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市場調査レポート

農業用IoTの世界市場 - 2024年までの予測:精密農業・精密林業・家畜モニタリング・スマート温室・養魚場モニタリング

Agriculture IoT Market by Offering (Hardware, Software, & Services), Application (Precision Farming, Precision Forestry, Livestock Monitoring, Fish Farm Monitoring and Smart Greenhouse), Application, and Geography - Global Forecast to 2024

発行 MarketsandMarkets 商品コード 914404
出版日 ページ情報 英文 205 Pages
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本日の銀行送金レート: 1USD=109.93円で換算しております。
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農業用IoTの世界市場 - 2024年までの予測:精密農業・精密林業・家畜モニタリング・スマート温室・養魚場モニタリング Agriculture IoT Market by Offering (Hardware, Software, & Services), Application (Precision Farming, Precision Forestry, Livestock Monitoring, Fish Farm Monitoring and Smart Greenhouse), Application, and Geography - Global Forecast to 2024
出版日: 2019年10月16日 ページ情報: 英文 205 Pages
概要

世界の農業用IoT市場規模は、2019年の127億米ドルから2024年までに209億米ドルへ拡大すると予測され、2019年から2024年のCAGR (年間複合成長率) は10.4%が見込まれています。同市場の成長を促進する主な要因は、人口増加による農業生産物に対する需要の増大、農家・生産者によるモノのインターネット (IoT) ・人工知能 (AI) の導入拡大、および農業効率の改善に向けた家畜モニタリング・疾患検出への関心の高まりです。

当レポートでは、世界の農業用IoT市場について調査分析を行い、各セグメント・地域別による現状と見通しについて調査分析するとともに、競合環境の分析、主要企業のプロファイルなどを提供しています。

914404_4.1 ATTRACTIVE OPPORTUNITIES IN AGRICULTURE IOT MARKET_FIGURE 11

第1章 イントロダクション

第2章 分析手法

第3章 エグゼクティブサマリー

第4章 重要考察

  • 農業用IoT市場における魅力的な機会
  • アジア太平洋における農業用IoT市場:用途・国別
  • 農業用IoT市場:サービス別
  • 農業用IoT市場:農業タイプ別
  • 農業用IoT市場:地域別
  • 農業用IoT市場の地域分析

第5章 市場概要

  • イントロダクション
  • 市場ダイナミクス
    • 促進要因
    • 抑制要因
    • 市場機会
    • 課題
  • バリューチェーン分析

第6章 農業用IoT市場:サービス別

  • イントロダクション
  • ハードウェア
  • ソフトウェア
  • サービス

第7章 農業用IoT市場:農業タイプ別

  • イントロダクション
  • 精密農業
  • 精密林業
  • 家畜モニタリング
  • スマート温室
  • 養魚場モニタリング
  • その他

第8章 農業用IoT市場:用途別

  • イントロダクション
  • 精密農業用途
  • 精密林業用途
  • 家畜モニタリング用途
  • 養魚場モニタリング用途
  • スマート温室用途
  • その他の用途

第9章 農業用IoT市場:地域別

  • イントロダクション
  • 南北アメリカ
  • 欧州
  • アジア太平洋
  • その他 (RoW)

第10章 競合情勢

  • 概要
  • 競合リーダーシップマッピング
  • 製品ポートフォリオの強み
  • 事業戦略の長所
  • 競合シナリオ

第11章 企業プロファイル

  • イントロダクション
  • 主要企業
    • DEERE AND COMPANY
    • TRIMBLE INC.
    • AGCO CORPORATION
    • RAVEN INDUSTRIES
    • DELAVAL (SUBSIDIARY OF TETRA LAVAL INTERNATIONAL, S.A.)
    • GEA GROUP
    • AGJUNCTION
    • ANTELLIQ (SUBSIDIARY OF MERCK & CO., INC)
    • PONSSE
    • KOMATSU FOREST
  • その他の主要企業
    • TEEJET TECHNOLOGIES
    • TOPCON POSITIONING SYSTEMS
    • DICKEY-JOHN
    • CROPMETRICS
    • DJI
    • PRECISIONHAWK
    • HEXAGON AGRICULTURE
    • GRANULAR
    • TIGERCAT
    • TREE METRICS
  • 革新的企業
    • DESCARTES LABS
    • DECISIVE FARMING
    • CAINTHUS
    • AUTONOMOUS TRACTOR CORPORATION
    • SKYX
    • NILEWORKS INC.
    • GAMAYA

