スマート農業市場：コンポーネント、ソリューション、電源、アプリケーション、農場タイプ別-2025-2030年世界予測

スマート農業市場は、2024年には187億1,000万米ドルとなり、2025年には213億1,000万米ドル、CAGR14.69％で成長し、2030年には425億9,000万米ドルに達すると予測されています。

スマート農業は、農業がテクノロジーとデータを活用して生産性を向上させる方法における革命的な転換を意味します。過去10年間で、デジタルトランスフォーメーションは農村の風景に徐々に浸透し、農家や農業関連企業は、伝統的な慣行と最新テクノロジーのギャップを埋める革新的なソリューションを採用できるようになりました。今日の農業経営は、農業科学、先進コンピューティング、スマートセンサー技術の強力なコラボレーションによって特徴付けられています。この相乗効果は、収穫量を最適化するだけでなく、環境を保護する持続可能な慣行をサポートします。

このダイナミックな状況において、精密農業、遠隔モニタリング、リアルタイム分析は、意思決定プロセスにおいて不可欠な役割を果たし、最終的に効率を高め、無駄を削減します。接続性と自動化が改善されるにつれて、農業エコシステムの利害関係者は、圃場の状態を監視し、資源を効率的に管理し、市場の混乱をより正確に予測する権限をますます与えられています。データ・サイエンスから農学に至るまで、こうした様々な分野の融合が、より効率的で弾力性があり、適応性のある農業モデルへの道を開いています。

本レポートでは、スマートアグリが世界の産業動向の最前線に躍り出た要因について深く掘り下げています。同分野を席巻する課題と革新的なソリューションの両方を取り上げることで、この分析は、技術の進歩を活用して経営パフォーマンスと市場競争力を最大化しようとする意思決定者の指針となります。

スマート農業の情勢における変革的変化

スマート農業の情勢は、革新的な技術の急速な進歩と進化する市場の需要に牽引され、変革的な変化を遂げています。デジタル化はこうした変化の重要な触媒となり、従来のプロセスをより効率的で俊敏な、データ主導の実践へと変えてきました。自動化、人工知能、モノのインターネット（IoT）の統合は、作物の収量や資源管理に直接影響を与える、現場モニタリングや予測分析を強化する機会を生み出しました。

このようなパラダイムシフトは、最先端のハードウェアの導入にとどまらず、情報の処理方法や対処方法にも及んでいます。ドローン技術、ロボット工学、高度な衛星画像の採用により、より正確なマッピングとタイムリーな介入が可能になりました。並行して、クラウドベースのデータ分析と機械学習アプリケーションへの移行は、意思決定を改善し、業務効率を最大化する洗練されたシステムを生み出しました。伝統的な農法が最新のテクノロジーによって補強され、利害関係者はトレーサビリティ、品質管理、リスク管理の改善から利益を得ています。

さらに、こうした変化は、再生可能エネルギー源の統合と接続性の強化によって促進されています。持続可能な農法への転換は、エネルギー消費と環境管理への積極的なアプローチに現れています。この包括的な変革は、農業の将来に対する弾力的なビジョンを維持しながら、革新的なインフラに投資することの重要性を強調しています。

多様な市場アプローチに向けた主要市場セグメンテーションの洞察

スマート農業セクターの多面的な力学を完全に把握するには、市場セグメンテーションの詳細な理解が不可欠です。コンポーネントの観点から、市場はハードウェア、サービス、ソフトウェアに分解されます。ハードウェア・ソリューションには、リアルタイムのデータ収集を可能にするフィールド・センサーやハンドヘルド・デバイスといった重要な要素が含まれます。一方、サービス分野は、保守・サポート・サービスとともにコンサルティング・サービスを中心に強固に構成されており、運用の継続性と戦略的指針を確保しています。これらを補完するのがソフトウェア・セグメントで、生データを実用的な洞察に変換する高度なデータ分析プラットフォームと包括的な農場管理システムによって支えられています。

コンポーネントを超えて、ソリューションベースのセグメンテーションは、コンプライアンスとレポーティング、データ分析、農場管理、精密農業に製品を分類することで、市場洞察をさらに洗練させる。これらのカテゴリーは、規制遵守要件と強化された運用手法が、最先端のデータ分析とどのように融合し、収量と効率を最適化するかを明らかにしています。同様に、電源に基づくセグメンテーションでは、市場をバッテリー・ストレージ、ハイブリッド・システム、太陽光発電、風力発電などのセグメントに分けています。特に太陽光発電は、太陽光発電パネルと太陽熱ソリューションにさらに分類され、現代農業で採用されている多様なエネルギー戦略を反映しています。

