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Areal Precipitation Coverage Ratio for Enhanced AI Modelling of Monthly Runoff: A New Satellite Data-Driven Scheme for Semi-Arid Mountainous Climate 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Hosseini, Seyyed Hasan;  Hashemi, Hossein;  Fakheri Fard, Ahmad;  Berndtsson, Ronny
收藏  |  浏览/下载：28/0  |  提交时间：2022/03/17
artificial intelligence  data scarcity  GPM-IMERG  k-fold data partitioning  MODIS Terra  NDVI  rainfall  semiarid  soil moisture  streamflow  
Data-Driven Landslide Nowcasting at the Global Scale 期刊论文
发表期刊: FRONTIERS IN EARTH SCIENCE. 出版年: 2021, 卷号: 9
作者:  Stanley, Thomas A.;  Kirschbaum, Dalia B.;  Benz, Garrett;  Emberson, Robert A.;  Amatya, Pukar M.;  Medwedeff, William;  Clark, Marin K.
收藏  |  浏览/下载：2/0  |  提交时间：2021/07/30
XGBoost  machine learning  IMERG  SMAP  GPM  situational awareness  antecedent rainfall  tropical cyclone  
Physically-based, distributed hydrologic model for Makkah watershed using GPM satellite rainfall and ground rainfall stations 期刊论文
发表期刊: GEOMATICS NATURAL HAZARDS & RISK. 出版年: 2021, 卷号: 12, 期号: 1, 页码: 1234-1257
作者:  Al-Areeq, Ahmed M.;  Al-Zahrani, Muhammad A.;  Sharif, Hatim O.
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/29
Floods  satellite rainfall  GPM  IMERG  hydrologic modeling  Makkah city  
Impact of Topography and Rainfall Intensity on the Accuracy of IMERG Precipitation Estimates in an Arid Region 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 1
作者:  Mahmoud, Mohammed T.;  Mohammed, Safa A.;  Hamouda, Mohamed A.;  Mohamed, Mohamed M.
收藏  |  浏览/下载：18/0  |  提交时间：2021/03/08
satellite-based precipitation products  GPM  IMERG  Saudi Arabia  
Multiscale Comparative Evaluation of the GPM and TRMM Precipitation Products Against Ground Precipitation Observations Over Chinese Tibetan Plateau 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2021, 卷号: 14, 页码: 2295-2313
作者:  Li, Qiong;  Wei, Jiahua;  Yin, Jianguo;  Qiao, Zhen;  Peng, Wang;  Peng, Haiyue
收藏  |  浏览/下载：25/0  |  提交时间：2021/11/29
Satellites  Rain  Rivers  Spaceborne radar  Remote sensing  Microwave measurement  Microwave theory and techniques  Global Satellite Mapping of Precipitation (GSMaP)  integrated merged multisatellite retrievals (IMERG)  satellite precipitation products  Tibetan plateau (TP)  TMPA  
An Improved Assessment Method and Its Application to the Latest IMERG Rainfall Product in Mainland China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 24
作者:  Xia, Xinran;  Fu, Disong;  Fei, Ye;  Shao, Wei;  Xia, Xiangao
收藏  |  浏览/下载：4/0  |  提交时间：2022/03/17
precipitation  IMERG  error decomposition  gauge rainfall rate  validation  
Enhancing Precipitation Estimates Through the Fusion of Weather Radar, Satellite Retrievals, and Surface Parameters 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 8
作者:  Wehbe, Youssef;  Temimi, Marouane;  Adler, Robert F.
收藏  |  浏览/下载：2/0  |  提交时间：2020/07/01
precipitation  artificial neural networks  geographically weighted regression  weather radar  soil moisture  
Spatial-Temporal Assessment of Satellite-Based Rainfall Estimates in Different Precipitation Regimes in Water-Scarce and Data-Sparse Regions 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2020, 卷号: 11, 期号: 9
作者:  Boluwade, Alaba
收藏  |  浏览/下载：3/0  |  提交时间：2021/01/07
satellite precipitation  rainfall pattern  hydrology  flood resilience  arid country  
Temporal assessment of the GPM satellite rainfall products across extremely arid regions 会议论文
会议名称: 11th International Conference on Environmental Science and Development (ICESD). 会议地点: Barcelona, SPAIN. 会议日期: FEB 10-12, 2020
作者:  Mahmoud, Mohammed;  Mohammed, Safa;  Hamouda, Mohamed;  Mohamed, Mohamed
收藏  |  浏览/下载：4/0  |  提交时间：2021/01/08
A Regional Blended Precipitation Dataset over Pakistan Based on Regional Selection of Blending Satellite Precipitation Datasets and the Dynamic Weighted Average Least Squares Algorithm 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 24
作者:  Rahman, Khalil Ur;  Shang, Songhao
收藏  |  浏览/下载：2/0  |  提交时间：2021/07/30
blended precipitation datasets  weighted average least squares algorithm  regional and seasonal evaluation  complex topography  diverse climate  Pakistan