第12章 付録

図表

LIST OF TABLES

  • TABLE 1: AGRICULTURE IOT MARKET, BY OFFERING, 2016-2024 (USD MILLION)
  • TABLE 2: PRECISION FARMING HARDWARE MARKET, BY HARDWARE TYPE, 2016-2024 (USD MILLION)
  • TABLE 3: PRECISION FARMING AGRICULTURE IOT MARKET FOR AUTOMATION AND CONTROL SYSTEMS, BY DEVICE TYPE, 2015-2023 (USD MILLION)
  • TABLE 4: PRECISION FARMING AGRICULTURE IOT MARKET FOR AUTOMATION AND CONTROL SYSTEMS, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 5: PRECISION FARMING SENSING AND MONITORING DEVICES MARKET, BY DEVICE TYPE, 2016-2024 (USD MILLION)
  • TABLE 6: PRECISION FARMING SENSING AND MONITORING DEVICES MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 7: PRECISION FORESTRY HARDWARE MARKET, BY TYPE, 2016-2024 (USD MILLION)
  • TABLE 8: PRECISION FORESTRY HARDWARE MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 9: LIVESTOCK MONITORING HARDWARE MARKET, BY DEVICE TYPE, 2016-2024 (USD MILLION)
  • TABLE 10: LIVESTOCK MONITORING HARDWARE MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 11: FISH FARMING MONITORING AGRICULTURE IOT HARDWARE MARKET, BY DEVICE TYPE, 2016-2024 (USD MILLION)
  • TABLE 12: FISH FARM MONITORING AGRICULTURE IOT HARDWARE MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 13: SMART GREENHOUSE HARDWARE MARKET, BY DEVICE TYPE, 2016-2024 (USD MILLION)
  • TABLE 14: SMART GREENHOUSE HARDWARE MARKET, BY GEOGRAPHY, 2016-2024 (USD MILLION)
  • TABLE 15: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 16: PRECISION FARMING SOFTWARE MARKET, BY DEPLOYMENT TYPE, 2016-2024 (USD MILLION)
  • TABLE 17: LIVESTOCK MONITORING SOFTWARE MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 18: LIVESTOCK MONITORING SOFTWARE & SOLUTION MARKET, BY DEPLOYMENT TYPE, 2015-2023 (USD MILLION)
  • TABLE 19: FISH FARMING SOFTWARE MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 20: FISH FARMING SOFTWARE MARKET, BY DEPLOYMENT TYPE, 2016-2024 (USD MILLION)
  • TABLE 21: SMART GREENHOUSE SOFTWARE MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 22: SMART GREENHOUSE SOFTWARE MARKET, BY DEPLOYMENT TYPE, 2016-2024 (USD MILLION)
  • TABLE 23: OTHER AGRICULTURE IOT SOFTWARE MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 24: OTHER AGRICULTURE IOT SOFTWARE MARKET, BY DEPLOYMENT TYPE, 2016-2024 (USD MILLION)
  • TABLE 25: AGRICULTURE IOT PRECISION FARMING SERVICES MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 26: AGRICULTURE IOT PRECISION FARMING SERVICES MARKET, BY SERVICE TYPE, 2016-2024 (USD MILLION)
  • TABLE 27: LIVESTOCK MONITORING AGRICULTURE IOT SERVICES MARKET, BY SERVICE TYPE, 2016-2024 (USD MILLION)
  • TABLE 28: FISH FARMING AGRICULTURE IOT SERVICES MARKET, BY SERVICE TYPE, 2016-2024 (USD MILLION)
  • TABLE 29: SMART GREENHOUSE AGRICULTURE IOT SERVICES MARKET, BY SERVICE TYPE, 2016-2024 (USD MILLION)
  • TABLE 30: OTHER AGRICULTURE IOT MARKET, BY SERVICE TYPE, 2016-2024 (USD MILLION)
  • TABLE 31: AGRICULTURE IOT MARKET, BY AGRICULTURE TYPE, 2016-2024 (USD MILLION)
  • TABLE 32: PRECISION FARMING MARKET, BY OFFERING, 2016-2024 (USD MILLION)
  • TABLE 33: PRECISION FARMING MARKET, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 34: PRECISION FARMING MARKET, BY APPLICATION, 2016-2024 (USD MILLION)
  • TABLE 35: PRECISION FARMING MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 36: PRECISION FORESTRY MARKET, BY OFFERING, 2016-2024 (USD MILLION)
  • TABLE 37: PRECISION FORESTRY MARKET, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 38: PRECISION FORESTRY MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 39: LIVESTOCK MONITORING MARKET, BY OFFERING, 2016-2024 (USD MILLION)
  • TABLE 40: LIVESTOCK MONITORING MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 41: SMART GREENHOUSE MARKET, BY OFFERING, 2016-2024 (USD MILLION)
  • TABLE 42: SMART GREENHOUSE MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 43: FISH FARM MONITORING MARKET, BY OFFERING, 2016-2024 (USD MILLION)
  • TABLE 44: FISH FARMING MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 45: OTHER AGRICULTURE IOT MARKET, BY OFFERING, 2016-2024 (USD MILLION)
  • TABLE 46: OTHER AGRICULTURE IOT MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 47: AGRICULTURE IOT MARKET, BY APPLICATION, 2016-2024 (USD MILLION)
  • TABLE 48: AGRICULTURE IOT MARKET FOR PRECISION FARMING APPLICATIONS, BY TYPE, 2016-2024 (USD MILLION)
  • TABLE 49: AGRICULTURE IOT MARKET FOR PRECISION FORESTRY APPLICATIONS, BY TYPE, 2016-2024 (USD MILLION)
  • TABLE 50: AGRICULTURE IOT PRECISION FORESTRY MARKET FOR CTL TECHNOLOGY, BY OFFERING, 2016-2024 (USD MILLION)
  • TABLE 51: AGRICULTURE IOT PRECISION FORESTRY MARKET FOR CTL TECHNOLOGY, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 52: AGRICULTURE IOT PRECISION FORESTRY MARKET FOR GEOSPATIAL TECHNOLOGY, BY OFFERING, 2016-2024 (USD MILLION)
  • TABLE 53: AGRICULTURE IOT PRECISION FORESTRY MARKET FOR GEOSPATIAL TECHNOLOGY, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 54: AGRICULTURE IOT PRECISION FORESTRY MARKET FOR FIRE DETECTION TECHNOLOGY, BY OFFERING, 2016-2024 (USD MILLION)
  • TABLE 55: AGRICULTURE IOT PRECISION FORESTRY MARKET FOR FIRE DETECTION SYSTEM, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 56: AGRICULTURE IOT MARKET FOR LIVESTOCK MONITORING APPLICATIONS, BY TYPE, 2016-2024 (USD MILLION)
