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作物の自律的管理の世界市場

Autonomous Crop Management

出版日
ページ情報
英文 376 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=146.08円
作物の自律的管理の世界市場
出版日: 2024年08月16日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 376 Pages
納期: 即日から翌営業日
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  • 概要
  • 目次
概要

作物の自律的管理の世界市場は2030年までに50億米ドルに達する見込み

2023年に19億米ドルと推定される作物の自律的管理の世界市場は、2030年には50億米ドルに達し、分析期間2023-2030年のCAGRは14.8%で成長すると予測されます。本レポートで分析したセグメントの1つである作物の自律的管理ソフトウェアは、CAGR 14.4%を記録し、分析期間終了時には32億米ドルに達すると予測されます。作物の自律的管理サービス分野の成長率は、分析期間でCAGR 15.6％と推定されます。

米国市場は5億1,750万米ドル、中国はCAGR19.6％で成長予測

米国の作物の自律的管理市場は、2023年に5億1,750万米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに11億米ドルの市場規模に達すると予測され、分析期間2023-2030年のCAGRは19.6%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ11.2％と13.0％と予測されています。欧州では、ドイツがCAGR 11.8%で成長すると予測されています。

世界の作物の自律的管理市場- 主要動向と促進要因のまとめ

作物の自律的管理は、人工知能（AI）、機械学習、ロボット工学を活用して作物生産の効率性と持続可能性を高める、農業技術の変革的進歩を象徴しています。この革新的アプローチは、自動トラクター、作物モニタリング用ドローン、ロボット収穫機など、様々なシステムを包含します。これらのシステムは、センサーとデータ分析の組み合わせを活用し、作物の健康状態、土壌状態、環境要因をかつてない精度で監視します。この詳細なモニタリングにより、水、肥料、農薬の的確な散布が可能になり、資源の利用を最適化するだけでなく、無駄を省いてコストを削減することができます。例えば、自動トラクターは耕作、植え付け、散布などの作業を高い精度で行うことができ、マルチスペクトルカメラを搭載したドローンは広い畑を調査して肉眼では見えない問題を検出することができます。ロボット収穫機は、果物や野菜を最小限のダメージで収穫することができ、より高品質の農産物を確保し、人件費を削減することができます。これらのテクノロジーを統合することで、農作物は必要な時に必要なケアを受けることができ、収量が向上し、農場全体の生産性が向上します。

作物の自律的管理の重要な要素は精密農業です。このアプローチでは、GPS技術とIoT（モノのインターネット）デバイスを活用して、圃場からリアルタイムのデータを収集します。そして、高度なアルゴリズムがこのデータを分析し、実用的な洞察を提供することで、農家は作付けから収穫まで、作物管理のあらゆる側面について情報に基づいた意思決定を行うことができます。例えば、ドローンは畑の上空を飛行し、高度な画像処理技術を使って作物の詳細な画像を撮影することができます。これらの画像はAIを使って処理され、病気や害虫の発生、栄養不足の兆候を早期に特定し、タイムリーで的を絞った介入が可能になります。自動運転トラクターや散布機などの自律走行車は、AIを使用して高精度で畑をナビゲートし、発芽率と作物の均一性を最大化するために最適な深さと間隔で種を植えます。この精度の高さにより、肥料や農薬を過剰に使用する必要が減り、流出や土壌の劣化を最小限に抑えることで環境にも貢献します。さらに、これらのシステムは24時間、さまざまな気象条件のもとで稼働できるため、作物の健康維持と収量の最大化に不可欠な作業を迅速かつ効率的に完了することができます。

作物の自律的管理市場の成長は、いくつかの要因によってもたらされます。第一に、世界人口の増加とそれに伴う食糧需要の増加により、農業部門は食糧安全保障を確保するためにより効率的でスケーラブルな技術を導入する必要に迫られています。第二に、人件費の上昇と熟練した農業労働者の不足が、自動化を魅力的で必要な代替手段にしています。第3に、AIとロボット工学の進歩により、自律型システムの信頼性、効率性、コスト効率が向上し、農家への導入が進んでいます。第4に、持続可能な農業慣行の必要性に対する認識が高まっており、環境への影響を抑えつつ生産性を向上させる技術の導入が促進されています。こうした慣行には、正確な投入資材の散布、水の使用量の削減、化学物質の流出の最小化などが含まれます。さらに、近代的な農業慣行を促進することを目的とした政府の取り組みや補助金が、農家が自律型技術に投資するための経済的インセンティブとなっています。こうした原動力は総体として、農業の未来を形成する上で作物の自律的管理が果たす役割の重要性を浮き彫りにしています。食料安全保障、持続可能性、経済性といった課題に取り組むことで、作物の自律的管理は現代農業の礎となり、21世紀の需要に応える農業を実現します。

