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Hydrogeochemical characterizations and quality evaluation of groundwater in the major river basins of a geologically and anthropogenically driven semi-arid tract of India 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 805
作者:  Mukherjee, Indrani;  Singh, Umesh Kumar
收藏  |  浏览/下载：33/0  |  提交时间：2021/11/19
Bland-Altman plot  Cokriging  Drinking water quality  Entropy water quality index  Hydrogeochemistry  Principal component analysis  
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  
Predicting the number of dusty days around the desert wetlands in southeastern Iran using feature selection and machine learning techniques 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 125
作者:  Ebrahimi-Khusfi, Zohre;  Nafarzadegan, Ali Reza;  Dargahian, Fatemeh
收藏  |  浏览/下载：23/0  |  提交时间：2021/07/30
Dust emissions  Boruta  MARS  Recursive feature elimination  Multicollinearity  Stochastic gradient boosting  Hamoun wetlands  
Evaluation of machine learning models for predicting the temporal variations of dust storm index in arid regions of Iran 期刊论文
发表期刊: ATMOSPHERIC POLLUTION RESEARCH. 出版年: 2021, 卷号: 12, 期号: 1, 页码: 134-147
作者:  Ebrahimi-Khusfi, Zohre;  Taghizadeh-Mehrjardi, Ruhollah;  Mirakbari, Maryam
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
Machine learning  Remote sensing data  Climatic parameters  Dust emissions  Dry lands  Iran  
Use of Random regression model for modeling growth trajectory in Jamunapari goat in the semi-arid region of India 期刊论文
发表期刊: LIVESTOCK SCIENCE. 出版年: 2021, 卷号: 253
作者:  Dige, Mahesh Shivanand;  Rout, Pramod Kumar;  Singh, Manoj Kumar;  Bhusan, Saket;  Kaushik, Rakesh;  Mahala, Sudarshan;  Gowane, Gopal Ramdasji
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/29
Animal model  Genotypes by environment interaction  Jamunapari goat  Random regression model  Sire re-ranking  
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  
Urban vegetation cover correlates with environmental variables in a desert city: insights of mitigation measures to climate change 期刊论文
发表期刊: URBAN ECOSYSTEMS. 出版年: 2020, 卷号: 23, 期号: 6, 页码: 1191-1207
作者:  Isela Ortega-Rosas, Carmen;  Alberto Enciso-Miranda, Carlos;  Macias-Duarte, Alberto;  Morales-Romero, Daniel;  Villarruel-Sahagun, Leopoldo
收藏  |  浏览/下载：6/0  |  提交时间：2020/05/22
Vegetation cover  Urban planning  Desert city  Total suspended particles  Daily temperature oscillation  Climate change  
Multi-task convolutional neural networks outperformed random forest for mapping soil particle size fractions in central Iran 期刊论文
发表期刊: GEODERMA. 出版年: 2020, 卷号: 376
作者:  Taghizadeh-Mehrjardi, R.;  Mahdianpari, M.;  Mohammadimanesh, F.;  Behrens, T.;  Toomanian, N.;  Scholten, T.;  Schmidt, K.
收藏  |  浏览/下载：3/0  |  提交时间：2021/01/07
Soil particle size fractions  Digital soil mapping  Convolutional neural network  Patch-based  Multi-task  
Identifying sources of dust aerosol using a new framework based on remote sensing and modelling 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2020, 卷号: 737
作者:  Rahmati, Omid;  Mohammadi, Farnoush;  Ghiasi, Seid Saeid;  Tiefenbacher, John;  Moghaddam, Davoud Davoudi;  Coulon, Frederic;  Nalivan, Omid Asadi;  Dieu Tien Bui
收藏  |  浏览/下载：3/0  |  提交时间：2021/01/07
Dust storm  Modelling  GIS  Remote sensing  Iran