アプリケーションベースのセグメンテーションは、農業ロジスティクス、作物管理、フィールドマッピング、水管理などの業務分野を評価することで、さらに複雑なレイヤーを追加します。例えば、農業ロジスティクスは、コールドチェーン・ロジスティクスから車両管理までをカバーし、作物管理は、養分管理と害虫管理を掘り下げています。例えば、農業ロジスティクスは、コールドチェーン・ロジスティクスから車両管理までをカバーし、農作物管理は、養分管理と害虫管理を掘り下げています。ここでは、養分管理は、大栄養素と微量栄養素のモニタリングというレンズを通して分析され、害虫管理は、生物学的防除と化学的防除戦略に分けられます。さらに、圃場マッピングのセグメントには、作物の健康状態のマッピング、土壌マッピング、収量マッピングが含まれ、詳細な作業分析をサポートします。

最後に、農場タイプに基づくセグメンテーションでは、大規模農場、中規模農場、小規模農場が区別されます。大規模経営の中では、企業農業と研究開発農場がさらに区別され、この業界における革新と商業化へのアプローチを示しています。この詳細なセグメンテーションは、スマート農業市場の複雑さを示すだけでなく、製品開拓、市場参入戦略、投資決定に対する戦略的方向性を示しています。

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
    • 持続可能な農業に対する政府の取り組みと補助金の増加
    • より高い収穫量とより効率的な農業慣行に対する需要の高まり
  • 抑制要因
    • 初期投資と運営コストの高さが小規模農家の負担となっている
  • 機会
    • 制御環境農業のためのスマート温室システムへの投資
    • 農業機械にIoTデバイスを統合し、自動化を強化して運用効率を向上
  • 課題
    • 作物の収穫量向上と天然資源のバランスに関する懸念
• 市場セグメンテーション分析
  • コンポーネント：現場業務への具体的な影響により、ハードウェアの採用が増加
  • 応用：作物を保護するための害虫管理におけるスマート農業の適用拡大
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社会
  • 技術的
  • 法律上
  • 環境

第6章 スマート農業市場：コンポーネント別

• ハードウェア
  • フィールドセンサー
  • ハンドヘルドデバイス
• サービス
  • コンサルティングサービス
  • 保守およびサポートサービス
• ソフトウェア
  • データ分析プラットフォーム
  • 農場管理システム

第7章 スマート農業市場：ソリューション別

• コンプライアンスと報告
• データ分析
• 農場経営
• 精密農業

第8章 スマート農業市場電源別

• バッテリーストレージ
• ハイブリッドシステム
• 太陽光発電
  • 太陽光発電パネル
  • 太陽熱
• 風力

第9章 スマート農業市場：用途別

• 農業物流
  • コールドチェーン物流
  • フリート管理
• 作物管理
  • 栄養管理
    • 主要栄養素モニタリング
    • 微量栄養素モニタリング
  • 害虫管理
    • 生物学的防除
    • 化学制御
• フィールドマッピング
  • 作物健康マッピング
  • 土壌マッピング
  • 利回りマッピング
• 水管理
  • 雨水の収集
  • 保管と配送

第10章 スマート農業市場農場タイプ別

• 大規模農場
  • 企業農業
  • 研究開発農場
• 中規模農場
• 小規模農場

第11章 南北アメリカのスマート農業市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第12章 アジア太平洋地域のスマート農業市場

• 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13章 欧州・中東・アフリカのスマート農業市場

• 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14章 競合情勢

• 市場シェア分析, 2024
• FPNVポジショニングマトリックス, 2024
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• AG Leader Technology
• AgCinect LLC
• AGCO Corporation
• AgEagle Aerial Systems Inc.
• Agrivi d.o.o.
• AGROBOT
• Agworld Pty Ltd.
• CNH Industrial N.V.
• Cropin Technology Solutions Pvt. Ltd.
• CropZilla Inc.
• Deere & Company
• DeLaval Inc.
• Equinox's Drones Pvt. Ltd.
• Fancom B.V.
• Farmers Edge Inc.
• GEA Group Aktiengesellschaft
• Hexagon AB
• Innovasea Systems, Inc.
• Jingxun Changtong Electronic Technology Co., Ltd.
• Lely International N.V.
• Nelson Irrigation Corporation
• SZ DJI Technology Co., Ltd.
• The Climate Corporation by Bayer AG
• Topcon Positioning Systems, Inc.
• Trimble Inc.

