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Global Precision Farming Market Size, Share & Industry Trends Analysis Report By Technology (Guidance Technology, Remote Sensing Technology), By Offering, By Application, By Regional Outlook and Forecast, 2021 - 2027

Published Date : 30-Apr-2022

Pages: 343

Formats: PDF

COVID-19 Impact on the Precision Farming Market

The Global Precision Farming Market size is expected to reach $11.1 billion by 2027, rising at a market growth of 7.0% CAGR during the forecast period.

Precision farming is a modern approach to farm and agriculture management that employs information technology to ensure that crops and soil get exactly what they need to thrive and produce at their best. In addition, Precision farming aims to assure profitability, long-term viability, and environmental protection. Satellite agriculture, as-needed farming, precision farming, and site-specific crop management are all terms used to describe the precision farming industry.

Precision farming necessitates the use of specialized equipment, software, and information technology. The method entails retrieving real-time data on the crop, soil, and ambient air conditions, as well as other pertinent data such as hyper-local weather forecasts, labor prices, and equipment availability. The data is used by the predictive analytics software to give farmers advice on crop rotation, planting timings, harvesting periods, and soil management. Moreover, sensors in the field monitor the moisture content and temperature of the soil as well as the surrounding air. Farmers can see individual plants in real-time due to satellites and unmanned drones. Information from those photos can be processed and combined with sensors and other data to provide recommendations for immediate and future decisions, such as when and where to irrigate specific fields and when or where to sow a specific crop.

Precision agricultural software is farm management software that employs information technology to ensure that the soil, as well as the crop, receives the optimal amount of nutrients required to maximize production and hence increase crop yield. This method allows the user to get real-time information regarding plant health, soil requirements, weather forecasts, and labor costs associated with completing a certain task in the field. Several sensors in the field like satellites and robotic drones offer data and photos that enable farmers to make quick decisions on fertilizers, water, and crop protection agents that the crop requires to function normally.

Accelerated implementation of new-age technology in precision farming to decrease labor costs, greater adoption of Internet of Things (IoT) devices in agricultural fields, substantial cost savings associated with precision farming, climate change, and the requirement to fulfill increasing food demand, and greater promotion of precision farming techniques by governments worldwide are some of the growth catalysts for the precision farming market.

Precision Farming Market Size - Global Opportunities and Trends Analysis Report 2017-2027

COVID-19 Impact Analysis

Manufacturing facilities and corporate offices of the major companies in this market are located throughout Asia Pacific, Europe, the Americas, and the Rest of the World. These companies' precision agricultural goods are acquired by a variety of stakeholders for a variety of purposes. COVID-19 had an impact on not just the operations of precision farming manufacturers, but also the operations of their suppliers and distributors. In the medium term, the drop in export shipments and slow domestic demand for precision farming, compared to pre-COVID-19 levels, is projected to have a negative impact on and slightly stagnant demand for precision farming. During the first half of 2020, the major players in this sector have seen the impact of the pandemic on their order intakes.

Market driving Factors:

Global Warming is set to fuel the market growth

Global warming has drastically altered climatic conditions around the globe. In addition, the climate is a significant factor that has a significant impact on agriculture. Global warming has significantly altered the environment around the world in recent decades, which has had a negative impact on traditional farmers and farming operations. This is where smart farming comes in since it aids in the management of changing climatic circumstances that could devastate crops or limit farmer production. Moreover, crop health monitoring, harvesting management, field mapping, and other farm management software functions assist farmers to boost their output and optimize their fields for maximum profitability. Since global warming has drastically altered the climate, traditional farming methods are no longer as productive as they once were. Droughts, floods, and other natural disasters that destroy agricultural output have become more common as a result of global climate change.

Increasing implementation of smartphones in agriculture

As the popularity of smartphones grows, so does the demand for smartphone integration in precision farming. In addition, advanced applications for all smartphones have been developed by companies. With the help of smartphone integration, farmers may watch the field from any location, and the data is stored in the cloud as a backup. Moreover, smartphones meet the needs of farmers because they offer connectivity via Bluetooth, USB, and Wi-Fi. As a result, the rapid usage of smartphones would help the market to flourish. Improvements in farming infrastructure are made possible by technological advancements.

Marketing Restraining Factor:

The massive cost of Precision agricultural equipment and lack of regulations

The high prices associated with precision farming equipment act as the major barriers to market growth. In addition, precision farming technology and equipment, such as smart sensors, drones, VRT, GPS, GNSS, guidance tools, and receivers, are extremely efficient but costly. Additionally, precision agricultural equipment requires competent staff to set up and operate. As a result, in developing nations like India, China, and Brazil, where agricultural resources are limited, farmers choose traditional farming over new technology-based farming due to the high investment requirements. Precision irrigation technology necessitates the purchase of some equipment as well as some basic technical expertise in order to fully utilize its capabilities.

Precision Farming Market Share and Industry Analysis Report 2020

Technology Outlook

Based on Technology, the market is segmented into Guidance Technology, Remote Sensing Technology, Variable Rate Technology. The Variable Rate Application segment garnered a significant revenue share of the Precision Farming Market in 2020. This is because VRT is widely used in precision farming due to its numerous advantages. VRT provides for variable input application rates across fields, allowing for site-specific field variability management. Variable-rate technology (VRT) enables farmers to control the number of inputs they apply in a single region by allowing them to apply them at different rates. A computer, software, a controller, and a differential global positioning system are all essential components of the VRT technology-based instrument (DGPS). VRT can be utilized independently or in conjunction with GPS/GNSS.

Offering Outlook

Based on Offering, the market is segmented into Hardware (Automation & Control Systems and Sensing & Monitoring Devices), Software (Local/Web-based and Cloud-based), and Services. In 2020, the Hardware segment acquired the highest revenue share of the Precision Farming Market. This is due to their widespread use in precision farming, automation and control systems like GPS receivers, guidance and steering devices, and variable-rate technology (VRT) devices. Automation and control systems, as well as monitoring and sensing equipment, fall under the hardware segment. The significant use of automation and control devices in the agriculture business, such as drones/UAVs, GPS/GNSS, guidance and steering systems, irrigation controllers, yield monitors, and sensors, can be attributed to the growth of this segment. Moreover, hardware components including automation and control systems, sensing devices, and drones are critical in assisting farmers.

Application Outlook

Based on Application, the market is segmented into Yield Monitoring, Field Mapping, Weather Tracking & Forecasting, Variable Rate Application, Crop Scouting, Inventory Management, Farm Labour Management, Financial Management and Others. In 2020, the Yield Monitoring segment acquired the biggest revenue share of the Precision Farming Market. This is because it assists farmers in making field decisions. On-farm yield monitoring and off-farm yield monitoring are two different types of yield monitoring. Farmers can get real-time information during harvest and construct a historical-geographical database by using on-farm yield monitoring. The advantages of climate service initiatives, which help farmers to better deal with climate-related calamities and improve food security and agricultural decision-making, can be credited to the market's expansion.

Precision Farming Market Report Coverage
Report Attribute Details
Market size value in 2020 USD 7.2 Billion
Market size forecast in 2027 USD 11.1 Billion
Base Year 2020
Historical Period 2017 to 2019
Forecast Period 2021 to 2027
Revenue Growth Rate CAGR of 7% from 2021 to 2027
Number of Pages 343
Number of Tables 573
Report coverage Market Trends, Revenue Estimation and Forecast, Segmentation Analysis, Regional and Country Breakdown, Competitive Landscape, Companies Strategic Developments, Company Profiling
Segments covered Technology, Offering, Application, Region
Country scope US, Canada, Mexico, Germany, UK, France, Russia, Spain, Italy, China, Japan, India, South Korea, Singapore, Malaysia, Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria
Growth Drivers
  • Global Warming is set to fuel the market growth
  • Increasing implementation of smartphones in agriculture
Restraints
  • The massive cost of Precision agricultural equipment and lack of regulations

Regional Outlook

Based on Regions, the market is segmented into North America, Europe, Asia Pacific, and Latin America, Middle East & Africa. In 2020, North America emerged as the leading region in overall Precision Farming Market by procuring the largest revenue share. The massive revenue of the regional market can be attributed to the huge shift in the agriculture industry across the country, the United States is likely to lead the precision farming software market in the American area. Certain variables, such as growing digitalization and automation, IoT deployment, the proliferation of linked devices, and others, are making their way into advanced and sustainable farming and agriculture.

Free Valuable Insights: Global Precision Farming Market size to reach USD 11.1 Billion by 2027

KBV Cardinal Matrix - Precision Farming Market Competition Analysis

Precision Farming Market - Competitive Landscape and Trends by Forecast 2027

The major strategies followed by the market participants are Partnership. Based on the Analysis presented in the Cardinal matrix; Deere & Company is the forerunners in the Precision Farming Market. Companies such as Hexagon AB, CNH Industrial, AGCO Corporation are some of the key innovators in the Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Trimble, Inc., CNH Industrial N.V., AgEagle Aerial Systems, Inc., Topcon Corporation (Topcon Positioning Systems, Inc.), Hexagon AB (Hexagon Agriculture), CropX, Inc., CropIn Technology Solutions Private Limited, Telus International, Inc., Deere & Company, and AGCO Corporation.

