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Dynamic detection of water surface area of Ebinur Lake using multi-source satellite data (Landsat and Sentinel-1A) and its responses to changing environment
In arid and semi-arid climatic areas, lakes are extremely essential for fragile ecological
environment and regional sustainable development. Ebinur Lake is an important component …
environment and regional sustainable development. Ebinur Lake is an important component …
[HTML][HTML] Evaluation of backscattering models and support vector machine for the retrieval of bare soil moisture from Sentinel-1 data
The main objective of this work was to retrieve surface soil moisture (SSM) by using
scattering models and a support vector machine (SVM) technique driven by backscattering …
scattering models and a support vector machine (SVM) technique driven by backscattering …
Towards near real-time national-scale soil water content monitoring using data fusion as a downscaling alternative
Soil water is a critical component of the water balance to make water management decisions
at multiple scales. While soil water can be sensed remotely, this is generally at coarse …
at multiple scales. While soil water can be sensed remotely, this is generally at coarse …
[PDF][PDF] Soil moisture product validation good practices protocol
The role of soil moisture in the water, energy and carbon cycle of the Earth cannot be
understated. Soil moisture has a major impact on agriculture, land surface hydrology …
understated. Soil moisture has a major impact on agriculture, land surface hydrology …
Downscaling SMAP soil moisture products with convolutional neural network
W Xu, Z Zhang, Z Long, Q Qin - IEEE Journal of Selected Topics …, 2021 - ieeexplore.ieee.org
Soil moisture (SM) downscaling has been extensively investigated in recent years to
improve coarse resolution of SM products. However, available methods for downscaling are …
improve coarse resolution of SM products. However, available methods for downscaling are …
Geographically weighted area-to-point regression kriging for spatial downscaling in remote sensing
Spatial downscaling of remotely sensed products is one of the main ways to obtain earth
observations at fine resolution. Area-to-point (ATP) geostatistical techniques, in which …
observations at fine resolution. Area-to-point (ATP) geostatistical techniques, in which …
Surface runoff and drought assessment using global water resources datasets-from Oum Er Rbia Basin to the Moroccan country scale
S Strohmeier, P López López, M Haddad… - Water Resources …, 2020 - Springer
Precipitation and surface runoff vary strongly in space and time across Morocco. The
country's water management is primarily governed at the basin level, following a …
country's water management is primarily governed at the basin level, following a …
Modelling of near-surface soil moisture using machine learning and multi-temporal sentinel 1 images in New Zealand
I Hajdu, I Yule… - IGARSS 2018-2018 IEEE …, 2018 - ieeexplore.ieee.org
The improved spatio-temporal resolution of the C-band Sentinel 1 Synthetic Aperture Radar
(SAR) mission has increased the number of possibilities in soil moisture retrieval studies. In …
(SAR) mission has increased the number of possibilities in soil moisture retrieval studies. In …
A calibration/disaggregation coupling scheme for retrieving soil moisture at high spatio-temporal resolution: Synergy between SMAP passive microwave, MODIS …
Soil moisture (SM) data are required at high spatio-temporal resolution—typically the crop
field scale every 3–6 days—for agricultural and hydrological purposes. To provide such high …
field scale every 3–6 days—for agricultural and hydrological purposes. To provide such high …
Improvement of the soil-atmosphere interactions and subsequent heavy precipitation modelling by enhanced initialization using remotely sensed 1 km soil moisture …
S Helgert, S Khodayar - Remote Sensing of Environment, 2020 - Elsevier
This study assesses the impact of an improved soil moisture (SM) initialization using direct
insertion methodology for convection-resolving modelling of heavy precipitation events …
insertion methodology for convection-resolving modelling of heavy precipitation events …