  • TABLE 57: AGRICULTURE IOT MARKET FOR FISH FARM MONITORING APPLICATIONS, BY TYPE, 2016-2024 (USD MILLION)
  • TABLE 58: AGRICULTURE IOT MARKET FOR SMART GREENHOUSE APPLICATIONS, BY TYPE, 2016-2024 (USD MILLION)
  • TABLE 59: AGRICULTURE IOT MARKET, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 60: AGRICULTURE IOT MARKET IN AMERICAS, BY AGRICULTURE TYPE, 2016-2024 (USD MILLION)
  • TABLE 61: AGRICULTURE IOT MARKET IN AMERICAS, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 62: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN AMERICAS, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 63: AGRICULTURE IOT PRECISION FORESTRY MARKET IN AMERICAS, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 64: AGRICULTURE IOT MARKET FOR PRECISION FORESTRY IN AMERICAS, BY REGION, 2016-2024 (USD MILLION)
  • TABLE 65: AGRICULTURE IOT MARKET IN NORTH AMERICA, BY AGRICULTURE TYPE, 2016-2024 (USD MILLION)
  • TABLE 66: AGRICULTURE IOT MARKET IN NORTH AMERICA, BY COUNTRY, 2016-2024 (USD MILLION)
  • TABLE 67: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN NORTH AMERICA, BY COUNTRY, 2016-2024 (USD MILLION)
  • TABLE 68: AGRICULTURE IOT MARKET FOR PRECISION FORESTRY IN NORTH AMERICA, BY COUNTRY, 2016-2024 (USD MILLION)
  • TABLE 69: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN THE US, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 70: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN CANADA, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 71: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN MEXICO, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 72: AGRICULTURE IOT MARKET IN SOUTH AMERICA, BY AGRICULTURE TYPE, 2016-2024 (USD MILLION)
  • TABLE 73: AGRICULTURE IOT MARKET IN SOUTH AMERICA, BY COUNTRY, 2016-2024 (USD MILLION)
  • TABLE 74: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN SOUTH AMERICA, BY GEOGRAPHY, 2016-2024 (USD MILLION)
  • TABLE 75: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN BRAZIL, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 76: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN ARGENTINA, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 77: AGRICULTURE IOT MARKET IN EUROPE, BY AGRICULTURE TYPE, 2016-2024 (USD MILLION)
  • TABLE 78: AGRICULTURE IOT MARKET IN EUROPE, BY COUNTRY, 2016-2024 (USD MILLION)
  • TABLE 79: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN EUROPE, BY COUNTRY, 2016-2024 (USD MILLION)
  • TABLE 80: AGRICULTURE IOT PRECISION FORESTRY MARKET IN EUROPE, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 81: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN GERMANY, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 82: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN THE UK, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 83: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN FRANCE, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 84: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN ITALY, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 85: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN THE NETHERLANDS, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 86: AGRICULTURE IOT MARKET IN APAC, BY AGRICULTURE TYPE, 2016-2024 (USD MILLION)
  • TABLE 87: AGRICULTURE MARKET IN APAC, BY COUNTRY, 2016-2024 (USD MILLION)
  • TABLE 88: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN APAC, BY COUNTRY, 2016-2024 (USD MILLION)
  • TABLE 89: AGRICULTURE IOT PRECISION FORESTRY MARKET IN APAC, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 90: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN CHINA, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 91: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN JAPAN, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 92: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN AUSTRALIA, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 93: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN INDIA, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 94: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN SOUTH KOREA, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 95: AGRICULTURE IOT MARKET IN ROW, BY AGRICULTURE TYPE, 2016-2024 (USD MILLION)
  • TABLE 96: AGRICULTURE IOT MARKET IN ROW, BY COUNTRY, 2016-2024 (USD MILLION)
  • TABLE 97: AGRICULTURE IOT PRECISION FORESTRY MARKET IN ROW, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 98: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN ROW, BY COUNTRY, 2016-2024 (USD MILLION)
  • TABLE 99: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN RUSSIA, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 100: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN AFRICA, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 101: AGRICULTURE IOT MARKET FOR PRECISION FARMING IN MIDDLE EAST, BY TECHNOLOGY, 2016-2024 (USD MILLION)
  • TABLE 102: TOP 3 PLAYERS IN AGRICULTURE IOT PRECISION FARMING MARKET, 2018
  • TABLE 103: TOP 3 PLAYERS IN AGRICULTURE IOT PRECISION FORESTRY MARKET, 2018
  • TABLE 104: TOP 3 PLAYERS IN AGRICULTURE IOT PRECISION LIVESTOCK MONITORING MARKET, 2018
  • TABLE 105: 15 MOST RECENT PRODUCT LAUNCHES, PRODUCT DEVELOPMENTS, AND EXPANSIONS IN AGRICULTURE IOT MARKET
  • TABLE 106: 10 MOST RECENT AGREEMENTS, ACQUISITIONS, COLLABORATIONS, AND PARTNERSHIPS IN AGRICULTURE IOT MARKET