LIST OF FIGURES

• FIGURE 1. SMART AGRICULTURE MARKET MULTI-CURRENCY
• FIGURE 2. SMART AGRICULTURE MARKET MULTI-LANGUAGE
• FIGURE 3. SMART AGRICULTURE MARKET RESEARCH PROCESS
• FIGURE 4. SMART AGRICULTURE MARKET SIZE, 2024 VS 2030
• FIGURE 5. GLOBAL SMART AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 6. GLOBAL SMART AGRICULTURE MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 7. GLOBAL SMART AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
• FIGURE 9. GLOBAL SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2024 VS 2030 (%)
• FIGURE 11. GLOBAL SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2024 VS 2030 (%)
• FIGURE 13. GLOBAL SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
• FIGURE 15. GLOBAL SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 16. GLOBAL SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2024 VS 2030 (%)
• FIGURE 17. GLOBAL SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 18. AMERICAS SMART AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 19. AMERICAS SMART AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 20. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2030 (%)
• FIGURE 21. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 22. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 23. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 24. EUROPE, MIDDLE EAST & AFRICA SMART AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 25. EUROPE, MIDDLE EAST & AFRICA SMART AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 26. SMART AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2024
• FIGURE 27. SMART AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

• TABLE 1. SMART AGRICULTURE MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
• TABLE 3. GLOBAL SMART AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL SMART AGRICULTURE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL SMART AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. SMART AGRICULTURE MARKET DYNAMICS
• TABLE 7. GLOBAL SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL SMART AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL SMART AGRICULTURE MARKET SIZE, BY FIELD SENSORS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL SMART AGRICULTURE MARKET SIZE, BY HANDHELD DEVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL SMART AGRICULTURE MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL SMART AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL SMART AGRICULTURE MARKET SIZE, BY MAINTENANCE AND SUPPORT SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL SMART AGRICULTURE MARKET SIZE, BY DATA ANALYTICS PLATFORMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL SMART AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL SMART AGRICULTURE MARKET SIZE, BY COMPLIANCE AND REPORTING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL SMART AGRICULTURE MARKET SIZE, BY DATA ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL SMART AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL SMART AGRICULTURE MARKET SIZE, BY PRECISION AGRICULTURE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL SMART AGRICULTURE MARKET SIZE, BY BATTERY STORAGE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL SMART AGRICULTURE MARKET SIZE, BY HYBRID SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL SMART AGRICULTURE MARKET SIZE, BY PHOTOVOLTAIC PANELS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL SMART AGRICULTURE MARKET SIZE, BY SOLAR THERMAL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL SMART AGRICULTURE MARKET SIZE, BY WIND POWER, BY REGION, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL SMART AGRICULTURE MARKET SIZE, BY COLD CHAIN LOGISTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. GLOBAL SMART AGRICULTURE MARKET SIZE, BY FLEET MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 37. GLOBAL SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 38. GLOBAL SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 39. GLOBAL SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 40. GLOBAL SMART AGRICULTURE MARKET SIZE, BY MACRONUTRIENT MONITORING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 41. GLOBAL SMART AGRICULTURE MARKET SIZE, BY MICRONUTRIENT MONITORING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 42. GLOBAL SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 43. GLOBAL SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 44. GLOBAL SMART AGRICULTURE MARKET SIZE, BY BIOLOGICAL CONTROL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 45. GLOBAL SMART AGRICULTURE MARKET SIZE, BY CHEMICAL CONTROL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 46. GLOBAL SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 47. GLOBAL SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 48. GLOBAL SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 49. GLOBAL SMART AGRICULTURE MARKET SIZE, BY CROP HEALTH MAPPING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 50. GLOBAL SMART AGRICULTURE MARKET SIZE, BY SOIL MAPPING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 51. GLOBAL SMART AGRICULTURE MARKET SIZE, BY YIELD MAPPING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 52. GLOBAL SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 53. GLOBAL SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 54. GLOBAL SMART AGRICULTURE MARKET SIZE, BY RAINWATER HARVESTING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 55. GLOBAL SMART AGRICULTURE MARKET SIZE, BY STORAGE AND DISTRIBUTION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 56. GLOBAL SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 57. GLOBAL SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 58. GLOBAL SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 59. GLOBAL SMART AGRICULTURE MARKET SIZE, BY CORPORATE FARMING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 60. GLOBAL SMART AGRICULTURE MARKET SIZE, BY RESEARCH AND DEVELOPMENT FARMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 61. GLOBAL SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 62. GLOBAL SMART AGRICULTURE MARKET SIZE, BY MEDIUM-SCALE FARMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 63. GLOBAL SMART AGRICULTURE MARKET SIZE, BY SMALL-SCALE FARMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 64. AMERICAS SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 65. AMERICAS SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 66. AMERICAS SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 67. AMERICAS SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 68. AMERICAS SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 69. AMERICAS SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 70. AMERICAS SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 71. AMERICAS SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 72. AMERICAS SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 73. AMERICAS SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 74. AMERICAS SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 75. AMERICAS SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 76. AMERICAS SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 77. AMERICAS SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 78. AMERICAS SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 79. AMERICAS SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 80. AMERICAS SMART AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 81. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 82. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 83. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 84. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 85. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 86. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 87. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 88. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 89. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 90. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 91. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 92. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 93. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 94. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 95. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 96. ARGENTINA SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 97. BRAZIL SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 98. BRAZIL SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 99. BRAZIL SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 100. BRAZIL SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 101. BRAZIL SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 102. BRAZIL SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 103. BRAZIL SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 104. BRAZIL SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 105. BRAZIL SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 106. BRAZIL SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 107. BRAZIL SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 108. BRAZIL SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 109. BRAZIL SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 110. BRAZIL SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 111. BRAZIL SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 112. BRAZIL SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 113. CANADA SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 114. CANADA SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 115. CANADA SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 116. CANADA SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 117. CANADA SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 118. CANADA SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 119. CANADA SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 120. CANADA SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 121. CANADA SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 122. CANADA SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 123. CANADA SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 124. CANADA SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 125. CANADA SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 126. CANADA SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 127. CANADA SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 128. CANADA SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 129. MEXICO SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 130. MEXICO SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 131. MEXICO SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 132. MEXICO SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 133. MEXICO SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 134. MEXICO SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 135. MEXICO SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 136. MEXICO SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 137. MEXICO SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 138. MEXICO SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 139. MEXICO SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 140. MEXICO SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 141. MEXICO SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 142. MEXICO SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 143. MEXICO SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 144. MEXICO SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 145. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 146. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 147. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 148. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 149. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 150. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 151. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 152. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 153. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 154. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 155. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 156. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 157. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 158. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 159. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 160. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 161. UNITED STATES SMART AGRICULTURE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 162. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 163. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 164. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 165. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 166. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 167. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 168. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 169. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 170. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 171. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 172. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 173. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 174. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 175. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 176. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 177. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 178. ASIA-PACIFIC SMART AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 179. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 180. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 181. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 182. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 183. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 184. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 185. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 186. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 187. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 188. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 189. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 190. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 191. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 192. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 193. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 194. AUSTRALIA SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 195. CHINA SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 196. CHINA SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 197. CHINA SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 198. CHINA SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 199. CHINA SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 200. CHINA SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 201. CHINA SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 202. CHINA SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 203. CHINA SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 204. CHINA SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 205. CHINA SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 206. CHINA SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 207. CHINA SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 208. CHINA SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 209. CHINA SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 210. CHINA SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 211. INDIA SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 212. INDIA SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 213. INDIA SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 214. INDIA SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 215. INDIA SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 216. INDIA SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 217. INDIA SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 218. INDIA SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 219. INDIA SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 220. INDIA SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 221. INDIA SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 222. INDIA SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 223. INDIA SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 224. INDIA SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 225. INDIA SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 226. INDIA SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 227. INDONESIA SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 228. INDONESIA SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 229. INDONESIA SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 230. INDONESIA SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 231. INDONESIA SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 232. INDONESIA SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 233. INDONESIA SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 234. INDONESIA SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 235. INDONESIA SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 236. INDONESIA SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 237. INDONESIA SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 238. INDONESIA SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 239. INDONESIA SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 240. INDONESIA SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 241. INDONESIA SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 242. INDONESIA SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 243. JAPAN SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 244. JAPAN SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 245. JAPAN SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 246. JAPAN SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 247. JAPAN SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 248. JAPAN SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 249. JAPAN SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 250. JAPAN SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 251. JAPAN SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 252. JAPAN SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 253. JAPAN SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 254. JAPAN SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 255. JAPAN SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 256. JAPAN SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 257. JAPAN SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 258. JAPAN SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 259. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 260. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 261. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 262. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 263. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 264. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 265. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 266. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 267. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 268. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 269. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 270. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 271. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 272. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 273. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 274. MALAYSIA SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 275. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 276. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 277. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 278. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 279. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 280. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 281. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 282. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 283. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 284. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 285. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 286. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 287. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 288. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 289. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 290. PHILIPPINES SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 291. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 292. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 293. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 294. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 295. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 296. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 297. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 298. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 299. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 300. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 301. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 302. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 303. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 304. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 305. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 306. SINGAPORE SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 307. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 308. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 309. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 310. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 311. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 312. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 313. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 314. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 315. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 316. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 317. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 318. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 319. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 320. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 321. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 322. SOUTH KOREA SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 323. TAIWAN SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 324. TAIWAN SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 325. TAIWAN SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 326. TAIWAN SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 327. TAIWAN SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 328. TAIWAN SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 329. TAIWAN SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 330. TAIWAN SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 331. TAIWAN SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 332. TAIWAN SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 333. TAIWAN SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 334. TAIWAN SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 335. TAIWAN SMART AGRICULTURE MARKET SIZE, BY FIELD MAPPING, 2018-2030 (USD MILLION)
• TABLE 336. TAIWAN SMART AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 337. TAIWAN SMART AGRICULTURE MARKET SIZE, BY FARM TYPE, 2018-2030 (USD MILLION)
• TABLE 338. TAIWAN SMART AGRICULTURE MARKET SIZE, BY LARGE-SCALE FARMS, 2018-2030 (USD MILLION)
• TABLE 339. THAILAND SMART AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 340. THAILAND SMART AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 341. THAILAND SMART AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 342. THAILAND SMART AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 343. THAILAND SMART AGRICULTURE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 344. THAILAND SMART AGRICULTURE MARKET SIZE, BY POWER SOURCES, 2018-2030 (USD MILLION)
• TABLE 345. THAILAND SMART AGRICULTURE MARKET SIZE, BY SOLAR POWER, 2018-2030 (USD MILLION)
• TABLE 346. THAILAND SMART AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 347. THAILAND SMART AGRICULTURE MARKET SIZE, BY AGRICULTURAL LOGISTICS, 2018-2030 (USD MILLION)
• TABLE 348. THAILAND SMART AGRICULTURE MARKET SIZE, BY CROP MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 349. THAILAND SMART AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 350. THAILAND SMART AGRICULTURE MARKET SIZE, BY PEST MANAGEMENT, 2018-2030 (USD MILLION)
• TABLE 351. THAILAND SMART AGRICULTURE

