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商品コード MM0913907489BR◆2025年3月版も出版されている時期ですので、お問い合わせ後すぐに確認いたします。
出版日 2024/3/19
英文 268 ページグローバル

精密農業用ソフトウェア市場 - デリバリーモデル別、用途別、サービス別、技術別、地域別:世界市場規模・市場予測レポート(〜2029年)食料/飲料/農業市場

Precision Farming Software Market by Delivery Model (On-premises, Cloud-based), Application (Yield Monitoring, Field Mapping, Variable Rate Application, Weather Tracking & Forecasting), Service, Technology and Region - Global Forecast to 2029



全体要約

精密農業用ソフトウェア市場は、2024年に17億XX米ドルから2029年には31億XX米ドルに達し、2024年から2029年の期間において年平均成長率(CAGR)は12.5%と予測されています。特に、作物スカウティングは、センサーやドローンによって収集されたデータを補完し、農家が迅速かつ正確な意思決定を行うための現場レベルの洞察を提供します。キープレイヤーには、Deere & Company、Trimble Inc.、AGCO Corporation、Raven Industries、AgEagle Aerial Systemsが含まれています。

この市場では、クラウドベースの配信モデルが最も高い成長率を記録する見込みです。クラウドベースのソリューションは、農家に柔軟性を提供し、小規模農場から大規模商業農場まで、必要に応じて事業運営を調整できます。また、アジア太平洋地域では食の安全保障の需要が高まっており、精密農業用ソフトウェアはそのニーズを満たすための重要なソリューションとされています。

関連する質問

17億ドル(2024年基準)

12.5%(2024年から2029年の予測期間)

Deere & Company, Trimble Inc., AGCO Corporation, Raven Industries, Inc., AgEagle Aerial Systems Inc, AgJunction LLC, Ag Leader Technology, TOPCON CORPORATION, Climate LLC, TeeJet Technologies

作物スカウティングによる早期問題発見, クラウドベースソリューションのスケーラビリティ, 可変レート技術による収量最大化


概要

精密農業ソフトウェア市場は、2024年の17億米ドルから2029年には31億米ドルに達すると予測されています。2024年から2029年までの間に12.5%の年平均成長率(CAGR)が見込まれています。作物スカウティングは精密農業において重要な要素であり、センサーやドローンが収集したデータを補完するリアルタイムの地上トレンドを提供します。地上観察によって、農家は正確で迅速な意思決定を行うことができます。さらに、作物スカウティングは早期の問題発見に重要な役割を果たし、農家が害虫の発生、病気、栄養不足などの問題をエスカレートする前に特定することを可能にします。この早期発見は、農家が損害を軽減し、潜在的な収穫損失を防ぐための積極的な手段を講じることを可能にします。さらに、スカウティングデータを精密農業ソフトウェアに統合することで、特定のフィールドエリアに合わせたターゲットアプローチを強化します。作物スカウティングから得られた洞察を活用することにより、農家は問題に対処するための正確で効果的な戦略を実施し、資源の配分を最適化し、最終的には作物の健康と生産性を向上させることができます。
精密農業ソフトウェア市場で活動している主要企業は、ディア&カンパニー(米国)、トリンブル社(米国)、AGCO法人(米国)、レイブン・インダストリーズ社(米国)、およびアグイーグル・エアリアル・システムズ社(米国)です。
クラウドベースの配信モデルは、予測期間中に最も高いCAGRで成長すると予測されています。
クラウドベースのソリューションのスケーラビリティは、農家に対して、重要なインフラ投資を必要とせずに、自身のニーズに応じて運営を適応させる柔軟性を提供します。この柔軟性により、農家は小規模な家族農場でも大規模な商業企業でも、運営の規模を容易に調整することができ、広範なハードウェアのアップグレードを必要としません。さらに、クラウドベースの精密農業ソフトウェアが提供するアクセス性により、農家はインターネット接続が可能な場所から、運営を監視・管理することができます。このアクセス性は、農家が物理的な場所に関係なく、適時に意思決定を行えるようにし、全体的な運営効率を高めます。
可変レート技術は予測期間中に最も高い成長が見込まれています。
可変レート技術は、フィールド内の空間的変動に対処し、栄養素の不足、害虫の圧力、灌漑のニーズなどのさまざまな要因を効果的に管理することによって、収量の最大化を促進する重要な役割を果たします。VRTを利用することで、農家はフィールド内の異なるエリアの特定のニーズに応じて投入物の適用を調整でき、作物の成長を最適化し、最終的にはより高い収量と利益の増加につながります。また、VRTは投入物の過剰適用を削減することによって環境の持続可能性にも貢献し、栄養素の流出や土壌の浸食などの環境影響を最小限に抑えます。このターゲットを絞ったアプローチは、資源を保存するだけでなく、エコシステムや水質を守るのにも役立ち、農業の長期的な持続可能性を促進します。
アジア太平洋地域は最も高いCAGRで成長する可能性があります。
アジア太平洋地域は大きく拡大する人口を抱えており、食料安全保障の需要が高まっています。これにより、精密農業ソフトウェアの重要な役割が強調されています。収穫量の最大化、作物の質の向上、および収穫後の損失の軽減により、精密農業ソフトウェアは、この増大する食料需要を満たす上で重要な役割を果たしています。さらに、政府が補助金、イニシアティブ、支援プログラムを通じて精密農業の積極的な促進を行っていることは、食料安全保障を強化する上でのその重要性をさらに際立たせています。政府は、農家に精密農業を導入するよう奨励することにより、農業生産性の向上、食糧不足の減少、そして農村の発展を目指しています。要するに、精密農業ソフトウェアは、アジア太平洋地域における食料安全保障の課題に取り組むための重要な解決策として、持続可能な農業慣行への道を提供し、地域の人口に対して信頼できる食料供給を保証します。
プライマリの内訳
この調査には、コンポーネントサプライヤーからTier 1企業やOEMに至るまで、さまざまな業界の専門家からの洞察が含まれています。一次情報の内訳は以下の通りです:
・企業タイプ別 - Tier 1 – 35%、Tier 2 – 40%、Tier 3 – 25%
・役職別 - Cレベルエグゼクティブ - 30%、ディレクター - 40%、その他 - 30%
• 地域別 - アメリカ - 40%、ヨーロッパ - 32%、アジア太平洋 - 23%、その他の地域 - 5%
精密農業ソフトウェア市場は、米国のディア社、トリンブル社、AGCO社、レイブンインダストリーズ社、アグイーグルエアリアルシステムズ社、アグジャンクション社、アグリーダーテクノロジー社、TOPCON CORPORATION(日本)、クライメート社、ティージェットテクノロジーズ社など、数社の世界的に確立されたプレーヤーによって支配されています。この研究は、精密農業ソフトウェア市場におけるこれらの主要プレーヤーの競争分析、企業プロフィール、最近の開発、および主要市場戦略を詳しく含んでいます。
研究の範囲:
この報告書は、精密農業ソフトウェア市場をセグメント化し、提供モデル、技術、アプリケーション、地域別にその規模を予測しています。また、市場に関連する要因、制約、機会、課題についても議論されています。アメリカ、ヨーロッパ、アジア太平洋、その他の地域の4つの主要地域にわたる市場の詳細な見解を提供。サプライチェーン分析も報告書に含まれており、精密農業ソフトウェアのエコシステムにおける主要なプレーヤーとその競合分析も行われています。
報告書を購入する主な利点:
• 主要な推進要因の分析(精密農業ソフトウェアにおける高度な技術の急速な採用)。制約(効果的にナビゲートするためには専門的な専門知識が必要)。機会(農業の革新に対する知的財産の利益を確立、精密農業ソフトウェアにおけるAIベースのソリューションの使用の増加、持続可能な農業におけるデジタル技術の採用)および課題(データの所有権、プライバシーおよびセキュリティに関連する法的、倫理的および社会的な障壁、異なる技術間の標準化と互換性の欠如)。
• 製品開発/革新:精密農業ソフトウェア市場における今後の技術、研究開発活動、そして新製品の発売に関する詳細な洞察です。
市場開発:有望な市場に関する包括的な情報 - レポートは多様な地域における精密農業ソフトウェア市場を分析しています。
市場の多様化:新しいソフトウェア、未開拓の地域、最近の動向、および精密農業ソフトウェア市場への投資に関する詳細な情報です。
• 競争評価:精密農業ソフトウェア市場における、ディア社(米国)、トリンブル社(米国)、AGCOコーポレーション(米国)、レイブンインダストリーズ社(米国)、アグイーグルエアリアルシステムズ社(米国)などの主要プレーヤーの市場シェア、成長戦略、および製品提供の詳細評価です。

