#Smart Crop Scouting and Smart Spraying Industry

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Artificial Intelligence In Agriculture Market: Size, Share, Analysis, Forecast, and Growth Trends to 2032 – American AgTech Giants Set Global Standards

The Artificial Intelligence In Agriculture Market was valued at USD 1.8 billion in 2023 and is expected to reach USD 12.8 billion by 2032, growing at a CAGR of 24.34% from 2024-2032.

Artificial Intelligence In Agriculture Market is rapidly transforming farming practices in the USA, driving efficiency, productivity, and sustainability. The adoption of AI-powered technologies such as drones, predictive analytics, and automated machinery is enabling farmers to make data-driven decisions that optimize crop yields and reduce resource waste. This technological shift is reshaping traditional agriculture and opening new frontiers for innovation and growth.

Artificial Intelligence in Agriculture Market in the US: Growth Trends and Future Outlook

The U.S. Artificial Intelligence in Agriculture Market was valued at USD 0.5 billion in 2023 and is expected to reach USD 3.4 billion by 2032, growing at a CAGR of 24.03% from 2024-2032.

Artificial Intelligence In Agriculture Market continues to expand as advancements in machine learning, computer vision, and IoT integration create smarter farming ecosystems. AI’s ability to analyze soil health, monitor crop conditions, and forecast weather patterns is empowering American farmers with precise insights, leading to improved profitability and environmental stewardship.

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Market Keyplayers:

IBM Corporation – Watson Decision Platform for Agriculture

Microsoft Corporation – Azure FarmBeats

Deere & Company – See & Spray

Trimble Inc. – Trimble Ag Software

AGCO Corporation – Fuse Smart Farming

BASF SE – xarvio Digital Farming Solutions

Corteva Agriscience – Granular Insights

Bayer AG (Climate LLC) – Climate FieldView

Raven Industries, Inc. – VSN (Visual Guidance System)

Prospera Technologies – Prospera Crop Monitoring

Taranis – Taranis Precision Scouting

Gamaya – Gamaya AI Crop Intelligence

PrecisionHawk – PrecisionAnalytics Agriculture

AgEagle Aerial Systems Inc. – MicaSense RedEdge Sensor

Market Analysis

The market is fueled by increasing demand for food security, rising labor costs, and the urgent need for sustainable farming solutions. With the USA’s vast agricultural landscape, AI technologies help address challenges such as pest control, irrigation efficiency, and crop disease detection. The convergence of AI with robotics and IoT enhances farm automation, minimizing manual interventions and enabling real-time decision-making.

Market Trends

Growing use of AI-driven drones for crop monitoring and spraying

Expansion of predictive analytics for yield forecasting and pest management

Integration of AI with IoT sensors for real-time soil and climate data

Development of autonomous tractors and robotic harvesters

Adoption of computer vision for disease and weed detection

Increased focus on precision agriculture to optimize resource use

Collaboration between agri-tech startups and traditional farming enterprises

Market Scope

The Artificial Intelligence In Agriculture Market is unlocking new possibilities for precision farming and resource optimization. Its scope covers a broad range of applications that are revolutionizing the agricultural value chain.

Automated crop monitoring and management

Real-time data analytics for farm decision support

Precision irrigation systems to conserve water

AI-enabled pest and disease detection

Robotics for planting, weeding, and harvesting

Enhanced supply chain management with AI forecasting

Customized AI solutions for diverse crop types and climates

Forecast Outlook

The Artificial Intelligence In Agriculture Market is poised for robust growth in the USA, driven by continuous technological innovation and rising farmer adoption. Future developments will focus on enhancing AI algorithms, improving hardware affordability, and expanding integration with existing farm management systems. The market outlook reflects a shift towards more sustainable, efficient, and profitable farming practices supported by intelligent automation and actionable insights.

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Conclusion

In the heartland of America’s agriculture, AI is no longer just an innovation—it’s a vital partner in feeding the nation and the world. By blending technology with tradition, the Artificial Intelligence In Agriculture Market is cultivating a future where farms are smarter, more resilient, and environmentally conscious.

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Agriculture Automation and Control Systems Market: A Comprehensive Analysis

The agriculture automation and control systems market Analysis is undergoing rapid transformation as the industry increasingly adopts cutting-edge technologies to boost productivity and meet the demands of a growing global population. This blog offers a detailed analysis of the market, covering its current status, forecast, trends, segmentation, regional performance, key players, and future outlook.

Market Overview and Estimation

As of 2022, the global agriculture automation and control systems market was valued at USD 4.3 billion. It is expected to reach USD 6.69 billion by 2031, growing at a CAGR of 5.71% over the forecast period (2024–2031). This growth trajectory is primarily attributed to the rising need for efficiency in farming, labor shortages, and increasing awareness about sustainable agricultural practices. Technologies such as IoT (Internet of Things), artificial intelligence, and robotics are being increasingly integrated into agricultural operations to streamline processes, optimize input use, and enhance crop yields.

Latest News and out look

Recent developments in the market reflect the industry's move toward complete digitization and automation:

Internet of Things (IoT): Farmers are adopting IoT-enabled sensors and monitoring systems to track real-time data on soil moisture, nutrient levels, and climate conditions. This not only improves decision-making but also significantly reduces waste.

Autonomous Farm Equipment: Companies are designing unmanned aerial vehicles (UAVs), self-driving tractors, and robotic harvesters to automate labor-intensive processes like planting, spraying, and harvesting.

Artificial Intelligence (AI): AI algorithms are now being used to predict pest infestations, monitor crop health, and manage irrigation, enabling precision agriculture at scale.

Smart Greenhouses and Vertical Farming: With urbanization on the rise, smart greenhouses and controlled environment agriculture are gaining traction, especially in countries facing arable land scarcity.

Startups and Collaborations: Startups focusing on agritech are receiving significant investments. Established companies are collaborating with technology firms to develop innovative, scalable solutions for commercial agriculture.

Sample Link 

Market Segmentation

The agriculture automation and control systems market is segmented by type and application.

By Type, the market encompasses several core technologies:

Yield Monitoring: Utilized primarily for mapping field variability and optimizing crop yields, yield monitoring systems are a critical component of precision farming. These systems help farmers collect and analyze crop data in real-time.

Irrigation Management: Automated irrigation systems manage water usage based on weather forecasts and soil moisture levels. This minimizes water waste and boosts crop health.

Field Mapping: Through GPS and sensor-based technologies, field mapping solutions provide detailed data on field conditions, soil types, and nutrient availability.

Weather Tracking and Forecasting: These systems gather meteorological data to help farmers plan their field activities, such as planting and harvesting.

Crop Scouting and Health Monitoring: UAVs and remote sensors help in monitoring plant health and detecting diseases or pests early, allowing for timely interventions.

Farm Labor and Inventory Management: Automation reduces dependence on manual labor, improves scheduling, and streamlines the supply chain from seed to market.

By Application, the market is divided into:

Commercial Farming: This segment dominates the market, accounting for over 70% of the global share. Large-scale operations adopt comprehensive automation systems for end-to-end efficiency.

Personal or Small-Scale Farming: While adoption is slower, small farms are increasingly integrating affordable, scalable solutions like mobile-based farm management apps and low-cost sensors.

Regional Analysis

United States: The U.S. leads in both adoption and innovation of agricultural automation systems. The market is bolstered by strong infrastructure, investment in agritech R&D, and favorable government initiatives such as subsidies for precision farming tools. U.S. farms widely use GPS-guided tractors, smart irrigation systems, and AI-driven crop monitoring. The country accounts for a significant share of the global market and continues to see steady growth supported by technological integration and sustainability goals.

Japan: Japan is emerging as a technological leader in smart farming, especially due to its aging farmer population and limited agricultural labor. The Japanese smart agriculture market is forecast to grow from 15.87 billion JPY in 2019 to 44.28 billion JPY by 2025, reflecting a robust CAGR of 11.8%. Government support, such as equipment subsidies and regulatory frameworks encouraging innovation, is instrumental in driving this growth. Japan is also seeing the adoption of automated tractors, drone-based monitoring systems, and AI for crop management in both open-field and indoor farming systems.

