デジタル農業市場：タイプ、デプロイメント、アプリケーション別-2025-2030年の世界予測

デジタル農業市場は、2023年に198億8,000万米ドルと評価され、2024年には218億5,000万米ドルに達すると予測され、CAGR 10.43％で成長し、2030年には398億4,000万米ドルに達すると予測されています。

デジタル農業は、生産性、持続可能性、効率を向上させ、農法に革命を起こすためのデータ集約的技術の使用を包含します。IoTデバイス、AI、機械学習、リモートセンシングなどのツールを取り入れ、データを分析し、プロセスを自動化し、精密農業を可能にします。デジタル農業の必要性は、世界人口の増加、気候変動、資源不足、持続可能な農法の必要性などの課題から生じています。その用途は、作物モニタリング、土壌管理、予測分析、家畜管理など多岐にわたる。最終用途は、農家、農協、食品会社、政府機関など、さまざまな利害関係者に及んでいます。

市場成長は、技術の進歩、スマート農業技術の採用増加、持続可能な農業を奨励する政府の支援政策などの要因に影響されます。さらに、高品質の食品に対する需要と環境フットプリントを削減する圧力が相まって、デジタル農業の採用をさらに後押ししています。新たなビジネスチャンスは、透明なサプライチェーンのためのブロックチェーンの統合、意思決定の強化のためのAIの活用、精密農業技術の世界の拡大にあります。企業はR&Dに投資し、ハイテク企業と戦略的パートナーシップを結ぶことで、こうした動向を活用することができます。

しかし、いくつかの課題が市場の成長を妨げています。初期投資コストの高さ、農村部におけるデジタルインフラの不足、データ・プライバシーの問題などです。さらに、研修や認識の不足による農家の新技術導入への抵抗も、大きなハードルとなり得る。

この分野におけるイノベーションは、小規模農家向けに調整された手頃な価格の技術の開発、データの相互運用性基準の強化、強固なサイバーセキュリティの枠組みの構築に焦点を当てることができます。機械学習主導の予測分析や自律型機械などの調査分野は、新たな効率性と生産性レベルを引き出すことができます。市場の性質は非常にダイナミックで、絶え間ない技術の進歩が農業慣行を再構築しています。利害関係者は、デジタル農業における将来の成長を促進するために、持続可能性と拡張性の課題に対処しながら、技術シフトを機敏に捉える必要があります。

市場力学：急速に進化するデジタル農業市場の主要市場インサイトを公開

デジタル農業市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的決定の精緻化、そして新たなビジネスチャンスの獲得に備えることができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができ、また、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • 人口増加に伴う農業生産需要の増加
  • 精密農業技術による農業へのアプローチの増加
  • 農業改善のための植物の病気検出への注力
• 市場抑制要因
  • 農家の技術導入への消極性
• 市場機会
  • 農業向けIoT、機械学習、AIなどのデジタル技術の進歩
  • 農業にデジタル化を導入するための政府によるイニシアチブの利用可能性の増加
• 市場の課題
  • データ管理に関する懸念の高まり

ポーターのファイブフォース：デジタル農業市場をナビゲートする戦略ツール

ポーターのファイブフォース」フレームワークは、市場情勢の競合情勢を把握するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することで、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：デジタル農業市場における外部からの影響の把握

外部マクロ環境要因は、デジタル農業市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析デジタル農業市場における競合情勢の把握

デジタル農業市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックスデジタル農業市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、デジタル農業市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨デジタル農業市場における成功への道筋を描く

デジタル農業市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を見直すことで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 人口増加による農業生産の需要増加
    • 農業への精密農業技術の導入拡大
    • 農業の改善のために植物の病気検出に焦点を当てる
  • 抑制要因
    • 農家の技術導入への消極的姿勢
  • 機会
    • 農業におけるIoT、機械学習、AIなどのデジタル技術の進歩
    • 農業におけるデジタル化を導入するための政府による取り組みの増加
  • 課題
    • データ管理に関する懸念の高まり
• 市場セグメンテーション分析
  • タイプ：デジタル農業サービスへの関心の高まり
  • 導入：運用の柔軟性を向上させるクラウド導入の進歩
  • 応用：デジタルソリューションを使用した土壌モニタリングの改善
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 デジタル農業市場：タイプ別

• ハードウェア
  • 自動化および制御システム
  • センシング＆モニタリングデバイス
• サービス
• ソフトウェア

第7章 デジタル農業市場：展開別

• クラウド
• オンプレミス

第8章 デジタル農業市場：用途別

• 作物スカウティング
• フィールドマッピング
• 土壌モニタリング
• 変動金利アプリケーション
• 収量モニタリング

第9章 南北アメリカのデジタル農業市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第10章 アジア太平洋地域のデジタル農業市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第11章 欧州・中東・アフリカのデジタル農業市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第12章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
  • BarchartとAgVisionがデジタル農業の統合パートナーシップを発表
  • コパ・コジェカとESAが持続可能な未来を確保するためのパートナーシップを開始
  • BASF、デジタル農業技術へのアクセスと利用拡大を目指し、ブラジルで新たなXarvio Agro Expertsプログラムを開始
• 戦略分析と提言

