시장보고서
상품코드
1300940

세계의 농업 애널리틱스 시장 예측(-2028년) : 제공별, 농업 유형별, 기술별, 농장 규모별, 최종사용자별, 지역별

Agriculture Analytics Market by Offering, Agriculture Type, Technology, Farm Size, End Users and Region - Global Forecast to 2028

발행일: | 리서치사: MarketsandMarkets | 페이지 정보: 영문 320 Pages | 배송안내 : 즉시배송


※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

세계의 농업 애널리틱스 시장 규모는 2023년 14억 달러에서 2028년 25억 달러에 달할 것으로 예상되며, 예측 기간 중 13.1%의 CAGR을 나타낼 것으로 예상됩니다. 농업 애널리틱스의 주요 최종사용자는 농가와 사육자입니다. 그들은 작물 작황, 토양 건강, 해충 및 질병 관리, 관개 일정, 수확량 최적화에 대한 인사이트을 얻음으로써 분석의 혜택을 누리고 있습니다.

"서비스 분야는 예측 기간 중 더 높은 CAGR로 성장한다."

농업 애널리틱스 서비스 시장 중 전문 서비스 분야는 교육 및 컨설팅, 시스템 통합 및 구현, 지원 및 유지보수로 세분화됩니다. 농업 애널리틱스 서비스는 농업의 다양한 측면을 최적화하고 강화하기 위한 종합적인 데이터 기반 접근 방식을 제공합니다. 이러한 서비스는 첨단 기술과 분석 툴을 활용하여 날씨 패턴, 토양 상태, 작물 건강 상태, 시장 동향 등 다양한 소스에서 방대한 양의 데이터를 수집, 처리 및 분석합니다.

"대규모 농장 분야는 예측 기간 중 가장 큰 시장 규모를 유지한다."

대규모 농장(1,000헥타르 이상)의 농업 애널리틱스 솔루션 도입률은 중소규모 농장에 비해 높은 것으로 알려져 있습니다. 대규모 농장을 가진 농가들은 치열한 경쟁의 세계에서 경쟁에서 이기기 위해 수단과 방법을 가리지 않습니다. 따라서 기술적으로 숙달되기 위해 많은 비용을 지출합니다.

"아시아태평양이 가장 빠르게 성장하는 지역이 된다."

아시아태평양은 농업 애널리틱스 솔루션 및 서비스에 대한 수요 증가로 인해 예측 기간 중 가장 높은 CAGR로 성장할 것으로 예상됩니다. 중국, 호주, 뉴질랜드, 인도, 이스라엘과 같은 국가의 경제 성장은 아시아태평양의 농업 애널리틱스 솔루션 및 서비스 도입에 큰 기회를 제공합니다. 반면, 북미는 예측 기간 중 가장 큰 시장 규모를 유지할 것으로 예상됩니다.

목차

제1장 서론

제2장 조사 방법

제3장 주요 요약

제4장 중요 인사이트

제5장 시장 개요와 업계 동향

  • 서론
  • 시장 역학
    • 촉진요인
    • 억제요인
    • 기회
    • 과제
  • 사례 연구 분석
  • 농업 애널리틱스 간단한 역사
  • 농업 애널리틱스 시장 : 에코시스템
  • 공급망 분석
  • 가격 모델 분석
  • 특허 분석
  • 기술 분석
  • Porter's Five Forces 분석
  • 주요 컨퍼런스와 이벤트
  • 규제 상황
  • 농업 애널리틱스 아키텍처의 주요 컴포넌트
  • 농업 애널리틱스의 유형
  • 주요 이해관계자와 구입 기준
  • 농업 애널리틱스 시장의 바이어/클라이언트에 영향을 미치는 혼란
  • 농업 애널리틱스 시장의 기술 로드맵
  • 농업 애널리틱스의 비즈니스 모델
  • 농업 애널리틱스 시장의 실천

제6장 농업 애널리틱스 시장 : 제공별

  • 서론
  • 솔루션
  • 서비스
    • 전문 서비스
    • 매니지드 서비스

제7장 농업 애널리틱스 시장 : 농업 유형별

  • 서론
  • 정밀농업
    • 수확량 감시·예측
    • 가변율 기술
    • 농장 노동자 관리
    • 의사결정 지원시스템
    • 토양 건전성 분석
    • 관개·물관리
    • 기상 추적·예보
    • 재무·리스크 관리
    • 공급망 관리
    • 기타 정밀농업
  • 축산
    • 급이관리
    • 열스트레스 관리
    • 착유
    • 사육 관리
    • 행동 감시·관리
    • 실시간 감시
    • 송아지 관리
    • 공급망 관리
    • 기타 축산
  • 수산양식
    • 생선군 추적·선단 항행
    • 급이관리
    • 수질 관리
    • 품질관리·이력추적
    • 해충·질환 관리
    • 식량 생산
    • 에어레이션 시스템
    • 공급망 관리
    • 기타 수산양식
  • 수직농법
    • 지속가능성·환경 모니터링
    • 에너지 최적화
    • 영양 관리
    • 자원 계획·최적화
    • 등급설정·마케팅
    • 심어·파종
    • 공급망 관리
    • 기타 수직농법
  • 기타 농업 유형

제8장 농업 애널리틱스 시장 : 농장 규모별

  • 서론
  • 중규모·소규모 농장
  • 대규모 농장

제9장 농업 애널리틱스 시장 : 기술별

  • 서론
  • 원격탐사·위성 영상
  • 지리정보시스템(GIS)
  • 로봇공학과 자동화
  • 빅데이터와 클라우드 컴퓨팅
  • 시각화와 리포트 작성
  • 블록체인 기술
  • 기타 기술

제10장 농업 애널리틱스 시장 : 최종사용자별

  • 서론
  • 농가
  • 농학자
  • 애그리비지니스
  • 농업 연구자
  • 정부기관
  • 기타 최종사용자

제11장 농업 애널리틱스 시장 : 지역별

  • 서론
  • 북미
    • 미국
    • 캐나다
  • 유럽
    • 영국
    • 독일
    • 프랑스
    • 이탈리아
    • 네덜란드
    • 기타 유럽
  • 아시아태평양
    • 중국
    • 일본
    • 인도
    • 한국
    • 뉴질랜드
    • 기타 아시아태평양
  • 중동 및 아프리카
    • 사우디아라비아
    • 아랍에미리트
    • 이스라엘
    • 남아프리카공화국
    • 기타 중동 및 아프리카
  • 라틴아메리카
    • 브라질
    • 멕시코
    • 아르헨티나
    • 기타 라틴아메리카

제12장 경쟁 구도

  • 개요
  • 주요 기업이 채택한 전략
  • 매출 분석
  • 시장 점유율 분석
  • 기업 평가 매트릭스
  • 스타트업/중소기업 평가 매트릭스
  • 경쟁 시나리오와 동향

제13장 기업 개요

  • 서론
  • 주요 기업
    • IBM
    • DEERE & COMPANY
    • BAYER AG
    • SAP
    • TRIMBLE INC
    • ACCENTURE
    • ABACO GROUP
    • DELAVAL
    • ORACLE
    • DTN
    • FARMERS EDGE
    • SAS INSTITUTE
  • 기타 주요 기업
    • ITERIS
    • PRECISIONHAWK
    • CONSERVIS
    • STESALIT SYSTEMS
    • AGRIBOTIX
    • AGRIVI
    • GRANULAR
    • FBN
    • GRO INTELLIGENCE
    • RESSON
  • 스타트업
    • AGVUE TECHNOLOGIES
    • TARANIS
    • CROPX
    • TRACE GENOMICS
    • FASAL
    • AGEYE TECHNOLOGIES
    • HELIOPAS AI
    • ONESOIL
    • ROOT AI
    • AGSHIFT

제14장 인접 시장 및 관련 시장

  • 서론
  • 정밀농업 시장 : 세계 예측(-2030년)
  • 농업용 AI 시장 : 세계 예측(-2028년)

제15장 부록

KSA 23.07.11

The global agriculture analytics market size is projected to grow from USD 1.4 billion in 2023 to USD 2.5 billion by 2028, at a Compound Annual Growth Rate (CAGR) of 13.1% during the forecast period. Farmers and growers are the primary end users of agriculture analytics. They benefit from analytics by gaining insights into crop performance, soil health, pest and disease management, irrigation scheduling, and yield optimization.