調査対象企業の例（全43件）

  • Advanced Navigation
  • AgFunder
  • Apple Irrigation LLC
  • Cropin Technology Solutions Pvt. Ltd.
  • Croptracker, Inc.
  • IBM Corporation
  • iStudio Technologies
  • Raven Industries, Inc.
  • Topcon Positioning Systems, Inc.
  • Trimble, Inc.
  • Valley Irrigation
  • Western Water Management;

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • スペイン
  • ロシア
  • その他欧州
  • アジア太平洋
  • オーストラリア
  • インド
  • 韓国
  • その他アジア太平洋地域
  • ラテンアメリカ
  • アルゼンチン
  • ブラジル
  • メキシコ
  • その他ラテンアメリカ
  • 中東
  • イラン
  • イスラエル
  • サウジアラビア
  • アラブ首長国連邦
  • その他中東
  • アフリカ

第4章 競合

目次
Product Code: MCP27168

Global Autonomous Crop Management Market to Reach US$5.0 Billion by 2030

The global market for Autonomous Crop Management estimated at US$1.9 Billion in the year 2023, is expected to reach US$5.0 Billion by 2030, growing at a CAGR of 14.8% over the analysis period 2023-2030. Autonomous Crop Management Software, one of the segments analyzed in the report, is expected to record a 14.4% CAGR and reach US$3.2 Billion by the end of the analysis period. Growth in the Autonomous Crop Management Services segment is estimated at 15.6% CAGR over the analysis period.

The U.S. Market is Estimated at US$517.5 Million While China is Forecast to Grow at 19.6% CAGR

The Autonomous Crop Management market in the U.S. is estimated at US$517.5 Million in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$1.1 Billion by the year 2030 trailing a CAGR of 19.6% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 11.2% and 13.0% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 11.8% CAGR.

Global Autonomous Crop Management Market - Key Trends and Drivers Summarized

Autonomous crop management represents a transformative advancement in agricultural technology, leveraging artificial intelligence (AI), machine learning, and robotics to enhance crop production efficiency and sustainability. This innovative approach encompasses a variety of systems, including automated tractors, drones for crop monitoring, and robotic harvesters. These systems utilize a combination of sensors and data analytics to monitor crop health, soil conditions, and environmental factors with unprecedented precision. This detailed monitoring enables the precise application of water, fertilizers, and pesticides, which not only optimizes resource use but also reduces waste and lowers costs. For instance, automated tractors can perform tasks such as plowing, planting, and spraying with high accuracy, while drones equipped with multispectral cameras can survey large fields to detect issues that are not visible to the naked eye. Robotic harvesters can pick fruits and vegetables with minimal damage, ensuring higher quality produce and reducing labor costs. The integration of these technologies ensures that crops receive the exact care they need at the right time, enhancing yields and improving overall farm productivity.

A critical component of autonomous crop management is precision agriculture. This approach utilizes GPS technology and IoT (Internet of Things) devices to gather real-time data from the field. Advanced algorithms then analyze this data to provide actionable insights, enabling farmers to make informed decisions about every aspect of crop management, from planting to harvesting. For instance, drones can fly over fields and use advanced imaging technologies to capture detailed images of crops. These images are processed using AI to identify signs of disease, pest infestations, or nutrient deficiencies early, allowing for timely and targeted interventions. Autonomous vehicles, such as self-driving tractors and sprayers, use AI to navigate fields with high precision, planting seeds at optimal depths and spacing to maximize germination rates and crop uniformity. This precision reduces the need for excessive use of fertilizers and pesticides, which benefits the environment by minimizing runoff and soil degradation. Moreover, these systems can operate around the clock and in various weather conditions, ensuring that tasks are completed promptly and efficiently, which is crucial for maintaining crop health and maximizing yields.