※以下の目次にて、具体的なレポートの構成をご覧頂けます。ご購入、無料サンプルご請求、その他お問い合わせは、ページ上のボタンよりお進みください。

目次

  • 1 イントロダクション 31

    • 1.1 調査の目的 31
    • 1.2 市場の定義 31
    • 1.3 市場範囲 32
      • 1.3.1 対象市場 32
      • 1.3.2 対象地域 33
      • 1.3.3 包含・除外事項 33
      • 1.3.4 対象年 34
    • 1.4 通貨 34
    • 1.5 ステークホルダー 34
    • 1.6 変化のサマリー 35
    • 1.7 不況の影響 36
  • 2 調査手法 37

    • 2.1 リサーチデータ 37
      • 2.1.1 二次データ 38
        • 2.1.1.1 主要な二次ソースリスト 38
        • 2.1.1.2 二次情報の主要データ 39
      • 2.1.2 一次データ 39
        • 2.1.2.1 一次インタビュー参加者リスト 39
        • 2.1.2.2 一次ブレークダウン 40
        • 2.1.2.3 一次情報の主要データ 40
        • 2.1.2.4 業界についての主な考察 41
    • 2.2 市場規模予測分析の手法 41
      • 2.2.1 トップダウンアプローチ 42
      • 2.2.2 ボトムアップアプローチ 44
        • 2.2.2.1 ボトムアップ分析による市場規模算出アプローチ(需要サイド) 44
    • 2.3 成長予測 46
    • 2.4 市場の内訳とデータのトライアンギュレーション 47
    • 2.5 調査の前提 48
    • 2.6 調査上の制約 48
    • 2.7 リスクファクター 49
    • 2.8 リスク評価 49
  • 3 エグゼクティブサマリー 51

  • 4 更なる考察 55

    • 4.1 精密農業用ソフトウェア市場プレイヤーにとって魅力的な事業機会 55
    • 4.2 精密農業用ソフトウェアの市場、デリバリーモデル別 55
    • 4.3 精密農業用ソフトウェアの市場、用途別 56
    • 4.4 精密農業用ソフトウェアの市場、技術別 56
    • 4.5 精密農業用ソフトウェアの市場、地域別 57
  • 5 市場概要 58

    • 5.1 イントロダクション 58
    • 5.2 市場ダイナミクス 58
      • 5.2.1 促進要因 59
        • 5.2.1.1 AIとML技術の急速な進歩 59
        • 5.2.1.2 リアルタイムの農業データを収集するためのIoT機器の導入が増加 59
        • 5.2.1.3 食料安全保障の強化に重点 60
      • 5.2.2 抑制要因 61
        • 5.2.2.1 精密農業用ソフトウェアの初期費用が高い 61
        • 5.2.2.2 農業ソフトウェアを効果的に操作するための高度な専門知識が必要 61
      • 5.2.3 市場機会 62
        • 5.2.3.1 標準化された農業データプロトコルの確立 62
        • 5.2.3.2 知的財産の枠組み構築 62
        • 5.2.3.3 農業におけるAI搭載ドローンの活用 62
        • 5.2.3.4 持続可能な農業を推進するためのデジタル技術の導入 63
      • 5.2.4 課題 64
    • 5.3 サプライチェーン分析 65
    • 5.4 エコシステム分析 66
    • 5.5 投資と資金調達のシナリオ 69
    • 5.6 顧客事業にインパクトのあるトレンド/ディスラプション 69
    • 5.7 技術分析 70
      • 5.7.1 需要技術 70
        • 5.7.1.1 全地球測位システム/全地球航法衛星システム 70
        • 5.7.1.2 データ分析と機械学習 71
      • 5.7.2 コンプリメンタリー・テクノロジー 71
        • 5.7.2.1 人工知能(AI) 71
      • 5.7.3 アディショナルテクノロジー 71
        • 5.7.3.1 IoT 71
    • 5.8 ケーススタディ分析 72
    • 5.9 ポーターのファイブフォース分析 74
      • 5.9.1 競合・競争状況の激しさ 75
      • 5.9.2 代替品の脅威 76
      • 5.9.3 買い手の交渉力 76
      • 5.9.4 サプライヤーの交渉力 76
      • 5.9.5 新規参入の脅威 76
    • 5.10 取引分析・貿易分析 77
      • 5.10.1 輸入シナリオ 77
      • 5.10.2 輸出シナリオ 78
    • 5.11 特許分析 79
    • 5.12 主要会議とイベント(2024年 84
    • 5.13 規制の現状と基準 85
      • 5.13.1 規制当局、政府機関、その他組織 85
      • 5.13.2 規格 87
    • 5.14 主なステークホルダーと購入基準 88
      • 5.14.1 購買プロセスにおける主要ステークホルダー 88
      • 5.14.2 購買基準 89
    • 5.15 価格分析 90
  • 6 精密農業用ソフトウェアサービス 92

    • 6.1 イントロダクション 92
    • 6.2 システムインテグレーションサービス 92
    • 6.3 マネージドサービス 92
      • 6.3.1 農場運営サービス 93
      • 6.3.2 データサービス 93
      • 6.3.3 分析サービス 94
    • 6.4 コネクティビティサービス 94
    • 6.5 アシストプロフェッショナルサービス 95
      • 6.5.1 サプライチェーンマネジメントサービス 95
      • 6.5.2 気候情報サービス 96
      • 6.5.3 その他アシスト・プロフェッショナル・サービス 96
    • 6.6 メンテナンス、アップグレード、サポートサービス 97
  • 7 精密農業用ソフトウェアの市場、デリバリーモデル別 98

    • 7.1 イントロダクション 99
    • 7.2 オンプレミス 100
    • 7.3 クラウドベース 101
  • 8 精密農業用ソフトウェアの市場、技術別 105

    • 8.1 イントロダクション 106
    • 8.2 ガイダンス技術 107
      • 8.2.1 GPS/GNSSベース 109
      • 8.2.2 GISベース 110
    • 8.3 リモートセンシング&コントロールシステム技術 111
      • 8.3.1 ハンドヘルド/地上型センサー 113
      • 8.3.2 衛星/空中センサー 114
    • 8.4 バリアブルレート技術 114
      • 8.4.1 地図ベース 116
      • 8.4.2 センサーベース 117
  • 9 精密農業用ソフトウェアの市場、用途別 118

    • 9.1 イントロダクション 119
    • 9.2 イールドモニタリング 121
      • 9.2.1 オンファーム 123
      • 9.2.2 オフファーム 124
    • 9.3 クロップスカウティング 125
      • 9.3.1 農作物被害の軽減と収量向上がセグメント成長を押し上げる 125
      • 9.3.2 播種前のスカウティング 126
      • 9.3.3 播種後のスカウティング 126
      • 9.3.4 作物モニタリング 127
    • 9.4 フィールドマッピング 127
      • 9.4.1 バウンダリーマッピング 129
      • 9.4.2 ドレナージュマッピング 129
    • 9.5 天気追跡・予報 129
    • 9.6 在庫管理 131
    • 9.7 バリアブル・レート・アプリケーション 132
      • 9.7.1 精密灌漑 133
      • 9.7.2 精密施肥 134
      • 9.7.3 プレシジョンシーディング 134
      • 9.7.4 その他の変動金利適用 134
    • 9.8 農場労働管理 135
    • 9.9 財務管理 136
    • 9.10 その他の用途 137
  • 10 精密農業用ソフトウェアの市場、地域別 139

