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Comparison of new individual and hybrid machine learning algorithms for modeling and mapping fire hazard: a supplementary analysis of fire hazard in different counties of Golestan Province in Iran 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2020, 卷号: 104, 期号: 1, 页码: 305-327
作者:  Eskandari, Saeedeh;  Amiri, Mahdis;  Sadhasivam, Nitheshnirmal;  Pourghasemi, Hamid Reza
收藏  |  浏览/下载：16/0  |  提交时间：2021/01/07
Fire hazard mapping  Individual and hybrid modeling  Effective factors  XGBoost  Machine learning  Distance to urban areas (DTU)  
USE OF INTERNET RESOURCES BY RELIGIOUS ORGANIZATIONS 期刊论文
发表期刊: BULLETIN OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN. 出版年: 2020, 期号: 6, 页码: 361-368
作者:  Nussipbayev, Y. B.;  Manabayev, B. M.;  Isakhan, M.
收藏  |  浏览/下载：4/0  |  提交时间：2021/08/05
cyber-religiosity  cyber-religion  offline  online  information society  virtual society  kaznet  runet  synodal  marginal  religious propaganda  preacher  time-space  the theological norms  
Application of remote sensing techniques and machine learning algorithms in dust source detection and dust source susceptibility mapping 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2020, 卷号: 56
作者:  Boroughani, Mahdi;  Pourhashemi, Sima;  Hashemi, Hossein;  Salehi, Mahdi;  Amirahmadi, Abolghasem;  Asadi, Mohammad Ali Zangane;  Berndtsson, Ronny
收藏  |  浏览/下载：6/0  |  提交时间：2020/05/22
Dust source  Frequency ratio (FR)  Weights of evidence (WOE)  Random Forest (RF)  Remote sensing  Iran  
A comparison of machine learning models for the mapping of groundwater spring potential 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2020, 卷号: 79, 期号: 10
作者:  Al-Fugara, A';  kif;  Pourghasemi, Hamid Reza;  Al-Shabeeb, Abdel Rahman;  Habib, Maan;  Al-Adamat, Rida;  AI-Amoush, Hani;  Collins, Adrian L.
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/01
Machine learning models  Groundwater mapping  Geographic information system  Variable importance  Jordan  
Gully Head-Cut Distribution Modeling Using Machine Learning Methods-A Case Study of NW Iran 期刊论文
发表期刊: WATER. 出版年: 2020, 卷号: 12, 期号: 1
作者:  Arabameri, Alireza;  Chen, Wei;  Blaschke, Thomas;  Tiefenbacher, John P.;  Pradhan, Biswajeet;  Dieu Tien Bui
收藏  |  浏览/下载：4/0  |  提交时间：2020/05/22
gully head-cuts  machine learning modeling  soil erosion  Iran  
A dung beetle that path integrates without the use of landmarks 期刊论文
发表期刊: ANIMAL COGNITION. 出版年: 2020, 卷号: 23, 期号: 6, 页码: 1161-1175
作者:  Dacke, Marie;  el Jundi, Basil;  Gagnon, Yakir;  Yilmaz, Ayse;  Byrne, Marcus;  Baird, Emily
收藏  |  浏览/下载：8/0  |  提交时间：2021/01/07
Navigation  Homing  Path integration  Search  Dung beetle  Scarabaeus  
Using machine learning algorithms to map the groundwater recharge potential zones 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL MANAGEMENT. 出版年: 2020, 卷号: 265
作者:  Pourghasemi, Hamid Reza;  Sadhasivam, Nitheshnirmal;  Yousefi, Saleh;  Tavangar, Shahla;  Nazarlou, Hamid Ghaffari;  Santosh, M.
收藏  |  浏览/下载：2/0  |  提交时间：2021/01/07
Groundwater recharge  Machine learning algorithms  Variable importance  LASSO  
Comparison of spectral and spatial-based approaches for mapping the local variation of soil moisture in a semi-arid mountainous area 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2020, 卷号: 724
作者:  Fathololoumi, Solmaz;  Vaezi, Ali Reza;  Alavipanah, Seyed Kazem;  Ghorbani, Ardavan;  Biswas, Asim
收藏  |  浏览/下载：7/0  |  提交时间：2021/01/07
Soil moisture  Interpolation methods  Regression  Variable importance  Vector machine  Uncertainty  
On the Origins of Computationally Complex Behavior 期刊论文
发表期刊: JOURNAL OF EXPERIMENTAL PSYCHOLOGY-ANIMAL LEARNING AND COGNITION. 出版年: 2020, 卷号: 46, 期号: 1, 页码: 1-15
作者:  Grace, Randolph C.;  Carvell, Georgina E.;  Morton, Nicola J.;  Grice, Matt;  Wilson, Anna J.;  Kemp, Simon
收藏  |  浏览/下载：4/0  |  提交时间：2021/01/07
spatial navigation  computation  representation  psychophysics  abstract algebra  
Comparative assessment of bivariate, multivariate and machine learning models for mapping flood proneness 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2020, 卷号: 100, 期号: 2, 页码: 461-491
作者:  Al-Abadi, Alaa M.;  Al-Najar, Noor A.
收藏  |  浏览/下载：5/0  |  提交时间：2020/05/22
Machine learning models  Bivariate models  Flood  Iraq