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Precision Agriculture

PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1533953

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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1533953

Crop Monitoring

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Table of Contents

Global Crop Monitoring Market to Reach US$7.9 Billion by 2030

The global market for Crop Monitoring estimated at US$3.2 Billion in the year 2023, is expected to reach US$7.9 Billion by 2030, growing at a CAGR of 13.7% over the analysis period 2023-2030. Hardware Component, one of the segments analyzed in the report, is expected to record a 12.8% CAGR and reach US$5.1 Billion by the end of the analysis period. Growth in the Software Component segment is estimated at 16.4% CAGR over the analysis period.

The U.S. Market is Estimated at US$876.4 Million While China is Forecast to Grow at 18.2% CAGR

The Crop Monitoring market in the U.S. is estimated at US$876.4 Million in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$1.7 Billion by the year 2030 trailing a CAGR of 18.2% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 10.5% and 12.0% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 10.9% CAGR.

Global Crop Monitoring Market - Key Trends and Drivers Summarized

Crop monitoring is a critical component of modern agriculture, enabling farmers to track the health and development of their crops in real-time. This practice involves the use of various technologies such as satellite imagery, drones, and ground-based sensors to collect comprehensive data on crop conditions, soil health, and weather patterns. By analyzing this data, farmers can make informed decisions about irrigation, fertilization, pest control, and harvest timing. The implementation of crop monitoring systems helps optimize resource use, reduce waste, and increase crop yields. Additionally, these systems can detect early signs of disease or pest infestations, allowing for timely interventions that can prevent significant damage and loss. For instance, a drone equipped with multispectral cameras can fly over a field, capturing images that reveal stress levels in plants that are invisible to the naked eye. This enables farmers to address issues before they escalate, ensuring healthier crops and better yields.

Technological advancements have significantly enhanced the capabilities of crop monitoring. Satellite and drone technologies provide high-resolution images that can reveal detailed information about crop health, such as plant density, chlorophyll levels, and moisture content. Ground-based sensors offer precise measurements of soil moisture, temperature, and nutrient levels. For example, soil moisture sensors can provide continuous data on the water content in the soil, helping farmers optimize irrigation schedules to avoid over- or under-watering, which can affect crop growth and yield. Moreover, the integration of artificial intelligence (AI) and machine learning algorithms allows for sophisticated analysis of this data, providing predictive insights and actionable recommendations. These algorithms can process vast amounts of data quickly and identify patterns that human analysis might miss, such as predicting pest outbreaks based on weather conditions and crop data. Farmers can access this information through user-friendly platforms that deliver real-time updates and alerts, making it easier to manage large-scale operations efficiently. The adoption of these technologies has revolutionized traditional farming practices, making them more precise, efficient, and data-driven, ultimately leading to better crop management and higher productivity.

The growth in the crop monitoring market is driven by several factors, including the increasing global demand for food and the need to enhance agricultural productivity. As the world population continues to grow, there is heightened pressure on the agricultural sector to produce more food with limited resources. Technological advancements in remote sensing and data analytics have made crop monitoring tools more accessible and affordable, encouraging widespread adoption among farmers. For instance, improvements in drone technology and satellite imaging have reduced costs, making it feasible for even small and medium-sized farms to implement these systems. Additionally, government initiatives and subsidies aimed at promoting sustainable farming practices have spurred investment in advanced agricultural technologies. Programs that offer financial incentives for adopting precision farming techniques are helping farmers transition to more efficient and environmentally friendly practices. The rising awareness of environmental sustainability and the need to reduce the carbon footprint of farming activities have also contributed to the market’s growth. Farmers are increasingly adopting precision agriculture techniques to optimize inputs such as water, fertilizers, and pesticides, reducing waste and minimizing environmental impact. Furthermore, the integration of the Internet of Things (IoT) in agriculture has facilitated the development of interconnected devices that enhance the efficiency and accuracy of crop monitoring. IoT devices, such as smart sensors and automated irrigation systems, provide continuous real-time data and can be remotely controlled, improving overall farm management. This interconnected ecosystem creates new opportunities for market expansion, as it allows for more precise and efficient farming practices, ultimately leading to increased crop yields and sustainability.