    • 10.1 イントロダクション 140
    • 10.2 アメリカズ 142
      • 10.2.1 米州の精密農業用ソフトウェア市場への不況の影響 142
      • 10.2.2 北米 146
        • 10.2.2.1 米国 147
          • 10.2.2.1.1 収穫ロボットへの投資の増加が市場成長を促進 147
        • 10.2.2.2 カナダ 148
          • 10.2.2.2.1 農業用ドローンの利用増加が市場成長に寄与 148
        • 10.2.2.3 メキシコ 149
      • 10.2.3 南米 149
        • 10.2.3.1 ブラジル 151
        • 10.2.3.2 アルゼンチン 151
        • 10.2.3.3 その他の南米 152
    • 10.3 ヨーロッパ 152
      • 10.3.1 欧州の精密農業用ソフトウェア市場への不況の影響 152
      • 10.3.2 英国 156
        • 10.3.2.1 市場成長を促進する自律走行型農業車の開発増加 156
      • 10.3.3 ドイツ 157
      • 10.3.4 フランス 157
      • 10.3.5 イタリア 158
      • 10.3.6 オランダ 158
      • 10.3.7 その他のヨーロッパ 158
    • 10.4 アジア太平洋 159
      • 10.4.1 アジア太平洋地域の精密農業用ソフトウェア市場への不況の影響 159
      • 10.4.2 中国 163
        • 10.4.2.1 政府主導のAI農業技術への投資が市場を牽引 163
      • 10.4.3 日本 164
      • 10.4.4 オーストラリア 164
      • 10.4.5 インド 165
      • 10.4.6 韓国 165
        • 10.4.6.1 市場を牽引するスマート農村の確立 165
      • 10.4.7 その他のアジア太平洋 166
    • 10.5 その他地域 166
      • 10.5.1 RoWの精密農業用ソフトウェア市場への不況の影響 166
      • 10.5.2 中東・アフリカ 169
        • 10.5.2.1 GCC地域 170
          • 10.5.2.1.1 先端農業技術の展開が市場を牽引 170
        • 10.5.2.2 その他の中東・アフリカ 171
      • 10.5.3 ロシア 171
        • 10.5.3.1 作物生産ソフトウェアの開発が進み、市場の成長が加速 171
  • 11 競合情勢 172

    • 11.1 概要 172
    • 11.2 主要プレイヤーの戦略 <num4>年~<num4>年 173
      • 11.2.1 PRODUCT PORTFOLIO EXPANSION 174
      • 11.2.2 REGIONAL FOOTPRINT EXPANSION 174
      • 11.2.3 MANUFACTURING FOOTPRINT EXPANSION 174
      • 11.2.4 オーガニック・非オーガニック成長戦略 175
    • 11.3 MARKET SHARE ANALYSIS, 2023 175
    • 11.4 主要5社の収益分析、2019-2023年 177
    • 11.5 COMPANY VALUATION AND FINANCIAL METRICS 179
    • 11.6 BRAND/PRODUCT COMPARISON 180
    • 11.7 企業評価マトリックス:主要企業 <num4>年 180
      • 11.7.1 STARS 180
      • 11.7.2 EMERGING LEADERS 181
      • 11.7.3 PERVASIVE PLAYERS 181
      • 11.7.4 PARTICIPANTS 182
      • 11.7.5 企業フットプリント:主要企業 <num4>年 183
        • 11.7.5.1 Overall footprint 183
        • 11.7.5.2 Technology footprint 184
        • 11.7.5.3 Application footprint 185
        • 11.7.5.4 Region footprint 186
    • 11.8 企業評価マトリックス:スタートアップ / 中小企業 <num4>年 187
      • 11.8.1 PROGRESSIVE COMPANIES 187
      • 11.8.2 RESPONSIVE COMPANIES 187
      • 11.8.3 DYNAMIC COMPANIES 187
      • 11.8.4 STARTING BLOCKS 187
      • 11.8.5 競合ベンチマーキング:スタートアップ / 中小企業 <num4>年 189
        • 11.8.5.1 主要新興企業/中小企業のリスト 189
        • 11.8.5.2 主要新興企業/中小企業の競合ベンチマーキング 190
    • 11.9 競合他社のシナリオと動向 190
      • 11.9.1 製品展開 190
      • 11.9.2 ディール 196
  • 12 企業プロファイル 202

    • 12.1 主要企業 202
      • 12.1.1 DEERE & COMPANY 202
      • 12.1.2 TRIMBLE INC 208
      • 12.1.3 AGCO CORPORATION 217
      • 12.1.4 RAVEN INDUSTRIES, INC 224
      • 12.1.5 AGJUNCTION LLC 230
      • 12.1.6 AG LEADER TECHNOLOGY 234
      • 12.1.7 AGEAGLE AERIAL SYSTEMS INC 237
        • 12.1.7.2 提供製品/ソリューション/サービス 238
        • 12.1.7.3 直近の動向 239
          • 12.1.7.3.1 製品/サービスの立ち上げ/開発 239
          • 12.1.7.3.2 ディール 240
      • 12.1.8 TOPCON CORPORATION 242
      • 12.1.9 CLIMATE LLC 248
      • 12.1.10 TEEJET TECHNOLOGIES 252
    • 12.2 他の有力企業 254
      • 12.2.1 HEXAGON AB 254
      • 12.2.2 ABACO S.P.A 255
      • 12.2.3 PRECISIONHAWK 256
      • 12.2.4 EC2CE 257
      • 12.2.5 DESCARTES LABS INC 258
      • 12.2.6 CROPX INC 259
      • 12.2.7 FARMERS EDGE INC 260
      • 12.2.8 GROWNETICS 261
      • 12.2.9 CROPIN TECHNOLOGY SOLUTIONS PRIVATE LIMITED 262
      • 12.2.10 GAMAYA 263
      • 12.2.11 FIELDBEE 264
      • 12.2.12 AVMAP S.R.L 264
      • 12.2.13 DICKEY-JOHN 265
      • 12.2.14 TELUS 266
      • 12.2.15 MÜLLER-ELEKTRONIK GMBH 267
  • 13 付録 268

    • 13.1 業界エキスパートの考察 268
    • 13.2 ディスカッションガイド 268
    • 13.3 ナレッジストア 272
    • 13.4 カスタマイズオプション 274
    • 13.5 関連レポート 274
    • 13.6 執筆者の詳細 275

