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Modelling and accessing land degradation vulnerability using remote sensing techniques and the analytical hierarchy process approach 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Tolche, Abebe Debele;  Gurara, Megersa Adugna;  Pham, Quoc Bao;  Anh, Duong Tran
收藏  |  浏览/下载：16/0  |  提交时间：2021/11/19
Land degradation  MODIS NDVI  AHP  land surface temperature  pedological properties  soil and water conservation  
Integration of statistical models and ensemble machine learning algorithms (MLAs) for developing the novel hybrid groundwater potentiality models: a case study of semi-arid watershed in Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Almesfer, Mohammed K.;  Shahfahad;  Hang, Hoang Thi;  Rahman, Atiqur
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
Groundwater potential modelling  ensemble machine learning algorithm  statistical models  novel hybrid models  information gain ratio  
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：14/0  |  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：11/0  |  提交时间：2021/07/30
Piping erosion  agriculture land use  machine learning  deep boosting  Zarandieh watershed  
Which skin prick test wheal size detects true allergy to Salsola kali? 期刊论文
发表期刊: EUROPEAN ANNALS OF ALLERGY AND CLINICAL IMMUNOLOGY. 出版年: 2021, 卷号: 53, 期号: 5, 页码: 228-233
作者:  Al-Ahmad, M.;  Jusufovic, E.;  Arifhodzic, N.
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/19
Salsola kali  skin prick test  nasal provocation test  allergy  sensitivity  specificity  
Comparison of multi-criteria and artificial intelligence models for land-subsidence susceptibility zonation 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL MANAGEMENT. 出版年: 2021, 卷号: 284
作者:  Arabameri, Alireza;  Pal, Subodh Chandra;  Rezaie, Fatemeh;  Chakrabortty, Rabin;  Chowdhuri, Indrajit;  Blaschke, Thomas;  Ngo, Phuong Thao Thi
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
Land subsidence  Artificial intelligence  Iran  
Assessment of k-Nearest Neighbor and Random Forest Classifiers for Mapping Forest Fire Areas in Central Portugal Using Landsat-8, Sentinel-2, and Terra Imagery 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 7
作者:  Pacheco, Admilson da Penha;  Junior, Juarez Antonio da Silva;  Ruiz-Armenteros, Antonio Miguel;  Henriques, Renato Filipe Faria
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
k-Nearest Neighbor  Random Forest  fires  Landsat 8  Sentinel 2  Terra  ASTER  MODIS  burned  mapping  
基于水系沉积物的玄武岩岩性填图：以集宁浅覆盖区为例 会议论文
作者:  葛云钊;  张振杰;  成秋明;  武国朋
收藏  |  浏览/下载：12/0  |  提交时间：2021/12/01
地质填图  水系沉积物地球化学  随机森林  支持向量机  C-A分形模型  
Scrutinizing Relationships between Submarine Groundwater Discharge and Upstream Areas Using Thermal Remote Sensing: A Case Study in the Northern Persian Gulf 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 3
作者:  Samani, Aliakbar Nazari;  Farzin, Mohsen;  Rahmati, Omid;  Feiznia, Sadat;  Kazemi, Gholam Abbas;  Foody, Giles;  Melesse, Assefa M.
收藏  |  浏览/下载：8/0  |  提交时间：2021/03/08
thermal remote sensing  submarine groundwater discharge  geo-environmental variables  Persian Gulf  karstic formations  
Prediction on the fluoride contamination in groundwater at the Datong Basin, Northern China: Comparison of random forest, logistic regression and artificial neural network 期刊论文
发表期刊: APPLIED GEOCHEMISTRY. 出版年: 2021, 卷号: 132
作者:  Nafouanti, Mouigni Baraka;  Li, Junxia;  Mustapha, Nasiru Abba;  Uwamungu, Placide;  AL-Alimi, Dalal
收藏  |  浏览/下载：8/0  |  提交时间：2021/11/19
Groundwater  Fluoride  Random forest  Artificial neural network  Logistic regression