LIST OF FIGURES

  • FIGURE 1: AGRICULTURE IOT MARKET: SEGMENTATION
  • FIGURE 2: AGRICULTURE IOT MARKET: RESEARCH DESIGN
  • FIGURE 3: PROCESS FLOW
  • FIGURE 4: MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
  • FIGURE 5: MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
  • FIGURE 6: MARKET BREAKDOWN AND DATA TRIANGULATION
  • FIGURE 7: ASSUMPTIONS FOR RESEARCH STUDY
  • FIGURE 8: HARDWARE TO HOLD LARGEST SHARE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
  • FIGURE 9: PRECISION FARMING TO HOLD LARGEST SHARE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
  • FIGURE 10: AGRICULTURE IOT MARKET IN APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 11: INCREASING ADOPTION OF IOT TECHNOLOGY BY FARMERS AND GROWERS IS DRIVING AGRICULTURE IOT MARKET GROWTH
  • FIGURE 12: PRECISION FARMING TO HOLD LARGEST SHARE OF AGRICULTURE IOT MARKET IN APAC IN 2019
  • FIGURE 13: HARDWARE TO HOLD LARGEST SIZE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
  • FIGURE 14: AGRICULTURE IOT MARKET FOR FISH FARM MONITORING TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 15: AMERICAS TO HOLD LARGEST SIZE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
  • FIGURE 16: US TO BE LARGEST SHAREHOLDER IN AGRICULTURE IOT MARKET IN 2019
  • FIGURE 17: AGRICULTURE IOT MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
  • FIGURE 18: WORLD FOOD CONSUMPTION IN KCAL/PERSON/DAY, 2030
  • FIGURE 19: BIG DATA OPPORTUNITIES - LEADING TREND AMONG KEY MARKET PLAYERS
  • FIGURE 20: PRESENT AND UPCOMING TECHNOLOGIES IN AGRICULTURE IOT MARKET
  • FIGURE 21: SUPPLY CHAIN: AGRICULTURE IOT MARKET
  • FIGURE 22: VALUE CHAIN ANALYSIS: AGRICULTURE IOT MARKET
  • FIGURE 23: STAKEHOLDERS IN PRECISION FARMING ECOSYSTEM
  • FIGURE 24: AGRICULTURE IOT SERVICES MARKET TO GROW AT HIGHEST CAGR FROM 2019 TO 2024
  • FIGURE 25: IRRIGATION CONTROLLER MARKET TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 26: YYIELD MONITORS TO HOLD LARGEST SHARE OF MARKET FOR SENSING AND MONITORING DEVICES IN 2019
  • FIGURE 27: PRECISION FARMING TO HOLD LARGEST SIZE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
  • FIGURE 28: FISH FARMING APPLICATIONS TO EXHIBIT HIGHEST CAGR IN AGRICULTURE IOT MARKET DURING FORECAST PERIOD
  • FIGURE 29: COUNTRIES IN APAC EXPECTED TO WITNESS SIGNIFICANTLY HIGH CAGR IN AGRICULTURE IOT MARKET DURING FORECAST PERIOD
  • FIGURE 30: AMERICAS: AGRICULTURE IOT MARKET SNAPSHOT
  • FIGURE 31: EUROPE: AGRICULTURE IOT MARKET SNAPSHOT
  • FIGURE 32: ASIA PACIFIC: AGRICULTURE IOT MARKET SNAPSHOT
  • FIGURE 33: STRATEGIES ADOPTED BY AGRICULTURE IOT MARKET PLAYERS FROM SEPTEMBER 2017 TO SEPTEMBER 2019
  • FIGURE 34: AGRICULTURE IOT MARKET COMPETITIVE LEADERSHIP MAPPING, 2018
  • FIGURE 35: DEERE AND COMPANY: COMPANY SNAPSHOT
  • FIGURE 36: TRIMBLE INC.: COMPANY SNAPSHOT
  • FIGURE 37: AGCO CORPORATION: COMPANY SNAPSHOT
  • FIGURE 38: RAVEN INDUSTRIES: COMPANY SNAPSHOT
  • FIGURE 39: DELAVAL: COMPANY SNAPSHOT
  • FIGURE 40: GEA GROUP: COMPANY SNAPSHOT
  • FIGURE 41: AGJUNCTION: COMPANY SNAPSHOT
  • FIGURE 42: PONSSE: COMPANY SNAPSHOT
目次
Product Code: SE 7397

"The agriculture IoT market is projected to grow at a CAGR of 10.4% from 2019 to 2024"

The agriculture IOT market is expected to grow from USD 12.7 billion in 2019 to USD 20.9 billion by 2024, at a CAGR of 10.4% from 2019 to 2024. A few key factors driving the growth of this market are rising demand for agricultural production owing to increasing population, increasing adoption of Internet of Things (IoT) and Artificial Intelligence (AI) technology by farmers and growers, and focus on livestock monitoring and disease detection to improve farming efficiency.

"Agriculture IoT market for market for software offering to grow at the second highest CAGR during the forecast period"

The agriculture IoT market for software is expected to grow at the second highest CAGR during the forecast period. Software plays an important role in the farm management solutions for smart agriculture. Software and information technology tools are increasingly being adopted by agriculturists and farmers. Software can be used for different functions such as data management, data security, crop health monitoring, farm work mapping, and stock management.

"Agriculture IoT market for fish farm monitoring market to grow at the highest rate during the forecast period"

The agriculture IoT market for fish farm monitoring is expected to grow at the highest CAGR during the forecast period. The increasing demand for various hardware devices, such as GPS/GNSS, and different types of sensors is contributing to the growth of the agriculture IoT market for fish farming. The implementation of IoT technologies in fish farming helps in monitoring feeding patterns, detecting diseases in fish in advance, controlling water quality, preventing illegal fishing, and so on.

"The Americas is expected to account for the largest market share of the agriculture IoT market during the forecast period"

The Americas is expected to hold the largest share of the agriculture IoT market during the forecast period. There is presence of large-scale players in the region who are already using advance agricultural technologies to dramatically improve the speed and accuracy of their planting and crop management techniques. Countries such as the US and Canada are the early adopters of agriculture IoT technologies, which is another key factor contributing to the growth of the agriculture IoT market in the Americas.

