市場調査レポート

商品コード

農業アナリティクスの世界市場規模、シェア、産業動向分析レポート：提供サービス別（ソリューションとサービス）、農業タイプ別、エンドユーザー別、農場規模別、技術別、地域別展望と予測、2023年～2030年

Global Agriculture Analytics Market Size, Share & Industry Trends Analysis Report By Offering (Solution and Services), By Agriculture Type, By End User, By Farm Size, By Technology, By Regional Outlook and Forecast, 2023 - 2030

出版日: 2023年07月31日 | 発行: KBV Research

| ページ情報: 英文 391 Pages | 納期: 即納可能

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全表示
概要
図表
目次

概要

サンプル依頼リストに入れる

農業アナリティクス市場規模は2030年までに34億米ドルに達すると予測され、予測期間中のCAGRは13.1%の市場成長率で上昇する見込みです。

KBVカーディナル・マトリックスに掲載された分析によると、アクセンチュアPLC、ディア・アンド・カンパニー、バイエルAG、オラクル・コーポレーションが市場の先行者です。2023年6月、Bayer AGはCargill, Inc.と、農家に創造的なソリューションを提供し、農産物の最適な価格認識を加速させることで合意しました。IBM Corporation、SAP SE、Trimble, Inc.などの企業は、この市場における主要なイノベーターです。

市場成長要因

効率的な資源利用に対する需要の高まり

持続可能な農業には効率的な資源利用が必要であり、農業分析ソリューションは農場の資源配分を最適化する上で重要な役割を果たしています。圃場センサー、機械、気象観測所など複数のソースからのデータを組み込むことで、生産者は資源の利用可能性と必要性に関する情報を収集できます。農家は、圃場センサーからの土壌水分データと気象データを分析することで、例えば作物に最適な灌漑スケジュールを特定することができます。これにより、水の過不足を防ぎ、水質汚染を低減し、作物の生育に理想的な水分量を確保することができます。農業分析ソリューションを利用することで、資源の最適利用、廃棄物の削減、環境への影響の低減、農業慣行の持続可能性の強化が促進されます。

IoT、AI、MLを含む技術の進歩

農業分野におけるデータ収集、分析、意思決定を変革することで、技術の進歩は農業アナリティクスの導入を促進する上で重要な役割を果たしてきました。まず、モノのインターネット（IoT）デバイス、ドローン、センサーの開発とユビキタスな利用が可能になったことで、農家はさまざまな運営面に関するデータをリアルタイムで収集できるようになっています。この情報には、天候パターン、土壌状態、作物の健康状態、機器の性能などが含まれます。このような正確で最新のデータを収集できるようになったことで、より正確で洞察に満ちた農業分析への道が開かれました。農業では、機械学習モデルが作物の病気予測、灌漑スケジュールの最適化、家畜の行動異常検出、作業の自動化を支援することができます。追加データが収集されるにつれて、これらのモデルは学習と開発を続けることができます。

市場抑制要因

技術的理解とスキル格差

技術リテラシーとスキル格差は、農業アナリティクス市場の拡大に大きな障害となります。農業におけるアナリティクスの潜在的利益に関する農家と農業利害関係者の認識と理解の欠如は、大きな障害です。すでに時間に追われ、リソースが限られている農家や農業利害関係者は、最新のアナリティクスツールやプラットフォームが次々と導入されるため、それについていくのが難しいと感じるかもしれないです。進歩するテクノロジーに対応するための継続的なサポートやトレーニングが不十分だと、ユーザーが農業アナリティクスのソリューションを採用することが難しくなり、市場の効果的な拡大が阻害される可能性があります。

サービスの展望

オファリングに基づき、市場はソリューションとサービスに二分されます。2022年には、ソリューション部門が市場で最も高い収益シェアを占めました。農業アナリティクス・ソリューションは、農業経営を最適化し強化するために、高度な技術とデータ分析手法を活用しています。これらのソリューションは、天候パターン、土壌状態、植生成長、機械性能など、さまざまなソースから膨大な量のデータを取得、処理、分析します。

農業タイプの展望

農業タイプ別に見ると、市場は精密農業、畜産農業、養殖農業、垂直農業、その他（有機農業と慣行農業）に分類されます。2022年には、畜産分野が市場で顕著な収益シェアを獲得しました。農業分析ソリューションとサービスを畜産に利用することで、家畜の健康状態、摂食行動、衛生状態、位置監視などに関するデータをリアルタイムで収集し、家畜管理と生産品質を向上させることができます。RFID、GPS、給餌器システム、農場管理システム、ロボット搾乳機器、その他のソフトウェア技術ソリューションの利用による農場生産の改善。

エンドユーザーの展望

エンドユーザーに基づき、市場は農家、農学者、農業関連企業、農業研究者、政府機関＆その他に区分されます。2022年には、農家セグメントが市場で最も高い収益シェアを占めました。GPS、データ分析、リモートセンシングなどの技術を組み込んだ精密農業は、生産者の経営管理方法を一変させました。これらのツールにより、生産者はリアルタイムのデータを収集し、フィールドマップを作成し、肥料や農薬などの投入物を正確に管理することができます。

農場規模の展望

農場規模に基づき、市場は大規模農場と中小規模農場に細分化されます。2022年には、中小規模農場が市場でかなりの収益シェアを占めています。小規模農場は農業アナリティクスから数多くの恩恵を受けることができ、この市場セグメントの拡大をもたらしています。農業アナリティクスは、小規模農家が経営を最適化し、生産性を向上させ、リスクを軽減し、より大きな収益性と持続可能性をもたらす可能性のある、十分な情報に基づいた選択を行うために必要なツールと知識を提供します。

テクノロジーの展望

技術別に見ると、市場はリモートセンシング＆衛星画像、地理情報システム、ロボット工学＆自動化、ビッグデータ＆クラウドコンピューティング、視覚化＆レポート、ブロックチェーン技術、その他に細分化されます。2022年には、リモートセンシング＆衛星セグメントが市場で最大の収益シェアを示しました。リモートセンシングと衛星画像の活用は、農業慣行を最適化するための貴重な洞察とデータを提供することで、農業分析を一変させました。これらの技術により、農家や研究者は、地上での大規模なモニタリングなしに、作物の健康状態、土地利用、環境条件に関する情報を収集することができます。

地域別展望

地域別に見ると、市場は北米、欧州、アジア太平洋、LAMEAで分析されます。2022年には、北米地域が最大の収益シェアで市場をリードしました。北米の農家や農業関連企業は、データ主導の手法を活用して業務を最適化しており、それによって農業アナリティクスの重要性が高まっています。農家や農業関連企業は、高度な技術の導入が進み、膨大な量のデータが利用できるようになったため、アナリティクスを活用して業務に関する重要な洞察を得て、情報に基づいた選択を行うようになっています。インフラの急速な進歩、デジタル技術の広範な活用、データ主導型ソリューションの人気はすべて、市場の成長を後押ししています。

KBVカーディナルマトリックス
最近の業界全体の戦略的展開
- パートナーシップ、コラボレーション、および契約
- 製品の発売と製品の拡大
- 合弁事業
市場シェア分析2022
主要成功戦略
- 主な戦略
- 主要な戦略的動き
ポーターのファイブフォース分析

第5章世界の農業分析市場：提供別

世界のソリューション市場：地域別
世界サービス市場：地域別

第6章世界の農業分析市場：農業の種類別

世界の精密農業市場：地域別
世界の畜産市場：地域別
世界の水産養殖市場：地域別
世界の垂直農業市場：地域別
世界のその他の市場：地域別

第7章世界の農業分析市場：エンドユーザー別

世界ファーマーズマーケット：地域別
世界の農学者市場：地域別
世界のアグリビジネス市場：地域別
世界の農業研究者市場：地域別
世界の政府機関およびその他の市場：地域別

第8章世界の農業分析市場：農場の規模別

世界の大規模農場市場：地域別
世界の中小規模農場市場：地域別

第9章世界の農業分析市場：技術別

世界のリモートセンシングおよび衛星画像市場：地域別
世界の地理情報システム市場：地域別
世界のロボティクスおよびオートメーション市場：地域別
世界のビッグデータおよびクラウドコンピューティング市場：地域別
世界のビジュアライゼーションおよびレポート市場：地域別
世界のブロックチェーン技術市場：地域別
世界のその他の市場：地域別

第10章世界の農業分析市場：地域別

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

第11章企業プロファイル

IBM Corporation
Bayer AG
SAP SE
Oracle Corporation
Accenture PLC
Tetra Laval International SA.（DeLaval）
Deere & Company
Iteris, Inc
Trimble, Inc
SAS Institute, Inc

