精密農業向け画像技術市場：製品、技術、用途別-2025-2030年の世界予測

精密農業向け画像技術市場は、2023年に4億2,316万米ドルと評価され、2024年には4億7,373万米ドルに達すると予測され、CAGR 12.51%で成長し、2030年には9億6,585万米ドルに達すると予測されています。

精密農業におけるイメージング技術の範囲は、マルチスペクトル、ハイパースペクトル、サーマル、LiDARイメージングなどの先進技術の使用を包含し、作物のモニタリング、健康評価、収量予測を強化します。この技術は、高解像度で正確なデータ収集を可能にし、農家が作物管理、害虫駆除、資源配分について十分な情報に基づいた意思決定を行えるようにするため、現代農業に不可欠です。作物の栄養不足の特定から病気の早期発見、土壌状態の評価まで、その応用範囲は広いです。最終用途の範囲には、農業生産者、農学者、研究機関、技術プロバイダーが含まれ、これらの人々が一体となって農業の生産性と持続可能性を推進するエコシステムを形成しています。

市場成長は、世界人口の増加による食糧需要の増加、持続可能な農業実践の必要性、ドローンや衛星技術の進歩といった要因に大きく影響されます。農業イノベーションに投資する政府や民間団体も成長を後押しします。しかし、潜在的な課題としては、初期設定コストの高さ、データ解釈の複雑さ、さまざまな農場規模や地域に対する画像技術の拡張性に関する懸念などがあります。

最新のビジネスチャンスには、費用対効果の高い画像ソリューションの開発、データ分析のためのAIと機械学習の統合、リアルタイムモニタリングのための無人航空機（UAV）の利用拡大などがあります。企業は、小規模農家に合わせた使いやすく手頃な価格の画像ソリューションを提供するための研究開発に投資することで、こうした機会を活用することができます。ハイテク企業や農業団体と提携してサービスのエコシステムを構築すれば、市場での存在感がさらに高まる。

イノベーション分野には、データ解析のためのスマートアルゴリズム、画像解像度の向上、画像処理システムのリアルタイム処理能力の向上などがあります。とはいえ、データ・プライバシーへの懸念、潜在的な規制のハードル、複雑なシステムを扱うための熟練した人材の必要性といった課題を乗り越えなければならないです。これらの力学を理解することは、この進化する情勢の中で市場の成長と持続可能性を目指す企業にとって極めて重要です。

市場力学：急速に進化する精密農業向け画像技術市場の主要市場インサイトを公開

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

• 市場促進要因
  • 世界人口の増加と食糧需要の増加
  • 精密農業技術の採用増加
  • 近代的農業技術の導入に向けた政府の取り組み
• 市場抑制要因
  • 高い初期投資と精密農業向け画像技術に関する限られた技術的専門知識
• 市場機会
  • 高度な技術やアルゴリズムと画像技術の統合によるデータ分析や意思決定能力の強化
  • 精密農業分野における新興企業の普及拡大
• 市場の課題
  • 精密農業向け画像技術に関連する統合と相互運用性の限界

ポーターの5つの力：精密農業向け画像技術市場をナビゲートする戦略ツール

ポーターの5つの力フレームワークは、精密農業向け画像技術市場の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することで、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：精密農業向け画像技術市場における外部からの影響の把握

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

市場シェア分析精密農業向け画像技術市場における競合情勢の把握

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

FPNVポジショニング・マトリックス精密農業向け画像技術市場におけるベンダーのパフォーマンス評価

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

戦略分析と推奨精密農業向け画像技術市場における成功への道筋を描く

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

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

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

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

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

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

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

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

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 世界人口の増加と食糧需要の高まり
    • 精密農業技術の導入拡大
    • 近代農業技術を導入する政府の取り組み
  • 抑制要因
    • 精密農業向け画像技術の初期投資額が高く、技術的専門知識が限られている
  • 機会
    • 高度なテクノロジーとアルゴリズムをイメージングテクノロジーと統合し、データ分析と意思決定能力を強化
    • 精密農業分野におけるスタートアップ企業の浸透拡大
  • 課題
    • 精密農業向け画像技術に関連する統合および相互運用性の制限
• 市場セグメンテーション分析
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 精密農業向け画像技術市場：製品別

• ハードウェア
  • カメラ
  • センサー
• ソフトウェア

第7章 精密農業向け画像技術市場：技術別

• ハイパースペクトル技術
• マルチスペクトル技術

第8章 精密農業向け画像技術市場：用途別

• 作物スカウティング
• フィールドマッピング
• 在庫管理
• 灌漑管理
• 天気追跡と予報
• 収量モニタリング

第9章 南北アメリカの精密農業向け画像技術市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第10章 アジア太平洋地域の精密農業向け画像技術市場