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Description

The Precision Farming Software Market is projected to reach from USD 1.7 billion in 2024 to USD 3.1 billion by 2029; it is expected to grow at a CAGR of 12.5% from 2024 to 2029. Crop scouting serves as a vital component in precision farming, offering real-time, ground-level insights that complement data collected by sensors and drones. By providing immediate, on-the-ground observations, crop scouting empowers farmers to make decisions that are both accurate and timely. Additionally, crop scouting plays a crucial role in early issue detection, allowing farmers to identify problems such as pest infestations, diseases, and nutrient deficiencies before they escalate. This early detection enables farmers to take proactive measures to mitigate damage and prevent potential yield losses. Furthermore, the integration of scouting data into precision farming software enhances this proactive approach by enabling targeted interventions tailored to specific areas of the field. By leveraging the insights gained from crop scouting, farmers can implement precise and effective strategies to address issues, optimize resource allocation, and ultimately enhance overall crop health and productivity.. Key players operating in the precision farming software market are Deere & Company (US), Trimble Inc. (US), AGCO Corporation (US), Raven Industries, Inc. (US) and AgEagle Aerial Systems Inc (US). The cloud-based delivery model is projected to grow at the highest CAGR during the forecast period. The scalability of cloud-based solutions provides farmers with the flexibility to adapt their operations according to their requirements without significant infrastructure investments. This flexibility allows farmers to easily adjust the scale of their operations, whether they are managing a small family farm or a large commercial enterprise, without the need for extensive hardware upgrades. Additionally, the accessibility offered by cloud-based precision farming software enables farmers to monitor and manage their operations from any location with an internet connection. This accessibility empowers farmers to make timely decisions regardless of their physical location, thereby enhancing overall operational efficiency Variable rate technology is projected to have the highest growth during the forecast period. Varibale rate technology plays a crucial role in facilitating yield maximization by addressing spatial variability within fields and effectively managing various factors such as nutrient deficiencies, pest pressures, and irrigation needs. By utilizing VRT, farmers can tailor their input applications to the specific needs of different areas within their fields, optimizing crop growth and ultimately leading to higher yields and increased profitability. Additionally, VRT contributes to environmental sustainability by reducing over-application of inputs, thereby minimizing environmental impacts such as nutrient runoff and soil erosion. This targeted approach not only conserves resources but also helps protect ecosystems and water quality, promoting long-term sustainability in agriculture. Asia Pacific region is likely to grow at the highest CAGR. With the Asia Pacific region hosting a large and expanding population, the demand for food security is escalating, underscoring the critical role of precision farming software. By maximizing yields, enhancing crop quality, and mitigating post-harvest losses, precision farming software plays a pivotal role in meeting this growing demand for food. Moreover, the active promotion of precision farming by governments through subsidies, initiatives, and support programs further highlights its significance in bolstering food security. By incentivizing farmers to adopt precision farming practices, governments aim to increase agricultural productivity, reduce food shortages, and foster rural development. In essence, precision farming software stands as a key solution in addressing the challenges of food security in the Asia Pacific region, offering a pathway towards sustainable agricultural practices and ensuring a reliable food supply for the region's population. Breakdown of primaries The study contains insights from various industry experts, ranging from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows: • By Company Type - Tier 1 – 35%, Tier 2 – 40%, Tier 3 – 25% • By Designation— C-level Executives - 30%, Directors - 40%, Others – 30% • By Region—Americas - 40%, Europe - 32%, Asia Pacific - 23%, RoW - 5% The precision farming software market is dominated by a few globally established players such as Deere & Company (US), Trimble Inc. (US), AGCO Corporation (US), Raven Industries, Inc. (US), AgEagle Aerial Systems Inc (US), AgJunction LLC (US), Ag Leader Technology (US), TOPCON CORPORATION (Japan), Climate LLC (US), TeeJet Technologies (US). The study includes an in-depth competitive analysis of these key players in the precision farming software market, with their company profiles, recent developments, and key market strategies. Research Coverage: The report segments the precision farming software market and forecasts its size by delivery model, technology, application, and region. The report also discusses the drivers, restraints, opportunities, and challenges pertaining to the market. It gives a detailed view of the market across four main regions—Americas, Europe, Asia Pacific, and RoW. Supply chain analysis has been included in the report, along with the key players and their competitive analysis in the precision farming software ecosystem. Key Benefits to Buy the Report: • Analysis of Key Drivers (Rapid adoption of advanced technologies in precision farming software, Rapid adoption of advanced technologies in precision farming software, Rapid adoption of advanced technologies in precision farming software). Restraints (Rapid adoption of advanced technologies in precision farming software, Requires specialized expertise to navigate effectively). Opportunities (Requires specialized expertise to navigate effectively, Establishing intellectual property benefits on farming innovations, Rising use of AI-based solutions in precision farming software, Adoption of digital technologies in sustainable farming) and Challenges (Legal, ethical and social barriers related to data ownership, privacy and security, Lack of standardization and compatibility among different technologies). • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product launches in the precision farming software market. • Market Development: Comprehensive information about lucrative markets – the report analyses the precision farming software market across varied regions • Market Diversification: Exhaustive information about new software, untapped geographies, recent developments, and investments in the precision farming software market. • Competitive Assessment: In-depth assessment of market shares, growth strategies, and product offerings of leading players like Deere & Company (US), Trimble Inc. (US), AGCO Corporation (US), Raven Industries, Inc. (US), AgEagle Aerial Systems Inc (US) among others in the precision farming software market.

Table of Contents

  • 1 INTRODUCTION 31

    • 1.1 STUDY OBJECTIVES 31
    • 1.2 MARKET DEFINITION 31
    • 1.3 MARKET SCOPE 32
      • 1.3.1 MARKETS COVERED 32
      • 1.3.2 REGIONAL SCOPE 33
      • 1.3.3 INCLUSIONS AND EXCLUSIONS 33
      • 1.3.4 YEARS CONSIDERED 34
    • 1.4 CURRENCY CONSIDERED 34
    • 1.5 STAKEHOLDERS 34
    • 1.6 SUMMARY OF CHANGES 35
    • 1.7 IMPACT OF RECESSION 36
  • 2 RESEARCH METHODOLOGY 37

    • 2.1 RESEARCH DATA 37
      • 2.1.1 SECONDARY DATA 38
        • 2.1.1.1 List of major secondary sources 38
        • 2.1.1.2 Key data from secondary sources 39
      • 2.1.2 PRIMARY DATA 39
        • 2.1.2.1 List of primary interview participants 39
        • 2.1.2.2 Breakdown of primaries 40
        • 2.1.2.3 Key data from primary sources 40
        • 2.1.2.4 Key industry insights 41
    • 2.2 MARKET SIZE ESTIMATION METHODOLOGY 41
      • 2.2.1 TOP-DOWN APPROACH 42
        • 2.2.1.1 Approach to arrive at market size using top-down analysis (supply side) 42
      • 2.2.2 BOTTOM-UP APPROACH 44
        • 2.2.2.1 Approach to arrive at market size using bottom-up analysis (demand side) 44
    • 2.3 GROWTH FORECAST 46
    • 2.4 MARKET BREAKDOWN AND DATA TRIANGULATION 47
    • 2.5 RESEARCH ASSUMPTIONS 48
    • 2.6 RESEARCH LIMITATIONS 48
    • 2.7 RISK FACTORS 49
    • 2.8 RISK ASSESSMENT 49
  • 3 EXECUTIVE SUMMARY 51

  • 4 PREMIUM INSIGHTS 55

    • 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN PRECISION FARMING SOFTWARE MARKET 55
    • 4.2 PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL 55
    • 4.3 PRECISION FARMING SOFTWARE MARKET, BY APPLICATION 56
    • 4.4 PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY 56
    • 4.5 PRECISION FARMING SOFTWARE MARKET, BY REGION 57
  • 5 MARKET OVERVIEW 58

    • 5.1 INTRODUCTION 58
    • 5.2 MARKET DYNAMICS 58
      • 5.2.1 DRIVERS 59
        • 5.2.1.1 Rapid advancements in AI and ML technologies 59
        • 5.2.1.2 Increased adoption of IoT devices to collect real-time agricultural data 59
        • 5.2.1.3 High emphasis on enhancing food security 60
      • 5.2.2 RESTRAINTS 61
        • 5.2.2.1 High upfront costs of precision farming software 61
        • 5.2.2.2 Requirement for high expertise to effectively operate farming software 61
      • 5.2.3 OPPORTUNITIES 62
        • 5.2.3.1 Establishment of standardized agricultural data protocols 62
        • 5.2.3.2 Development of supportive intellectual property frameworks 62
        • 5.2.3.3 Use of AI-powered drones in farming 62
        • 5.2.3.4 Adoption of digital technologies to promote sustainable farming 63
      • 5.2.4 CHALLENGES 64
        • 5.2.4.1 Legal, ethical, and social issues related to agricultural data ownership, privacy, and security 64
        • 5.2.4.2 Lack of standardization of agricultural technologies 64
    • 5.3 SUPPLY CHAIN ANALYSIS 65
    • 5.4 ECOSYSTEM ANALYSIS 66
    • 5.5 INVESTMENT AND FUNDING SCENARIO 69
    • 5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 69
    • 5.7 TECHNOLOGY ANALYSIS 70
      • 5.7.1 KEY TECHNOLOGY 70
        • 5.7.1.1 Global positioning systems/Global navigation satellite systems 70
        • 5.7.1.2 Data analytics & machine learning 71
      • 5.7.2 COMPLIMENTARY TECHNOLOGY 71
        • 5.7.2.1 Artificial intelligence 71
      • 5.7.3 ADJACENT TECHNOLOGY 71
        • 5.7.3.1 Internet of Things (IoT) 71
    • 5.8 CASE STUDY ANALYSIS 72
      • 5.8.1 LOACKER DEPLOYS CROPIN’S SMART FARMING SOLUTIONS TO ENSURE SUSTAINABLE HAZELNUT PRODUCTION 72
      • 5.8.2 ACCENTURE COLLABORATES WITH PROAGRICA TO DEVELOP USER INTERFACES AND DATA SERVICE PLATFORMS FOR FARMERS 72
      • 5.8.3 CROPX TECHNOLOGIES LTD. AND REINKE MANUFACTURING CO., INC. DEVELOP WATER MANAGEMENT SOLUTIONS TO BOOST SUSTAINABLE FARMING 73
      • 5.8.4 AGCO CORPORATION DEVELOPS INNOVATIVE SOLUTIONS TO INTEGRATE FARM EQUIPMENT INTO SINGLE PLATFORM 73
    • 5.9 PORTER’S FIVE FORCE ANALYSIS 74
      • 5.9.1 INTENSITY OF COMPETITIVE RIVALRY 75
      • 5.9.2 THREAT OF SUBSTITUTES 76
      • 5.9.3 BARGAINING POWER OF BUYERS 76
      • 5.9.4 BARGAINING POWER OF SUPPLIERS 76
      • 5.9.5 THREAT OF NEW ENTRANTS 76
    • 5.10 TRADE ANALYSIS 77
      • 5.10.1 IMPORT SCENARIO 77
      • 5.10.2 EXPORT SCENARIO 78
    • 5.11 PATENT ANALYSIS 79
    • 5.12 KEY CONFERENCES AND EVENTS, 2024 84
    • 5.13 REGULATORY LANDSCAPE AND STANDARDS 85
      • 5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
      • 5.13.2 STANDARDS 87
    • 5.14 KEY STAKEHOLDERS AND BUYING CRITERIA 88
      • 5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS 88
      • 5.14.2 BUYING CRITERIA 89
    • 5.15 PRICING ANALYSIS 90
      • 5.15.1 AVERAGE SELLING PRICE OF PRECISION FARMING SOFTWARE 90
      • 5.15.2 AVERAGE SELLING PRICE OF PRECISION FARMING SOFTWARE OFFERED BY KEY PLAYERS 90
      • 5.15.3 AVERAGE SELLING PRICE OF PRECISION FARMING SOFTWARE FOR CLOUD-BASED DELIVERY MODEL, BY REGION 91
  • 6 PRECISION FARMING SOFTWARE SERVICES 92