第12章農業分析市場での勝利は必須

図表

LIST OF TABLES

TABLE 1 Global Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 2 Global Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 3 Partnerships, Collaborations and Agreements- Agriculture Analytics Market
TABLE 4 Product Launches And Product Expansions- Agriculture Analytics Market
TABLE 5 Joint Ventures- Agriculture Analytics Market
TABLE 6 Global Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 7 Global Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 8 Global Solution Market by Region, 2019 - 2022, USD Million
TABLE 9 Global Solution Market by Region, 2023 - 2030, USD Million
TABLE 10 Global Services Market by Region, 2019 - 2022, USD Million
TABLE 11 Global Services Market by Region, 2023 - 2030, USD Million
TABLE 12 Global Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 13 Global Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 14 Global Precision Farming Market by Region, 2019 - 2022, USD Million
TABLE 15 Global Precision Farming Market by Region, 2023 - 2030, USD Million
TABLE 16 Global Livestock Farming Market by Region, 2019 - 2022, USD Million
TABLE 17 Global Livestock Farming Market by Region, 2023 - 2030, USD Million
TABLE 18 Global Aquaculture Farming Market by Region, 2019 - 2022, USD Million
TABLE 19 Global Aquaculture Farming Market by Region, 2023 - 2030, USD Million
TABLE 20 Global Vertical Farming Market by Region, 2019 - 2022, USD Million
TABLE 21 Global Vertical Farming Market by Region, 2023 - 2030, USD Million
TABLE 22 Global Others Market by Region, 2019 - 2022, USD Million
TABLE 23 Global Others Market by Region, 2023 - 2030, USD Million
TABLE 24 Global Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 25 Global Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 26 Global Farmers Market by Region, 2019 - 2022, USD Million
TABLE 27 Global Farmers Market by Region, 2023 - 2030, USD Million
TABLE 28 Global Agronomists Market by Region, 2019 - 2022, USD Million
TABLE 29 Global Agronomists Market by Region, 2023 - 2030, USD Million
TABLE 30 Global Agribusinesses Market by Region, 2019 - 2022, USD Million
TABLE 31 Global Agribusinesses Market by Region, 2023 - 2030, USD Million
TABLE 32 Global Agricultural Researchers Market by Region, 2019 - 2022, USD Million
TABLE 33 Global Agricultural Researchers Market by Region, 2023 - 2030, USD Million
TABLE 34 Global Government Agencies & Others Market by Region, 2019 - 2022, USD Million
TABLE 35 Global Government Agencies & Others Market by Region, 2023 - 2030, USD Million
TABLE 36 Global Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 37 Global Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 38 Global Large Farms Market by Region, 2019 - 2022, USD Million
TABLE 39 Global Large Farms Market by Region, 2023 - 2030, USD Million
TABLE 40 Global Small & Medium-Sized Farms Market by Region, 2019 - 2022, USD Million
TABLE 41 Global Small & Medium-Sized Farms Market by Region, 2023 - 2030, USD Million
TABLE 42 Global Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 43 Global Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 44 Global Remote Sensing & Satellite Imagery Market by Region, 2019 - 2022, USD Million
TABLE 45 Global Remote Sensing & Satellite Imagery Market by Region, 2023 - 2030, USD Million
TABLE 46 Global Geographic Information System Market by Region, 2019 - 2022, USD Million
TABLE 47 Global Geographic Information System Market by Region, 2023 - 2030, USD Million
TABLE 48 Global Robotics & Automation Market by Region, 2019 - 2022, USD Million
TABLE 49 Global Robotics & Automation Market by Region, 2023 - 2030, USD Million
TABLE 50 Global Big Data & Cloud Computing Market by Region, 2019 - 2022, USD Million
TABLE 51 Global Big Data & Cloud Computing Market by Region, 2023 - 2030, USD Million
TABLE 52 Global Visualization & Reporting Market by Region, 2019 - 2022, USD Million
TABLE 53 Global Visualization & Reporting Market by Region, 2023 - 2030, USD Million
TABLE 54 Global Blockchain Technology Market by Region, 2019 - 2022, USD Million
TABLE 55 Global Blockchain Technology Market by Region, 2023 - 2030, USD Million
TABLE 56 Global Others Market by Region, 2019 - 2022, USD Million
TABLE 57 Global Others Market by Region, 2023 - 2030, USD Million
TABLE 58 Global Agriculture Analytics Market by Region, 2019 - 2022, USD Million
TABLE 59 Global Agriculture Analytics Market by Region, 2023 - 2030, USD Million
TABLE 60 North America Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 61 North America Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 62 North America Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 63 North America Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 64 North America Solution Market by Country, 2019 - 2022, USD Million
TABLE 65 North America Solution Market by Country, 2023 - 2030, USD Million
TABLE 66 North America Services Market by Country, 2019 - 2022, USD Million
TABLE 67 North America Services Market by Country, 2023 - 2030, USD Million
TABLE 68 North America Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 69 North America Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 70 North America Precision Farming Market by Country, 2019 - 2022, USD Million
TABLE 71 North America Precision Farming Market by Country, 2023 - 2030, USD Million
TABLE 72 North America Livestock Farming Market by Country, 2019 - 2022, USD Million
TABLE 73 North America Livestock Farming Market by Country, 2023 - 2030, USD Million
TABLE 74 North America Aquaculture Farming Market by Country, 2019 - 2022, USD Million
TABLE 75 North America Aquaculture Farming Market by Country, 2023 - 2030, USD Million
TABLE 76 North America Vertical Farming Market by Country, 2019 - 2022, USD Million
TABLE 77 North America Vertical Farming Market by Country, 2023 - 2030, USD Million
TABLE 78 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 79 North America Others Market by Country, 2023 - 2030, USD Million
TABLE 80 North America Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 81 North America Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 82 North America Farmers Market by Country, 2019 - 2022, USD Million
TABLE 83 North America Farmers Market by Country, 2023 - 2030, USD Million
TABLE 84 North America Agronomists Market by Country, 2019 - 2022, USD Million
TABLE 85 North America Agronomists Market by Country, 2023 - 2030, USD Million
TABLE 86 North America Agribusinesses Market by Country, 2019 - 2022, USD Million
TABLE 87 North America Agribusinesses Market by Country, 2023 - 2030, USD Million
TABLE 88 North America Agricultural Researchers Market by Country, 2019 - 2022, USD Million
TABLE 89 North America Agricultural Researchers Market by Country, 2023 - 2030, USD Million
TABLE 90 North America Government Agencies & Others Market by Country, 2019 - 2022, USD Million
TABLE 91 North America Government Agencies & Others Market by Country, 2023 - 2030, USD Million
TABLE 92 North America Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 93 North America Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 94 North America Large Farms Market by Country, 2019 - 2022, USD Million
TABLE 95 North America Large Farms Market by Country, 2023 - 2030, USD Million
TABLE 96 North America Small & Medium-Sized Farms Market by Country, 2019 - 2022, USD Million
TABLE 97 North America Small & Medium-Sized Farms Market by Country, 2023 - 2030, USD Million
TABLE 98 North America Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 99 North America Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 100 North America Remote Sensing & Satellite Imagery Market by Country, 2019 - 2022, USD Million
TABLE 101 North America Remote Sensing & Satellite Imagery Market by Country, 2023 - 2030, USD Million
TABLE 102 North America Geographic Information System Market by Country, 2019 - 2022, USD Million
TABLE 103 North America Geographic Information System Market by Country, 2023 - 2030, USD Million
TABLE 104 North America Robotics & Automation Market by Country, 2019 - 2022, USD Million
TABLE 105 North America Robotics & Automation Market by Country, 2023 - 2030, USD Million
TABLE 106 North America Big Data & Cloud Computing Market by Country, 2019 - 2022, USD Million
TABLE 107 North America Big Data & Cloud Computing Market by Country, 2023 - 2030, USD Million
TABLE 108 North America Visualization & Reporting Market by Country, 2019 - 2022, USD Million
TABLE 109 North America Visualization & Reporting Market by Country, 2023 - 2030, USD Million
TABLE 110 North America Blockchain Technology Market by Country, 2019 - 2022, USD Million
TABLE 111 North America Blockchain Technology Market by Country, 2023 - 2030, USD Million
TABLE 112 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 113 North America Others Market by Country, 2023 - 2030, USD Million
TABLE 114 North America Agriculture Analytics Market by Country, 2019 - 2022, USD Million
TABLE 115 North America Agriculture Analytics Market by Country, 2023 - 2030, USD Million
TABLE 116 US Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 117 US Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 118 US Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 119 US Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 120 US Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 121 US Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 122 US Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 123 US Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 124 US Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 125 US Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 126 US Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 127 US Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 128 Canada Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 129 Canada Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 130 Canada Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 131 Canada Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 132 Canada Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 133 Canada Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 134 Canada Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 135 Canada Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 136 Canada Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 137 Canada Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 138 Canada Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 139 Canada Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 140 Mexico Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 141 Mexico Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 142 Mexico Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 143 Mexico Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 144 Mexico Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 145 Mexico Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 146 Mexico Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 147 Mexico Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 148 Mexico Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 149 Mexico Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 150 Mexico Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 151 Mexico Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 152 Rest of North America Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 153 Rest of North America Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 154 Rest of North America Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 155 Rest of North America Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 156 Rest of North America Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 157 Rest of North America Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 158 Rest of North America Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 159 Rest of North America Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 160 Rest of North America Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 161 Rest of North America Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 162 Rest of North America Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 163 Rest of North America Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 164 Europe Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 165 Europe Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 166 Europe Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 167 Europe Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 168 Europe Solution Market by Country, 2019 - 2022, USD Million
TABLE 169 Europe Solution Market by Country, 2023 - 2030, USD Million
TABLE 170 Europe Services Market by Country, 2019 - 2022, USD Million
TABLE 171 Europe Services Market by Country, 2023 - 2030, USD Million
TABLE 172 Europe Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 173 Europe Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 174 Europe Precision Farming Market by Country, 2019 - 2022, USD Million
TABLE 175 Europe Precision Farming Market by Country, 2023 - 2030, USD Million
TABLE 176 Europe Livestock Farming Market by Country, 2019 - 2022, USD Million
TABLE 177 Europe Livestock Farming Market by Country, 2023 - 2030, USD Million
TABLE 178 Europe Aquaculture Farming Market by Country, 2019 - 2022, USD Million
TABLE 179 Europe Aquaculture Farming Market by Country, 2023 - 2030, USD Million
TABLE 180 Europe Vertical Farming Market by Country, 2019 - 2022, USD Million
TABLE 181 Europe Vertical Farming Market by Country, 2023 - 2030, USD Million
TABLE 182 Europe Others Market by Country, 2019 - 2022, USD Million
TABLE 183 Europe Others Market by Country, 2023 - 2030, USD Million
TABLE 184 Europe Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 185 Europe Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 186 Europe Farmers Market by Country, 2019 - 2022, USD Million
TABLE 187 Europe Farmers Market by Country, 2023 - 2030, USD Million
TABLE 188 Europe Agronomists Market by Country, 2019 - 2022, USD Million
TABLE 189 Europe Agronomists Market by Country, 2023 - 2030, USD Million
TABLE 190 Europe Agribusinesses Market by Country, 2019 - 2022, USD Million
TABLE 191 Europe Agribusinesses Market by Country, 2023 - 2030, USD Million
TABLE 192 Europe Agricultural Researchers Market by Country, 2019 - 2022, USD Million
TABLE 193 Europe Agricultural Researchers Market by Country, 2023 - 2030, USD Million
TABLE 194 Europe Government Agencies & Others Market by Country, 2019 - 2022, USD Million
TABLE 195 Europe Government Agencies & Others Market by Country, 2023 - 2030, USD Million
TABLE 196 Europe Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 197 Europe Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 198 Europe Large Farms Market by Country, 2019 - 2022, USD Million
TABLE 199 Europe Large Farms Market by Country, 2023 - 2030, USD Million
TABLE 200 Europe Small & Medium-Sized Farms Market by Country, 2019 - 2022, USD Million
TABLE 201 Europe Small & Medium-Sized Farms Market by Country, 2023 - 2030, USD Million
TABLE 202 Europe Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 203 Europe Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 204 Europe Remote Sensing & Satellite Imagery Market by Country, 2019 - 2022, USD Million
TABLE 205 Europe Remote Sensing & Satellite Imagery Market by Country, 2023 - 2030, USD Million
TABLE 206 Europe Geographic Information System Market by Country, 2019 - 2022, USD Million
TABLE 207 Europe Geographic Information System Market by Country, 2023 - 2030, USD Million
TABLE 208 Europe Robotics & Automation Market by Country, 2019 - 2022, USD Million
TABLE 209 Europe Robotics & Automation Market by Country, 2023 - 2030, USD Million
TABLE 210 Europe Big Data & Cloud Computing Market by Country, 2019 - 2022, USD Million
TABLE 211 Europe Big Data & Cloud Computing Market by Country, 2023 - 2030, USD Million
TABLE 212 Europe Visualization & Reporting Market by Country, 2019 - 2022, USD Million
TABLE 213 Europe Visualization & Reporting Market by Country, 2023 - 2030, USD Million
TABLE 214 Europe Blockchain Technology Market by Country, 2019 - 2022, USD Million
TABLE 215 Europe Blockchain Technology Market by Country, 2023 - 2030, USD Million
TABLE 216 Europe Others Market by Country, 2019 - 2022, USD Million
TABLE 217 Europe Others Market by Country, 2023 - 2030, USD Million
TABLE 218 Europe Agriculture Analytics Market by Country, 2019 - 2022, USD Million
TABLE 219 Europe Agriculture Analytics Market by Country, 2023 - 2030, USD Million
TABLE 220 Germany Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 221 Germany Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 222 Germany Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 223 Germany Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 224 Germany Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 225 Germany Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 226 Germany Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 227 Germany Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 228 Germany Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 229 Germany Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 230 Germany Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 231 Germany Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 232 UK Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 233 UK Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 234 UK Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 235 UK Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 236 UK Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 237 UK Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 238 UK Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 239 UK Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 240 UK Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 241 UK Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 242 UK Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 243 UK Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 244 France Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 245 France Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 246 France Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 247 France Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 248 France Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 249 France Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 250 France Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 251 France Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 252 France Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 253 France Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 254 France Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 255 France Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 256 Russia Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 257 Russia Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 258 Russia Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 259 Russia Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 260 Russia Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 261 Russia Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 262 Russia Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 263 Russia Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 264 Russia Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 265 Russia Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 266 Russia Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 267 Russia Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 268 Spain Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 269 Spain Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 270 Spain Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 271 Spain Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 272 Spain Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 273 Spain Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 274 Spain Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 275 Spain Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 276 Spain Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 277 Spain Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 278 Spain Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 279 Spain Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 280 Italy Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 281 Italy Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 282 Italy Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 283 Italy Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 284 Italy Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 285 Italy Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 286 Italy Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 287 Italy Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 288 Italy Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 289 Italy Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 290 Italy Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 291 Italy Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 292 Rest of Europe Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 293 Rest of Europe Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 294 Rest of Europe Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 295 Rest of Europe Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 296 Rest of Europe Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 297 Rest of Europe Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 298 Rest of Europe Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 299 Rest of Europe Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 300 Rest of Europe Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 301 Rest of Europe Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 302 Rest of Europe Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 303 Rest of Europe Agriculture Analytics Market by Technology, 2023 - 2030, USD Million