Key Highlights from the Market

AI and Data Analytics are becoming central to automated farming, enabling predictive maintenance of equipment, yield forecasting, and risk mitigation.

Hydroponics and Controlled Environment Agriculture are gaining popularity, especially in urban areas and countries facing land scarcity.

Collaborations and Technological Integration between agricultural equipment manufacturers and tech firms are creating more integrated, user-friendly systems.

Sustainability Initiatives are encouraging the use of automation to reduce water usage, greenhouse gas emissions, and chemical inputs.

Key Players and Competitive Landscape

Several companies are dominating the agriculture automation space with extensive product portfolios and strategic investments. The five major players with the largest market share include:

John Deere – A pioneer in autonomous tractors and precision agriculture solutions. Their focus on smart machinery places them at the top of the market.

AGCO Corporation – Known for brands like Fendt and Massey Ferguson, AGCO is aggressively expanding its automation capabilities through acquisitions and innovations.

Emerson Electric Co. – Offers a range of automation and control solutions tailored for agricultural use, contributing to more efficient farm operations.

Schneider Electric – Focuses on energy-efficient automation and digital transformation, helping farms optimize resource use.

Bonsai Robotics – A rapidly emerging player developing robotic solutions for harvesting and field operations, addressing labor shortages in agriculture.

These players continue to invest in R&D, expand their global footprint, and form strategic alliances to maintain competitive advantage.

Conclusion

The agriculture automation and control systems market is on an upward trajectory, fueled by a combination of necessity and innovation. As challenges like climate change, food security, and labor shortages intensify, the role of automation in agriculture becomes increasingly vital. Countries like the U.S. and Japan are setting benchmarks through their adoption of smart technologies and supportive policies. With robust growth forecasts and active participation from both tech giants and startups, the future of farming is undeniably digital. Embracing automation not only ensures sustainable food production but also opens new avenues for economic and environmental progress in agriculture.

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Agriculture Drones Market

The global agriculture drone market size was valued at USD 4.17 billion in 2022 and is anticipated to grow from USD 4.98 billion in 2023 to USD 18.22 billion by 2030, exhibiting a CAGR of 20.3% during the forecast period.

Browse In-depth Summary of This Research Insight:

Market Driver

Skyrocketing Demand for Food Worldwide to Propel the Market

The most critical factor driving the agriculture drone market growth is the expected levels of demand for food and grains worldwide in the next few decades. According to the UN, by 2050, world population will reach 9.1 billion, with sub-Saharan Africa’s population projected to grow the fastest. To meet the food requirements of this surging number of people, the Food and Agriculture Organization (FAO) estimates that the overall food production will need to rise by 70% and production in developing countries will need to double from the current levels. Agriculture drones will play a central role in supporting the efforts of governments in elevating their farm yields. These UAVs offer wide-ranging and decisive advantages to farmers, who can make enormous gains from these machines. For example, drones equipped with smart sensors can enable farmers to collect accurate information on soil conditions. Drones can also spray crops with insecticides and pesticides, thus minimizing farmers’ contact with these harmful chemicals.

Regional Insights

Quick Adoption of Advanced Drones for Agriculture to Feed Market Growth in North America

North America, with a market size of USD 367.6 million in 2019, is anticipated to lead the agriculture drone market share during the forecast period. This is mainly attributable to the rapid uptake of advanced UAVs by farmers in the region to increase farm output. Complementing this is the framing of friendly policies by lawmakers in the region supporting deployment of commercial drones and small UAVs for agricultural activities. Asia Pacific is expected to generate tremendous growth opportunities for this market as the countries in the region are heavily dependent on agriculture and are making massive investments to make agriculture more technology-driven. In Europe, the ability of farmers to utilize drone technology for better farm yields will augur well for the market.

Industry Developments:

April 2020: DJI, the Chinese drone maker, released its new offering called the “Mavic Air 2” drone, the successor to the company’s 2018 Mavic Air drone. The new product comes in two variants, the standard and the Fly More, with both being available for immediate purchase in China.

September 2019: AeroVironment launched the enhanced, next-gen version of its flagship Quantix VTOL hybrid drone and the AeroVironment Decision Support System for precision farming. Equipped with sensors and multispectral imagery capabilities, Quantix is designed to perform crop scouting and can survey up to 400 acres within 45 minutes.

List of Key Players Covered in the Agriculture Drone Market Report:

Delair Tech SAS (France)

Parrot Drone (France)

3D Robotics (the US)

AeroVironment Inc. (the US)

GoPro (the US)

Drone Deploy (the US)

Sintera LLC (the US)

Ag Eagle (the US)

Trimble Navigation Ltd. (the US)

Precision Hawk (the US)

DJI (China)

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The global smart crop scouting and smart spraying market which is expected to grow with a CAGR of 18.78% and reach $9.86 billion by 2028. The growing demand for smart crop scouting is driving the concurrent increase in demand for smart spraying solutions.

[fortunebusinessinc]

Global Agriculture Drone Market 2020 Top Industry Players, Regional Study, Growth Drivers, Challenges and Opportunities by 2027

The global agriculture drone market size is projected to reach USD 3,697.4 million by 2027, exhibiting a CAGR of 18.14% during the forecast period. The emergence of startups specializing in developing unmanned aerial vehicles (UAVs) for agriculture will significantly enhance the potential of the market. Fortune Business Insights™ shares this observation in its report, titled “Agriculture Drone Market Size, Share & COVID-19 Impact Analysis, By Type (Fixed Wing, Rotary Wing, and Hybrid), By Components (Hardware [Frames, Control Systems, Propulsion System, Navigation System, Payload, Avionics, Others] and Software [Imaging Software, Data Management Software, Data Analytics Software, Others]), By Application (Field Mapping & Monitoring, Crop Spraying, Crop Scouting, Variable Rate Application, Livestock Monitoring, Others), and Regional Forecast, 2020-2027”.

Agriculture drones have proved to be immensely successful in raising farm yields around the globe. Given the lucrative opportunities, several startups have cropped up in this domain, developing UAV solutions tackling the different aspects of farming operations. For example, Gamaya, a Swiss startup, is focused on boosting productivity and scalability of small farms by using advanced mapping and diagnostic systems, enabling farmers to efficiently manage their farms. Another example is HummingBird Technologies, a UK-based startup, which develops drones with customized sensors with machine learning algorithms and computer vision to gather accurate data and imagery to aid precision farming. Advancements made by these and many more such startups worldwide will create fertile ground for the growth of this market.

The explosion of the COVID-19 pandemic has brought the global economy on the precipice of an unforeseen recession. Businesses are stumbling owing to the sharp economic downturn, with some suffering more than the others. We aim to equip businesses with quantitative and qualitative impact analysis of the current pandemic on different markets, based on our expertise and experience in market intelligence.

The report states that the global market value stood at USD 1,021.1 million in 2019. It also offers the following:

Unparalleled insights into the factors driving and constraining market growth;

In-depth & piecemeal analysis of the market segments;

An exhaustive examination of the regional dynamics impacting the market; and

Detailed profiling and study of the key market players and their strategies.

Fortune Business Insights profiles some of the prominent companies operating in the agriculture drone market. They are as follows:

Delair Tech SAS (France)

Parrot Drone (France)

3D Robotics (the US)

AeroVironment Inc. (the US)

GoPro (the US)

Drone Deploy (the US)

Sintera LLC (the US)

Ag Eagle (the US)

Trimble Navigation Ltd. (the US)

Precision Hawk (the US)

DJI (China)

Market Driver

Skyrocketing Demand for Food Worldwide to Propel the Market

The most critical factor driving the agriculture drone market growth is the expected levels of demand for food and grains worldwide in the next few decades. According to the UN, by 2050, the world population will reach 9.1 billion, with sub-Saharan Africa’s population projected to grow the fastest. To meet the food requirements of this surging number of people, the Food and Agriculture Organization (FAO) estimates that the overall food production will need to rise by 70% and production in developing countries will need to double from the current levels. Agriculture drones will play a central role in supporting the efforts of governments in elevating their farm yields. These UAVs offer wide-ranging and decisive advantages to farmers, who can make enormous gains from these machines. For example, drones equipped with smart sensors can enable farmers to collect accurate information on soil conditions. Drones can also spray crops with insecticides and pesticides, thus minimizing farmers’ contact with these harmful chemicals.

