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Risk assessment of engineering diseases of embankment-bridge transition section for railway in permafrost regions 期刊论文
PERMAFROST AND PERIGLACIAL PROCESSES, 2022, 卷号: 33, 期号: 1
作者:  Zhang, Saize;  Niu, Fujun;  Wang, Shi;  Sun, Yongning;  Wang, Jinchang;  Dong, Tianchun
收藏  |  浏览/下载：49/0  |  提交时间：2022/04/28
SUPPORT VECTOR MACHINE  QINGHAI-TIBET HIGHWAY  THERMAL REGIME  FROZEN SOIL  SVM MODEL  LANDSLIDE  SIMULATION  DECISION  BEHAVIOR  PLATEAU  
Investigating the application of artificial intelligence for earthquake prediction in Terengganu 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者:  Marhain S.;  Ahmed A.N.;  Murti M.A.;  Kumar P.;  El-Shafie A.
收藏  |  浏览/下载：66/0  |  提交时间：2021/09/01
Artificial intelligence  Boosted decision tree regression  Earthquake prediction  Machine learning algorithm  Multivariate adaptive regression spline  Pearson correlation coefficient  Random forest  Support vector machine  Uncertainty analysis  
Bagging-based machine learning algorithms for landslide susceptibility modeling 期刊论文
Natural Hazards, 2021
作者:  Zhang T.;  Fu Q.;  Wang H.;  Liu F.;  Wang H.;  Han L.
收藏  |  浏览/下载：34/0  |  提交时间：2021/09/01
Bagging  Best-first decision tree  Classification and regression tree  Functional tree  Landslide susceptibility  Support vector machine  
Scenario archetypes reveal risks and opportunities for global mountain futures 期刊论文
Global Environmental Change, 2021, 卷号: 69
作者:  Thorn J.P.R.;  Klein J.A.;  Steger C.;  Hopping K.A.;  Capitani C.;  Tucker C.M.;  Reid R.S.;  Marchant R.A.
收藏  |  浏览/下载：49/0  |  提交时间：2021/09/01
Decision support  Desirable futures  Participatory scenario planning  Science policy interface  Stakeholder participation  Sustainability science  
Location-allocation modeling for emergency evacuation planning with GIS and remote sensing: A case study of Northeast Bangladesh 期刊论文
GEOSCIENCE FRONTIERS, 2021, 卷号: 12, 期号: 3
作者:  Rahman, Mahfuzur;  Chen, Ningsheng;  Islam, Md Monirul;  Dewan, Ashraf;  Pourghasemi, Hamid Reza;  Washakh, Rana Muhammad Ali;  Nepal, Nirdesh;  Tian, Shufeng;  Faiz, Hamid;  Alam, Mehtab;  Ahmed, Naveed
收藏  |  浏览/下载：19/0  |  提交时间：2022/06/21
MULTICRITERIA DECISION-MAKING  SUPPORT VECTOR MACHINE  FLOOD HAZARD  CLIMATE-CHANGE  SUSCEPTIBILITY  AREA  VULNERABILITY  WEIGHTS  
Novel hybrid coupling of ecohydrology and socioeconomy at river basin scale: A watershed system model for the Heihe River basin 期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2021, 卷号: 141
作者:  Li, Xin;  Zhang, Ling;  Zheng, Yi;  Yang, Dawen;  Wu, Feng;  Tian, Yong;  Han, Feng;  Gao, Bing;  Li, Hongyi;  Zhang, Yanlin;  Ge, Yingchun;  Cheng, Guodong;  Fu, Bojie;  Xia, Jun;  Song, Changqing;  Zheng, Chunmiao
收藏  |  浏览/下载：41/0  |  提交时间：2022/04/28
DISTRIBUTED HYDROLOGICAL MODEL  SURFACE-WATER  DECISION-SUPPORT  SOCIO-HYDROLOGY  INLAND RIVER  GROUNDWATER  REGION  MANAGEMENT  IMPACTS  EARTH  
Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms 期刊论文
, 2020, 卷号: 141
作者:  Liu Y.;  Jing W.;  Wang Q.;  Xia X.
收藏  |  浏览/下载：32/0  |  提交时间：2020/07/28
Decision trees  Land surface temperature  Learning systems  Nearest neighbor search  Neural networks  Object oriented programming  Soil moisture  Support vector machines  Support vector regression  Surveying  Topography  Vegetation  Classification and regression tree  Correlation coefficient  Digital elevation model  Geographic coordinates  High spatial resolution  K nearest neighbor (KNN)  Machine learning techniques  Normalized difference vegetation index  Learning algorithms  algorithm  comparative study  correlation  data set  digital elevation model  downscaling  machine learning  NDVI  soil moisture  spatial analysis  surface temperature  Australia  China  North America  Qinghai-Xizang Plateau  Spain  
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：31/0  |  提交时间：2021/09/01
Critical infrastructure  Decision support  Fire station  Location–allocation problem  Multi-criteria  Urban sustainability  
Relations of land cover, topography, and climate to fire occurrence in natural regions of Iran: Applying new data mining techniques for modeling and mapping fire danger 期刊论文
, 2020, 卷号: 473
作者:  Eskandari S.;  Pourghasemi H.R.;  Tiefenbacher J.P.
收藏  |  浏览/下载：44/0  |  提交时间：2020/07/28
Agricultural robots  Climate models  Data mining  Decision making  Decision trees  Forestry  Highway administration  Land use  Learning algorithms  Location  Managers  Maximum likelihood  Support vector machines  Topography  Area under the curves  Data mining algorithm  Functional data analysis  Generalized linear model  Maximum likelihood algorithm  MODIS satellite images  Strategic decision making  Topographic wetness index  Fires  algorithm  climate change  data acquisition  data mining  decision making  fire  forest management  forestry modeling  GIS  land cover  land use planning  mapping method  maximum likelihood analysis  MODIS  numerical model  satellite imagery  Sentinel  topography  Zagros  
Forecasting lightning around the Korean Peninsula by postprocessing ECMWF data using SVMs and undersampling 期刊论文
, 2020, 卷号: 243
作者:  Moon S.-H.;  Kim Y.-H.
收藏  |  浏览/下载：22/0  |  提交时间：2020/07/28
Decision trees  Lightning  Support vector machines  Equitable threat score  European centre for medium-range weather forecasts  Spatial location  Spatial resolution  Temporal resolution  Time interval  Training process  Under-sampling  Weather forecasting  confidence interval  data processing  lightning  machine learning  sampling  spatial resolution  support vector machine  weather forecasting  Korea