企業一覧

• Accenture PLC
• AGCO Corporation
• AgGateway
• Agreena ApS
• AgriWebb Pty Ltd.
• AKVA group ASA
• Arable Labs, Inc.
• BASF SE
• Bayer AG
• Ceres Imaging, Inc.
• Cisco Systems, Inc.
• CropX Technologies Ltd.
• Deere & Company
• DeLaval by Tetra Laval Group
• DTN, LLC
• Epicor Software Corporation
• Eurofins Scientific
• Farmers Business Network, Inc.
• Farmers Edge Inc.
• Gamaya by Mahindra & Mahindra
• Hexagon AB
• International Business Machines Corporation
• Microsoft Corporation
• PrecisionHawk, Inc. by Field Group
• Raven Industries, Inc. by CNH Industrial N.V.
• Small Robot Company
• Syngenta Crop Protection AG
• SZ DJI Technology Co., Ltd.
• Taranis Visual Ltd.
• TELUS
• Trimble Inc.
• Vodafone Group PLC

LIST OF FIGURES

• FIGURE 1. DIGITAL AGRICULTURE MARKET RESEARCH PROCESS
• FIGURE 2. DIGITAL AGRICULTURE MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 13. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 15. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 19. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. DIGITAL AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 21. DIGITAL AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. DIGITAL AGRICULTURE MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. DIGITAL AGRICULTURE MARKET DYNAMICS
• TABLE 7. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AUTOMATION & CONTROL SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SENSING & MONITORING DEVICE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP SCOUTING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD MAPPING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOIL MONITORING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY VARIABLE RATE APPLICATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY YIELD MONITORING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 24. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 25. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 26. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 27. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 28. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 29. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 30. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 31. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 32. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 33. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 34. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 35. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 36. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 37. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 38. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 39. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 40. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 41. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 42. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 43. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 44. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 45. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 46. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 47. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 48. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 49. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 50. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 51. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 52. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 53. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 54. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 55. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 56. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 57. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 58. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 59. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 60. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 61. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 62. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 63. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 64. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 65. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 66. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 67. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 68. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 69. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 70. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 71. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 72. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 73. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 74. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 75. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 76. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 77. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 78. PHILIPPINES DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 79. PHILIPPINES DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 80. PHILIPPINES DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 81. PHILIPPINES DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 82. SINGAPORE DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 83. SINGAPORE DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 84. SINGAPORE DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 85. SINGAPORE DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 86. SOUTH KOREA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 87. SOUTH KOREA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 88. SOUTH KOREA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 89. SOUTH KOREA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 90. TAIWAN DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 91. TAIWAN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 92. TAIWAN DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 93. TAIWAN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 94. THAILAND DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 95. THAILAND DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 96. THAILAND DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 97. THAILAND DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 98. VIETNAM DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 99. VIETNAM DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 100. VIETNAM DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 101. VIETNAM DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 102. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 103. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 104. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 105. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 106. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 107. DENMARK DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 108. DENMARK DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 109. DENMARK DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 110. DENMARK DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 111. EGYPT DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 112. EGYPT DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 113. EGYPT DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 114. EGYPT DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 115. FINLAND DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 116. FINLAND DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 117. FINLAND DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 118. FINLAND DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 119. FRANCE DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 120. FRANCE DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 121. FRANCE DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 122. FRANCE DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 123. GERMANY DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 124. GERMANY DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 125. GERMANY DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 126. GERMANY DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 127. ISRAEL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 128. ISRAEL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 129. ISRAEL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 130. ISRAEL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 131. ITALY DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 132. ITALY DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 133. ITALY DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 134. ITALY DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 135. NETHERLANDS DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 136. NETHERLANDS DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 137. NETHERLANDS DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 138. NETHERLANDS DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 139. NIGERIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 140. NIGERIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 141. NIGERIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 142. NIGERIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 143. NORWAY DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 144. NORWAY DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 145. NORWAY DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 146. NORWAY DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 147. POLAND DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 148. POLAND DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 149. POLAND DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 150. POLAND DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 151. QATAR DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 152. QATAR DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 153. QATAR DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 154. QATAR DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 155. RUSSIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 156. RUSSIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 157. RUSSIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 158. RUSSIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 159. SAUDI ARABIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 160. SAUDI ARABIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 161. SAUDI ARABIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 162. SAUDI ARABIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 163. SOUTH AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 164. SOUTH AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 165. SOUTH AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 166. SOUTH AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 167. SPAIN DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 168. SPAIN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 169. SPAIN DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 170. SPAIN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 171. SWEDEN DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 172. SWEDEN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 173. SWEDEN DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 174. SWEDEN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 175. SWITZERLAND DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 176. SWITZERLAND DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 177. SWITZERLAND DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 178. SWITZERLAND DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 179. TURKEY DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 180. TURKEY DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 181. TURKEY DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 182. TURKEY DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 183. UNITED ARAB EMIRATES DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 184. UNITED ARAB EMIRATES DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 185. UNITED ARAB EMIRATES DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 186. UNITED ARAB EMIRATES DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 187. UNITED KINGDOM DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 188. UNITED KINGDOM DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 189. UNITED KINGDOM DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 190. UNITED KINGDOM DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 191. DIGITAL AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 192. DIGITAL AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2023