Breakdown of Profiles of Primary Participants:

  • By Company Type: Tier 1 - 55 %, Tier 2 - 20%, and Tier 3 - 25%
  • By Designation: C-Level Executives - 35%, Directors - 25%, Others - 40%
  • By Region: Americas - 30%, Europe - 35%, APAC - 20%, and RoW - 15%

Deere & Company (US), Trimble (US), Raven Industries (US), AGCO Corporation (AGCO) (US), AgJunction Inc. (AgJunction) (US), DeLaval (Sweden), GEA Farm Technology (Germany), Lely (Netherlands), Antelliq (France), AG Leader Technology (AG Leader) (US), Tigercat (Canada), Ponsse (Finland), Komatsu Forest AB (Sweden), Caterpillar (US), Treemetrics (Ireland), Topcon Positioning Systems (US), and DICKEY-john Corporation (US).

Research Coverage:

The agriculture IoT market has been segmented, based on offering, into Hardware, Software, and Services. The agriculture IoT market, based on agriculture type, has been segmented into precision farming, precision forestry, livestock monitoring, fish farm monitoring, smart greenhouse, and others, including horticulture and orchids. The agriculture IoT market, based on application, has been segmented into precision farming applications, precision forestry applications, livestock monitoring applications, fish farm monitoring applications, smart greenhouse applications, and other applications, including horticulture and orchid applications. On the basis of geographic regions, the agriculture IoT market has been classified into North America, Europe, Asia Pacific (APAC), and Rest of the World (RoW).

Reasons to Buy the Report:

The report would help market leaders/new entrants in the following ways:

  • 1. This report segments the agriculture IoT market comprehensively and provides the closest approximations of the overall market's size, as well as that of the subsegments across different offerings, agriculture types, applications and regions.
  • 2. The report helps stakeholders understand the pulse of the market and provides information on key market drivers, restraints, challenges, and opportunities.
  • 3. This report would help stakeholders understand their competitors better and gain more insights to enhance their position in the business. The competitive landscape section includes competitor ecosystem, product launches, product developments, acquisitions, collaborations, and partnerships in the agriculture IoT market.

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
  • 1.3 STUDY SCOPE
    • 1.3.1 MARKETS COVERED
    • 1.3.2 YEARS CONSIDERED
  • 1.4 CURRENCY
  • 1.5 STAKEHOLDERS

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • 2.1.1 SECONDARY DATA
      • 2.1.1.1 Major secondary sources
      • 2.1.1.2 Key data from secondary sources
    • 2.1.2 PRIMARY DATA
      • 2.1.2.1 Primary interviews with experts
      • 2.1.2.2 Key data from primary sources
      • 2.1.2.3 Breakdown of primaries
    • 2.1.3 SECONDARY AND PRIMARY RESEARCH
  • 2.2 MARKET SIZE ESTIMATION
    • 2.2.1 BOTTOM-UP APPROACH
      • 2.2.1.1 Approach for capturing market size by bottom-up approach (demand side):
    • 2.2.2 TOP-DOWN APPROACH
      • 2.2.2.1 Approach for capturing market size by top-down approach (supply side):
  • 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
  • 2.4 RESEARCH ASSUMPTIONS

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES IN AGRICULTURE IOT MARKET
  • 4.2 AGRICULTURE IOT MARKET IN APAC, BY APPLICATION AND COUNTRY
  • 4.3 AGRICULTURE IOT MARKET, BY OFFERING
  • 4.4 AGRICULTURE IOT MARKET, BY AGRICULTURE TYPE
  • 4.5 AGRICULTURE IOT MARKET, BY REGION
  • 4.6 GEOGRAPHIC ANALYSIS OF AGRICULTURE IOT MARKET

5 MARKET OVERVIEW

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • 5.2.1 DRIVERS
      • 5.2.1.1 Increasing adoption of IoT and AI by farmers and growers
      • 5.2.1.2 Growing focus on livestock monitoring and disease detection
      • 5.2.1.3 Rising demand for agricultural production output
      • 5.2.1.4 Governments support to adopt modern agricultural techniques
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 Fragmented agriculture industry
      • 5.2.2.2 High technological cost and limited technical knowledge and skills of farmers
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Advent of Big Data in agriculture farm
      • 5.2.3.2 Introduction of agriculture-specific applications in smartphones
      • 5.2.3.3 Adoption of drones in precision farming
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Unavailability of simple and standardized data management and data aggregation tools
      • 5.2.4.2 Lack of standardization in smart agriculture industry
    • 5.2.5 EMERGING TRENDS IN AGRICULTURE INDUSTRY
    • 5.2.6 TECHNOLOGIES INFLUENCING FUTURE PRECISION AGRICULTURE - A ROAD MAP
    • 5.2.7 SUPPLY CHAIN ANALYSIS
  • 5.3 VALUE CHAIN ANALYSIS
    • 5.3.1 MAJOR STAKEHOLDERS IN PRECISION FARMING ECOSYSTEM

