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市場調査レポート
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1709847

デジタル農業の世界市場規模、シェア、動向分析レポート：用途別、技術別、コンポーネント別、地域別、展望と予測、2024年～2031年

Global Digital Agriculture Market Size, Share & Trends Analysis Report By Application, By Technology, By Component, By Regional Outlook and Forecast, 2024 - 2031

出版日
発行
KBV Research
ページ情報
英文 295 Pages
納期
即納可能 即納可能とは
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デジタル農業の世界市場規模、シェア、動向分析レポート：用途別、技術別、コンポーネント別、地域別、展望と予測、2024年～2031年
出版日: 2025年04月02日
発行: KBV Research
ページ情報: 英文 295 Pages
納期: 即納可能 即納可能とは
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  • 全表示
  • 概要
  • 図表
  • 目次
概要

デジタル農業市場規模は、予測期間中に9.9%のCAGRで市場成長し、2031年までに381億6,000万米ドルに達すると予想されています。

市場成長要因

精密農業（プレシジョン・アグリカルチャーとも呼ばれる）は、全地球測位システム（GPS）、モノのインターネット（IoT）、人工知能（AI）といった先進技術を活用し、農業の効率化を目指します。GPS誘導式農業機械とデータ分析を活用することで、圃場の状況に応じて水や肥料などの投入量を最適化することができます。その結果、作物の収量増加と資源の有効活用が期待されます。そのため、精密農業のメリットは、デジタル農業ソリューションの需要を高めています。

さらに、政府は支援政策を策定することで、先進技術の農業への導入を促進し、効率性と持続可能性の向上につなげることができます。例えば、ある研究では、政府の農業支出の一部を研究開発（R&D）への重点的な支出とイノベーション導入へのインセンティブに振り向けることで、貧困の削減、健康的な食生活のコスト削減、農業に必要な土地の削減につながる可能性があることが示されています。これらの要因が市場の成長を支えています。

市場抑制要因

デジタル農業技術の導入は、特に中小規模の農家にとって大きな経済的負担を伴います。精密農業ツール、IoT対応センサー、ドローン、衛星画像、自動灌漑システムは、農業分野を変革する重要なイノベーションです。しかし、これらの技術には、ハードウェア、ソフトウェア、設置、研修費用など、多額の初期投資が必要です。最小限の技術インフラで済む従来の農業とは異なり、デジタル農業は資本集約型の事業への転換を迫られ、多くの農家にとってその負担は困難です。そのため、初期投資額の高額さは、デジタル農業技術の大規模導入を阻む最も重要な要因の一つとなっています。

コンポーネントの展望

市場はコンポーネントに基づいて、ハードウェア、ソフトウェア、サービスに分類されます。ハードウェアセグメントは、2023年に市場の41%の収益シェアを獲得しました。センサー、ドローン、自動灌漑システム、GPS誘導機械などの機器により、農家は資源を効率的に管理し、廃棄物を削減し、作物の収穫量を向上させることができます。

用途の展望

用途別に見ると、市場は精密農業・農場管理、家畜監視、サプライチェーン管理、財務管理、その他に分類されます。精密農業・農場管理セグメントは、2023年に市場シェアの29%を獲得しました。食料安全保障と持続可能性への懸念が高まる中、農家は水、肥料、農薬などの投入資材の使用を最適化するために精密農業ツールを導入し、運用コストと環境への影響を削減しています。

技術別展望

技術別に見ると、市場はAI、ドローン、IoT、自動化、その他に分類されます。自動化セグメントは2023年に市場収益シェアの19%を獲得しました。自動運転トラクター、ロボット収穫機、自動灌漑システムなどの自動化機械は、農家が反復作業をより正確かつ一貫して行うのに役立ちます。自動化は、大規模農業において運用コストを削減し、拡張性を高め、効率性を向上させます。

地域展望

地域別に見ると、市場は北米、欧州、アジア太平洋、LAMEA（ラ・メリア、ラ・メリア）地域にわたって分析されています。欧州地域は2023年に市場の30%の収益シェアを獲得しました。欧州地域は、持続可能な農業、環境保全、食品安全に関する厳格な規制によって牽引されており、デジタル農業技術の導入が促進されています。共通農業政策（CAP）や欧州グリーンディールといった欧州連合（EU）の政策は、精密農業、データ駆動型ソリューション、環境に配慮した農業慣行を促進しています。

目次

第1章 市場範囲と調査手法

  • 市場の定義
  • 目的
  • 市場範囲
  • セグメンテーション
  • 調査手法

第2章 市場要覧

  • 主なハイライト

第3章 市場概要

  • イントロダクション
    • 概要
      • 市場構成とシナリオ
  • 市場に影響を与える主な要因
    • 市場促進要因
    • 市場抑制要因
    • 市場機会
    • 市場の課題

第4章 競合分析- 世界

  • KBV Cardinal Matrix
  • 最近の業界全体の戦略的展開
    • パートナーシップ、コラボレーション、および契約
    • 製品の発売と製品の拡大
    • 買収と合併
  • 市場シェア分析、2023年
  • 主要成功戦略
    • 主な戦略
    • 主要な戦略的動き
  • ポーターのファイブフォース分析

第5章 世界市場：用途別

  • 世界の精密農業と農場管理市場：地域別
  • 世界の家畜モニタリング市場：地域別
  • 世界のサプライチェーン管理市場：地域別
  • 世界の財務管理市場：地域別
  • 世界のその他の用途市場：地域別

第6章 世界市場：技術別

  • 世界のIoT市場：地域別
  • 世界の自動化市場：地域別
  • 世界のAI市場：地域別
  • 世界のドローン市場：地域別
  • 世界のその他の技術市場：地域別

第7章 世界市場：コンポーネント別

  • 世界のハードウェア市場：地域別
  • 世界のソフトウェア市場：地域別
  • 世界のサービス市場：地域別

第8章 世界市場：地域別

  • 北米
    • 北米の市場：国別
      • 米国
      • カナダ
      • メキシコ
      • その他北米地域
  • 欧州
    • 欧州の市場：国別
      • ドイツ
      • 英国
      • フランス
      • ロシア
      • スペイン
      • オランダ
      • その他欧州地域
  • アジア太平洋地域
    • アジア太平洋の市場：国別
      • 中国
      • 日本
      • インド
      • 韓国
      • オーストラリア
      • マレーシア
      • その他アジア太平洋地域
  • ラテンアメリカ・中東・アフリカ
    • ラテンアメリカ・中東・アフリカの市場：国別
      • ブラジル
      • アルゼンチン
      • アラブ首長国連邦
      • サウジアラビア
      • 南アフリカ
      • ナイジェリア
      • その他ラテンアメリカ・中東・アフリカ地域

第9章 企業プロファイル

  • Microsoft Corporation
  • BASF SE
  • Indigo Ag, Inc
  • AGCO Corporation
  • Wipro Limited
  • Yara International ASA
  • Bayer AG
  • IBM Corporation
  • Trimble, Inc
  • Deere & Company

