11.1. Overview
- 11.1.1. Segment Share Analysis, By Application, 2024 & 2032 (%)
- 11.1.2. Fertilizers
  - 11.1.2.1. Specialty Fertilizers
  - 11.1.2.2. Liquid Fertilizers
  - 11.1.2.3. Organic Fertilizers
  - 11.1.2.4. Other Fertilizers
- 11.1.3. Crop Protection Chemicals
  - 11.1.3.1. Herbicides
  - 11.1.3.2. Fungicides & Bactericides
  - 11.1.3.3. Insecticides
  - 11.1.3.4. Nematicides and others
  - 11.1.3.5. Other

12. Agricultural Variable Rate Technology Market- By Geography

12.1. Introduction
- 12.1.1. Segment Share Analysis, By Geography, 2024 & 2032 (%)
12.2. North America
- 12.2.1. Overview
- 12.2.2. Agricultural Variable Rate Application Method Key Manufacturers in North America
- 12.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 12.2.4. North America Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
- 12.2.5. North America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.2.6. North America Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
- 12.2.7. North America Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
- 12.2.8. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.2.9. U.S.
  - 12.2.9.1. Overview
  - 12.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.2.9.3. U.S. Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.2.9.4. U.S. Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.2.9.5. U.S. Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.2.9.6. U.S. Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.2.9.7. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.2.10. Canada
  - 12.2.10.1. Overview
  - 12.2.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.2.10.3. Canada Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.2.10.4. Canada Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.2.10.5. Canada Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.2.10.6. Canada Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.2.10.7. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
12.3. Europe
- 12.3.1. Overview
- 12.3.2. Agricultural Variable Rate Application Method Key Manufacturers in Europe
- 12.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 12.3.4. Europe Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
- 12.3.5. Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.3.6. Europe Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
- 12.3.7. Europe Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
- 12.3.8. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.9. Germany
  - 12.3.9.1. Overview
  - 12.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.9.3. Germany Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.3.9.4. Germany Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.3.9.5. Germany Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.3.9.6. Germany Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.3.9.7. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.10. UK
  - 12.3.10.1. Overview
  - 12.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.10.3. UK Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.3.10.4. UK Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.3.10.5. UK Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.3.10.6. UK Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.3.10.7. UK Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.11. France
  - 12.3.11.1. Overview
  - 12.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.11.3. France Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.3.11.4. France Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.3.11.5. France Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.3.11.6. France Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.3.11.7. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.12. Italy
  - 12.3.12.1. Overview
  - 12.3.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.12.3. Italy Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.3.12.4. Italy Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.3.12.5. Italy Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.3.12.6. Italy Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.3.12.7. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.13. Spain
  - 12.3.13.1. Overview
  - 12.3.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.13.3. Spain Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.3.13.4. Spain Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.3.13.5. Spain Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.3.13.6. Spain Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.3.13.7. Spain Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.14. The Netherlands
  - 12.3.14.1. Overview
  - 12.3.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.14.3. The Netherlands Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.3.14.4. The Netherlands Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.3.14.5. The Netherlands Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.3.14.6. The Netherlands Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.3.14.7. The Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.15. Sweden
  - 12.3.15.1. Overview
  - 12.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.15.3. Sweden Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.3.15.4. Sweden Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.3.15.5. Sweden Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.3.15.6. Sweden Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.3.15.7. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.16. Russia
  - 12.3.16.1. Overview
  - 12.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.16.3. Russia Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.3.16.4. Russia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.3.16.5. Russia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.3.16.6. Russia Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.3.16.7. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.17. Poland
  - 12.3.17.1. Overview
  - 12.3.17.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.17.3. Poland Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.3.17.4. Poland Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.3.17.5. Poland Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.3.17.6. Poland Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.3.17.7. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.18. Rest of Europe
  - 12.3.18.1. Overview
  - 12.3.18.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.18.3. Rest of the Europe Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.3.18.4. Rest of the Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.3.18.5. Rest of the Europe Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.3.18.6. Rest of the Europe Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.3.18.7. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
12.4. Asia Pacific (APAC)
- 12.4.1. Overview
- 12.4.2. Agricultural Variable Rate Application Method Key Manufacturers in Asia Pacific
- 12.4.3. APAC Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 12.4.4. APAC Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
- 12.4.5. APAC Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.4.6. APAC Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
- 12.4.7. APAC Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
- 12.4.8. APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.9. China
  - 12.4.9.1. Overview
  - 12.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.9.3. China Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.4.9.4. China Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.4.9.5. China Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.4.9.6. China Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.4.9.7. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.10. India
  - 12.4.10.1. Overview
  - 12.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.10.3. India Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.4.10.4. India Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.4.10.5. India Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.4.10.6. India Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.4.10.7. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.11. Japan
  - 12.4.11.1. Overview
  - 12.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.11.3. Japan Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.4.11.4. Japan Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.4.11.5. Japan Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.4.11.6. Japan Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.4.11.7. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.12. South Korea
  - 12.4.12.1. Overview
  - 12.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.12.3. South Korea Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.4.12.4. South Korea Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.4.12.5. South Korea Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.4.12.6. South Korea Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.4.12.7. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.13. Australia
  - 12.4.13.1. Overview
  - 12.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.13.3. Australia Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.4.13.4. Australia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.4.13.5. Australia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.4.13.6. Australia Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.4.13.7. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.14. Indonesia