The services segment is expected to grow at a higher CAGR during the forecast period

The agriculture analytics services market has been segmented into professional services and managed services. The professional services segment has been further segmented into training and consulting, system integration and implementation, and support and maintenance. Agriculture analytics services offer a comprehensive and data-driven approach to optimize and enhance various aspects of the agricultural industry. These services utilize advanced technologies and analytical tools to collect, process, and analyze vast amounts of data from multiple sources, including weather patterns, soil conditions, crop health, and market trends.

The Large Farms segment is expected to hold highest market size during the forecast period

The adoption of agriculture analytics solutions in large farms is said to be high, as compared to the small and medium-sized farms. This is due to the affordability and high economies of scale that allows the large farms to leverage the benefits of agricultural solutions.Farms with the size of more than 1,000 hectares are categorized under the large farms segment. Producers having large farms leave no stone unturned to compete in the cut-throat competitive world; hence, they spend significant amounts on becoming technologically versed.

Asia pacific is fastest growing region in the agriculture analytics market

APAC is expected to grow at the highest CAGR during the forecast period, due to the increase in demand for agriculture analytics solution and services. Growing economies in countries such as China, Australia and New Zealand, India, and Israel provide huge opportunities for the adoption of the agriculture analytics solution and services in APAC region. Meanwhile, North America is projected to hold the largest market size during the forecast period.

Breakdown of primaries

The studies contains insights from various industry experts, ranging from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:

  • By Company: Tier I: 34%, Tier II: 43%, and Tier III: 23%
  • By Designation: C-Level Executives: 50%, Directors: 30%, and Others: 20%
  • By Region: Europe: 30%, APAC: 30%, North America: 25%, MEA: 10%, and Latin America: 5%

The agriculture analytics market is dominated by a few globally established players such as Deere & Company(US), IBM(US), Bayer Ag (Germany), SAP(Germany), Trimble(US), Accenture(Ireland), ABACO(Italy), DeLaval(Sweden), Oracle(US), DTN(US), Farmers Edge(Canada), SAS Institute(US), Iteris(US), PrecisionHawk(US), Conservis(US), Stesalit Systems(India), Agribotix(US), Agrivi(UK), Granular(US), FBN(US), Gro Intelligence(US), Resson(Canada), AgVue Technologies(US), Taranis(US), CropX(Israel), Trace Genomics(US), Fasal(India), AgEye Technologies(US), HelioPas AI(Germany), OneSoil (Switzerland), Root AI (US)and AgShift(US).

Research Coverage

The report segments the agriculture analytics market and forecasts its size, by volume and value, based on region (North America, Europe, APAC, MEA and Latin America), Offering,agriculture type,farm size,technology and end users.

The report also provides a comprehensive review of market drivers, restraints, opportunities, and challenges in the agriculture analytics market. The report also covers qualitative aspects in addition to the quantitative aspects of these markets.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for Agriculture analytics and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

  • Analysis of key drivers (Increasing size and complexity of farms, Rising need for optimal resource utilization, Enhancing sustainability and reducing environmental impact, Applying Big Data in farming), restraints (High cost associated with data collection and analysis, Data privacy and security concerns),opportunities (Technological advancements such as IoT, AI, ML, Prospect of public-private collaborations to advance use of agriculture analytics), and challenges (Lack of technological literacy and skills gap, Data transfer and storage challenges) influencing the growth of the Agriculture analytics market
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the Agriculture analytics market.
  • Market Development: Comprehensive information about lucrative markets - the report analyses the Agriculture analytics market across varied regions
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in Agriculture analytics market strategies; the report also helps stakeholders understand the pulse of the Agriculture analytics market and provides them with information on key market drivers, restraints, challenges, and opportunities
  • Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players such as Deere & Company(US), IBM(US), Bayer Ag, (Grmany), SAP(Germany), Trimble(US) among others in the Agriculture analytics market

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
    • 1.2.1 INCLUSIONS AND EXCLUSIONS
  • 1.3 STUDY SCOPE
    • 1.3.1 MARKET SEGMENTATION
    • 1.3.2 REGIONAL SCOPE
    • 1.3.3 YEARS CONSIDERED
  • 1.4 CURRENCY CONSIDERED
    • TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2020-2022
  • 1.5 STAKEHOLDERS
  • 1.6 SUMMARY OF CHANGES
    • 1.6.1 IMPACT OF RECESSION

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 1 AGRICULTURE ANALYTICS MARKET: RESEARCH DESIGN
    • 2.1.1 SECONDARY DATA
    • 2.1.2 PRIMARY DATA
    • TABLE 2 PRIMARY INTERVIEWS
      • 2.1.2.1 Breakup of Primary Profiles
      • 2.1.2.2 Key Industry Insights
  • 2.2 MARKET BREAKUP AND DATA TRIANGULATION
    • FIGURE 2 DATA TRIANGULATION
  • 2.3 MARKET SIZE ESTIMATION
    • FIGURE 3 AGRICULTURE ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
    • 2.3.1 TOP-DOWN APPROACH
    • 2.3.2 BOTTOM-UP APPROACH
    • FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF AGRICULTURE ANALYTICS MARKET
    • FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2 - BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF AGRICULTURE ANALYTICS MARKET
    • FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (DEMAND-SIDE): SHARE OF AGRICULTURE ANALYTICS THROUGH OVERALL AGRICULTURE ANALYTICS SPENDING
  • 2.4 MARKET FORECAST
    • TABLE 3 FACTOR ANALYSIS
  • 2.5 ASSUMPTIONS
  • 2.6 LIMITATIONS
  • 2.7 IMPLICATIONS OF RECESSION ON AGRICULTURE ANALYTICS MARKET

3 EXECUTIVE SUMMARY

    • TABLE 4 AGRICULTURE ANALYTICS MARKET SIZE AND GROWTH RATE, 2017-2022 (USD MILLION, Y-O-Y %)
    • TABLE 5 AGRICULTURE ANALYTICS MARKET SIZE AND GROWTH RATE, 2023-2028 (USD MILLION, Y-O-Y %)
    • FIGURE 7 SOLUTIONS SEGMENT TO SECURE HIGHER MARKET SHARE IN 2023
    • FIGURE 8 PROFESSIONAL SEGMENT TO DOMINATE MARKET IN 2023
    • FIGURE 9 TRAINING AND CONSULTING SERVICES TO CLAIM LARGER MARKET SHARE IN 2023
    • FIGURE 10 LARGE FARMS SEGMENT TO LEAD MARKET IN 2023
    • FIGURE 11 REMOTE SENSING AND SATELLITE IMAGERY SEGMENT TO CLAIM LARGER MARKET SHARE IN 2023
    • FIGURE 12 PRECISION FARMING SEGMENT TO DOMINATE MARKET IN 2023
    • FIGURE 13 FARMERS SEGMENT TO SECURE LARGER MARKET SHARE IN 2023
    • FIGURE 14 AGRICULTURE ANALYTICS MARKET, BY REGION

