As one of the earliest remote sensing indices, the Normalized Difference Vegetation Index
(NDVI) has been employed extensively for vegetation research. However, despite an …

Plant phenoty** is important for plants to cope with environmental changes and ensure
plant health. Imaging techniques are perceived as the most critical and reliable tools for …

Precise and timely estimation of crop canopy water status is of great importance for precision
irrigation. The unmanned aerial vehicle (UAV)-based remote sensing technology has …

Accurately monitoring the crop water conditions (CWC) is vital for agricultural water
management. Traditional in situ measurements are limited by inefficiency and lack of spatial …

The estimation of water status of maize is important for evaluating crop growth and
conducting precision irrigation. The development of unmanned aerial vehicles (UAVs) …

Going beyond previous work, this paper presents a systematic literature review that explores
the deployment of satellites, drones, and ground-based sensors for yield prediction in …

Agricultural water accounts for more than 70% of the total global water usage, and the
scarcity of global freshwater resources will largely limit global agricultural production …

Yield prediction has long been a valuable tool for farmers seeking to enhance crop
production. Among the many ways to predict yield, the integration of machine learning (ML) …