Select Competitors (Total 86 Featured) -

  • A.A.A Taranis Visual Ltd.
  • AGCO Corporation
  • AgJunction LLC
  • Agremo Ltd.
  • Climate LLC
  • CropX Ltd.
  • Deere & Company
  • EOS Data Analytics, Inc.
  • Libelium Comunicaciones Distribuidas SL
  • Raven Industries, Inc.
  • Topcon Corporation
  • Trimble Inc.
  • Yara International ASA
  • Yara North America, Inc.;
Show more
Product Code: MCP27167

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Global Economic Update
    • Crop Monitoring - 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
    • Increasing Global Food Demand Propels Market Growth
    • Technological Advancements in Remote Sensing and Data Analytics Drive Adoption
    • Integration of IoT in Agriculture Expands Addressable Market Opportunity
    • Government Initiatives and Subsidies for Sustainable Farming Strengthen Business Case for Crop Monitoring
    • Declining Costs of Drone and Satellite Technology Propel Market Growth
    • Advances in AI and Machine Learning Enhance Predictive Capabilities and Drive Adoption
    • Growing Need for Efficient Resource Management Expands Market Opportunities
    • Shift Towards Data-Driven Farming Practices Spurs Growth
    • Expanding Agricultural Activities in Emerging Markets Throw Spotlight on Crop Monitoring Solutions
    • Increased Focus on Yield Optimization and Crop Quality Sustains Market Growth
    • Expansion of Smart Farming Techniques Generates New Opportunities for Market Growth
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Crop Monitoring Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Crop Monitoring by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Crop Monitoring by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 4: World 16-Year Perspective for Crop Monitoring 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 Hardware Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Hardware Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 7: World 16-Year Perspective for Hardware Component 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 Software Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 9: World Historic Review for Software Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 10: World 16-Year Perspective for Software Component 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 Services Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 12: World Historic Review for Services Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 13: World 16-Year Perspective for Services Component 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 Crop Scouting & Monitoring 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$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 15: World Historic Review for Crop Scouting & Monitoring 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$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 16: World 16-Year Perspective for Crop Scouting & Monitoring 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 17: World Recent Past, Current & Future Analysis for Field Mapping 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$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 18: World Historic Review for Field Mapping 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$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 19: World 16-Year Perspective for Field Mapping 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 Soil Monitoring 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$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 21: World Historic Review for Soil Monitoring 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$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 22: World 16-Year Perspective for Soil Monitoring 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$ Million 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$ Million 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 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$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 27: 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$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 28: 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
    • TABLE 29: World Recent Past, Current & Future Analysis for Sensing & Imagery Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 30: World Historic Review for Sensing & Imagery Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 31: World 16-Year Perspective for Sensing & Imagery Technology 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 32: World Recent Past, Current & Future Analysis for Variable Rate Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 33: World Historic Review for Variable Rate Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 34: World 16-Year Perspective for Variable Rate Technology 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 35: World Recent Past, Current & Future Analysis for Automation & Robotics Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 36: World Historic Review for Automation & Robotics Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 37: World 16-Year Perspective for Automation & Robotics Technology 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 38: World Recent Past, Current & Future Analysis for Small Farms by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 39: World Historic Review for Small Farms by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 40: World 16-Year Perspective for Small Farms 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 41: World Recent Past, Current & Future Analysis for Medium Farms by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 42: World Historic Review for Medium Farms by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 43: World 16-Year Perspective for Medium Farms 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 44: World Recent Past, Current & Future Analysis for Large Farms by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 45: World Historic Review for Large Farms by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 46: World 16-Year Perspective for Large Farms 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
    • Crop Monitoring Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 47: USA Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 48: USA Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 49: USA 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 50: USA Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 51: USA Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 52: USA 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 53: USA Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 54: USA Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 55: USA 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 56: USA Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 57: USA Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 58: USA 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • CANADA
    • TABLE 59: Canada Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 60: Canada Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 61: Canada 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 62: Canada Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 63: Canada Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 64: Canada 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 65: Canada Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 66: Canada Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 67: Canada 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 68: Canada Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 69: Canada Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 70: Canada 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • JAPAN
    • Crop Monitoring Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 71: Japan Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 72: Japan Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 73: Japan 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 74: Japan Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 75: Japan Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 76: Japan 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 77: Japan Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 78: Japan Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 79: Japan 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 80: Japan Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 81: Japan Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 82: Japan 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • CHINA
    • Crop Monitoring Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 83: China Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 84: China Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 85: China 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 86: China Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 87: China Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 88: China 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 89: China Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 90: China Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 91: China 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 92: China Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 93: China Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 94: China 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • EUROPE
    • Crop Monitoring Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 95: Europe Recent Past, Current & Future Analysis for Crop Monitoring by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 96: Europe Historic Review for Crop Monitoring by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 97: Europe 16-Year Perspective for Crop Monitoring 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 98: Europe Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 99: Europe Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 100: Europe 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 101: Europe Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 102: Europe Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 103: Europe 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 104: Europe Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 105: Europe Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 106: Europe 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 107: Europe Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 108: Europe Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 109: Europe 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • FRANCE
    • Crop Monitoring Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 110: France Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 111: France Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 112: France 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 113: France Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 114: France Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 115: France 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 116: France Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 117: France Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 118: France 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 119: France Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 120: France Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 121: France 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • GERMANY
