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An enhanced drought forecasting in coastal arid regions using deep learning approach with evaporation index 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH. 出版年: 2024, 卷号: 246
作者:  Al Moteri, Moteeb;  Alrowais, Fadwa;  Mtouaa, Wafa;  Aljehane, Nojood O.;  Alotaibi, Saud S.;  Marzouk, Radwa;  Hilal, Anwer Mustafa;  Ahmed, Noura Abdelaziz
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Coastal arid region  Drought forecasting  Standard precipitation evaporation index  Deep learning  Natural disaster  Attention  
Drought forecasting using the Prophet model in a semi-arid climate region of western India 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL. 出版年: 2022, 卷号: 67, 期号: 9, 页码: 1397-1417
作者:  Basak, Amiya;  Rahman, A. T. M. Sakiur;  Das, Jayanta;  Hosono, Takahiro;  Kisi, Ozgur
收藏  |  浏览/下载：8/0  |  提交时间：2024/09/20
drought forecasting  mRMR  standardized precipitation index  Prophet  SVR  
Using deep learning for precipitation forecasting based on spatio-temporal information: a case study 期刊论文
发表期刊: CLIMATE DYNAMICS. 出版年: 2021
作者:  Li, Weide;  Gao, Xi;  Hao, Zihan;  Sun, Rong
收藏  |  浏览/下载：101/0  |  提交时间：2021/11/19
Precipitation forecasting  Spatio-temporal information  Deep learning  Feature extraction  Semi-arid area  
Refined Characteristics of Moisture Cycling over the Inland River Basin Using the WRF Model and the Finer Box Model: A Case Study of the Heihe River Basin 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2021, 卷号: 12, 期号: 3
作者:  Pan, Xiaoduo;  Ma, Weiqiang;  Zhang, Ying;  Li, Hu
收藏  |  浏览/下载：29/0  |  提交时间：2021/11/29
land–  atmosphere interaction  water vapor  weather research and forecasting model  precipitation  evapotranspiration  tuning layer  
Evaluation of Precipitation Datasets from TRMM Satellite and Down-scaled Reanalysis Products with Bias-correction in Middle Qilian Mountain, China 期刊论文
发表期刊: CHINESE GEOGRAPHICAL SCIENCE. 出版年: 2021, 卷号: 31, 期号: 3, 页码: 474-490
作者:  Zhang Lanhui;  He Chansheng;  Tian Wei;  Zhu Yi
收藏  |  浏览/下载：53/0  |  提交时间：2021/11/29
evaluation  Weather Research and Forecasting (WRF)  Tropical Rainfall Measuring Mission (TRMM)  precipitation  bias correction  high mountainous areas  
Evaluation of Precipitation Datasets from TRMM Satellite and Downscaled Reanalysis Products with Bias-correction in Middle Qilian Mountain, China 期刊论文
发表期刊: 中国地理科学(英文版). 出版年: 2021, 卷号: 31, 期号: 3, 页码: 1002-0063
作者:  Zhang Lanhui;  He Chansheng;  Tian Wei;  Zhu Yi
收藏  |  浏览/下载：25/0  |  提交时间：2021/11/19
evaluation  Weather Research and Forecasting (WRF)  Tropical Rainfall Measuring Mission (TRMM)  precipitation  bias correction  high mountainous areas  
Forecasting of Drought: A Case Study of Water-Stressed Region of Pakistan 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2021, 卷号: 12, 期号: 10
作者:  Kumar, Prem;  Shah, Syed Feroz;  Uqaili, Mohammad Aslam;  Kumar, Laveet;  Zafar, Raja Fawad
收藏  |  浏览/下载：16/0  |  提交时间：2021/11/29
forecasting  ARIMA  Standardized Precipitation Evapotranspiration Index (SPEI)  mitigation  drought  
Skill of Global Raw and Postprocessed Ensemble Predictions of Rainfall in the Tropics 期刊论文
发表期刊: WEATHER AND FORECASTING. 出版年: 2020, 卷号: 35, 期号: 6, 页码: 2367-2385
作者:  Vogel, Peter;  Knippertz, Peter;  Fink, Andreas H.;  Schlueter, Andreas;  Gneiting, Tilmann
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
Tropics  Precipitation  Statistical techniques  Ensembles  Forecast verification/skill  Probabilistic Quantitative Precipitation Forecasting (PQPF)  
A Theoretical Approach for Forecasting Different Types of Drought Simultaneously, Using Entropy Theory and Machine-Learning Methods 期刊论文
发表期刊: ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION. 出版年: 2020, 卷号: 9, 期号: 12
作者:  Aghelpour, Pouya;  Mohammadi, Babak;  Biazar, Seyed Mostafa;  Kisi, Ozgur;  Sourmirinezhad, Zohreh
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/30
entropy theory  drought forecasting  multivariate standardized precipitation index  joint deficit index  machine learning  heuristic optimization algorithms  
Which Precipitation Product Works Best in the Qinghai-Tibet Plateau, Multi-Source Blended Data, Global/Regional Reanalysis Data, or Satellite Retrieved Precipitation Data? 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 4
作者:  Bai, Lei;  Wen, Yuanqiao;  Shi, Chunxiang;  Yang, Yanfen;  Zhang, Fan;  Wu, Jing;  Gu, Junxia;  Pan, Yang;  Sun, Shuai;  Meng, Junyao
收藏  |  浏览/下载：27/0  |  提交时间：2020/05/22
arid  semi-arid area  complex terrain  precipitation  weather research and forecasting  climate forecast system reanalysis  data assimilation