Regional Insights

Quick Adoption of Advanced Drones for Agriculture to Feed Market Growth in North America

North America, with market size of USD 367.6 million in 2019, is anticipated to lead the agriculture drone market share during the forecast period. This is mainly attributable to the rapid uptake of advanced UAVs by farmers in the region to increase farm output. Complementing this is the framing of friendly policies by lawmakers in the region supporting the deployment of commercial drones and small UAVs for agricultural activities.

Asia Pacific is expected to generate tremendous growth opportunities for this market as the countries in the region are heavily dependent on agriculture and are making massive investments to make agriculture more technology-driven. In Europe, the ability of farmers to utilize drone technology for better farm yields will augur well for the market.

Competitive Landscape

Leading Players to Focus on Tapping Innovation Opportunities

Key companies are concentrating all their energies towards exploiting the wide opportunities for innovation to diversify their portfolios and entrench their position in the market in the process. Moreover, companies are also exploring avenues to enter and expand into developing economies, in a bid to broaden their business horizons.

Industry Developments:

April 2020: DJI, the Chinese drone maker, released its new offering called the “Mavic Air 2” drone, the successor to the company’s 2018 Mavic Air drone. The new product comes in two variants, the standard and the Fly More, with both being available for immediate purchase in China.

September 2019: AeroVironment launched the enhanced, next-gen version of its flagship Quantix VTOL hybrid drone and the AeroVironment Decision Support System for precision farming. Equipped with sensors and multispectral imagery capabilities, Quantix is designed to perform crop scouting and can survey up to 400 acres within 45 minutes.

Browse Detailed Summary of Research Report with TOC:

https://www.fortunebusinessinsights.com/agriculture-drones-market-102589

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Fortune Business Insights™ delivers accurate data and innovative corporate analysis, helping organizations of all sizes make appropriate decisions. We tailor novel solutions for our clients, assisting them to address various challenges distinct to their businesses. Our aim is to empower them with holistic market intelligence, providing a granular overview of the market they are operating in.

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Read Related News:

https://www.globenewswire.com/news-release/2020/11/09/2122767/0/en/Agriculture-Drone-Market-to-Hit-USD-3-697-4-Million-by-2027-Increasing-Adoption-of-Smart-Agriculture-Technologies-in-Developed-Nations-to-Fuel-Growth-Says-Fortune-Business-Insights.html

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Agriculture Drones Market to Reach $14.06 Billion by 2030 - Exclusive Report by Meticulous Research®

Meticulous Research®—a leading global market research company, published a research report titled, “Agriculture Drones Market by Offering (Hardware, Software), Payload (Less than 10 kg, 10 kg to 30 kg, More than 30 kg), Application (Precision Agriculture, Livestock Monitoring, Precision Fish Farming), and Geography - Global Forecast to 2030.” According to the report, the global agriculture drones market is projected to reach $14.06 billion by 2030, at a CAGR of 11.9% from 2023 to 2030. The growth of this market is attributed to the rising adoption of drones for smart farming in Asia-Pacific and Latin America, growth in venture funding for the development of agriculture drones, and integration of information and communication technologies (ICTs) in agriculture. However, the technical limitation of drones is restraining the market growth.

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The rising pressure on global food supply due to the growing global population and favorable government initiatives to promote automation in the agriculture sector are expected to create significant opportunities for this market. However, the high initial and maintenance cost of drones and a lack of technical knowledge among farmers are challenging the growth of this market.

The global agriculture drone market is segmented based on offering, payload, application, and geography. The study also evaluates industry competitors and analyses the regional and country-level markets.

The key players operating in the global agriculture drones market SZ DJI Technology Co., Ltd. (China), Parrot Drones SAS (France), PrecisionHawk, Inc. (U.S.), AeroVironment, Inc. (U.S.), AgEagle Aerial Systems Inc. (U.S.), American Robotics, Inc. (U.S.), Yamaha Motor Co., Ltd. (Japan), Sentera Inc. (U.S.), mdGroup Germany GmbH (Germany), GUANGZHOU XAG CO., LTD. (China), Atmos UAV B.V. (Netherlands), Marut Dronetech Private Limited (India), Israel Aerospace Industries Ltd. (Israel), DroneDeploy, Inc. (U.S.), and Garuda Aerospace Pvt Ltd (India).

Based on offering, the global agriculture drones market is segmented into hardware and software. In 2023, the hardware segment is expected to account for the larger share of the global agriculture drones market. However, the software segment is projected to register the highest CAGR during the forecast period. Developments in advanced drone software technology and the increasing demand for software for better data analysis in agriculture and analyzing data and image processing for surveying purposes in agriculture are the major factors driving the growth of this segment. The software segment is further classified into flight management software, data management software, drone mapping software, image processing software, and data analytics software.

Quick Buy – Agriculture Drones Market Research Report:  https://www.meticulousresearch.com/Checkout/88641402

Based on payload, the global agriculture drones market is segmented into less than 10 kg, 10 kg to 30 kg, and more than 30 kg. In 2023, less than 10 kg is expected to account for the largest share of the global agriculture drones market. Heavy payload leads to a low flight range of drones, which restricts the growth of drones with a heavy payload. Small drones come with less payload capacity. Such small drones are used for field mapping, crop scouting and monitoring crop health. This increasing application of field mapping and crop health monitoring in agriculture to leverage data analytics capabilities for better decisions contributes to the large share of this segment. However, the 10 kg to 30 kg segment is projected to register the highest CAGR during the forecast period. This segment's growth is driven by the growing demand for variable-rate applications in precision agriculture, such as spraying and spreading fertilizer, agrochemicals, and seeds.

Based on application, the global agriculture drones market is segmented into precision agriculture, livestock monitoring, precision fish farming, and other applications. The precision agriculture segment is projected to register the highest CAGR during the forecast period. The growth of this segment is driven by support from governments across the world to raise awareness about precision farming and the increased use of data to increase efficiency in agriculture and growing agricultural revenue. The precision agriculture segment comprises field mapping/surveying, crop health monitoring, crop spraying, and seed planting.

Based on geography, the global agriculture drones market is segmented into North America, Europe, Asia-Pacific, Latin America, and the Middle East & Africa. In 2023, North America is expected to account for the largest share of the agriculture drones market. The large share of this market is attributed to the growing demand for high-quality crops, the growing cost of labor, the increasing adoption of automation and advanced technologies in the agriculture sector, and supporting government initiatives for precision farming. However, The Asia-Pacific is slated to register the highest CAGR during the forecast period. The growth in this market is primarily driven by the rapid growth in the population and surging food demand, accelerated economic growth of countries in the region, rising technological advancements in the agriculture sector, and government funding for precision farming.

To gain more insights into the market with a detailed table of content and figures, click here: https://www.meticulousresearch.com/product/agriculture-drone-market-4986

Report Scope:

Agriculture Drones Market, by Offering           

Hardware       

Rotary Blade

Fixed Wing

Hybrid

Software        

Flight Management Software

Data Management Software

Drone Mapping Software

Image Processing Software

Data Analytics Software

Agriculture Drones Market Size & Trend Analysis, by Payload

Less than 10 kg

10 kg to 30 kg

More than 30 kg

Agriculture Drones Market Size & Trend Analysis, by Application

Precision Agriculture   

Field Mapping/Surveying

Crop Health Monitoring

Crop Spraying

Seed Planting

Other Precision Agriculture Applications

Livestock Monitoring   

Precision Fish Farming                

Other Applications

Agriculture Drones Market Size & Trend Analysis, by Geography

North America              

U.S.

Canada

Europe           

U.K.

Germany

France

Italy

Spain

Rest of Europe

Asia-Pacific   

China

India

Japan

Australia

Indonesia

Malaysia

Rest of Asia-Pacific

Latin America               

Mexico

Brazil

Argentina

Rest of Latin America

Middle East & Africa    

UAE

Saudi Arabia

Israel

Rest of Middle East & Africa

Download Free Sample Report Now @ https://www.meticulousresearch.com/download-sample-report/cp_id=4986

About Meticulous Research®

Meticulous Research® was founded in 2010 and incorporated as Meticulous Market Research Pvt. Ltd. in 2013 as a private limited company under the Companies Act, 1956. Since its incorporation, the company has become the leading provider of premium market intelligence in North America, Europe, Asia-Pacific, Latin America, and the Middle East & Africa.