The Smart Agriculture Market was valued at USD 18.71 billion in 2024 and is projected to grow to USD 21.31 billion in 2025, with a CAGR of 14.69%, reaching USD 42.59 billion by 2030.

Smart agriculture represents a revolutionary shift in the way the farming industry harnesses technology and data to enhance productivity. Over the past decade, digital transformation has gradually permeated rural landscapes, enabling farmers and agribusinesses to adopt innovative solutions that bridge the gap between traditional practices and modern technology. Today's agricultural operations are characterized by strong collaborations between agricultural science, advanced computing, and smart sensor technology. This synergy not only optimizes yield but also supports sustainable practices that safeguard the environment.

In this dynamic landscape, precision farming, remote monitoring, and real-time analytics play an integral role in decision-making processes, ultimately driving efficiency and reducing waste. As connectivity and automation improve, stakeholders in the agricultural ecosystem are increasingly empowered to monitor field conditions, manage resources effectively, and anticipate market disruptions with greater accuracy. The convergence of these varied disciplines - from data science to agronomy - is paving the way for a more efficient, resilient, and adaptable agricultural model.

This report provides an in-depth exploration into the factors that have brought smart agriculture to the forefront of global industry trends. By addressing both the challenges and the innovative solutions sweeping the sector, this analysis serves as a guide for decision-makers looking to leverage technological advances to maximize operational performance and market competitiveness.

Transformative Shifts in the Landscape of Smart Agriculture

The landscape of smart agriculture has undergone transformative shifts driven by rapid advancements in innovative technologies and evolving market demands. Digitalization has been a key catalyst in these changes, transforming conventional processes into more efficient, agile, and data-driven practices. The integration of automation, artificial intelligence, and the Internet of Things (IoT) has created opportunities for enhanced field monitoring and predictive analytics that directly impact crop yield and resource management.

These paradigm shifts are not limited to the introduction of cutting-edge hardware but also extend to the way information is processed and acted upon. The adoption of drone technology, robotics, and advanced satellite imaging has allowed for more precise mapping and timely interventions. In parallel, the move to cloud-based data analytics and machine learning applications has given rise to sophisticated systems that improve decision-making and maximize operational efficiency. With traditional farming methods being augmented by modern technology, stakeholders now benefit from improved traceability, quality control, and risk management.

Furthermore, these changes are catalyzed by the integration of renewable energy sources and enhanced connectivity. The shift toward sustainable farming practices is manifesting in a proactive approach to energy consumption and environmental stewardship. This comprehensive transformation underscores the importance of investing in innovative infrastructure while maintaining a resilient vision for the future of agriculture.

Key Segmentation Insights for a Diversified Market Approach

A granular understanding of market segmentation is essential to fully grasp the multifaceted dynamics of the smart agriculture sector. From a component perspective, the market is decomposed into hardware, services, and software. Hardware solutions encompass critical elements such as field sensors and handheld devices that enable real-time data collection. Meanwhile, the services domain is robustly structured around consulting services alongside maintenance and support services, ensuring operational continuity and strategic guidance. Complementing these is the software segment, which is powered by advanced data analytics platforms and comprehensive farm management systems that transform raw data into actionable insights.

Beyond the components, solution-based segmentation further refines market insights by categorizing offerings into compliance and reporting, data analytics, farm management, and precision agriculture. These categories illuminate how regulatory compliance requirements and enhanced operational methodologies converge with state-of-the-art data analytics to optimize yield and efficiency. In a similar vein, the segmentation based on power sources dissects the market into segments such as battery storage, hybrid systems, solar power, and wind power. Notably, solar power is further dissected into photovoltaic panels and solar thermal solutions, reflecting the diverse energy strategies employed in modern farming.