The Digital Agriculture Market was valued at USD 19.88 billion in 2023, expected to reach USD 21.85 billion in 2024, and is projected to grow at a CAGR of 10.43%, to USD 39.84 billion by 2030.

Digital agriculture encompasses the use of data-intensive technologies to revolutionize farming practices, enhancing productivity, sustainability, and efficiency. It incorporates tools like IoT devices, AI, machine learning, and remote sensing to analyze data, automate processes, and enable precision farming. The necessity of digital agriculture arises from challenges such as the growing global population, climate change, resource scarcity, and the need for sustainable farming practices. Its applications are vast, including crop monitoring, soil management, predictive analysis, and livestock management. End-use scope extends across various stakeholders, including farmers, agricultural cooperatives, food companies, and governmental bodies.

Market growth is influenced by factors such as advancements in technology, increasing adoption of smart farming techniques, and supportive governmental policies encouraging sustainable agriculture. Additionally, the demand for high-quality food products, coupled with the pressure to reduce environmental footprints, further drives digital agriculture adoption. Emerging opportunities lie in integrating blockchain for transparent supply chains, leveraging AI for enhanced decision-making, and expanding precision farming techniques globally. Firms can capitalize on these trends by investing in R&D and forging strategic partnerships with tech companies.

However, several challenges impede market growth. These include high initial investment costs, lack of digital infrastructure in rural areas, and data privacy issues. Additionally, farmers' resistance to adopt new technologies due to lack of training and awareness can be a significant hurdle.

Innovation in this domain can focus on developing affordable technologies tailored for small-scale farmers, enhancing data interoperability standards, and creating robust cybersecurity frameworks. Research areas such as machine learning-driven predictive analytics and autonomous machinery can unlock new efficiencies and productivity levels. The market's nature is highly dynamic, with continuous technological advancements reshaping agricultural practices. Stakeholders need to be agile, capturing technological shifts while addressing sustainability and scalability challenges, to drive future growth in digital agriculture.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Digital Agriculture Market

The Digital Agriculture Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Rising demand for agricultural production owing to increasing population
  • Increase approach of precision agriculture techniques to farming
  • Focus on disease detection in plants to improve farming
• Market Restraints
  • Reluctance of farmers to adopt technology
• Market Opportunities
  • Advancement of digital technologies such as IoT, machine learning, and AI for agriculture
  • Increase in availability of initiatives by the government to adopt digitalization in agriculture
• Market Challenges
  • Growing concern regarding data management

Porter's Five Forces: A Strategic Tool for Navigating the Digital Agriculture Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Digital Agriculture Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Digital Agriculture Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Digital Agriculture Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Digital Agriculture Market

A detailed market share analysis in the Digital Agriculture Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Digital Agriculture Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Digital Agriculture Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Digital Agriculture Market

A strategic analysis of the Digital Agriculture Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Digital Agriculture Market, highlighting leading vendors and their innovative profiles. These include Accenture PLC, AGCO Corporation, AgGateway, Agreena ApS, AgriWebb Pty Ltd., AKVA group ASA, Arable Labs, Inc., BASF SE, Bayer AG, Ceres Imaging, Inc., Cisco Systems, Inc., CropX Technologies Ltd., Deere & Company, DeLaval by Tetra Laval Group, DTN, LLC, Epicor Software Corporation, Eurofins Scientific, Farmers Business Network, Inc., Farmers Edge Inc., Gamaya by Mahindra & Mahindra, Hexagon AB, International Business Machines Corporation, Microsoft Corporation, PrecisionHawk, Inc. by Field Group, Raven Industries, Inc. by CNH Industrial N.V., Small Robot Company, Syngenta Crop Protection AG, SZ DJI Technology Co., Ltd., Taranis Visual Ltd., TELUS, Trimble Inc., and Vodafone Group PLC.

