サンプル依頼リスト カート
  • English
  • Korean
  • Traditional Chinese
  • Simplified Chinese
デフォルト表紙
市場調査レポート
商品コード
1435174

農業における人工知能市場：提供、技術、展開、用途別-2024-2030年の世界予測

Artificial Intelligence in Agriculture Market by Offering (Hardware, Services, Software), Technology (Computer Vision, Machine Learning, Predictive Analytics), Deployment, Application - Global Forecast 2024-2030
出版日: | 発行: 360iResearch | ページ情報: 英文 186 Pages | 納期: 即日から翌営業日

● お客様のご希望に応じて、既存データの加工や未掲載情報（例：国別セグメント）の追加などの対応が可能です。　 詳細はお問い合わせください。

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=155.86円
農業における人工知能市場：提供、技術、展開、用途別-2024-2030年の世界予測
出版日: 2024年01月15日
発行: 360iResearch
ページ情報: 英文 186 Pages
納期: 即日から翌営業日
ご注意事項 :
本レポートは最新情報反映のため適宜更新し、内容構成変更を行う場合があります。ご検討の際はお問い合わせください。
  • 全表示
  • 概要
  • 図表
  • 目次
概要

農業における人工知能市場規模は2023年に22億5,000万米ドルと推計され、2024年には27億3,000万米ドルに達し、CAGR 22.45%で2030年には92億9,000万米ドルに達すると予測されます。

農業における人工知能の世界市場

主な市場の統計
基準年[2023］ 22億5,000万米ドル
予測年[2024］ 27億3,000万米ドル
予測年 [2030] 92億9,000万米ドル
CAGR（%） 22.45%
農業における人工知能 Market-IMG1

人工知能（AI）技術は農業セクター全体で著しく成長しており、農家が雑草の検出や収量の検出など様々なパラメーターを決定し、生産・作業プロセスを最適化するのに役立てています。これらのAI技術により、農家は農薬処理、灌漑、施肥が必要な特定の地域を認識し、人為的ミスなく作物を収穫することができます。これらの技術は水、農薬、除草剤の過剰使用を節約し、土壌の肥沃度を保ち、作物の品質を向上させます。さらに、農家が作物を継続的に監視できる高画質画像やビデオの撮影など、その多機能性により、農家における高度無人航空機（UAV）の採用が著しく増加しています。これらの無人航空機は、農家がデータを収集し、より効果的に作物を追跡するのに役立っています。このようなドローンは、作物マッピング、土壌分析、灌漑、害虫管理、作物収量の増加など、農業における様々な活動に広く使用されています。しかし、人工知能の導入コストが高く、農業分野におけるAIに対する農家の認識が低いことが、市場の成長を制限しています。さらに、ビッグデータやIoTなど、人工知能を搭載した高度な農業技術を導入することで、灌漑、施肥、作物保護、収穫など、より正確な農作業が可能になります。

地域別の洞察

北米全域でAIベースの農業が容易に利用できるため、先進的な農業施設とAIベースの農業の採用が、農業市場における人工知能の成長に寄与しています。さらに、農家に技術導入と統合を奨励することを目的とした未来の農場プログラムなどの米国政府の取り組みが、南北アメリカ全域で農業における人工知能市場の機会を創出すると期待されています。さらに、SmartAgriHubsプロジェクトは、主に農村部におけるEUの農業セクターのデジタル変革を加速するために、農家にデジタルソリューションの採用を促しており、この地域の市場をさらに成長させることが期待されています。インド、中国、ベトナムを含むアジア太平洋諸国では、農業セクター全体で先進技術を採用するための新興国市場の開拓や政府プログラムが進められており、市場規模を拡大しています。