Recent Strategies Deployed in Precision Farming Market

» Partnerships, Collaborations and Agreements:

  • Feb-2022: TELUS Agriculture, a division of world-leading communications technology company TELUS, partnered with Solace, the leading enabler of event-driven architecture for real-time enterprises. Through this partnership, TELUS Agriculture preferred Solace PubSub+ Platform to become the data distribution backbone of a new solution they are developing to connect, digitize and exchange real-time data across the agriculture, food and consumer goods value chains.
  • Jan-2022: Cropin formed a partnership with Heaven Sprout Foods, a distributor and exporter of plant-based solutions. Through this partnership, Cropin aimed to continue its efforts towards fuelling agri-businesses in the Latin American region while embracing and boosting digitization across their operations.
  • Dec-2021: John Deere teamed up with xarvio Digital Farming Solutions, a brand from BASF Digital Farming. Following the collaboration, the two companies aimed to assist European farmers in enhancing crop production. Together, the two companies would support farmer's move from complete field application rates to zone specific dosing, allowing them to move ahead in precision and input optimization. This would assist farmers to improve the utilization of their sprayers.
  • Oct-2021: Topcon Corporation along with its subsidiary Topcon Positioning Systems, formed a research collaboration with Kubota Corporation, a Japanese multinational corporation based in Osaka. The collaboration woudl focus on the domain of smart agriculture. Moreover, the entities would focus on the innovation for future commercialization through collaborative research in the domain of smart agriculture, leveraging the technologies and know-how developed by each company.
  • Sep-2021: CropIn came into a partnership with Mucheki Consulting, a trusted provider of custom-designed, end-to-end enterprise resource planning solutions to businesses in South Africa and across the African continent. This partnership would bring digitization to the African agricultural ecosystem. Following the acquisition, the two companies aimed to bolster CropIn’s presence in Africa and allow the development of a digital ecosystem in the country. Under this partnership, agri stakeholders would obtain beneficial real-time insights to take informed decisions that would bring about consistency, dependability, sustainability, higher crop yield, and boosting the financial stability of the farmers.
  • Sep-2021: CNH Industrial teamed up with 5G Open Innovation Lab, a global applied innovation ecosystem for corporations, academia and government institutions working on designing 5G technologies. This partnership would further bolster the vision of CNH Industrial to improve precision farming offerings through the development of new connected digital technologies that enable its customers to discover the true potential of their farms.
  • Aug-2021: CropIn entered into a partnership with True Digital Solutions, a vendor of one-stop solutions for all your Digital & IT Telecom needs. Following the partnership, the two companies aimed to facilitate the digital transformation of the agriculture ecosystem in Southeast Asia.
  • Jul-2021: CropIn came into a partnership with Unyiha Associates, a food processing company headquartered in Tanzania. The partnership would allow the digital transformation of the agricultural ecosystem in Tanzania and East
  • May-2021: CropIn partnered with BETA Computers, the Nigerian-based IT solution provider. This partnership aimed to expand the CropIn’s presence in the African continent to assist farmers to completely take the advantage of their yields. Moreover, the partnership would offer access to cutting-edge IT solutions and smart farming solutions in the Nigerian and the West African market for agribusinesses to enhance their business potentials.
  • Apr-2021: CropIn formed a partnership with Enterprise Business Info Systems (EBIS), the Nigerian-based solution provider. The partnership would focus on enhancing CropIn’s technological capabilities in the African continent. The partnership would also offer streamlined access to several local businesses in the Nigerian and the African market overall.
  • Apr-2021: Trimble formed a partnership with HORSCH, one of the world’s leading manufacturers of modern agricultural technology. Through this partnership, the two comapnies would work towards creating innovative solutions, including autonomous machines and workflows.
  • Mar-2021: CropX partnered with rieggo, Grupo Rotoplas' new company dedicated to offering smart water services to farming operations in Mexico. Following the partnership, the two companies aimed to assist Mexican agribusinesses to decrease water consumption and enhance crop yields. In addition, this partnership would further work towards the water conservation and soil health.
  • Mar-2021: John Deere formed a partnership with Solorrow, German agri-tech start-up company Solorrow. This partnership would enable the streamlined communication between its variable rate application maps and the John Deere Operations Center.
  • Aug-2020: CropIn partnered with Agrizon, the US-based Agri FoodTech Solution. This partnership would facilitate the effective deployment of CropIn’s solutions in the Latin American region.
  • Aug-2020: CropIn entered into a partnership with Eco BCG, the US-based Engineering Tech Solution Provider. The partnership would further improve the technological capabilities in ensuring effective deployment of CropIn’s solutions in the Latin American geographies. Moreover, the partnership would facilitate access to smart farming solutions to a wide range of local agribusinesses in the Latin American market and expedite their business productivity.

» Product Launches and Product Expansions:

  • Feb-2022: TOPCON introduced the Inbound tracker to its precision feeding lineup. With Inbound Tracker, Topcon Position Group would enhance producers’ ability to monitor, track, and export feed deliveries.
  • Nov-2021: Trimble released enhancements in its Trimble CenterPoint RTX correction service. Through these enhancements, the company would provide farmers the dual advantage, the ease of usage of the satellite-delivered corrections, and RTK horizontal performance in less time.
  • Jun-2021: Hexagon's Agriculture division introduced HxGN AgrOn Ti10, a new generation of displays. The new product features a 10.1-inch high-definition (HD) screen, robust processors, and more features, the onboard controller adds even more innovation to the field. Moreover, Ti10 is developed for the upcoming technologies, which are feasible from the resources of these high-performance devices.
  • Nov-2020: TELUS rolled out TELUS Agriculture. Telus Agriculture would enhance the food value chain by harnessing data to drive up efficiency, production and yields, offering better food outcomes for businesses and the end-consumer. Moreover, TELUS Agriculture would make a substantial contribution to this fast-rising portfolio, boosting strong financial and operating performance as well as material shareholder value creation.
  • Jul-2020: Hexagon's Agriculture division launched HxGN AgrOn ISOBUS Display, a new solution that would bring this international protocol through embedded technology closer to the agricultural and forestry sectors, and machinery manufacturers. The product aims to set up streamlined communication standards between displays, tractors and implements, simlifying the information exchange, irrespective of the machinery brands.

» Acquisitions and Mergers:

  • Dec-2021: Deere & Co. took over AgriSync, the customer service platform for agriculture business and equipment dealers. Through this acquisition, AgriSync would expanding ExpertConnect, the Deere-branded version of its ticketing and remote support service.
  • Dec-2021: CNH Industrial took over Raven Industries, an American company that manufactures precision agriculture products, high-altitude balloons, plastic film and sheeting, and radar systems. This acquisition aimed to strengthen the company's vision to improve its precision farming offerings and align with its digital transformation strategy. Moreover, this partnership would integrate Raven’s technologies with CNH Industrial’s robust and new product portfolio that would offer its customers with innovative, connected technologies, enabling them to be more productive and efficient than before.
  • Dec-2021: CNH Industrial completed the acquisition of NX9, a software suite specialized in offering ISOBUS core technologies and applications for agricultural equipment. This acquisition would enhance the company's in-house digital agriculture competencies that enrich product, brand, distribution and supply chain strength. Moreover, it would seamlessly integrate ISOBUS capabilities across the electrical vehicle architecture of CNH Industrial’s core agriculture product offerings, predominantly tractors and implements. This would enable the streamlined connection and command and control, including for mixed fleets; expedite in-development projects; and bring in-machine solutions to market faster.
  • Dec-2021: AGCO took over Appareo Systems, a leader in software engineering, hardware development and electronic manufacturing. This acquisition would improve the company's offerings and talent as it implements its strategy to offer next-generation technology solutions to farmers across the globe.
  • Dec-2021: Precision Planting, a subsidiary of AGCO Corporation, signed an agreement to acquire the business and assets of Creative Sites Media, a leading software and app development company in Bloomington. This agreement would further stregthen AGCO’s objective of being the trusted partner for industry-leading smart farming solutions and allowing precision agriculture.
  • Aug-2021: John Deere completed the acquisition of Bear Flag Robotics, an agriculture technology startup based in Silicon Valley. This acquisition would expedite the development and delivery of automation and autonomy on the farm and streghthen John Deere's long-term vision to develop intelligent machines with next-generation technology to support individual customer requirements.
  • Aug-2021: Precision Planting, a subsidiary of AGCO Corporation announced an agreement to acquire the business and assets of Headsight, Inc. (Headsight), a leading precision agriculture harvesting solution company. As Headsight provides an innovative set of capabilities which would be highly complementary to AGCO's objective of being the reliable partner for industry­ leading, smart farming solutions and allowing precision agriculture growth.
  • Aug-2021: CropX took over Dacom Farm Intelligence, a company that assists agribusiness to improve crop quality through advisory services, data-driven software, & sensor equipment. This acquisition would help CropX to expand its footprints in Europe.
  • Jul-2021: Rabobank took over Conservis, a company that combines different farm technologies into one streamlined interface to manage the business of farming. Following the acquisition, the two companies would leverage the joint expertise, experience, and global presence to further create the Conservis farm management platform, assisting resolve farmers’ data issues, support their decision-making, and develop sustainable, profitable opportunities with other contributors in the food value chain.
  • Sep-2020: CropX took over Regen, a cloud-based, precision effluent and irrigation decision support tool company based out of New Zealand. Following the acquisition, the company would enter into the New Zealand market. Moreover, the acquisition aimed to add effluent irrigation, a new service to CropX’s portfolio.
  • Jan-2020: CropX completed the acquisition of CropMetrics, a major vendor of cloud-based, precision-irrigation tools. This acquisition would integrate the expertise of CropX and CropMetrics that would assist the two companies to provide the most sophisticated in-soil data analytics, decision-support tools and data-driven irrigation prescriptions to growers around the globe.