第10章 デジタル農業市場の成功必須条件

図表

LIST OF TABLES

  • TABLE 1 Global Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 2 Global Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 3 Partnerships, Collaborations and Agreements- Digital Agriculture Market
  • TABLE 4 Product Launches And Product Expansions- Digital Agriculture Market
  • TABLE 5 Acquisition and Mergers- Digital Agriculture Market
  • TABLE 6 Global Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 7 Global Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 8 Global Precision Farming & Farm Management Market by Region, 2020 - 2023, USD Million
  • TABLE 9 Global Precision Farming & Farm Management Market by Region, 2024 - 2031, USD Million
  • TABLE 10 Global Livestock Monitoring Market by Region, 2020 - 2023, USD Million
  • TABLE 11 Global Livestock Monitoring Market by Region, 2024 - 2031, USD Million
  • TABLE 12 Global Supply Chain Management Market by Region, 2020 - 2023, USD Million
  • TABLE 13 Global Supply Chain Management Market by Region, 2024 - 2031, USD Million
  • TABLE 14 Global Financial Management Market by Region, 2020 - 2023, USD Million
  • TABLE 15 Global Financial Management Market by Region, 2024 - 2031, USD Million
  • TABLE 16 Global Other Application Market by Region, 2020 - 2023, USD Million
  • TABLE 17 Global Other Application Market by Region, 2024 - 2031, USD Million
  • TABLE 18 Global Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 19 Global Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 20 Global IoT Market by Region, 2020 - 2023, USD Million
  • TABLE 21 Global IoT Market by Region, 2024 - 2031, USD Million
  • TABLE 22 Global Automation Market by Region, 2020 - 2023, USD Million
  • TABLE 23 Global Automation Market by Region, 2024 - 2031, USD Million
  • TABLE 24 Global AI Market by Region, 2020 - 2023, USD Million
  • TABLE 25 Global AI Market by Region, 2024 - 2031, USD Million
  • TABLE 26 Global Drones Market by Region, 2020 - 2023, USD Million
  • TABLE 27 Global Drones Market by Region, 2024 - 2031, USD Million
  • TABLE 28 Global Other Technology Market by Region, 2020 - 2023, USD Million
  • TABLE 29 Global Other Technology Market by Region, 2024 - 2031, USD Million
  • TABLE 30 Global Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 31 Global Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 32 Global Hardware Market by Region, 2020 - 2023, USD Million
  • TABLE 33 Global Hardware Market by Region, 2024 - 2031, USD Million
  • TABLE 34 Global Software Market by Region, 2020 - 2023, USD Million
  • TABLE 35 Global Software Market by Region, 2024 - 2031, USD Million
  • TABLE 36 Global Service Market by Region, 2020 - 2023, USD Million
  • TABLE 37 Global Service Market by Region, 2024 - 2031, USD Million
  • TABLE 38 Global Digital Agriculture Market by Region, 2020 - 2023, USD Million
  • TABLE 39 Global Digital Agriculture Market by Region, 2024 - 2031, USD Million
  • TABLE 40 North America Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 41 North America Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 42 North America Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 43 North America Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 44 North America Precision Farming & Farm Management Market by Region, 2020 - 2023, USD Million
  • TABLE 45 North America Precision Farming & Farm Management Market by Region, 2024 - 2031, USD Million
  • TABLE 46 North America Livestock Monitoring Market by Region, 2020 - 2023, USD Million
  • TABLE 47 North America Livestock Monitoring Market by Region, 2024 - 2031, USD Million
  • TABLE 48 North America Supply Chain Management Market by Region, 2020 - 2023, USD Million
  • TABLE 49 North America Supply Chain Management Market by Region, 2024 - 2031, USD Million
  • TABLE 50 North America Financial Management Market by Region, 2020 - 2023, USD Million
  • TABLE 51 North America Financial Management Market by Region, 2024 - 2031, USD Million
  • TABLE 52 North America Other Application Market by Region, 2020 - 2023, USD Million
  • TABLE 53 North America Other Application Market by Region, 2024 - 2031, USD Million
  • TABLE 54 North America Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 55 North America Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 56 North America IoT Market by Country, 2020 - 2023, USD Million
  • TABLE 57 North America IoT Market by Country, 2024 - 2031, USD Million
  • TABLE 58 North America Automation Market by Country, 2020 - 2023, USD Million
  • TABLE 59 North America Automation Market by Country, 2024 - 2031, USD Million
  • TABLE 60 North America AI Market by Country, 2020 - 2023, USD Million
  • TABLE 61 North America AI Market by Country, 2024 - 2031, USD Million
  • TABLE 62 North America Drones Market by Country, 2020 - 2023, USD Million
  • TABLE 63 North America Drones Market by Country, 2024 - 2031, USD Million
  • TABLE 64 North America Other Technology Market by Country, 2020 - 2023, USD Million
  • TABLE 65 North America Other Technology Market by Country, 2024 - 2031, USD Million
  • TABLE 66 North America Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 67 North America Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 68 North America Hardware Market by Country, 2020 - 2023, USD Million
  • TABLE 69 North America Hardware Market by Country, 2024 - 2031, USD Million
  • TABLE 70 North America Software Market by Country, 2020 - 2023, USD Million
  • TABLE 71 North America Software Market by Country, 2024 - 2031, USD Million
  • TABLE 72 North America Service Market by Country, 2020 - 2023, USD Million
  • TABLE 73 North America Service Market by Country, 2024 - 2031, USD Million
  • TABLE 74 North America Digital Agriculture Market by Country, 2020 - 2023, USD Million
  • TABLE 75 North America Digital Agriculture Market by Country, 2024 - 2031, USD Million
  • TABLE 76 US Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 77 US Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 78 US Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 79 US Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 80 US Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 81 US Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 82 US Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 83 US Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 84 Canada Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 85 Canada Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 86 Canada Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 87 Canada Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 88 Canada Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 89 Canada Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 90 Canada Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 91 Canada Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 92 Mexico Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 93 Mexico Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 94 Mexico Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 95 Mexico Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 96 Mexico Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 97 Mexico Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 98 Mexico Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 99 Mexico Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 100 Rest of North America Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 101 Rest of North America Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 102 Rest of North America Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 103 Rest of North America Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 104 Rest of North America Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 105 Rest of North America Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 106 Rest of North America Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 107 Rest of North America Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 108 Europe Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 109 Europe Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 110 Europe Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 111 Europe Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 112 Europe Precision Farming & Farm Management Market by Country, 2020 - 2023, USD Million
  • TABLE 113 Europe Precision Farming & Farm Management Market by Country, 2024 - 2031, USD Million
  • TABLE 114 Europe Livestock Monitoring Market by Country, 2020 - 2023, USD Million
  • TABLE 115 Europe Livestock Monitoring Market by Country, 2024 - 2031, USD Million
  • TABLE 116 Europe Supply Chain Management Market by Country, 2020 - 2023, USD Million
  • TABLE 117 Europe Supply Chain Management Market by Country, 2024 - 2031, USD Million
  • TABLE 118 Europe Financial Management Market by Country, 2020 - 2023, USD Million
  • TABLE 119 Europe Financial Management Market by Country, 2024 - 2031, USD Million
  • TABLE 120 Europe Other Application Market by Country, 2020 - 2023, USD Million
  • TABLE 121 Europe Other Application Market by Country, 2024 - 2031, USD Million
  • TABLE 122 Europe Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 123 Europe Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 124 Europe IoT Market by Country, 2020 - 2023, USD Million
  • TABLE 125 Europe IoT Market by Country, 2024 - 2031, USD Million