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AGRICULTURE ANALYTICS MARKET
    • FIGURE 15 RISING NEED FOR RISK ASSESSMENT IN FARMING TO DRIVE ADOPTION OF AGRICULTURE ANALYTICS
  • 4.2 OVERVIEW OF RECESSION IN GLOBAL AGRICULTURE ANALYTICS MARKET
    • FIGURE 16 AGRICULTURE ANALYTICS MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2023
  • 4.3 AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE
    • FIGURE 17 PRECISION FARMING SEGMENT TO HOLD HIGHEST MARKET SHARE DURING FORECAST PERIOD
  • 4.4 AGRICULTURE ANALYTICS MARKET, BY REGION
    • FIGURE 18 NORTH AMERICA TO ACCOUNT FOR HIGHEST MARKET SHARE IN 2023
  • 4.5 AGRICULTURE ANALYTICS MARKET IN NORTH AMERICA, BY AGRICULTURE TYPE AND END USERS
    • FIGURE 19 PRECISION FARMING AND FARMERS SEGMENTS ESTIMATED TO SECURE MAXIMUM MARKET SHARE IN 2023

5 MARKET OVERVIEW AND INDUSTRY TRENDS

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • FIGURE 20 AGRICULTURE ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
    • 5.2.1 DRIVERS
      • 5.2.1.1 Increasing size and complexity of farms
      • 5.2.1.2 Rising need for optimal resource utilization
      • 5.2.1.3 Enhancing sustainability and reducing environmental impact
      • 5.2.1.4 Applying Big Data in farming
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 High costs associated with data collection and analysis
      • 5.2.2.2 Data privacy and security concerns
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Technological advancements such as IoT, AI, and ML
      • 5.2.3.2 Prospect of public-private collaborations to advance use of agriculture analytics
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Lack of technological literacy and skills gap
      • 5.2.4.2 Data transfer and storage
  • 5.3 CASE STUDY ANALYSIS
    • 5.3.1 CASE STUDY 1: BETTER WINE PRODUCTION AT E. & J. GALLO WINERY WITH IBM SOLUTION
    • 5.3.2 CASE STUDY 2: BUNGE RUNS SOPHISTICATED ANALYSIS TO IMPROVE ACTIVITIES USING IBM GIS MAPPING SOFTWARE
    • 5.3.3 CASE STUDY 3: DELAVAL HELPS ABIS DAIRY FARM TO IMPROVE ANIMAL WELFARE AND WORK EFFICIENCY
    • 5.3.4 CASE STUDY 4: NESTLE USES AGRIVI 360 AGRICULTURE SUPPLY CHAIN PLATFORM FOR COMPLETE TRACEABILITY THROUGHOUT CHAIN
    • 5.3.5 CASE STUDY 5: VEGGITECH AND AGRIVI BRINGS AGRONOMY INTO MODERN WORLD
    • 5.3.6 CASE STUDY 6: WYMAN INCREASES PRODUCTIVITY WITH CONSERVIS
    • 5.3.7 CASE STUDY 7: SPROULE FARMS INCREASES EFFICIENCY AND PROFITABILITY WITH CONSERVIS
    • 5.3.8 CASE STUDY 8: AGROPECUARIA CANOA MIRIM S/A IMPROVES PROFITABILITY AND PRODUCTIVITY BY OPTIMIZING FERTILIZER USE
    • 5.3.9 CASE STUDY 9: MFA STREAMLINES STANDARDIZATION ACROSS ORGANIZATION BY IMPLEMENTING PROAGRICA'S SOLUTIONS
    • 5.3.10 CASE STUDY 10: ONESOIL YIELD ASSISTS SMART FARMING IN IMPROVING PERFORMANCE
    • 5.3.11 CASE STUDY 11: WOODHALL GROWERS ACHIEVES ACCURACY AND FLEXIBILITY WITH AG LEADER'S SOLUTION
    • 5.3.12 CASE STUDY 12: DE BORTOLI WINES SAVES 15-20% ON INPUT COSTS WITH AGWORLD'S SOLUTIONS
  • 5.4 BRIEF HISTORY OF AGRICULTURE ANALYTICS
    • FIGURE 21 BRIEF HISTORY OF AGRICULTURE ANALYTICS
  • 5.5 AGRICULTURE ANALYTICS MARKET: ECOSYSTEM
    • FIGURE 22 AGRICULTURE ANALYTICS MARKET: ECOSYSTEM
  • 5.6 SUPPLY CHAIN ANALYSIS
    • FIGURE 23 SUPPLY CHAIN ANALYSIS: AGRICULTURE ANALYTICS MARKET
  • 5.7 PRICING MODEL ANALYSIS
    • TABLE 6 AVERAGE SELLING PRICE ANALYSIS, 2023
  • 5.8 PATENT ANALYSIS
    • 5.8.1 METHODOLOGY
    • 5.8.2 DOCUMENT TYPE
    • TABLE 7 PATENTS FILED, 2013-2023
    • 5.8.3 INNOVATION AND PATENT APPLICATIONS
    • FIGURE 24 TOTAL NUMBER OF PATENTS GRANTED, JANUARY 2013- APRIL 2023
      • 5.8.3.1 Top applicants
    • FIGURE 25 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS, 2013-2023
    • FIGURE 26 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013-2023
    • TABLE 8 TOP 10 PATENT OWNERS IN AGRICULTURE ANALYTICS MARKET, 2013-2023
    • TABLE 9 LIST OF PATENTS IN AGRICULTURE ANALYTICS MARKET, 2021-2023
  • 5.9 TECHNOLOGY ANALYSIS
    • 5.9.1 RELATED TECHNOLOGY
      • 5.9.1.1 GIS-based agriculture
      • 5.9.1.2 Sensor technology
    • 5.9.2 ALLIED TECHNOLOGY
      • 5.9.2.1 Blockchain
      • 5.9.2.2 Sky-drones
      • 5.9.2.3 Robotics and automation technology
  • 5.10 PORTER'S FIVE FORCES ANALYSIS
    • FIGURE 27 PORTER'S FIVE FORCES ANALYSIS
    • TABLE 10 PORTER'S FIVE FORCES ANALYSIS
    • 5.10.1 THREAT OF NEW ENTRANTS
    • 5.10.2 THREAT OF SUBSTITUTES
    • 5.10.3 BARGAINING POWER OF SUPPLIERS
    • 5.10.4 BARGAINING POWER OF BUYERS
    • 5.10.5 INTENSITY OF COMPETITIVE RIVALRY
  • 5.11 KEY CONFERENCES & EVENTS
    • TABLE 11 AGRICULTURE ANALYTICS MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2023-2024
  • 5.12 REGULATORY LANDSCAPE
    • 5.12.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 12 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 13 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 14 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 15 MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 16 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • 5.12.2 REGULATIONS, BY REGION
      • 5.12.2.1 North America
      • 5.12.2.2 Europe
      • 5.12.2.3 Asia Pacific
      • 5.12.2.4 Middle East & Africa
      • 5.12.2.5 Latin America
    • 5.12.3 REGULATORY IMPLICATIONS AND INDUSTRY STANDARDS
      • 5.12.3.1 General Data Protection Regulation
      • 5.12.3.2 Securities and Exchange Commission Rule 17a-4
      • 5.12.3.3 International Organization for Standardization/International Electrotechnical Commission 27001
      • 5.12.3.4 System and Organization Controls 2 Type II Compliance
      • 5.12.3.5 Financial Industry Regulatory Authority
      • 5.12.3.6 Freedom of Information Act
      • 5.12.3.7 Health Insurance Portability and Accountability Act
  • 5.13 KEY COMPONENTS OF AGRICULTURE ANALYTICS ARCHITECTURE
    • 5.13.1 DATA COLLECTION
    • 5.13.2 DATA MANAGEMENT
    • 5.13.3 DATA ANALYSIS
    • 5.13.4 PREDICTIVE MODELING
    • 5.13.5 DECISION SUPPORT SYSTEMS
  • 5.14 TYPE OF AGRICULTURE ANALYTICS
    • 5.14.1 FARMING ANALYTICS
    • 5.14.2 LIVESTOCK ANALYTICS
    • 5.14.3 AQUACULTURE ANALYTICS
  • 5.15 KEY STAKEHOLDERS & BUYING CRITERIA
    • 5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • FIGURE 28 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE AGRICULTURE TYPE
    • TABLE 17 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE AGRICULTURE TYPE
    • 5.15.2 BUYING CRITERIA
    • FIGURE 29 KEY BUYING CRITERIA FOR TOP THREE AGRICULTURE TYPE
    • TABLE 18 KEY BUYING CRITERIA FOR TOP THREE AGRICULTURE TYPE
  • 5.16 DISRUPTIONS IMPACTING BUYERS/CLIENTS IN AGRICULTURE ANALYTICS MARKET
    • FIGURE 30 AGRICULTURE ANALYTICS MARKET: DISRUPTIONS IMPACTING BUYERS/CLIENTS
  • 5.17 TECHNOLOGY ROADMAP OF AGRICULTURE ANALYTICS MARKET
    • TABLE 19 SHORT-TERM ROADMAP, 2023-2025
    • TABLE 20 MID-TERM ROADMAP, 2026-2028
    • TABLE 21 LONG-TERM ROADMAP, 2029-2030
  • 5.18 BUSINESS MODELS OF AGRICULTURE ANALYTICS
  • 5.19 PRACTICES IN AGRICULTURE ANALYTICS MARKET
    • 5.19.1 AGRI-EDUCATION AND TRAINING
    • 5.19.2 AGRI-MARKET FORECASTING AND PRICE ANALYSIS
    • 5.19.3 SAFETY AND HEALTH
    • 5.19.4 CROP SELECTION AND DIVERSITY
    • 5.19.5 WATER CONSERVATION