Scope of the Study

Market Segments Covered in the Report:

By Technology

  • Guidance Technology
  • Remote Sensing Technology
  • Variable Rate Technology

By Offering

  • Hardware
    • Automation & Control Systems
    • Sensing & Monitoring Devices
  • Software
    • Local/Web-based
    • Cloud-based
  • Services

By Application

  • Yield Monitoring
  • Field Mapping
  • Weather Tracking & Forecasting
  • Variable Rate Application
  • Crop Scouting
  • Inventory Management
  • Farm Labor Management
  • Financial Management
  • Others

By Geography

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

Key Market Players

List of Companies Profiled in the Report:

  • Trimble, Inc.
  • CNH Industrial N.V.
  • AgEagle Aerial Systems, Inc.
  • Topcon Corporation (Topcon Positioning Systems, Inc.)
  • Hexagon AB (Hexagon Agriculture)
  • CropX, Inc.
  • CropIn Technology Solutions Private Limited
  • Telus International, Inc.
  • Deere & Company
  • AGCO Corporation
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global Precision Farming Market, by Technology
1.4.2 Global Precision Farming Market, by Offering
1.4.3 Global Precision Farming Market, by Application
1.4.4 Global Precision Farming Market, by Geography
1.5 Methodology for the research

Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global
3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
3.2.1 Partnerships, Collaborations and Agreements
3.2.2 Product Launches and Product Expansions
3.2.3 Acquisition and Mergers
3.3 Top Winning Strategies
3.3.1 Key Leading Strategies: Percentage Distribution (2017-2021)
3.3.2 Key Strategic Move: (Partnerships, Collaborations, and Agreements : 2018, May – 2022, Feb) Leading Players

Chapter 4. Global Precision Farming Market by Technology
4.1 Global Guidance Technology Market by Region
4.2 Global Remote Sensing Technology Market by Region
4.3 Global Variable Rate Technology Market by Region

Chapter 5. Global Precision Farming Market by Offering
5.1 Global Hardware Market by Region
5.2 Global Precision Farming Market by Hardware Type
5.2.1 Global Automation & Control Systems Market by Region
5.2.2 Global Sensing & Monitoring Devices Market by Region
5.3 Global Software Market by Region
5.4 Global Precision Farming Market by Software Type
5.4.1 Global Local/Web-based Market by Region
5.4.2 Global Cloud-based Market by Region
5.5 Global Services Market by Region

Chapter 6. Global Precision Farming Market by Application
6.1 Global Yield Monitoring Market by Region
6.2 Global Field Mapping Market by Region
6.3 Global Weather Tracking & Forecasting Market by Region
6.4 Global Variable Rate Application Market by Region
6.5 Global Crop Scouting Market by Region
6.6 Global Inventory Management Market by Region
6.7 Global Farm Labor Management Market by Region
6.8 Global Financial Management Market by Region
6.9 Global Others Market by Region

