[HTML][HTML] Reviewing the potential of Sentinel-2 in assessing the drought

D Varghese, M Radulović, S Stojković, V Crnojević - Remote sensing, 2021 - mdpi.com
This paper systematically reviews the potential of the Sentinel-2 (A and B) in assessing
drought. Research findings, including the IPCC reports, highlighted the increasing trend in …

Achieving agricultural sustainability through soybean production in Iran: Potential and challenges

P Majidian, HR Ghorbani, M Farajpour - Heliyon, 2024 - cell.com
The utilization of soybean as a key oil crop to enhance sustainable agriculture has garnered
significant attention from researchers. Its lower water requirements compared to rice, along …

[HTML][HTML] Soil moisture prediction from remote sensing images coupled with climate, soil texture and topography via deep learning

MF Celik, MS Isik, O Yuzugullu, N Fajraoui, E Erten - Remote sensing, 2022 - mdpi.com
Soil moisture (SM) is an important biophysical parameter by which to evaluate water
resource potential, especially for agricultural activities under the pressure of global warming …

Soil moisture retrieval over croplands using dual-pol L-band GRD SAR data

N Bhogapurapu, S Dey, D Mandal… - Remote Sensing of …, 2022 - Elsevier
Vegetation cover significantly influences the hydrometeorological processes of land
surfaces. The heterogeneity of vegetation cover makes these processes more complex and …

Combined Sentinel-1A with Sentinel-2A to estimate soil moisture in farmland

Y Liu, J Qian, H Yue - IEEE Journal of Selected Topics in …, 2020 - ieeexplore.ieee.org
In this article, seven filter algorithms were compared. The Lee sigma method was more
suitable for estimating soil moisture (SM) than the other filtering methods under different land …

[HTML][HTML] Retrieval of high-resolution soil moisture through combination of Sentinel-1 and Sentinel-2 data

C Ma, X Li, MF McCabe - Remote Sensing, 2020 - mdpi.com
Estimating soil moisture based on synthetic aperture radar (SAR) data remains challenging
due to the influences of vegetation and surface roughness. Here we present an algorithm …

Ensemble surface soil moisture estimates at farm-scale combining satellite-based optical-thermal-microwave remote sensing observations

B Das, P Rathore, D Roy, D Chakraborty… - Agricultural and Forest …, 2023 - Elsevier
Remote sensing presents great potential for soil moisture map**, although a lack of high-
resolution, all-season suitable data and model-based complications hinders continuous …

[HTML][HTML] Comparative analysis of Landsat-8, Sentinel-2, and GF-1 data for retrieving soil moisture over wheat farmlands

Q Wang, J Li, T **, X Chang, Y Zhu, Y Li, J Sun, D Li - Remote sensing, 2020 - mdpi.com
Soil moisture is an important variable in ecological, hydrological, and meteorological
studies. An effective method for improving the accuracy of soil moisture retrieval is the …