6 AGRICULTURE ANALYTICS MARKET, BY OFFERING

  • 6.1 INTRODUCTION
    • 6.1.1 OFFERING: AGRICULTURE ANALYTICS MARKET DRIVERS
    • FIGURE 31 SERVICES SEGMENT TO RECORD HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 22 AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 23 AGRICULTURE ANALYTICS MARKET SIZE, BY OFFERING, 2023-2028 (USD MILLION)
  • 6.2 SOLUTIONS
    • TABLE 24 SOLUTIONS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 25 SOLUTIONS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 6.3 SERVICES
    • FIGURE 32 MANAGED SERVICES SEGMENT TO EXHIBIT HIGHER CAGR IN AGRICULTURE ANALYTICS MARKET DURING FORECAST PERIOD
    • TABLE 26 AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
    • TABLE 27 AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
    • TABLE 28 SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 29 SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 6.3.1 PROFESSIONAL SERVICES
    • FIGURE 33 SYSTEM INTEGRATION AND IMPLEMENTATION TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 30 PROFESSIONAL SERVICES: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
    • TABLE 31 PROFESSIONAL SERVICES: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
    • TABLE 32 PROFESSIONAL SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 33 PROFESSIONAL SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
      • 6.3.1.1 Training and Consulting
        • 6.3.1.1.1 Plays vital role in managing operations and technology updates
    • TABLE 34 TRAINING AND CONSULTING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 35 TRAINING AND CONSULTING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
      • 6.3.1.2 System Integration and Implementation
        • 6.3.1.2.1 Rising need to ensure effective system communication to augment segment growth
    • TABLE 36 SYSTEM INTEGRATION AND IMPLEMENTATION: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 37 SYSTEM INTEGRATION AND IMPLEMENTATION: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
      • 6.3.1.3 Support and Maintenance
        • 6.3.1.3.1 Rising agriculture analytics deployment to enhance segment growth
    • TABLE 38 SUPPORT AND MAINTENANCE: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 39 SUPPORT AND MAINTENANCE: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 6.3.2 MANAGED SERVICES
    • FIGURE 34 DATA SERVICES SUB-SEGMENT TO DISPLAY HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 40 MANAGED SERVICES: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
    • TABLE 41 MANAGED SERVICES: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
    • TABLE 42 MANAGED SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 43 MANAGED SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
      • 6.3.2.1 Farm operation services
        • 6.3.2.1.1 Generates records and integrates unstructured data into single, easy-to-use cloud-based or on-premises system
    • TABLE 44 FARM OPERATION SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 45 FARM OPERATION SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
      • 6.3.2.2 Data services
        • 6.3.2.2.1 Provides real-time information and intelligence capabilities
    • TABLE 46 DATA SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 47 DATA SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
      • 6.3.2.3 Analytics Services
        • 6.3.2.3.1 Rising demand for mobile technologies to boost segment growth
    • TABLE 48 ANALYTICS SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 49 ANALYTICS SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)