Chapter 7. Global Precision Farming Market by Region
7.1 North America Precision Farming Market
7.1.1 North America Precision Farming Market by Technology
7.1.1.1 North America Guidance Technology Market by Country
7.1.1.2 North America Remote Sensing Technology Market by Country
7.1.1.3 North America Variable Rate Technology Market by Country
7.1.2 North America Precision Farming Market by Offering
7.1.2.1 North America Hardware Market by Country
7.1.2.2 North America Precision Farming Market by Hardware Type
7.1.2.2.1 North America Automation & Control Systems Market by Country
7.1.2.2.2 North America Sensing & Monitoring Devices Market by Country
7.1.2.3 North America Software Market by Country
7.1.2.4 North America Precision Farming Market by Software Type
7.1.2.4.1 North America Local/Web-based Market by Country
7.1.2.4.2 North America Cloud-based Market by Country
7.1.2.5 North America Services Market by Country
7.1.3 North America Precision Farming Market by Application
7.1.3.1 North America Yield Monitoring Market by Country
7.1.3.2 North America Field Mapping Market by Country
7.1.3.3 North America Weather Tracking & Forecasting Market by Country
7.1.3.4 North America Variable Rate Application Market by Country
7.1.3.5 North America Crop Scouting Market by Country
7.1.3.6 North America Inventory Management Market by Country
7.1.3.7 North America Farm Labor Management Market by Country
7.1.3.8 North America Financial Management Market by Country
7.1.3.9 North America Others Market by Country
7.1.4 North America Precision Farming Market by Country
7.1.4.1 US Precision Farming Market
7.1.4.1.1 US Precision Farming Market by Technology
7.1.4.1.2 US Precision Farming Market by Offering
7.1.4.1.3 US Precision Farming Market by Application
7.1.4.2 Canada Precision Farming Market
7.1.4.2.1 Canada Precision Farming Market by Technology
7.1.4.2.2 Canada Precision Farming Market by Offering
7.1.4.2.3 Canada Precision Farming Market by Application
7.1.4.3 Mexico Precision Farming Market
7.1.4.3.1 Mexico Precision Farming Market by Technology
7.1.4.3.2 Mexico Precision Farming Market by Offering
7.1.4.3.3 Mexico Precision Farming Market by Application
7.1.4.4 Rest of North America Precision Farming Market
7.1.4.4.1 Rest of North America Precision Farming Market by Technology
7.1.4.4.2 Rest of North America Precision Farming Market by Offering
7.1.4.4.3 Rest of North America Precision Farming Market by Application
7.2 Europe Precision Farming Market
7.2.1 Europe Precision Farming Market by Technology
7.2.1.1 Europe Guidance Technology Market by Country
7.2.1.2 Europe Remote Sensing Technology Market by Country
7.2.1.3 Europe Variable Rate Technology Market by Country
7.2.2 Europe Precision Farming Market by Offering
7.2.2.1 Europe Hardware Market by Country
7.2.2.2 Europe Precision Farming Market by Hardware Type
7.2.2.2.1 Europe Automation & Control Systems Market by Country
7.2.2.2.2 Europe Sensing & Monitoring Devices Market by Country
7.2.2.3 Europe Software Market by Country
7.2.2.4 Europe Precision Farming Market by Software Type
7.2.2.4.1 Europe Local/Web-based Market by Country
7.2.2.4.2 Europe Cloud-based Market by Country
7.2.2.5 Europe Services Market by Country
7.2.3 Europe Precision Farming Market by Application
7.2.3.1 Europe Yield Monitoring Market by Country
7.2.3.2 Europe Field Mapping Market by Country
7.2.3.3 Europe Weather Tracking & Forecasting Market by Country
7.2.3.4 Europe Variable Rate Application Market by Country
7.2.3.5 Europe Crop Scouting Market by Country
7.2.3.6 Europe Inventory Management Market by Country
7.2.3.7 Europe Farm Labor Management Market by Country
7.2.3.8 Europe Financial Management Market by Country
7.2.3.9 Europe Others Market by Country
7.2.4 Europe Precision Farming Market by Country
7.2.4.1 Germany Precision Farming Market
7.2.4.1.1 Germany Precision Farming Market by Technology
7.2.4.1.2 Germany Precision Farming Market by Offering
7.2.4.1.3 Germany Precision Farming Market by Application
7.2.4.2 UK Precision Farming Market
7.2.4.2.1 UK Precision Farming Market by Technology
7.2.4.2.2 UK Precision Farming Market by Offering
7.2.4.2.3 UK Precision Farming Market by Application
7.2.4.3 France Precision Farming Market
7.2.4.3.1 France Precision Farming Market by Technology
7.2.4.3.2 France Precision Farming Market by Offering
7.2.4.3.3 France Precision Farming Market by Application
7.2.4.4 Russia Precision Farming Market
7.2.4.4.1 Russia Precision Farming Market by Technology
7.2.4.4.2 Russia Precision Farming Market by Offering
7.2.4.4.3 Russia Precision Farming Market by Application
7.2.4.5 Spain Precision Farming Market
7.2.4.5.1 Spain Precision Farming Market by Technology
7.2.4.5.2 Spain Precision Farming Market by Offering
7.2.4.5.3 Spain Precision Farming Market by Application
7.2.4.6 Italy Precision Farming Market
7.2.4.6.1 Italy Precision Farming Market by Technology
7.2.4.6.2 Italy Precision Farming Market by Offering
7.2.4.6.3 Italy Precision Farming Market by Application
7.2.4.7 Rest of Europe Precision Farming Market
7.2.4.7.1 Rest of Europe Precision Farming Market by Technology
7.2.4.7.2 Rest of Europe Precision Farming Market by Offering
7.2.4.7.3 Rest of Europe Precision Farming Market by Application
7.3 Asia Pacific Precision Farming Market
7.3.1 Asia Pacific Precision Farming Market by Technology
7.3.1.1 Asia Pacific Guidance Technology Market by Country
7.3.1.2 Asia Pacific Remote Sensing Technology Market by Country
7.3.1.3 Asia Pacific Variable Rate Technology Market by Country
7.3.2 Asia Pacific Precision Farming Market by Offering
7.3.2.1 Asia Pacific Hardware Market by Country
7.3.2.2 Asia Pacific Precision Farming Market by Hardware Type
7.3.2.2.1 Asia Pacific Automation & Control Systems Market by Country
7.3.2.2.2 Asia Pacific Sensing & Monitoring Devices Market by Country
7.3.2.3 Asia Pacific Software Market by Country
7.3.2.4 Asia Pacific Precision Farming Market by Software Type
7.3.2.4.1 Asia Pacific Local/Web-based Market by Country
7.3.2.4.2 Asia Pacific Cloud-based Market by Country
7.3.2.5 Asia Pacific Services Market by Country
7.3.3 Asia Pacific Precision Farming Market by Application
7.3.3.1 Asia Pacific Yield Monitoring Market by Country
7.3.3.2 Asia Pacific Field Mapping Market by Country
7.3.3.3 Asia Pacific Weather Tracking & Forecasting Market by Country
7.3.3.4 Asia Pacific Variable Rate Application Market by Country
7.3.3.5 Asia Pacific Crop Scouting Market by Country
7.3.3.6 Asia Pacific Inventory Management Market by Country
7.3.3.7 Asia Pacific Farm Labor Management Market by Country
7.3.3.8 Asia Pacific Financial Management Market by Country
7.3.3.9 Asia Pacific Others Market by Country
7.3.4 Asia Pacific Precision Farming Market by Country
7.3.4.1 China Precision Farming Market
7.3.4.1.1 China Precision Farming Market by Technology
7.3.4.1.2 China Precision Farming Market by Offering
7.3.4.1.3 China Precision Farming Market by Application
7.3.4.2 Japan Precision Farming Market
7.3.4.2.1 Japan Precision Farming Market by Technology
7.3.4.2.2 Japan Precision Farming Market by Offering
7.3.4.2.3 Japan Precision Farming Market by Application
7.3.4.3 India Precision Farming Market
7.3.4.3.1 India Precision Farming Market by Technology
7.3.4.3.2 India Precision Farming Market by Offering
7.3.4.3.3 India Precision Farming Market by Application
7.3.4.4 South Korea Precision Farming Market
7.3.4.4.1 South Korea Precision Farming Market by Technology
7.3.4.4.2 South Korea Precision Farming Market by Offering
7.3.4.4.3 South Korea Precision Farming Market by Application
7.3.4.5 Singapore Precision Farming Market
7.3.4.5.1 Singapore Precision Farming Market by Technology
7.3.4.5.2 Singapore Precision Farming Market by Offering
7.3.4.5.3 Singapore Precision Farming Market by Application
7.3.4.6 Malaysia Precision Farming Market
7.3.4.6.1 Malaysia Precision Farming Market by Technology
7.3.4.6.2 Malaysia Precision Farming Market by Offering
7.3.4.6.3 Malaysia Precision Farming Market by Application
7.3.4.7 Rest of Asia Pacific Precision Farming Market
7.3.4.7.1 Rest of Asia Pacific Precision Farming Market by Technology
7.3.4.7.2 Rest of Asia Pacific Precision Farming Market by Offering
7.3.4.7.3 Rest of Asia Pacific Precision Farming Market by Application
7.4 LAMEA Precision Farming Market
7.4.1 LAMEA Precision Farming Market by Technology
7.4.1.1 LAMEA Guidance Technology Market by Country
7.4.1.2 LAMEA Remote Sensing Technology Market by Country
7.4.1.3 LAMEA Variable Rate Technology Market by Country
7.4.2 LAMEA Precision Farming Market by Offering
7.4.2.1 LAMEA Hardware Market by Country
7.4.2.2 LAMEA Precision Farming Market by Hardware Type
7.4.2.2.1 LAMEA Automation & Control Systems Market by Country
7.4.2.2.2 LAMEA Sensing & Monitoring Devices Market by Country
7.4.2.3 LAMEA Software Market by Country
7.4.2.4 LAMEA Precision Farming Market by Software Type
7.4.2.4.1 LAMEA Local/Web-based Market by Country
7.4.2.4.2 LAMEA Cloud-based Market by Country
7.4.2.5 LAMEA Services Market by Country
7.4.3 LAMEA Precision Farming Market by Application
7.4.3.1 LAMEA Yield Monitoring Market by Country
7.4.3.2 LAMEA Field Mapping Market by Country
7.4.3.3 LAMEA Weather Tracking & Forecasting Market by Country
7.4.3.4 LAMEA Variable Rate Application Market by Country
7.4.3.5 LAMEA Crop Scouting Market by Country
7.4.3.6 LAMEA Inventory Management Market by Country
7.4.3.7 LAMEA Farm Labor Management Market by Country
7.4.3.8 LAMEA Financial Management Market by Country
7.4.3.9 LAMEA Others Market by Country
7.4.4 LAMEA Precision Farming Market by Country
7.4.4.1 Brazil Precision Farming Market
7.4.4.1.1 Brazil Precision Farming Market by Technology
7.4.4.1.2 Brazil Precision Farming Market by Offering
7.4.4.1.3 Brazil Precision Farming Market by Application
7.4.4.2 Argentina Precision Farming Market
7.4.4.2.1 Argentina Precision Farming Market by Technology
7.4.4.2.2 Argentina Precision Farming Market by Offering
7.4.4.2.3 Argentina Precision Farming Market by Application
7.4.4.3 UAE Precision Farming Market
7.4.4.3.1 UAE Precision Farming Market by Technology
7.4.4.3.2 UAE Precision Farming Market by Offering
7.4.4.3.3 UAE Precision Farming Market by Application
7.4.4.4 Saudi Arabia Precision Farming Market
7.4.4.4.1 Saudi Arabia Precision Farming Market by Technology
7.4.4.4.2 Saudi Arabia Precision Farming Market by Offering
7.4.4.4.3 Saudi Arabia Precision Farming Market by Application
7.4.4.5 South Africa Precision Farming Market
7.4.4.5.1 South Africa Precision Farming Market by Technology
7.4.4.5.2 South Africa Precision Farming Market by Offering
7.4.4.5.3 South Africa Precision Farming Market by Application
7.4.4.6 Nigeria Precision Farming Market
7.4.4.6.1 Nigeria Precision Farming Market by Technology
7.4.4.6.2 Nigeria Precision Farming Market by Offering
7.4.4.6.3 Nigeria Precision Farming Market by Application
7.4.4.7 Rest of LAMEA Precision Farming Market
7.4.4.7.1 Rest of LAMEA Precision Farming Market by Technology
7.4.4.7.2 Rest of LAMEA Precision Farming Market by Offering
7.4.4.7.3 Rest of LAMEA Precision Farming Market by Application

