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 …

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 …

[HTML][HTML] Hidden becomes clear: Optical remote sensing of vegetation reveals water table dynamics in northern peatlands

I Burdun, M Bechtold, M Aurela, G De Lannoy… - Remote Sensing of …, 2023 - Elsevier
The water table and its dynamics are one of the key variables that control peatland
greenhouse gas exchange. Here, we tested the applicability of the Optical TRApezoid Model …

[HTML][HTML] Monitoring peatland water table depth with optical and radar satellite imagery

A Räsänen, A Tolvanen, S Kareksela - International Journal of Applied …, 2022 - Elsevier
Peatland water table depth (WTD) and wetness have widely been monitored with optical
and synthetic aperture radar (SAR) remote sensing but there is a lack of studies that have …

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 …

[HTML][HTML] Timely monitoring of soil water-salt dynamics within cropland by hybrid spectral unmixing and machine learning models

R Du, J Chen, Y **ang, R **ang, X Yang… - International Soil and …, 2024 - Elsevier
Soil salinization and water scarcity are main restrictive factors for irrigated agriculture
development in arid regions. Knowing dynamics of soil water and salt content is an …

[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 …

Prediction of soil moisture content from sentinel-2 images using convolutional neural network (CNN)

EH Hegazi, AA Samak, L Yang, R Huang, J Huang - Agronomy, 2023 - mdpi.com
Agriculture is closely associated with food and water. Agriculture is the first source of food
but the biggest consumer of freshwater. The population is constantly increasing. Smart …

[HTML][HTML] Combining Sentinel-2 data with an optical-trapezoid approach to infer within-field soil moisture variability and monitor agricultural production stages

C Ma, K Johansen, MF McCabe - Agricultural Water Management, 2022 - Elsevier
Highlights•New parametrizations for wet and dry trapezoid edges improved soil moisture
estimates.•Sentinel-2 data revealed spatial heterogeneity of soil moisture and vegetation …

A method of soil moisture content estimation at various soil organic matter conditions based on soil reflectance

T Li, T Mu, G Liu, X Yang, G Zhu, C Shang - Remote Sensing, 2022 - mdpi.com
Soil moisture is one of the most important components of all the soil properties affecting the
global hydrologic cycle. Optical remote sensing technology is one of the main parts of soil …