Application-based segmentation adds another layer of complexity by evaluating operational areas like agricultural logistics, crop management, field mapping, and water management. Within these applications, each sub-category provides a deeper insight; for example, agricultural logistics covers aspects ranging from cold chain logistics to fleet management, while crop management delves into nutrient management and pest management. Here, nutrient management is analyzed through the lenses of macronutrient and micronutrient monitoring, and pest management is divided between biological control and chemical control strategies. Additionally, the field mapping segment includes crop health mapping, soil mapping, and yield mapping to support a detailed operational analysis, and water management is expanded to incorporate both rainwater harvesting and modern storage and distribution techniques.

Lastly, the segmentation based on farm type distinguishes between large-scale, medium-scale, and small-scale farms. Within large-scale operations, further distinctions are made between corporate farming and research and development farms, signaling a tailored approach to innovation and commercialization in the industry. This detailed segmentation not only illustrates the complexity of the smart agriculture market, but it also provides strategic direction for product development, market entry strategies, and investment decisions.

Based on Component, market is studied across Hardware, Services, and Software. The Hardware is further studied across Field Sensors and Handheld Devices. The Services is further studied across Consulting Services and Maintenance and Support Services. The Software is further studied across Data Analytics Platforms and Farm Management Systems.

Based on Solutions, market is studied across Compliance and Reporting, Data Analytics, Farm Management, and Precision Agriculture.

Based on Power Sources, market is studied across Battery Storage, Hybrid Systems, Solar Power, and Wind Power. The Solar Power is further studied across Photovoltaic Panels and Solar Thermal.

Based on Application, market is studied across Agricultural Logistics, Crop Management, Field Mapping, and Water Management. The Agricultural Logistics is further studied across Cold Chain Logistics and Fleet Management. The Crop Management is further studied across Nutrient Management and Pest Management. The Nutrient Management is further studied across Macronutrient Monitoring and Micronutrient Monitoring. The Pest Management is further studied across Biological Control and Chemical Control. The Field Mapping is further studied across Crop Health Mapping, Soil Mapping, and Yield Mapping. The Water Management is further studied across Rainwater Harvesting and Storage and Distribution.

Based on Farm Type, market is studied across Large-scale Farms, Medium-scale Farms, and Small-scale Farms. The Large-scale Farms is further studied across Corporate Farming and Research and Development Farms.

Key Regional Insights: Navigating Global Diversity in Market Trends

The smart agriculture market displays a diverse set of dynamics when observed across different global regions. In the Americas, the technological evolution in farming is driven by a robust mix of advanced infrastructure and a proactive adoption of cutting-edge innovations. The region is characterized by a mature market where integration of sensor technology and data-driven decision-making processes have become the norm, creating a competitive environment that continually pushes the boundaries of operational efficiency.

Across Europe, the Middle East, and Africa, the market is being transformed by both regulatory impetus and a growing awareness of sustainable practices. The European market, in particular, benefits from stringent environmental standards and a high rate of technology adoption that drives innovation in precision agriculture. The Middle Eastern and African sectors, meanwhile, are witnessing rapid growth spurred by necessary adaptations to harsh environmental conditions and the urgent need to enhance food security using smart agricultural solutions.

Asia-Pacific, on the other hand, represents an emerging powerhouse within the smart agriculture landscape. Rapid urbanization, combined with increasing investment in technological infrastructure, is fueling demand for scalable, efficient agricultural practices. The region is noted for its dynamic integration of traditional knowledge with modern technology, which supports both small-scale and large-scale farming operations, thus presenting unique growth opportunities and challenges that underscore the global diversity of smart agriculture practices.

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.

Key Companies Insights: Leading Innovators Shaping the Future of Farming

The competitive landscape of smart agriculture is defined by a roster of influential companies that continually push the boundaries of technological innovation and efficiency. Leading organizations such as AG Leader Technology and AgCinect LLC have distinguished themselves by integrating advanced data analytics and sensor technologies to create tailored solutions for diverse agricultural needs. Companies like AGCO Corporation and AgEagle Aerial Systems Inc. have leveraged cutting-edge research to develop precision agriculture tools that not only enhance crop management but also offer sustainable growth strategies.

Other notable players including Agrivi d.o.o. and AGROBOT have paved the way for automated systems that increase operational efficiency while minimizing resource wastage. Likewise, firms such as Agworld Pty Ltd. and CNH Industrial N.V. provide comprehensive services that span hardware integration, machine learning applications, and robust diagnostics frameworks. The market is further enriched by the innovative contributions of Cropin Technology Solutions Pvt. Ltd., CropZilla Inc., and Deere & Company, each of which brings a unique technological expertise to the table.

Additional frontrunners including DeLaval Inc., Equinox's Drones Pvt. Ltd., Fancom B.V., and Farmers Edge Inc. enhance the technological landscape with groundbreaking advancements in drone technology and real-time monitoring systems. The influence of global giants like GEA Group Aktiengesellschaft and Hexagon AB, alongside Innovasea Systems, Inc. and Jingxun Changtong Electronic Technology Co., Ltd., underscores a consistent drive towards integrating precision, sustainability, and efficiency into the market. Furthermore, companies such as Lely International N.V., Nelson Irrigation Corporation, SZ DJI Technology Co., Ltd., The Climate Corporation by Bayer AG, Topcon Positioning Systems, Inc., and Trimble Inc. stand at the forefront, each contributing to the modernization and transformation of agricultural best practices on a global scale.