Chapter 8. Company Profiles
8.1 Hexagon AB (Hexagon Agriculture)
8.1.1 Company Overview
8.1.2 Financial Analysis
8.1.3 Regional & Segmental Analysis
8.1.4 Research & Development Expenses
8.1.5 Recent strategies and developments:
8.1.5.1 Partnerships, Collaborations, and Agreements:
8.1.5.2 Product Launches and Product Expansions:
8.2 AgEagle Aerial Systems, Inc.
8.2.1 Company Overview
8.2.2 Financial Analysis
8.2.3 Research & Development Expenses
8.2.4 Recent strategies and developments:
8.2.4.1 Acquisition and Mergers:
8.3 Topcon Corporation (Topcon Positioning Systems, Inc.)
8.3.1 Company Overview
8.3.2 Financial Analysis
8.3.3 Segmental and Regional Analysis
8.3.4 Recent strategies and developments:
8.3.4.1 Partnerships, Collaborations, and Agreements:
8.3.4.2 Product Launches and Product Expansions:
8.4 Trimble, Inc.
8.4.1 Company Overview
8.4.2 Financial Analysis
8.4.3 Segmental and Regional Analysis
8.4.4 Research & Development Expense
8.4.5 Recent strategies and developments:
8.4.5.1 Partnerships, Collaborations, and Agreements:
8.4.5.2 Product Launches and Product Expansions:
8.4.5.3 Acquisition and Mergers:
8.5 TELUS International, Inc. (TELUS Agriculture)
8.5.1 Company Overview
8.5.2 Financial Analysis
8.5.3 Segmental and Regional Analysis
8.5.4 Recent strategies and developments:
8.5.4.1 Partnerships, Collaborations, and Agreements:
8.5.4.2 Product Launches and Product Expansions:
8.5.4.3 Acquisition and Mergers:
8.6 CNH Industrial N.V.
8.6.1 Company Overview
8.6.2 Financial Analysis
8.6.3 Regional & Segmental Analysis
8.6.4 Research & Development Expenses
8.6.5 Recent strategies and developments:
8.6.5.1 Partnerships, Collaborations, and Agreements:
8.6.5.2 Product Launches and Product Expansions:
8.6.5.3 Acquisition and Mergers:
8.7 Deere & Company
8.7.1 Company Overview
8.7.2 Financial Analysis
8.7.3 Regional & Segmental Analysis
8.7.4 Research & Development Expenses
8.7.5 Recent strategies and developments:
8.7.5.1 Partnerships, Collaborations, and Agreements:
8.7.5.2 Acquisition and Mergers:
8.8 AGCO Corporation
8.8.1 Company Overview
8.8.2 Financial Analysis
8.8.3 Regional Analysis
8.8.4 Recent strategies and developments:
8.8.4.1 Partnerships, Collaborations, and Agreements:
8.8.4.2 Acquisition and Mergers:
8.9 CropIn Technology Solutions Private Limited
8.9.1 Company Overview
8.9.2 Recent strategies and developments:
8.9.2.1 Partnerships, Collaborations, and Agreements:
8.10. CropX, Inc.
8.10.1 Company Overview
8.10.2 Recent strategies and developments:
8.10.2.1 Partnerships, Collaborations, and Agreements:
8.10.2.2 Acquisition and Mergers:
TABLE 1 Global Precision Farming Market, 2017 - 2020, USD Million
TABLE 2 Global Precision Farming Market, 2021 - 2027, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Precision Farming Market
TABLE 4 Product Launches And Product Expansions– Precision Farming Market
TABLE 5 Acquisition and Mergers– Precision Farming Market
TABLE 6 Global Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 7 Global Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 8 Global Guidance Technology Market by Region, 2017 - 2020, USD Million
TABLE 9 Global Guidance Technology Market by Region, 2021 - 2027, USD Million
TABLE 10 Global Remote Sensing Technology Market by Region, 2017 - 2020, USD Million
TABLE 11 Global Remote Sensing Technology Market by Region, 2021 - 2027, USD Million
TABLE 12 Global Variable Rate Technology Market by Region, 2017 - 2020, USD Million
TABLE 13 Global Variable Rate Technology Market by Region, 2021 - 2027, USD Million
TABLE 14 Global Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 15 Global Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 16 Global Hardware Market by Region, 2017 - 2020, USD Million
TABLE 17 Global Hardware Market by Region, 2021 - 2027, USD Million
TABLE 18 Global Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 19 Global Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 20 Global Automation & Control Systems Market by Region, 2017 - 2020, USD Million
TABLE 21 Global Automation & Control Systems Market by Region, 2021 - 2027, USD Million
TABLE 22 Global Sensing & Monitoring Devices Market by Region, 2017 - 2020, USD Million
TABLE 23 Global Sensing & Monitoring Devices Market by Region, 2021 - 2027, USD Million
TABLE 24 Global Software Market by Region, 2017 - 2020, USD Million
TABLE 25 Global Software Market by Region, 2021 - 2027, USD Million
TABLE 26 Global Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 27 Global Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 28 Global Local/Web-based Market by Region, 2017 - 2020, USD Million
TABLE 29 Global Local/Web-based Market by Region, 2021 - 2027, USD Million
TABLE 30 Global Cloud-based Market by Region, 2017 - 2020, USD Million
TABLE 31 Global Cloud-based Market by Region, 2021 - 2027, USD Million
TABLE 32 Global Services Market by Region, 2017 - 2020, USD Million
TABLE 33 Global Services Market by Region, 2021 - 2027, USD Million
TABLE 34 Global Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 35 Global Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 36 Global Yield Monitoring Market by Region, 2017 - 2020, USD Million
TABLE 37 Global Yield Monitoring Market by Region, 2021 - 2027, USD Million
TABLE 38 Global Field Mapping Market by Region, 2017 - 2020, USD Million
TABLE 39 Global Field Mapping Market by Region, 2021 - 2027, USD Million
TABLE 40 Global Weather Tracking & Forecasting Market by Region, 2017 - 2020, USD Million
TABLE 41 Global Weather Tracking & Forecasting Market by Region, 2021 - 2027, USD Million
TABLE 42 Global Variable Rate Application Market by Region, 2017 - 2020, USD Million
TABLE 43 Global Variable Rate Application Market by Region, 2021 - 2027, USD Million
TABLE 44 Global Crop Scouting Market by Region, 2017 - 2020, USD Million
TABLE 45 Global Crop Scouting Market by Region, 2021 - 2027, USD Million
TABLE 46 Global Inventory Management Market by Region, 2017 - 2020, USD Million
TABLE 47 Global Inventory Management Market by Region, 2021 - 2027, USD Million
TABLE 48 Global Farm Labor Management Market by Region, 2017 - 2020, USD Million
TABLE 49 Global Farm Labor Management Market by Region, 2021 - 2027, USD Million
TABLE 50 Global Financial Management Market by Region, 2017 - 2020, USD Million
TABLE 51 Global Financial Management Market by Region, 2021 - 2027, USD Million
TABLE 52 Global Others Market by Region, 2017 - 2020, USD Million
TABLE 53 Global Others Market by Region, 2021 - 2027, USD Million
TABLE 54 Global Precision Farming Market by Region, 2017 - 2020, USD Million
TABLE 55 Global Precision Farming Market by Region, 2021 - 2027, USD Million
TABLE 56 North America Precision Farming Market, 2017 - 2020, USD Million
TABLE 57 North America Precision Farming Market, 2021 - 2027, USD Million
TABLE 58 North America Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 59 North America Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 60 North America Guidance Technology Market by Country, 2017 - 2020, USD Million
TABLE 61 North America Guidance Technology Market by Country, 2021 - 2027, USD Million
TABLE 62 North America Remote Sensing Technology Market by Country, 2017 - 2020, USD Million
TABLE 63 North America Remote Sensing Technology Market by Country, 2021 - 2027, USD Million
TABLE 64 North America Variable Rate Technology Market by Country, 2017 - 2020, USD Million
TABLE 65 North America Variable Rate Technology Market by Country, 2021 - 2027, USD Million
TABLE 66 North America Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 67 North America Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 68 North America Hardware Market by Country, 2017 - 2020, USD Million
TABLE 69 North America Hardware Market by Country, 2021 - 2027, USD Million
TABLE 70 North America Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 71 North America Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 72 North America Automation & Control Systems Market by Country, 2017 - 2020, USD Million
TABLE 73 North America Automation & Control Systems Market by Country, 2021 - 2027, USD Million
TABLE 74 North America Sensing & Monitoring Devices Market by Country, 2017 - 2020, USD Million
TABLE 75 North America Sensing & Monitoring Devices Market by Country, 2021 - 2027, USD Million
TABLE 76 North America Software Market by Country, 2017 - 2020, USD Million
TABLE 77 North America Software Market by Country, 2021 - 2027, USD Million
TABLE 78 North America Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 79 North America Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 80 North America Local/Web-based Market by Country, 2017 - 2020, USD Million
TABLE 81 North America Local/Web-based Market by Country, 2021 - 2027, USD Million
TABLE 82 North America Cloud-based Market by Country, 2017 - 2020, USD Million
TABLE 83 North America Cloud-based Market by Country, 2021 - 2027, USD Million
TABLE 84 North America Services Market by Country, 2017 - 2020, USD Million
TABLE 85 North America Services Market by Country, 2021 - 2027, USD Million
TABLE 86 North America Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 87 North America Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 88 North America Yield Monitoring Market by Country, 2017 - 2020, USD Million
TABLE 89 North America Yield Monitoring Market by Country, 2021 - 2027, USD Million
TABLE 90 North America Field Mapping Market by Country, 2017 - 2020, USD Million
TABLE 91 North America Field Mapping Market by Country, 2021 - 2027, USD Million
TABLE 92 North America Weather Tracking & Forecasting Market by Country, 2017 - 2020, USD Million
TABLE 93 North America Weather Tracking & Forecasting Market by Country, 2021 - 2027, USD Million
TABLE 94 North America Variable Rate Application Market by Country, 2017 - 2020, USD Million
TABLE 95 North America Variable Rate Application Market by Country, 2021 - 2027, USD Million
TABLE 96 North America Crop Scouting Market by Country, 2017 - 2020, USD Million
TABLE 97 North America Crop Scouting Market by Country, 2021 - 2027, USD Million
TABLE 98 North America Inventory Management Market by Country, 2017 - 2020, USD Million
TABLE 99 North America Inventory Management Market by Country, 2021 - 2027, USD Million
TABLE 100 North America Farm Labor Management Market by Country, 2017 - 2020, USD Million
TABLE 101 North America Farm Labor Management Market by Country, 2021 - 2027, USD Million
TABLE 102 North America Financial Management Market by Country, 2017 - 2020, USD Million
TABLE 103 North America Financial Management Market by Country, 2021 - 2027, USD Million
TABLE 104 North America Others Market by Country, 2017 - 2020, USD Million
TABLE 105 North America Others Market by Country, 2021 - 2027, USD Million
TABLE 106 North America Precision Farming Market by Country, 2017 - 2020, USD Million
TABLE 107 North America Precision Farming Market by Country, 2021 - 2027, USD Million
TABLE 108 US Precision Farming Market, 2017 - 2020, USD Million
TABLE 109 US Precision Farming Market, 2021 - 2027, USD Million
TABLE 110 US Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 111 US Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 112 US Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 113 US Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 114 US Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 115 US Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 116 US Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 117 US Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 118 US Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 119 US Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 120 Canada Precision Farming Market, 2017 - 2020, USD Million
TABLE 121 Canada Precision Farming Market, 2021 - 2027, USD Million
TABLE 122 Canada Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 123 Canada Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 124 Canada Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 125 Canada Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 126 Canada Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 127 Canada Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 128 Canada Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 129 Canada Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 130 Canada Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 131 Canada Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 132 Mexico Precision Farming Market, 2017 - 2020, USD Million
TABLE 133 Mexico Precision Farming Market, 2021 - 2027, USD Million
TABLE 134 Mexico Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 135 Mexico Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 136 Mexico Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 137 Mexico Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 138 Mexico Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 139 Mexico Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 140 Mexico Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 141 Mexico Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 142 Mexico Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 143 Mexico Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 144 Rest of North America Precision Farming Market, 2017 - 2020, USD Million
TABLE 145 Rest of North America Precision Farming Market, 2021 - 2027, USD Million
TABLE 146 Rest of North America Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 147 Rest of North America Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 148 Rest of North America Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 149 Rest of North America Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 150 Rest of North America Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 151 Rest of North America Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 152 Rest of North America Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 153 Rest of North America Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 154 Rest of North America Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 155 Rest of North America Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 156 Europe Precision Farming Market, 2017 - 2020, USD Million
TABLE 157 Europe Precision Farming Market, 2021 - 2027, USD Million
TABLE 158 Europe Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 159 Europe Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 160 Europe Guidance Technology Market by Country, 2017 - 2020, USD Million
TABLE 161 Europe Guidance Technology Market by Country, 2021 - 2027, USD Million
