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Predictive modeling of groundwater nitrate pollution and evaluating its main impact factors using random forest 期刊论文
发表期刊: CHEMOSPHERE. 出版年: 2022, 卷号: 290
作者:  He, Song;  Wu, Jianhua;  Wang, Dan;  He, Xiaodong
收藏  |  浏览/下载：17/0  |  提交时间：2022/03/17
Groundwater nitrate  Environmental factors  Machine learning  Random forest  Predictor variable importance  
TransDIR: Deformable imaging registration network based on transformer to improve the feature extraction ability 期刊论文
发表期刊: MEDICAL PHYSICS. 出版年: 2022, 卷号: 49, 期号: 2, 页码: 952-965
作者:  Yang, Tiejun;  Bai, Xinhao;  Cui, Xiaojuan;  Gong, Yuehong;  Li, Lei
收藏  |  浏览/下载：16/0  |  提交时间：2022/03/17
global feature extraction  registration  transformer  zero padding  
Random forest and naive Bayes approaches as tools for flash flood hazard susceptibility prediction, South Ras El-Zait, Gulf of Suez Coast, Egypt 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 3
作者:  Abu El-Magd, Sherif Ahmed
收藏  |  浏览/下载：47/0  |  提交时间：2022/03/17
Machine learning  Flash flood model  Naive Bayes  Random forest  Wadi El-Dib  Egypt  
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：16/0  |  提交时间：2022/03/17
Heterogeneous data  Flood modelling  Random forest (RF)  Artificial neural network (ANN)  Generalized linear model (GLM)  
Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Naimi, Salman;  Ayoubi, Shamsollah;  Dematte, Jose A. M.;  Zeraatpisheh, Mojtaba;  Amorim, Merilyn Taynara Accorsi;  Mello, Fellipe Alcantara de Oliveira
收藏  |  浏览/下载：37/0  |  提交时间：2021/11/29
Spatial prediction  environmental covariates  synthetic soil image (SySI)  Cubist  random forest  machine learning  
Influence of human activities, social and environmental variables on the behavior of guanacos in Southern Andean Precordillera (Argentina) 期刊论文
发表期刊: STUDIES ON NEOTROPICAL FAUNA AND ENVIRONMENT. 出版年: 2021
作者:  Puig, Silvia;  Videla, Fernando;  Irene Rosi, Maria
收藏  |  浏览/下载：1/0  |  提交时间：2021/11/29
Wild camelids  flight and vigilance behaviors  anthropogenic effects  social interactions  environmental features  
Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Pal, Subodh Chandra;  Saha, Asish;  Chowdhuri, Indrajit;  Adeli, Behzad;  Janizadeh, Saeid;  Dineva, Adrienn A.;  Wang, Xiaojing;  Mosavi, Amirhosein
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
Groundwater potential mapping  groundwater management  hybrid deep learning  deep boosting  ROC-AUC  artificial intelligence  
Deep learning and boosting framework for piping erosion susceptibility modeling: spatial evaluation of agricultural areas in the semi-arid region 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Janizadeh, Saeid;  Bhunia, Gouri Sankar;  Bera, Amit;  Quoc Bao Pham;  Nguyen Thi Thuy Linh;  Balogun, Abdul-Lateef;  Wang, Xiaojing
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Piping erosion  agriculture land use  machine learning  deep boosting  Zarandieh watershed  
Intelligent random noise modeling by the improved variational autoencoding method and its application to data augmentation 期刊论文
发表期刊: GEOPHYSICS. 出版年: 2021, 卷号: 86, 期号: 1, 页码: T19-T31
作者:  Feng, Qiankun;  Li, Yue;  Wang, Hongzhou
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Community phylogeographic patterns reveal how a barrier filters and structures taxa in North American warm deserts 期刊论文
发表期刊: JOURNAL OF BIOGEOGRAPHY. 出版年: 2021, 卷号: 48, 期号: 6, 页码: 1267-1283
作者:  Provost, Kaiya L.;  Myers, Edward A.;  Smith, Brian Tilston
收藏  |  浏览/下载：11/0  |  提交时间：2021/07/30
biogeographic barrier  comparative phylogeography  functional traits  genetic diversity  isolation by distance  isolation with migration  neural net  isolation with migration