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Spatial Downscaling of Precipitation Data in Arid Regions Based on the XGBoost-MGWR Model: A Case Study of the Turpan-Hami Region 期刊论文
发表期刊: LAND. 出版年: 2024, 卷号: 13, 期号: 4
作者:  He, Huanhuan;  Wang, Jinjie;  Ding, Jianli;  Wang, Lei
收藏  |  浏览/下载：22/0  |  提交时间：2024/10/04
precipitation  MGWR  GPM  downscaling  arid regions  
Spatiotemporal Assessment and Correction of Gridded Precipitation Products in North Western Morocco 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2023, 卷号: 14, 期号: 8
作者:  Ait Dhmane, Latifa;  Moustadraf, Jalal;  Rachdane, Mariame;  Saidi, Mohamed Elmehdi;  Benjmel, Khalid;  Amraoui, Fouad;  Ezzaouini, Mohamed Abdellah;  Ait Sliman, Abdelaziz;  Hadri, Abdessamad
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Morocco  gridded precipitation products  GPM  ERA5  sparse gauge network  artificial neural network  
Improving satellite-based global rainfall erosivity estimates through merging with gauge data 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2023, 卷号: 620
作者:  Fenta, Ayele Almaw;  Tsunekawa, Atsushi;  Haregeweyn, Nigussie;  Yasuda, Hiroshi;  Tsubo, Mitsuru;  Borrelli, Pasquale;  Kawai, Takayuki;  Belay, Ashebir Sewale;  Ebabu, Kindiye;  Berihun, Mulatu Liyew;  Sultan, Dagnenet;  Setargie, Tadesaul Asamin;  Elnashar, Abdelrazek;  Panagos, Panos
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
GPM-IMERG  GloREDa  Geographically Weighted Regression  Merged rainfall erosivity  Erosivity density  Desertification  
Evaluation of CMORPH, PERSIANN-CDR, CHIRPS V2.0, TMPA 3B42 V7, and GPM IMERG V6 Satellite Precipitation Datasets in Arabian Arid Regions 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 1
作者:  Helmi, Ahmed M. M.;  Abdelhamed, Mohamed S. S.
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
CMORPH  PERSIANN-CDR  CHIRPS V2  0  GPM IMERG V6  satellite precipitation data  NSE  KGE  Arabian arid regions  hydrology  
Reliability of GPM IMERG Satellite Precipitation Data for Modelling Flash Flood Events in Selected Watersheds in the UAE 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 16
作者:  Hamouda, Mohamed A.;  Hinge, Gilbert;  Yemane, Henok S.;  Al Mosteka, Hasan;  Makki, Mohammed;  Mohamed, Mohamed M.
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
extreme rainfall  flash floods  GSSHA  GPM IMERG  sensitivity analysis  
Estimation of Flood Discharge in Ungauged Basin Using GPM-IMERG Satellite-Based Precipitation Dataset in a Moroccan Arid Zone 期刊论文
发表期刊: EARTH SYSTEMS AND ENVIRONMENT. 出版年: 2022
作者:  Ouaba, Mounir;  El Khalki, El Mahdi;  Saidi, Mohamed Elmehdi;  Bin Alam, Md Jobair
收藏  |  浏览/下载：63/0  |  提交时间：2022/03/17
Morocco  Ungauged basin  GPM-IMERG products  Floods  SCS-CN  
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：55/0  |  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  
Assessment of Drought Severity and Their Spatio-Temporal Variations in the Hyper Arid Regions of Kingdom of Saudi Arabia: A Case Study from Al-Lith and Khafji Watersheds 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2022, 卷号: 13, 期号: 8
作者:  Ejaz, Nuaman;  Bahrawi, Jarbou
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
Al-Lith  IMERG GPM  Khafji  meteorological drought  SPEI  SPI  
Spatial prediction of groundwater potential and driving factor analysis based on deep learning and geographical detector in an arid endorheic basin 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2022, 卷号: 142
作者:  Wang, Zitao;  Wang, Jianping;  Han, Jinjun
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
Groundwater potential mapping (GPM)  Driving factors  Geographical detector  Deep learning  Qaidam Basin  
Spatiotemporal Evaluation and Estimation of Precipitation of Multi-Source Precipitation Products in Arid Areas of Northwest China-A Case Study of Tianshan Mountains 期刊论文
发表期刊: WATER. 出版年: 2022, 卷号: 14, 期号: 16
作者:  Li, Xiaoqian;  He, Xinlin;  Li, Xiaolong;  Du, Yongjun;  Yang, Guang;  Li, Dongbo;  Xu, Wenhe
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/20
GPM-IMERG  MSWEP V2  2  Tianshan Mountains  performance evaluation  spatial heterogeneity