FPNVポジショニング・マトリックス

FPNVポジショニングマトリックスは農業における人工知能市場の評価において極めて重要です。事業戦略と製品満足度に関連する主要指標を調査し、ベンダーの包括的な評価を提供します。この綿密な分析により、ユーザーは各自の要件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。評価に基づき、ベンダーは成功の度合いが異なる4つの象限に分類されます：フォアフロント（F）、パスファインダー（P）、ニッチ（N）、バイタル（V）です。

市場シェア分析

市場シェア分析は、農業における人工知能市場におけるベンダーの現状について、洞察に満ちた詳細な調査を提供する包括的なツールです。全体的な収益、顧客基盤、その他の主要指標についてベンダーの貢献度を綿密に比較・分析することで、企業の業績や市場シェア争いの際に直面する課題について理解を深めることができます。さらに、この分析により、調査対象基準年に観察された累積、断片化の優位性、合併の特徴などの要因を含む、この分野の競合特性に関する貴重な考察が得られます。このような詳細レベルの拡大により、ベンダーはより多くの情報に基づいた意思決定を行い、市場で競争優位に立つための効果的な戦略を考案することができます。

本レポートは、以下の側面に関する貴重な洞察を提供しています：

1-市場の浸透度：主要企業が提供する市場に関する包括的な情報を提示しています。

2-市場の開拓度：有利な新興市場を深く掘り下げ、成熟市場セグメントにおける浸透度を分析しています。

3-市場の多様化：新製品の発売、未開拓の地域、最近の開発、投資に関する詳細な情報を提供します。

4-競合の評価と情報：市場シェア、戦略、製品、認証、規制状況、特許状況、主要企業の製造能力などを網羅的に評価します。

5-製品開発およびイノベーション：将来の技術、研究開発活動、画期的な製品開発に関する知的洞察を提供します。

本レポートは、以下のような主要な質問に対応しています：

1-農業における人工知能市場の市場規模および予測は？

2-農業における人工知能市場の予測期間中に投資を検討すべき製品、セグメント、用途、分野は何か？

3-農業における人工知能市場における技術動向と規制の枠組みは？

4-農業における人工知能市場における主要ベンダーの市場シェアは？

5-農業における人工知能市場への参入に適した形態や戦略的手段は？

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
      • 農業の生産性を向上させる予測分析のトレンドが拡大
      • 政府および民間組織が最新技術を導入するための有利な取り組み

農業技術

      • 農業分野全体で先進的な無人航空機（UAV）と衛星画像システムの採用が拡大
    • 抑制要因
      • 精密農業機械における人工知能（AI）導入コストの高さに伴う制約
    • 機会
      • 家畜監視と精密農業におけるAIベースの農業の新たな応用
      • ビッグデータやIoTセンサーなどの先進農業技術と人工知能の融合
    • 課題
      • 認識の欠如と熟練した専門家の確保が限られている
  • 市場セグメンテーション分析
  • 市場動向分析
  • 高インフレの累積的影響
  • ポーターのファイブフォース分析
  • バリューチェーンとクリティカルパス分析
  • 規制の枠組み

第6章 農業における人工知能市場：提供別

  • ハードウェア
  • サービス
  • ソフトウェア

第7章 農業における人工知能市場：技術別

  • コンピュータビジョン
  • 機械学習
  • 予測分析

第8章 農業における人工知能市場：展開別

  • クラウド
  • ハイブリッド
  • オンプレミス

第9章 農業における人工知能市場：用途別

  • 農業ロボット
  • ドローン分析
  • 労務管理
  • 家畜の監視
  • 精密農業

第10章 南北アメリカの農業における人工知能市場

  • アルゼンチン
  • ブラジル
  • カナダ
  • メキシコ
  • 米国

第11章 アジア太平洋地域の農業における人工知能市場

  • 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12章 欧州・中東・アフリカの農業における人工知能市場

  • 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13章 競合情勢

  • FPNVポジショニングマトリクス
  • 市場シェア分析：主要企業別
  • 競合シナリオ主要企業別の分析
    • 合併・買収
    • 契約、コラボレーション、パートナーシップ
    • 新製品発売と機能強化
    • 投資、資金調達
    • 受賞・表彰・拡大