TABLE 304 Asia Pacific Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 305 Asia Pacific Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 306 Asia Pacific Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 307 Asia Pacific Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 308 Asia Pacific Solution Market by Country, 2019 - 2022, USD Million
TABLE 309 Asia Pacific Solution Market by Country, 2023 - 2030, USD Million
TABLE 310 Asia Pacific Services Market by Country, 2019 - 2022, USD Million
TABLE 311 Asia Pacific Services Market by Country, 2023 - 2030, USD Million
TABLE 312 Asia Pacific Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 313 Asia Pacific Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 314 Asia Pacific Precision Farming Market by Country, 2019 - 2022, USD Million
TABLE 315 Asia Pacific Precision Farming Market by Country, 2023 - 2030, USD Million
TABLE 316 Asia Pacific Livestock Farming Market by Country, 2019 - 2022, USD Million
TABLE 317 Asia Pacific Livestock Farming Market by Country, 2023 - 2030, USD Million
TABLE 318 Asia Pacific Aquaculture Farming Market by Country, 2019 - 2022, USD Million
TABLE 319 Asia Pacific Aquaculture Farming Market by Country, 2023 - 2030, USD Million
TABLE 320 Asia Pacific Vertical Farming Market by Country, 2019 - 2022, USD Million
TABLE 321 Asia Pacific Vertical Farming Market by Country, 2023 - 2030, USD Million
TABLE 322 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
TABLE 323 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
TABLE 324 Asia Pacific Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 325 Asia Pacific Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 326 Asia Pacific Farmers Market by Country, 2019 - 2022, USD Million
TABLE 327 Asia Pacific Farmers Market by Country, 2023 - 2030, USD Million
TABLE 328 Asia Pacific Agronomists Market by Country, 2019 - 2022, USD Million
TABLE 329 Asia Pacific Agronomists Market by Country, 2023 - 2030, USD Million
TABLE 330 Asia Pacific Agribusinesses Market by Country, 2019 - 2022, USD Million
TABLE 331 Asia Pacific Agribusinesses Market by Country, 2023 - 2030, USD Million
TABLE 332 Asia Pacific Agricultural Researchers Market by Country, 2019 - 2022, USD Million
TABLE 333 Asia Pacific Agricultural Researchers Market by Country, 2023 - 2030, USD Million
TABLE 334 Asia Pacific Government Agencies & Others Market by Country, 2019 - 2022, USD Million
TABLE 335 Asia Pacific Government Agencies & Others Market by Country, 2023 - 2030, USD Million
TABLE 336 Asia Pacific Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 337 Asia Pacific Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 338 Asia Pacific Large Farms Market by Country, 2019 - 2022, USD Million
TABLE 339 Asia Pacific Large Farms Market by Country, 2023 - 2030, USD Million
TABLE 340 Asia Pacific Small & Medium-Sized Farms Market by Country, 2019 - 2022, USD Million
TABLE 341 Asia Pacific Small & Medium-Sized Farms Market by Country, 2023 - 2030, USD Million
TABLE 342 Asia Pacific Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 343 Asia Pacific Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 344 Asia Pacific Remote Sensing & Satellite Imagery Market by Country, 2019 - 2022, USD Million
TABLE 345 Asia Pacific Remote Sensing & Satellite Imagery Market by Country, 2023 - 2030, USD Million
TABLE 346 Asia Pacific Geographic Information System Market by Country, 2019 - 2022, USD Million
TABLE 347 Asia Pacific Geographic Information System Market by Country, 2023 - 2030, USD Million
TABLE 348 Asia Pacific Robotics & Automation Market by Country, 2019 - 2022, USD Million
TABLE 349 Asia Pacific Robotics & Automation Market by Country, 2023 - 2030, USD Million
TABLE 350 Asia Pacific Big Data & Cloud Computing Market by Country, 2019 - 2022, USD Million
TABLE 351 Asia Pacific Big Data & Cloud Computing Market by Country, 2023 - 2030, USD Million
TABLE 352 Asia Pacific Visualization & Reporting Market by Country, 2019 - 2022, USD Million
TABLE 353 Asia Pacific Visualization & Reporting Market by Country, 2023 - 2030, USD Million
TABLE 354 Asia Pacific Blockchain Technology Market by Country, 2019 - 2022, USD Million
TABLE 355 Asia Pacific Blockchain Technology Market by Country, 2023 - 2030, USD Million
TABLE 356 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
TABLE 357 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
TABLE 358 Asia Pacific Agriculture Analytics Market by Country, 2019 - 2022, USD Million
TABLE 359 Asia Pacific Agriculture Analytics Market by Country, 2023 - 2030, USD Million
TABLE 360 China Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 361 China Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 362 China Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 363 China Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 364 China Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 365 China Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 366 China Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 367 China Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 368 China Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 369 China Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 370 China Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 371 China Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 372 Japan Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 373 Japan Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 374 Japan Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 375 Japan Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 376 Japan Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 377 Japan Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 378 Japan Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 379 Japan Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 380 Japan Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 381 Japan Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 382 Japan Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 383 Japan Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 384 India Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 385 India Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 386 India Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 387 India Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 388 India Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 389 India Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 390 India Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 391 India Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 392 India Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 393 India Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 394 India Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 395 India Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 396 South Korea Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 397 South Korea Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 398 South Korea Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 399 South Korea Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 400 South Korea Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 401 South Korea Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 402 South Korea Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 403 South Korea Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 404 South Korea Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 405 South Korea Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 406 South Korea Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 407 South Korea Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 408 Singapore Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 409 Singapore Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 410 Singapore Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 411 Singapore Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 412 Singapore Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 413 Singapore Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 414 Singapore Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 415 Singapore Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 416 Singapore Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 417 Singapore Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 418 Singapore Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 419 Singapore Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 420 Malaysia Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 421 Malaysia Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 422 Malaysia Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 423 Malaysia Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 424 Malaysia Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 425 Malaysia Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 426 Malaysia Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 427 Malaysia Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 428 Malaysia Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 429 Malaysia Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 430 Malaysia Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 431 Malaysia Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 432 Rest of Asia Pacific Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 433 Rest of Asia Pacific Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 434 Rest of Asia Pacific Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 435 Rest of Asia Pacific Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 436 Rest of Asia Pacific Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 437 Rest of Asia Pacific Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 438 Rest of Asia Pacific Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 439 Rest of Asia Pacific Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 440 Rest of Asia Pacific Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 441 Rest of Asia Pacific Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 442 Rest of Asia Pacific Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 443 Rest of Asia Pacific Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 444 LAMEA Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 445 LAMEA Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 446 LAMEA Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 447 LAMEA Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 448 LAMEA Solution Market by Country, 2019 - 2022, USD Million
TABLE 449 LAMEA Solution Market by Country, 2023 - 2030, USD Million
TABLE 450 LAMEA Services Market by Country, 2019 - 2022, USD Million
TABLE 451 LAMEA Services Market by Country, 2023 - 2030, USD Million
TABLE 452 LAMEA Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 453 LAMEA Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 454 LAMEA Precision Farming Market by Country, 2019 - 2022, USD Million
TABLE 455 LAMEA Precision Farming Market by Country, 2023 - 2030, USD Million
TABLE 456 LAMEA Livestock Farming Market by Country, 2019 - 2022, USD Million
TABLE 457 LAMEA Livestock Farming Market by Country, 2023 - 2030, USD Million
TABLE 458 LAMEA Aquaculture Farming Market by Country, 2019 - 2022, USD Million
TABLE 459 LAMEA Aquaculture Farming Market by Country, 2023 - 2030, USD Million
TABLE 460 LAMEA Vertical Farming Market by Country, 2019 - 2022, USD Million
TABLE 461 LAMEA Vertical Farming Market by Country, 2023 - 2030, USD Million
TABLE 462 LAMEA Others Market by Country, 2019 - 2022, USD Million
TABLE 463 LAMEA Others Market by Country, 2023 - 2030, USD Million
TABLE 464 LAMEA Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 465 LAMEA Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 466 LAMEA Farmers Market by Country, 2019 - 2022, USD Million
TABLE 467 LAMEA Farmers Market by Country, 2023 - 2030, USD Million
TABLE 468 LAMEA Agronomists Market by Country, 2019 - 2022, USD Million
TABLE 469 LAMEA Agronomists Market by Country, 2023 - 2030, USD Million
TABLE 470 LAMEA Agribusinesses Market by Country, 2019 - 2022, USD Million
TABLE 471 LAMEA Agribusinesses Market by Country, 2023 - 2030, USD Million
TABLE 472 LAMEA Agricultural Researchers Market by Country, 2019 - 2022, USD Million
TABLE 473 LAMEA Agricultural Researchers Market by Country, 2023 - 2030, USD Million
TABLE 474 LAMEA Government Agencies & Others Market by Country, 2019 - 2022, USD Million
TABLE 475 LAMEA Government Agencies & Others Market by Country, 2023 - 2030, USD Million
TABLE 476 LAMEA Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 477 LAMEA Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 478 LAMEA Large Farms Market by Country, 2019 - 2022, USD Million
TABLE 479 LAMEA Large Farms Market by Country, 2023 - 2030, USD Million
TABLE 480 LAMEA Small & Medium-Sized Farms Market by Country, 2019 - 2022, USD Million
TABLE 481 LAMEA Small & Medium-Sized Farms Market by Country, 2023 - 2030, USD Million
TABLE 482 LAMEA Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 483 LAMEA Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 484 LAMEA Remote Sensing & Satellite Imagery Market by Country, 2019 - 2022, USD Million
TABLE 485 LAMEA Remote Sensing & Satellite Imagery Market by Country, 2023 - 2030, USD Million
TABLE 486 LAMEA Geographic Information System Market by Country, 2019 - 2022, USD Million
TABLE 487 LAMEA Geographic Information System Market by Country, 2023 - 2030, USD Million
TABLE 488 LAMEA Robotics & Automation Market by Country, 2019 - 2022, USD Million
TABLE 489 LAMEA Robotics & Automation Market by Country, 2023 - 2030, USD Million
TABLE 490 LAMEA Big Data & Cloud Computing Market by Country, 2019 - 2022, USD Million
TABLE 491 LAMEA Big Data & Cloud Computing Market by Country, 2023 - 2030, USD Million
TABLE 492 LAMEA Visualization & Reporting Market by Country, 2019 - 2022, USD Million
TABLE 493 LAMEA Visualization & Reporting Market by Country, 2023 - 2030, USD Million
TABLE 494 LAMEA Blockchain Technology Market by Country, 2019 - 2022, USD Million
TABLE 495 LAMEA Blockchain Technology Market by Country, 2023 - 2030, USD Million
TABLE 496 LAMEA Others Market by Country, 2019 - 2022, USD Million
TABLE 497 LAMEA Others Market by Country, 2023 - 2030, USD Million
TABLE 498 LAMEA Agriculture Analytics Market by Country, 2019 - 2022, USD Million
TABLE 499 LAMEA Agriculture Analytics Market by Country, 2023 - 2030, USD Million
TABLE 500 Brazil Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 501 Brazil Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 502 Brazil Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 503 Brazil Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 504 Brazil Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 505 Brazil Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 506 Brazil Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 507 Brazil Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 508 Brazil Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 509 Brazil Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 510 Brazil Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 511 Brazil Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 512 Argentina Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 513 Argentina Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 514 Argentina Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 515 Argentina Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 516 Argentina Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 517 Argentina Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 518 Argentina Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 519 Argentina Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 520 Argentina Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 521 Argentina Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 522 Argentina Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 523 Argentina Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 524 UAE Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 525 UAE Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 526 UAE Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 527 UAE Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 528 UAE Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 529 UAE Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 530 UAE Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 531 UAE Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 532 UAE Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 533 UAE Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 534 UAE Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 535 UAE Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 536 Saudi Arabia Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 537 Saudi Arabia Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 538 Saudi Arabia Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 539 Saudi Arabia Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 540 Saudi Arabia Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 541 Saudi Arabia Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 542 Saudi Arabia Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 543 Saudi Arabia Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 544 Saudi Arabia Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 545 Saudi Arabia Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 546 Saudi Arabia Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 547 Saudi Arabia Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 548 South Africa Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 549 South Africa Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 550 South Africa Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 551 South Africa Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 552 South Africa Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 553 South Africa Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 554 South Africa Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 555 South Africa Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 556 South Africa Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 557 South Africa Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 558 South Africa Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 559 South Africa Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 560 Nigeria Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 561 Nigeria Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 562 Nigeria Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 563 Nigeria Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 564 Nigeria Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 565 Nigeria Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 566 Nigeria Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 567 Nigeria Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 568 Nigeria Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 569 Nigeria Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 570 Nigeria Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 571 Nigeria Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 572 Rest of LAMEA Agriculture Analytics Market, 2019 - 2022, USD Million
TABLE 573 Rest of LAMEA Agriculture Analytics Market, 2023 - 2030, USD Million
TABLE 574 Rest of LAMEA Agriculture Analytics Market by Offering, 2019 - 2022, USD Million
TABLE 575 Rest of LAMEA Agriculture Analytics Market by Offering, 2023 - 2030, USD Million
TABLE 576 Rest of LAMEA Agriculture Analytics Market by Agriculture Type, 2019 - 2022, USD Million
TABLE 577 Rest of LAMEA Agriculture Analytics Market by Agriculture Type, 2023 - 2030, USD Million
TABLE 578 Rest of LAMEA Agriculture Analytics Market by End User, 2019 - 2022, USD Million
TABLE 579 Rest of LAMEA Agriculture Analytics Market by End User, 2023 - 2030, USD Million
TABLE 580 Rest of LAMEA Agriculture Analytics Market by Farm Size, 2019 - 2022, USD Million
TABLE 581 Rest of LAMEA Agriculture Analytics Market by Farm Size, 2023 - 2030, USD Million
TABLE 582 Rest of LAMEA Agriculture Analytics Market by Technology, 2019 - 2022, USD Million
TABLE 583 Rest of LAMEA Agriculture Analytics Market by Technology, 2023 - 2030, USD Million
TABLE 584 Key information - IBM Corporation
TABLE 585 Key Information - Bayer AG
TABLE 586 Key Information - SAP SE
TABLE 587 Key Information - Oracle Corporation
TABLE 588 Key Information - Accenture PLC
TABLE 589 Key Information - Tetra Laval International S.A.
TABLE 590 Key Information - Deere & Company
TABLE 591 Key Information - ITERIS, INC.
TABLE 592 Key Information - Trimble, Inc.
TABLE 593 Key information - SAS Institute, Inc.