TABLE 162 Europe Remote Sensing Technology Market by Country, 2017 - 2020, USD Million
TABLE 163 Europe Remote Sensing Technology Market by Country, 2021 - 2027, USD Million
TABLE 164 Europe Variable Rate Technology Market by Country, 2017 - 2020, USD Million
TABLE 165 Europe Variable Rate Technology Market by Country, 2021 - 2027, USD Million
TABLE 166 Europe Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 167 Europe Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 168 Europe Hardware Market by Country, 2017 - 2020, USD Million
TABLE 169 Europe Hardware Market by Country, 2021 - 2027, USD Million
TABLE 170 Europe Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 171 Europe Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 172 Europe Automation & Control Systems Market by Country, 2017 - 2020, USD Million
TABLE 173 Europe Automation & Control Systems Market by Country, 2021 - 2027, USD Million
TABLE 174 Europe Sensing & Monitoring Devices Market by Country, 2017 - 2020, USD Million
TABLE 175 Europe Sensing & Monitoring Devices Market by Country, 2021 - 2027, USD Million
TABLE 176 Europe Software Market by Country, 2017 - 2020, USD Million
TABLE 177 Europe Software Market by Country, 2021 - 2027, USD Million
TABLE 178 Europe Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 179 Europe Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 180 Europe Local/Web-based Market by Country, 2017 - 2020, USD Million
TABLE 181 Europe Local/Web-based Market by Country, 2021 - 2027, USD Million
TABLE 182 Europe Cloud-based Market by Country, 2017 - 2020, USD Million
TABLE 183 Europe Cloud-based Market by Country, 2021 - 2027, USD Million
TABLE 184 Europe Services Market by Country, 2017 - 2020, USD Million
TABLE 185 Europe Services Market by Country, 2021 - 2027, USD Million
TABLE 186 Europe Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 187 Europe Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 188 Europe Yield Monitoring Market by Country, 2017 - 2020, USD Million
TABLE 189 Europe Yield Monitoring Market by Country, 2021 - 2027, USD Million
TABLE 190 Europe Field Mapping Market by Country, 2017 - 2020, USD Million
TABLE 191 Europe Field Mapping Market by Country, 2021 - 2027, USD Million
TABLE 192 Europe Weather Tracking & Forecasting Market by Country, 2017 - 2020, USD Million
TABLE 193 Europe Weather Tracking & Forecasting Market by Country, 2021 - 2027, USD Million
TABLE 194 Europe Variable Rate Application Market by Country, 2017 - 2020, USD Million
TABLE 195 Europe Variable Rate Application Market by Country, 2021 - 2027, USD Million
TABLE 196 Europe Crop Scouting Market by Country, 2017 - 2020, USD Million
TABLE 197 Europe Crop Scouting Market by Country, 2021 - 2027, USD Million
TABLE 198 Europe Inventory Management Market by Country, 2017 - 2020, USD Million
TABLE 199 Europe Inventory Management Market by Country, 2021 - 2027, USD Million
TABLE 200 Europe Farm Labor Management Market by Country, 2017 - 2020, USD Million
TABLE 201 Europe Farm Labor Management Market by Country, 2021 - 2027, USD Million
TABLE 202 Europe Financial Management Market by Country, 2017 - 2020, USD Million
TABLE 203 Europe Financial Management Market by Country, 2021 - 2027, USD Million
TABLE 204 Europe Others Market by Country, 2017 - 2020, USD Million
TABLE 205 Europe Others Market by Country, 2021 - 2027, USD Million
TABLE 206 Europe Precision Farming Market by Country, 2017 - 2020, USD Million
TABLE 207 Europe Precision Farming Market by Country, 2021 - 2027, USD Million
TABLE 208 Germany Precision Farming Market, 2017 - 2020, USD Million
TABLE 209 Germany Precision Farming Market, 2021 - 2027, USD Million
TABLE 210 Germany Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 211 Germany Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 212 Germany Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 213 Germany Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 214 Germany Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 215 Germany Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 216 Germany Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 217 Germany Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 218 Germany Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 219 Germany Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 220 UK Precision Farming Market, 2017 - 2020, USD Million
TABLE 221 UK Precision Farming Market, 2021 - 2027, USD Million
TABLE 222 UK Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 223 UK Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 224 UK Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 225 UK Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 226 UK Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 227 UK Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 228 UK Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 229 UK Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 230 UK Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 231 UK Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 232 France Precision Farming Market, 2017 - 2020, USD Million
TABLE 233 France Precision Farming Market, 2021 - 2027, USD Million
TABLE 234 France Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 235 France Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 236 France Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 237 France Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 238 France Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 239 France Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 240 France Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 241 France Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 242 France Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 243 France Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 244 Russia Precision Farming Market, 2017 - 2020, USD Million
TABLE 245 Russia Precision Farming Market, 2021 - 2027, USD Million
TABLE 246 Russia Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 247 Russia Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 248 Russia Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 249 Russia Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 250 Russia Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 251 Russia Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 252 Russia Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 253 Russia Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 254 Russia Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 255 Russia Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 256 Spain Precision Farming Market, 2017 - 2020, USD Million
TABLE 257 Spain Precision Farming Market, 2021 - 2027, USD Million
TABLE 258 Spain Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 259 Spain Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 260 Spain Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 261 Spain Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 262 Spain Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 263 Spain Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 264 Spain Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 265 Spain Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 266 Spain Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 267 Spain Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 268 Italy Precision Farming Market, 2017 - 2020, USD Million
TABLE 269 Italy Precision Farming Market, 2021 - 2027, USD Million
TABLE 270 Italy Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 271 Italy Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 272 Italy Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 273 Italy Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 274 Italy Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 275 Italy Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 276 Italy Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 277 Italy Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 278 Italy Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 279 Italy Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 280 Rest of Europe Precision Farming Market, 2017 - 2020, USD Million
TABLE 281 Rest of Europe Precision Farming Market, 2021 - 2027, USD Million
TABLE 282 Rest of Europe Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 283 Rest of Europe Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 284 Rest of Europe Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 285 Rest of Europe Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 286 Rest of Europe Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 287 Rest of Europe Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 288 Rest of Europe Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 289 Rest of Europe Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 290 Rest of Europe Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 291 Rest of Europe Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 292 Asia Pacific Precision Farming Market, 2017 - 2020, USD Million
TABLE 293 Asia Pacific Precision Farming Market, 2021 - 2027, USD Million
TABLE 294 Asia Pacific Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 295 Asia Pacific Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 296 Asia Pacific Guidance Technology Market by Country, 2017 - 2020, USD Million
TABLE 297 Asia Pacific Guidance Technology Market by Country, 2021 - 2027, USD Million
TABLE 298 Asia Pacific Remote Sensing Technology Market by Country, 2017 - 2020, USD Million
TABLE 299 Asia Pacific Remote Sensing Technology Market by Country, 2021 - 2027, USD Million
TABLE 300 Asia Pacific Variable Rate Technology Market by Country, 2017 - 2020, USD Million
TABLE 301 Asia Pacific Variable Rate Technology Market by Country, 2021 - 2027, USD Million
TABLE 302 Asia Pacific Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 303 Asia Pacific Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 304 Asia Pacific Hardware Market by Country, 2017 - 2020, USD Million
TABLE 305 Asia Pacific Hardware Market by Country, 2021 - 2027, USD Million
TABLE 306 Asia Pacific Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 307 Asia Pacific Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 308 Asia Pacific Automation & Control Systems Market by Country, 2017 - 2020, USD Million
TABLE 309 Asia Pacific Automation & Control Systems Market by Country, 2021 - 2027, USD Million
TABLE 310 Asia Pacific Sensing & Monitoring Devices Market by Country, 2017 - 2020, USD Million
TABLE 311 Asia Pacific Sensing & Monitoring Devices Market by Country, 2021 - 2027, USD Million
TABLE 312 Asia Pacific Software Market by Country, 2017 - 2020, USD Million
TABLE 313 Asia Pacific Software Market by Country, 2021 - 2027, USD Million
TABLE 314 Asia Pacific Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 315 Asia Pacific Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 316 Asia Pacific Local/Web-based Market by Country, 2017 - 2020, USD Million
TABLE 317 Asia Pacific Local/Web-based Market by Country, 2021 - 2027, USD Million
TABLE 318 Asia Pacific Cloud-based Market by Country, 2017 - 2020, USD Million
TABLE 319 Asia Pacific Cloud-based Market by Country, 2021 - 2027, USD Million
TABLE 320 Asia Pacific Services Market by Country, 2017 - 2020, USD Million
TABLE 321 Asia Pacific Services Market by Country, 2021 - 2027, USD Million
TABLE 322 Asia Pacific Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 323 Asia Pacific Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 324 Asia Pacific Yield Monitoring Market by Country, 2017 - 2020, USD Million
TABLE 325 Asia Pacific Yield Monitoring Market by Country, 2021 - 2027, USD Million
TABLE 326 Asia Pacific Field Mapping Market by Country, 2017 - 2020, USD Million
TABLE 327 Asia Pacific Field Mapping Market by Country, 2021 - 2027, USD Million
TABLE 328 Asia Pacific Weather Tracking & Forecasting Market by Country, 2017 - 2020, USD Million
TABLE 329 Asia Pacific Weather Tracking & Forecasting Market by Country, 2021 - 2027, USD Million
TABLE 330 Asia Pacific Variable Rate Application Market by Country, 2017 - 2020, USD Million
TABLE 331 Asia Pacific Variable Rate Application Market by Country, 2021 - 2027, USD Million
TABLE 332 Asia Pacific Crop Scouting Market by Country, 2017 - 2020, USD Million
TABLE 333 Asia Pacific Crop Scouting Market by Country, 2021 - 2027, USD Million
TABLE 334 Asia Pacific Inventory Management Market by Country, 2017 - 2020, USD Million
TABLE 335 Asia Pacific Inventory Management Market by Country, 2021 - 2027, USD Million
TABLE 336 Asia Pacific Farm Labor Management Market by Country, 2017 - 2020, USD Million
TABLE 337 Asia Pacific Farm Labor Management Market by Country, 2021 - 2027, USD Million
TABLE 338 Asia Pacific Financial Management Market by Country, 2017 - 2020, USD Million
TABLE 339 Asia Pacific Financial Management Market by Country, 2021 - 2027, USD Million
TABLE 340 Asia Pacific Others Market by Country, 2017 - 2020, USD Million
TABLE 341 Asia Pacific Others Market by Country, 2021 - 2027, USD Million
TABLE 342 Asia Pacific Precision Farming Market by Country, 2017 - 2020, USD Million
TABLE 343 Asia Pacific Precision Farming Market by Country, 2021 - 2027, USD Million
TABLE 344 China Precision Farming Market, 2017 - 2020, USD Million
TABLE 345 China Precision Farming Market, 2021 - 2027, USD Million
TABLE 346 China Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 347 China Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 348 China Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 349 China Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 350 China Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 351 China Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 352 China Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 353 China Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 354 China Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 355 China Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 356 Japan Precision Farming Market, 2017 - 2020, USD Million
TABLE 357 Japan Precision Farming Market, 2021 - 2027, USD Million
TABLE 358 Japan Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 359 Japan Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 360 Japan Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 361 Japan Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 362 Japan Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 363 Japan Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 364 Japan Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 365 Japan Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 366 Japan Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 367 Japan Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 368 India Precision Farming Market, 2017 - 2020, USD Million