Contact: Mr. Khushal Bombe Meticulous Market Research Inc. 1267 Willis St, Ste 200 Redding,  California, 96001, U.S. USA: +1-646-781-8004 Europe : +44-203-868-8738 APAC: +91 744-7780008 Email- sales@meticulousresearch.com  Visit Our Website: https://www.meticulousresearch.com/ Connect with us on LinkedIn- https://www.linkedin.com/company/meticulous-research Content Source: https://www.meticulousresearch.com/pressrelease/212/agriculture-drone-market-2030

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Agriculture Robots Market Scope and Opportunities Analysis 2020 – 2030

Global Agriculture Robots Market: Snapshot 

Robots are poised to replace agricultural hands. They can pluck fruits, sow and reap crops, and milk cows. They carry out the tasks much faster and with a great degree of accuracy. This coupled with mandates on higher minimum pay being levied in most countries, have spelt good news for the global agriculture robots market. 

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Reason enough for the industry to cheer. Companies are increasingly investing in developing more efficient robots leveraging cutting-edge technologies to further their market positions. They are taking to modern technologies such as cloud, data analytics, and Internet of Things (IoT) to create more autonomous and unmanned robots that will drastically reduce the need for human intervention. 

Tractors, for example, have become increasingly autonomous, robotic milking parlors have become widespread, and drones are slated to change the contours of farming in the near future. In fact, unmanned remote-controlled helicopters are already being used for spraying rice fields for over two decades. With the introduction of light weight drones, the process will see more widespread adoption. Embedded with small multi-spectral sensors, such drones shall also help gather crucial information on farms which would enable farmers to take data-driven accurate decisions. 

While all such improvements bode well for the agriculture robots market, the hue and cry over rising automation resulting in job losses at an alarming pace is somewhat of a dampener for the market. A short while back, Microsoft founder and trillionaire techie Bill Gates expressed his disproval against rising automation by suggesting taxing of robots that supplant human workers. Coming from a techie of his stature, this sure sounds like a warning bell to the industry that stands at an interesting juncture now waiting to explode.

Global Agriculture Robots Market: Overview 

The demand for agriculture robots is increasing as they help in automating the agriculture business and meeting the rising demand from the global market. The technology holds promise of significantly improving crop yield, variety, and quality. The latest agriculture robots developed and introduced, can be put to various applications such as seeding, scouting, weeding, application of fertilizers, harvesting, and irrigation. 

The report provides in-depth insights into the various factors supporting the growing of the global agriculture robots market and those restraining its trajectory. It segments the market based on various parameters and covers the drivers and limitations affecting the market’s growth across all these segments. Using Porter’s five forces it gauges the bargaining power of buyers and suppliers, degree of competition prevailing in the market, and the prevailing threat from substitute and new entrants. 

Global Agriculture Robots Market: Drivers and Restraints 

A plethora of benefits offered by agriculture robots such as accuracy and precision, minimal requirement of human labor, faster task accomplishment, cost benefits, and fatigueless functioning will encourage their wider adoption across the global agricultural industry. The rising labor cost is creating substantial demand for automation in the agriculture sector. A few of the innovations expected to bolster adoption of agriculture robots in the long run are use of wireless sensors, driverless tractors, penetration of wearable and drones, proliferation of controls and systems driven robots, and the rising demand for the 3D printing technology in the agriculture sector. 

Besides these, penetration of the Internet of Things (IoT) will pave way for the popularity of “smart farming”, which also promises considerable growth opportunities for the market. The rising focus on improving farm yield by leveraging the latest technologies based on satellite is another driver, which the market is expected to benefit from over the forecast period. Due to the fact that natural resources such as land, labor, and water are limited, adopting technology will emerge as the key of improving agricultural production to feed the increasing masses. Given the scenario, agribots are likely to play a vital role and are expected to be used across vital stages of agriculture cycle such as harvesting, watering, sowing, and seeding.

On the downside, agricultural robotics need extensive research in order make machines make logical sense of the complex biological environment. Therefore, challenges prevailing in terms of proper execution of machines without destroying the field or crops could limit the adoption of the technology. 

Global Agriculture Robots Market: Regional Outlook 

Regionally, the global agriculture robots market can be segmented into Europe, Asia Pacific, North America, and Rest of the World. The demand for agriculture robot is significant high in countries exhibiting high demand for advanced technologies. For instance, the market has found lucrative opportunities in Japan, Australia, Mexico, China, and Canada. In the forthcoming years, the market is expected to witness considerable growth as both Europe and Asia Pacific exhibit a high rate of uptake. However, the U.S. will continue ranking as the fastest growing market and thus exhibit the highest CAGR over the course of the report’s forecast period. 

Global Agriculture Robots Market: Vendor Landscape 

Some of the leading players operating in the global agriculture robots market are Autonomous Tractor Corporation, ISO Group, AGROBOT-Soluciones Robóticas Agrícolas SL, Blue River Technology, Inc., Autonomous Solution Inc., Agribotix LLC, Deere & Company, Energid Technologies Co., and Yamaha Corporation.

  Key questions answered in this report

What are the diverse growth parameters influencing the market?

Which regions will contribute largely to the growth of the market

What are the recent innovations and technological advancements in the market?

What are the emerging trends across the market?

How has COVID-19 affected the market?

What will be the post-pandemic scenario of the market?

What are the major threats that will dent the growth prospects of the market?

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Agricultural Drones Market Research Report

According to GMI Research’s latest report, the global agriculture drone market is anticipated to grow at a robust CAGR of 24.7% from 2020-2027. Increasing venture capital financing for the development of agriculture drones and easy accessibility of the data analytics are the key factors driving the global agricultural drones market.

Introduction of the Agricultural Drones Market:

An agriculture drone refers to an unmanned aerial vehicle (UAV) that is used in farming practices to monitor crop growth and raise crop protection. The key components of agriculture drones include controller systems, frames, propulsion systems, navigation systems, camera systems, and batteries. The agriculture drone helps in capturing high-resolution images, which is useful for data management and analysis. Agriculture drones help track crop conditions, reduce pest infestation, chances, and lower the chances of irrigation leakage. The agriculture drones can be used in a large range of applications such as nursery management, weed management, precision agriculture, livestock monitoring, and many more.

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Agricultural Drones Market Dynamics

The rising burden on the global food supply owing to the growing world population, increasing venture capital financing for the development of agriculture drones, and easy accessibility of the data analytics as well as software solutions for conducting field survey activities are some of the factors surging the growth of the agricultural drones market. Moreover, growing awareness of the precision agriculture technique, coupled with the integration of drone-based aerial intelligence into farming practices that decrease inputs and intensify crop yield, which will fuel the growth of the global agriculture drones market in the upcoming years. Rising usage of big data analytics and software solutions for agricultural field surveys and monitoring pest as well as disease infestation and increasing adoption of the aerial data collection tools in agriculture to predict soil conditions will enhance the demand for global agriculture drones in the upcoming years. On the other hand, rising concerns about data security regarding the civil and commercial application of drones and air-traffic management of commercial drones will hamper the growth of the global agriculture drones market.

Based on the region, North America is expected to dominate the market during the forecast period owing to favorable government initiatives such as the exemption from the Federal Aviation Administration (FAA) under the part 107 rule, which has raised the adoption rate of agricultural drones. Moreover, this is attracting many investments by venture capitalists in the agriculture drones market.

Leading Agricultural Drones Companies:

·        SZ DJI Technology Co., Ltd.

·        PrecisionHawk

·        Delair

·        Parrot Drones SAS

·        AeroVironment, Inc.

·        AgEagle Aerial Systems Inc.

·        Sentera, Inc.

·        Yamaha Motor Co., Ltd.