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

第11章 欧州・中東・アフリカの精密農業向け画像技術市場

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

第12章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
  • CropX、3,000万米ドルのシリーズC資金調達ラウンドの完了を発表
  • 精密農業ソリューションおよび分析サービスの大手企業であるBraiin Limitedが、Northern Revival Acquisition Corporationとの事業統合を通じて株式を公開する計画を発表
  • Ceres Imagingが農業データ分析ソリューションを欧州に拡大
  • Proveyeがシード資金として100万ユーロを確保
  • CropX、精密灌漑スタートアップTuleを4度目の買収
  • リンゼイ・コーポレーション、セレス・イメージングとの提携を発表
  • DJI、精密農業向けMavic 3 Multispectralを発売
  • クラウドベースの農業技術企業、DataFarmingが、Pixxelのハイパースペクトル衛星技術をオーストラリアの農家に提供
• 戦略分析と提言

企業一覧

• AgEagle Aerial Systems Inc.
• Analytik Ltd.
• Corning Incorporated
• dol-sensors A/S
• FIXAR-AERO LLC
• Gamamya
• HAIP Solutions GmbH
• Headwall Photonics
• IMEC VZW
• Photonfocus AG
• Prediktera AB by NEO, Norsk Elektro Optikk AS
• Resonon Inc.
• Sentek Technologies
• Specim, Spectral Imaging Ltd. by Konica Minolta, Inc.
• SpecTIR
• Spectral Devices Inc.
• Surface Optics Corporation
• SZ DJI Technology Co., Ltd.
• Teledyne Technologies Incorporated
• XIMEA Group

LIST OF FIGURES

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

LIST OF TABLES

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

The Imaging Technology for Precision Agriculture Market was valued at USD 423.16 million in 2023, expected to reach USD 473.73 million in 2024, and is projected to grow at a CAGR of 12.51%, to USD 965.85 million by 2030.

The scope of imaging technology in precision agriculture encompasses the use of advanced techniques such as multispectral, hyperspectral, thermal, and LiDAR imaging to enhance crop monitoring, health assessment, and yield prediction. This technology is essential for modern agriculture as it allows for high-resolution and accurate data collection, enabling farmers to make informed decisions about crop management, pest control, and resource allocation. Applications are widespread, from identifying nutrient deficiencies in crops to detecting diseases early, and assessing soil conditions. The end-use scope includes agricultural producers, agronomists, research institutions, and technology providers, who together form an ecosystem driving productivity and sustainability in farming.

Market growth is significantly influenced by factors such as increased demand for food due to a growing global population, the necessity for sustainable agricultural practices, and advancements in drone and satellite technologies. Governments and private entities investing in agricultural innovation also propel growth. However, potential challenges include high initial setup costs, the complexity of data interpretation, and concerns regarding the scalability of imaging technologies across various farm sizes and geographies.

The latest opportunities include developing cost-effective imaging solutions, integrating AI and machine learning for data analysis, and expanding the use of unmanned aerial vehicles (UAVs) for real-time monitoring. Businesses can capitalize on these opportunities by investing in research and development to offer user-friendly and affordable imaging solutions tailored for smallholder farmers. Partnerships with tech companies and agricultural bodies to create an ecosystem of services will further enhance market presence.

Innovation areas include smart algorithms for data analysis, enhancing imaging resolution, and improving the real-time processing capabilities of imaging systems. Nonetheless, challenges such as data privacy concerns, potential regulatory hurdles, and the need for skilled personnel to handle complex systems must be navigated. Understanding these dynamics is crucial for businesses aiming for market growth and sustainability in this evolving landscape.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Imaging Technology for Precision Agriculture Market

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

• Market Drivers
  • Growing world population coupled with rising demand for food
  • Increasing adoption of precision farming techniques
  • Government initiatives to adopt modern agricultural techniques
• Market Restraints
  • High initial investment and limited technical expertise for imaging technology for precision agriculture
• Market Opportunities
  • Integration of advanced technologies and algorithms with imaging technology to enhance data analysis and decision-making capabilities
  • Growing penetration of startups in precision agriculture sectors
• Market Challenges
  • Integration and interoperability limitations associated with imaging technology for precision agriculture

Porter's Five Forces: A Strategic Tool for Navigating the Imaging Technology for Precision Agriculture Market

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

PESTLE Analysis: Navigating External Influences in the Imaging Technology for Precision Agriculture Market

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

Market Share Analysis: Understanding the Competitive Landscape in the Imaging Technology for Precision Agriculture Market

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

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Imaging Technology for Precision Agriculture Market

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

Strategy Analysis & Recommendation: Charting a Path to Success in the Imaging Technology for Precision Agriculture Market

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

Key Company Profiles

The report delves into recent significant developments in the Imaging Technology for Precision Agriculture Market, highlighting leading vendors and their innovative profiles. These include AgEagle Aerial Systems Inc., Analytik Ltd., Corning Incorporated, dol-sensors A/S, FIXAR-AERO LLC, Gamamya, HAIP Solutions GmbH, Headwall Photonics, IMEC VZW, Photonfocus AG, Prediktera AB by NEO, Norsk Elektro Optikk AS, Resonon Inc., Sentek Technologies, Specim, Spectral Imaging Ltd. by Konica Minolta, Inc., SpecTIR, Spectral Devices Inc., Surface Optics Corporation, SZ DJI Technology Co., Ltd., Teledyne Technologies Incorporated, and XIMEA Group.

