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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)  
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  
Multicriteria Decision-Making Approach to Enhance Automated Anchor Pixel Selection Algorithm for Arid and Semi-Arid Regions 期刊论文
发表期刊: JOURNAL OF HYDROLOGIC ENGINEERING. 出版年: 2020, 卷号: 25, 期号: 11
作者:  Pourmohamad, Yavar;  Ghandehari, Ahmad;  Davary, Kamran;  Shirazi, Pooya
收藏  |  浏览/下载：9/0  |  提交时间：2021/07/30
Actual evapotranspiration  Endmember pixels  Search algorithm  Surface energy balance algorithm for land (SEBAL)