Applications of remote sensing in precision agriculture: A review

RP Sishodia, RL Ray, SK Singh - Remote sensing, 2020 - mdpi.com
Agriculture provides for the most basic needs of humankind: food and fiber. The introduction
of new farming techniques in the past century (eg, during the Green Revolution) has helped …

Smart Sensors and Smart Data for Precision Agriculture: A Review

A Soussi, E Zero, R Sacile, D Trinchero, M Fossa - Sensors, 2024 - mdpi.com
Precision agriculture, driven by the convergence of smart sensors and advanced
technologies, has emerged as a transformative force in modern farming practices. The …

Early identification of crop type for smallholder farming systems using deep learning on time-series sentinel-2 imagery

HR Khan, Z Gillani, MH Jamal, A Athar, MT Chaudhry… - Sensors, 2023 - mdpi.com
Climate change and the COVID-19 pandemic have disrupted the food supply chain across
the globe and adversely affected food security. Early estimation of staple crops can assist …

Assessing Maize Yield Spatiotemporal Variability Using Unmanned Aerial Vehicles and Machine Learning

C de Villiers, Z Mashaba-Munghemezulu… - Geomatics, 2024 - mdpi.com
Optimizing the prediction of maize (Zea mays L.) yields in smallholder farming systems
enhances crop management and thus contributes to reducing hunger and achieving one of …

The correlation between proximal and remote sensing methods for monitoring soil water content in agricultural applications

E Romano, S Bergonzoli, C Bisaglia, R Picchio… - Electronics, 2022 - mdpi.com
Water shortages have increasingly become a global issue due to the acceleration of climate
change. The consumption of freshwater can be reduced to a minimum using water irrigation …

Opportunities for artificial intelligence in precision agriculture using satellite remote sensing

A Dakir, F Barramou, OB Alami - Geospatial Intelligence: Applications and …, 2022 - Springer
Precision agriculture has benefited from the development of emerging technologies like
Internet of Things (IoT), big data, and artificial intelligence (AI). The huge amount of high …

Assessing effects of salinity on the performance of a low-cost wireless soil water sensor

SR Peddinti, JW Hopmans, M Abou Najm, I Kisekka - Sensors, 2020 - mdpi.com
Low-cost, accurate soil water sensors combined with wireless communication in an internet
of things (IoT) framework can be harnessed to enhance the benefits of precision irrigation …

Broad Scope of Site‐Specific Crop Management and Specific Role of Remote Sensing Technologies Within It—A Review

A Ali, MU Hassan, HP Kaul - Journal of Agronomy and Crop …, 2024 - Wiley Online Library
Precision agriculture (PA) has great potential to increase agricultural productivity and
profitability while reducing input costs and environmental impacts. Within PA, site‐specific …

Crop Health monitoring through remote sensing: A review

M Gajbhiye, KK Agrawal, AK Jha… - International …, 2023 - info.submit4journal.com
Agriculture is basis of livelihood for a major portion of world population. It provides food to
humans. With the increasing population and climate change there is need to enhance …

A review on applications and utility of remote sensing and geographic information systems in agriculture and natural resource management

D Katkani, A Babbar, VK Mishra… - International …, 2022 - journal.scienceopenlibraries.com
Emerging technologies include remote sensing, global positioning systems (GPS),
geographic information systems (GIS), and the Internet of Things. The Internet of Things …