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DEM resolution effects on machine learning performance for flood probability mapping 期刊论文
发表期刊: JOURNAL OF HYDRO-ENVIRONMENT RESEARCH. 出版年: 2022, 卷号: 40
作者:  Avand, Mohammadtaghi;  Kuriqi, Alban;  Khazaei, Majid;  Ghorbanzadeh, Omid
收藏  |  浏览/下载：15/0  |  提交时间：2022/03/17
Heterogeneous data  Flood modelling  Random forest (RF)  Artificial neural network (ANN)  Generalized linear model (GLM)  
A New Approach for Regional Groundwater Level Simulation: Clustering, Simulation, and Optimization 期刊论文
发表期刊: NATURAL RESOURCES RESEARCH. 出版年: 2021
作者:  Kayhomayoon, Zahra;  Milan, Sami Ghordoyee;  Azar, Naser Arya;  Moghaddam, Hamid Kardan
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
Groundwater level  WOA  PSO  Aquifer hydrograph  Spatial clustering  
Multivariate Drought Forecasting in Short- and Long-Term Horizons Using MSPI and Data-Driven Approaches 期刊论文
发表期刊: JOURNAL OF HYDROLOGIC ENGINEERING. 出版年: 2021, 卷号: 26, 期号: 4
作者:  Aghelpour, Pouya;  Kisi, Ozgur;  Varshavian, Vahid
收藏  |  浏览/下载：25/0  |  提交时间：2021/07/30
Multivariate standardized precipitation index (MSPI)  Multivariate drought  Generalized regression neural network (GRNN)  Adaptive neuro-fuzzy inference system with fuzzy C-means clustering (ANFIS-FCM)  Group method of data handling (GMDH)  
Multivariate modeling of groundwater quality using hybrid evolutionary soft-computing methods in various climatic condition areas of Iran 期刊论文
发表期刊: AQUA-WATER INFRASTRUCTURE ECOSYSTEMS AND SOCIETY. 出版年: 2021, 卷号: 70, 期号: 3, 页码: 328-341
作者:  Emadi, Alireza;  Zamanzad-Ghavidel, Sarvin;  Sobhani, Reza;  Rashid-Niaghi, Ali
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
climatic condition  groundwater quality  modeling  soft-computing  wavelet theory  
Evaporation in Brazilian dryland reservoirs: Spatial variability and impact of riparian vegetation 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 797
作者:  Rodrigues, Italo Sampaio;  Gomes Costa, Carlos Alexandre;  Raabe, Armin;  Augusto Medeiros, Pedro Henrique;  de Araujo, Jose Carlos
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/29
Evaporation  Hydrological processes  Remote sensing  Landsat images  Riparian vegetation  
Spatial Interaction of Urban-Rural System and Influence Pattern in the Arid Inland River Basin - a Case Study in Shiyang River Basin in Northwest China 期刊论文
发表期刊: POLISH JOURNAL OF ENVIRONMENTAL STUDIES. 出版年: 2021, 卷号: 30, 期号: 4, 页码: 3307-3316
作者:  Wei, Wei;  Zhang, Xueyuan;  Liu, Chunfang;  Zhou, Junju;  Xie, Binbin;  Li, Chuanhua
收藏  |  浏览/下载：18/0  |  提交时间：2021/11/29
spatial interaction  urban-rural system  Influence pattern  Shiyang River Basin  
Artificial intelligence system-based oasis soil water quality measurement and network marketing behavior analysis 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 15
作者:  Hu, Fagang
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/19
Artificial intelligence  Oasis environment  Soil water quality  Internet marketing  
Evaluation of artificial intelligence models for flood and drought forecasting in arid and tropical regions 期刊论文
发表期刊: ENVIRONMENTAL MODELLING & SOFTWARE. 出版年: 2021, 卷号: 144
作者:  Adikari, Kasuni E.;  Shrestha, Sangam;  Ratnayake, Dhanika T.;  Budhathoki, Aakanchya;  Mohanasundaram, S.;  Dailey, Matthew N.
收藏  |  浏览/下载：11/0  |  提交时间：2021/11/29
Forecasting  Floods  Droughts  Artificial intelligence  Convolutional neural network  Long-short term memory network  
Factors controlling the asymmetry of soil moisture and vegetation dynamics in a hilly Mediterranean catchment 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 598
作者:  Garcia-Gamero, V;  Pena, A.;  Laguna, A. M.;  Giraldez, J., V;  Vanwalleghem, T.
收藏  |  浏览/下载：21/0  |  提交时间：2021/11/29
Soil moisture  Slope aspect  Mediterranean environments  Shallow aquifer recharge  
Application of BP - ANN model in evaluation of soil quality in the arid area, northwest China 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2021, 卷号: 208
作者:  Shao, Wenyan;  Guan, Qingyu;  Tan, Zhe;  Luo, Haiping;  Li, Huichun;  Sun, Yunfan;  Ma, Yunrui
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
Soil quality evaluation  BP-ANN  Heavy metal  Soil nutrient  Arid area