Soil moisture retrieval from remote sensing measurements: Current knowledge and directions for the future

ZL Li, P Leng, C Zhou, KS Chen, FC Zhou… - Earth-Science …, 2021 - Elsevier
Soil moisture (SM) is an essential parameter for understanding the interactions and
feedbacks between the atmosphere and the Earth's surface through energy and water …

Imaging spectroscopy for soil mapping and monitoring

S Chabrillat, E Ben-Dor, J Cierniewski, C Gomez… - Surveys in …, 2019 - Springer
There is a renewed awareness of the finite nature of the world's soil resources, growing
concern about soil security and significant uncertainties about the carrying capacity of the …

Estimation of soil moisture content under high maize canopy coverage from UAV multimodal data and machine learning

M Cheng, X Jiao, Y Liu, M Shao, X Yu, Y Bai… - Agricultural Water …, 2022 - Elsevier
An accurate in-field estimate of soil moisture content (SMC) is critical for precision irrigation
management. Current ground methods to measure SMC were limited by the disadvantages …

[HTML][HTML] Evapotranspiration, gross primary productivity and water use efficiency over a high-density olive orchard using ground and satellite based data

J Elfarkh, K Johansen, MM El Hajj… - Agricultural Water …, 2023 - Elsevier
The trade-off between increasing agricultural production and groundwater conservation,
which is often the only irrigation source in arid regions, is a major challenge for water …

Development of soil moisture indices from differences in water absorption between shortwave-infrared bands

J Yue, J Tian, Q Tian, K Xu, N Xu - ISPRS Journal of Photogrammetry and …, 2019 - Elsevier
Soil moisture (SM) controls the exchange of water and heat energy between the land
surface and the atmosphere through evaporation and plant transpiration, and timely and …

A novel vegetation-water resistant soil moisture index for remotely assessing soil surface moisture content under the low-moderate wheat cover

J Yue, T Li, Y Liu, J Tian, Q Tian, S Li, H Feng… - … and Electronics in …, 2024 - Elsevier
Soil surface moisture content (SMC) is one of the most critical and fundamental indicators of
crop drought because water is vital for vegetation growth. In recent decades, satellite high …

Quantifying vegetation biophysical variables from the Sentinel-3/FLEX tandem mission: Evaluation of the synergy of OLCI and FLORIS data sources

C De Grave, J Verrelst, P Morcillo-Pallarés… - Remote Sensing of …, 2020 - Elsevier
The ESA's forthcoming FLuorescence EXplorer (FLEX) mission is dedicated to the global
monitoring of the vegetation's chlorophyll fluorescence by means of an imaging …

[HTML][HTML] Prediction of soil organic matter by Kubelka-Munk based airborne hyperspectral moisture removal model

D Ou, K Tan, J Li, Z Wu, L Zhao, J Ding, X Wang… - International Journal of …, 2023 - Elsevier
Obtaining high-precision soil organic matter (SOM) spatial distribution information is of great
significance for applications such as precision agriculture. But in the current hyperspectral …

MARMIT-2: An improved version of the MARMIT model to predict soil reflectance as a function of surface water content in the solar domain

A Dupiau, S Jacquemoud, X Briottet, S Fabre… - Remote Sensing of …, 2022 - Elsevier
This paper presents MARMIT-2, a radiative transfer model that predicts the spectral
reflectance of soils in the solar domain (0.4–2.5 μm) as a function of their surface moisture …

[HTML][HTML] On the parsimony, interpretability and predictive capability of a physically− based model in the optical domain for estimating soil moisture content

Z Zhang, Y Chen, K Wu, Y Hong, T Shi, AM Mouazen - Geoderma, 2024 - Elsevier
Soil moisture plays an important role in the transpiration, evaporation and plant growth
processes at the land surface-atmosphere interface. Optical remote sensing has great …