·        Wingtra AG

·        Pix4D SA

Agricultural Drones Market Segmentation:

Global Agricultural Drones Market Report Segment by Offering:

·        Hardware

o   Fixed Wing Drones

o     Rotary Blade Drones

o   Hybrid Drones

·        Software and Services

o   Data Management Software

o   Imaging Software

o   Data Analytics Software

o   Others

Global Agricultural Drones Market Report Segment by Component:

·        Frames

·        Controller Systems

·        Propulsion Systems

·        Camera Systems

o   Multispectral Cameras

o   IR Cameras

o   Thermal Cameras

o   Lidar Cameras

o   Others

·        Navigation Systems

o   Global Positioning System (GPS)

o   Geographic Information System (GIS)

·        Batteries

·        Others

Global Agricultural Drones Market Report Segment by Mode of Operation:

·        Remotely Operated Agriculture Drones

·        Semi-Autonomous Agriculture Drones

·        Fully-Autonomous Agriculture Drones

Global Agricultural Drones Market Report Segment by Range:

·        Visual Line of Sight (VLOS)

·        Extended Visual Line of Sight (EVLOS)

·        Beyond the Visual Line of Sight (BVLOS)

Global Agricultural Drones Market Report Segment by Application:

·        Precision Agriculture

o   Field Mapping

§  Weed Detection

§  Plant Counting

§  Crop Health Monitoring

§  Harvest Season Monitoring

§  Others

o   Variable Rate Application

o   Crop Scouting

o   Crop Spraying

o   Others

·        Livestock Monitoring

o   Livestock Behavior and Health Monitoring

·        Precision Fish Farming

o   Fish Tracking & Fleet Navigation

o   Water Quality Management

·        Precision Forestry

o   Genetics and Nurseries

o   Silviculture and Fire Management

o   Harvesting Management

o   Inventory and Logistics Management

·        Smart Greenhouse

·        Others

Global Agricultural Drones Market Report Segment by Region:

·        North America

o   United States of America

o   Canada

·        Asia Pacific

o   China

o   Japan

o   India

o   Rest of APAC

·        Europe

o   United Kingdom

o   Germany

o   France

o   Spain

o   Rest of Europe

·        RoW

o   Brazil

o   South Africa

o   Saudi Arabia

o   UAE

o   Rest of the world (remaining countries of the LAMEA region)

About GMI Research

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Agriculture Drones Market Projected to Witness Robust Development by 2027

The Global Agriculture Drones market research report provides an insightful analysis of the current market, along with a futuristic perspective on the growth of the market. The aim of this report is to provide beneficial information to clients, market players, and stakeholders and assist them in making fruitful business decisions according to the information provided. The report offers valuable insights into the market size, market share, revenue, sales volume, and CAGR. The information offered by the report gives an idea about the scope, potential, and profitability of the market.

The recent COVID-19 pandemic has drastically changed the dynamics of the market and resulted in an economic slowdown. The report covers an impact analysis of the pandemic on the overall market. It also includes the changes in demands and factors that might influence the growth or restrain the growth in a post-COVID-19 scenario. The report also consists of the present and future impact of COVID-19 on the market.

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Key participants include Honeycomb Corporation, Parrot SA, Ageagle LLC, DJI Technology, AeroVironment Inc., Yamaha Motor Co. Ltd., Ursula Agriculture, Delair-Tech SAS, Trimble Navigation Limited and Precisionhawk, among others.

The forecast estimation states the global Agriculture Drones market is expected to dominate the economic sphere of the world with significant growth in the coming years. The growth is boosted by a change in demand patterns, rapidly developing infrastructure, technological advancements, and product advancements. The current and emerging trends are expected to shape up the industry and help in gaining a strong foothold in the global market to contribute to the revenue generation.

The Global Agriculture Drones market is further analyzed on the basis of key companies operating in the business sphere and major geographical regions where the market has a substantial size and growth rate.

Component Outlook (Volume, Thousand Units; Revenue, USD Billion; 2016-2026)

Hardware

Software and Services

Integrant Outlook (Volume, Thousand Units; Revenue, USD Billion; 2016-2026)

Controller System

Propulsion System

Camera System

Frames

Navigation System

Batteries

Others

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Application Outlook (Volume, Thousand Units; Revenue, USD Billion; 2016-2026)

Crop Scouting

Field Mapping

Livestock Monitoring

Smart Greenhouse

Crop Spraying

Others

Zonal Partition of the Market: North America, Latin America, Europe, Asia-Pacific, and the Middle East & Africa.

The report covers extensive analysis of market segments that are anticipated to lead by the end of the forecast period (2020-2027). The report puts a special emphasis on the upstream raw materials, downstream buyers, industrial chain analysis, technological and product advancements, and production and manufacturing capacities of the Agriculture Drones market. Moreover, the report provides an in-depth analysis of the core segments of the market by analysis of the applications, types, consumption patterns, market drivers and restraints, and challenges to be faced in the market.

The research study focuses on the emerging development patterns and manufacturing processes anticipated to boost the growth of the market. It also includes extensive profiles of prominent contenders of the industry and provides a complete analysis inclusive of their market share, market size, production capacity, sales and distribution network, import/export activity, and product portfolios.

Major objectives of the Global Agriculture Drones Report:

·         Analysis and forecast estimation of the Global Agriculture Drones Market based on the market segmentation into types, applications, and regions

·         Analysis of micro and macroeconomic factors affecting the global Agriculture Drones market

·         Valuable insight into the major drivers, limitations, opportunities, and challenges faced by the global Agriculture Drones market and its players

·         In-depth analysis of the prominent contenders along with their business strategies and expansion plans

·         Strategic recommendations to the established companies as well as new entrants to assist in the formulation of investment plans

·         Comprehensive analysis of the competitive landscape of the Agriculture Drones industry

To summarize, the report provides a better understanding to the reader about the Agriculture Drones industry by offering a detailed explanation of the competitive landscape, industry environment, market projections, growth driving and restraining factors, limitations, entry barriers, and opportunities. The report also covers the regulatory framework, investment opportunities, and other growth driving factors. The report allows the reader to gather insightful information about each segment of the market and provides a historical, present, and prospective outlook of the market.

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Agriculture Drones Market Size, Cost Structures, Industry Statistics and Forecasts to 2026

This analysis of the Global Agriculture Drones Market aims to offer relevant and well-researched insights into the contemporary market scenario and the emergent growth dynamics. The report on Agriculture Drones Market also gives the market players and fresh contenders a holistic view of the global market landscape. The comprehensive study will help both established and emerging players formulate lucrative business strategies and realize their short-term and long-term goals.

The Agriculture Drones industry has witnessed a stable growth rate in the past decade and is expected to continue on the same path in the forthcoming decades. Therefore, it is crucial to recognize all investment opportunities, potential market threats, restraining factors, challenges, market dynamics, and technological development to intensify footholds in the Agriculture Drones sector. This report has evaluated all the above mentioned aspects to present a detailed assessment to the reader to assist them in achieving the desired growth in their businesses.

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Companies profiled for this market study

Honeycomb Corporation, Parrot SA, Ageagle LLC, DJI Technology, AeroVironment Inc., Yamaha Motor Co. Ltd., Ursula Agriculture, Delair-Tech SAS, Trimble Navigation Limited and Precisionhawk, among others.

For the purpose of this report, Reports and Data have segmented into the global agriculture drone market on the basis of Component, Integrant, Application, and Region:

Component Outlook (Volume, Thousand Units; Revenue, USD Billion; 2016-2026)

Hardware

Software and Services

Integrant Outlook (Volume, Thousand Units; Revenue, USD Billion; 2016-2026)

Controller System

Propulsion System

Camera System

Frames

Navigation System

Batteries

Others

Application Outlook (Volume, Thousand Units; Revenue, USD Billion; 2016-2026)

Crop Scouting

Field Mapping

Livestock Monitoring

Smart Greenhouse

Crop Spraying

Others

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Table of Contents:

Study Coverage: It includes key manufacturers covered, key market segments, the scope of products offered in the global Agriculture Drones market, duration considered, and objectives of the research. Additionally, it segments the market on the basis of product type and application.

Executive Summary: It offers a summary of other key studies, annual growth rate, competitive landscape, driving factors, market trends and issues, and macroscopic indicators.

Production by Region: Here, the report delivers information related to import and export, production, revenue, and key players of all regional markets inspected in the report.

Profile of Manufacturers: Each firm profiled in this segment is investigated by means of SWOT analysis, available products, global production, value, capacity, and other crucial factors.