The report delves into recent significant developments in the Smart Agriculture Market, highlighting leading vendors and their innovative profiles. These include AG Leader Technology, AgCinect LLC, AGCO Corporation, AgEagle Aerial Systems Inc., Agrivi d.o.o., AGROBOT, Agworld Pty Ltd., CNH Industrial N.V., Cropin Technology Solutions Pvt. Ltd., CropZilla Inc., Deere & Company, DeLaval Inc., Equinox's Drones Pvt. Ltd., Fancom B.V., Farmers Edge Inc., GEA Group Aktiengesellschaft, Hexagon AB, Innovasea Systems, Inc., Jingxun Changtong Electronic Technology Co., Ltd., Lely International N.V., Nelson Irrigation Corporation, SZ DJI Technology Co., Ltd., The Climate Corporation by Bayer AG, Topcon Positioning Systems, Inc., and Trimble Inc.. Actionable Recommendations for Industry Leaders to Accelerate Growth

Industry leaders are encouraged to adopt a multi-pronged approach that prioritizes sustainable technology integration, robust data management, and agile market strategies. Decision-makers should invest in research and development to continuously innovate in areas such as automated field operations and advanced sensor technologies. Strengthening partnerships with technology providers and academic institutions can yield substantial benefits in predictive analytics and precision farming. Leaders should also focus on customer-centric strategies that align with evolving regulatory standards and environmental sustainability goals.

Leveraging the comprehensive segmentation insights, companies can develop targeted strategies that address specific market needs-from modular hardware systems to tailored software solutions that streamline farm management. It is vital to explore alternative power sources and renewable energy integrations that can reduce cost and environmental impact over the long term. Additionally, optimizing operations for diverse farm types and geographical regions will ensure a resilient product offering that matches both market conditions and consumer expectations. Emphasizing scalable solutions while ensuring high levels of adaptability will position organizations to capitalize on the emerging opportunities within this dynamic industry.

Conclusion: Embracing the Future of Smart Agriculture

In summary, the smart agriculture landscape is undergoing a period of rapid transformation propelled by technological advancements, detailed market segmentation, and global diversification. The convergence of hardware, software, and service innovations is enabling more efficient farming practices and establishing new benchmarks for sustainability. As regional dynamics shift and leading companies continue to innovate, stakeholders across the agricultural sector have a unique opportunity to harness these trends for sustainable growth and improved productivity.

A clear emphasis on technology adoption, combined with a rigorous understanding of market segmentation, underpins the transformative nature of the current agricultural paradigm. The insights detailed in this analysis highlight the strategic imperatives that will guide industry players toward long-term success.

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 government initiatives and subsidies for sustainable farming
    • 5.1.1.2. Growing demand for higher crop yields and more efficient farming practices
  • 5.1.2. Restraints
    • 5.1.2.1. High initial investment and operational costs burden small-scale farmers
  • 5.1.3. Opportunities
    • 5.1.3.1. Investing in smart greenhouse systems for controlled environment agriculture
    • 5.1.3.2. Integration of IoT devices in farm machinery to enhance automation and improve operational efficiency
  • 5.1.4. Challenges
    • 5.1.4.1. Concerns regarding balancing crop yield improvements with natural resources
• 5.2. Market Segmentation Analysis
  • 5.2.1. Component: Increasing adoption of hardware due to its tangible impact on field operations
  • 5.2.2. Application: Expanding application of smart agriculture in pest management to protect crops
• 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. Smart Agriculture Market, by Component

• 6.1. Introduction
• 6.2. Hardware
  • 6.2.1. Field Sensors
  • 6.2.2. Handheld Devices
• 6.3. Services
  • 6.3.1. Consulting Services
  • 6.3.2. Maintenance and Support Services
• 6.4. Software
  • 6.4.1. Data Analytics Platforms
  • 6.4.2. Farm Management Systems

7. Smart Agriculture Market, by Solutions

• 7.1. Introduction
• 7.2. Compliance and Reporting
• 7.3. Data Analytics
• 7.4. Farm Management
• 7.5. Precision Agriculture

8. Smart Agriculture Market, by Power Sources

• 8.1. Introduction
• 8.2. Battery Storage
• 8.3. Hybrid Systems
• 8.4. Solar Power
  • 8.4.1. Photovoltaic Panels
  • 8.4.2. Solar Thermal
• 8.5. Wind Power