List of Figures

FIG 1 Methodology for the research
FIG 2 Global Agriculture Analytics Market, 2019 - 2030, USD Million
FIG 3 Key Factors Impacting Agriculture Analytics Market
FIG 4 KBV Cardinal Matrix
FIG 5 Market Share Analysis, 2022
FIG 6 Key Leading Strategies: Percentage Distribution (2019-2023)
FIG 7 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2019, Apr - 2023, Jun) Leading Players
FIG 8 Porter's Five Forces Analysis - Agriculture Analytics Market
FIG 9 Global Agriculture Analytics Market share by Offering, 2022
FIG 10 Global Agriculture Analytics Market share by Offering, 2030
FIG 11 Global Agriculture Analytics Market by Offering, 2019 - 2030, USD Million
FIG 12 Global Agriculture Analytics Market share by Agriculture Type, 2022
FIG 13 Global Agriculture Analytics Market share by Agriculture Type, 2030
FIG 14 Global Agriculture Analytics Market by Agriculture Type, 2019 - 2030, USD Million
FIG 15 Global Agriculture Analytics Market share by End User, 2022
FIG 16 Global Agriculture Analytics Market share by End User, 2030
FIG 17 Global Agriculture Analytics Market by End User, 2019 - 2030, USD Million
FIG 18 Global Agriculture Analytics Market share by Farm Size, 2022
FIG 19 Global Agriculture Analytics Market share by Farm Size, 2030
FIG 20 Global Agriculture Analytics Market by Farm Size, 2019 - 2030, USD Million
FIG 21 Global Agriculture Analytics Market share by Technology, 2022
FIG 22 Global Agriculture Analytics Market share by Technology, 2030
FIG 23 Global Agriculture Analytics Market by Technology, 2019 - 2030, USD Million
FIG 24 Global Agriculture Analytics Market share by Region, 2022
FIG 25 Global Agriculture Analytics Market share by Region, 2030
FIG 26 Global Agriculture Analytics Market by Region, 2019 - 2030, USD Million
FIG 27 Recent strategies and developments: IBM Corporation
FIG 28 Swot Analysis: IBM Corporation
FIG 29 Recent strategies and developments: Bayer AG
FIG 30 Swot Analysis: Bayer AG
FIG 31 SWOT Analysis: SAP SE
FIG 32 SWOT Analysis: Oracle Corporation
FIG 33 Recent strategies and developments: Accenture PLC
FIG 34 SWOT Analysis: Accenture PLC
FIG 35 SWOT Analysis: Tetra Laval International S.A
FIG 36 SWOT Analysis: Deere & Company
FIG 37 SWOT Analysis: Iteris, Inc.
FIG 38 Recent strategies and developments: Trimble, Inc.
FIG 39 SWOT Analysis: Trimble, Inc.
FIG 40 SWOT Analysis: SAS INSTITUTE, INC.

