Modern agriculture and food production systems are facing increasing pressures from
climate change, land and water availability, and, more recently, a pandemic. These factors …

CONTEXT With the warming trend and the increasing frequency of extreme weather events,
accurate crop yield estimation is becoming urgent. Crop yield estimation mainly consists of …

Early and reliable crop yield prediction on a large scale is imperative for making in-season
crop management decisions as well as for ensuring global food security. The integrated use …

CONTEXT Intensive food and feed production in sole-cropped, large fields with high fertilizer
and pesticide inputs to achieve high yields, has contributed to detrimental environmental …

Timely and accurate forecasting of winter wheat yield is important to crop management, food
security, and sustainable agricultural development. Unfortunately, the process of predicting …

Public domain synthetic-aperture radar (SAR) imagery, particularly from Sentinel-1, has
widened the scope of day and night vegetation monitoring, even when cloud cover limits …

Horticultural crops mainly include fruits, vegetables, ornamental trees and flowers, and tea
trees (Melaleuca alternifolia). They produce a variety of nutrients for the daily human diet in …

Recent advances in remote sensing and machine learning show potential for improving
irrigation use efficiency. In this study, two independent methods to determine the irrigation …

The increase in food demand and limited opportunities to expand agricultural land pose a
threat to local and global food security. Producing food in urban areas such as green roofs …

Food and water security are considered the most critical issues globally due to the projected
population growth placing pressure on agricultural systems. Because agricultural activity is …