    • Crop Monitoring Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 122: Germany Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 123: Germany Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 124: Germany 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 125: Germany Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 126: Germany Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 127: Germany 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 128: Germany Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 129: Germany Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 130: Germany 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 131: Germany Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 132: Germany Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 133: Germany 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • ITALY
    • TABLE 134: Italy Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 135: Italy Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 136: Italy 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 137: Italy Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 138: Italy Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 139: Italy 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 140: Italy Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 141: Italy Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 142: Italy 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 143: Italy Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 144: Italy Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 145: Italy 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • UNITED KINGDOM
    • Crop Monitoring Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 146: UK Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 147: UK Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 148: UK 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 149: UK Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 150: UK Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 151: UK 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 152: UK Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 153: UK Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 154: UK 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 155: UK Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 156: UK Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 157: UK 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • SPAIN
    • TABLE 158: Spain Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 159: Spain Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 160: Spain 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 161: Spain Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 162: Spain Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 163: Spain 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 164: Spain Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 165: Spain Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 166: Spain 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 167: Spain Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 168: Spain Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 169: Spain 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • RUSSIA
    • TABLE 170: Russia Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 171: Russia Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 172: Russia 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 173: Russia Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 174: Russia Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 175: Russia 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 176: Russia Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 177: Russia Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 178: Russia 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 179: Russia Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 180: Russia Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 181: Russia 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • REST OF EUROPE
    • TABLE 182: Rest of Europe Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 183: Rest of Europe Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 184: Rest of Europe 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 185: Rest of Europe Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 186: Rest of Europe Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 187: Rest of Europe 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 188: Rest of Europe Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 189: Rest of Europe Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 190: Rest of Europe 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 191: Rest of Europe Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 192: Rest of Europe Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 193: Rest of Europe 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • ASIA-PACIFIC
    • Crop Monitoring Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 194: Asia-Pacific Recent Past, Current & Future Analysis for Crop Monitoring by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 195: Asia-Pacific Historic Review for Crop Monitoring by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 196: Asia-Pacific 16-Year Perspective for Crop Monitoring 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 197: Asia-Pacific Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 198: Asia-Pacific Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 199: Asia-Pacific 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 200: Asia-Pacific Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 201: Asia-Pacific Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 202: Asia-Pacific 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 203: Asia-Pacific Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 204: Asia-Pacific Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 205: Asia-Pacific 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 206: Asia-Pacific Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 207: Asia-Pacific Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 208: Asia-Pacific 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • AUSTRALIA
    • Crop Monitoring Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2024 (E)
    • TABLE 209: Australia Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 210: Australia Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 211: Australia 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 212: Australia Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 213: Australia Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 214: Australia 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 215: Australia Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 216: Australia Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 217: Australia 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 218: Australia Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 219: Australia Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 220: Australia 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • INDIA
    • Crop Monitoring Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2024 (E)
    • TABLE 221: India Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 222: India Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 223: India 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 224: India Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 225: India Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 226: India 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 227: India Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 228: India Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 229: India 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 230: India Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 231: India Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 232: India 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • SOUTH KOREA
    • TABLE 233: South Korea Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 234: South Korea Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 235: South Korea 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 236: South Korea Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 237: South Korea Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 238: South Korea 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 239: South Korea Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 240: South Korea Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 241: South Korea 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 242: South Korea Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 243: South Korea Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 244: South Korea 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • REST OF ASIA-PACIFIC
    • TABLE 245: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 246: Rest of Asia-Pacific Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 247: Rest of Asia-Pacific 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 248: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 249: Rest of Asia-Pacific Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 250: Rest of Asia-Pacific 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 251: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 252: Rest of Asia-Pacific Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 253: Rest of Asia-Pacific 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 254: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 255: Rest of Asia-Pacific Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 256: Rest of Asia-Pacific 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • LATIN AMERICA
    • Crop Monitoring Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2024 (E)
    • TABLE 257: Latin America Recent Past, Current & Future Analysis for Crop Monitoring by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 258: Latin America Historic Review for Crop Monitoring by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 259: Latin America 16-Year Perspective for Crop Monitoring by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2014, 2024 & 2030
    • TABLE 260: Latin America Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 261: Latin America Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 262: Latin America 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 263: Latin America Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 264: Latin America Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 265: Latin America 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 266: Latin America Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 267: Latin America Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 268: Latin America 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 269: Latin America Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 270: Latin America Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 271: Latin America 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • ARGENTINA
