A review of downscaling methods of satellite-based precipitation estimates
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 …
Evaluation of GPM IMERG performance using gauge data over Indonesian maritime continent at different time scales
Accurate precipitation observations are crucial for water resources management and as
inputs for a gamut of hydrometeorological applications. Precipitation data from Integrated …
inputs for a gamut of hydrometeorological applications. Precipitation data from Integrated …
Evaluations on gridded precipitation products spanning more than half a century over the Tibetan Plateau and its surroundings
X Tan, Z Ma, K He, X Han, Q Ji, Y He - Journal of Hydrology, 2020 - Elsevier
Long-term precipitation data play significant roles in hydrological applications and climate
change studies. In this study three gridded precipitation products (Asian Precipitation-Highly …
change studies. In this study three gridded precipitation products (Asian Precipitation-Highly …
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 …
such as ecology, hydrology, and meteorology. Acquiring high-precision and high-resolution …
Downscaling the GPM-based satellite precipitation retrievals using gradient boosting decision tree approach over Mainland China
Z Shen, B Yong - Journal of Hydrology, 2021 - Elsevier
Remote sensing brings unprecedented opportunities to estimate precipitation at regional,
continental, and even global scales. Nevertheless, the spatial resolutions of current …
continental, and even global scales. Nevertheless, the spatial resolutions of current …
[HTML][HTML] Assessing a machine learning-based downscaling framework for obtaining 1km daily precipitation from GPM data
T Sun, N Yan, W Zhu, Q Zhuang - Heliyon, 2024 - cell.com
Hydro-meteorological monitoring through satellites in arid and semi-arid regions is
constrained by the coarse spatial resolution of precipitation data, which impedes detailed …
constrained by the coarse spatial resolution of precipitation data, which impedes detailed …
Quantitative evaluations and error source analysis of Fengyun-2-based and GPM-based precipitation products over mainland China in summer, 2018
Satellite-based quantitative precipitation estimates (QPE) with a fine quality are of great
importance to global water cycle and matter and energy exchange research. In this study …
importance to global water cycle and matter and energy exchange research. In this study …
The evaluation and downscaling‐calibration of IMERG precipitation products at sub‐daily scales over a metropolitan region
Abstract The Global Precipitation Measurement (GPM) Integrated Multi‐satellitE Retrievals
for GPM products (ie, IMERG) provide new‐generation satellite precipitation measurements …
for GPM products (ie, IMERG) provide new‐generation satellite precipitation measurements …
A multiple-step scheme for the improvement of satellite precipitation products over the Tibetan Plateau from multisource information
K He, X Chen, J Liu, D Zhao - Science of the Total Environment, 2023 - Elsevier
Precipitation data with high accuracy and spatial resolution characteristics play significant
roles in the regional hydrological and eco-environmental system applications. Thus, satellite …
roles in the regional hydrological and eco-environmental system applications. Thus, satellite …
Spatiotemporal assessments on the satellite‐based precipitation products from Fengyun and GPM over the Yunnan‐Kweichow Plateau, China
High‐quality precipitation data are vital for hydrological applications and climate change
research. In this study, we evaluated two satellite‐based precipitation products from Chinese …
research. In this study, we evaluated two satellite‐based precipitation products from Chinese …