A review of downscaling methods of satellite-based precipitation estimates
A Abdollahipour, H Ahmadi, B Aminnejad - Earth Science Informatics, 2022 - Springer
Satellite remote sensing is the main tool for estimating precipitation over areas with sparse
rain gauge networks. Accurate gridded precipitation data at high temporal and spatial scales …
rain gauge networks. Accurate gridded precipitation data at high temporal and spatial scales …
Do ERA5 and ERA5-land precipitation estimates outperform satellite-based precipitation products? A comprehensive comparison between state-of-the-art model …
Accurate precipitation retrievals with fine spatio-temporal resolutions are critical in global
and regional analyses. As an important alternative of satellite-based precipitation products …
and regional analyses. As an important alternative of satellite-based precipitation products …
Estimating soil salinity from remote sensing and terrain data in southern Xinjiang Province, China
Soil salinization is one of the main reasons for soil health and ecosystem deterioration in
most degraded arid and semiarid areas. To monitor its spatial variation as precise as …
most degraded arid and semiarid areas. To monitor its spatial variation as precise as …
Machine learning-based detection of soil salinity in an arid desert region, Northwest China: A comparison between Landsat-8 OLI and Sentinel-2 MSI
Accurate assessment of soil salinization is considered as one of the most important steps in
combating global climate change, especially in arid and semi-arid regions. Multi-spectral …
combating global climate change, especially in arid and semi-arid regions. Multi-spectral …
Current and future assessments of soil erosion by water on the Tibetan Plateau based on RUSLE and CMIP5 climate models
H Teng, Z Liang, S Chen, Y Liu, RAV Rossel… - Science of the Total …, 2018 - Elsevier
Soil erosion by water is accelerated by a warming climate and negatively impacts water
security and ecological conservation. The Tibetan Plateau (TP) has experienced warming at …
security and ecological conservation. The Tibetan Plateau (TP) has experienced warming at …
Geographically weighted regression based methods for merging satellite and gauge precipitation
Real-time precipitation data with high spatiotemporal resolutions are crucial for accurate
hydrological forecasting. To improve the spatial resolution and quality of satellite …
hydrological forecasting. To improve the spatial resolution and quality of satellite …
Land use and climate change effects on soil organic carbon in North and Northeast China
Soil is recognized as the largest carbon reservoir in the terrestrial ecosystem. Soil organic
carbon (SOC) is vulnerable to changes in land use and climate. For a better understanding …
carbon (SOC) is vulnerable to changes in land use and climate. For a better understanding …
[HTML][HTML] Easy-to-use spatial random-forest-based downscaling-calibration method for producing precipitation data with high resolution and high accuracy
C Chen, B Hu, Y Li - Hydrology and Earth System Sciences, 2021 - hess.copernicus.org
Precipitation data with high resolution and high accuracy are significantly important in
numerous hydrological applications. To enhance the spatial resolution and accuracy of …
numerous hydrological applications. To enhance the spatial resolution and accuracy of …
AIMERG: a new Asian precipitation dataset (0.1°/half-hourly, 2000–2015) by calibrating the GPM-era IMERG at a daily scale using APHRODITE
Precipitation estimates with fine quality and spatio-temporal resolutions play significant roles
in understanding the global and regional cycles of water, carbon, and energy. Satellite …
in understanding the global and regional cycles of water, carbon, and energy. Satellite …
A high-resolution map of soil pH in China made by hybrid modelling of sparse soil data and environmental covariates and its implications for pollution
The soil's pH is the single most important indicator of the soil's quality, whether for
agriculture, pollution control or environmental health and ecosystem functioning. Well …
agriculture, pollution control or environmental health and ecosystem functioning. Well …