7 AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE

  • 7.1 INTRODUCTION
    • 7.1.1 AGRICULTURE TYPE: AGRICULTURE ANALYTICS MARKET DRIVERS
    • FIGURE 35 LIVESTOCK FARMING TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 50 AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2017-2022 (USD MILLION)
    • TABLE 51 AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2023-2028 (USD MILLION)
  • 7.2 PRECISION FARMING
    • 7.2.1 INCREASED EFFICIENCY AND REDUCED LABOR COSTS
    • TABLE 52 PRECISION FARMING: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 53 PRECISION FARMING: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
    • TABLE 54 PRECISION FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 55 PRECISION FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 7.2.2 YIELD MONITORING AND PREDICTION
    • 7.2.3 VARIABLE RATE TECHNOLOGY
    • 7.2.4 FARM LABOR MANAGEMENT
    • 7.2.5 DECISION SUPPORT SYSTEMS
    • 7.2.6 SOIL HEALTH ANALYSIS
    • 7.2.7 IRRIGATION AND WATER MANAGEMENT
    • 7.2.8 WEATHER TRACKING & FORECASTING
    • 7.2.9 FINANCIAL AND RISK MANAGEMENT
    • 7.2.10 SUPPLY CHAIN MANAGEMENT
      • 7.2.10.1 Order Delivery and Invoice Management
      • 7.2.10.2 Shipping Management
      • 7.2.10.3 Inventory Management
    • 7.2.11 OTHER PRECISION FARMING
  • 7.3 LIVESTOCK FARMING
    • 7.3.1 OPTIMIZES PRODUCTION PROCESSES AND ENHANCES PRODUCTIVITY
    • TABLE 56 LIVESTOCK FARMING: AGRICULTURE ANALYTICS MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 57 LIVESTOCK FARMING: AGRICULTURE ANALYTICS MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 58 LIVESTOCK FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 59 LIVESTOCK FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 7.3.2 FEEDING MANAGEMENT
    • 7.3.3 HEAT STRESS MANAGEMENT
    • 7.3.4 MILK HARVESTING
    • 7.3.5 BREEDING MANAGEMENT
    • 7.3.6 BEHAVIOR MONITORING AND MANAGEMENT
    • 7.3.7 REAL-TIME MONITORING
    • 7.3.8 CALF MANAGEMENT
    • 7.3.9 SUPPLY CHAIN MANAGEMENT
      • 7.3.9.1 Order Delivery and Invoice Management
      • 7.3.9.2 Shipping Management
      • 7.3.9.3 Inventory Management
    • 7.3.10 OTHER LIVESTOCK FARMING
  • 7.4 AQUACULTURE FARMING
    • 7.4.1 ADOPTION OF DATA-DRIVEN DECISION-MAKING PROCESSES BOOSTS SEGMENTAL GROWTH
    • TABLE 60 AQUACULTURE FARMING: AGRICULTURE ANALYTICS MARKET, BY TYPE, 2017-2022 (USD MILLION)
    • TABLE 61 AQUACULTURE FARMING: AGRICULTURE ANALYTICS MARKET, BY TYPE, 2023-2028 (USD MILLION)
    • TABLE 62 AQUACULTURE FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 63 AQUACULTURE FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 7.4.2 FISH TRACKING AND FLEET NAVIGATION
    • 7.4.3 FEEDING MANAGEMENT
    • 7.4.4 WATER QUALITY MANAGEMENT
    • 7.4.5 QUALITY CONTROL AND TRACEABILITY
    • 7.4.6 PEST AND DISEASE MANAGEMENT
    • 7.4.7 FOOD PRODUCTION
    • 7.4.8 AERATION SYSTEMS
    • 7.4.9 SUPPLY CHAIN MANAGEMENT
      • 7.4.9.1 Order Delivery and Invoice Management
      • 7.4.9.2 Shipping Management
      • 7.4.9.3 Inventory Management
    • 7.4.10 OTHER AQUACULTURE FARMING
  • 7.5 VERTICAL FARMING
    • 7.5.1 OFFERS SOLUTION BY MAXIMIZING CROP YIELD IN LIMITED SPACES
    • TABLE 64 AGRICULTURE ANALYTICS MARKET, BY VERTICAL FARMING TYPE, 2017-2022 (USD MILLION)
    • TABLE 65 AGRICULTURE ANALYTICS MARKET, BY VERTICAL FARMING TYPE, 2023-2028 (USD MILLION)
    • TABLE 66 VERTICAL FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 67 VERTICAL FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 7.5.2 SUSTAINABILITY AND ENVIRONMENTAL MONITORING
    • 7.5.3 ENERGY OPTIMIZATION
    • 7.5.4 NUTRIENT MANAGEMENT
    • 7.5.5 RESOURCE PLANNING AND OPTIMIZATION
    • 7.5.6 GRADING AND MARKETING
    • 7.5.7 PLANTING AND SEEDING
    • 7.5.8 SUPPLY CHAIN MANAGEMENT
      • 7.5.8.1 Order Delivery and Invoice Management
      • 7.5.8.2 Shipping Management
      • 7.5.8.3 Inventory Management
    • 7.5.9 OTHER VERTICAL FARMING
  • 7.6 OTHER AGRICULTURE TYPE

8 AGRICULTURE ANALYTICS MARKET, BY FARM SIZE

  • 8.1 INTRODUCTION
    • 8.1.1 FARM SIZE: AGRICULTURE ANALYTICS MARKET DRIVERS
    • FIGURE 36 SMALL AND MEDIUM FARMS SEGMENT TO RECORD HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 68 AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 69 AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
  • 8.2 SMALL AND MEDIUM-SIZED FARMS
    • 8.2.1 MEDIUM-SIZED FARMS TO DOMINATE AGRICULTURE ANALYTICS MARKET
    • TABLE 70 SMALL AND MEDIUM-SIZED FARMS: AGRICULTURE ANALYTICS MARKET SIZE, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 71 SMALL AND MEDIUM-SIZED FARMS: AGRICULTURE ANALYTICS MARKET SIZE, BY REGION, 2023-2028 (USD MILLION)
  • 8.3 LARGE FARMS
    • 8.3.1 OWNERS ADOPT ADVANCED TECHNOLOGIES TO ATTAIN GRANULAR DATA POINTS ON SOIL CONDITIONS AND OTHER VITAL DETAILS
    • TABLE 72 LARGE FARMS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 73 LARGE FARMS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)

9 AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY

  • 9.1 INTRODUCTION
    • 9.1.1 TECHNOLOGY: AGRICULTURE ANALYTICS MARKET DRIVERS
    • FIGURE 37 VISUALIZATION AND REPORTING SEGMENT TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 74 TECHNOLOGY: AGRICULTURE ANALYTICS MARKET, 2017-2022, (USD MILLION)
    • TABLE 75 TECHNOLOGY: AGRICULTURE ANALYTICS MARKET, 2023-2028 (USD MILLION)
  • 9.2 REMOTE SENSING AND SATELLITE IMAGERY
    • 9.2.1 INCREASING PRODUCTIVITY AND PROMOTING ENVIRONMENTAL STEWARDSHIP
    • TABLE 76 REMOTE SENSING AND SATELLITE IMAGERY: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 77 REMOTE SENSING AND SATELLITE IMAGERY: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 9.3 GEOGRAPHIC INFORMATION SYSTEM
    • 9.3.1 IMPROVED CROP MANAGEMENT AND ENVIRONMENTALLY SUSTAINABLE FARMING PRACTICES
    • TABLE 78 GEOGRAPHIC INFORMATION SYSTEM: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 79 GEOGRAPHIC INFORMATION SYSTEM: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 9.4 ROBOTICS AND AUTOMATION
    • 9.4.1 ANALYZES AGRICULTURAL DATA TO OPTIMIZE FARMING PRACTICES
    • TABLE 80 ROBOTICS AND AUTOMATION: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 81 ROBOTICS AND AUTOMATION: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 9.5 BIG DATA AND CLOUD COMPUTING
    • 9.5.1 EXTRACTS VALUABLE INSIGHTS FROM COMPLEX AGRICULTURAL DATA
    • TABLE 82 BIG DATA AND CLOUD COMPUTING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 83 BIG DATA AND CLOUD COMPUTING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 9.6 VISUALIZATION AND REPORTING
    • 9.6.1 TRANSFORMING COMPLEX INFORMATION INTO VISUALLY INTUITIVE REPRESENTATIONS
    • TABLE 84 VISUALIZATION AND REPORTING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 85 VISUALIZATION AND REPORTING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 9.7 BLOCKCHAIN TECHNOLOGY
    • 9.7.1 PROVIDES SECURE DATA MANAGEMENT, TRACEABILITY, AND INTEGRATION OF DIVERSE DATA SOURCES
    • TABLE 86 BLOCKCHAIN TECHNOLOGY: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 87 BLOCKCHAIN TECHNOLOGY: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 9.8 OTHER TECHNOLOGY