The growth in the autonomous crop management market is driven by several factors. First, the increasing global population and the corresponding demand for food are pushing the agricultural sector to adopt more efficient and scalable technologies to ensure food security. Second, rising labor costs and a shortage of skilled farm workers are making automation an attractive and necessary alternative. Third, advancements in AI and robotics are making autonomous systems more reliable, efficient, and cost-effective, thereby increasing their adoption among farmers. Fourth, there is a growing awareness of the need for sustainable farming practices, which is encouraging the adoption of technologies that can enhance productivity while reducing environmental impacts. These practices include precise application of inputs, reduced water usage, and minimal chemical runoff. Additionally, government initiatives and subsidies aimed at promoting modern agricultural practices are providing financial incentives for farmers to invest in autonomous technologies. These drivers collectively underscore the crucial role of autonomous crop management in shaping the future of agriculture. By addressing the challenges of food security, sustainability, and economic viability, autonomous crop management is set to become a cornerstone of modern farming, ensuring that agricultural practices can meet the demands of the 21st century.

Select Competitors (Total 43 Featured) -

  • Advanced Navigation
  • AgFunder
  • Apple Irrigation LLC
  • Cropin Technology Solutions Pvt. Ltd.
  • Croptracker, Inc.
  • IBM Corporation
  • iStudio Technologies
  • Raven Industries, Inc.
  • Topcon Positioning Systems, Inc.
  • Trimble, Inc.
  • Valley Irrigation
  • Western Water Management;