Market Segmentation & Coverage

This research report categorizes the Digital Agriculture Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Type, market is studied across Hardware, Service, and Software. The Hardware is further studied across Automation & Control Systems and Sensing & Monitoring Device.
• Based on Deployment, market is studied across Cloud and On-premises.
• Based on Application, market is studied across Crop Scouting, Field Mapping, Soil Monitoring, Variable Rate Application, and Yield Monitoring.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Rising demand for agricultural production owing to increasing population
    • 5.1.1.2. Increase approach of precision agriculture techniques to farming
    • 5.1.1.3. Focus on disease detection in plants to improve farming
  • 5.1.2. Restraints
    • 5.1.2.1. Reluctance of farmers to adopt technology
  • 5.1.3. Opportunities
    • 5.1.3.1. Advancement of digital technologies such as IoT, machine learning, and AI for agriculture
    • 5.1.3.2. Increase in availability of initiatives by the government to adopt digitalization in agriculture
  • 5.1.4. Challenges
    • 5.1.4.1. Growing concern regarding data management
• 5.2. Market Segmentation Analysis
  • 5.2.1. Type: Rising inclination towards digital agriculture services
  • 5.2.2. Deployment: Advances of on cloud deployment for improved operational flexibility
  • 5.2.3. Application: Improvements in soil monitoring using digital solutions
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Digital Agriculture Market, by Type

• 6.1. Introduction
• 6.2. Hardware
  • 6.2.1. Automation & Control Systems
  • 6.2.2. Sensing & Monitoring Device
• 6.3. Service
• 6.4. Software

7. Digital Agriculture Market, by Deployment

• 7.1. Introduction
• 7.2. Cloud
• 7.3. On-premises

8. Digital Agriculture Market, by Application

• 8.1. Introduction
• 8.2. Crop Scouting
• 8.3. Field Mapping
• 8.4. Soil Monitoring
• 8.5. Variable Rate Application
• 8.6. Yield Monitoring

9. Americas Digital Agriculture Market

• 9.1. Introduction
• 9.2. Argentina
• 9.3. Brazil
• 9.4. Canada
• 9.5. Mexico
• 9.6. United States

10. Asia-Pacific Digital Agriculture Market

• 10.1. Introduction
• 10.2. Australia
• 10.3. China
• 10.4. India
• 10.5. Indonesia
• 10.6. Japan
• 10.7. Malaysia
• 10.8. Philippines
• 10.9. Singapore
• 10.10. South Korea
• 10.11. Taiwan
• 10.12. Thailand
• 10.13. Vietnam

11. Europe, Middle East & Africa Digital Agriculture Market

• 11.1. Introduction
• 11.2. Denmark
• 11.3. Egypt
• 11.4. Finland
• 11.5. France
• 11.6. Germany
• 11.7. Israel
• 11.8. Italy
• 11.9. Netherlands
• 11.10. Nigeria
• 11.11. Norway
• 11.12. Poland
• 11.13. Qatar
• 11.14. Russia
• 11.15. Saudi Arabia
• 11.16. South Africa
• 11.17. Spain
• 11.18. Sweden
• 11.19. Switzerland
• 11.20. Turkey
• 11.21. United Arab Emirates
• 11.22. United Kingdom

12. Competitive Landscape

• 12.1. Market Share Analysis, 2023
• 12.2. FPNV Positioning Matrix, 2023
• 12.3. Competitive Scenario Analysis
  • 12.3.1. Barchart and AgVision Announce Integration Partnership For Digital Agriculture
  • 12.3.2. Copa-Cogeca and ESA Launch Partnership to Secure The Future of Sustainable and Digital Agriculture
  • 12.3.3. BASF Launches New Xarvio Agro Experts Program In Brazil To Increase Access And Use Of Digital Farming Technologies
• 12.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Accenture PLC
• 2. AGCO Corporation
• 3. AgGateway
• 4. Agreena ApS
• 5. AgriWebb Pty Ltd.
• 6. AKVA group ASA
• 7. Arable Labs, Inc.
• 8. BASF SE
• 9. Bayer AG
• 10. Ceres Imaging, Inc.
• 11. Cisco Systems, Inc.
• 12. CropX Technologies Ltd.
• 13. Deere & Company
• 14. DeLaval by Tetra Laval Group
• 15. DTN, LLC
• 16. Epicor Software Corporation
• 17. Eurofins Scientific
• 18. Farmers Business Network, Inc.
• 19. Farmers Edge Inc.
• 20. Gamaya by Mahindra & Mahindra
• 21. Hexagon AB
• 22. International Business Machines Corporation
• 23. Microsoft Corporation
• 24. PrecisionHawk, Inc. by Field Group
• 25. Raven Industries, Inc. by CNH Industrial N.V.
• 26. Small Robot Company
• 27. Syngenta Crop Protection AG
• 28. SZ DJI Technology Co., Ltd.
• 29. Taranis Visual Ltd.
• 30. TELUS
• 31. Trimble Inc.
• 32. Vodafone Group PLC