10 AGRICULTURE ANALYTICS MARKET, BY END USERS

  • 10.1 INTRODUCTION
    • 10.1.1 END USERS: AGRICULTURE ANALYTICS MARKET DRIVERS
    • FIGURE 38 AGRONOMISTS SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 88 AGRICULTURE ANALYTICS MARKET, BY END USERS, 2017-2022 (USD MILLION)
    • TABLE 89 AGRICULTURE ANALYTICS MARKET, BY END USERS, 2023-2028 (USD MILLION)
  • 10.2 FARMERS
    • 10.2.1 ADOPTION OF INNOVATIVE SOLUTIONS TO ENHANCE PRODUCTIVITY AND SUSTAINABILITY
    • TABLE 90 FARMERS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 91 FARMERS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 10.3 AGRONOMISTS
    • 10.3.1 IMPROVED CROP MANAGEMENT AND ENVIRONMENTALLY SUSTAINABLE FARMING PRACTICES
    • TABLE 92 AGRONOMISTS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 93 AGRONOMISTS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 10.4 AGRIBUSINESSES
    • 10.4.1 DRIVES PROFITABILITY, SUSTAINABILITY, AND INNOVATION IN EVER-EVOLVING AGRICULTURE INDUSTRY
    • TABLE 94 AGRIBUSINESSES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 95 AGRIBUSINESSES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 10.5 AGRICULTURAL RESEARCHERS
    • 10.5.1 ENSURES SECURE AND RESILIENT FOOD SUPPLY
    • TABLE 96 AGRICULTURAL RESEARCHERS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 97 AGRICULTURAL RESEARCHERS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 10.6 GOVERNMENT AGENCIES
    • 10.6.1 GATHER, ANALYZE, AND DISTRIBUTE DATA FOR POLICY FORMULATION
    • TABLE 98 GOVERNMENT AGENCIES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 99 GOVERNMENT AGENCIES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 10.7 OTHER END USERS

11 AGRICULTURE ANALYTICS MARKET, BY REGION

  • 11.1 INTRODUCTION
    • FIGURE 39 ASIA PACIFIC TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
    • FIGURE 40 INDIA TO ATTAIN FASTEST GROWTH DURING FORECAST PERIOD
    • TABLE 100 AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 101 AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 11.2 NORTH AMERICA
    • 11.2.1 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET DRIVERS
    • 11.2.2 NORTH AMERICA: IMPACT OF RECESSION
    • FIGURE 41 NORTH AMERICA: MARKET SNAPSHOT
    • TABLE 102 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 103 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 104 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
    • TABLE 105 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
    • TABLE 106 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES, 2017-2022 (USD MILLION)
    • TABLE 107 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
    • TABLE 108 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2017-2022 (USD MILLION)
    • TABLE 109 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2023-2028 (USD MILLION)
    • TABLE 110 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2017-2022 (USD MILLION)
    • TABLE 111 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2023-2028 (USD MILLION)
    • TABLE 112 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 113 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • TABLE 114 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 115 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
    • TABLE 116 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2017-2022 (USD MILLION)
    • TABLE 117 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2023-2028 (USD MILLION)
    • TABLE 118 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
    • TABLE 119 NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 11.2.3 US
      • 11.2.3.1 Increasing application of artificial intelligence in agriculture
    • TABLE 120 US: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 121 US: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 122 US: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 123 US: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.2.4 CANADA
      • 11.2.4.1 Growing research on predictive analysis and machine learning
    • TABLE 124 CANADA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 125 CANADA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 126 CANADA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 127 CANADA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
  • 11.3 EUROPE
    • 11.3.1 EUROPE: AGRICULTURE ANALYTICS MARKET DRIVERS
    • 11.3.2 EUROPE: IMPACT OF RECESSION
    • TABLE 128 EUROPE: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 129 EUROPE: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 130 EUROPE: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
    • TABLE 131 EUROPE: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
    • TABLE 132 EUROPE: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES: 2017-2022 (USD MILLION)
    • TABLE 133 EUROPE: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
    • TABLE 134 EUROPE: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2017-2022 (USD MILLION)
    • TABLE 135 EUROPE: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2023-2028 (USD MILLION)
    • TABLE 136 EUROPE: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2017-2022 (USD MILLION)
    • TABLE 137 EUROPE: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2023-2028 (USD MILLION)
    • TABLE 138 EUROPE: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 139 EUROPE: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • TABLE 140 EUROPE: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 141 EUROPE: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
    • TABLE 142 EUROPE: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2017-2022 (USD MILLION)
    • TABLE 143 EUROPE: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2023-2028 (USD MILLION)
    • TABLE 144 EUROPE: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
    • TABLE 145 EUROPE: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 11.3.3 UK
      • 11.3.3.1 Several government initiatives and laws in favor of agriculture analytics to boost market growth
    • TABLE 146 UK: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 147 UK: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 148 UK: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 149 UK: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.3.4 GERMANY
      • 11.3.4.1 Farming 4.0 and increased funding from established players to expand market size
    • TABLE 150 GERMANY: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 151 GERMANY: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 152 GERMANY: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 153 GERMANY: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.3.5 FRANCE
      • 11.3.5.1 Growing application of GIS in agriculture analytics
    • TABLE 154 FRANCE: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 155 FRANCE: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 156 FRANCE: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 157 FRANCE: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.3.6 ITALY
      • 11.3.6.1 Shift to AI-based farming to promote market growth
    • TABLE 158 ITALY: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 159 ITALY: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 160 ITALY: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 161 ITALY: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.3.7 NETHERLANDS
      • 11.3.7.1 Increased usage of advanced agricultural practices to favor market expansion
    • TABLE 162 NETHERLANDS: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 163 NETHERLANDS: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 164 NETHERLANDS: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 165 NETHERLANDS: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.3.8 REST OF EUROPE
  • 11.4 ASIA PACIFIC
    • 11.4.1 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET DRIVERS
    • 11.4.2 ASIA PACIFIC: IMPACT OF RECESSION
    • FIGURE 42 ASIA PACIFIC: MARKET SNAPSHOT
    • TABLE 166 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 167 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 168 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
    • TABLE 169 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
    • TABLE 170 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES: 2017-2022 (USD MILLION)
    • TABLE 171 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
    • TABLE 172 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2017-2022 (USD MILLION)
    • TABLE 173 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2023-2028 (USD MILLION)
    • TABLE 174 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2017-2022 (USD MILLION)
    • TABLE 175 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2023-2028 (USD MILLION)
    • TABLE 176 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 177 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • TABLE 178 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 179 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
    • TABLE 180 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2017-2022 (USD MILLION)
    • TABLE 181 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2023-2028 (USD MILLION)
    • TABLE 182 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
    • TABLE 183 ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 11.4.3 CHINA
      • 11.4.3.1 Implementation of "Digital Village" to enhance market growth
    • TABLE 184 CHINA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 185 CHINA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 186 CHINA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 187 CHINA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.4.4 JAPAN
      • 11.4.4.1 Rise of innovative technologies and government initiatives to drive use of analytics technologies
    • TABLE 188 JAPAN: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 189 JAPAN: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 190 JAPAN: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 191 JAPAN: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.4.5 INDIA
      • 11.4.5.1 Digital transformation of Indian agriculture sector to provide opportunities to AI technology providers
    • TABLE 192 INDIA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 193 INDIA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 194 INDIA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 195 INDIA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.4.6 SOUTH KOREA
      • 11.4.6.1 Increasing investments in aquaculture industry to create lucrative opportunities
    • TABLE 196 SOUTH KOREA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 197 SOUTH KOREA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 198 SOUTH KOREA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 199 SOUTH KOREA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.4.7 ANZ
      • 11.4.7.1 Growing adoption of agriculture robots in farming to strengthen market
    • TABLE 200 ANZ: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 201 ANZ: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 202 ANZ: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 203 ANZ: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.4.8 REST OF ASIA PACIFIC
  • 11.5 MIDDLE EAST AND AFRICA
    • 11.5.1 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET DRIVERS
    • 11.5.2 MIDDLE EAST AND AFRICA: IMPACT OF RECESSION
    • TABLE 204 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 205 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 206 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
    • TABLE 207 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
    • TABLE 208 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES: 2017-2022 (USD MILLION)
    • TABLE 209 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
    • TABLE 210 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2017-2022 (USD MILLION)
    • TABLE 211 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2023-2028 (USD MILLION)
    • TABLE 212 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2017-2022 (USD MILLION)
    • TABLE 213 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2023-2028 (USD MILLION)
    • TABLE 214 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 215 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • TABLE 216 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 217 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
    • TABLE 218 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2017-2022 (USD MILLION)
    • TABLE 219 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2023-2028 (USD MILLION)
    • TABLE 220 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
    • TABLE 221 MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 11.5.3 SAUDI ARABIA
      • 11.5.3.1 Disburses subsidies and grants interest-free loans to farmers
    • TABLE 222 SAUDI ARABIA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 223 SAUDI ARABIA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 224 SAUDI ARABIA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 225 SAUDI ARABIA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.5.4 UAE
      • 11.5.4.1 Advancement and adoption of AI and ML technologies to boost market
    • TABLE 226 UAE: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 227 UAE: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 228 UAE: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 229 UAE: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.5.5 ISRAEL
      • 11.5.5.1 Employment of advanced analytics tools to favor market growth
    • TABLE 230 ISRAEL: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 231 ISRAEL: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 232 ISRAEL: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 233 ISRAEL: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.5.6 SOUTH AFRICA
      • 11.5.6.1 Government initiatives to boost market
    • TABLE 234 SOUTH AFRICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 235 SOUTH AFRICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 236 SOUTH AFRICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 237 SOUTH AFRICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.5.7 REST OF MIDDLE EAST & AFRICA
  • 11.6 LATIN AMERICA
    • 11.6.1 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET DRIVERS
    • 11.6.2 LATIN AMERICA: IMPACT OF RECESSION
    • TABLE 238 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 239 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 240 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
    • TABLE 241 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
    • TABLE 242 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES: 2017-2022 (USD MILLION)
    • TABLE 243 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
    • TABLE 244 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2017-2022 (USD MILLION)
    • TABLE 245 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2023-2028 (USD MILLION)
    • TABLE 246 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2017-2022 (USD MILLION)
    • TABLE 247 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2023-2028 (USD MILLION)
    • TABLE 248 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 249 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • TABLE 250 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 251 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
    • TABLE 252 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2017-2022 (USD MILLION)
    • TABLE 253 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2023-2028 (USD MILLION)
    • TABLE 254 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
    • TABLE 255 LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 11.6.3 BRAZIL
      • 11.6.3.1 Growing initiatives to digitize agriculture sector to strengthen market expansion
    • TABLE 256 BRAZIL: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 257 BRAZIL: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 258 BRAZIL: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 259 BRAZIL: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.6.4 MEXICO
      • 11.6.4.1 Increasing initiatives to develop smart farming technologies to support market growth
    • TABLE 260 MEXICO: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 261 MEXICO: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 262 MEXICO: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 263 MEXICO: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.6.5 ARGENTINA
      • 11.6.5.1 Application of satellite imagery, remote sensing, and data analytics to augment market size
    • TABLE 264 ARGENTINA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 265 ARGENTINA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 266 ARGENTINA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
    • TABLE 267 ARGENTINA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • 11.6.6 REST OF LATIN AMERICA