TABLE 369 India Precision Farming Market, 2021 - 2027, USD Million
TABLE 370 India Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 371 India Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 372 India Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 373 India Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 374 India Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 375 India Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 376 India Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 377 India Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 378 India Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 379 India Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 380 South Korea Precision Farming Market, 2017 - 2020, USD Million
TABLE 381 South Korea Precision Farming Market, 2021 - 2027, USD Million
TABLE 382 South Korea Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 383 South Korea Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 384 South Korea Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 385 South Korea Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 386 South Korea Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 387 South Korea Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 388 South Korea Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 389 South Korea Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 390 South Korea Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 391 South Korea Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 392 Singapore Precision Farming Market, 2017 - 2020, USD Million
TABLE 393 Singapore Precision Farming Market, 2021 - 2027, USD Million
TABLE 394 Singapore Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 395 Singapore Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 396 Singapore Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 397 Singapore Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 398 Singapore Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 399 Singapore Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 400 Singapore Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 401 Singapore Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 402 Singapore Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 403 Singapore Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 404 Malaysia Precision Farming Market, 2017 - 2020, USD Million
TABLE 405 Malaysia Precision Farming Market, 2021 - 2027, USD Million
TABLE 406 Malaysia Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 407 Malaysia Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 408 Malaysia Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 409 Malaysia Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 410 Malaysia Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 411 Malaysia Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 412 Malaysia Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 413 Malaysia Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 414 Malaysia Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 415 Malaysia Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 416 Rest of Asia Pacific Precision Farming Market, 2017 - 2020, USD Million
TABLE 417 Rest of Asia Pacific Precision Farming Market, 2021 - 2027, USD Million
TABLE 418 Rest of Asia Pacific Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 419 Rest of Asia Pacific Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 420 Rest of Asia Pacific Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 421 Rest of Asia Pacific Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 422 Rest of Asia Pacific Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 423 Rest of Asia Pacific Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 424 Rest of Asia Pacific Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 425 Rest of Asia Pacific Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 426 Rest of Asia Pacific Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 427 Rest of Asia Pacific Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 428 LAMEA Precision Farming Market, 2017 - 2020, USD Million
TABLE 429 LAMEA Precision Farming Market, 2021 - 2027, USD Million
TABLE 430 LAMEA Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 431 LAMEA Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 432 LAMEA Guidance Technology Market by Country, 2017 - 2020, USD Million
TABLE 433 LAMEA Guidance Technology Market by Country, 2021 - 2027, USD Million
TABLE 434 LAMEA Remote Sensing Technology Market by Country, 2017 - 2020, USD Million
TABLE 435 LAMEA Remote Sensing Technology Market by Country, 2021 - 2027, USD Million
TABLE 436 LAMEA Variable Rate Technology Market by Country, 2017 - 2020, USD Million
TABLE 437 LAMEA Variable Rate Technology Market by Country, 2021 - 2027, USD Million
TABLE 438 LAMEA Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 439 LAMEA Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 440 LAMEA Hardware Market by Country, 2017 - 2020, USD Million
TABLE 441 LAMEA Hardware Market by Country, 2021 - 2027, USD Million
TABLE 442 LAMEA Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 443 LAMEA Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 444 LAMEA Automation & Control Systems Market by Country, 2017 - 2020, USD Million
TABLE 445 LAMEA Automation & Control Systems Market by Country, 2021 - 2027, USD Million
TABLE 446 LAMEA Sensing & Monitoring Devices Market by Country, 2017 - 2020, USD Million
TABLE 447 LAMEA Sensing & Monitoring Devices Market by Country, 2021 - 2027, USD Million
TABLE 448 LAMEA Software Market by Country, 2017 - 2020, USD Million
TABLE 449 LAMEA Software Market by Country, 2021 - 2027, USD Million
TABLE 450 LAMEA Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 451 LAMEA Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 452 LAMEA Local/Web-based Market by Country, 2017 - 2020, USD Million
TABLE 453 LAMEA Local/Web-based Market by Country, 2021 - 2027, USD Million
TABLE 454 LAMEA Cloud-based Market by Country, 2017 - 2020, USD Million
TABLE 455 LAMEA Cloud-based Market by Country, 2021 - 2027, USD Million
TABLE 456 LAMEA Services Market by Country, 2017 - 2020, USD Million
TABLE 457 LAMEA Services Market by Country, 2021 - 2027, USD Million
TABLE 458 LAMEA Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 459 LAMEA Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 460 LAMEA Yield Monitoring Market by Country, 2017 - 2020, USD Million
TABLE 461 LAMEA Yield Monitoring Market by Country, 2021 - 2027, USD Million
TABLE 462 LAMEA Field Mapping Market by Country, 2017 - 2020, USD Million
TABLE 463 LAMEA Field Mapping Market by Country, 2021 - 2027, USD Million
TABLE 464 LAMEA Weather Tracking & Forecasting Market by Country, 2017 - 2020, USD Million
TABLE 465 LAMEA Weather Tracking & Forecasting Market by Country, 2021 - 2027, USD Million
TABLE 466 LAMEA Variable Rate Application Market by Country, 2017 - 2020, USD Million
TABLE 467 LAMEA Variable Rate Application Market by Country, 2021 - 2027, USD Million
TABLE 468 LAMEA Crop Scouting Market by Country, 2017 - 2020, USD Million
TABLE 469 LAMEA Crop Scouting Market by Country, 2021 - 2027, USD Million
TABLE 470 LAMEA Inventory Management Market by Country, 2017 - 2020, USD Million
TABLE 471 LAMEA Inventory Management Market by Country, 2021 - 2027, USD Million
TABLE 472 LAMEA Farm Labor Management Market by Country, 2017 - 2020, USD Million
TABLE 473 LAMEA Farm Labor Management Market by Country, 2021 - 2027, USD Million
TABLE 474 LAMEA Financial Management Market by Country, 2017 - 2020, USD Million
TABLE 475 LAMEA Financial Management Market by Country, 2021 - 2027, USD Million
TABLE 476 LAMEA Others Market by Country, 2017 - 2020, USD Million
TABLE 477 LAMEA Others Market by Country, 2021 - 2027, USD Million
TABLE 478 LAMEA Precision Farming Market by Country, 2017 - 2020, USD Million
TABLE 479 LAMEA Precision Farming Market by Country, 2021 - 2027, USD Million
TABLE 480 Brazil Precision Farming Market, 2017 - 2020, USD Million
TABLE 481 Brazil Precision Farming Market, 2021 - 2027, USD Million
TABLE 482 Brazil Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 483 Brazil Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 484 Brazil Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 485 Brazil Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 486 Brazil Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 487 Brazil Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 488 Brazil Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 489 Brazil Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 490 Brazil Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 491 Brazil Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 492 Argentina Precision Farming Market, 2017 - 2020, USD Million
TABLE 493 Argentina Precision Farming Market, 2021 - 2027, USD Million
TABLE 494 Argentina Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 495 Argentina Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 496 Argentina Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 497 Argentina Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 498 Argentina Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 499 Argentina Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 500 Argentina Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 501 Argentina Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 502 Argentina Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 503 Argentina Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 504 UAE Precision Farming Market, 2017 - 2020, USD Million
TABLE 505 UAE Precision Farming Market, 2021 - 2027, USD Million
TABLE 506 UAE Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 507 UAE Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 508 UAE Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 509 UAE Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 510 UAE Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 511 UAE Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 512 UAE Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 513 UAE Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 514 UAE Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 515 UAE Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 516 Saudi Arabia Precision Farming Market, 2017 - 2020, USD Million
TABLE 517 Saudi Arabia Precision Farming Market, 2021 - 2027, USD Million
TABLE 518 Saudi Arabia Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 519 Saudi Arabia Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 520 Saudi Arabia Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 521 Saudi Arabia Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 522 Saudi Arabia Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 523 Saudi Arabia Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 524 Saudi Arabia Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 525 Saudi Arabia Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 526 Saudi Arabia Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 527 Saudi Arabia Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 528 South Africa Precision Farming Market, 2017 - 2020, USD Million
TABLE 529 South Africa Precision Farming Market, 2021 - 2027, USD Million
TABLE 530 South Africa Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 531 South Africa Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 532 South Africa Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 533 South Africa Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 534 South Africa Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 535 South Africa Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 536 South Africa Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 537 South Africa Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 538 South Africa Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 539 South Africa Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 540 Nigeria Precision Farming Market, 2017 - 2020, USD Million
TABLE 541 Nigeria Precision Farming Market, 2021 - 2027, USD Million
TABLE 542 Nigeria Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 543 Nigeria Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 544 Nigeria Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 545 Nigeria Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 546 Nigeria Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 547 Nigeria Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 548 Nigeria Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 549 Nigeria Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 550 Nigeria Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 551 Nigeria Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 552 Rest of LAMEA Precision Farming Market, 2017 - 2020, USD Million
TABLE 553 Rest of LAMEA Precision Farming Market, 2021 - 2027, USD Million
TABLE 554 Rest of LAMEA Precision Farming Market by Technology, 2017 - 2020, USD Million
TABLE 555 Rest of LAMEA Precision Farming Market by Technology, 2021 - 2027, USD Million
TABLE 556 Rest of LAMEA Precision Farming Market by Offering, 2017 - 2020, USD Million
TABLE 557 Rest of LAMEA Precision Farming Market by Offering, 2021 - 2027, USD Million
TABLE 558 Rest of LAMEA Precision Farming Market by Hardware Type, 2017 - 2020, USD Million
TABLE 559 Rest of LAMEA Precision Farming Market by Hardware Type, 2021 - 2027, USD Million
TABLE 560 Rest of LAMEA Precision Farming Market by Software Type, 2017 - 2020, USD Million
TABLE 561 Rest of LAMEA Precision Farming Market by Software Type, 2021 - 2027, USD Million
TABLE 562 Rest of LAMEA Precision Farming Market by Application, 2017 - 2020, USD Million
TABLE 563 Rest of LAMEA Precision Farming Market by Application, 2021 - 2027, USD Million
TABLE 564 Key information – Hexagon AB
TABLE 565 Key Information – AgEagle Aerial Systems, Inc.
TABLE 566 key Information – Topcon Corporation
TABLE 567 Key Information – Trimble, Inc.
TABLE 568 Key Information – Telus International, Inc.
TABLE 569 Key Information – CNH Industrial N.V.
TABLE 570 Key Information – Deere & Company
TABLE 571 Key Information – AGCO Corporation
TABLE 572 Key Information – CropIn Technology Solutions Private Limited
TABLE 573 Key Information – CropX, inc.