Market Segmentation & Coverage

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

• Based on Product, market is studied across Hardware and Software. The Hardware is further studied across Cameras and Sensors.
• Based on Technology, market is studied across Hyperspectral Technology and Multispectral Technology.
• Based on Application, market is studied across Crop Scouting, Field Mapping, Inventory Management, Irrigation Management, Weather Tracking & Forecasting, and Yield Monitoring.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

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

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

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

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

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

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

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

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

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

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

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

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

Table of Contents

1. Preface

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

2. Research Methodology

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

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Growing world population coupled with rising demand for food
    • 5.1.1.2. Increasing adoption of precision farming techniques
    • 5.1.1.3. Government initiatives to adopt modern agricultural techniques
  • 5.1.2. Restraints
    • 5.1.2.1. High initial investment and limited technical expertise for imaging technology for precision agriculture
  • 5.1.3. Opportunities
    • 5.1.3.1. Integration of advanced technologies and algorithms with imaging technology to enhance data analysis and decision-making capabilities
    • 5.1.3.2. Growing penetration of startups in precision agriculture sectors
  • 5.1.4. Challenges
    • 5.1.4.1. Integration and interoperability limitations associated with imaging technology for precision agriculture
• 5.2. Market Segmentation Analysis
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Imaging Technology for Precision Agriculture Market, by Product

• 6.1. Introduction
• 6.2. Hardware
  • 6.2.1. Cameras
  • 6.2.2. Sensors
• 6.3. Software

7. Imaging Technology for Precision Agriculture Market, by Technology

• 7.1. Introduction
• 7.2. Hyperspectral Technology
• 7.3. Multispectral Technology

8. Imaging Technology for Precision Agriculture Market, by Application

• 8.1. Introduction
• 8.2. Crop Scouting
• 8.3. Field Mapping
• 8.4. Inventory Management
• 8.5. Irrigation Management
• 8.6. Weather Tracking & Forecasting
• 8.7. Yield Monitoring

9. Americas Imaging Technology for Precision Agriculture Market

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

10. Asia-Pacific Imaging Technology for Precision Agriculture Market

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

11. Europe, Middle East & Africa Imaging Technology for Precision Agriculture Market

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

12. Competitive Landscape

• 12.1. Market Share Analysis, 2023
• 12.2. FPNV Positioning Matrix, 2023
• 12.3. Competitive Scenario Analysis
  • 12.3.1. CropX Announces Completion of USD 30 Million Series C Funding Round
  • 12.3.2. Braiin Limited, a Leading Precision Agriculture Solutions and Analytics Services Company, Announces Plans to go Public via Business Combination with Northern Revival Acquisition Corporation
  • 12.3.3. Ceres Imaging Expands Its Agriculture Data Analytics Solutions to Europe
  • 12.3.4. Proveye Secures EUR 1 Million in Seed Funding
  • 12.3.5. CropX Makes its Fourth Acquisition with Precision Irrigation Startup Tule
  • 12.3.6. Lindsay Corporation Announces Partnership with Ceres Imaging
  • 12.3.7. DJI Launches the Mavic 3 Multispectral For Precision Agriculture
  • 12.3.8. Cloud-Based Agritech Company, DataFarming, Bringing Pixxel's Hyperspectral Satellite Technology to Australian Farmers
• 12.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. AgEagle Aerial Systems Inc.
• 2. Analytik Ltd.
• 3. Corning Incorporated
• 4. dol-sensors A/S
• 5. FIXAR-AERO LLC
• 6. Gamamya
• 7. HAIP Solutions GmbH
• 8. Headwall Photonics
• 9. IMEC VZW
• 10. Photonfocus AG
• 11. Prediktera AB by NEO, Norsk Elektro Optikk AS
• 12. Resonon Inc.
• 13. Sentek Technologies
• 14. Specim, Spectral Imaging Ltd. by Konica Minolta, Inc.
• 15. SpecTIR
• 16. Spectral Devices Inc.
• 17. Surface Optics Corporation
• 18. SZ DJI Technology Co., Ltd.
• 19. Teledyne Technologies Incorporated
• 20. XIMEA Group