  • TABLE 126 Europe Automation Market by Country, 2020 - 2023, USD Million
  • TABLE 127 Europe Automation Market by Country, 2024 - 2031, USD Million
  • TABLE 128 Europe AI Market by Country, 2020 - 2023, USD Million
  • TABLE 129 Europe AI Market by Country, 2024 - 2031, USD Million
  • TABLE 130 Europe Drones Market by Country, 2020 - 2023, USD Million
  • TABLE 131 Europe Drones Market by Country, 2024 - 2031, USD Million
  • TABLE 132 Europe Other Technology Market by Country, 2020 - 2023, USD Million
  • TABLE 133 Europe Other Technology Market by Country, 2024 - 2031, USD Million
  • TABLE 134 Europe Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 135 Europe Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 136 Europe Hardware Market by Country, 2020 - 2023, USD Million
  • TABLE 137 Europe Hardware Market by Country, 2024 - 2031, USD Million
  • TABLE 138 Europe Software Market by Country, 2020 - 2023, USD Million
  • TABLE 139 Europe Software Market by Country, 2024 - 2031, USD Million
  • TABLE 140 Europe Service Market by Country, 2020 - 2023, USD Million
  • TABLE 141 Europe Service Market by Country, 2024 - 2031, USD Million
  • TABLE 142 Europe Digital Agriculture Market by Country, 2020 - 2023, USD Million
  • TABLE 143 Europe Digital Agriculture Market by Country, 2024 - 2031, USD Million
  • TABLE 144 Germany Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 145 Germany Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 146 Germany Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 147 Germany Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 148 Germany Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 149 Germany Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 150 Germany Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 151 Germany Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 152 UK Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 153 UK Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 154 UK Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 155 UK Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 156 UK Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 157 UK Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 158 UK Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 159 UK Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 160 France Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 161 France Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 162 France Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 163 France Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 164 France Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 165 France Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 166 France Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 167 France Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 168 Russia Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 169 Russia Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 170 Russia Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 171 Russia Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 172 Russia Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 173 Russia Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 174 Russia Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 175 Russia Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 176 Spain Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 177 Spain Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 178 Spain Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 179 Spain Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 180 Spain Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 181 Spain Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 182 Spain Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 183 Spain Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 184 Netherlands Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 185 Netherlands Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 186 Netherlands Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 187 Netherlands Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 188 Netherlands Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 189 Netherlands Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 190 Netherlands Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 191 Netherlands Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 192 Rest of Europe Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 193 Rest of Europe Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 194 Rest of Europe Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 195 Rest of Europe Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 196 Rest of Europe Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 197 Rest of Europe Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 198 Rest of Europe Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 199 Rest of Europe Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 200 Asia Pacific Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 201 Asia Pacific Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 202 Asia Pacific Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 203 Asia Pacific Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 204 Asia Pacific Precision Farming & Farm Management Market by Country, 2020 - 2023, USD Million
  • TABLE 205 Asia Pacific Precision Farming & Farm Management Market by Country, 2024 - 2031, USD Million
  • TABLE 206 Asia Pacific Livestock Monitoring Market by Country, 2020 - 2023, USD Million
  • TABLE 207 Asia Pacific Livestock Monitoring Market by Country, 2024 - 2031, USD Million
  • TABLE 208 Asia Pacific Supply Chain Management Market by Country, 2020 - 2023, USD Million
  • TABLE 209 Asia Pacific Supply Chain Management Market by Country, 2024 - 2031, USD Million
  • TABLE 210 Asia Pacific Financial Management Market by Country, 2020 - 2023, USD Million
  • TABLE 211 Asia Pacific Financial Management Market by Country, 2024 - 2031, USD Million
  • TABLE 212 Asia Pacific Other Application Market by Country, 2020 - 2023, USD Million
  • TABLE 213 Asia Pacific Other Application Market by Country, 2024 - 2031, USD Million
  • TABLE 214 Asia Pacific Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 215 Asia Pacific Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 216 Asia Pacific IoT Market by Country, 2020 - 2023, USD Million
  • TABLE 217 Asia Pacific IoT Market by Country, 2024 - 2031, USD Million
  • TABLE 218 Asia Pacific Automation Market by Country, 2020 - 2023, USD Million
  • TABLE 219 Asia Pacific Automation Market by Country, 2024 - 2031, USD Million
  • TABLE 220 Asia Pacific AI Market by Country, 2020 - 2023, USD Million
  • TABLE 221 Asia Pacific AI Market by Country, 2024 - 2031, USD Million
  • TABLE 222 Asia Pacific Drones Market by Country, 2020 - 2023, USD Million
  • TABLE 223 Asia Pacific Drones Market by Country, 2024 - 2031, USD Million
  • TABLE 224 Asia Pacific Other Technology Market by Country, 2020 - 2023, USD Million
  • TABLE 225 Asia Pacific Other Technology Market by Country, 2024 - 2031, USD Million
  • TABLE 226 Asia Pacific Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 227 Asia Pacific Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 228 Asia Pacific Hardware Market by Country, 2020 - 2023, USD Million
  • TABLE 229 Asia Pacific Hardware Market by Country, 2024 - 2031, USD Million
  • TABLE 230 Asia Pacific Software Market by Country, 2020 - 2023, USD Million
  • TABLE 231 Asia Pacific Software Market by Country, 2024 - 2031, USD Million
  • TABLE 232 Asia Pacific Service Market by Country, 2020 - 2023, USD Million
  • TABLE 233 Asia Pacific Service Market by Country, 2024 - 2031, USD Million
  • TABLE 234 Asia Pacific Digital Agriculture Market by Country, 2020 - 2023, USD Million
  • TABLE 235 Asia Pacific Digital Agriculture Market by Country, 2024 - 2031, USD Million
  • TABLE 236 China Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 237 China Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 238 China Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 239 China Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 240 China Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 241 China Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 242 China Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 243 China Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 244 Japan Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 245 Japan Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 246 Japan Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 247 Japan Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 248 Japan Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 249 Japan Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 250 Japan Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 251 Japan Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 252 India Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 253 India Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 254 India Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 255 India Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 256 India Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 257 India Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 258 India Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 