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Machine learning-based modeling of saturated hydraulic conductivity in soils of tropical semi-arid zone of India 期刊论文
发表期刊: SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES. 出版年: 2022, 卷号: 47, 期号: 1
作者:  More, Satish Bhaurao;  Deka, Paresh Chandra;  Patil, Amit Prakash;  Naganna, Sujay Raghavendra
收藏  |  浏览/下载：28/0  |  提交时间：2022/03/17
Saturated hydraulic conductivity  Guelph permeameter  ELM  SVM  ANFIS  
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)  
Groundwater management in arid and semi-arid regions 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 4
作者:  Zamani, Mohammad Ghadir;  Moridi, Ali;  Yazdi, Jafar
收藏  |  浏览/下载：7/0  |  提交时间：2022/03/17
MODFLOW  Multi-objective evolutionary algorithm (MOEA)  Water-food-energy nexus  Subsidy Reform Plan  Sustainable groundwater  
Predicting wind erosion rate using portable wind tunnel combined with machine learning algorithms in calcareous soils, southern Iran 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL MANAGEMENT. 出版年: 2022, 卷号: 304
作者:  Mina, Monireh;  Rezaei, Mahrooz;  Sameni, Abdolmajid;  Ostovari, Yaser;  Ritsema, Coen
收藏  |  浏览/下载：23/0  |  提交时间：2022/03/17
Decision tree  Dust emission  Genetic algorithm  Land degradation  
Improving estimation of missing data in historical monthly precipitation by evolutionary methods in the semi-arid area 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者:  Farzandi, Mahboobeh;  Sanaeinejad, Hossein;  Rezaei-Pazhan, Hojat;  Sarmad, Majid
收藏  |  浏览/下载：27/0  |  提交时间：2021/11/19
Data assimilation  Precipitation of Iran  Missing data  Genetic algorithm  Ant colony  
A new method of searching for concealed Au deposits by using the spectrum of arid desert plant species 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2021
作者:  Cui Shichao;  Zhou Kefa;  Zhang Guanbin;  Ding Rufu;  Wang Jinlin;  Cheng Yinyi;  Jiang Guo
收藏  |  浏览/下载：57/0  |  提交时间：2021/11/19
concealed Au deposits  reflectance spectroscopy  soil Au content  characteristic band  soil geochemical prospecting  competitive adaptive reweighted sampling  Seriphidium terrae-albae  
The application of harmony search and genetic algorithms for the simultaneous optimization of integrated reservoir-FARM systems (IRFS)* 期刊论文
发表期刊: IRRIGATION AND DRAINAGE. 出版年: 2021
作者:  Ranjbar, N.;  Anvari, S.;  Delavar, M.
收藏  |  浏览/下载：5/0  |  提交时间：2021/07/30
crop yield  irrigation scheduling  optimization  reservoir operation  Sattarkhan Dam  
Energy Harvesting and Water Saving in Arid Regions via Solar PV Accommodation in Irrigation Canals 期刊论文
发表期刊: ENERGIES. 出版年: 2021, 卷号: 14, 期号: 9
作者:  Alhejji, Ayman;  Kuriqi, Alban;  Jurasz, Jakub;  Abo-Elyousr, Farag K.
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
cuckoo search  economic feasibility  microgrids  renewable energy  water evaporation  
Predicting land susceptibility to atmospheric dust emissions in central Iran by combining integrated data mining and a regional climate model 期刊论文
发表期刊: ATMOSPHERIC POLLUTION RESEARCH. 出版年: 2021, 卷号: 12, 期号: 4, 页码: 172-187
作者:  Gholami, Hamid;  Mohamadifar, Aliakbar;  Rahimi, Setareh;  Kaskaoutis, Dimitris G.;  Collins, Adrian L.
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/19
Dust emissions  Land-susceptibility factors  Data mining models  Land susceptibility mapping  Iran  
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