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Global Economic Update
    • Autonomous Crop Management - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Technological Advancements Propel Growth in Autonomous Crop Management
    • Precision Agriculture Expands Addressable Market Opportunity for Autonomous Systems
    • Data Analytics Strengthens Business Case for Autonomous Crop Management
    • Sustainable Farming Practices Drive Adoption of Autonomous Technologies
    • AI Integration Generates Demand for Smarter Crop Management Solutions
    • IoT Implementation Spurs Growth in Autonomous Farming Equipment
    • Increasing Labor Shortages Drive Adoption of Autonomous Solutions
    • Here's How Connectivity Enhancements Boost Autonomous Crop Management Adoption
    • Robotics Innovations Propel Autonomous Crop Management Forward
    • Machine Learning Applications Strengthen the Market for Autonomous Crop Management
    • Rising Food Security Concerns Drive Demand for Reliable Autonomous Systems
    • Autonomous Drones Transform Crop Monitoring and Management Practices
    • How Autonomous Solutions Improve Yield and Efficiency
    • Precision Mapping Technologies Enhance Business Case for Autonomous Systems
    • Autonomous Tractors Transform Farming Operations and Expand Market
    • Smart Irrigation Systems Accelerate Market Growth for Autonomous Technologies
    • Data-Driven Farming Expands Opportunities in Autonomous Crop Management
    • Here's the Impact: Autonomous Crop Management on Small and Medium-Sized Farms
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Autonomous Crop Management Market Analysis of Annual Sales in US$ Thousand for Years 2014 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Autonomous Crop Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Autonomous Crop Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 4: World 16-Year Perspective for Autonomous Crop Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2014, 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 7: World 16-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 9: World Historic Review for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 10: World 16-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for On-Premise Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 12: World Historic Review for On-Premise Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 13: World 16-Year Perspective for On-Premise Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Cloud-based Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 15: World Historic Review for Cloud-based Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 16: World 16-Year Perspective for Cloud-based Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Crop Tracking & Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 18: World Historic Review for Crop Tracking & Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 19: World 16-Year Perspective for Crop Tracking & Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Irrigation Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 21: World Historic Review for Irrigation Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 22: World 16-Year Perspective for Irrigation Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for Weather Tracking & Forecasting Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 24: World Historic Review for Weather Tracking & Forecasting Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 25: World 16-Year Perspective for Weather Tracking & Forecasting Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Labor & Resource Tracking Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 27: World Historic Review for Labor & Resource Tracking Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 28: World 16-Year Perspective for Labor & Resource Tracking Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 29: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 30: World Historic Review for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 31: World 16-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Autonomous Crop Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 32: USA Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 33: USA Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 34: USA 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 35: USA Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 36: USA Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 37: USA 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 38: USA Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 39: USA Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 40: USA 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • CANADA
    • TABLE 41: Canada Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 42: Canada Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 43: Canada 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 45: Canada Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 46: Canada 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 47: Canada Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 48: Canada Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 49: Canada 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • JAPAN
    • Autonomous Crop Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Japan Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 52: Japan 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 53: Japan Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 54: Japan Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 55: Japan 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 56: Japan Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 57: Japan Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 58: Japan 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • CHINA
    • Autonomous Crop Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 59: China Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 60: China Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 61: China 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 62: China Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 63: China Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 64: China 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 65: China Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 66: China Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 67: China 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • EUROPE
    • Autonomous Crop Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Autonomous Crop Management by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 69: Europe Historic Review for Autonomous Crop Management by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 70: Europe 16-Year Perspective for Autonomous Crop Management by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2014, 2024 & 2030
    • TABLE 71: Europe Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 72: Europe Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 73: Europe 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 74: Europe Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 75: Europe Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 76: Europe 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 77: Europe Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 78: Europe Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 79: Europe 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • FRANCE
    • Autonomous Crop Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 80: France Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 81: France Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 82: France 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 83: France Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 84: France Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 85: France 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 86: France Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 87: France Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 88: France 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • GERMANY
    • Autonomous Crop Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 89: Germany Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 90: Germany Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 91: Germany 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 92: Germany Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 93: Germany Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 94: Germany 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 95: Germany Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 96: Germany Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 97: Germany 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • ITALY
    • TABLE 98: Italy Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 99: Italy Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 100: Italy 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 101: Italy Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 102: Italy Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 103: Italy 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 104: Italy Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 105: Italy Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 106: Italy 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • UNITED KINGDOM
    • Autonomous Crop Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 107: UK Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 108: UK Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 109: UK 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 110: UK Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 111: UK Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 112: UK 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 113: UK Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 114: UK Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 115: UK 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • SPAIN
    • TABLE 116: Spain Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 117: Spain Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 118: Spain 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 119: Spain Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 120: Spain Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 121: Spain 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 122: Spain Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 123: Spain Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 124: Spain 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • RUSSIA
    • TABLE 125: Russia Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 126: Russia Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 127: Russia 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 128: Russia Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 129: Russia Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 130: Russia 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 131: Russia Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 132: Russia Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 133: Russia 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • REST OF EUROPE
    • TABLE 134: Rest of Europe Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 135: Rest of Europe Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 136: Rest of Europe 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 137: Rest of Europe Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 138: Rest of Europe Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 139: Rest of Europe 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 140: Rest of Europe Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 141: Rest of Europe Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 142: Rest of Europe 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • ASIA-PACIFIC
    • Autonomous Crop Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 143: Asia-Pacific Recent Past, Current & Future Analysis for Autonomous Crop Management by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 144: Asia-Pacific Historic Review for Autonomous Crop Management by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 145: Asia-Pacific 16-Year Perspective for Autonomous Crop Management by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2014, 2024 & 2030
