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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
Natural Hazards, 2020, 卷号: 104, 期号: 1
作者:  Eskandari S.;  Amiri M.;  Sãdhasivam N.;  Pourghasemi H.R.
收藏  |  浏览/下载:24/0  |  提交时间:2021/09/01
Distance to urban areas (DTU)  Effective factors  Fire hazard mapping  Individual and hybrid modeling  Machine learning  XGBoost  
Evaluating landscape-scale wildfire exposure in northwestern Iran 期刊论文
Natural Hazards, 2020, 卷号: 101, 期号: 3
作者:  Jahdi R.;  Salis M.;  Alcasena F.J.;  Arabi M.;  Arca B.;  Duce P.
收藏  |  浏览/下载:32/0  |  提交时间:2021/09/01
Burn probability  MTT algorithm  Wildfire management  Wildfire risk  
Zoning map for drought prediction using integrated machine learning models with a nomadic people optimization algorithm 期刊论文
Natural Hazards, 2020, 卷号: 104, 期号: 1
作者:  Mohamadi S.;  Sammen S.S.;  Panahi F.;  Ehteram M.;  Kisi O.;  Mosavi A.;  Ahmed A.N.;  El-Shafie A.;  Al-Ansari N.
收藏  |  浏览/下载:24/0  |  提交时间:2021/09/01
ANFIS  Drought  MLP  Nomadic people optimization algorithm  SPI  SVM  
RETRACTED ARTICLE: Horizontal global solar radiation estimation using hybrid SVM-firefly and SVM-wavelet algorithms: a case study 期刊论文
Natural Hazards, 2020, 卷号: 102, 期号: 3
作者:  Mohammadi K.;  Shamshirband S.;  Danesh A.S.;  Zamani M.;  Sudheer C.
收藏  |  浏览/下载:17/0  |  提交时间:2021/09/01
Decision support for infrastructure planning: a comprehensive location–allocation model for fire station in complex urban system 期刊论文
Natural Hazards, 2020, 卷号: 102, 期号: 3
作者:  Uddin M.S.;  Warnitchai P.
收藏  |  浏览/下载:23/0  |  提交时间:2021/09/01
Critical infrastructure  Decision support  Fire station  Location–allocation problem  Multi-criteria  Urban sustainability  
SEPM: rapid seism emergency information processing based on social media 期刊论文
Natural Hazards, 2020, 卷号: 104, 期号: 1
作者:  Bai X.;  Liu X.;  Lu S.;  Zhang X.;  Su W.;  Su X.;  Li L.
收藏  |  浏览/下载:15/0  |  提交时间:2021/09/01
Earthquake emergency information  Information classification  Social media  TF–IDF  Thesaurus weight calculation  
Potential flood risk due to urbanization expansion in arid environments, Saudi Arabia 期刊论文
Natural Hazards, 2020, 卷号: 104, 期号: 1
作者:  Bahrawi J.;  Ewea H.;  Kamis A.;  Elhag M.
收藏  |  浏览/下载:13/0  |  提交时间:2021/09/01
Classification  Peak flow  Remote sensing  Temporal analysis  Watershed management  
Best optimizer selection for predicting bushfire occurrences using deep learning 期刊论文
Natural Hazards, 2020, 卷号: 103, 期号: 1
作者:  Halgamuge M.N.;  Daminda E.;  Nirmalathas A.
收藏  |  浏览/下载:29/0  |  提交时间:2021/09/01
Accuracy  Adadelta  Adagrad  Adam  Bushfire  Deep learning  Nadam  Optimizers  Prediction  RMSprop  SGD  Sparse data  
Comparative performance of new hybrid ANFIS models in landslide susceptibility mapping 期刊论文
Natural Hazards, 2020, 卷号: 103, 期号: 2
作者:  Paryani S.;  Neshat A.;  Javadi S.;  Pradhan B.
收藏  |  浏览/下载:25/0  |  提交时间:2021/09/01
ANFIS  GIS  Grey wolf optimization  Landslide susceptibility  Particle swarm optimization  
Detrended fluctuation analysis of seismicity and order parameter fluctuations before the M7.1 Ridgecrest earthquake 期刊论文
Natural Hazards, 2020, 卷号: 100, 期号: 2
作者:  Skordas E.S.;  Christopoulos S.-R.G.;  Sarlis N.V.
收藏  |  浏览/下载:29/0  |  提交时间:2021/09/01
Coherent noise model  Detrended fluctuation analysis  Earthquakes  Natural time analysis  Order parameter of seismicity