Results 31 to 40 of about 187,983 (306)
Deep Neural Network Cloud-Type Classification (DeepCTC) model and its application in evaluating PERSIANN-CCS [PDF]
, 2020 Satellite remote sensing plays a pivotal role in characterizing hydrometeorological components including cloud types and their associated precipitation.
Ganguly, S +6 more
core +1 more source
Remote Sensing, 2020 Near real-time precipitation is essential to many applications. In Africa, the lack of dense rain-gauge networks and ground weather radars makes the use of satellite precipitation products unavoidable. Despite major progresses in estimating precipitation
Thierry Pellarin +12 more
doaj +1 more source
Accuracy assessment and error cause analysis of GPM (V06) in Xiangjiang river catchment
Hydrology Research, 2021 Application potential and development prospect of satellite precipitation products such as Tropical Rainfall Measuring Mission (TRMM) and Global Precipitation Mission (GPM) have promising implications.
Bingru Tian +3 more
doaj +1 more source
Optimal Rain Gauge Network Design Aided by Multi-Source Satellite Precipitation Observation
Remote Sensing, 2022 Optimized rain gauge networks minimize their input and maintenance costs. Satellite precipitation observations are particularly susceptible to the effects of terrain elevation, vegetation, and other topographical factors, resulting in large deviations ...
Helong Wang +4 more
doaj +1 more source
暴雨灾害, 2023 Based on introducing the technical characteristics of FY-3G, which is China's first precipitation measurement satellite and successfully launched at 09∶36 BT on April 16 in 2023, this paper focuses on the precipitation detection capabilities and ...
Songyan GU +16 more
doaj +1 more source
An object-based approach for verification of precipitation estimation [PDF]
, 2015 Verification has become an integral component in the development of precipitation algorithms used in satellite-based precipitation products and evaluation of numerical weather prediction models.
AghaKouchak, A +3 more
core +1 more source
Watershed rainfall forecasting using neuro-fuzzy networks with the assimilation of multi-sensor information [PDF]
, 2014 The complex temporal heterogeneity of rainfall coupled with mountainous physiographic context makes a great challenge in the development of accurate short-term rainfall forecasts. This study aims to explore the effectiveness of multiple rainfall sources (
Chang, FJ +5 more
core +2 more sources
Evaluation and comparison of satellite precipitation estimates with reference to a local area in the Mediterranean Sea [PDF]
, 2014 Precipitation is one of the major variables for many applications and disciplines related to water resources and the geophysical Earth system. Satellite retrieval systems, rain-gauge networks, and radar systems are complementary to each other in terms of
Hsu, KL +3 more
core +2 more sources
RainAI -- Precipitation Nowcasting from Satellite Data
, 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 ...
Sarabia, Rafael Pablos +3 more
openaire +2 more sources
Inter-product biases in global precipitation extremes
Environmental Research Letters, 2019 Biases in climatological and extreme precipitation estimates are assessed for 11 global observational datasets constructed with merged satellite measurements and/or rain gauge networks.
Hirohiko Masunaga +5 more
doaj +1 more source