Highlights the following key factors:

1) Business description-Detailed description of a firm’s operations and business segments.

2) Corporate strategy – Analyst’s summarization of the company’s business strategy.

3) SWOT Analysis – A detailed analysis of the company’s strengths, weaknesses, opportunities, and challenges.

4) Company history – A company’s evolution, highlighting its key events through the years.

5) Major products and services – A list of flagship products, services, and brands of the company.

6) Key competitors – A list of key competitors of the company.

7) Important locations and subsidiaries – A list and contact details of key locations and subsidiaries of the company.

8) Detailed financial ratios for the past five years – The latest financial ratios derived from annual financial statements released by the company in the last five years.

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The growth of this market across the globe is dependent on multiple factors; including consumer base of several Agriculture Drones products, inorganic growth models adopted by companies, price volatility of feedstocks, and product innovation, along with their economic prospects in both producer and consumer nations.

Overall, this report provides a clear view of every vital factor of the market without the need to refer to any other research reports or data sources. Our report will equip you with all the strategically vital facts about the past, present, and future of the market.

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Kenya Precision Agriculture Market Trends, Share, Industry, Forecast and outlook (2024-2031)

 According to the January 2025 Datam Intelligence report, the Kenya Precision Agriculture Market Trends is expected to grow at a high compound annual growth rate over the 2024–2031 period, although specific historical and forecasted revenue figures are proprietary and not publicly disclosed .

Latest News & Trends Kenya’s agricultural sector is rapidly embracing digital transformation. In early 2025, the Kenyan government launched the Data for Soil Health and Innovation Challenges, inviting innovators to develop AI- and big-data–driven solutions to monitor soil fertility and boost yields across the country Complementing this, the “Third Eye” project deployed AI‐powered drones to map soil moisture and detect early pest infestations—reducing crop losses by up to 15% in pilot regions. Meanwhile, agritech platforms such as Mercy Corps’ AgriFin Digital Advisor have scaled mobile-based agronomic advice to more than 200,000 smallholders, driving precision‐tech adoption across rural Kenya 

Market Segmentation The Kenyan market can be described in four key segments, each supported by quantitative insights drawn from global benchmarks:

By Technology: Guidance systems, variable-rate technology, remote sensing, crop scouting, precision irrigation, yield monitoring, financial and labor management. Globally, guidance systems accounted for the largest share of the precision‐agriculture market in 2024, while variable-rate technology is projected to grow fastest at a 13.6% CAGR through 2028

By Offering: Hardware, software, services. In 2024, the global hardware segment led with over 66% market share, owing to investments in sensors, drones, and automated machinery; software is the fastest-growing, with the global precision‐farming software market set to expand from USD 1.7 billion in 2024 to USD 3.1 billion by 2029 (12.5% CAGR)

By Application: Field mapping, yield monitoring, seeding & spraying, crop monitoring, precision irrigation, other applications. Yield monitoring held the largest global share in 2024 at over 42%, driven by farmers’ need for real-time harvest data and spatial yield analysis

By Region (within Kenya): Nairobi, Mombasa, Kisumu, Nakuru, Eldoret, Rest of Kenya. Although regional revenue breakdowns for Kenya are unpublished, global trends point to Asia Pacific as the fastest-growing region, while North America retains the largest share

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Regional Analysis: United States & Japan

United States: The U.S. precision-farming market generated USD 2,615.0 million in revenue in 2023 and is projected to reach USD 4,865.9 million by 2030, growing at a 9.3% CAGR. Hardware led revenue in 2023, while software is the fastest-growing segment. Growth is fueled by widespread IoT and data-analytics adoption, and supported by USDA programs such as the 2023 Farm Bill’s conservation technology incentives

Japan: In 2023, Japan’s precision-farming market generated USD 278.5 million and is expected to grow at a 14.7% CAGR to USD 726.4 million by 2030. Hardware comprised the largest offering in 2023; software led growth prospects. The Smart Agriculture Promotion Act (2018) and subsidies for IoT‐enabled sensors have been key policy drivers

Key Highlights from Reports

High Growth Prospects: Kenya is pegged for a “high” CAGR through 2031, reflecting accelerating digital‐agriculture adoption .

Resource Optimization: Chronic undernourishment (24.2% in 2016) and recurring drought risks underscore the urgency for precision solutions to boost yields and conserve inputs .

Competitive Strategies: Leading companies are pursuing M&A, partnerships, and product launches—e.g., John Deere’s 2024 FarmSight platform expansion and AGCO’s next-gen guidance systems in late 2023 .

Key Players & Competitors Major players in the Kenyan market include AGCO Corporation, Usomi, AG Junction Inc., Crop Metrics LLC, Deere & Company, Farmers Edge Inc., Grownetics Inc., Granular Inc., Crop Nuts, and Ujuzi Kilimo . The top five by market influence and recent activity are:

Deere & Company – Expanded FarmSight analytics suite in 2024.

AGCO Corporation – Launched new guidance systems in Q4 2023.

Farmers Edge Inc. – Acquired SST Development Group for USD 30 million in 2022.

Granular Inc. – Rolled out smallholder analytics tools across East Africa in 2024.

Ujuzi Kilimo – Partnered with the Kenyan government on nationwide soil-sensor networks.

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Conclusion Kenya’s precision agriculture market is on the cusp of a transformational leap. Strong government-led strategies, private-sector innovations, and unmet food-security needs converge to create fertile ground for digital-agriculture solutions. While precise revenue figures remain proprietary, qualitative indicators—high projected CAGRs, rapid project deployments, robust policy support—signal sustained growth. Continued collaboration among policymakers, technology providers, and farmers will be essential to harness precision agriculture’s full potential in Kenya and beyond.

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Agriculture Drone‎ Market  Worldwide Opportunities, Driving Forces, Future Potential 2026

A Agriculture Drone is laid in the seabed and relies on land-based stations to carry telecommunications signals across the oceans and seas. Endpoint security solutions are emerging due to the evolving rate of attackers and threats faced by various enterprises. Endpoint security vendors are anticipated to implement solutions for advanced attack techniques. Enterprise security systems need to be updated with the developments in endpoint security products, vendors to mitigate the threats that they might face in the future. 

Scope of the Report: The report underlines the market trends drawn after the assessment of the past data gathered from 2016 and 2017 and performs a comprehensive study of the trends in the sector to derive market insights and calculate the CAGR that can be expected in the forecast years. The report also scrutinizes the financial performance, novel technologies, and strategic expansion undertaken by the company, which includes mergers and acquisitions and collaborations. The study also outlines the technological advancements in the sector, especially those credited to top companies in the industry. The report categorizes the industry by inspecting the competitive landscape in the global setting and individually profiling key players and new entrants engaged in the sector.

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The Global Agriculture Drone‎ Market Can Be Segmented By:

Leading Players:  Honeycomb Corporation, Parrot SA, Ageagle LLC, DJI Technology, AeroVironment Inc., Yamaha Motor Co. Ltd., Ursula Agriculture, Delair-Tech SAS, Trimble Navigation Limited and Precisionhawk.

Segments covered in the report:

Component Outlook (Volume, Thousand Units; Revenue, USD Billion; 2016-2026)

Hardware

Software and Services

Integrant Outlook (Volume, Thousand Units; Revenue, USD Billion; 2016-2026)

Controller System

Propulsion System

Camera System

Frames

Navigation System

Batteries

Others

Application Outlook (Volume, Thousand Units; Revenue, USD Billion; 2016-2026)

Crop Scouting

Field Mapping

Livestock Monitoring

Smart Greenhouse

Crop Spraying

Others

This investigative report on the Global Agriculture Drone‎ Market gives a comprehensive overview of the current market development, highlighting key market dynamics. The study also provides a meticulous evaluation of the key threats faced by the pioneers of the market, which allows the participants to comprehend the challenges they may encounter in the future as part of the global market in the forecast duration.

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The Market Report Contains The Following Chapters: Chapter 1: This report on the Global Agriculture Drone‎ Market brings in one place all the vital information pertaining to the sector. Chapter 2: The report comprises of a detailed analysis of players that account for a significant portion of the global market share in the Agriculture Drone‎ industry, highlighting the company’s latest technological advancement in the market, and the product profile currently available in the market, as well as the regions where they predominantly operate. Chapter 3: It helps understand the major product segments and the future of the Global Agriculture Drone‎ Market. It gives strategic measures in key business segments based on market estimations. Chapter 4: The report also provides an eight-year forecast survey predicting the growth of the market in the forecast duration.