    • TABLE 272: Argentina Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 273: Argentina Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 274: Argentina 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 275: Argentina Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 276: Argentina Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 277: Argentina 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 278: Argentina Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 279: Argentina Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 280: Argentina 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 281: Argentina Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 282: Argentina Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 283: Argentina 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • BRAZIL
    • TABLE 284: Brazil Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 285: Brazil Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 286: Brazil 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 287: Brazil Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 288: Brazil Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 289: Brazil 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 290: Brazil Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 291: Brazil Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 292: Brazil 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 293: Brazil Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 294: Brazil Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 295: Brazil 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • MEXICO
    • TABLE 296: Mexico Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 297: Mexico Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 298: Mexico 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 299: Mexico Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 300: Mexico Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 301: Mexico 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 302: Mexico Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 303: Mexico Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 304: Mexico 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 305: Mexico Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 306: Mexico Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 307: Mexico 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • REST OF LATIN AMERICA
    • TABLE 308: Rest of Latin America Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 309: Rest of Latin America Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 310: Rest of Latin America 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 311: Rest of Latin America Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 312: Rest of Latin America Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 313: Rest of Latin America 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 314: Rest of Latin America Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 315: Rest of Latin America Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 316: Rest of Latin America 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 317: Rest of Latin America Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 318: Rest of Latin America Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 319: Rest of Latin America 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • MIDDLE EAST
    • Crop Monitoring Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2024 (E)
    • TABLE 320: Middle East Recent Past, Current & Future Analysis for Crop Monitoring by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 321: Middle East Historic Review for Crop Monitoring by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 322: Middle East 16-Year Perspective for Crop Monitoring 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 323: Middle East Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 324: Middle East Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 325: Middle East 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 326: Middle East Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 327: Middle East Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 328: Middle East 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 329: Middle East Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 330: Middle East Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 331: Middle East 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 332: Middle East Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 333: Middle East Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 334: Middle East 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • IRAN
    • TABLE 335: Iran Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 336: Iran Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 337: Iran 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 338: Iran Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 339: Iran Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 340: Iran 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 341: Iran Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 342: Iran Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 343: Iran 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 344: Iran Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 345: Iran Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 346: Iran 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • ISRAEL
    • TABLE 347: Israel Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 348: Israel Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 349: Israel 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 350: Israel Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 351: Israel Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 352: Israel 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 353: Israel Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 354: Israel Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 355: Israel 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 356: Israel Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 357: Israel Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 358: Israel 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • SAUDI ARABIA
    • TABLE 359: Saudi Arabia Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 360: Saudi Arabia Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 361: Saudi Arabia 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 362: Saudi Arabia Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 363: Saudi Arabia Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 364: Saudi Arabia 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 365: Saudi Arabia Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 366: Saudi Arabia Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 367: Saudi Arabia 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 368: Saudi Arabia Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 369: Saudi Arabia Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 370: Saudi Arabia 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • UNITED ARAB EMIRATES
    • TABLE 371: UAE Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 372: UAE Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 373: UAE 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 374: UAE Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 375: UAE Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 376: UAE 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 377: UAE Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 378: UAE Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 379: UAE 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 380: UAE Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 381: UAE Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 382: UAE 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • REST OF MIDDLE EAST
    • TABLE 383: Rest of Middle East Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 384: Rest of Middle East Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 385: Rest of Middle East 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 386: Rest of Middle East Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 387: Rest of Middle East Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 388: Rest of Middle East 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 389: Rest of Middle East Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 390: Rest of Middle East Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 391: Rest of Middle East 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 392: Rest of Middle East Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 393: Rest of Middle East Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 394: Rest of Middle East 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030
  • AFRICA
    • Crop Monitoring Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2024 (E)
    • TABLE 395: Africa Recent Past, Current & Future Analysis for Crop Monitoring by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 396: Africa Historic Review for Crop Monitoring by Component - Hardware Component, Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 397: Africa 16-Year Perspective for Crop Monitoring by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2014, 2024 & 2030
    • TABLE 398: Africa Recent Past, Current & Future Analysis for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 399: Africa Historic Review for Crop Monitoring by Application - Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 400: Africa 16-Year Perspective for Crop Monitoring by Application - Percentage Breakdown of Value Sales for Crop Scouting & Monitoring Application, Field Mapping Application, Soil Monitoring Application, Weather Tracking & Forecasting Application and Other Applications for the Years 2014, 2024 & 2030
    • TABLE 401: Africa Recent Past, Current & Future Analysis for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 402: Africa Historic Review for Crop Monitoring by Technology - Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 403: Africa 16-Year Perspective for Crop Monitoring by Technology - Percentage Breakdown of Value Sales for Sensing & Imagery Technology, Variable Rate Technology and Automation & Robotics Technology for the Years 2014, 2024 & 2030
    • TABLE 404: Africa Recent Past, Current & Future Analysis for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 405: Africa Historic Review for Crop Monitoring by Farm Type - Small Farms, Medium Farms and Large Farms Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 406: Africa 16-Year Perspective for Crop Monitoring by Farm Type - Percentage Breakdown of Value Sales for Small Farms, Medium Farms and Large Farms for the Years 2014, 2024 & 2030

IV. COMPETITION

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