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Predicting the infiltration characteristics for semi-arid regions using regression trees 期刊论文
发表期刊: WATER SUPPLY. 出版年: 2021
作者:  Sihag, Parveen;  Kumar, Munish;  Sammen, Saad Sh.
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
cumulative infiltration  infiltration rate  M5 tree  random forest  random tree  
Multiple AI model integration strategy-Application to saturated hydraulic conductivity prediction from easily available soil properties 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2020, 卷号: 196
作者:  Kashani, Mahsa H.;  Ghorbani, Mohammad Ali;  Shahabi, Mahmood;  Naganna, Sujay Raghavendra;  Diop, Lamine
收藏  |  浏览/下载：14/0  |  提交时间：2020/03/23
Saturated hydraulic conductivity  Extreme learning machine  Multiple model strategy  Multivariate adaptive regression splines  M5Tree  Support vector machine  Prediction  
A novel nonlinear Arps decline model with salp swarm algorithm for predicting pan evaporation in the arid and semi-arid regions of China 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2020, 卷号: 582
作者:  Wang, Haomin;  Yan, Hui;  Zeng, Wenzhi;  Lei, Guoqing;  Ao, Chang;  Zha, Yuanyuan
收藏  |  浏览/下载：16/0  |  提交时间：2020/05/22
Machine learning  Cross-station  Meta-heuristic algorithm  Model comparison  
Multi-algorithm comparison for predicting soil salinity 期刊论文
发表期刊: GEODERMA. 出版年: 2020, 卷号: 365
作者:  Wang, Fei;  Shi, Zhou;  Biswas, Asim;  Yang, Shengtian;  Ding, Jianli
收藏  |  浏览/下载：21/0  |  提交时间：2020/05/22
Soil salinization  Predictive mapping  Environmental covariates  Algorithms  Random forest  
Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2018, 卷号: 73, 页码: 503-521
作者:  Samat, Alim;  Gamba, Paolo;  Liu, Sicong;  Miao, Zelang;  Li, Erzhu;  Abuduwaili, Jilili
收藏  |  浏览/下载：20/0  |  提交时间：2019/11/29
Polarization signature  Random M5 model forest  Classification via random forest regression  Halophytic plants  ALOS-2  PolSAR image classification  
Comparison of artificial neural network and decision tree models in estimating spatial distribution of snow depth in a semi-arid region of Iran 期刊论文
发表期刊: COLD REGIONS SCIENCE AND TECHNOLOGY. 出版年: 2016, 卷号: 122, 页码: 26-35
作者:  Gharaei-Manesh, Samaneh;  Fathzadeh, Ali;  Taghizadeh-Mehrjardi, Ruhollah
Adobe PDF(4305Kb)  |  收藏  |  浏览/下载：12/9  |  提交时间：2019/11/29
Snow depth  Cubist  Decision tree  Terrain parameters  Artificial neural networks  
An investigation on generalization ability of artificial neural networks and M5 model tree in modeling reference evapotranspiration 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2016, 卷号: 126, 期号: 3-4, 页码: 413-425
作者:  Kisi, Ozgur;  Kilic, Yasin
Adobe PDF(1724Kb)  |  收藏  |  浏览/下载：15/2  |  提交时间：2019/11/29
Prediction of Groundwater Level for Sustainable Water Management in an Arid Basin Using Datadriven Models 会议论文
会议名称: International Conference on Sustainable Energy and Environmental Engineering (SEEE). 会议地点: Bangkok, THAILAND. 会议日期: OCT 25-26, 2015
作者:  Huang, Mutao;  Tian, Yong
收藏  |  浏览/下载：2/0  |  提交时间：2019/12/09
data-driven  groundwater level forecasting  ANN  SVM  model tree  
Prediction of Groundwater Level for Sustainable Water Management in an Arid Basin Using Datadriven Models 会议论文
会议名称: International Conference on Sustainable Energy and Environmental Engineering (SEEE). 会议地点: Bangkok, THAILAND. 会议日期: OCT 25-26, 2015
作者:  Huang, Mutao;  Tian, Yong
收藏  |  浏览/下载：9/0  |  提交时间：2019/12/09
data-driven  groundwater level forecasting  ANN  SVM  model tree  
Analysis of the Effect of Missing Weather Data on Estimating Daily Reference Evapotranspiration Under Different Climatic Conditions 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2015, 卷号: 29, 期号: 7, 页码: 2107-2124
作者:  Majidi, M.;  Alizadeh, A.;  Vazifedoust, M.;  Farid, A.;  Ahmadi, T.
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Missing weather data  ETo equations  Dew point temperature  Wind speed