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 …
[HTML][HTML] Improving flood forecasting in Narmada river basin using hierarchical clustering and hydrological modelling
The purpose of the study was to use hierarchical clustering and Thiessen polygon
algorithms to identify the significant rain gauge stations for flood forecasting at Sardar …
algorithms to identify the significant rain gauge stations for flood forecasting at Sardar …
[HTML][HTML] Combining downscaled-GRACE data with SWAT to improve the estimation of groundwater storage and depletion variations in the Irrigated Indus Basin (IIB)
The growth of agricultural production systems is a major driver of groundwater depletion
worldwide. Balancing groundwater supply and food production requires localized …
worldwide. Balancing groundwater supply and food production requires localized …
Stacking machine learning models versus a locally weighted linear model to generate high-resolution monthly precipitation over a topographically complex area
This study applied a stacked generalization ensemble approach to generate high-resolution
precipitation estimates and compared its performance with an optimized local weighted …
precipitation estimates and compared its performance with an optimized local weighted …
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 …
research. However, it is difficult to obtain high-precision and high-resolution spatiotemporal …
[HTML][HTML] A two-step merging strategy for incorporating multi-source precipitation products and gauge observations using machine learning classification and …
H Lei, H Zhao, T Ao - Hydrology and Earth System Sciences, 2022 - hess.copernicus.org
Although many multi-source precipitation products (MSPs) with high spatiotemporal
resolution have been extensively used in water cycle research, they are still subject to …
resolution have been extensively used in water cycle research, they are still subject to …
The GWR model-based regional downscaling of GRACE/GRACE-FO derived groundwater storage to investigate local-scale variations in the North China Plain
S Ali, J Ran, Y Luan, B Khorrami, Y Xiao… - Science of The Total …, 2024 - Elsevier
Groundwater storage and depletion fluctuations in response to groundwater availability for
irrigation require understanding on a local scale to ensure a reliable groundwater supply …
irrigation require understanding on a local scale to ensure a reliable groundwater supply …
[HTML][HTML] Evaluation of Satellite-Derived Precipitation Products for Streamflow Simulation of a Mountainous Himalayan Watershed: A Study of Myagdi Khola in Kali …
This study assesses four Satellite-derived Precipitation Products (SPPs) that are corrected
and validated against gauge data such as Soil Moisture to Rain—Advanced SCATterometer …
and validated against gauge data such as Soil Moisture to Rain—Advanced SCATterometer …
[HTML][HTML] Review on spatial downscaling of satellite derived precipitation estimates
M Kofidou, S Stathopoulos, A Gemitzi - Environmental Earth Sciences, 2023 - Springer
The present work aims at reviewing and identifying gaps in knowledge and future
perspectives of satellite-derived precipitation downscaling algorithms. Here, various aspects …
perspectives of satellite-derived precipitation downscaling algorithms. Here, various aspects …
[HTML][HTML] Combining APHRODITE rain gauges-based precipitation with downscaled-TRMM data to translate high-resolution precipitation estimates in the indus basin
Understanding the pixel-scale hydrology and the spatiotemporal distribution of regional
precipitation requires high precision and high-resolution precipitation data. Satellite-based …
precipitation requires high precision and high-resolution precipitation data. Satellite-based …