259 India Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 260 South Korea Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 261 South Korea Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 262 South Korea Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 263 South Korea Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 264 South Korea Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 265 South Korea Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 266 South Korea Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 267 South Korea Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 268 Australia Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 269 Australia Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 270 Australia Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 271 Australia Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 272 Australia Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 273 Australia Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 274 Australia Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 275 Australia Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 276 Malaysia Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 277 Malaysia Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 278 Malaysia Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 279 Malaysia Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 280 Malaysia Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 281 Malaysia Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 282 Malaysia Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 283 Malaysia Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 284 Rest of Asia Pacific Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 285 Rest of Asia Pacific Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 286 Rest of Asia Pacific Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 287 Rest of Asia Pacific Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 288 Rest of Asia Pacific Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 289 Rest of Asia Pacific Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 290 Rest of Asia Pacific Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 291 Rest of Asia Pacific Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 292 LAMEA Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 293 LAMEA Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 294 LAMEA Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 295 LAMEA Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 296 LAMEA Precision Farming & Farm Management Market by Country, 2020 - 2023, USD Million
  • TABLE 297 LAMEA Precision Farming & Farm Management Market by Country, 2024 - 2031, USD Million
  • TABLE 298 LAMEA Livestock Monitoring Market by Country, 2020 - 2023, USD Million
  • TABLE 299 LAMEA Livestock Monitoring Market by Country, 2024 - 2031, USD Million
  • TABLE 300 LAMEA Supply Chain Management Market by Country, 2020 - 2023, USD Million
  • TABLE 301 LAMEA Supply Chain Management Market by Country, 2024 - 2031, USD Million
  • TABLE 302 LAMEA Financial Management Market by Country, 2020 - 2023, USD Million
  • TABLE 303 LAMEA Financial Management Market by Country, 2024 - 2031, USD Million
  • TABLE 304 LAMEA Other Application Market by Country, 2020 - 2023, USD Million
  • TABLE 305 LAMEA Other Application Market by Country, 2024 - 2031, USD Million
  • TABLE 306 LAMEA Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 307 LAMEA Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 308 LAMEA IoT Market by Country, 2020 - 2023, USD Million
  • TABLE 309 LAMEA IoT Market by Country, 2024 - 2031, USD Million
  • TABLE 310 LAMEA Automation Market by Country, 2020 - 2023, USD Million
  • TABLE 311 LAMEA Automation Market by Country, 2024 - 2031, USD Million
  • TABLE 312 LAMEA AI Market by Country, 2020 - 2023, USD Million
  • TABLE 313 LAMEA AI Market by Country, 2024 - 2031, USD Million
  • TABLE 314 LAMEA Drones Market by Country, 2020 - 2023, USD Million
  • TABLE 315 LAMEA Drones Market by Country, 2024 - 2031, USD Million
  • TABLE 316 LAMEA Other Technology Market by Country, 2020 - 2023, USD Million
  • TABLE 317 LAMEA Other Technology Market by Country, 2024 - 2031, USD Million
  • TABLE 318 LAMEA Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 319 LAMEA Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 320 LAMEA Hardware Market by Country, 2020 - 2023, USD Million
  • TABLE 321 LAMEA Hardware Market by Country, 2024 - 2031, USD Million
  • TABLE 322 LAMEA Software Market by Country, 2020 - 2023, USD Million
  • TABLE 323 LAMEA Software Market by Country, 2024 - 2031, USD Million
  • TABLE 324 LAMEA Service Market by Country, 2020 - 2023, USD Million
  • TABLE 325 LAMEA Service Market by Country, 2024 - 2031, USD Million
  • TABLE 326 LAMEA Digital Agriculture Market by Country, 2020 - 2023, USD Million
  • TABLE 327 LAMEA Digital Agriculture Market by Country, 2024 - 2031, USD Million
  • TABLE 328 Brazil Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 329 Brazil Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 330 Brazil Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 331 Brazil Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 332 Brazil Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 333 Brazil Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 334 Brazil Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 335 Brazil Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 336 Argentina Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 337 Argentina Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 338 Argentina Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 339 Argentina Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 340 Argentina Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 341 Argentina Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 342 Argentina Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 343 Argentina Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 344 UAE Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 345 UAE Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 346 UAE Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 347 UAE Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 348 UAE Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 349 UAE Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 350 UAE Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 351 UAE Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 352 Saudi Arabia Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 353 Saudi Arabia Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 354 Saudi Arabia Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 355 Saudi Arabia Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 356 Saudi Arabia Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 357 Saudi Arabia Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 358 Saudi Arabia Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 359 Saudi Arabia Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 360 South Africa Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 361 South Africa Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 362 South Africa Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 363 South Africa Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 364 South Africa Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 365 South Africa Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 366 South Africa Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 367 South Africa Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 368 Nigeria Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 369 Nigeria Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 370 Nigeria Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 371 Nigeria Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 372 Nigeria Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 373 Nigeria Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 374 Nigeria Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 375 Nigeria Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 376 Rest of LAMEA Digital Agriculture Market, 2020 - 2023, USD Million
  • TABLE 377 Rest of LAMEA Digital Agriculture Market, 2024 - 2031, USD Million
  • TABLE 378 Rest of LAMEA Digital Agriculture Market by Application, 2020 - 2023, USD Million
  • TABLE 379 Rest of LAMEA Digital Agriculture Market by Application, 2024 - 2031, USD Million
  • TABLE 380 Rest of LAMEA Digital Agriculture Market by Technology, 2020 - 2023, USD Million
  • TABLE 381 Rest of LAMEA Digital Agriculture Market by Technology, 2024 - 2031, USD Million
  • TABLE 382 Rest of LAMEA Digital Agriculture Market by Component, 2020 - 2023, USD Million
  • TABLE 383 Rest of LAMEA Digital Agriculture Market by Component, 2024 - 2031, USD Million
  • TABLE 384 Key Information - Microsoft Corporation
  • TABLE 385 Key Information - BASF SE
  • TABLE 386 Key Information - Indigo Ag, Inc.
  • TABLE 387 Key Information - AGCO Corporation
  • TABLE 388 Key Information - Wipro Limited
  • TABLE 389 Key Information - Yara International ASA
  • TABLE 390 Key Information - Bayer AG
  • TABLE 391 Key Information - IBM Corporation
  • TABLE 392 Key Information - Trimble, Inc.
  • TABLE 393 Key Information - Deere & Company

