Quantitative estimation of hourly precipitation in the Tianshan Mountains based on area-to-point kriging downscaling and satellite-gauge data merging

X Lu, Y Chen, G Tang, X Wang, Y Liu, M Wei - Journal of Mountain Science, 2022 - Springer
Precipitation, a basic component of the water cycle, is significantly important for
meteorological, climatological and hydrological research. However, accurate estimation on …

A new downscaling-integration framework for high-resolution monthly precipitation estimates: Combining rain gauge observations, satellite-derived precipitation data …

Y Chen, J Huang, S Sheng, LR Mansaray, Z Liu… - Remote Sensing of …, 2018 - Elsevier
Deriving high quality precipitation estimates at high spatial resolution is of prime importance
for many hydrological, meteorological, and environmental investigations. Rain gauge …

A GWR downscaling method to reconstruct high-resolution precipitation dataset based on GSMaP-Gauge data: A case study in the Qilian Mountains, Northwest China

H Wang, F Zang, C Zhao, C Liu - Science of the Total Environment, 2022 - Elsevier
Accurate precipitation data are crucial for hydrological, meteorological, and ecological
research. However, it is difficult to obtain high-precision and high-resolution spatiotemporal …

[HTML][HTML] Quantitative Precipitation Estimation in the Tianshan Mountains Based on Machine Learning

X Lu, J Li, Y Liu, Y Li, H Huo - Remote Sensing, 2023 - mdpi.com
Precipitation in the Tianshan Mountains is abundant, and the quantitative estimation of
precipitation in mountainous areas is important to the application and evaluation of regional …

[HTML][HTML] A downscaling–merging scheme for improving daily spatial precipitation estimates based on random forest and cokriging

X Yan, H Chen, B Tian, S Sheng, J Wang, JS Kim - Remote Sensing, 2021 - mdpi.com
High-spatial-resolution precipitation data are of great significance in many applications,
such as ecology, hydrology, and meteorology. Acquiring high-precision and high-resolution …

Correcting GPM IMERG precipitation data over the Tianshan Mountains in China

X Lu, G Tang, X Wang, Y Liu, L Jia, G Xie, S Li… - Journal of …, 2019 - Elsevier
Point-scale gauge observations have inherent limitations, making it difficult to study the
spatial and temporal distributions of precipitation in alpine regions due to gauge undercatch …

[HTML][HTML] A new daily gridded precipitation dataset for the Chinese mainland based on gauge observations

J Han, C Miao, J Gou, H Zheng… - Earth System Science …, 2023 - essd.copernicus.org
High-quality, freely accessible, long-term precipitation estimates with fine spatiotemporal
resolution play essential roles in hydrologic, climatic, and numerical modeling applications …

[HTML][HTML] Spatial estimation of mean annual precipitation (1951–2012) in mainland China based on collaborative kriging interpolation

F Zhang, S Zhong, Z Yang, C Sun, Q Huang - Geo-Informatics in Resource …, 2016 - Springer
Spatially explicit distribution of mean annual precipitation are required in the quantitative
research on several water-related issues. The difference of distribution of precipitation has …

[HTML][HTML] A new daily gridded precipitation dataset based on gauge observations across mainland China

J Han, C Miao, J Gou, H Zheng… - Earth System Science …, 2022 - essd.copernicus.org
Freely accessible long-term precipitation estimates with fine spatiotemporal resolution and
high-quality play essential roles in hydrologic, climatic, and numerical modeling …

Spatial downscaling of the tropical rainfall measuring mission precipitation using geographically weighted regression Kriging over the Lancang River Basin, China

Y Li, Y Zhang, D He, X Luo, X Ji - Chinese geographical science, 2019 - Springer
Satellite-based precipitation products have been widely used to estimate precipitation,
especially over regions with sparse rain gauge networks. However, the low spatial …