  - 12.4.14.1. Overview
  - 12.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.14.3. Indonesia Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.4.14.4. Indonesia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.4.14.5. Indonesia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.4.14.6. Indonesia Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.4.14.7. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.15. Thailand
  - 12.4.15.1. Overview
  - 12.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.15.3. Thailand Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.4.15.4. Thailand Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.4.15.5. Thailand Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.4.15.6. Thailand Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.4.15.7. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.16. Philippines
  - 12.4.16.1. Overview
  - 12.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.16.3. Philippines Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.4.16.4. Philippines Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.4.16.5. Philippines Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.4.16.6. Philippines Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.4.16.7. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.17. Rest of APAC
  - 12.4.17.1. Overview
  - 12.4.17.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.17.3. Rest of APAC Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.4.17.4. Rest of APAC Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.4.17.5. Rest of APAC Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.4.17.6. Rest of APAC Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.4.17.7. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
12.5. Latin America (LATAM)
- 12.5.1. Overview
- 12.5.2. Agricultural Variable Rate Application Method Key Manufacturers in Latin America
- 12.5.3. LATAM Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 12.5.4. LATAM Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
- 12.5.5. LATAM Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.5.6. LATAM Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
- 12.5.7. LATAM Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
- 12.5.8. LATAM Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.5.9. Brazil
  - 12.5.9.1. Overview
  - 12.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.5.9.3. Brazil Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.5.9.4. Brazil Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.5.9.5. Brazil Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.5.9.6. Brazil Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.5.9.7. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.5.10. Mexico
  - 12.5.10.1. Overview
  - 12.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.5.10.3. Mexico Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.5.10.4. Mexico Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.5.10.5. Mexico Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.5.10.6. Mexico Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.5.10.7. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.5.11. Argentina
  - 12.5.11.1. Overview
  - 12.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.5.11.3. Argentina Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.5.11.4. Argentina Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.5.11.5. Argentina Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.5.11.6. Argentina Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.5.11.7. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.5.12. Colombia
  - 12.5.12.1. Overview
  - 12.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.5.12.3. Colombia Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.5.12.4. Colombia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.5.12.5. Colombia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.5.12.6. Colombia Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.5.12.7. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.5.13. Rest of LATAM
  - 12.5.13.1. Overview
  - 12.5.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.5.13.3. Rest of LATAM Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.5.13.4. Rest of LATAM Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.5.13.5. Rest of LATAM Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.5.13.6. Rest of LATAM Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.5.13.7. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
12.6. Middle East and Africa
- 12.6.1. Overview
- 12.6.2. Agricultural Variable Rate Application Method Key Manufacturers in Middle East and Africa
- 12.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 12.6.4. Middle East and Africa Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
- 12.6.5. Middle East and Africa Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.6.6. Middle East and Africa Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
- 12.6.7. Middle East and Africa Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
- 12.6.8. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.6.9. Saudi Arabia
  - 12.6.9.1. Overview
  - 12.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.9.3. Saudi Arabia Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.6.9.4. Saudi Arabia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.6.9.5. Saudi Arabia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.6.9.6. Saudi Arabia Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.6.9.7. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.6.10. United Arab Emirates
  - 12.6.10.1. Overview
  - 12.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.10.3. United Arab Emirates Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.6.10.4. United Arab Emirates Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.6.10.5. United Arab Emirates Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.6.10.6. United Arab Emirates Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.6.10.7. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.6.11. Israel
  - 12.6.11.1. Overview
  - 12.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.11.3. Israel Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.6.11.4. Israel Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.6.11.5. Israel Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.6.11.6. Israel Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.6.11.7. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.6.12. Turkey
  - 12.6.12.1. Overview
  - 12.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.12.3. Turkey Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.6.12.4. Turkey Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.6.12.5. Turkey Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.6.12.6. Turkey Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.6.12.7. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.6.13. Algeria
  - 12.6.13.1. Overview
  - 12.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.13.3. Algeria Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.6.13.4. Algeria Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.6.13.5. Algeria Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.6.13.6. Algeria Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.6.13.7. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.6.14. Egypt
  - 12.6.14.1. Overview
  - 12.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.14.3. Egypt Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.6.14.4. Egypt Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.6.14.5. Egypt Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.6.14.6. Egypt Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.6.14.7. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.6.15. Rest of MEA
  - 12.6.15.1. Overview
  - 12.6.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.15.3. Rest of MEA Market Size and Forecast, By Type, 2019 - 2032 (US$ Million)
  - 12.6.15.4. Rest of MEA Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 12.6.15.5. Rest of MEA Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 12.6.15.6. Rest of MEA Market Size and Forecast, By Application Method, 2019 - 2032 (US$ Million)
  - 12.6.15.7. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)

13. Key Vendor Analysis- Agricultural Variable Rate Application Method Industry

13.1. Competitive Dashboard
- 13.1.1. Competitive Benchmarking
- 13.1.2. Competitive Positioning
13.2. Company Profiles
- 13.2.1. Ag Leader Technology
- 13.2.2. AGCO Corporation
- 13.2.3. AgJunction
- 13.2.4. Climate LLC (Bayer)
- 13.2.5. CNH Industrial
- 13.2.6. CropMetrics LLC
- 13.2.7. Deere & Company
- 13.2.8. DICKEY-john
- 13.2.9. Farmers Edge
- 13.2.10. Granular Inc.
- 13.2.11. Hexagon Agriculture
- 13.2.12. Kubota Corporation
- 13.2.13. Lindsay Corporation
- 13.2.14. Precision Planting
- 13.2.15. Raven Industries
- 13.2.16. SST Software
- 13.2.17. Taranis
- 13.2.18. TeeJet Technologies
- 13.2.19. Topcon Corporation
- 13.2.20. Trimble Inc.
- 13.2.21. Others

14. 360 Degree Analyst View

15. Appendix

15.1. Research Methodology
15.2. References
15.3. Abbreviations
15.4. Disclaimer
15.5. Contact Us