LIST OF FIGURES

  • FIG 1 Methodology for the research
  • FIG 2 Global Digital Agriculture Market, 2020 - 2031, USD Million
  • FIG 3 Key Factors Impacting Digital Agriculture Market
  • FIG 4 KBV Cardinal Matrix
  • FIG 5 Market Share Analysis, 2023
  • FIG 6 Key Leading Strategies: Percentage Distribution (2020-2024)
  • FIG 7 Key Strategic Move: (Product Launches and Product Expansions: 2022, Oct - 2025, Feb) Leading Players
  • FIG 8 Porter's Five Forces Analysis - Digital Agriculture Market
  • FIG 9 Global Digital Agriculture Market share by Application, 2023
  • FIG 10 Global Digital Agriculture Market share by Application, 2031
  • FIG 11 Global Digital Agriculture Market by Application, 2020 - 2031, USD Million
  • FIG 12 Global Digital Agriculture Market share by Technology, 2023
  • FIG 13 Global Digital Agriculture Market share by Technology, 2031
  • FIG 14 Global Digital Agriculture Market by Technology, 2020 - 2031, USD Million
  • FIG 15 Global Digital Agriculture Market share by Component, 2023
  • FIG 16 Global Digital Agriculture Market share by Component, 2031
  • FIG 17 Global Digital Agriculture Market by Component, 2020 - 2031, USD Million
  • FIG 18 Global Digital Agriculture Market share by Region, 2023
  • FIG 19 Global Digital Agriculture Market share by Region, 2031
  • FIG 20 Global Digital Agriculture Market by Region, 2020 - 2031, USD Million
  • FIG 21 North America Digital Agriculture Market, 2020 - 2031, USD Million
  • FIG 22 North America Digital Agriculture Market share by Application, 2023
  • FIG 23 North America Digital Agriculture Market share by Application, 2031
  • FIG 24 North America Digital Agriculture Market by Application, 2020 - 2031, USD Million
  • FIG 25 North America Digital Agriculture Market share by Technology, 2023
  • FIG 26 North America Digital Agriculture Market share by Technology, 2031
  • FIG 27 North America Digital Agriculture Market by Technology, 2020 - 2031, USD Million
  • FIG 28 North America Digital Agriculture Market share by Component, 2023
  • FIG 29 North America Digital Agriculture Market share by Component, 2031
  • FIG 30 North America Digital Agriculture Market by Component, 2020 - 2031, USD Million
  • FIG 31 North America Digital Agriculture Market share by Country, 2023
  • FIG 32 North America Digital Agriculture Market share by Country, 2031
  • FIG 33 North America Digital Agriculture Market by Country, 2020 - 2031, USD Million
  • FIG 34 Europe Digital Agriculture Market, 2020 - 2031, USD Million
  • FIG 35 Europe Digital Agriculture Market share by Application, 2023
  • FIG 36 Europe Digital Agriculture Market share by Application, 2031
  • FIG 37 Europe Digital Agriculture Market by Application, 2020 - 2031, USD Million
  • FIG 38 Europe Digital Agriculture Market share by Technology, 2023
  • FIG 39 Europe Digital Agriculture Market share by Technology, 2031
  • FIG 40 Europe Digital Agriculture Market by Technology, 2020 - 2031, USD Million
  • FIG 41 Europe Digital Agriculture Market share by Component, 2023
  • FIG 42 Europe Digital Agriculture Market share by Component, 2031
  • FIG 43 Europe Digital Agriculture Market by Component, 2020 - 2031, USD Million
  • FIG 44 Europe Digital Agriculture Market share by Country, 2023
  • FIG 45 Europe Digital Agriculture Market share by Country, 2031
  • FIG 46 Europe Digital Agriculture Market by Country, 2020 - 2031, USD Million
  • FIG 47 Asia Pacific Digital Agriculture Market, 2020 - 2031, USD Million
  • FIG 48 Asia Pacific Digital Agriculture Market share by Application, 2023
  • FIG 49 Asia Pacific Digital Agriculture Market share by Application, 2031
  • FIG 50 Asia Pacific Digital Agriculture Market by Application, 2020 - 2031, USD Million
  • FIG 51 Asia Pacific Digital Agriculture Market share by Technology, 2023
  • FIG 52 Asia Pacific Digital Agriculture Market share by Technology, 2031
  • FIG 53 Asia Pacific Digital Agriculture Market by Technology, 2020 - 2031, USD Million
  • FIG 54 Asia Pacific Digital Agriculture Market share by Component, 2023
  • FIG 55 Asia Pacific Digital Agriculture Market share by Component, 2031
  • FIG 56 Asia Pacific Digital Agriculture Market by Component, 2020 - 2031, USD Million
  • FIG 57 Asia Pacific Digital Agriculture Market share by Country, 2023
  • FIG 58 Asia Pacific Digital Agriculture Market share by Country, 2031
  • FIG 59 Asia Pacific Digital Agriculture Market by Country, 2020 - 2031, USD Million
  • FIG 60 LAMEA Digital Agriculture Market, 2020 - 2031, USD Million
  • FIG 61 LAMEA Digital Agriculture Market share by Application, 2023
  • FIG 62 LAMEA Digital Agriculture Market share by Application, 2031
  • FIG 63 LAMEA Digital Agriculture Market by Application, 2020 - 2031, USD Million
  • FIG 64 LAMEA Digital Agriculture Market share by Technology, 2023
  • FIG 65 LAMEA Digital Agriculture Market share by Technology, 2031
  • FIG 66 LAMEA Digital Agriculture Market by Technology, 2020 - 2031, USD Million
  • FIG 67 LAMEA Digital Agriculture Market share by Component, 2023
  • FIG 68 LAMEA Digital Agriculture Market share by Component, 2031
  • FIG 69 LAMEA Digital Agriculture Market by Component, 2020 - 2031, USD Million
  • FIG 70 LAMEA Digital Agriculture Market share by Country, 2023
  • FIG 71 LAMEA Digital Agriculture Market share by Country, 2031
  • FIG 72 LAMEA Digital Agriculture Market by Country, 2020 - 2031, USD Million
  • FIG 73 SWOT Analysis: Microsoft Corporation
  • FIG 74 Recent strategies and developments: BASF SE
  • FIG 75 SWOT Analysis: BASF SE
  • FIG 76 Swot Analysis: AGCO Corporation
  • FIG 77 SWOT Analysis: Wipro Limited
  • FIG 78 SWOT Analysis: Yara International ASA
  • FIG 79 Swot Analysis: Bayer AG
  • FIG 80 SWOT Analysis: IBM Corporation
  • FIG 81 Recent strategies and developments: Trimble, Inc.
  • FIG 82 Swot Analysis: Trimble, Inc.
  • FIG 83 SWOT Analysis: Deere & Company
目次

The Global Digital Agriculture Market size is expected to reach $38.16 billion by 2031, rising at a market growth of 9.9% CAGR during the forecast period.

Early technological adoption, a well-established agricultural infrastructure, and significant investments in precision farming and smart agriculture solutions drive the North America segment. Farmers in the U.S. and Canada leverage advanced technologies such as IoT, AI, drones, and automation to enhance productivity, reduce costs, and meet sustainability goals. Thus, the North America segment procured 35% revenue share in the market in 2023. Government initiatives and subsidies encouraging the adoption of digital farming practices, with widespread access to high-speed internet connectivity and strong research and development (R&D) capabilities, have further accelerated market growth in this region.

The major strategies followed by the market participants are product launches as the key developmental strategy to keep pace with the changing demands of end users. For instance, In 2025, February, BASF SE unveiled three farming solutions, including Xarvio Field Manager for Fruits and Veggies, a digital crop optimization platform. BASF integrates seeds, crop protection, and digital intelligence to enhance yield and efficiency. The company aims to expand its support for fruit and vegetable growers worldwide. Additionally, In December, 2024, Bayer AG unveiled FieldView in Mexico, expanding its digital agriculture platform to optimize crop management. Used in 27+ countries, FieldView helps farmers analyze real-time data, improve efficiency, and enhance sustainability. Bayer aims to strengthen Mexican agriculture by maximizing resources and supporting informed decision-making.

Market Growth Factors

Precision farming, also known as precision agriculture, leverages advanced technologies such as Global Positioning System (GPS), Internet of Things (IoT), and Artificial Intelligence (AI) to enhance agricultural practices. Precision farming allows for the optimization of inputs such as water and fertilizers in accordance with specific field conditions through the use of GPS-guided machinery and data analytics. Higher crop yields and more effective use of resources are the outcomes of this. Hence, the benefits of precision farming are augmenting the demand for digital agriculture solutions.

Additionally, by formulating supportive policies, governments can encourage the integration of advanced technologies into agriculture, leading to increased efficiency and sustainability. For instance, a study highlighted that repurposing a small portion of government agricultural spending towards targeted expenditures on research and development (R&D) and incentives for innovation adoption could reduce poverty, lower the cost of healthy diets, and decrease the land required for agriculture. Thus, these factors are supporting the growth of the market.

Market Restraining Factors

The adoption of digital agriculture technologies comes with a significant financial burden, particularly for small and medium-scale farmers. Precision farming tools, IoT-enabled sensors, drones, satellite imaging, and automated irrigation systems are key innovations transforming the agricultural sector. However, these technologies require substantial upfront investments, including hardware, software, installation, and training costs. Unlike traditional farming practices that involve minimal technological infrastructure, digital agriculture demands a shift towards capital-intensive operations, which many farmers find difficult to afford. Hence, the high initial investment cost remains one of the most critical factors hampering the large-scale implementation of digital agriculture technologies.

