Crop Monitoring Market By Technology (Remote Sensing, Satellite Imaging, UAV/Drones, IoT-Based Sensors, GPS Systems, AI & Machine Learning Platforms); By Offering (Hardware: Sensors (Soil, Climate, Water), Drones/UAVs, GPS Systems, Cameras, Weather Stations; Software: Data Analytics Platforms, Monitoring and Control Systems, Cloud-Based Solutions; Services: Integration & Consulting, Maintenance & Support, Managed Services); By Application (Field Mapping, Yield Monitoring, Soil Monitoring, Weather Monitoring, Crop Health Monitoring, Irrigation Monitoring, Pest and Disease Monitoring, Fertilizer Management); By End-User (Farmers and Growers, Agribusinesses, Research Institutions, Government Bodies, Cooperatives); By Geography, Segment revenue estimation, Forecast, 2024-2032.

The crop monitoring market was worth USD 3.4 billion in 2023 and will be worth USD 7.0 billion by 2030, growing at a CAGR of 9.5% during the forecast period.

 

The crop monitoring market is fueled by the increasing demand for precision agriculture for better crop production and efficiency, as the global population is expected to rise by 70% by 2050. Farmers are utilizing smart technology, including IoT sensors, drones, and imagery satellites for crops' health, soil, and weather conditions. For example, the use of drones in agriculture has grown by 30% annually, enabling farmers to collect detailed data on crop conditions and detect issues such as disease or water stress early. Recent developments include AI-driven platforms that analyze this data and provide actionable insights, helping farmers make informed decisions on irrigation, pesticide use, and harvesting, thus improving efficiency and reducing costs. These technologies are rapidly important as farmers struggle with conditions such as global warming or concerns for conservation farming practices.

 

One of the major potential development areas in the crop monitoring market is the use of AI, drones, and satellite imagery for improved precision agriculture. As agriculture worldwide is projected to feed the increasing population by providing 70 percent more food in 2050, innovative crop management solutions are imperative. For instance, the use of AI-powered drones in crop monitoring is projected to grow by 25% annually, allowing farmers to collect real-time data on soil health, crop stress, and irrigation needs.  Recent developments include platforms integrating satellite data with IoT sensors to predict weather changes and optimize fertilizer application, reducing resource use by up to 20%. These innovations assist farmers in enhancing production and decision-making processes that enable new growth opportunities in the areas that aim at improving farming productivity levels while increasing sustainability.

 

 

Market Segmentation

By Technology:

• Remote Sensing

• Satellite Imaging

• UAV/Drones

• IoT-Based Sensors

• GPS Systems

• AI & Machine Learning Platforms

 

By Offering:

• Hardware

  • Sensors (Soil, Climate, Water)

  • Drones/UAVs

  • GPS Systems

  • Cameras

  • Weather Stations

• Software

  • Data Analytics Platforms

  • Monitoring and Control Systems

  • Cloud-Based Solutions

• Services

  • Integration & Consulting

  • Maintenance & Support

  • Managed Services

 

By Application:

• Field Mapping

• Yield Monitoring

• Soil Monitoring

• Weather Monitoring

• Crop Health Monitoring

• Irrigation Monitoring

• Pest and Disease Monitoring

• Fertilizer Management

 

By End-User:

• Farmers and Growers

• Agribusinesses

• Research Institutions

• Government Bodies

• Cooperatives

 

By Region

North America

• US

• Mexico

• Canada

• Rest of North America

 

Europe

• Switzerland

• Russia

• France

• Germany

• U.K

• Finland

• Turkey

• Netherlands

• Belgium

• Spain

• Italy

• Rest of Europe

 

Asia Pacific

• India

• China

• South Korea

• Japan

• Singapore

• Thailand

• Indonesia

• Malaysia

• Philippines

• Australia

• Rest of Asia-Pacific

 

LAMEA

• Brazil

• Argentina

• Uruguay

• Saudi Arabia

• Rest of LAMEA

 

Crop Monitoring Market: Segment Analysis

By Technology

Leading Segment: Satellite Imaging

Satellite imaging dominates the crop monitoring market, accounting for approximately 35% of market share. The technology is widely used due to its ability to provide large-scale, high-resolution imagery for agricultural productivity analysis. Governments & agribusinesses extensively use satellite imaging for precision farming and climate adaptation. For example, NASA’s Earth Observatory provides real-time crop monitoring data, helping farmers predict yield patterns and assess soil conditions. The segment is expected to maintain steady growth at a CAGR of 9.5% due to increasing reliance on remote sensing in agriculture.

Fastest-Growing Segment: AI & Machine Learning Platforms

AI and Machine Learning (ML) platforms are growing at an impressive CAGR of 14%, driven by the rising adoption of smart farming solutions. AI enables predictive analytics for crop yield estimation, pest outbreaks & soil moisture detection. Companies like Bayer CropScience & John Deere leverage AI-based crop monitoring platforms to enhance productivity and optimize resource allocation. AI-driven solutions are particularly beneficial in reducing fertilizer & pesticide usage, making them attractive for sustainable farming initiatives.