The Global Agriculture Analytics Market size is expected to reach $3.4 billion by 2030, rising at a market growth of 13.1% CAGR during the forecast period.

By providing valuable insights and facilitating data-driven decision-making, visualization, and reporting play a crucial role in the agriculture analytics market. Therefore, the Visualization & Reporting segment registered $111.2 million revenue in the market in 2022. In this regard, visualization relates to the graphical representation of agricultural data, whereas reporting is the presentation of these visualizations alongside pertinent analysis and findings. The market will be driven by the need for farmers, agronomists, and other stakeholders to rapidly comprehend complex information and recognize patterns or trends that may not be readily evident in unprocessed data.

The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For instance, In February, 2021, IBM Corporation came into partnership with Solinftec, to offer real-time decision-making solutions for agriculture. Additionally, In June, 2023, Deere & Company signed a contract with PCT Agcloud, to support cotton and grain farmers to easily exchange data from their John Deere Operations Center with PCT Agcloud.

Based on the Analysis presented in the KBV Cardinal matrix; Accenture PLC, Deere & Company, Bayer AG and Oracle Corporation are the forerunners in the Market. In June, 2023, Bayer AG came into an agreement with Cargill, Inc, to provide farmers with creative solutions and accelerating optimal price awareness for their produce. Companies such as IBM Corporation, SAP SE and Trimble, Inc. are some of the key innovators in the Market.

Market Growth Factors

Rising demand for efficient resource utilization

Sustainable agriculture requires efficient resource utilization, and agriculture analytics solutions play a crucial role in optimizing resource allocation on farms. With the incorporation of data from multiple sources, such as field sensors, machinery, and weather stations, producers can collect information on the availability and requirements of resources. Farmers may identify the optimal irrigation schedule for their crops, for example, by analyzing soil moisture data from field sensors and meteorological data. This prevents over- and under-watering, reduces water pollution, and ensures crops receive the ideal amount of moisture for growth. Using agriculture analytics solutions facilitates optimal resource utilization, waste reduction, reduced environmental impact, and enhanced sustainability of agricultural practices.

Technological advances including IoT, AI, and ML

By transforming data collection, analysis, and decision-making in the agricultural sector, technological advancements have played a significant role in fostering the adoption of agriculture analytics. First, the development and ubiquitous availability of Internet of Things (IoT) devices, drones, sensors made it possible for farmers to collect real-time data on various operational aspects. This information includes weather patterns, soil conditions, crop health, and equipment performance. The ability to collect such precise and current data has paved the way for more accurate and insightful agricultural analytics. In agriculture, machine learning models can assist with crop disease prediction, irrigation schedule optimization, livestock behavior anomaly detection, and task automation. As additional data is collected, these models can continue to learn and develop.

Market Restraining Factors

Technological understanding and the skills gap

Technological literacy and the skills divide pose significant obstacles to the expansion of the market for agriculture analytics. Lack of awareness and comprehension among farmers and agricultural stakeholders regarding the potential benefits of analytics in agriculture is a significant obstacle. Farmers and agricultural stakeholders who are already pressed for time and have limited resources may find it difficult to keep up with the latest analytics tools and platforms due to their continual introduction. Insufficient ongoing support and training to keep up with advancing technologies can make it hard for users to employ agriculture analytics solutions, thereby impeding market expansion effectively.

Offering Outlook

Based on offerings, the market is bifurcated into solutions and services. In 2022, the solutions segment held the highest revenue share in the market. Advanced technologies and data analysis methods are utilized by agriculture analytics solutions to optimize and enhance agricultural operations. These solutions acquire, process, and analyze immense quantities of data from a variety of sources, such as weather patterns, soil conditions, vegetation growth, and machinery performance.

Agriculture Type Outlook

By agriculture type, the market is classified into precision agriculture, livestock farming, aquaculture farming, vertical farming, and others (organic and conventional agriculture). In 2022, the livestock farming segment generated a remarkable revenue share in the market. Using agriculture analytics solutions and services in livestock farming enables the collection of real-time data regarding animal health, feeding behavior, hygiene, and location monitoring, among others, to improve livestock management and production quality. Improving farm production through the use of RFID, GPS, feeder systems, farm management systems, robotic milking equipment, and other software technology solutions.

End User Outlook

Based on end users, the market is segmented into farmers, agronomists, agribusinesses, agricultural researchers, and government agencies & others. In 2022, the farmers segment held the highest revenue share in the market. Precision agriculture, which incorporates technologies such as GPS, data analytics, and remote sensing, has transformed the way producers manage their operations. These tools allow producers to collect real-time data, generate field maps, and administer inputs such as fertilizers and pesticides with precision.

Farm Size Outlook

Based on farm size, the market is fragmented into large farms and small and medium-sized farms. In 2022, small & medium-sized farms represented a substantial revenue share in the market. Small farms can receive numerous benefits from agricultural analytics, resulting in the expansion of this market segment. Agriculture analytics equips small farmers with the tools and knowledge necessary to optimize their operations, increase productivity, mitigate risks, and make well-informed choices which may result to greater profitability and sustainability.

Technology Outlook

By technology, the market is fragmented into remote sensing & satellite imagery, geographic information system, robotics & automation, big data & cloud computing, visualization & reporting, blockchain technology, and others. In 2022, the remote sensing & satellite segment witnessed the largest revenue share in the market. Utilizing remote sensing and satellite imagery has transformed agriculture analytics by providing invaluable insights and data for optimizing agricultural practices. These technologies enable farmers and researchers to collect information about crop health, land use, and environmental conditions without extensive monitoring on the ground.

Regional Outlook

Region wise, the market is analysed across North America, Europe, Asia-Pacific, and LAMEA. In 2022, the North America region led the market with the maximum revenue share. Farmers and agribusinesses in North America are utilizing data-driven methods to optimize their operations, thereby elevating the significance of agriculture analytics. Farmers and agribusinesses are leveraging analytics to acquire important insights into their operations and make informed choices due to the increasing adoption of advanced technologies and availability of immense quantities of data. Rapid infrastructure advancements, pervasive utilization of digital technologies, and the popularity of data-driven solutions all encourage the growth of the market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include IBM Corporation, SAP SE, Oracle Corporation, Accenture PLC, SAS Institute, Inc., Tetra Laval International S.A. (DeLaval), Deere & Company, Bayer AG, Iteris, Inc. and Trimble, Inc.

Recent Strategies Deployed in Agriculture Analytics Market

Partnerships, Collaborations & Agreements:

Jun-2023: Bayer AG came into an agreement with Cargill, Inc., a food corporation that develops connections over the global food system. Under this agreement, both companies would transform the agricultural landscape by providing farmers with creative solutions and accelerating optimal price awareness for their produce.

Jun-2023: Deere & Company came into an agreement with Chevron, the parent company of EGO. Under this agreement, both companies would allow brands to utilize EGO battery-powered field care solutions with the help of John Deere traders. This agreement would further advance the power of both firms and broaden the supply of EGO's line of battery-operated OPE through John Deere's honored and strong trader network.

Jun-2023: Deere & Company signed a contract with PCT Agcloud, an independently owned Precision Agriculture software solutions business. This agreement aims to support cotton and grain farmers to easily exchange data from their John Deere Operations Center with PCT Agcloud.

Dec-2022: Accenture PLC signed an agreement with Planet Labs PBC, a company engaged in offering daily data and insights related to Earth. Under this agreement, both companies would support power decision-making at the firm over myriad industries consisting of consumer-packaged goods, agriculture, forestry, energy, and government.

Nov-2022: Trimble Agriculture announced a partnership with xFarm Technologies, a developer of a digital farm management platform. This partnership would support farmers to improve farm management. Moreover, Trimble would give farmers additional profitable and effective solutions through combination with the xFarm smart farming application.

Oct-2022: SAP SE teamed up with DeHaat, an Indian full-stack AgriTech firm focusing on creating an impact in farmers' life. This collaboration aimed to improve Indian agriculture and assist the growth of regional microentrepreneurs by enhancing their economic, social, and environmental sustainability.

Aug-2022: Trimble, Inc. partnered with CLAAS, a manufacturer of agricultural machinery. Following this partnership, both companies would create CLAAS tractors, a next-generation precision farming system that consists of a GPS PILOT steering system, CLAAS CEMIS 1200 "smart" display, and the SAT 900 GNSS receiver.

Oct-2021: SAS Institute, Inc. came into collaboration with Pappas Capital, a venture investment company. Through this collaboration, both companies would help0 to promote North Carolina as a world pioneer in agricultural technology. Following this collaboration, SAS and Pappas would give a limited group of North Carolina Agricultural and food entrepreneurs access to SAS' cloud services, industry-leading analytics tools, and executive leadership from Pappas.

Feb-2021: IBM Corporation came into partnership with Solinftec, a pioneer agricultural platform. Under this partnership, Solinftec's advanced algorithms and artificial intelligence would combine with IBM's unmatched climate-based insights to offer real-time decision-making solutions for agriculture.

Product Launches and Product Expansions:

Oct-2022: Trimble, Inc. launched Trimble GFX-1060 and GFX-1260 displays, next-generation displays for precision agriculture applications. This launch would further allow farmers to complete in-field operations fastly and effectively during monitoring and mapping field information in real-time with accuracy.

Aug-2022: Bayer AG introduced ForGround, a farmer-first digital platform. This launch would revolutionize the way farms of each size would conveniently build the move to sustainable agricultural practices.