12 COMPETITIVE LANDSCAPE

  • 12.1 OVERVIEW
  • 12.2 STRATEGIES ADOPTED BY KEY PLAYERS
    • TABLE 268 OVERVIEW OF STRATEGIES ADOPTED BY KEY AGRICULTURE ANALYTICS VENDORS
  • 12.3 REVENUE ANALYSIS
    • FIGURE 43 REVENUE ANALYSIS OF KEY MARKET PLAYERS, 2020-2022
  • 12.4 MARKET SHARE ANALYSIS
    • FIGURE 44 MARKET SHARE ANALYSIS FOR KEY COMPANIES, 2022
    • TABLE 269 AGRICULTURE ANALYTICS MARKET: DEGREE OF COMPETITION
  • 12.5 COMPANY EVALUATION MATRIX
    • 12.5.1 STARS
    • 12.5.2 EMERGING LEADERS
    • 12.5.3 PERVASIVE COMPANIES
    • 12.5.4 PARTICIPANTS
    • FIGURE 45 KEY COMPANY EVALUATION MATRIX, 2022
    • 12.5.5 COMPETITIVE BENCHMARKING
    • TABLE 270 AGRICULTURE ANALYTICS MARKET: PRODUCT FOOTPRINT ANALYSIS OF KEY PLAYERS, 2022
    • TABLE 271 AGRICULTURE ANALYTICS MARKET: PRODUCT FOOTPRINT ANALYSIS OF OTHER PLAYERS, 2022
  • 12.6 STARTUP/SME EVALUATION MATRIX
    • 12.6.1 PROGRESSIVE COMPANIES
    • 12.6.2 RESPONSIVE COMPANIES
    • 12.6.3 DYNAMIC COMPANIES
    • 12.6.4 STARTING BLOCKS
    • FIGURE 46 STARTUPS/SME EVALUATION MATRIX, 2022
    • 12.6.5 STARTUPS/SMES COMPETITIVE BENCHMARKING
    • TABLE 272 AGRICULTURE ANALYTICS MARKET: DETAILED LIST OF KEY STARTUPS/SMES
  • 12.7 COMPETITIVE SCENARIOS AND TRENDS
    • 12.7.1 PRODUCT LAUNCHES
    • TABLE 273 PRODUCT LAUNCHES, 2020-2023
    • 12.7.2 DEALS
    • TABLE 274 DEALS, 2020-2023