Component Outlook

Based on component, the market is classified into hardware, software, and service. The hardware segment garnered 41% revenue share in the market in 2023. Equipment such as sensors, drones, automated irrigation systems, and GPS-guided machinery allow farmers to efficiently manage resources, reduce waste, and improve crop yields.

Application Outlook

On the basis of application, the market is divided into precision farming & farm management, livestock monitoring, supply chain management, financial management, and others. The precision farming & farm management segment acquired 29% revenue share in the market in 2023. With growing concerns over food security and sustainability, farmers are adopting precision farming tools to optimize input usage such as water, fertilizers, and pesticides, thereby reducing operational costs and environmental impact.

Technology Outlook

By technology, the market is segmented into AI, drones, IoT, automation, and others. The automation segment garnered 19% revenue share in the market in 2023. Automated machinery, including self-driving tractors, robotic harvesters, and automated irrigation systems, helps farmers perform repetitive tasks more precisely and consistently. Automation reduces operational costs, increases scalability, and enhances efficiency in large-scale farming operations.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The Europe segment acquired 30% revenue share in the market in 2023. The Europe segment is primarily driven by stringent regulations on sustainable farming, environmental conservation, and food safety, which encourage the adoption of digital agriculture technologies. The European Union's policies, including the Common Agricultural Policy (CAP) and the European Green Deal, promote precision farming, data-driven solutions, and eco-friendly agricultural practices.

Recent Strategies Deployed in the Market

  • Feb-2025: BASF SE unveiled three farming solutions, including Xarvio Field Manager for Fruits and Veggies, a digital crop optimization platform. BASF integrates seeds, crop protection, and digital intelligence to enhance yield and efficiency. The company aims to expand its support for fruit and vegetable growers worldwide.
  • Dec-2024: Bayer AG unveiled FieldView in Mexico, expanding its digital agriculture platform to optimize crop management. Used in 27+ countries, FieldView helps farmers analyze real-time data, improve efficiency, and enhance sustainability. Bayer aims to strengthen Mexican agriculture by maximizing resources and supporting informed decision-making.
  • Dec-2024: IBM Corporation in partnership with Texas A&M AgriLife launched SWAT VEXA, an AI-powered virtual assistant for sustainable agriculture. Using Deep Search AI and SWAT modeling, it provides free access to 7,000+ studies and soil-water data, enabling smarter, faster decisions to enhance productivity, resilience, and climate adaptation.
  • Nov-2024: Indigo Ag, Inc. teamed up with Truterra to streamline and expand ag sustainability solutions. They aim to create standardized frameworks, enhance farmer engagement, and simplify program selection. This will focus on carbon credits and Scope 3 programs, ensuring consistency and value for farmers, businesses, and the environment.
  • Apr-2024: AGCO Corporation unveiled PTx, a new precision ag brand integrating Precision Planting and PTx Trimble. PTx offers retrofit and factory-fit solutions for farmers and OEMs, enhancing efficiency and connectivity. Led by Seth Crawford, it promises seamless, farmer-centric technologies to optimize yields, reduce waste, and advance AGCO's tech-driven agricultural transformation.
  • Mar-2024: Bayer AG unveiled a pilot for a GenAI system aimed at enhancing agricultural decision-making. Trained on Bayer's proprietary data and insights, it provides quick, expert answers to complex agronomy and farm management questions. Developed with Microsoft and EY, it aims to democratize agronomic advice, benefiting smallholder farmers globally.
  • Nov-2022: AGCO Corporation unveiled Geo-Bird, a brand-new online application designed to assist farmers worldwide in autonomously designing and refining their machine guiding lines for the Global Navigation Satellite System (GNSS).

List of Key Companies Profiled

  • Microsoft Corporation
  • BASF SE
  • Indigo Ag, Inc.
  • AGCO Corporation
  • Wipro Limited
  • Yara International ASA
  • Bayer AG
  • IBM Corporation
  • Trimble, Inc.
  • Deere & Company

Global Digital Agriculture Market Report Segmentation

By Application

  • Precision Farming & Farm Management
  • Livestock Monitoring
  • Supply Chain Management
  • Financial Management
  • Other Application

By Technology

  • IoT
  • Automation
  • AI
  • Drones
  • Other Technology

By Component

  • Hardware
  • Software
  • Service

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Netherlands
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Digital Agriculture Market, by Application
    • 1.4.2 Global Digital Agriculture Market, by Technology
    • 1.4.3 Global Digital Agriculture Market, by Component
    • 1.4.4 Global Digital Agriculture Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market at a Glance

  • 2.1 Key Highlights

Chapter 3. Market Overview

  • 3.1 Introduction
    • 3.1.1 Overview
      • 3.1.1.1 Market Composition and Scenario
  • 3.2 Key Factors Impacting the Market
    • 3.2.1 Market Drivers
    • 3.2.2 Market Restraints
    • 3.2.3 Market Opportunities
    • 3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global

  • 4.1 KBV Cardinal Matrix
  • 4.2 Recent Industry Wide Strategic Developments
    • 4.2.1 Partnerships, Collaborations and Agreements
    • 4.2.2 Product Launches and Product Expansions
    • 4.2.3 Acquisition and Mergers
  • 4.3 Market Share Analysis, 2023
  • 4.4 Top Winning Strategies
    • 4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
    • 4.4.2 Key Strategic Move: (Product Launches and Product Expansions: 2022, Oct - 2025, Feb) Leading Players
  • 4.5 Porter Five Forces Analysis

Chapter 5. Global Digital Agriculture Market by Application

  • 5.1 Global Precision Farming & Farm Management Market by Region
  • 5.2 Global Livestock Monitoring Market by Region
  • 5.3 Global Supply Chain Management Market by Region
  • 5.4 Global Financial Management Market by Region
  • 5.5 Global Other Application Market by Region

Chapter 6. Global Digital Agriculture Market by Technology

  • 6.1 Global IoT Market by Region
  • 6.2 Global Automation Market by Region
  • 6.3 Global AI Market by Region
  • 6.4 Global Drones Market by Region
  • 6.5 Global Other Technology Market by Region

Chapter 7. Global Digital Agriculture Market by Component

  • 7.1 Global Hardware Market by Region
  • 7.2 Global Software Market by Region
  • 7.3 Global Service Market by Region