Scope of the Study

Market Segments covered in the Report:

By Offering

Solution
Services

By Agriculture Type

Precision Farming
Livestock Farming
Aquaculture Farming
Vertical Farming
Others

By End User

Farmers
Agronomists
Agribusinesses
Agricultural Researchers
Government Agencies & Others

By Farm Size

Large Farms
Small & Medium-Sized Farms

By Technology

Remote Sensing & Satellite Imagery
Geographic Information System
Robotics & Automation
Big Data & Cloud Computing
Visualization & Reporting
Blockchain Technology
Others

By Geography

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

Companies Profiled

IBM Corporation
SAP SE
Oracle Corporation
Accenture PLC
SAS Institute, Inc.
Tetra Laval International S.A. (DeLaval)
Deere & Company
Bayer AG
Iteris, Inc.
Trimble, Inc.

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Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 Global Agriculture Analytics Market, by Offering
- 1.4.2 Global Agriculture Analytics Market, by Agriculture Type
- 1.4.3 Global Agriculture Analytics Market, by End User
- 1.4.4 Global Agriculture Analytics Market, by Farm Size
- 1.4.5 Global Agriculture Analytics Market, by Technology
- 1.4.6 Global Agriculture Analytics Market, by Geography
1.5 Methodology for the research

Chapter 2. Market as a Glance

2.1 Key Highlights

Chapter 3. Market Overview

3.1 Introduction
- 3.1.1 Overview
  - 3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
- 3.2.1 Market Drivers
- 3.2.2 Market Restraints

Chapter 4. Competition Analysis - Global

4.1 KBV Cardinal Matrix
4.2 Recent Industry Wide Strategic Developments
- 4.2.1 Partnerships, Collaborations and Agreements
- 4.2.2 Product Launches and Product Expansions
- 4.2.3 Joint Ventures
4.3 Market Share Analysis, 2022
4.4 Top Winning Strategies
- 4.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
- 4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2019, Apr - 2023, Jun) Leading Players
4.5 Porter's Five Forces Analysis

Chapter 5. Global Agriculture Analytics Market by Offering

5.1 Global Solution Market by Region
5.2 Global Services Market by Region

Chapter 6. Global Agriculture Analytics Market by Agriculture Type

6.1 Global Precision Farming Market by Region
6.2 Global Livestock Farming Market by Region
6.3 Global Aquaculture Farming Market by Region
6.4 Global Vertical Farming Market by Region
6.5 Global Others Market by Region

Chapter 7. Global Agriculture Analytics Market by End User

7.1 Global Farmers Market by Region
7.2 Global Agronomists Market by Region
7.3 Global Agribusinesses Market by Region
7.4 Global Agricultural Researchers Market by Region
7.5 Global Government Agencies & Others Market by Region

Chapter 8. Global Agriculture Analytics Market by Farm Size

8.1 Global Large Farms Market by Region
8.2 Global Small & Medium-Sized Farms Market by Region

Chapter 9. Global Agriculture Analytics Market by Technology

9.1 Global Remote Sensing & Satellite Imagery Market by Region
9.2 Global Geographic Information System Market by Region
9.3 Global Robotics & Automation Market by Region
9.4 Global Big Data & Cloud Computing Market by Region
9.5 Global Visualization & Reporting Market by Region
9.6 Global Blockchain Technology Market by Region
9.7 Global Others Market by Region