13 COMPANY PROFILES

  • 13.1 INTRODUCTION
  • 13.2 KEY PLAYERS
  • (Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View)**
    • 13.2.1 IBM
    • TABLE 275 IBM: BUSINESS OVERVIEW
    • FIGURE 47 IBM: COMPANY SNAPSHOT
    • TABLE 276 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 277 IBM: PRODUCT LAUNCHES
    • TABLE 278 IBM: DEALS
    • 13.2.2 DEERE & COMPANY
    • TABLE 279 DEERE & COMPANY: BUSINESS OVERVIEW
    • FIGURE 48 DEERE & COMPANY: COMPANY SNAPSHOT
    • TABLE 280 DEERE & COMPANY: PRODUCTS/SOLUTIONS SERVICES OFFERED
    • TABLE 281 DEERE & COMPANY: DEALS
    • 13.2.3 BAYER AG
    • TABLE 282 BAYER AG: BUSINESS OVERVIEW
    • FIGURE 49 BAYER AG: COMPANY SNAPSHOT
    • TABLE 283 BAYER AG: PRODUCTS/SERVICES/SOLUTIONS OFFERED
    • TABLE 284 BAYER AG: PRODUCT LAUNCHES
    • TABLE 285 BAYER AG: DEALS
    • 13.2.4 SAP
    • TABLE 286 SAP: BUSINESS OVERVIEW
    • FIGURE 50 SAP: COMPANY SNAPSHOT
    • TABLE 287 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 288 SAP: PRODUCT LAUNCHES
    • TABLE 289 SAP: DEALS
    • 13.2.5 TRIMBLE INC
    • TABLE 290 TRIMBLE INC: BUSINESS OVERVIEW
    • FIGURE 51 TRIMBLE INC: COMPANY SNAPSHOT
    • TABLE 291 TRIMBLE INC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 292 TRIMBLE INC: PRODUCT LAUNCHES
    • TABLE 293 TRIMBLE INC: DEALS
    • 13.2.6 ACCENTURE
    • TABLE 294 ACCENTURE: BUSINESS OVERVIEW
    • FIGURE 52 ACCENTURE: COMPANY SNAPSHOT
    • TABLE 295 ACCENTURE: PRODUCTS/SERVICES/SOLUTIONS OFFERED
    • TABLE 296 ACCENTURE: DEALS
    • 13.2.7 ABACO GROUP
    • TABLE 297 ABACO GROUP: BUSINESS OVERVIEW
    • TABLE 298 ABACO GROUP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 299 ABACO GROUP: DEALS
    • 13.2.8 DELAVAL
    • TABLE 300 DELAVAL: BUSINESS OVERVIEW
    • FIGURE 53 DELAVAL: COMPANY SNAPSHOT
    • TABLE 301 DELAVAL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 302 DELAVAL: PRODUCT LAUNCHES AND DEVELOPMENTS
    • TABLE 303 DELAVAL: DEALS
    • 13.2.9 ORACLE
    • TABLE 304 ORACLE: BUSINESS OVERVIEW
    • FIGURE 54 ORACLE: COMPANY SNAPSHOT
    • TABLE 305 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 306 ORACLE: DEALS
    • 13.2.10 DTN
    • TABLE 307 DTN: BUSINESS OVERVIEW
    • TABLE 308 DTN: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 309 DTN: DEALS
    • 13.2.11 FARMERS EDGE
    • TABLE 310 FARMERS EDGE: BUSINESS OVERVIEW
    • TABLE 311 FARMERS EDGE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 312 FARMERS EDGE: DEALS
    • 13.2.12 SAS INSTITUTE
    • TABLE 313 SAS INSTITUTE: BUSINESS OVERVIEW
    • TABLE 314 SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 315 SAS INSTITUTE: DEALS
  • 13.3 OTHER KEY PLAYERS
    • 13.3.1 ITERIS
    • 13.3.2 PRECISIONHAWK
    • 13.3.3 CONSERVIS
    • 13.3.4 STESALIT SYSTEMS
    • 13.3.5 AGRIBOTIX
    • 13.3.6 AGRIVI
    • 13.3.7 GRANULAR
    • 13.3.8 FBN
    • 13.3.9 GRO INTELLIGENCE
    • 13.3.10 RESSON
  • 13.4 STARTUPS
    • 13.4.1 AGVUE TECHNOLOGIES
    • 13.4.2 TARANIS
    • 13.4.3 CROPX
    • 13.4.4 TRACE GENOMICS
    • 13.4.5 FASAL
    • 13.4.6 AGEYE TECHNOLOGIES
    • 13.4.7 HELIOPAS AI
    • 13.4.8 ONESOIL
    • 13.4.9 ROOT AI
    • 13.4.10 AGSHIFT
  • *Details on Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.

14 ADJACENT AND RELATED MARKETS

  • 14.1 INTRODUCTION
  • 14.2 PRECISION FARMING MARKET - GLOBAL FORECAST TO 2030
    • 14.2.1 MARKET DEFINITION
    • 14.2.2 MARKET SEGMENT
      • 14.2.2.1 By Offering
    • TABLE 316 PRECISION FARMING MARKET, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 317 PRECISION FARMING MARKET, BY OFFERING, 2022-2030 (USD MILLION)
        • 14.2.2.1.1 By hardware
    • TABLE 318 PRECISION FARMING MARKET, BY HARDWARE, 2018-2021 (USD MILLION)
    • TABLE 319 PRECISION FARMING MARKET, BY HARDWARE, 2022-2030 (USD MILLION)
        • 14.2.2.1.2 By software
    • TABLE 320 SOFTWARE: PRECISION FARMING MARKET, BY DEPLOYMENT TYPE, 2018-2021 (USD MILLION)
    • TABLE 321 SOFTWARE: PRECISION FARMING MARKET, BY DEPLOYMENT TYPE, 2022-2030 (USD MILLION)
        • 14.2.2.1.3 By service
    • TABLE 322 PRECISION FARMING MARKET FOR SERVICES, BY SERVICE TYPE, 2018-2021 (USD MILLION)
    • TABLE 323 PRECISION FARMING MARKET FOR SERVICES, BY SERVICE TYPE, 2022-2030 (USD MILLION)
      • 14.2.2.2 By Technology
    • TABLE 324 PRECISION FARMING MARKET, BY TECHNOLOGY, 2018-2021 (USD MILLION)
    • TABLE 325 PRECISION FARMING MARKET, BY TECHNOLOGY, 2022-2030 (USD MILLION)
      • 14.2.2.3 By Application
    • TABLE 326 PRECISION FARMING MARKET, BY APPLICATION, 2018-2021 (USD MILLION)
      • 14.2.2.4 By Region
        • 14.2.2.4.1 Introduction
    • TABLE 327 PRECISION FARMING MARKET, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 328 PRECISION FARMING MARKET, BY REGION, 2022-2030 (USD MILLION)
  • 14.3 AI IN AGRICULTURE MARKET - GLOBAL FORECAST TO 2028
    • 14.3.1 MARKET DEFINITION
    • 14.3.2 MARKET OVERVIEW
      • 14.3.2.1 By Technology
    • TABLE 329 AI IN AGRICULTURE MARKET, BY TECHNOLOGY, 2019-2022 (USD MILLION)
    • TABLE 330 AI IN AGRICULTURE MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
      • 14.3.2.2 By Offering
    • TABLE 331 AI IN AGRICULTURE MARKET, BY OFFERING, 2019-2022 (USD MILLION)
    • TABLE 332 AI IN AGRICULTURE MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • 14.3.2.2.1 By hardware
    • TABLE 333 HARDWARE: AI IN AGRICULTURE MARKET, BY TYPE, 2019-2022 (USD MILLION)
    • TABLE 334 HARDWARE: AI IN AGRICULTURE MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • 14.3.2.2.2 By software
    • TABLE 335 SOFTWARE: AI IN AGRICULTURE MARKET, BY TYPE, 2019-2022 (USD MILLION)
    • TABLE 336 SOFTWARE: AI IN AGRICULTURE MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • 14.3.2.2.3 By service
    • TABLE 337 SERVICE: AI IN AGRICULTURE MARKET, BY TYPE, 2019-2022 (USD MILLION)
    • TABLE 338 SERVICE: AI IN AGRICULTURE MARKET, BY TYPE, 2023-2028 (USD MILLION)
      • 14.3.2.3 By Application
    • TABLE 339 AI IN AGRICULTURE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
    • TABLE 340 AI IN AGRICULTURE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
      • 14.3.2.4 By Region
    • TABLE 341 AI IN AGRICULTURE MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 342 AI IN AGRICULTURE MARKET, BY REGION, 2023-2028 (USD MILLION)

15 APPENDIX

  • 15.1 DISCUSSION GUIDE
  • 15.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 15.3 CUSTOMIZATION OPTIONS
  • 15.4 RELATED REPORTS
  • 15.5 AUTHOR DETAILS
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