Chapter 8. Global Digital Agriculture Market by Region

  • 8.1 North America Digital Agriculture Market
    • 8.1.1 North America Digital Agriculture Market by Application
      • 8.1.1.1 North America Precision Farming & Farm Management Market by Region
      • 8.1.1.2 North America Livestock Monitoring Market by Region
      • 8.1.1.3 North America Supply Chain Management Market by Region
      • 8.1.1.4 North America Financial Management Market by Region
      • 8.1.1.5 North America Other Application Market by Region
    • 8.1.2 North America Digital Agriculture Market by Technology
      • 8.1.2.1 North America IoT Market by Country
      • 8.1.2.2 North America Automation Market by Country
      • 8.1.2.3 North America AI Market by Country
      • 8.1.2.4 North America Drones Market by Country
      • 8.1.2.5 North America Other Technology Market by Country
    • 8.1.3 North America Digital Agriculture Market by Component
      • 8.1.3.1 North America Hardware Market by Country
      • 8.1.3.2 North America Software Market by Country
      • 8.1.3.3 North America Service Market by Country
    • 8.1.4 North America Digital Agriculture Market by Country
      • 8.1.4.1 US Digital Agriculture Market
        • 8.1.4.1.1 US Digital Agriculture Market by Application
        • 8.1.4.1.2 US Digital Agriculture Market by Technology
        • 8.1.4.1.3 US Digital Agriculture Market by Component
      • 8.1.4.2 Canada Digital Agriculture Market
        • 8.1.4.2.1 Canada Digital Agriculture Market by Application
        • 8.1.4.2.2 Canada Digital Agriculture Market by Technology
        • 8.1.4.2.3 Canada Digital Agriculture Market by Component
      • 8.1.4.3 Mexico Digital Agriculture Market
        • 8.1.4.3.1 Mexico Digital Agriculture Market by Application
        • 8.1.4.3.2 Mexico Digital Agriculture Market by Technology
        • 8.1.4.3.3 Mexico Digital Agriculture Market by Component
      • 8.1.4.4 Rest of North America Digital Agriculture Market
        • 8.1.4.4.1 Rest of North America Digital Agriculture Market by Application
        • 8.1.4.4.2 Rest of North America Digital Agriculture Market by Technology
        • 8.1.4.4.3 Rest of North America Digital Agriculture Market by Component
  • 8.2 Europe Digital Agriculture Market
    • 8.2.1 Europe Digital Agriculture Market by Application
      • 8.2.1.1 Europe Precision Farming & Farm Management Market by Country
      • 8.2.1.2 Europe Livestock Monitoring Market by Country
      • 8.2.1.3 Europe Supply Chain Management Market by Country
      • 8.2.1.4 Europe Financial Management Market by Country
      • 8.2.1.5 Europe Other Application Market by Country
    • 8.2.2 Europe Digital Agriculture Market by Technology
      • 8.2.2.1 Europe IoT Market by Country
      • 8.2.2.2 Europe Automation Market by Country
      • 8.2.2.3 Europe AI Market by Country
      • 8.2.2.4 Europe Drones Market by Country
      • 8.2.2.5 Europe Other Technology Market by Country
    • 8.2.3 Europe Digital Agriculture Market by Component
      • 8.2.3.1 Europe Hardware Market by Country
      • 8.2.3.2 Europe Software Market by Country
      • 8.2.3.3 Europe Service Market by Country
    • 8.2.4 Europe Digital Agriculture Market by Country
      • 8.2.4.1 Germany Digital Agriculture Market
        • 8.2.4.1.1 Germany Digital Agriculture Market by Application
        • 8.2.4.1.2 Germany Digital Agriculture Market by Technology
        • 8.2.4.1.3 Germany Digital Agriculture Market by Component
      • 8.2.4.2 UK Digital Agriculture Market
        • 8.2.4.2.1 UK Digital Agriculture Market by Application
        • 8.2.4.2.2 UK Digital Agriculture Market by Technology
        • 8.2.4.2.3 UK Digital Agriculture Market by Component
      • 8.2.4.3 France Digital Agriculture Market
        • 8.2.4.3.1 France Digital Agriculture Market by Application
        • 8.2.4.3.2 France Digital Agriculture Market by Technology
        • 8.2.4.3.3 France Digital Agriculture Market by Component
      • 8.2.4.4 Russia Digital Agriculture Market
        • 8.2.4.4.1 Russia Digital Agriculture Market by Application
        • 8.2.4.4.2 Russia Digital Agriculture Market by Technology
        • 8.2.4.4.3 Russia Digital Agriculture Market by Component
      • 8.2.4.5 Spain Digital Agriculture Market
        • 8.2.4.5.1 Spain Digital Agriculture Market by Application
        • 8.2.4.5.2 Spain Digital Agriculture Market by Technology
        • 8.2.4.5.3 Spain Digital Agriculture Market by Component
      • 8.2.4.6 Netherlands Digital Agriculture Market
        • 8.2.4.6.1 Netherlands Digital Agriculture Market by Application
        • 8.2.4.6.2 Netherlands Digital Agriculture Market by Technology
        • 8.2.4.6.3 Netherlands Digital Agriculture Market by Component
      • 8.2.4.7 Rest of Europe Digital Agriculture Market
        • 8.2.4.7.1 Rest of Europe Digital Agriculture Market by Application
        • 8.2.4.7.2 Rest of Europe Digital Agriculture Market by Technology
        • 8.2.4.7.3 Rest of Europe Digital Agriculture Market by Component
  • 8.3 Asia Pacific Digital Agriculture Market
    • 8.3.1 Asia Pacific Digital Agriculture Market by Application
      • 8.3.1.1 Asia Pacific Precision Farming & Farm Management Market by Country
      • 8.3.1.2 Asia Pacific Livestock Monitoring Market by Country
      • 8.3.1.3 Asia Pacific Supply Chain Management Market by Country
      • 8.3.1.4 Asia Pacific Financial Management Market by Country
      • 8.3.1.5 Asia Pacific Other Application Market by Country
    • 8.3.2 Asia Pacific Digital Agriculture Market by Technology
      • 8.3.2.1 Asia Pacific IoT Market by Country
      • 8.3.2.2 Asia Pacific Automation Market by Country
      • 8.3.2.3 Asia Pacific AI Market by Country
      • 8.3.2.4 Asia Pacific Drones Market by Country
      • 8.3.2.5 Asia Pacific Other Technology Market by Country
    • 8.3.3 Asia Pacific Digital Agriculture Market by Component
      • 8.3.3.1 Asia Pacific Hardware Market by Country
      • 8.3.3.2 Asia Pacific Software Market by Country
      • 8.3.3.3 Asia Pacific Service Market by Country
    • 8.3.4 Asia Pacific Digital Agriculture Market by Country
      • 8.3.4.1 China Digital Agriculture Market
        • 8.3.4.1.1 China Digital Agriculture Market by Application
        • 8.3.4.1.2 China Digital Agriculture Market by Technology
        • 8.3.4.1.3 China Digital Agriculture Market by Component
      • 8.3.4.2 Japan Digital Agriculture Market
        • 8.3.4.2.1 Japan Digital Agriculture Market by Application
        • 8.3.4.2.2 Japan Digital Agriculture Market by Technology
        • 8.3.4.2.3 Japan Digital Agriculture Market by Component
      • 8.3.4.3 India Digital Agriculture Market
        • 8.3.4.3.1 India Digital Agriculture Market by Application
        • 8.3.4.3.2 India Digital Agriculture Market by Technology
        • 8.3.4.3.3 India Digital Agriculture Market by Component
      • 8.3.4.4 South Korea Digital Agriculture Market
        • 8.3.4.4.1 South Korea Digital Agriculture Market by Application
        • 8.3.4.4.2 South Korea Digital Agriculture Market by Technology
        • 8.3.4.4.3 South Korea Digital Agriculture Market by Component
      • 8.3.4.5 Australia Digital Agriculture Market
        • 8.3.4.5.1 Australia Digital Agriculture Market by Application
        • 8.3.4.5.2 Australia Digital Agriculture Market by Technology
        • 8.3.4.5.3 Australia Digital Agriculture Market by Component
      • 8.3.4.6 Malaysia Digital Agriculture Market
        • 8.3.4.6.1 Malaysia Digital Agriculture Market by Application
        • 8.3.4.6.2 Malaysia Digital Agriculture Market by Technology
        • 8.3.4.6.3 Malaysia Digital Agriculture Market by Component
      • 8.3.4.7 Rest of Asia Pacific Digital Agriculture Market
        • 8.3.4.7.1 Rest of Asia Pacific Digital Agriculture Market by Application
        • 8.3.4.7.2 Rest of Asia Pacific Digital Agriculture Market by Technology
        • 8.3.4.7.3 Rest of Asia Pacific Digital Agriculture Market by Component
  • 8.4 LAMEA Digital Agriculture Market
    • 8.4.1 LAMEA Digital Agriculture Market by Application
      • 8.4.1.1 LAMEA Precision Farming & Farm Management Market by Country
      • 8.4.1.2 LAMEA Livestock Monitoring Market by Country
      • 8.4.1.3 LAMEA Supply Chain Management Market by Country
      • 8.4.1.4 LAMEA Financial Management Market by Country
      • 8.4.1.5 LAMEA Other Application Market by Country
    • 8.4.2 LAMEA Digital Agriculture Market by Technology
      • 8.4.2.1 LAMEA IoT Market by Country
      • 8.4.2.2 LAMEA Automation Market by Country
      • 8.4.2.3 LAMEA AI Market by Country
      • 8.4.2.4 LAMEA Drones Market by Country
      • 8.4.2.5 LAMEA Other Technology Market by Country
    • 8.4.3 LAMEA Digital Agriculture Market by Component
      • 8.4.3.1 LAMEA Hardware Market by Country
      • 8.4.3.2 LAMEA Software Market by Country
      • 8.4.3.3 LAMEA Service Market by Country
    • 8.4.4 LAMEA Digital Agriculture Market by Country
      • 8.4.4.1 Brazil Digital Agriculture Market
        • 8.4.4.1.1 Brazil Digital Agriculture Market by Application
        • 8.4.4.1.2 Brazil Digital Agriculture Market by Technology
        • 8.4.4.1.3 Brazil Digital Agriculture Market by Component
      • 8.4.4.2 Argentina Digital Agriculture Market
        • 8.4.4.2.1 Argentina Digital Agriculture Market by Application
        • 8.4.4.2.2 Argentina Digital Agriculture Market by Technology
        • 8.4.4.2.3 Argentina Digital Agriculture Market by Component
      • 8.4.4.3 UAE Digital Agriculture Market
        • 8.4.4.3.1 UAE Digital Agriculture Market by Application
        • 8.4.4.3.2 UAE Digital Agriculture Market by Technology
        • 8.4.4.3.3 UAE Digital Agriculture Market by Component
      • 8.4.4.4 Saudi Arabia Digital Agriculture Market
        • 8.4.4.4.1 Saudi Arabia Digital Agriculture Market by Application
        • 8.4.4.4.2 Saudi Arabia Digital Agriculture Market by Technology
        • 8.4.4.4.3 Saudi Arabia Digital Agriculture Market by Component
      • 8.4.4.5 South Africa Digital Agriculture Market
        • 8.4.4.5.1 South Africa Digital Agriculture Market by Application
        • 8.4.4.5.2 South Africa Digital Agriculture Market by Technology
        • 8.4.4.5.3 South Africa Digital Agriculture Market by Component
      • 8.4.4.6 Nigeria Digital Agriculture Market
        • 8.4.4.6.1 Nigeria Digital Agriculture Market by Application
        • 8.4.4.6.2 Nigeria Digital Agriculture Market by Technology
        • 8.4.4.6.3 Nigeria Digital Agriculture Market by Component
      • 8.4.4.7 Rest of LAMEA Digital Agriculture Market
        • 8.4.4.7.1 Rest of LAMEA Digital Agriculture Market by Application
        • 8.4.4.7.2 Rest of LAMEA Digital Agriculture Market by Technology
        • 8.4.4.7.3 Rest of LAMEA Digital Agriculture Market by Component