    • 6.1 INTRODUCTION 92
    • 6.2 SYSTEM INTEGRATION SERVICES 92
    • 6.3 MANAGED SERVICES 92
      • 6.3.1 FARM OPERATION SERVICES 93
      • 6.3.2 DATA SERVICES 93
      • 6.3.3 ANALYTICS SERVICES 94
    • 6.4 CONNECTIVITY SERVICES 94
    • 6.5 ASSISTED PROFESSIONAL SERVICES 95
      • 6.5.1 SUPPLY CHAIN MANAGEMENT SERVICES 95
      • 6.5.2 CLIMATE INFORMATION SERVICES 96
      • 6.5.3 OTHER ASSISTED PROFESSIONAL SERVICES 96
    • 6.6 MAINTENANCE, UPGRADATION & SUPPORT SERVICES 97
  • 7 PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL 98

    • 7.1 INTRODUCTION 99
    • 7.2 ON-PREMISES 100
      • 7.2.1 ENFORCEMENT OF REGULATIONS TO ENSURE AGRICULTURAL DATA PRIVACY AND SECURITY TO BOOST SEGMENTAL GROWTH 100
    • 7.3 CLOUD-BASED 101
      • 7.3.1 EASY ACCESSIBILITY AND SCALABILITY TO FUEL DEMAND FOR CLOUD-BASED PRECISION FARMING TECHNOLOGY 101
      • 7.3.2 SOFTWARE-AS-A-SERVICE 103
      • 7.3.3 PLATFORM-AS-A-SERVICE 104
  • 8 PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY 105

    • 8.1 INTRODUCTION 106
    • 8.2 GUIDANCE TECHNOLOGY 107
      • 8.2.1 GPS-/GNSS-BASED 109
        • 8.2.1.1 Deployment of GPS-/GNSS-based guidance technology to customize agricultural fields to facilitate segmental growth 109
      • 8.2.2 GIS-BASED 110
        • 8.2.2.1 Reliance on GIS technology to manage spatial data to contribute to segmental growth 110
    • 8.3 REMOTE SENSING & CONTROL SYSTEM TECHNOLOGY 111
      • 8.3.1 HANDHELD/GROUND-BASED SENSORS 113
        • 8.3.1.1 Implementation of handheld/ground-based sensors to collect real-time crop health data to accelerate segmental growth 113
      • 8.3.2 SATELLITE/AERIAL SENSORS 114
        • 8.3.2.1 Adoption of satellite/aerial sensors to analyze field and crop conditions to foster segmental growth 114
    • 8.4 VARIABLE RATE TECHNOLOGY 114
      • 8.4.1 MAP-BASED 116
        • 8.4.1.1 Deployment of variable rate technology to generate detailed field maps and allocate resources to boost segmental growth 116
      • 8.4.2 SENSOR-BASED 117
        • 8.4.2.1 Utilization of advanced sensors in precision farming to collect real-time data to propel market 117
  • 9 PRECISION FARMING SOFTWARE MARKET, BY APPLICATION 118

    • 9.1 INTRODUCTION 119
    • 9.2 YIELD MONITORING 121
      • 9.2.1 ON-FARM 123
        • 9.2.1.1 Adoption of on-farm yield monitoring systems to address yield inconsistencies caused by irrigation to fuel segmental growth 123
      • 9.2.2 OFF-FARM 124
        • 9.2.2.1 Use of off-farm yield monitors to draw data from agricultural cooperatives to accelerate segmental growth 124
    • 9.3 CROP SCOUTING 125
      • 9.3.1 REQUIREMENT FOR MITIGATING CROP DAMAGE AND ENHANCING YIELDS TO BOOST SEGMENTAL GROWTH 125
      • 9.3.2 PRE-SEEDING SCOUTING 126
      • 9.3.3 POST-SEEDING SCOUTING 126
      • 9.3.4 CROP MONITORING 127
    • 9.4 FIELD MAPPING 127
      • 9.4.1 BOUNDARY MAPPING 129
        • 9.4.1.1 Reliance on boundary mapping solutions to facilitate precise farm resource management to drive market 129
      • 9.4.2 DRAINAGE MAPPING 129
        • 9.4.2.1 Adoption of precision farming software to optimize drainage infrastructure to augment segmental growth 129
    • 9.5 WEATHER TRACKING & FORECASTING 129
      • 9.5.1 REQUIREMENT FOR REAL-TIME WEATHER DATA TO ENHANCE CROP MANAGEMENT TO PROPEL MARKET 129
    • 9.6 INVENTORY MANAGEMENT 131
      • 9.6.1 IMPLEMENTATION OF INVENTORY MANAGEMENT SOFTWARE WITH TRACEABILITY FEATURES TO FOSTER SEGMENTAL GROWTH 131
    • 9.7 VARIABLE RATE APPLICATION 132
      • 9.7.1 PRECISION IRRIGATION 133
        • 9.7.1.1 Use of precision irrigation systems to reduce water wastage to contribute to segmental growth 133
      • 9.7.2 PRECISION FERTILIZATION 134
        • 9.7.2.1 Adoption of precision fertilization systems to optimize nutrient usage and enhance plant growth to drive market 134
      • 9.7.3 PRECISION SEEDING 134
        • 9.7.3.1 Reliance on precision seeding systems to minimize seed wastage to facilitate segmental growth 134
      • 9.7.4 OTHER VARIABLE RATE APPLICATIONS 134
    • 9.8 FARM LABOR MANAGEMENT 135
      • 9.8.1 NEED FOR EFFECTIVE FARM LABOR MANAGEMENT TO ENHANCE OPERATIONAL EFFICIENCY TO DRIVE MARKET 135
    • 9.9 FINANCIAL MANAGEMENT 136
      • 9.9.1 USE OF FINANCIAL MANAGEMENT SOLUTIONS TO MANAGE EXPENSES AND IMPROVE BUSINESS OPERATIONS TO PROPEL MARKET 136
    • 9.10 OTHER APPLICATIONS 137
  • 10 PRECISION FARMING SOFTWARE MARKET, BY REGION 139