第14章 競争力のあるポートフォリオ

  • 主要な企業プロファイル
    • Ag Code by Wilbur-Ellis Holdings, Inc.
    • AGCO Corporation
    • AgEagle Aerial Systems Inc.
    • AgNext
    • Apro Software
    • Bayer AG.
    • Cainthus by Ever.Ag
    • ClimateAi, inc.
    • Corteva Agriscience by Albaugh, LLC
    • Cropin Technology Solutions Pvt Ltd.
    • CropX Technologies Ltd.
    • DeHaat by Green Agrevolution PVT. LTD
    • Descartes Labs, Inc. by Antarctica Capital
    • FarmBot, Inc.
    • Farmers Edge Inc.
    • Gamaya Inc.
    • Gro Intelligence, Inc.
    • Infosys Limited
    • Intellias, LLC
    • Intello Labs Private Limited
    • International Business Machines Corporation
    • John Deere Group
    • Keenethics.
    • Khetibuddy Agritech Private Limited.
    • Microsoft Corporation
    • PrecisionHawk Inc.
    • Raven Industries, Inc.
    • Trace Genomics, Inc.
    • Trimble Inc.
    • Tule Technologies Inc.
    • Wipro Limited
  • 主要な製品ポートフォリオ

第15章 付録

  • ディスカッションガイド
  • ライセンスと価格について
図表

LIST OF FIGURES

  • FIGURE 1. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET RESEARCH PROCESS
  • FIGURE 2. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2023 VS 2030
  • FIGURE 3. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY REGION, 2023 VS 2030 (%)
  • FIGURE 5. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET DYNAMICS
  • FIGURE 7. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
  • FIGURE 8. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 9. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
  • FIGURE 10. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 11. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
  • FIGURE 12. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 13. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 14. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 15. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 16. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 17. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 18. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 19. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 20. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 21. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 22. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 23. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2023
  • FIGURE 24. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2023

LIST OF TABLES

  • TABLE 1. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 6. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 7. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 8. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 10. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 14. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HYBRID, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 18. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AGRICULTURE ROBOTS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONE ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LABOR MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 24. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 25. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 26. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 27. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 28. ARGENTINA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 29. ARGENTINA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 30. ARGENTINA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 31. ARGENTINA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 32. BRAZIL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 33. BRAZIL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 34. BRAZIL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 35. BRAZIL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 36. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 37. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 38. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 39. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 40. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 41. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 42. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 43. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 44. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 45. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 46. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 47. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 48. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 49. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 50. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 51. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 52. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 53. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 54. AUSTRALIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 55. AUSTRALIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 56. AUSTRALIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 57. AUSTRALIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 58. CHINA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 59. CHINA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 60. CHINA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 61. CHINA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 62. INDIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 63. INDIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 64. INDIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 65. INDIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 66. INDONESIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 67. INDONESIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 68. INDONESIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 69. INDONESIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 70. JAPAN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 71. JAPAN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 72. JAPAN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 73. JAPAN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 74. MALAYSIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 75. MALAYSIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 76. MALAYSIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 77. MALAYSIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 78. PHILIPPINES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 79. PHILIPPINES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 80. PHILIPPINES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 81. PHILIPPINES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 82. SINGAPORE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 83. SINGAPORE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 84. SINGAPORE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 85. SINGAPORE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 86. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 87. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 88. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 89. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 90. TAIWAN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 91. TAIWAN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 92. TAIWAN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 93. TAIWAN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 94. THAILAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 95. THAILAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 96. THAILAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 97. THAILAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 98. VIETNAM ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 99. VIETNAM ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 100. VIETNAM ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 101. VIETNAM ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 102. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 103. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 104. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 105. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 106. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 107. DENMARK ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 108. DENMARK ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 109. DENMARK ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 110. DENMARK ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 111. EGYPT ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 112. EGYPT ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 113. EGYPT ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 114. EGYPT ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 115. FINLAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 116. FINLAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 117. FINLAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 118. FINLAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 119. FRANCE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 120. FRANCE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 121. FRANCE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 122. FRANCE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 123. GERMANY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 124. GERMANY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 125. GERMANY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 126. GERMANY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 127. ISRAEL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 128. ISRAEL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 129. ISRAEL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 130. ISRAEL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 131. ITALY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 132. ITALY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 133. ITALY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 134. ITALY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 135. NETHERLANDS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 136. NETHERLANDS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 137. NETHERLANDS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 138. NETHERLANDS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 139. NIGERIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 140. NIGERIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 141. NIGERIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 142. NIGERIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 143. NORWAY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 144. NORWAY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 145. NORWAY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 146. NORWAY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 147. POLAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 148. POLAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 149. POLAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 150. POLAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 151. QATAR ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 152. QATAR ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 153. QATAR ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 154. QATAR ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 155. RUSSIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 156. RUSSIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 157. RUSSIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 158. RUSSIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 159. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 160. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 161. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 162. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 163. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 164. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 165. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 166. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 167. SPAIN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 168. SPAIN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 169. SPAIN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 170. SPAIN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 171. SWEDEN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 172. SWEDEN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 173. SWEDEN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 174. SWEDEN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 175. SWITZERLAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 176. SWITZERLAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 177. SWITZERLAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 178. SWITZERLAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 179. TURKEY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 180. TURKEY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 181. TURKEY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 182. TURKEY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 183. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 184. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 185. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 186. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 187. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 188. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 189. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 190. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 191. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2023
  • TABLE 192. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 193. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET LICENSE & PRICING
目次
Product Code: MRR-F949FCDE1364