6 AGRICULTURE IOT MARKET, BY OFFERING

  • 6.1 INTRODUCTION
  • 6.2 HARDWARE
    • 6.2.1 PRECISION FARMING HARDWARE
      • 6.2.1.1 Automation and control systems
        • 6.2.1.1.1 Drones/UAVs
        • 6.2.1.1.1.1 Use of drones or unmanned aerial vehicles (UAVs) in precision farming enables cost saving
        • 6.2.1.1.2 Irrigation controllers
        • 6.2.1.1.2.1 Improved efficiency of agricultural irrigation systems substantially contributes to effective management of water
        • 6.2.1.1.3 GPS/GNSS systems
        • 6.2.1.1.3.1 GPS/GNSS-based systems find applications in farm planning, field mapping, soil sampling, guidance technology, crop scouting, and yield mapping
        • 6.2.1.1.4 Flow and application control devices
        • 6.2.1.1.4.1 Use of flow and application control devices enables even application of materials
        • 6.2.1.1.5 Guidance and steering
        • 6.2.1.1.5.1 Reduced machinery costs and accurate placement of inputs are key benefits offered by guidance and steering systems
        • 6.2.1.1.6 Handheld mobile devices/handheld computers
        • 6.2.1.1.6.1 Handheld displays are used to guide operators regarding variable rate applications of fertilizers, pesticides, seeding, etc.
        • 6.2.1.1.7 Displays
        • 6.2.1.1.7.1 Displays are used to view field maps and grid alignments, as well as navigate tractors and agricultural equipment
        • 6.2.1.1.8 Others
      • 6.2.1.2 Sensing and monitoring devices
        • 6.2.1.2.1 Yield monitors
        • 6.2.1.2.1.1 Yield maps provide information for determining effects of fertilizers, pesticides, and seeding, as well as practices such as tillage and irrigation
        • 6.2.1.2.2 Soil sensors
        • 6.2.1.2.2.1 Soil moisture measurement is important as it helps farmers manage their irrigation systems more efficiently
        • 6.2.1.2.3 Water sensors
        • 6.2.1.2.3.1 Water sensors are used in fish farming to measure and detect water flow and control irrigation effectively
        • 6.2.1.2.4 Climate sensors
        • 6.2.1.2.4.1 Climate sensors are gaining significance in agriculture IoT market as climate change is becoming huge concern
        • 6.2.1.2.5 Others
    • 6.2.2 PRECISION FORESTRY HARDWARE
      • 6.2.2.1 Harvesters & forwarders
        • 6.2.2.1.1 Harvesters and forwarders are major components of the CTL system
      • 6.2.2.2 UAVS/Drones
        • 6.2.2.2.1 Drones are also used to capture vital forest data such as depth of snow in forests and extent of carbon storage within forest
      • 6.2.2.3 GPS
        • 6.2.2.3.1 GPS is used in forests for site-specific tree management with high precision
      • 6.2.2.4 Cameras
        • 6.2.2.4.1 Demand for high-resolution cameras has increased in recent years in forests for tree monitoring
      • 6.2.2.5 RFID and sensors
        • 6.2.2.5.1 RFID and sensors are used extensively to track, identify, and monitor trees in forests
      • 6.2.2.6 Variable rate Controllers
        • 6.2.2.6.1 Variable rate controllers are integrated with efficient ground-based machines, smart planting systems, and smart spraying systems for application of herbicides and fertilizers
      • 6.2.2.7 Others
    • 6.2.3 LIVESTOCK MONITORING HARDWARE
      • 6.2.3.1 RFID tags and readers
        • 6.2.3.1.1 Growers can determine each animal in livestock and track their history and performance through RFID tags
      • 6.2.3.2 Sensors
        • 6.2.3.2.1 Temperature sensors, skin conductivity sensors, motion sensors, and environmental humidity sensors are used in livestock monitoring applications
      • 6.2.3.3 Control system
        • 6.2.3.3.1 All-weather wireless transmitters and receiver systems can be used to send wireless video and audio
      • 6.2.3.4 GPS
        • 6.2.3.4.1 Finding missing livestock is possible with using GPS systems
      • 6.2.3.5 Others
    • 6.2.4 FISH FARM MONITORING HARDWARE
      • 6.2.4.1 GPS/GNSS
        • 6.2.4.1.1 GPS GNSS systems are becoming widely used tools in fish farming for fish tracking and fleet navigation
      • 6.2.4.2 Sensors
        • 6.2.4.2.1 Sensors are used to monitor real-time parameters to control water quality and prevent diseases that could affect fish
      • 6.2.4.3 Others
    • 6.2.5 SMART GREENHOUSE HARDWARE
      • 6.2.5.1 HVAC systems
        • 6.2.5.1.1 HVAC plays vital role in maintaining ideal temperature for plant growth in greenhouses
      • 6.2.5.2 LED grow lights
        • 6.2.5.2.1 Grow lights are used as supplemental lighting sources stimulating plant growth in greenhouses
      • 6.2.5.3 Sensors
        • 6.2.5.3.1 Sensors provide quantitative information to help guide and automate decision-making process pertaining to smart greenhouses
    • 6.2.6 OTHERS
  • 6.3 SOFTWARE
    • 6.3.1 LOCAL/WEB BASED
    • 6.3.2 CLOUD BASED
      • 6.3.2.1 Platform as a service (PaaS)
  • 6.4 SERVICES
    • 6.4.1 SYSTEM INTEGRATION AND CONSULTING
    • 6.4.2 MANAGED SERVICES
      • 6.4.2.1 Farm operation services
        • 6.4.2.1.1 Farm operation services provide information on traditional farm operations such as record keeping and farm mapping resources (labor)
      • 6.4.2.2 Data services
        • 6.4.2.2.1 Data platform services in smart agriculture market are capable of integrating entire value chain of agribusiness
      • 6.4.2.3 Analytics
        • 6.4.2.3.1 Analytics services involve analysis of acquired farm data and provision of real-time information
    • 6.4.3 CONNECTIVITY SERVICES
    • 6.4.4 ASSISTED PROFESSIONAL SERVICES
      • 6.4.4.1 Supply chain management services
      • 6.4.4.2 Climate information services
      • 6.4.4.3 Others
    • 6.4.5 MAINTENANCE AND SUPPORT