    • 10.1 INTRODUCTION 140
    • 10.2 AMERICAS 142
      • 10.2.1 RECESSION IMPACT ON PRECISION FARMING SOFTWARE MARKET IN AMERICAS 142
      • 10.2.2 NORTH AMERICA 146
        • 10.2.2.1 US 147
          • 10.2.2.1.1 Rising investment in harvesting robots to facilitate market growth 147
        • 10.2.2.2 Canada 148
          • 10.2.2.2.1 Increasing use of agricultural drones to contribute to market growth 148
        • 10.2.2.3 Mexico 149
          • 10.2.2.3.1 Growing emphasis on promoting sustainable farming practices to accelerate market growth 149
      • 10.2.3 SOUTH AMERICA 149
        • 10.2.3.1 Brazil 151
          • 10.2.3.1.1 Increasing adoption of autonomous harvesting technology by commercial farmers to augment market growth 151
        • 10.2.3.2 Argentina 151
          • 10.2.3.2.1 Rising focus on advancing precision agriculture technologies to increase crop productivity to propel market 151
        • 10.2.3.3 Rest of South America 152
    • 10.3 EUROPE 152
      • 10.3.1 RECESSION IMPACT ON PRECISION FARMING SOFTWARE MARKET IN EUROPE 152
      • 10.3.2 UK 156
        • 10.3.2.1 Increasing development of autonomous farming vehicles to facilitate market growth 156
      • 10.3.3 GERMANY 157
        • 10.3.3.1 Rising foreign investment in agriculture industry to contribute to market growth 157
      • 10.3.4 FRANCE 157
        • 10.3.4.1 Growing allocation of funds to ensure food security to fuel market growth 157
      • 10.3.5 ITALY 158
        • 10.3.5.1 Rapid advancements in irrigation sensors and other farming technologies to augment market growth 158
      • 10.3.6 NETHERLANDS 158
        • 10.3.6.1 Increasing development of harvesting robots to offer lucrative opportunities for precision farming software developers 158
      • 10.3.7 REST OF EUROPE 158
    • 10.4 ASIA PACIFIC 159
      • 10.4.1 RECESSION IMPACT ON PRECISION FARMING SOFTWARE MARKET IN ASIA PACIFIC 159
      • 10.4.2 CHINA 163
        • 10.4.2.1 Government-led investments in AI farming technology to drive market 163
      • 10.4.3 JAPAN 164
        • 10.4.3.1 Advancements in soil sensors and nutrient mapping systems to foster market growth 164
      • 10.4.4 AUSTRALIA 164
        • 10.4.4.1 Emphasis on enhancing profitability and sustainability of farming solutions to accelerate market growth 164
      • 10.4.5 INDIA 165
        • 10.4.5.1 Adoption of autonomous vehicles to perform agricultural tasks to fuel market growth 165
      • 10.4.6 SOUTH KOREA 165
        • 10.4.6.1 Establishment of smart farming villages to drive market 165
      • 10.4.7 REST OF ASIA PACIFIC 166
    • 10.5 ROW 166
      • 10.5.1 RECESSION IMPACT ON PRECISION FARMING SOFTWARE MARKET IN ROW 166
      • 10.5.2 MIDDLE EAST & AFRICA 169
        • 10.5.2.1 GCC countries 170
          • 10.5.2.1.1 Deployment of advanced agricultural technologies to drive market 170
        • 10.5.2.2 Rest of Middle East & Africa 171
      • 10.5.3 RUSSIA 171
        • 10.5.3.1 Increasing development of crop production software to accelerate market growth 171
  • 11 COMPETITIVE LANDSCAPE 172

    • 11.1 OVERVIEW 172
    • 11.2 STRATEGIES ADOPTED BY KEY PLAYERS, 2020-2023 173
      • 11.2.1 PRODUCT PORTFOLIO EXPANSION 174
      • 11.2.2 REGIONAL FOOTPRINT EXPANSION 174
      • 11.2.3 MANUFACTURING FOOTPRINT EXPANSION 174
      • 11.2.4 ORGANIC/INORGANIC GROWTH STRATEGIES 175
    • 11.3 MARKET SHARE ANALYSIS, 2023 175
    • 11.4 REVENUE ANALYSIS OF FIVE KEY COMPANIES, 2019-2023 177
    • 11.5 COMPANY VALUATION AND FINANCIAL METRICS 179
    • 11.6 BRAND/PRODUCT COMPARISON 180
    • 11.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023 180
      • 11.7.1 STARS 180
      • 11.7.2 EMERGING LEADERS 181
      • 11.7.3 PERVASIVE PLAYERS 181
      • 11.7.4 PARTICIPANTS 182
      • 11.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023 183
        • 11.7.5.1 Overall footprint 183
        • 11.7.5.2 Technology footprint 184
        • 11.7.5.3 Application footprint 185
        • 11.7.5.4 Region footprint 186
    • 11.8 COMPANY EVALUATION MATRIX: START-UPS/SMES, 2023 187
      • 11.8.1 PROGRESSIVE COMPANIES 187
      • 11.8.2 RESPONSIVE COMPANIES 187
      • 11.8.3 DYNAMIC COMPANIES 187
      • 11.8.4 STARTING BLOCKS 187
      • 11.8.5 COMPETITIVE BENCHMARKING: START-UPS/SMES, 2023 189
        • 11.8.5.1 List of key start-ups/SMEs 189
        • 11.8.5.2 Competitive benchmarking of key start-ups/SMEs 190
    • 11.9 COMPETITIVE SCENARIOS AND TRENDS 190
      • 11.9.1 PRODUCT LAUNCHES 190
      • 11.9.2 DEALS 196
  • 12 COMPANY PROFILES 202

    • 12.1 KEY PLAYERS 202
      • 12.1.1 DEERE & COMPANY 202
      • 12.1.2 TRIMBLE INC 208
      • 12.1.3 AGCO CORPORATION 217
      • 12.1.4 RAVEN INDUSTRIES, INC 224
      • 12.1.5 AGJUNCTION LLC 230
      • 12.1.6 AG LEADER TECHNOLOGY 234
      • 12.1.7 AGEAGLE AERIAL SYSTEMS INC 237
        • 12.1.7.2 Products/Solutions/Services offered 238
        • 12.1.7.3 Recent developments 239
          • 12.1.7.3.1 Product/Service launches/developments 239
          • 12.1.7.3.2 Deals 240
      • 12.1.8 TOPCON CORPORATION 242
      • 12.1.9 CLIMATE LLC 248
      • 12.1.10 TEEJET TECHNOLOGIES 252
    • 12.2 OTHER PLAYERS 254
      • 12.2.1 HEXAGON AB 254
      • 12.2.2 ABACO S.P.A 255
      • 12.2.3 PRECISIONHAWK 256
      • 12.2.4 EC2CE 257
      • 12.2.5 DESCARTES LABS INC 258
      • 12.2.6 CROPX INC 259
      • 12.2.7 FARMERS EDGE INC 260
      • 12.2.8 GROWNETICS 261
      • 12.2.9 CROPIN TECHNOLOGY SOLUTIONS PRIVATE LIMITED 262
      • 12.2.10 GAMAYA 263
      • 12.2.11 FIELDBEE 264
      • 12.2.12 AVMAP S.R.L 264
      • 12.2.13 DICKEY-JOHN 265
      • 12.2.14 TELUS 266
      • 12.2.15 MÜLLER-ELEKTRONIK GMBH 267
  • 13 APPENDIX 268

    • 13.1 INSIGHTS FROM INDUSTRY EXPERTS 268
    • 13.2 DISCUSSION GUIDE 268
    • 13.3 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 272
    • 13.4 CUSTOMIZATION OPTIONS 274
    • 13.5 RELATED REPORTS 274
    • 13.6 AUTHOR DETAILS 275