[186 Pages Report] The Artificial Intelligence in Agriculture Market size was estimated at USD 2.25 billion in 2023 and expected to reach USD 2.73 billion in 2024, at a CAGR 22.45% to reach USD 9.29 billion by 2030.

Global Artificial Intelligence in Agriculture Market

KEY MARKET STATISTICS
Base Year [2023] USD 2.25 billion
Estimated Year [2024] USD 2.73 billion
Forecast Year [2030] USD 9.29 billion
CAGR (%) 22.45%
Artificial Intelligence in Agriculture Market - IMG1

Artificial intelligence (AI) techniques are significantly growing across the agriculture sector, which helps farmers to determine various parameters such as weed detection and yield detection and optimize the production and operation processes. These AI technologies allow farmers to recognize specific areas that need pesticide treatment, irrigation, and fertilization and harvest the crops without human error. In addition, these technologies save the excess use of water, pesticides, and herbicides, preserve soil fertility, and improve crop quality. Furthermore, the adoption of advanced unmanned aerial vehicles (UAVs) among farmers is significantly growing owing to their multiple features, such as capturing high-quality images and videos, which enables farmers to monitor the crops continuously. In addition, these unmanned aerial vehicles are assisting farmers in gathering data and tracking crops more effectively. These drones are widely used for various activities in agriculture, including crop mapping, soil analysis, irrigation, pest management, and increasing crop yield. However, the high cost of deployment of artificial intelligence and lack of awareness among farmers for AI in the agriculture sector is limiting the market growth. Moreover, introducing advanced farming technologies with artificial intelligence, such as big data and IoT, enables more precise farming practices, including irrigation, fertilizing, crop protection, and harvesting.

Regional Insights

The advanced agriculture facilities and adoption of AI-based agriculture owing to the easy accessibility of AI-based agriculture across North America regions are contributing to the growth of artificial intelligence in the agriculture market. Additionally, U.S. government initiatives such as the farms of the future program, which aim to encourage farmers to adopt and integrate technology, are expected to create opportunities for artificial intelligence in the agriculture market across the Americas. Furthermore, SmartAgriHubs projects are encouraging farmers to adopt digital solutions to accelerate the digital transformation in the EU farming sector, majorly in rural areas, which is further expected to grow the market in this region. Emerging agriculture developments and government programs for the adoption of advanced technologies across the agriculture sector in various Asia Pacific countries, including India, China, and Vietnam, are subsequently expanding the market scope.