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The Agriculture Drone‎ industry research report outlines aspects like production, demand and supply, sales, and the contemporary market scenario exhaustively. Additionally, the report sheds light on production shares and market product sales, as well as production capacity, sales, and revenue. Other market aspects such as import/export dynamics, demand, supply, gross margin, and industry chain structure have also been assessed in the Global Agriculture Drone‎ Market report.

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[prajnene]

Opportunities and Challenges in the Actuators Market by 2027

The global agriculture drone market size is projected to reach USD 3,697.4 million by 2027, exhibiting a CAGR of 18.14% during the forecast period. Emergence of startups specializing in developing unmanned aerial vehicles (UAVs) for agriculture will significantly enhance the potential of the market. Fortune Business Insights™ shares this observation in its report, titled “Agriculture Drone Market Size, Share & Industry Analysis, By Type (Fixed Wing, Rotary Wing, and Hybrid), By Components (Hardware [Frames, Control Systems, Propulsion System, Navigation System, Payload, Avionics, Others] and Software [Imaging Software, Data Management Software, Data Analytics Software, Others]), By Application (Field Mapping & Monitoring, Crop Spraying, Crop Scouting, Variable Rate Application, Livestock Monitoring, Others), and Regional Forecast, 2020-2027”.

Market Driver

Skyrocketing Demand for Food Worldwide to Propel the Market

The most critical factor driving the agriculture drone market growth is the expected levels of demand for food and grains worldwide in the next few decades. According to the UN, by 2050, world population will reach 9.1 billion, with sub-Saharan Africa’s population projected to grow the fastest. To meet the food requirements of this surging number of people, the Food and Agriculture Organization (FAO) estimates that the overall food production will need to rise by 70% and production in developing countries will need to double from the current levels. Agriculture drones will play a central role in supporting the efforts of governments in elevating their farm yields. These UAVs offer wide-ranging and decisive advantages to farmers, who can make enormous gains from these machines. For example, drones equipped with smart sensors can enable farmers to collect accurate information on soil conditions. Drones can also spray crops with insecticides and pesticides, thus minimizing farmers’ contact with these harmful chemicals.

Browse In-depth Summary of This Research Insight:

Regional Insights

Quick Adoption of Advanced Drones for Agriculture to Feed Market Growth in North America

North America, with a market size of USD 367.6 million in 2019, is anticipated to lead the agriculture drone market share during the forecast period. This is mainly attributable to the rapid uptake of advanced UAVs by farmers in the region to increase farm output. Complementing this is the framing of friendly policies by lawmakers in the region supporting deployment of commercial drones and small UAVs for agricultural activities. Asia Pacific is expected to generate tremendous growth opportunities for this market as the countries in the region are heavily dependent on agriculture and are making massive investments to make agriculture more technology-driven. In Europe, the ability of farmers to utilize drone technology for better farm yields will augur well for the market.

Industry Developments:

April 2020: DJI, the Chinese drone maker, released its new offering called the “Mavic Air 2” drone, the successor to the company’s 2018 Mavic Air drone. The new product comes in two variants, the standard and the Fly More, with both being available for immediate purchase in China.

September 2019: AeroVironment launched the enhanced, next-gen version of its flagship Quantix VTOL hybrid drone and the AeroVironment Decision Support System for precision farming. Equipped with sensors and multispectral imagery capabilities, Quantix is designed to perform crop scouting and can survey up to 400 acres within 45 minutes.

List of Key Players Covered in the Agriculture Drone Market Report:

Delair Tech SAS (France)

Parrot Drone (France)

3D Robotics (the US)

AeroVironment Inc. (the US)

GoPro (the US)

Drone Deploy (the US)

Sintera LLC (the US)

Ag Eagle (the US)

Trimble Navigation Ltd. (the US)

Precision Hawk (the US)

DJI (China)

[sciforce]

Smart Farming, or the Future of Agriculture

We are a Ukraine-based company which means that our parents and grandparents lived in the era of infamous Soviet collective farms, where tractors were considered to be an ultimate technology. For them, a smart farm will sound like a fairy tale.

So let it be, a fairy tale of a smart farm.

First of all, what is a smart farm?

Smart Farming is a concept of farming management using modern Information and Communication Technologies to increase the quantity and quality of products.

Among the technologies available for present-day farmers there are

Sensing technologies, including soil scanning, water, light, humidity, temperature management;

Software applications — specialized software solutions that target specific farm types;

Communication technologies, such as cellular communication;

Positioning technologies, including GPS;

Hardware and software systems that enable IoT-based solutions, robotics and automation; and

Data analytics, that underlies the decision making and prediction processes.

Technologies involved in smart farming, according to Beecham Research

Armed with all possible tools, farmers can monitor the field conditions without even going to the field and make strategic decisions for the whole farm or for a single plant.

The driving force of the smart farming is the IoT — the concept of connected smart machines and sensors integrated on farms to make farming processes data-driven and data-enabled.

IoT-based farming cycle:

The core of the IoT is the data — and more data. To optimize the farming process, IoT devices installed on a farm should collect and process data in a repeated cycle that enables farmers to quickly react to emerging issues and changes in ambient conditions.

Observation — sensors record observational data from the crops, livestock, the soil or atmosphere.

Diagnostics — the sensor values are fed to specific software with predefined decision rules and models that ascertains the condition of the examined object and any deficiencies or needs.

Decisions — after issues are revealed, the software determines whether location-specific treatment is necessary and if so, which.

Implementation — the treatment needs to be performed by means of the correct operation of machines.

After evaluation, the cycle repeats from the beginning.

Applications of IoT in agriculture

It is believed that the IoT can add value to all areas of farming from growing crops to forestry. In this blogpost, we’ll talk about two big spheres where IoT systems can revolutionize agriculture: precision farming and farming automation/robotization.

Precision Farming

Precision farming, or precision agriculture, is an umbrella notion for IoT-based approaches that make farming more controlled and accurate. In simple words, plants and cattle get precisely the treatment they need, determined with great accuracy. The biggest difference from the classical approach is that precision farming allows decisions to be made per square meter or even per plant/animal rather than for a field.

By precisely measuring variations within a field, farmers can boost the effectiveness of pesticides and fertilizers, or use them selectively.

Precision Livestock Farming

Like in the case of precision agriculture, Smart Farming techniques, enable farmers to better monitor the needs of individual animals and adjust their nutrition correspondingly, thereby preventing disease and enhancing herd health.

Besides, large farm owners can use wireless IoT applications to monitor the location, well-being, and health of their cattle. With this information they can identify animals that are sick so they can be separated from the herd, and prevent the spread of disease.

Automation in Smart Greenhouses

Traditional greenhouses control the environmental parameters through manual intervention or a proportional control mechanism which often results in production loss, energy loss, and increased labor cost.

And IoT driven smart greenhouse intelligently monitors as well as controls the climate, eliminating the need for manual intervention. To do so, different sensors that measure the environmental parameters according to the plant requirement are used and store it in a cloud for further processing and control with minimal manual intervention.

Agricultural Drones

Agriculture is one of the major industries to incorporate both ground-based and aerial drones for crop health assessment, irrigation, crop monitoring, crop spraying, planting, soil and field analysis and other spheres.

Since drones collect multispectral, thermal, and visual imagery during the flight, the collected data provide farmers with insights into plant health indices, plant counting and yield prediction, plant height measurement, canopy cover mapping, field water ponding mapping, scouting reports, stockpile measuring, chlorophyll measurement, nitrogen content in wheat, drainage mapping, weed pressure mapping, and so on.

Importantly, IoT-based smart farming targets not only large-scale farming operations, but can also add value to growing trends in agriculture like organic farming, family farming, including breeding particular cattle and/or growing specific cultures, preservation of particular or high quality varieties etc., and enhance highly transparent farming to consumers, society and market consciousness.

