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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：33/0 | 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| RETRACTED ARTICLE: Horizontal global solar radiation estimation using hybrid SVM-firefly and SVM-wavelet algorithms: a case study 期刊论文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 |
