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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：14/0  |  提交时间：2022/03/17
Heterogeneous data  Flood modelling  Random forest (RF)  Artificial neural network (ANN)  Generalized linear model (GLM)  
Reservoir operation under influence of the joint uncertainty of inflow and evaporation 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者:  Bozorg-Haddad, Omid;  Yari, Pouria;  Delpasand, Mohammad;  Chu, Xuefeng
收藏  |  浏览/下载：26/0  |  提交时间：2021/07/30
Reservoir operation management  Artificial neural network (ANN)  Probability distribution  Uncertainty analysis  Monte Carlo simulation  Reservoir performance indices  
Vegetation type and land cover mapping in a semi-arid heterogeneous forested wetland of India: comparing image classification algorithms 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者:  Deval, Kundan;  Joshi, P. K.
收藏  |  浏览/下载：11/0  |  提交时间：2021/11/29
Vegetation type  Land cover  Semi-arid wetland  Maximum Likelihood (MXL)  Artificial Neural Network (ANN)  Support Vector Machine (SVM)  WorldView2  
Highly Accurate Prediction Model for Daily Runoff in Semi-Arid Basin Exploiting Metaheuristic Learning Algorithms 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 92500-92515
作者:  Aoulmi, Yamina;  Marouf, Nadir;  Amireche, Mohamed;  Kisi, Ozgur;  Shubair, Raed M.;  Keshtegar, Behrooz
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/19
Predictive models  Artificial neural networks  Genetic algorithms  Data models  Training  Computational modeling  Optimization  Rainfall-runoff models  artificial neural network (ANN)  genetic algorithms (GA)  particle swarm optimization (PSO)  firefly algorithm (FFA)  improved particle swarm optimization (IPSO)  Seybouse watershed  semi-arid region  
Evaluation of coupled ANN-GA model to prioritize flood source areas in ungauged watersheds 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2020, 卷号: 51, 期号: 3, 页码: 423-442
作者:  Dehghanian, Naser;  Saeid Mousavi Nadoushani, S.;  Saghafian, Bahram;  Damavandi, Morteza Rayati
收藏  |  浏览/下载：5/0  |  提交时间：2021/01/07
artificial neural network (ANN)  flood source areas (FSAs)  hydrological homogenous regions (HHRs)  ModClark  semi-arid ungauged watersheds  unit flood response (UFR)  
Modeling Diurnal Land Surface Temperature on a Local Scale of an Arid Environment Using Artificial Neural Network (ANN) and Time Series of Landsat-8 Derived Spectral Indexes 期刊论文
发表期刊: JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS. 出版年: 2020, 卷号: 206
作者:  Sekertekin, Aliihsan;  Arslan, Niyazi;  Bilgili, Mehmet
收藏  |  浏览/下载：5/0  |  提交时间：2021/01/07
Land surface temperature (LST)  Artificial neural network (ANN)  Spectral indexes  SURFRAD  
3D characterization of Hippocampus in Dementia 会议论文
会议名称: 3rd International Conference on Bio-engineering for Smart Technologies (BioSMART). 会议地点: Paris, FRANCE. 会议日期: APR 24-26, 2019
作者:  Mezrioui, Nour El Houda;  Aloui, Kamel;  Nait-Ali, Amine;  Naceur, Mohamed Saber
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/30
Magnetic resonance imaging (MRI)  Dementia (DEM)  Hippocampus  Geometric descriptors  Artificial Neural Network (ANN)  
Monitoring and predicting land use/cover changes in the Aksu-Tarim River Basin, Xinjiang-China (1990-2030) 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2019, 卷号: 191, 期号: 8
作者:  El-Tantawi, Attia M.;  Bao, Anming;  Chang, Cun;  Liu, Ying
收藏  |  浏览/下载：21/0  |  提交时间：2019/11/29
Land use  cover change  Artificial neural network (ANN)  Reconnaissance Drought Index  Aksu  Tarim River Basin  Xinjiang  
Performance comparison of land change modeling techniques for land use projection of arid watersheds 期刊论文
发表期刊: GLOBAL JOURNAL OF ENVIRONMENTAL SCIENCE AND MANAGEMENT-GJESM. 出版年: 2018, 卷号: 4, 期号: 3, 页码: 263-280
作者:  Tajbakhsh, S. M.;  Memarian, H.;  Moradi, K.;  Afshar, A. H. Aghakhani
收藏  |  浏览/下载：3/0  |  提交时间：2021/01/08
Artificial neural network-multi layer perceptron (ANN-MLP)  CA-Markov  Fuzzy-analytic hierarchy process (Fuzzy-AHP)  Land use change  Simulation  
A framework for the assessment of reservoir operation adaptation to climate change in an arid region 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF GLOBAL WARMING. 出版年: 2016, 卷号: 9, 期号: 3, 页码: 286-305
作者:  Banihabib, Mohammad Ebrahim;  Hasani, Khadijeh;  Bavani, Ali Reza Massah;  Asgari, Kamran
Adobe PDF(752Kb)  |  收藏  |  浏览/下载：20/13  |  提交时间：2019/11/29
arid region  artificial neural network  ANN  climate change  adaptation  downscaling  global warming  IHACRES  rainfall-runoff model  rule curve  reservoir operation  water supply index