Internet of food and farm 2020

If we have the Internet of Things and the Internet of Medical Things, why not have one for food? The European Commission project Internet of Food and Farm 2020 (IoF2020), a part of Horizon 2020 Industrial Leadership, explores through research and regular conferences the potential of IoT technologies for the European food and farming industry.

It is believed that the potential of a smart web of sensors, actuators, cameras, robots, drones, and other connected devices brings an unprecedented level of control and automated decision-making and makes it possible to build a lasting innovative ecosystem.

Third Green Revolution

Smart Farming and IoT-driven agriculture pave the way for what can be called a Third Green Revolution.

Following the plant breeding and genetics revolutions, the Third Green Revolution is taking over the agriculture based upon the combined application of Information and Communication Technologies such as precision equipment, the Internet of Things, sensors and actuators, geo-positioning systems, Big Data, Unmanned Aerial Vehicles (UAVs, drones), robotics, etc.

In the future depicted by this revolution, pesticide and fertilizer use will drop while overall efficiency will be optimized. IoT technologies will enable better traceability of food which in turn will lead to increased food safety. It will also be beneficial for the environment, for example, through more efficient use of water, or optimization of treatments and inputs.

Therefore, Smart Farming has a real potential to deliver a more productive and sustainable agricultural production, based on a more precise and resource-efficient approach. New farms will finally realize the eternal dream of the mankind and feed our growing population that may reach 9.6 billion by 2050.

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The Farms of the Future Will Be Automated From Seed to Harvest

Swarms of drones buzz overhead, while robotic vehicles crawl across the landscape. Orbiting satellites snap high-resolution images of the scene far below. Not one human being can be seen in the pre-dawn glow spreading across the land.

This isn’t some post-apocalyptic vision of the future à la The Terminator. This is a snapshot of the farm of the future. Every phase of the operation—from seed to harvest—may someday be automated, without the need to ever get one’s fingernails dirty.

In fact, it’s science fiction already being engineered into reality. Today, robots empowered with artificial intelligence can zap weeds with preternatural precision, while autonomous tractors move with tireless efficiency across the farmland. Satellites can assess crop health from outer space, providing gobs of data to help produce the sort of business intelligence once accessible only to Fortune 500 companies.

“Precision agriculture is on the brink of a new phase of development involving smart machines that can operate by themselves, which will allow production agriculture to become significantly more efficient. Precision agriculture is becoming robotic agriculture,” said professor Simon Blackmore last year during a conference in Asia on the latest developments in robotic agriculture. Blackmore is head of engineering at Harper Adams University and head of the National Centre for Precision Farming in the UK.

It’s Blackmore’s university that recently showcased what may someday be possible. The project, dubbed Hands Free Hectare and led by researchers from Harper Adams and private industry, farmed one hectare (about 2.5 acres) of spring barley without one person ever setting foot in the field.

The team re-purposed, re-wired and roboticized farm equipment ranging from a Japanese tractor to a 25-year-old combine. Drones served as scouts to survey the operation and collect samples to help the team monitor the progress of the barley. At the end of the season, the robo farmers harvested about 4.5 tons of barley at a price tag of £200,000.

“This project aimed to prove that there’s no technological reason why a field can’t be farmed without humans working the land directly now, and we’ve done that,” said Martin Abell, mechatronics researcher for Precision Decisions, which partnered with Harper Adams, in a press release.

I, Robot Farmer

The Harper Adams experiment is the latest example of how machines are disrupting the agricultural industry. Around the same time that the Hands Free Hectare combine was harvesting barley, Deere & Company announced it would acquire a startup called Blue River Technology for a reported $305 million.

Blue River has developed a “see-and-spray” system that combines computer vision and artificial intelligence to discriminate between crops and weeds. It hits the former with fertilizer and blasts the latter with herbicides with such precision that it can eliminate 90 percent of the chemicals used in conventional agriculture.

It’s not just farmland that’s getting a helping hand from robots. A California company called Abundant Robotics, spun out of the nonprofit research institute SRI International, is developing robots capable of picking apples with vacuum-like arms that suck the fruit straight off the trees in the orchards.

“Traditional robots were designed to perform very specific tasks over and over again. But the robots that will be used in food and agricultural applications will have to be much more flexible than what we’ve seen in automotive manufacturing plants in order to deal with natural variation in food products or the outdoor environment,” Dan Harburg, an associate at venture capital firm Anterra Capital who previously worked at a Massachusetts-based startup making a robotic arm capable of grabbing fruit, told AgFunder News.

“This means ag-focused robotics startups have to design systems from the ground up, which can take time and money, and their robots have to be able to complete multiple tasks to avoid sitting on the shelf for a significant portion of the year,” he noted.

Eyes in the Sky

It will take more than an army of robotic tractors to grow a successful crop. The farm of the future will rely on drones, satellites, and other airborne instruments to provide data about their crops on the ground.

Companies like Descartes Labs, for instance, employ machine learning to analyze satellite imagery to forecast soy and corn yields. The Los Alamos, New Mexico startup collects five terabytes of data every day from multiple satellite constellations, including NASA and the European Space Agency. Combined with weather readings and other real-time inputs, Descartes Labs can predict cornfield yields with 99 percent accuracy. Its AI platform can even assess crop health from infrared readings.

The US agency DARPA recently granted Descartes Labs $1.5 million to monitor and analyze wheat yields in the Middle East and Africa. The idea is that accurate forecasts may help identify regions at risk of crop failure, which could lead to famine and political unrest. Another company called TellusLabs out of Somerville, Massachusetts also employs machine learning algorithms to predict corn and soy yields with similar accuracy from satellite imagery.

Farmers don’t have to reach orbit to get insights on their cropland. A startup in Oakland, Ceres Imaging, produces high-resolution imagery from multispectral cameras flown across fields aboard small planes. The snapshots capture the landscape at different wavelengths, identifying insights into problems like water stress, as well as providing estimates of chlorophyll and nitrogen levels. The geo-tagged images mean farmers can easily locate areas that need to be addressed.

Growing From the Inside

Even the best intelligence—whether from drones, satellites, or machine learning algorithms—will be challenged to predict the unpredictable issues posed by climate change. That’s one reason more and more companies are betting the farm on what’s called controlled environment agriculture. Today, that doesn’t just mean fancy greenhouses, but everything from warehouse-sized, automated vertical farms to grow rooms run by robots, located not in the emptiness of Kansas or Nebraska but smack dab in the middle of the main streets of America.

Proponents of these new concepts argue these high-tech indoor farms can produce much higher yields while drastically reducing water usage and synthetic inputs like fertilizer and herbicides.

Iron Ox, out of San Francisco, is developing one-acre urban greenhouses that will be operated by robots and reportedly capable of producing the equivalent of 30 acres of farmland. Powered by artificial intelligence, a team of three robots will run the entire operation of planting, nurturing, and harvesting the crops.

Vertical farming startup Plenty, also based in San Francisco, uses AI to automate its operations, and got a $200 million vote of confidence from the SoftBank Vision Fund earlier this year. The company claims its system uses only 1 percent of the water consumed in conventional agriculture while producing 350 times as much produce. Plenty is part of a new crop of urban-oriented farms, including Bowery Farming and AeroFarms.

“What I can envision is locating a larger scale indoor farm in the economically disadvantaged food desert, in order to stimulate a broader economic impact that could create jobs and generate income for that area,” said Dr. Gary Stutte, an expert in space agriculture and controlled environment agriculture, in an interview with AgFunder News. “The indoor agriculture model is adaptable to becoming an engine for economic growth and food security in both rural and urban food deserts.”

Still, the model is not without its own challenges and criticisms. Most of what these farms can produce falls into the “leafy greens” category and often comes with a premium price, which seems antithetical to the proposed mission of creating oases in the food deserts of cities. While water usage may be minimized, the electricity required to power the operation, especially the LEDs (which played a huge part in revolutionizing indoor agriculture), are not cheap.

Still, all of these advances, from robo farmers to automated greenhouses, may need to be part of a future where nearly 10 billion people will inhabit the planet by 2050. An oft-quoted statistic from the Food and Agriculture Organization of the United Nations says the world must boost food production by 70 percent to meet the needs of the population. Technology may not save the world, but it will help feed it.

Image Credit: Valentin Valkov / Shutterstock.com