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Evaluation of Satellite Precipitation Estimates over Australia [PDF]
Remote Sensing, 2020 This study evaluates the U.S. National Oceanographic and Atmospheric Administration’s (NOAA) Climate Prediction Center morphing technique (CMORPH) and the Japan Aerospace Exploration Agency’s (JAXA) Global Satellite Mapping of Precipitation ...
Zhi-Weng Chua +2 more
doaj +5 more sources
Inter-Comparison of High-Resolution Satellite Precipitation Products over Central Asia
Remote Sensing, 2015 This paper examines the spatial error structures of eight precipitation estimates derived from four different satellite retrieval algorithms including TRMM Multi-satellite Precipitation Analysis (TMPA), Climate Prediction Center morphing technique ...
Hao Guo +6 more
doaj +3 more sources
Assessment of Satellite-Derived Precipitation Products for the Beijing Region
Remote Sensing, 2018 Performance of four satellite precipitation products, namely, the China Meteorological Forcing Dataset (CMFD), Climate Prediction Center morphing technique (CMORPH), as well as 3B42 calibrated and 3B42-RT dataset, which are derived from the Tropical ...
Meifang Ren +6 more
doaj +3 more sources
暴雨灾害, 2023 In order to comprehensively evaluate the temperature and humidity detection performance of the ground microwave radiometer (referred to as radiometer, the same below) and improve the accuracy of temperature and relative humidity profiles, by using the ...
Mengying WU +4 more
doaj +1 more source
应用气象学报, 2022 Meteorological satellites can provide more details of cloud, which can be used to analyze the development process of convective cloud in the rainstorm events.
Gao Yang +4 more
doaj +1 more source
Contributions to the Improvement of Climate Data Availability and Quality for Sub-Saharan Africa
Frontiers in Climate, 2022 Reliable weather observations are the basis to assess climate change and variability. Compared to other regions of the world, long time series of weather observations are sparse in many countries of Sub-Saharan Africa.
Frank Kaspar +3 more
doaj +1 more source
Global gridded precipitation over land: a description of the new GPCC First Guess Daily product [PDF]
Earth System Science Data, 2014 This paper describes the new First Guess Daily product of the Global Precipitation Climatology Centre (GPCC). The new product gives an estimate of the global daily precipitation gridded at a spatial resolution of 1° latitude by 1° longitude.
K. Schamm +7 more
doaj +1 more source
Precipitation Nowcasting with Satellite Imagery [PDF]
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019 Final KDD 2019 ...
Vadim Lebedev +8 more
openaire +4 more sources
Attention-Unet-Based Near-Real-Time Precipitation Estimation from Fengyun-4A Satellite Imageries
Remote Sensing, 2022 Reliable near-real-time precipitation estimation is crucial for scientific research and resistance to natural disasters such as floods. Compared with ground-based precipitation measurements, satellite-based precipitation measurements have great ...
Yanbo Gao +4 more
doaj +1 more source
RainAI -- Precipitation Nowcasting from Satellite Data
CoRR, 2023 This paper presents a solution to the Weather4Cast 2023 competition, where the goal is to forecast high-resolution precipitation with an 8-hour lead time using lower-resolution satellite radiance images. We propose a simple, yet effective method for spatiotemporal feature learning using a 2D U-Net model, that outperforms the official 3D U-Net baseline ...
Pablos Sarabia, Rafael +3 more
openaire +2 more sources