7 AGRICULTURE IOT MARKET, BY AGRICULTURE TYPE

  • 7.1 INTRODUCTION
  • 7.2 PRECISION FARMING
  • 7.3 PRECISION FORESTRY
  • 7.4 LIVESTOCK MONITORING
  • 7.5 SMART GREENHOUSE
  • 7.6 FISH FARM MONITORING
  • 7.7 OTHERS

8 AGRICULTURE IOT MARKET, BY APPLICATION

  • 8.1 INTRODUCTION
  • 8.2 PRECISION FARMING APPLICATIONS
    • 8.2.1 YIELD MONITORING
      • 8.2.1.1 Yield monitoring includes soil monitoring and nutrient monitoring
    • 8.2.2 FIELD MAPPING
      • 8.2.2.1 Field mapping is done using handheld devices and systems equipped with GPS/GNSS
    • 8.2.3 CROP SCOUTING
      • 8.2.3.1 Crop scouting includes use of sophisticated devices such as GPS receivers on vehicles
    • 8.2.4 WEATHER TRACKING AND FORECASTING
      • 8.2.4.1 Weather tracking analysis modules include handheld instruments, software, and sensors that alert farmers even when there are minor changes in weather
    • 8.2.5 IRRIGATION MANAGEMENT
      • 8.2.5.1 Irrigation management helps enhancing productivity of fields and minimizing wastages of water, soil infertility, salinization, and crop water stress
    • 8.2.6 INVENTORY MANAGEMENT
      • 8.2.6.1 Effective farm inventory management plays integral role in managing farm inventories
    • 8.2.7 FARM LABOR MANAGEMENT
      • 8.2.7.1 Farm labor management software helps in applications such as crew deployment and payroll management
    • 8.2.8 FINANCIAL MANAGEMENT
      • 8.2.8.1 Financial management has become easier due to precision agriculture software
    • 8.2.9 OTHERS
  • 8.3 PRECISION FORESTRY APPLICATIONS
    • 8.3.1 GENETICS AND NURSERIES
      • 8.3.1.1 Unmanned aerial vehicles/drones are increasingly being used for tree plantation
    • 8.3.2 SILVICULTURE AND FIRE MANAGEMENT
      • 8.3.2.1 Wireless sensor network-based forest fire detection systems are adopted in silviculture and fire management applications
    • 8.3.3 HARVESTING MANAGEMENT
      • 8.3.3.1 Harvesting management to hold largest market share during forecast period
    • 8.3.4 INVENTORY AND LOGISTICS MANAGEMENT
      • 8.3.4.1 Inventory and logistics management to witness highest CAGR in agriculture IoT market for precision forestry applications during forecast period
  • 8.4 LIVESTOCK MONITORING APPLICATIONS
    • 8.4.1 FEEDING MANAGEMENT
      • 8.4.1.1 Hardware and software products help formulate and update cows' diets to avoid overfeeding and resultant fluctuations in milk production
    • 8.4.2 HEAT STRESS MANAGEMENT
      • 8.4.2.1 Cattle are sensitive to air temperature, radiant temperature, air velocity, and relative humidity
    • 8.4.3 MILK HARVESTING MANAGEMENT
      • 8.4.3.1 Automated milk harvesting reduces labor cost, increases milking efficiency, and leads to higher yields
    • 8.4.4 BREEDING MANAGEMENT
      • 8.4.4.1 Breeding management is highly effective and sustainable approach for increasing animal productivity in long term
    • 8.4.5 ANIMAL COMFORT MANAGEMENT
      • 8.4.5.1 High level of animal comfort results in prominent production level per animal and higher product quality
    • 8.4.6 BEHAVIOR MONITORING AND MANAGEMENT
      • 8.4.6.1 Growing use of computerized dairy management systems creates new opportunities for automatic routine monitoring of livestock behavior
    • 8.4.7 OTHERS
  • 8.5 FISH FARM MONITORING APPLICATIONS
    • 8.5.1 FISH TRACKING AND FLEET NAVIGATION
      • 8.5.1.1 Fleet navigation provides real-time visibility, location, status, and diagnostics
    • 8.5.2 FEEDING MANAGEMENT
      • 8.5.2.1 Feeding management includes choosing right feed, using correct feeding method, calculating feeding cost, and ensuring cost-effectiveness of fish farms
    • 8.5.3 WATER QUALITY MANAGEMENT
      • 8.5.3.1 Fish farms are equipped with sensors and other devices to sense water quality and take appropriate actions
    • 8.5.4 OTHERS
  • 8.6 SMART GREENHOUSE APPLICATIONS
    • 8.6.1 HVAC MANAGEMENT
      • 8.6.1.1 Wireless systems and sensors are deployed to meet greenhouse requirements
    • 8.6.2 YIELD MONITORING
      • 8.6.2.1 Yield monitors can track temperature, humidity, light, and other factors around plants to maximize smart greenhouse yield
    • 8.6.3 WATER AND FERTILIZER MANAGEMENT
      • 8.6.3.1 Advanced technology-based tools such as ozone water treatment systems, filtration motors, and temperature and humidity sensors are used for water management in smart greenhouses
  • 8.7 OTHER APPLICATIONS