FPNV Positioning Matrix

The FPNV Positioning Matrix is pivotal in evaluating the Artificial Intelligence in Agriculture Market. It offers a comprehensive assessment of vendors, examining key metrics related to Business Strategy and Product Satisfaction. This in-depth analysis empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success: Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The Market Share Analysis is a comprehensive tool that provides an insightful and in-depth examination of the current state of vendors in the Artificial Intelligence in Agriculture Market. By meticulously comparing and analyzing vendor contributions in terms of overall revenue, customer base, and other key metrics, we can offer companies a greater understanding of their performance and the challenges they face when competing for market share. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With this expanded level of detail, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

Key Company Profiles

The report delves into recent significant developments in the Artificial Intelligence in Agriculture Market, highlighting leading vendors and their innovative profiles. These include Ag Code by Wilbur-Ellis Holdings, Inc., AGCO Corporation, AgEagle Aerial Systems Inc., AgNext, Apro Software, Bayer AG., Cainthus by Ever.Ag, ClimateAi, inc., Corteva Agriscience by Albaugh, LLC, Cropin Technology Solutions Pvt Ltd., CropX Technologies Ltd., DeHaat by Green Agrevolution PVT. LTD, Descartes Labs, Inc. by Antarctica Capital, FarmBot, Inc., Farmers Edge Inc., Gamaya Inc., Gro Intelligence, Inc., Infosys Limited, Intellias, LLC, Intello Labs Private Limited, International Business Machines Corporation, John Deere Group, Keenethics., Khetibuddy Agritech Private Limited., Microsoft Corporation, PrecisionHawk Inc., Raven Industries, Inc., Trace Genomics, Inc., Trimble Inc., Tule Technologies Inc., and Wipro Limited.

Market Segmentation & Coverage

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

  • Offering
    • Hardware
    • Services
    • Software
  • Technology
    • Computer Vision
    • Machine Learning
    • Predictive Analytics
  • Deployment
    • Cloud
    • Hybrid
    • On-premise
  • Application
    • Agriculture Robots
    • Drone Analytics
    • Labor Management
    • Livestock Monitoring
    • Precision Farming
  • Region
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Mexico
      • United States
        • California
        • Florida
        • Illinois
        • New York
        • Ohio
        • Pennsylvania
        • Texas
    • Asia-Pacific
      • Australia
      • China
      • India
      • Indonesia
      • Japan
      • Malaysia
      • Philippines
      • Singapore
      • South Korea
      • Taiwan
      • Thailand
      • Vietnam
    • Europe, Middle East & Africa
      • Denmark
      • Egypt
      • Finland
      • France
      • Germany
      • Israel
      • Italy
      • Netherlands
      • Nigeria
      • Norway
      • Poland
      • Qatar
      • Russia
      • Saudi Arabia
      • South Africa
      • Spain
      • Sweden
      • Switzerland
      • Turkey
      • United Arab Emirates
      • United Kingdom

The report offers valuable insights on the following aspects:

1. Market Penetration: It presents comprehensive information on the market provided by key players.

2. Market Development: It delves deep into lucrative emerging markets and analyzes the penetration across mature market segments.

3. Market Diversification: It provides detailed information on new product launches, untapped geographic regions, recent developments, and investments.

4. Competitive Assessment & Intelligence: It conducts an exhaustive assessment of market shares, strategies, products, certifications, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players.

5. Product Development & Innovation: It offers intelligent insights on future technologies, R&D activities, and breakthrough product developments.