TABLE 1 PRECISION FARMING SOFTWARE MARKET: RESEARCH ASSUMPTIONS TABLE 2 PRECISION FARMING SOFTWARE MARKET: RISK FACTORS TABLE 3 PRECISION FARMING SOFTWARE MARKET: RECESSION IMPACT TABLE 4 ROLE OF KEY PLAYERS IN PRECISION FARMING SOFTWARE ECOSYSTEM TABLE 5 PRECISION FARMING SOFTWARE MARKET: PORTER’S FIVE FORCES ANALYSIS TABLE 6 IMPORT DATA FOR HS CODE 8433-COMPLIANT PRODUCTS, BY COUNTRY, 2018-2022 (USD MILLION) TABLE 7 EXPORT DATA FOR HS CODE 8433-COMPLIANT PRODUCTS, BY COUNTRY, 2018-2022 (USD MILLION) TABLE 8 PRECISION FARMING SOFTWARE MARKET: LIST OF PATENTS, 2020-2023 TABLE 9 PRECISION FARMING SOFTWARE MARKET: LIST OF KEY CONFERENCES AND EVENTS, 2024 TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS TABLE 13 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS TABLE 14 PRECISION FARMING SOFTWARE MARKET: INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS TABLE 15 PRECISION FARMING SOFTWARE MARKET: KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS TABLE 16 AVERAGE SELLING PRICE OF PRECISION FARMING SOFTWARE OFFERED BY KEY PLAYERS, 2023 TABLE 17 AVERAGE SELLING PRICE OF PRECISION FARMING SOFTWARE FOR CLOUD-BASED DELIVERY MODEL, BY REGION, 2020-2023 (USD) TABLE 18 PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020-2023 (USD MILLION) TABLE 19 PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024-2029 (USD MILLION) TABLE 20 ON-PREMISES: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 21 ON-PREMISES: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 22 ON-PREMISES: PRECISION FARMING SOFTWARE MARKET IN AMERICAS, BY REGION, 2020-2023 (USD MILLION) TABLE 23 ON-PREMISES: PRECISION FARMING SOFTWARE MARKET IN AMERICAS, BY REGION, 2024-2029 (USD MILLION) TABLE 24 CLOUD-BASED: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 25 CLOUD-BASED: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 26 CLOUD-BASED: PRECISION FARMING SOFTWARE MARKET IN AMERICAS, BY REGION, 2020-2023 (USD MILLION) TABLE 27 CLOUD-BASED: PRECISION FARMING SOFTWARE MARKET IN AMERICAS, BY REGION, 2024-2029 (USD MILLION) TABLE 28 PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2020-2023 (USD MILLION) TABLE 29 PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION) TABLE 30 GUIDANCE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 31 GUIDANCE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 32 GUIDANCE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2020-2023 (USD MILLION) TABLE 33 GUIDANCE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2024-2029 (USD MILLION) TABLE 34 REMOTE SENSING & CONTROL SYSTEM TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 35 REMOTE SENSING & CONTROL SYSTEM TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 36 REMOTE SENSING & CONTROL SYSTEM TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2020-2023 (USD MILLION) TABLE 37 REMOTE SENSING & CONTROL SYSTEM TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2024-2029 (USD MILLION) TABLE 38 VARIABLE RATE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 39 VARIABLE RATE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 40 VARIABLE RATE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2020-2023 (USD MILLION) TABLE 41 VARIABLE RATE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2024-2029 (USD MILLION) TABLE 42 PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2020-2023 (USD MILLION) TABLE 43 PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2024-2029 (USD MILLION) TABLE 44 YIELD MONITORING BENEFITS TABLE 45 YIELD MONITORING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 46 YIELD MONITORING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 47 YIELD MONITORING: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2020-2023 (USD MILLION) TABLE 48 YIELD MONITORING: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2024-2029 (USD MILLION) TABLE 49 CROP SCOUTING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 50 CROP SCOUTING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 51 FIELD MAPPING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 52 FIELD MAPPING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 53 FIELD MAPPING: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2020-2023 (USD MILLION) TABLE 54 FIELD MAPPING: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2024-2029 (USD MILLION) TABLE 55 WEATHER TRACKING & FORECASTING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 56 WEATHER TRACKING & FORECASTING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 57 INVENTORY MANAGEMENT: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 58 INVENTORY MANAGEMENT: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 59 VARIABLE RATE APPLICATION: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 60 VARIABLE RATE APPLICATION: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 61 VARIABLE RATE APPLICATION: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2020-2023 (USD MILLION) TABLE 62 VARIABLE RATE APPLICATION: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2024-2029 (USD MILLION) TABLE 63 FARM LABOR MANAGEMENT: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 64 FARM LABOR MANAGEMENT: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 65 FINANCIAL MANAGEMENT: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 66 FINANCIAL MANAGEMENT: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 67 OTHER APPLICATIONS: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 68 OTHER APPLICATIONS: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 69 PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 70 PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 71 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020-2023 (USD MILLION) TABLE 72 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION) TABLE 73 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020-2023 (USD MILLION) TABLE 74 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024-2029 (USD MILLION) TABLE 75 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2020-2023 (USD MILLION) TABLE 76 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2024-2029 (USD MILLION) TABLE 77 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2020-2023 (USD MILLION) TABLE 78 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION) TABLE 79 NORTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2020-2023 (USD MILLION) TABLE 80 NORTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2024-2029 (USD MILLION) TABLE 81 NORTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020-2023 (USD MILLION) TABLE 82 NORTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024-2029 (USD MILLION) TABLE 83 SOUTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2020-2023 (USD MILLION) TABLE 84 SOUTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2024-2029 (USD MILLION) TABLE 85 SOUTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020-2023 (USD MILLION) TABLE 86 SOUTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024-2029 (USD MILLION) TABLE 87 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2020-2023 (USD MILLION) TABLE 88 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2024-2029 (USD MILLION) TABLE 89 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020-2023 (USD MILLION) TABLE 90 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024-2029 (USD MILLION) TABLE 91 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2020-2023 (USD MILLION) TABLE 92 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2024-2029 (USD MILLION) TABLE 93 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2020-2023 (USD MILLION) TABLE 94 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION) TABLE 95 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2020-2023 (USD MILLION) TABLE 96 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2024-2029 (USD MILLION) TABLE 97 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020-2023 (USD MILLION) TABLE 98 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024-2029 (USD MILLION) TABLE 99 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2020-2023 (USD MILLION) TABLE 100 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2024-2029 (USD MILLION) TABLE 101 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2020-2023 (USD MILLION) TABLE 102 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION) TABLE 103 ROW: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY/REGION, 2020-2023 (USD MILLION) TABLE 104 ROW: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY/REGION, 2024-2029 (USD MILLION) TABLE 105 ROW: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020-2023 (USD MILLION) TABLE 106 ROW: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024-2029 (USD MILLION) TABLE 107 ROW: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2020-2023 (USD MILLION) TABLE 108 ROW: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2024-2029 (USD MILLION) TABLE 109 ROW: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2020-2023 (USD MILLION) TABLE 110 ROW: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION) TABLE 111 MIDDLE EAST & AFRICA: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY/REGION, 2020-2023 (USD MILLION) TABLE 112 MIDDLE EAST & AFRICA: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY/REGION, 2024-2029 (USD MILLION) TABLE 113 PRECISION FARMING SOFTWARE MARKET: STRATEGIES ADOPTED BY KEY PLAYERS, 2020-2023 TABLE 114 PRECISION FARMING SOFTWARE MARKET: DEGREE OF COMPETITION, 2023 TABLE 115 PRECISION FARMING SOFTWARE MARKET: TECHNOLOGY FOOTPRINT TABLE 116 PRECISION FARMING SOFTWARE MARKET: APPLICATION FOOTPRINT TABLE 117 PRECISION FARMING SOFTWARE MARKET: REGION FOOTPRINT TABLE 118 PRECISION FARMING SOFTWARE MARKET: LIST OF KEY START-UPS/SMES TABLE 119 PRECISION FARMING SOFTWARE MARKET: COMPETITIVE BENCHMARKING OF KEY START-UPS/SMES TABLE 120 PRECISION FARMING SOFTWARE MARKET: PRODUCT LAUNCHES, JANUARY 2020-DECEMBER 2023 TABLE 121 PRECISION FARMING SOFTWARE MARKET: DEALS, JANUARY 2020-DECEMBER 2023 TABLE 122 DEERE & COMPANY: COMPANY OVERVIEW TABLE 123 DEERE & COMPANY: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 124 DEERE & COMPANY: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS TABLE 125 DEERE & COMPANY: DEALS TABLE 126 TRIMBLE INC.: COMPANY OVERVIEW TABLE 127 TRIMBLE INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 128 TRIMBLE INC.: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS TABLE 129 TRIMBLE INC.: DEALS TABLE 130 AGCO CORPORATION: COMPANY OVERVIEW TABLE 131 AGCO CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 132 AGCO CORPORATION: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS TABLE 133 AGCO CORPORATION: DEALS TABLE 134 AGCO CORPORATION: OTHERS TABLE 135 RAVEN INDUSTRIES, INC.: COMPANY OVERVIEW TABLE 136 RAVEN INDUSTRIES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 137 RAVEN INDUSTRIES, INC.: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS TABLE 138 RAVEN INDUSTRIES, INC.: DEALS TABLE 139 RAVEN INDUSTRIES, INC.: EXPANSIONS TABLE 140 AGJUNCTION LLC: COMPANY OVERVIEW TABLE 141 AGJUNCTION LLC: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 142 AGJUNCTION LLC: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS TABLE 143 AGJUNCTION LLC: DEALS TABLE 144 AG LEADER TECHNOLOGY: COMPANY OVERVIEW TABLE 145 AG LEADER TECHNOLOGY: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 146 AG LEADER TECHNOLOGY: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS TABLE 147 AGEAGLE AERIAL SYSTEMS INC: COMPANY OVERVIEW TABLE 148 AGEAGLE AERIAL SYSTEMS INC: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 149 AGEAGLE AERIAL SYSTEMS INC: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS TABLE 150 AGEAGLE AERIAL SYSTEMS INC: DEALS TABLE 151 TOPCON CORPORATION: COMPANY OVERVIEW TABLE 152 TOPCON CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 153 TOPCON CORPORATION: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS TABLE 154 TOPCON CORPORATION: DEALS TABLE 155 TOPCON CORPORATION: OTHERS TABLE 156 CLIMATE LLC: COMPANY OVERVIEW TABLE 157 CLIMATE LLC: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 158 CLIMATE LLC: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS TABLE 159 CLIMATE LLC: DEALS TABLE 160 TEEJET TECHNOLOGIES: COMPANY OVERVIEW TABLE 161 TEEJET TECHNOLOGIES: PRODUCTS/SOLUTIONS/SERVICES OFFERED