9. Smart Agriculture Market, by Application

• 9.1. Introduction
• 9.2. Agricultural Logistics
  • 9.2.1. Cold Chain Logistics
  • 9.2.2. Fleet Management
• 9.3. Crop Management
  • 9.3.1. Nutrient Management
    • 9.3.1.1. Macronutrient Monitoring
    • 9.3.1.2. Micronutrient Monitoring
  • 9.3.2. Pest Management
    • 9.3.2.1. Biological Control
    • 9.3.2.2. Chemical Control
• 9.4. Field Mapping
  • 9.4.1. Crop Health Mapping
  • 9.4.2. Soil Mapping
  • 9.4.3. Yield Mapping
• 9.5. Water Management
  • 9.5.1. Rainwater Harvesting
  • 9.5.2. Storage and Distribution

10. Smart Agriculture Market, by Farm Type

• 10.1. Introduction
• 10.2. Large-scale Farms
  • 10.2.1. Corporate Farming
  • 10.2.2. Research and Development Farms
• 10.3. Medium-scale Farms
• 10.4. Small-scale Farms

11. Americas Smart Agriculture Market

• 11.1. Introduction
• 11.2. Argentina
• 11.3. Brazil
• 11.4. Canada
• 11.5. Mexico
• 11.6. United States

12. Asia-Pacific Smart Agriculture Market

• 12.1. Introduction
• 12.2. Australia
• 12.3. China
• 12.4. India
• 12.5. Indonesia
• 12.6. Japan
• 12.7. Malaysia
• 12.8. Philippines
• 12.9. Singapore
• 12.10. South Korea
• 12.11. Taiwan
• 12.12. Thailand
• 12.13. Vietnam

13. Europe, Middle East & Africa Smart Agriculture Market

• 13.1. Introduction
• 13.2. Denmark
• 13.3. Egypt
• 13.4. Finland
• 13.5. France
• 13.6. Germany
• 13.7. Israel
• 13.8. Italy
• 13.9. Netherlands
• 13.10. Nigeria
• 13.11. Norway
• 13.12. Poland
• 13.13. Qatar
• 13.14. Russia
• 13.15. Saudi Arabia
• 13.16. South Africa
• 13.17. Spain
• 13.18. Sweden
• 13.19. Switzerland
• 13.20. Turkey
• 13.21. United Arab Emirates
• 13.22. United Kingdom

14. Competitive Landscape

• 14.1. Market Share Analysis, 2024
• 14.2. FPNV Positioning Matrix, 2024
• 14.3. Competitive Scenario Analysis
  • 14.3.1. Samunnati's INR 50 crore green bond initiative empowers climate-smart agriculture for sustainable growth in India's agri-value chains
  • 14.3.2. NEC and Sumitomo Corporation signed a strategic partnership to expand the global sales of the CropScope Agricultural ICT Platform
  • 14.3.3. Garuda Aerospace, Ninjacart Partner to Make Agricultural Drones Easily Accessible to Farmers
  • 14.3.4. AGCO & Bosch BASF Smart Farming Announce Commercialization of Smart Spraying Capabilities
  • 14.3.5. PepsiCo Investing $216M for 'climate-Smart Agriculture Practices'
  • 14.3.6. Raven Announces Strategic Integration of Augmenta, Enhances Automated Technology Portfolio
  • 14.3.7. McFarlane Mfg. Co. Inc. Acquires CMT AG LLC
  • 14.3.8. Delaval Starts Work on New Sustainable Dairy Unit
  • 14.3.9. Aquabyte Closes $25m Series B Funding to Meet World's Demand For Healthy, Sustainable Fish
  • 14.3.10. AGCO Invests in OPTIfarm to Improve Productivity and Animal Welfare
  • 14.3.11. John Deere Acquires Light, a Company that Specializes in Depth Sensing and Camera Perception for Autonomous Vehicles
  • 14.3.12. Adesys Alarm Dialer Added To Fancom Product Portfolio
  • 14.3.13. Deere Forms Joint Venture with Semi-Autonomous Sprayer Company GUSS Automation
• 14.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. AG Leader Technology
• 2. AgCinect LLC
• 3. AGCO Corporation
• 4. AgEagle Aerial Systems Inc.
• 5. Agrivi d.o.o.
• 6. AGROBOT
• 7. Agworld Pty Ltd.
• 8. CNH Industrial N.V.
• 9. Cropin Technology Solutions Pvt. Ltd.
• 10. CropZilla Inc.
• 11. Deere & Company
• 12. DeLaval Inc.
• 13. Equinox's Drones Pvt. Ltd.
• 14. Fancom B.V.
• 15. Farmers Edge Inc.
• 16. GEA Group Aktiengesellschaft
• 17. Hexagon AB
• 18. Innovasea Systems, Inc.
• 19. Jingxun Changtong Electronic Technology Co., Ltd.
• 20. Lely International N.V.
• 21. Nelson Irrigation Corporation
• 22. SZ DJI Technology Co., Ltd.
• 23. The Climate Corporation by Bayer AG
• 24. Topcon Positioning Systems, Inc.
• 25. Trimble Inc.