The report addresses key questions such as:

1. What is the market size and forecast of the Artificial Intelligence in Agriculture Market?

2. Which products, segments, applications, and areas should one consider investing in over the forecast period in the Artificial Intelligence in Agriculture Market?

3. What are the technology trends and regulatory frameworks in the Artificial Intelligence in Agriculture Market?

4. What is the market share of the leading vendors in the Artificial Intelligence in Agriculture Market?

5. Which modes and strategic moves are suitable for entering the Artificial Intelligence in Agriculture Market?

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. Limitations
  • 1.7. Assumptions
  • 1.8. 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

  • 4.1. Introduction
  • 4.2. Artificial Intelligence in Agriculture Market, by Region

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Growing trend of predictive analytics to enhance agricultural productivity
      • 5.1.1.2. Favorable government and private organizations initiatives to adopt modern

agricultural technologies

      • 5.1.1.3. Escalating adoption of advanced unmanned aerial vehicles (UAVs), and satellite imaging systems across agriculture sector
    • 5.1.2. Restraints
      • 5.1.2.1. Constraints associated with the high cost of deployment of artificial intelligence (AI) in precision farming equipment
    • 5.1.3. Opportunities
      • 5.1.3.1. Emerging application of AI based agriculture in livestock monitoring and precision farming
      • 5.1.3.2. Integration of advanced farming technologies including big data, and IoT sensors with artificial intelligence
    • 5.1.4. Challenges
      • 5.1.4.1. Lack of awareness and limited availability of skilled professionals
  • 5.2. Market Segmentation Analysis
  • 5.3. Market Trend Analysis
  • 5.4. Cumulative Impact of High Inflation
  • 5.5. Porter's Five Forces Analysis
    • 5.5.1. Threat of New Entrants
    • 5.5.2. Threat of Substitutes
    • 5.5.3. Bargaining Power of Customers
    • 5.5.4. Bargaining Power of Suppliers
    • 5.5.5. Industry Rivalry
  • 5.6. Value Chain & Critical Path Analysis
  • 5.7. Regulatory Framework

6. Artificial Intelligence in Agriculture Market, by Offering

  • 6.1. Introduction
  • 6.2. Hardware
  • 6.3. Services
  • 6.4. Software

7. Artificial Intelligence in Agriculture Market, by Technology

  • 7.1. Introduction
  • 7.2. Computer Vision
  • 7.3. Machine Learning
  • 7.4. Predictive Analytics

8. Artificial Intelligence in Agriculture Market, by Deployment

  • 8.1. Introduction
  • 8.2. Cloud
  • 8.3. Hybrid
  • 8.4. On-premise

9. Artificial Intelligence in Agriculture Market, by Application

  • 9.1. Introduction
  • 9.2. Agriculture Robots
  • 9.3. Drone Analytics
  • 9.4. Labor Management
  • 9.5. Livestock Monitoring
  • 9.6. Precision Farming

10. Americas Artificial Intelligence in Agriculture Market

  • 10.1. Introduction
  • 10.2. Argentina
  • 10.3. Brazil
  • 10.4. Canada
  • 10.5. Mexico
  • 10.6. United States

11. Asia-Pacific Artificial Intelligence in Agriculture Market

  • 11.1. Introduction
  • 11.2. Australia
  • 11.3. China
  • 11.4. India
  • 11.5. Indonesia
  • 11.6. Japan
  • 11.7. Malaysia
  • 11.8. Philippines
  • 11.9. Singapore
  • 11.10. South Korea
  • 11.11. Taiwan
  • 11.12. Thailand
  • 11.13. Vietnam