 

By Offering

Leading Segment: Sensors (Soil, Climate, Water)

Sensors hold a market share of around 40%, as they are the backbone of precision agriculture. Soil & climate sensors provide real-time data on moisture levels, temperature & nutrient content, allowing farmers to make informed decisions. The increasing adoption of IoT in agriculture has further propelled demand for these sensors. XAG Agricultural Drones integrate soil sensors to improve crop monitoring efficiency, reducing water & fertilizer wastage.

Fastest-Growing Segment: Data Analytics Platforms

Data analytics platforms are experiencing rapid growth at a CAGR of 13.8%, as farmers increasingly rely on AI-driven insights for decision-making. These platforms process real-time field data & provide actionable recommendations on irrigation, fertilization & pest control. IBM’s Watson Decision Platform for Agriculture is a key example of how AI-driven analytics enhance farm efficiency. The growing trend of digital transformation in agriculture is fueling demand for these platforms.

 

By Application

Leading Segment: Crop Health Monitoring

Crop health monitoring is the largest segment, holding a 30% market share, due to its critical role in detecting diseases, nutrient deficiencies, and stress factors in plants. Satellite imaging and UAV-based solutions help farmers assess crop health in real time. Planet Labs provides high-resolution satellite imagery that enables farmers to track vegetation health & detect pest infestations early.

Fastest-Growing Segment: Pest and Disease Monitoring

Pest & disease monitoring is growing at a CAGR of 12.5%, driven by the increasing need for proactive pest control solutions. IoT-based sensors and AI algorithms help in early detection, minimizing crop losses. Corteva Agriscience has developed AI-powered tools to identify pests & diseases, allowing farmers to take corrective measures before infestations spread. This segment is expected to grow further with the integration of predictive analytics.

 

By End-User

Leading Segment: Farmers and Growers

Farmers and growers account for the largest market share, approximately 45%, as they are the primary adopters of crop monitoring solutions. The rising cost of farming inputs and climate change concerns have driven farmers to integrate smart agriculture technologies. Trimble’s Precision Agriculture Solutions help farmers optimize their field operations, reducing input costs while maximizing yield.

Fastest-Growing Segment: Agribusinesses

Agribusinesses are expanding rapidly at a CAGR of 11.5%, as large agricultural corporations invest heavily in data-driven farming. Companies like Cargill & Syngenta use satellite imagery, IoT sensors & AI platforms to monitor vast farmlands, ensuring better supply chain management & sustainable farming practices.

 

By Region

Leading Region: North America

North America leads the crop monitoring market with a market share of 38%, driven by advanced agricultural practices & high adoption of precision farming solutions. The U.S. Department of Agriculture (USDA) has implemented numerous initiatives to promote digital farming. Companies like John Deere & AG Leader Technology are at the forefront of innovation, offering AI-powered monitoring solutions to American farmers.

Fastest-Growing Region: Asia Pacific

Asia Pacific is the fastest-growing region, expanding at a CAGR of 13.2%, fueled by the rapid adoption of smart farming technologies in China, India & Australia. Government programs such as India’s Pradhan Mantri Krishi Sinchayee Yojana (PMKSY) promote the use of IoT-based crop monitoring. Chinese agritech firms like XAG and DJI Agriculture are investing heavily in UAV-based crop monitoring, driving the regional market’s growth.

 

Key Players

• Trimble Inc.

• John Deere (Deere & Company)

• AG Leader Technology

• Topcon Agriculture

• Climate Corporation (a subsidiary of Bayer AG)

• Raven Industries

• PrecisionHawk

• Taranis

• AgJunction Inc.

• CropX Technologies

• SenseFly (a Parrot company

 

Crop Monitoring Market Report Coverage

Report Attribute	Details
Forecast Period	2023 – 2030
Market Size Value in 2023	USD 3.4 billion
Revenue Forecast in 2030	USD 7.0 billion
Overall Growth Rate	CAGR of 9.5%
Base Year for Estimation	2022
Historical Data	2017 – 2021
Unit	USD Billion, CAGR (2023 – 2030)
Segmentation	By Technology, By Offering, By Application, By End-User, By Region
By Technology	Remote Sensing, Satellite Imaging, UAV/Drones, IoT-Based Sensors, GPS Systems
By Offering	Hardware, Software, Services
By Application	Field Mapping, Yield Monitoring, Soil Monitoring, Weather Monitoring, Crop Health Monitoring
By End-User	Farmers, Agribusinesses, Research Institutions, Government Agencies
By Region	North America, Europe, Asia-Pacific, LAMEA
Country Scope	US, Canada, Mexico, UK, Germany, France, China, Japan, India, South Korea, Australia, etc.
Pricing and Purchase Options	Avail customized purchase options to meet your exact research needs.