    • TABLE 146: Asia-Pacific Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 147: Asia-Pacific Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 148: Asia-Pacific 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 149: Asia-Pacific Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 150: Asia-Pacific Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 151: Asia-Pacific 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 152: Asia-Pacific Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 153: Asia-Pacific Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 154: Asia-Pacific 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • AUSTRALIA
    • Autonomous Crop Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2024 (E)
    • TABLE 155: Australia Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 156: Australia Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 157: Australia 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 158: Australia Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 159: Australia Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 160: Australia 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 161: Australia Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 162: Australia Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 163: Australia 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • INDIA
    • Autonomous Crop Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2024 (E)
    • TABLE 164: India Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 165: India Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 166: India 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 167: India Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 168: India Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 169: India 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 170: India Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 171: India Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 172: India 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • SOUTH KOREA
    • TABLE 173: South Korea Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 174: South Korea Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 175: South Korea 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 176: South Korea Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 177: South Korea Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 178: South Korea 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 179: South Korea Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 180: South Korea Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 181: South Korea 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • REST OF ASIA-PACIFIC
    • TABLE 182: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 183: Rest of Asia-Pacific Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 184: Rest of Asia-Pacific 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 185: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 186: Rest of Asia-Pacific Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 187: Rest of Asia-Pacific 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 188: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 189: Rest of Asia-Pacific Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 190: Rest of Asia-Pacific 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • LATIN AMERICA
    • Autonomous Crop Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2024 (E)
    • TABLE 191: Latin America Recent Past, Current & Future Analysis for Autonomous Crop Management by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 192: Latin America Historic Review for Autonomous Crop Management by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 193: Latin America 16-Year Perspective for Autonomous Crop Management by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2014, 2024 & 2030
    • TABLE 194: Latin America Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 195: Latin America Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 196: Latin America 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 197: Latin America Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 198: Latin America Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 199: Latin America 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 200: Latin America Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 201: Latin America Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 202: Latin America 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • ARGENTINA
    • TABLE 203: Argentina Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 204: Argentina Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 205: Argentina 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 206: Argentina Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 207: Argentina Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 208: Argentina 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 209: Argentina Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 210: Argentina Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 211: Argentina 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • BRAZIL
    • TABLE 212: Brazil Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 213: Brazil Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 214: Brazil 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 215: Brazil Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 216: Brazil Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 217: Brazil 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 218: Brazil Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 219: Brazil Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 220: Brazil 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • MEXICO
    • TABLE 221: Mexico Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 222: Mexico Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 223: Mexico 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 224: Mexico Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 225: Mexico Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 226: Mexico 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 227: Mexico Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 228: Mexico Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 229: Mexico 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • REST OF LATIN AMERICA
    • TABLE 230: Rest of Latin America Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 231: Rest of Latin America Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 232: Rest of Latin America 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 233: Rest of Latin America Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 234: Rest of Latin America Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 235: Rest of Latin America 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 236: Rest of Latin America Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 237: Rest of Latin America Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 238: Rest of Latin America 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • MIDDLE EAST
    • Autonomous Crop Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2024 (E)
    • TABLE 239: Middle East Recent Past, Current & Future Analysis for Autonomous Crop Management by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 240: Middle East Historic Review for Autonomous Crop Management by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 241: Middle East 16-Year Perspective for Autonomous Crop Management by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2014, 2024 & 2030
    • TABLE 242: Middle East Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 243: Middle East Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 244: Middle East 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 245: Middle East Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 246: Middle East Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 247: Middle East 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 248: Middle East Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 249: Middle East Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 250: Middle East 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • IRAN
    • TABLE 251: Iran Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 252: Iran Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 253: Iran 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 254: Iran Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 255: Iran Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 256: Iran 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 257: Iran Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 258: Iran Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 259: Iran 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • ISRAEL
    • TABLE 260: Israel Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 261: Israel Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 262: Israel 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 263: Israel Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 264: Israel Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 265: Israel 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 266: Israel Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 267: Israel Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 268: Israel 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • SAUDI ARABIA
    • TABLE 269: Saudi Arabia Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 270: Saudi Arabia Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 271: Saudi Arabia 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 272: Saudi Arabia Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 273: Saudi Arabia Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 274: Saudi Arabia 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 275: Saudi Arabia Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 276: Saudi Arabia Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 277: Saudi Arabia 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • UNITED ARAB EMIRATES
    • TABLE 278: UAE Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 279: UAE Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 280: UAE 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 281: UAE Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 282: UAE Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 283: UAE 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 284: UAE Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 285: UAE Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 286: UAE 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • REST OF MIDDLE EAST
    • TABLE 287: Rest of Middle East Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 288: Rest of Middle East Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 289: Rest of Middle East 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 290: Rest of Middle East Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 291: Rest of Middle East Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 292: Rest of Middle East 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 293: Rest of Middle East Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 294: Rest of Middle East Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 295: Rest of Middle East 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030
  • AFRICA
    • Autonomous Crop Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2024 (E)
    • TABLE 296: Africa Recent Past, Current & Future Analysis for Autonomous Crop Management by Solution - Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 297: Africa Historic Review for Autonomous Crop Management by Solution - Software and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 298: Africa 16-Year Perspective for Autonomous Crop Management by Solution - Percentage Breakdown of Value Sales for Software and Services for the Years 2014, 2024 & 2030
    • TABLE 299: Africa Recent Past, Current & Future Analysis for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 300: Africa Historic Review for Autonomous Crop Management by Deployment - On-Premise Deployment and Cloud-based Deployment Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 301: Africa 16-Year Perspective for Autonomous Crop Management by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2014, 2024 & 2030
    • TABLE 302: Africa Recent Past, Current & Future Analysis for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 303: Africa Historic Review for Autonomous Crop Management by Application - Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 304: Africa 16-Year Perspective for Autonomous Crop Management by Application - Percentage Breakdown of Value Sales for Crop Tracking & Management Application, Irrigation Management Application, Weather Tracking & Forecasting Application, Labor & Resource Tracking Application and Other Applications for the Years 2014, 2024 & 2030

IV. COMPETITION