12. Europe, Middle East & Africa Artificial Intelligence in Agriculture Market

  • 12.1. Introduction
  • 12.2. Denmark
  • 12.3. Egypt
  • 12.4. Finland
  • 12.5. France
  • 12.6. Germany
  • 12.7. Israel
  • 12.8. Italy
  • 12.9. Netherlands
  • 12.10. Nigeria
  • 12.11. Norway
  • 12.12. Poland
  • 12.13. Qatar
  • 12.14. Russia
  • 12.15. Saudi Arabia
  • 12.16. South Africa
  • 12.17. Spain
  • 12.18. Sweden
  • 12.19. Switzerland
  • 12.20. Turkey
  • 12.21. United Arab Emirates
  • 12.22. United Kingdom

13. Competitive Landscape

  • 13.1. FPNV Positioning Matrix
  • 13.2. Market Share Analysis, By Key Player
  • 13.3. Competitive Scenario Analysis, By Key Player
    • 13.3.1. Merger & Acquisition
      • 13.3.1.1. Agreena Acquires Hummingbird Technologies to Strengthen Carbon Farming
      • 13.3.1.2. AiDash Buys Farming AI Platform Neurafarms.ai
    • 13.3.2. Agreement, Collaboration, & Partnership
      • 13.3.2.1. Wadhwani AI Signs MoU with Karnataka Government to Promote Welfare for Farmers
      • 13.3.2.2. U.S. EU AI Agreement: U.S. and EU to Launch First-of-its-Kind Artificial Intelligence Agreement
    • 13.3.3. New Product Launch & Enhancement
      • 13.3.3.1. UAE Launches New AI-Powered Mobile App for Crop Disorder Detection
      • 13.3.3.2. Syngenta, Plantix Launch AI Farming Tools for Farmers Across Asia
      • 13.3.3.3. Cropin Plans to Launch World's First Agri Intelligence Cloud- 'Agcloud' Soon
    • 13.3.4. Investment & Funding
      • 13.3.4.1. Astanor Ventures Leads USD 23 Million Series A for Source.Ag's Greenhouse System
      • 13.3.4.2. Wadhwani AI Gets USD 1 Million Grant from Google.org to Build AI Solutions in Agriculture
    • 13.3.5. Award, Recognition, & Expansion
      • 13.3.5.1. SLCM's AI-Based App Agri Reach Gets NABL Accreditation

14. Competitive Portfolio

  • 14.1. Key Company Profiles
    • 14.1.1. Ag Code by Wilbur-Ellis Holdings, Inc.
    • 14.1.2. AGCO Corporation
    • 14.1.3. AgEagle Aerial Systems Inc.
    • 14.1.4. AgNext
    • 14.1.5. Apro Software
    • 14.1.6. Bayer AG.
    • 14.1.7. Cainthus by Ever.Ag
    • 14.1.8. ClimateAi, inc.
    • 14.1.9. Corteva Agriscience by Albaugh, LLC
    • 14.1.10. Cropin Technology Solutions Pvt Ltd.
    • 14.1.11. CropX Technologies Ltd.
    • 14.1.12. DeHaat by Green Agrevolution PVT. LTD
    • 14.1.13. Descartes Labs, Inc. by Antarctica Capital
    • 14.1.14. FarmBot, Inc.
    • 14.1.15. Farmers Edge Inc.
    • 14.1.16. Gamaya Inc.
    • 14.1.17. Gro Intelligence, Inc.
    • 14.1.18. Infosys Limited
    • 14.1.19. Intellias, LLC
    • 14.1.20. Intello Labs Private Limited
    • 14.1.21. International Business Machines Corporation
    • 14.1.22. John Deere Group
    • 14.1.23. Keenethics.
    • 14.1.24. Khetibuddy Agritech Private Limited.
    • 14.1.25. Microsoft Corporation
    • 14.1.26. PrecisionHawk Inc.
    • 14.1.27. Raven Industries, Inc.
    • 14.1.28. Trace Genomics, Inc.
    • 14.1.29. Trimble Inc.
    • 14.1.30. Tule Technologies Inc.
    • 14.1.31. Wipro Limited
  • 14.2. Key Product Portfolio

15. Appendix

  • 15.1. Discussion Guide
  • 15.2. License & Pricing