Chapter 9. Company Profiles

  • 9.1 Microsoft Corporation
    • 9.1.1 Company Overview
    • 9.1.2 Financial Analysis
    • 9.1.3 Segmental and Regional Analysis
    • 9.1.4 Research & Development Expenses
    • 9.1.5 SWOT Analysis
  • 9.2 BASF SE
    • 9.2.1 Company Overview
    • 9.2.2 Financial Analysis
    • 9.2.3 Segmental and Regional Analysis
    • 9.2.4 Research & Development Expense
    • 9.2.5 Recent strategies and developments:
      • 9.2.5.1 Product Launches and Product Expansions:
      • 9.2.5.2 Acquisition and Mergers:
    • 9.2.6 SWOT Analysis
  • 9.3 Indigo Ag, Inc.
    • 9.3.1 Company Overview
    • 9.3.2 Recent strategies and developments:
      • 9.3.2.1 Partnerships, Collaborations, and Agreements:
  • 9.4 AGCO Corporation
    • 9.4.1 Company Overview
    • 9.4.2 Financial Analysis
    • 9.4.3 Segmental Analysis
    • 9.4.4 Research & Development Expenses
    • 9.4.5 Recent strategies and developments:
      • 9.4.5.1 Product Launches and Product Expansions:
    • 9.4.6 SWOT Analysis
  • 9.5 Wipro Limited
    • 9.5.1 Company Overview
    • 9.5.2 Financial Analysis
    • 9.5.3 Segmental and Regional Analysis
    • 9.5.4 Research & Development Expenses
    • 9.5.5 SWOT Analysis
  • 9.6 Yara International ASA
    • 9.6.1 Company Overview
    • 9.6.2 Financial Analysis
    • 9.6.3 Segmental and Regional Analysis
    • 9.6.4 Research & Development Expenses
    • 9.6.5 SWOT Analysis
  • 9.7 Bayer AG
    • 9.7.1 Company Overview
    • 9.7.2 Financial Analysis
    • 9.7.3 Segmental and Regional Analysis
    • 9.7.4 Research & Development Expense
    • 9.7.5 Recent strategies and developments:
      • 9.7.5.1 Product Launches and Product Expansions:
    • 9.7.6 SWOT Analysis
  • 9.8 IBM Corporation
    • 9.8.1 Company Overview
    • 9.8.2 Financial Analysis
    • 9.8.3 Regional & Segmental Analysis
    • 9.8.4 Research & Development Expenses
    • 9.8.5 Recent strategies and developments:
      • 9.8.5.1 Partnerships, Collaborations, and Agreements:
    • 9.8.6 SWOT Analysis
  • 9.9 Trimble, Inc.
    • 9.9.1 Company Overview
    • 9.9.2 Financial Analysis
    • 9.9.3 Segmental and Regional Analysis
    • 9.9.4 Research & Development Expenses
    • 9.9.5 Recent strategies and developments:
      • 9.9.5.1 Partnerships, Collaborations, and Agreements:
      • 9.9.5.2 Product Launches and Product Expansions:
    • 9.9.6 SWOT Analysis
  • 9.10. Deere & Company
    • 9.10.1 Company Overview
    • 9.10.2 Financial Analysis
    • 9.10.3 Segmental and Regional Analysis
    • 9.10.4 Research & Development Expenses
    • 9.10.5 SWOT Analysis

Chapter 10. Winning Imperatives of Digital Agriculture Market