9 AGRICULTURE IOT MARKET, BY GEOGRAPHY

  • 9.1 INTRODUCTION
  • 9.2 AMERICAS
    • 9.2.1 NORTH AMERICA
      • 9.2.1.1 US
        • 9.2.1.1.1 Growers in US are using sensing technologies, hardware equipment, and advanced software solutions to efficiently manage their crops, livestock, fish farms, and greenhouses
      • 9.2.1.2 Canada
        • 9.2.1.2.1 Most companies in Canada offer customized services to livestock farmers, thereby enabling them to monitor their livestock more efficiently
      • 9.2.1.3 Mexico
        • 9.2.1.3.1 Mexican government provides financial support to promote use of agriculture IoT technologies
    • 9.2.2 SOUTH AMERICA
      • 9.2.2.1 Brazil
        • 9.2.2.1.1 Brazilian farmers hold large farmlands and adopt smart agriculture technologies such as GPS trackers, drones, and sensors to maximize overall farm yield with reduced costs
      • 9.2.2.2 Argentina
        • 9.2.2.2.1 Argentina is emphasizing on increasing livestock export by opening international markets, repealing government export regulations, and adopting new methods of production
      • 9.2.2.3 Rest of South America
  • 9.3 EUROPE
    • 9.3.1 GERMANY
      • 9.3.1.1 Germany is pioneer in adoption of agriculture IoT solutions
    • 9.3.2 UK
      • 9.3.2.1 UK is focusing on changing its agriculture IoT landscape by entering into new era of technological developments to meet rising demand for food by growing population
    • 9.3.3 FRANCE
      • 9.3.3.1 Driven by high value of crop and importance of quality, several precision farming research projects exist in wine production areas of France
    • 9.3.4 ITALY
      • 9.3.4.1 Start-up companies in Italy are working on agriculture IoT solutions
    • 9.3.5 NETHERLANDS
      • 9.3.5.1 Netherlands is witnessing steady adoption rate of agriculture IoT technologies
    • 9.3.6 REST OF EUROPE
  • 9.4 APAC
    • 9.4.1 CHINA
      • 9.4.1.1 China holds huge opportunities for agriculture IoT market
    • 9.4.2 JAPAN
      • 9.4.2.1 Japan is technologically advanced country, specifically in agricultural robotics and precision farming technologies
    • 9.4.3 AUSTRALIA
      • 9.4.3.1 Agriculture IoT in Australia is dominated by grains industry
    • 9.4.4 INDIA
      • 9.4.4.1 Adoption rate of agriculture IoT technologies in India is increasing considerably
    • 9.4.5 SOUTH KOREA
      • 9.4.5.1 South Korea has presence of many smart agriculture device providers and manufacturers
    • 9.4.6 REST OF APAC
  • 9.5 REST OF WORLD
    • 9.5.1 RUSSIA
      • 9.5.1.1 Farmers and growers in Russia are using some precision farming technologies, such as navigation on cultivators, GPS, and GIS
    • 9.5.2 AFRICA
      • 9.5.2.1 Farming scenario has been changing in Africa with introduction of technologies such as GPS/GIS and drones
    • 9.5.3 MIDDLE EAST
      • 9.5.3.1 Rapid technological developments in big data analytics and cloud computing platforms contribute significantly toward growth of agriculture IoT market in Middle East

10 COMPETITIVE LANDSCAPE

  • 10.1 OVERVIEW
    • 10.1.1 MARKET PLAYER RANKING ANALYSIS
  • 10.2 COMPETITIVE LEADERSHIP MAPPING
    • 10.2.1 VISIONARY LEADERS
    • 10.2.2 DYNAMIC DIFFERENTIATORS
    • 10.2.3 INNOVATORS
    • 10.2.4 EMERGING COMPANIES
  • 10.3 STRENGTH OF PRODUCT PORTFOLIO
  • 10.4 BUSINESS STRATEGY EXCELLENCE
  • 10.5 COMPETITIVE SCENARIO
    • 10.5.1 PRODUCT LAUNCHES, PRODUCT DEVELOPMENTS, AND EXPANSIONS
    • 10.5.2 AGREEMENTS, ACQUISITIONS, COLLABORATIONS, AND PARTNERSHIPS

11 COMPANY PROFILES

(Business overview, Products offered, Recent developments, SWOT analysis & MnM View)*

  • 11.1 INTRODUCTION
  • 11.2 KEY PLAYERS
    • 11.2.1 DEERE AND COMPANY
    • 11.2.2 TRIMBLE INC.
    • 11.2.3 AGCO CORPORATION
    • 11.2.4 RAVEN INDUSTRIES
    • 11.2.5 DELAVAL (SUBSIDIARY OF TETRA LAVAL INTERNATIONAL, S.A.)
    • 11.2.6 GEA GROUP
    • 11.2.7 AGJUNCTION
    • 11.2.8 ANTELLIQ (SUBSIDIARY OF MERCK & CO., INC)
    • 11.2.9 PONSSE
    • 11.2.10 KOMATSU FOREST

Details on Business overview, Products offered, Recent developments, SWOT analysis & MnM View might not be captured in case of unlisted companies.

  • 11.3 OTHER KEY PLAYERS
    • 11.3.1 TEEJET TECHNOLOGIES
    • 11.3.2 TOPCON POSITIONING SYSTEMS
    • 11.3.3 DICKEY-JOHN
    • 11.3.4 CROPMETRICS
    • 11.3.5 DJI
    • 11.3.6 PRECISIONHAWK
    • 11.3.7 HEXAGON AGRICULTURE
    • 11.3.8 GRANULAR
    • 11.3.9 TIGERCAT
    • 11.3.10 TREE METRICS
  • 11.4 INNOVATORS
    • 11.4.1 DESCARTES LABS
    • 11.4.2 DECISIVE FARMING
    • 11.4.3 CAINTHUS
    • 11.4.4 AUTONOMOUS TRACTOR CORPORATION
    • 11.4.5 SKYX
    • 11.4.6 NILEWORKS INC.
    • 11.4.7 GAMAYA

12 APPENDIX

  • 12.1 DISCUSSION GUIDE
  • 12.2 KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 12.3 AVAILABLE CUSTOMIZATIONS
  • 12.4 RELATED REPORTS
  • 12.5 AUTHOR DETAILS
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