Timely and accurate estimation of crop yield before harvest to allow crop yields
management decision-making at a regional scale is crucial for national food policy and …

Abstract Sentinel-1 Synthetic Aperture Radar (SAR) data have provided an unprecedented
opportunity for crop monitoring due to its high revisit frequency and wide spatial coverage …

In agriculture, crop biomass is a vital indicator of the overall health of an ecosystem. Recent
developments in synthetic aperture radar (SAR) technologies have promoted the application …

Land cover classification is able to reflect the potential natural and social process in urban
development, providing vital information to stakeholders. Recent solutions on land cover …

Accurate and high-resolution spatio-temporal information about crop phenology obtained
from Synthetic Aperture Radar (SAR) data is an essential component for crop management …

Dense time series of optical satellite imagery describing vegetation activity provide essential
information for the efficient and regular monitoring of vegetation. Nevertheless, the temporal …

Sustainable monitoring and determining the biophysical characteristics of crops is of global
importance due to the increase in demand for food. In this context, remote sensing data …

The present study provided the first-time comprehensive evaluation of 12 advanced
statistical and machine learning (ML) algorithms for the Soil Moisture (SM) estimation from …

Accurate forest above-ground biomass (AGB) map** is crucial for sustaining forest
management and carbon cycle tracking. The Shuttle Radar Topographic Mission (SRTM) …

Abstract Knowledge of crop phenology assists in making agricultural decisions such as
appropriate irrigation and fertilization applications in order to optimize crop yield. The …