Exploring the actual spatial resolution of 1 km satellite soil moisture products
High-resolution soil moisture data is crucial in the development of hydrological applications
as it provides detailed insights into the spatiotemporal variability of soil moisture. The …
as it provides detailed insights into the spatiotemporal variability of soil moisture. The …
Spatial Downscaling of Satellite-Based Soil Moisture Products Using Machine Learning Techniques: A Review
Soil moisture (SM) is a key variable driving hydrologic, climatic, and ecological processes.
Although it is highly variable, both spatially and temporally, there is limited data availability …
Although it is highly variable, both spatially and temporally, there is limited data availability …
A long-term, high-accuracy and seamless 1km soil moisture dataset over the Qinghai-Tibet Plateau during 2001–2020 based on a two-step downscaling method
Y Shangguan, X Min, N Wang, C Tong… - GIScience & Remote …, 2024 - Taylor & Francis
Long-term, high-resolution soil moisture (SM) is a vital variable for understanding the water-
energy cycle and the impacts of climate change on the Qinghai-Tibet Plateau (QTP) …
energy cycle and the impacts of climate change on the Qinghai-Tibet Plateau (QTP) …
[HTML][HTML] High-resolution soil temperature and soil moisture patterns in space, depth and time: An interpretable machine learning modelling approach
M Baumberger, B Haas, S Sivakumar, M Ludwig… - Geoderma, 2024 - Elsevier
Soil temperature and soil moisture are key drivers of various soil ecological processes,
which implies a significant importance of datasets including their variations in space, depth …
which implies a significant importance of datasets including their variations in space, depth …
[HTML][HTML] A Review on Soil Moisture Dynamics Monitoring in Semi-Arid Ecosystems: Methods, Techniques, and Tools Applied at Different Scales
E Duarte, A Hernandez - Applied Sciences, 2024 - mdpi.com
Soil moisture (SM) plays a crucial role in land–atmosphere interaction systems, directly
influencing evapotranspiration, photosynthesis, and the water dynamics of the soil surface …
influencing evapotranspiration, photosynthesis, and the water dynamics of the soil surface …
[HTML][HTML] Integrative modeling of POPs output flux from soil at a regional scale: A comprehensive approach
X Chen, M Wang, T Xie, Y Song, W Chen - Environment International, 2024 - Elsevier
Plot-scale natural attenuation models provide valuable insights into localized pollutant
behavior but struggle to account for regional-scale hydrological processes. Existing …
behavior but struggle to account for regional-scale hydrological processes. Existing …
[HTML][HTML] Machine learning and global vegetation: random forests for downscaling and gap filling
B van Jaarsveld, SM Hauswirth… - Hydrology and Earth …, 2024 - hess.copernicus.org
Drought is a devastating natural disaster, during which water shortage often manifests itself
in the health of vegetation. Unfortunately, it is difficult to obtain high-resolution vegetation …
in the health of vegetation. Unfortunately, it is difficult to obtain high-resolution vegetation …
Retrieval of 1 km surface soil moisture from Sentinel-1 over bare soil and grassland on the Qinghai-Tibetan Plateau
Most existing soil moisture (SM) products from earth observations and land surface models
over the Qinghai-Tibetan Plateau (QTP) have coarse resolutions or are mostly generated …
over the Qinghai-Tibetan Plateau (QTP) have coarse resolutions or are mostly generated …
An integrated learning framework for seamless high-resolution soil moisture estimation
Surface soil moisture plays a pivotal role in various hydrological processes. Precisely
assessing soil moisture with high resolution is crucial for effective water resource …
assessing soil moisture with high resolution is crucial for effective water resource …
Estimating soil water content in a thorny forest ecosystem by time‐lapse electrical resistivity tomography (ERT) and HYDRUS 2D/3D simulations
CA Faúndez Urbina, DC Alanís, E Ramírez… - Hydrological …, 2023 - Wiley Online Library
Determination of soil volumetric water content θ in forest ecosystems is particularly
challenging due to deep rooting systems and unknown soil vertical and spatial …
challenging due to deep rooting systems and unknown soil vertical and spatial …