A review of spatial downscaling of satellite remotely sensed soil moisture
Satellite remote sensing technology has been widely used to estimate surface soil moisture.
Numerous efforts have been devoted to develop global soil moisture products. However …
Numerous efforts have been devoted to develop global soil moisture products. However …
Generation of spatially complete and daily continuous surface soil moisture of high spatial resolution
Surface soil moisture (SSM), as a vital variable for water and heat exchanges between the
land surface and the atmosphere, is essential for agricultural production and drought …
land surface and the atmosphere, is essential for agricultural production and drought …
Machine learning applications in vadose zone hydrology: A review
Abstract Machine learning (ML) has been broadly applied for vadose zone applications in
recent years. This article provides a comprehensive review of such developments. ML …
recent years. This article provides a comprehensive review of such developments. ML …
[HTML][HTML] Advances in upscaling methods of quantitative remote sensing
H Dalei, X Qing, W Jianguang, YOU Dongqin… - National Remote …, 2021 - ygxb.ac.cn
The scale effect is a common phenomenon in geography that restricts the development of
space science, such as remote sensing. Scale issues have elicited increasing attention from …
space science, such as remote sensing. Scale issues have elicited increasing attention from …
Spatial variability of soil moisture and the scale issue: A geostatistical approach
We study the standard deviation of water saturation SDS as function of the mean saturation
by a stochastic model of unsaturated flow, which is based on the first‐order solution of the …
by a stochastic model of unsaturated flow, which is based on the first‐order solution of the …
Six years of high-resolution climatic data collected along an elevation gradient in the Italian Alps
The complex meso-and microclimatic heterogeneity inherent to mountainous regions, driven
by both topographic and biotic factors, and the lack of observations, poses significant …
by both topographic and biotic factors, and the lack of observations, poses significant …
Soil moisture prediction of bare soil profiles using diffuse spectral reflectance information and vadose zone flow modeling
Soil hydraulic property information of the vadose zone is key to quantifying the temporal and
spatial variability of soil moisture, and for modeling water flow and contaminant transport …
spatial variability of soil moisture, and for modeling water flow and contaminant transport …
[HTML][HTML] 定量遥感升尺度转换方法研究进展
郝大磊， 肖青， 闻建光， 游冬琴， 吴小丹， 林兴稳… - 2018 - html.rhhz.net
摘要尺度效应是地理科学中普遍存在的现象, 制约着遥感等空间科学的发展.
发展合理的尺度转换方法以促进遥感技术的全面应用迫在眉睫. 本文分别从面—面升尺度转换 …
发展合理的尺度转换方法以促进遥感技术的全面应用迫在眉睫. 本文分别从面—面升尺度转换 …
Evaluation of SMAP soil moisture relative to five other satellite products using the climate reference network measurements over USA
S Stillman, X Zeng - IEEE Transactions on Geoscience and …, 2018 - ieeexplore.ieee.org
Satellite platforms provide a unique opportunity to retrieve global soil moisture. The Level 3
soil moisture (L3SMP), enhanced Level 3 soil moisture (L3SMP-E) and Level 4 surface soil …
soil moisture (L3SMP), enhanced Level 3 soil moisture (L3SMP-E) and Level 4 surface soil …
High resolution modelling of soil moisture patterns with TerrSysMP: A comparison with sensor network data
The prediction of the spatial and temporal variability of land surface states and fluxes with
land surface models at high spatial resolution is still a challenge. This study compares …
land surface models at high spatial resolution is still a challenge. This study compares …