Reviews In Food And Agriculture · 2023 · 28 citations · 31 references
AgricultureCrop SciencesPrecision AgricultureCrop ProductionNutrient ManagementVariable Rate TechnologyPrecision Crop ManagementPrecision IrrigationRemote Sensing For Crop ManagementSensor Data AcquisitionVariable Rate Fertilizer ApplicationVariable Rate Nutrient ManagementCrop MonitoringGeographic Information Systems (Gis) ApplicationsGround-based SensingPrecision Agriculture Data IntegrationPrecision Agriculture Data ManagementVariable Rate Seeding EquipmentVariable Seeding RatesVariable-rate Nutrient Application
Precision agriculture is a rapidly advancing field that combines advanced technologies and data analytics to improve crop productivity and resource management. This article reviews the advancements, technologies, and applications in precision agriculture. It explores the role of sensing technologies, such as remote sensing, ground-based sensors, and GPS/GIS applications, in data collection and analysis for informed decision-making. The article also examines the impact of variable rate technologies, including variable rate seeding, nutrient application, and irrigation, on optimizing input usage and improving crop performance. Furthermore, it discusses the integration of precision crop management techniques, such as remote sensing, artificial intelligence, and the Internet of Things (IoT), in enhancing farming practices. While precision agriculture offers significant benefits, challenges related to cost, accessibility, data management, and education need to be addressed. It is crucial to overcome these challenges to fully harness the potential of precision agriculture for sustainable and efficient food production. By acknowledging and addressing these challenges, farmers and stakeholders can work towards the widespread adoption of precision agriculture, leading to improved crop productivity, resource management, and environmental sustainability.
31
Tanha Talaviya, Dhara Shah, Nivedita Patel et al. · Artificial Intelligence in Agriculture · 2020 · 876 citations · Full text
Engineering, Agricultural Engineering, Agricultural Automation +16
Smart Farming: Internet of Things (IoT)-Based Sustainable Agriculture
D Muthumanickam, C. Poongodi, R. Kumaraperumal et al. · Agriculture · 2022 · 690 citations · Full text
Agriculture, Agricultural Engineering, Sustainable Agriculture +17
Remote Sensing for Crop Management
Paul J. Pinter, Jerry L. Hatfield, James S. Schepers et al. · Photogrammetric Engineering & Remote Sensing · 2003 · 634 citations · Full text
Agriculture, Agronomy, Crop Sciences +17
Sensing technologies for precision specialty crop production
Won Suk Lee, V. Alchanatis, Chenghai Yang et al. · Computers and Electronics in Agriculture · 2010 · 538 citations