FIGURE 1 PRECISION FARMING SOFTWARE MARKET SEGMENTATION FIGURE 2 PRECISION FARMING SOFTWARE MARKET: RESEARCH DESIGN FIGURE 3 PRECISION FARMING SOFTWARE MARKET: PROCESS FLOW FIGURE 4 PRECISION FARMING SOFTWARE MARKET: TOP-DOWN APPROACH FIGURE 5 PRECISION FARMING SOFTWARE MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY SIDE (APPROACH 1) FIGURE 6 PRECISION FARMING SOFTWARE MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY SIDE (APPROACH 2) FIGURE 7 PRECISION FARMING SOFTWARE MARKET: BOTTOM-UP APPROACH FIGURE 8 PRECISION FARMING SOFTWARE MARKET SIZE ESTIMATION METHODOLOGY (DEMAND SIDE) FIGURE 9 PRECISION FARMING SOFTWARE MARKET: DATA TRIANGULATION FIGURE 10 PRECISION FARMING SOFTWARE MARKET: RISK ASSESSMENT FIGURE 11 PRECISION FARMING SOFTWARE MARKET, 2020-2029 (USD BILLION) FIGURE 12 ON-PREMISES DELIVERY MODEL TO HOLD LARGER SHARE OF PRECISION FARMING SOFTWARE MARKET IN 2029 FIGURE 13 GUIDANCE TECHNOLOGY TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 FIGURE 14 YIELD MONITORING APPLICATION TO DOMINATE PRECISION FARMING SOFTWARE MARKET DURING FORECAST PERIOD FIGURE 15 ASIA PACIFIC TO RECORD HIGHEST CAGR IN PRECISION FARMING SOFTWARE MARKET BETWEEN 2024 AND 2029 FIGURE 16 RISING ADOPTION OF ADVANCED AGRICULTURAL TECHNOLOGIES TO OFFER LUCRATIVE OPPORTUNITIES FOR PLAYERS IN PRECISION FARMING SOFTWARE MARKET FIGURE 17 ON-PREMISES DELIVERY MODEL TO DOMINATE MARKET FROM 2024 TO 2029 FIGURE 18 YIELD MONITORING APPLICATION TO HOLD LARGEST MARKET SHARE IN 2029 FIGURE 19 GUIDANCE TECHNOLOGY TO DOMINATE MARKET BETWEEN 2024 AND 2029 FIGURE 20 ASIA PACIFIC TO EXHIBIT HIGHEST CAGR IN PRECISION FARMING SOFTWARE MARKET DURING FORECAST PERIOD FIGURE 21 PRECISION FARMING SOFTWARE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES FIGURE 22 IMPACT ANALYSIS: DRIVERS FIGURE 23 IMPACT ANALYSIS: RESTRAINTS FIGURE 24 IMPACT ANALYSIS: OPPORTUNITIES FIGURE 25 IMPACT ANALYSIS: CHALLENGES FIGURE 26 PRECISION FARMING SOFTWARE MARKET: SUPPLY CHAIN ANALYSIS FIGURE 27 KEY PLAYERS IN PRECISION FARMING SOFTWARE ECOSYSTEM FIGURE 28 PRECISION FARMING SOFTWARE MARKET: INVESTMENT AND FUNDING SCENARIO FIGURE 29 PRECISION FARMING SOFTWARE MARKET: TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES FIGURE 30 PRECISION FARMING SOFTWARE MARKET: PORTER’S FIVE FORCES ANALYSIS FIGURE 31 IMPORT DATA FOR HS CODE 8433-COMPLIANT PRODUCTS, BY COUNTRY, 2018-2022 (USD MILLION) FIGURE 32 EXPORT DATA FOR HS CODE 8433-COMPLIANT PRODUCTS, BY COUNTRY, 2018-2022 (USD MILLION) FIGURE 33 PRECISION FARMING SOFTWARE: PATENTS APPLIED AND GRANTED, 2014-2023 FIGURE 34 PRECISION FARMING SOFTWARE MARKET: INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE APPLICATIONS FIGURE 35 PRECISION FARMING SOFTWARE MARKET: KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS FIGURE 36 AVERAGE SELLING PRICE OF PRECISION FARMING SOFTWARE, 2020-2023 FIGURE 37 CLOUD-BASED DELIVERY MODEL TO RECORD HIGHEST CAGR IN PRECISION FARMING SOFTWARE MARKET DURING FORECAST PERIOD FIGURE 38 GUIDANCE TECHNOLOGY TO DOMINATE PRECISION FARMING SOFTWARE MARKET BETWEEN 2024 AND 2029 FIGURE 39 WEATHER TRACKING & FORECASTING APPLICATION TO RECORD HIGHEST CAGR FROM 2024 TO 2029 FIGURE 40 ASIA PACIFIC TO EXHIBIT HIGHEST CAGR IN PRECISION FARMING SOFTWARE MARKET BETWEEN 2024 AND 2029 FIGURE 41 AMERICAS: PRECISION FARMING SOFTWARE MARKET SNAPSHOT FIGURE 42 EUROPE: PRECISION FARMING SOFTWARE MARKET SNAPSHOT FIGURE 43 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET SNAPSHOT FIGURE 44 PRECISION FARMING SOFTWARE MARKET SHARE ANALYSIS, 2023 FIGURE 45 PRECISION FARMING SOFTWARE MARKET: REVENUE ANALYSIS OF FIVE KEY PLAYERS, 2019-2023 FIGURE 46 PRECISION FARMING SOFTWARE MARKET: ENTERPRISE VALUATION FIGURE 47 PRECISION FARMING SOFTWARE MARKET: FINANCIAL METRICS FIGURE 48 PRECISION FARMING SOFTWARE: BRAND/PRODUCT COMPARISON FIGURE 49 PRECISION FARMING SOFTWARE: COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023 FIGURE 50 PRECISION FARMING SOFTWARE MARKET: OVERALL FOOTPRINT FIGURE 51 PRECISION FARMING SOFTWARE MARKET: COMPANY EVALUATION MATRIX: START-UPS/SMES, 2023 FIGURE 52 DEERE & COMPANY: COMPANY SNAPSHOT FIGURE 53 TRIMBLE INC.: COMPANY SNAPSHOT FIGURE 54 AGCO CORPORATION: COMPANY SNAPSHOT FIGURE 55 RAVEN INDUSTRIES, INC.: COMPANY SNAPSHOT FIGURE 56 AGEAGLE AERIAL SYSTEMS INC: COMPANY OVERVIEW FIGURE 57 TOPCON CORPORATION: COMPANY OVERVIEW

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