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Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2021
作者:  Tao, Hai;  Awadh, Salih Muhammad;  Salih, Sinan Q.;  Shafik, Shafik S.;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：22/0  |  提交时间：2021/11/29
Relative humidity  XGBoost feature selection  Weather stochasticity  Machine learning  
Impact of rainfall spatiotemporal variability and model structures on flood simulation in semi-arid regions 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Liu, Yuhuan;  Li, Zhijia;  Liu, Zhiyu;  Luo, Yun
收藏  |  浏览/下载：30/0  |  提交时间：2021/11/19
Semi-arid region  Small- and medium-sized watershed  Spatiotemporal rainfall scheme  Multi-runoff generation mechanisms  Flood simulation  Spatial interpolation technique  
Monthly and seasonal streamflow forecasting of large dryland catchments in Brazil 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2021, 卷号: 13, 期号: 3, 页码: 205-223
作者:  Costa, Alexandre C.;  Estacio, Alvson B. S.;  de Souza Filho, Francisco de A.;  Lima Neto, Iran E.
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/19
nonlinear time series analysis  probabilistic streamflow forecasting  reconstructed streamflow data  dryland hydrology  rainfall-runoff modelling  stochastic dynamical systems  
Constraining regional-scale groundwater transport predictions with multiple geophysical techniques 期刊论文
发表期刊: JOURNAL OF HYDROLOGY-REGIONAL STUDIES. 出版年: 2021, 卷号: 36
作者:  Li, Chris;  Doble, Rebecca;  Hatch, Michael;  Heinson, Graham;  Kay, Ben
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/29
Groundwater model  Geophysics  Nuclear magnetic resonance  Electromagnetics  Magnetotellurics  Fractured Rock  
Monthly and seasonal streamflow forecasting of large dryland catchments in Brazil 期刊论文
发表期刊: 干旱区科学. 出版年: 2021, 卷号: 13, 期号: 3, 页码: 1674-6767
作者:  Costa Alexandre C;  Estacio Alvson B S;  Souza Filho Francisco De A De;  Lima Neto Iran E
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/19
nonlinear time series analysis  probabilistic streamflow forecasting  reconstructed streamflow data  dryland hydrology  rainfall-runoff modelling  stochastic dynamical systems  
New Approach to Estimate Extreme Flooding Using Continuous Synthetic Simulation Supported by Regional Precipitation and Non-Systematic Flood Data 期刊论文
发表期刊: WATER. 出版年: 2020, 卷号: 12, 期号: 11
作者:  Beneyto, Carles;  Aranda, Jose angel;  Benito, Gerardo;  Frances, Felix
收藏  |  浏览/下载：9/0  |  提交时间：2021/01/07
weather generator  palaeoflood  regional extreme precipitation study  ephemeral river  fully distributed hydrology  flood quantiles  Rambla de la Viuda  
Sensitivity of hydrologic and geologic parameters on recharge processes in a highly heterogeneous, semi-confined aquifer system 期刊论文
发表期刊: HYDROLOGY AND EARTH SYSTEM SCIENCES. 出版年: 2020, 卷号: 24, 期号: 5, 页码: 2437-2456
作者:  Maples, Stephen R.;  Foglia, Laura;  Fogg, Graham E.;  Maxwell, Reed M.
收藏  |  浏览/下载：2/0  |  提交时间：2021/01/07
Modeling rainfall interception components of forests: Extending drip equations 期刊论文
发表期刊: AGRICULTURAL AND FOREST METEOROLOGY. 出版年: 2019, 卷号: 279
作者:  Navar, Jose
收藏  |  浏览/下载：2/0  |  提交时间：2020/03/23
Extended drip equations  Rainfall duration and intensity  Leaf area index  Tropical dry  Temperate  Tropical montane cloud  Arid & semi-arid forests  
Stochastic reconstruction of spatio-temporal rainfall patterns by inverse hydrologic modelling 期刊论文
发表期刊: HYDROLOGY AND EARTH SYSTEM SCIENCES. 出版年: 2019, 卷号: 23, 期号: 1, 页码: 225-237
作者:  Grundmann, Jens;  Horning, Sebastian;  Bardossy, Andras
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/29
Pareto-optimal MPSA-MGGP: A new gene-annealing model for monthly rainfall forecasting 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2019, 卷号: 571, 页码: 406-415
作者:  Mehr, Ali Danandeh;  Jabarnejad, Masood;  Nourani, Vahid
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
Rainfall  Time series forecasting  multigene genetic programming  Simulated annealing  Semiarid region