Chapter 10. Global Agriculture Analytics Market by Region

10.1 North America Agriculture Analytics Market
- 10.1.1 North America Agriculture Analytics Market by Offering
  - 10.1.1.1 North America Solution Market by Country
  - 10.1.1.2 North America Services Market by Country
- 10.1.2 North America Agriculture Analytics Market by Agriculture Type
  - 10.1.2.1 North America Precision Farming Market by Country
  - 10.1.2.2 North America Livestock Farming Market by Country
  - 10.1.2.3 North America Aquaculture Farming Market by Country
  - 10.1.2.4 North America Vertical Farming Market by Country
  - 10.1.2.5 North America Others Market by Country
- 10.1.3 North America Agriculture Analytics Market by End User
  - 10.1.3.1 North America Farmers Market by Country
  - 10.1.3.2 North America Agronomists Market by Country
  - 10.1.3.3 North America Agribusinesses Market by Country
  - 10.1.3.4 North America Agricultural Researchers Market by Country
  - 10.1.3.5 North America Government Agencies & Others Market by Country
- 10.1.4 North America Agriculture Analytics Market by Farm Size
  - 10.1.4.1 North America Large Farms Market by Country
  - 10.1.4.2 North America Small & Medium-Sized Farms Market by Country
- 10.1.5 North America Agriculture Analytics Market by Technology
  - 10.1.5.1 North America Remote Sensing & Satellite Imagery Market by Country
  - 10.1.5.2 North America Geographic Information System Market by Country
  - 10.1.5.3 North America Robotics & Automation Market by Country
  - 10.1.5.4 North America Big Data & Cloud Computing Market by Country
  - 10.1.5.5 North America Visualization & Reporting Market by Country
  - 10.1.5.6 North America Blockchain Technology Market by Country
  - 10.1.5.7 North America Others Market by Country
- 10.1.6 North America Agriculture Analytics Market by Country
  - 10.1.6.1 US Agriculture Analytics Market
    - 10.1.6.1.1 US Agriculture Analytics Market by Offering
    - 10.1.6.1.2 US Agriculture Analytics Market by Agriculture Type
    - 10.1.6.1.3 US Agriculture Analytics Market by End User
    - 10.1.6.1.4 US Agriculture Analytics Market by Farm Size
    - 10.1.6.1.5 US Agriculture Analytics Market by Technology
  - 10.1.6.2 Canada Agriculture Analytics Market
    - 10.1.6.2.1 Canada Agriculture Analytics Market by Offering
    - 10.1.6.2.2 Canada Agriculture Analytics Market by Agriculture Type
    - 10.1.6.2.3 Canada Agriculture Analytics Market by End User
    - 10.1.6.2.4 Canada Agriculture Analytics Market by Farm Size
    - 10.1.6.2.5 Canada Agriculture Analytics Market by Technology
  - 10.1.6.3 Mexico Agriculture Analytics Market
    - 10.1.6.3.1 Mexico Agriculture Analytics Market by Offering
    - 10.1.6.3.2 Mexico Agriculture Analytics Market by Agriculture Type
    - 10.1.6.3.3 Mexico Agriculture Analytics Market by End User
    - 10.1.6.3.4 Mexico Agriculture Analytics Market by Farm Size
    - 10.1.6.3.5 Mexico Agriculture Analytics Market by Technology
  - 10.1.6.4 Rest of North America Agriculture Analytics Market
    - 10.1.6.4.1 Rest of North America Agriculture Analytics Market by Offering
    - 10.1.6.4.2 Rest of North America Agriculture Analytics Market by Agriculture Type
    - 10.1.6.4.3 Rest of North America Agriculture Analytics Market by End User
    - 10.1.6.4.4 Rest of North America Agriculture Analytics Market by Farm Size
    - 10.1.6.4.5 Rest of North America Agriculture Analytics Market by Technology
10.2 Europe Agriculture Analytics Market
- 10.2.1 Europe Agriculture Analytics Market by Offering
  - 10.2.1.1 Europe Solution Market by Country
  - 10.2.1.2 Europe Services Market by Country
- 10.2.2 Europe Agriculture Analytics Market by Agriculture Type
  - 10.2.2.1 Europe Precision Farming Market by Country
  - 10.2.2.2 Europe Livestock Farming Market by Country
  - 10.2.2.3 Europe Aquaculture Farming Market by Country
  - 10.2.2.4 Europe Vertical Farming Market by Country
  - 10.2.2.5 Europe Others Market by Country
- 10.2.3 Europe Agriculture Analytics Market by End User
  - 10.2.3.1 Europe Farmers Market by Country
  - 10.2.3.2 Europe Agronomists Market by Country
  - 10.2.3.3 Europe Agribusinesses Market by Country
  - 10.2.3.4 Europe Agricultural Researchers Market by Country
  - 10.2.3.5 Europe Government Agencies & Others Market by Country
- 10.2.4 Europe Agriculture Analytics Market by Farm Size
  - 10.2.4.1 Europe Large Farms Market by Country
  - 10.2.4.2 Europe Small & Medium-Sized Farms Market by Country
- 10.2.5 Europe Agriculture Analytics Market by Technology
  - 10.2.5.1 Europe Remote Sensing & Satellite Imagery Market by Country
  - 10.2.5.2 Europe Geographic Information System Market by Country
  - 10.2.5.3 Europe Robotics & Automation Market by Country
  - 10.2.5.4 Europe Big Data & Cloud Computing Market by Country
  - 10.2.5.5 Europe Visualization & Reporting Market by Country
  - 10.2.5.6 Europe Blockchain Technology Market by Country
  - 10.2.5.7 Europe Others Market by Country
- 10.2.6 Europe Agriculture Analytics Market by Country
  - 10.2.6.1 Germany Agriculture Analytics Market
    - 10.2.6.1.1 Germany Agriculture Analytics Market by Offering
    - 10.2.6.1.2 Germany Agriculture Analytics Market by Agriculture Type
    - 10.2.6.1.3 Germany Agriculture Analytics Market by End User
    - 10.2.6.1.4 Germany Agriculture Analytics Market by Farm Size
    - 10.2.6.1.5 Germany Agriculture Analytics Market by Technology
  - 10.2.6.2 UK Agriculture Analytics Market
    - 10.2.6.2.1 UK Agriculture Analytics Market by Offering
    - 10.2.6.2.2 UK Agriculture Analytics Market by Agriculture Type
    - 10.2.6.2.3 UK Agriculture Analytics Market by End User
    - 10.2.6.2.4 UK Agriculture Analytics Market by Farm Size
    - 10.2.6.2.5 UK Agriculture Analytics Market by Technology
  - 10.2.6.3 France Agriculture Analytics Market
    - 10.2.6.3.1 France Agriculture Analytics Market by Offering
    - 10.2.6.3.2 France Agriculture Analytics Market by Agriculture Type
    - 10.2.6.3.3 France Agriculture Analytics Market by End User
    - 10.2.6.3.4 France Agriculture Analytics Market by Farm Size
    - 10.2.6.3.5 France Agriculture Analytics Market by Technology
  - 10.2.6.4 Russia Agriculture Analytics Market
    - 10.2.6.4.1 Russia Agriculture Analytics Market by Offering
    - 10.2.6.4.2 Russia Agriculture Analytics Market by Agriculture Type
    - 10.2.6.4.3 Russia Agriculture Analytics Market by End User
    - 10.2.6.4.4 Russia Agriculture Analytics Market by Farm Size
    - 10.2.6.4.5 Russia Agriculture Analytics Market by Technology
  - 10.2.6.5 Spain Agriculture Analytics Market
    - 10.2.6.5.1 Spain Agriculture Analytics Market by Offering
    - 10.2.6.5.2 Spain Agriculture Analytics Market by Agriculture Type
    - 10.2.6.5.3 Spain Agriculture Analytics Market by End User
    - 10.2.6.5.4 Spain Agriculture Analytics Market by Farm Size
    - 10.2.6.5.5 Spain Agriculture Analytics Market by Technology
  - 10.2.6.6 Italy Agriculture Analytics Market
    - 10.2.6.6.1 Italy Agriculture Analytics Market by Offering
    - 10.2.6.6.2 Italy Agriculture Analytics Market by Agriculture Type
    - 10.2.6.6.3 Italy Agriculture Analytics Market by End User
    - 10.2.6.6.4 Italy Agriculture Analytics Market by Farm Size
    - 10.2.6.6.5 Italy Agriculture Analytics Market by Technology
  - 10.2.6.7 Rest of Europe Agriculture Analytics Market
    - 10.2.6.7.1 Rest of Europe Agriculture Analytics Market by Offering
    - 10.2.6.7.2 Rest of Europe Agriculture Analytics Market by Agriculture Type
    - 10.2.6.7.3 Rest of Europe Agriculture Analytics Market by End User
    - 10.2.6.7.4 Rest of Europe Agriculture Analytics Market by Farm Size
    - 10.2.6.7.5 Rest of Europe Agriculture Analytics Market by Technology
10.3 Asia Pacific Agriculture Analytics Market
- 10.3.1 Asia Pacific Agriculture Analytics Market by Offering
  - 10.3.1.1 Asia Pacific Solution Market by Country
  - 10.3.1.2 Asia Pacific Services Market by Country
- 10.3.2 Asia Pacific Agriculture Analytics Market by Agriculture Type
  - 10.3.2.1 Asia Pacific Precision Farming Market by Country
  - 10.3.2.2 Asia Pacific Livestock Farming Market by Country
  - 10.3.2.3 Asia Pacific Aquaculture Farming Market by Country
  - 10.3.2.4 Asia Pacific Vertical Farming Market by Country
  - 10.3.2.5 Asia Pacific Others Market by Country
- 10.3.3 Asia Pacific Agriculture Analytics Market by End User
  - 10.3.3.1 Asia Pacific Farmers Market by Country
  - 10.3.3.2 Asia Pacific Agronomists Market by Country
  - 10.3.3.3 Asia Pacific Agribusinesses Market by Country
  - 10.3.3.4 Asia Pacific Agricultural Researchers Market by Country
  - 10.3.3.5 Asia Pacific Government Agencies & Others Market by Country
- 10.3.4 Asia Pacific Agriculture Analytics Market by Farm Size
  - 10.3.4.1 Asia Pacific Large Farms Market by Country
  - 10.3.4.2 Asia Pacific Small & Medium-Sized Farms Market by Country
- 10.3.5 Asia Pacific Agriculture Analytics Market by Technology
  - 10.3.5.1 Asia Pacific Remote Sensing & Satellite Imagery Market by Country
  - 10.3.5.2 Asia Pacific Geographic Information System Market by Country
  - 10.3.5.3 Asia Pacific Robotics & Automation Market by Country
  - 10.3.5.4 Asia Pacific Big Data & Cloud Computing Market by Country
  - 10.3.5.5 Asia Pacific Visualization & Reporting Market by Country
  - 10.3.5.6 Asia Pacific Blockchain Technology Market by Country
  - 10.3.5.7 Asia Pacific Others Market by Country
- 10.3.6 Asia Pacific Agriculture Analytics Market by Country
  - 10.3.6.1 China Agriculture Analytics Market
    - 10.3.6.1.1 China Agriculture Analytics Market by Offering
    - 10.3.6.1.2 China Agriculture Analytics Market by Agriculture Type
    - 10.3.6.1.3 China Agriculture Analytics Market by End User
    - 10.3.6.1.4 China Agriculture Analytics Market by Farm Size
    - 10.3.6.1.5 China Agriculture Analytics Market by Technology
  - 10.3.6.2 Japan Agriculture Analytics Market
    - 10.3.6.2.1 Japan Agriculture Analytics Market by Offering
    - 10.3.6.2.2 Japan Agriculture Analytics Market by Agriculture Type
    - 10.3.6.2.3 Japan Agriculture Analytics Market by End User
    - 10.3.6.2.4 Japan Agriculture Analytics Market by Farm Size
    - 10.3.6.2.5 Japan Agriculture Analytics Market by Technology
  - 10.3.6.3 India Agriculture Analytics Market
    - 10.3.6.3.1 India Agriculture Analytics Market by Offering
    - 10.3.6.3.2 India Agriculture Analytics Market by Agriculture Type
    - 10.3.6.3.3 India Agriculture Analytics Market by End User
    - 10.3.6.3.4 India Agriculture Analytics Market by Farm Size
    - 10.3.6.3.5 India Agriculture Analytics Market by Technology
  - 10.3.6.4 South Korea Agriculture Analytics Market
    - 10.3.6.4.1 South Korea Agriculture Analytics Market by Offering
    - 10.3.6.4.2 South Korea Agriculture Analytics Market by Agriculture Type
    - 10.3.6.4.3 South Korea Agriculture Analytics Market by End User
    - 10.3.6.4.4 South Korea Agriculture Analytics Market by Farm Size
    - 10.3.6.4.5 South Korea Agriculture Analytics Market by Technology
  - 10.3.6.5 Singapore Agriculture Analytics Market
    - 10.3.6.5.1 Singapore Agriculture Analytics Market by Offering
    - 10.3.6.5.2 Singapore Agriculture Analytics Market by Agriculture Type
    - 10.3.6.5.3 Singapore Agriculture Analytics Market by End User
    - 10.3.6.5.4 Singapore Agriculture Analytics Market by Farm Size
    - 10.3.6.5.5 Singapore Agriculture Analytics Market by Technology
  - 10.3.6.6 Malaysia Agriculture Analytics Market
    - 10.3.6.6.1 Malaysia Agriculture Analytics Market by Offering
    - 10.3.6.6.2 Malaysia Agriculture Analytics Market by Agriculture Type
    - 10.3.6.6.3 Malaysia Agriculture Analytics Market by End User
    - 10.3.6.6.4 Malaysia Agriculture Analytics Market by Farm Size
    - 10.3.6.6.5 Malaysia Agriculture Analytics Market by Technology
  - 10.3.6.7 Rest of Asia Pacific Agriculture Analytics Market
    - 10.3.6.7.1 Rest of Asia Pacific Agriculture Analytics Market by Offering
    - 10.3.6.7.2 Rest of Asia Pacific Agriculture Analytics Market by Agriculture Type
    - 10.3.6.7.3 Rest of Asia Pacific Agriculture Analytics Market by End User
    - 10.3.6.7.4 Rest of Asia Pacific Agriculture Analytics Market by Farm Size
    - 10.3.6.7.5 Rest of Asia Pacific Agriculture Analytics Market by Technology
10.4 LAMEA Agriculture Analytics Market
- 10.4.1 LAMEA Agriculture Analytics Market by Offering
  - 10.4.1.1 LAMEA Solution Market by Country
  - 10.4.1.2 LAMEA Services Market by Country
- 10.4.2 LAMEA Agriculture Analytics Market by Agriculture Type
  - 10.4.2.1 LAMEA Precision Farming Market by Country
  - 10.4.2.2 LAMEA Livestock Farming Market by Country
  - 10.4.2.3 LAMEA Aquaculture Farming Market by Country
  - 10.4.2.4 LAMEA Vertical Farming Market by Country
  - 10.4.2.5 LAMEA Others Market by Country
- 10.4.3 LAMEA Agriculture Analytics Market by End User
  - 10.4.3.1 LAMEA Farmers Market by Country
  - 10.4.3.2 LAMEA Agronomists Market by Country
  - 10.4.3.3 LAMEA Agribusinesses Market by Country
  - 10.4.3.4 LAMEA Agricultural Researchers Market by Country
  - 10.4.3.5 LAMEA Government Agencies & Others Market by Country
- 10.4.4 LAMEA Agriculture Analytics Market by Farm Size
  - 10.4.4.1 LAMEA Large Farms Market by Country
  - 10.4.4.2 LAMEA Small & Medium-Sized Farms Market by Country
- 10.4.5 LAMEA Agriculture Analytics Market by Technology
  - 10.4.5.1 LAMEA Remote Sensing & Satellite Imagery Market by Country
  - 10.4.5.2 LAMEA Geographic Information System Market by Country
  - 10.4.5.3 LAMEA Robotics & Automation Market by Country
  - 10.4.5.4 LAMEA Big Data & Cloud Computing Market by Country
  - 10.4.5.5 LAMEA Visualization & Reporting Market by Country
  - 10.4.5.6 LAMEA Blockchain Technology Market by Country
  - 10.4.5.7 LAMEA Others Market by Country
- 10.4.6 LAMEA Agriculture Analytics Market by Country
  - 10.4.6.1 Brazil Agriculture Analytics Market
    - 10.4.6.1.1 Brazil Agriculture Analytics Market by Offering
    - 10.4.6.1.2 Brazil Agriculture Analytics Market by Agriculture Type
    - 10.4.6.1.3 Brazil Agriculture Analytics Market by End User
    - 10.4.6.1.4 Brazil Agriculture Analytics Market by Farm Size
    - 10.4.6.1.5 Brazil Agriculture Analytics Market by Technology
  - 10.4.6.2 Argentina Agriculture Analytics Market
    - 10.4.6.2.1 Argentina Agriculture Analytics Market by Offering
    - 10.4.6.2.2 Argentina Agriculture Analytics Market by Agriculture Type
    - 10.4.6.2.3 Argentina Agriculture Analytics Market by End User
    - 10.4.6.2.4 Argentina Agriculture Analytics Market by Farm Size
    - 10.4.6.2.5 Argentina Agriculture Analytics Market by Technology
  - 10.4.6.3 UAE Agriculture Analytics Market
    - 10.4.6.3.1 UAE Agriculture Analytics Market by Offering
    - 10.4.6.3.2 UAE Agriculture Analytics Market by Agriculture Type
    - 10.4.6.3.3 UAE Agriculture Analytics Market by End User
    - 10.4.6.3.4 UAE Agriculture Analytics Market by Farm Size
    - 10.4.6.3.5 UAE Agriculture Analytics Market by Technology
  - 10.4.6.4 Saudi Arabia Agriculture Analytics Market
    - 10.4.6.4.1 Saudi Arabia Agriculture Analytics Market by Offering
    - 10.4.6.4.2 Saudi Arabia Agriculture Analytics Market by Agriculture Type
    - 10.4.6.4.3 Saudi Arabia Agriculture Analytics Market by End User
    - 10.4.6.4.4 Saudi Arabia Agriculture Analytics Market by Farm Size
    - 10.4.6.4.5 Saudi Arabia Agriculture Analytics Market by Technology
  - 10.4.6.5 South Africa Agriculture Analytics Market
    - 10.4.6.5.1 South Africa Agriculture Analytics Market by Offering
    - 10.4.6.5.2 South Africa Agriculture Analytics Market by Agriculture Type
    - 10.4.6.5.3 South Africa Agriculture Analytics Market by End User
    - 10.4.6.5.4 South Africa Agriculture Analytics Market by Farm Size
    - 10.4.6.5.5 South Africa Agriculture Analytics Market by Technology
  - 10.4.6.6 Nigeria Agriculture Analytics Market
    - 10.4.6.6.1 Nigeria Agriculture Analytics Market by Offering
    - 10.4.6.6.2 Nigeria Agriculture Analytics Market by Agriculture Type
    - 10.4.6.6.3 Nigeria Agriculture Analytics Market by End User
    - 10.4.6.6.4 Nigeria Agriculture Analytics Market by Farm Size
    - 10.4.6.6.5 Nigeria Agriculture Analytics Market by Technology
  - 10.4.6.7 Rest of LAMEA Agriculture Analytics Market
    - 10.4.6.7.1 Rest of LAMEA Agriculture Analytics Market by Offering
    - 10.4.6.7.2 Rest of LAMEA Agriculture Analytics Market by Agriculture Type
    - 10.4.6.7.3 Rest of LAMEA Agriculture Analytics Market by End User
    - 10.4.6.7.4 Rest of LAMEA Agriculture Analytics Market by Farm Size
    - 10.4.6.7.5 Rest of LAMEA Agriculture Analytics Market by Technology