List of Figures
FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Key Leading Strategies: Percentage Distribution (2017-2021)
FIG 4 Key Strategic Move: (Partnerships, Collaborations, and Agreements : 2018, May – 2022, Feb) Leading Players
FIG 5 Global Precision Farming Market Share by Technology, 2020
FIG 6 Global Precision Farming Market Share by Technology, 2027
FIG 7 Global Precision Farming Market by Technology, 2017 - 2027, USD Million
FIG 8 Global Precision Farming Market Share by Offering, 2020
FIG 9 Global Precision Farming Market Share by Offering, 2027
FIG 10 Global Precision Farming Market by Offering, 2017 - 2027, USD Million
FIG 11 Global Precision Farming Market Share by Application, 2020
FIG 12 Global Precision Farming Market Share by Application, 2027
FIG 13 Global Precision Farming Market by Application, 2017 - 2027, USD Million
FIG 14 Global Precision Farming Market Share by Region, 2020
FIG 15 Global Precision Farming Market Share by Region, 2027
FIG 16 Global Precision Farming Market by Region, 2017- 2027, USD Million
FIG 17 Recent strategies and developments: Hexagon AB
FIG 18 Recent strategies and developments: Topcon Corporation
FIG 19 Recent strategies and developments: Trimble, Inc.
FIG 20 Recent strategies and developments: Telus International, Inc.
FIG 21 Recent strategies and developments: CNH Industrial N.V.
FIG 22 Recent strategies and developments: Deere & Company
FIG 23 Recent strategies and developments: AGCO Corporation
FIG 24 Recent strategies and developments: CropX, Inc.

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