Chapter 11. Company Profiles

11.1 IBM Corporation
- 11.1.1 Company Overview
- 11.1.2 Financial Analysis
- 11.1.3 Regional & Segmental Analysis
- 11.1.4 Research & Development Expenses
- 11.1.5 Recent strategies and developments:
  - 11.1.5.1 Partnerships, Collaborations, and Agreements:
  - 11.1.5.2 Product Launches and Product Expansions:
- 11.1.6 SWOT Analysis
11.2 Bayer AG
- 11.2.1 Company Overview
- 11.2.2 Financial Analysis
- 11.2.3 Segmental and Regional Analysis
- 11.2.4 Research & Development Expense
- 11.2.5 Recent strategies and developments:
  - 11.2.5.1 Product Launches and Product Expansions:
  - 11.2.5.2 Partnerships, Collaborations & Agreements
- 11.2.6 SWOT Analysis
11.3 SAP SE
- 11.3.1 Company Overview
- 11.3.2 Financial Analysis
- 11.3.3 Segmental and Regional Analysis
- 11.3.4 Research & Development Expense
- 11.3.5 Recent strategies and developments:
  - 11.3.5.1 Partnerships, Collaborations & Agreements:
- 11.3.6 SWOT Analysis
11.4 Oracle Corporation
- 11.4.1 Company Overview
- 11.4.2 Financial Analysis
- 11.4.3 Segmental and Regional Analysis
- 11.4.4 Research & Development Expense
- 11.4.5 SWOT Analysis
11.5 Accenture PLC
- 11.5.1 Company Overview
- 11.5.2 Financial Analysis
- 11.5.3 Segmental and Regional Analysis
- 11.5.4 Research & Development Expenses
- 11.5.5 Recent strategies and developments:
  - 11.5.5.1 Partnerships, Collaborations, and Agreements:
- 11.5.6 SWOT Analysis
11.6 Tetra Laval International S.A. (DeLaval)
- 11.6.1 Company Overview
- 11.6.2 Financial Analysis
- 11.6.3 Segmental and Regional Analysis
- 11.6.4 Regional Analysis of Tetra Pak
- 11.6.5 Regional Analysis of Sidel
- 11.6.6 Regional Analysis of DeLaval
- 11.6.7 SWOT Analysis
11.7 Deere & Company
- 11.7.1 Company Overview
- 11.7.2 Financial Analysis
- 11.7.3 Segmental and Regional Analysis
- 11.7.4 Research & Development Expenses
- 11.7.5 Recent strategies and developments:
  - 11.7.5.1 Partnerships, Collaborations & Agreements
- 11.7.6 SWOT Analysis
11.8 Iteris, Inc.
- 11.8.1 Company Overview
- 11.8.2 Financial Analysis
- 11.8.3 Research & Development Expenses
- 11.8.4 Recent strategies and developments:
  - 11.8.4.1 Partnerships, Collaborations, and Agreements:
- 11.8.5 SWOT Analysis
11.9 Trimble, Inc.
- 11.9.1 Company Overview
- 11.9.2 Financial Analysis
- 11.9.3 Segmental and Regional Analysis
- 11.9.4 Research & Development Expenses
- 11.9.5 Recent strategies and developments:
  - 11.9.5.1 Partnerships, Collaborations, and Agreements:
  - 11.9.5.2 Product Launches and Product Expansions:
- 11.9.6 SWOT Analysis
11.10. SAS Institute, Inc.
- 11.10.1 Company Overview
- 11.10.2 Recent strategies and developments:
  - 11.10.2.1 Partnerships, Collaborations, and Agreements:
- 11.10.1 SWOT Analysis

農業アナリティクスの世界市場規模、シェア、産業動向分析レポート：提供サービス別（ソリューションとサービス）、農業タイプ別、エンドユーザー別、農場規模別、技術別、地域別展望と予測、2023年～2030年

Global Agriculture Analytics Market Size, Share & Industry Trends Analysis Report By Offering (Solution and Services), By Agriculture Type, By End User, By Farm Size, By Technology, By Regional Outlook and Forecast, 2023 - 2030

目次

第1章市場範囲と調査手法

第2章市場の概要

第3章市場概要

第4章競合分析- 世界

第5章世界の農業分析市場：提供別

第6章世界の農業分析市場：農業の種類別

第7章世界の農業分析市場：エンドユーザー別

第8章世界の農業分析市場：農場の規模別

第9章世界の農業分析市場：技術別

第10章世界の農業分析市場：地域別

第11章企業プロファイル

第12章農業分析市場での勝利は必須

LIST OF TABLES

Scope of the Study

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market as a Glance

Chapter 3. Market Overview

Chapter 4. Competition Analysis - Global

Chapter 5. Global Agriculture Analytics Market by Offering

Chapter 6. Global Agriculture Analytics Market by Agriculture Type

Chapter 7. Global Agriculture Analytics Market by End User

Chapter 8. Global Agriculture Analytics Market by Farm Size

Chapter 9. Global Agriculture Analytics Market by Technology

Chapter 10. Global Agriculture Analytics Market by Region

Chapter 11. Company Profiles

Chapter 12. Winning Imperative for Agriculture Analytics Market

農業アナリティクスの世界市場規模、シェア、産業動向分析レポート：提供サービス別（ソリューションとサービス）、農業タイプ別、エンドユーザー別、農場規模別、技術別、地域別展望と予測、2023年～2030年

Global Agriculture Analytics Market Size, Share & Industry Trends Analysis Report By Offering (Solution and Services), By Agriculture Type, By End User, By Farm Size, By Technology, By Regional Outlook and Forecast, 2023 - 2030

目次

第1章 市場範囲と調査手法

第2章 市場の概要

第3章 市場概要

第4章 競合分析- 世界

第5章 世界の農業分析市場：提供別

第6章 世界の農業分析市場：農業の種類別

第7章 世界の農業分析市場：エンドユーザー別

第8章 世界の農業分析市場：農場の規模別

第9章 世界の農業分析市場：技術別

第10章 世界の農業分析市場：地域別

第11章 企業プロファイル

第12章 農業分析市場での勝利は必須

LIST OF TABLES

Scope of the Study

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market as a Glance

Chapter 3. Market Overview

Chapter 4. Competition Analysis - Global

Chapter 5. Global Agriculture Analytics Market by Offering

Chapter 6. Global Agriculture Analytics Market by Agriculture Type

Chapter 7. Global Agriculture Analytics Market by End User

Chapter 8. Global Agriculture Analytics Market by Farm Size

Chapter 9. Global Agriculture Analytics Market by Technology

Chapter 10. Global Agriculture Analytics Market by Region

Chapter 11. Company Profiles

Chapter 12. Winning Imperative for Agriculture Analytics Market

第1章市場範囲と調査手法

第2章市場の概要

第3章市場概要

第4章競合分析- 世界

第5章世界の農業分析市場：提供別

第6章世界の農業分析市場：農業の種類別

第7章世界の農業分析市場：エンドユーザー別

第8章世界の農業分析市場：農場の規模別

第9章世界の農業分析市場：技術別

第10章世界の農業分析市場：地域別

第11章企業プロファイル

第12章農業分析市場での勝利は必須