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Constructing a high-precision precipitation dataset on the data-limited Qinghai-Tibet Plateau 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2024, 卷号: 344
作者:  Zhu, Jingyi;  Yang, Yanzheng;  Meng, Nan;  Li, Ruonan;  Ma, Jinfeng;  Zheng, Hua
收藏  |  浏览/下载:21/0  |  提交时间:2024/03/01
Precipitation dataset  Random forest model  Spatial interpolation  Qinghai-Tibet Plateau  
Estimation of Net Ecosystem Productivity on the Tibetan Plateau Grassland from 1982 to 2018 Based on Random Forest Model 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 9
作者:  Zheng, Jiahe;  Zhang, Yangjian;  Wang, Xuhui;  Zhu, Juntao;  Zhao, Guang;  Zheng, Zhoutao;  Tao, Jian;  Zhang, Yu;  Li, Ji
收藏  |  浏览/下载:10/0  |  提交时间:2024/03/01
climate change  grassland  net ecosystem productivity  random forest model  Tibetan Plateau  
Prediction of the Periglacial Debris Flow in Southeast Tibet Based on Imbalanced Small Sample Data 期刊论文
WATER, 2023, 卷号: 15, 期号: 2
作者:  Du, Jun;  Zhang, Hong-ya;  Hu, Kai-heng;  Wang, Lin;  Dong, Lin-yao
收藏  |  浏览/下载:8/0  |  提交时间:2024/03/01
periglacial debris flow  southeast Tibet  small sample imbalanced data  prediction model  random forest  
Express highway embankment distress and occurring probability in permafrost regions on the Qinghai-Tibet Plateau 期刊论文
TRANSPORTATION GEOTECHNICS, 2023, 卷号: 42
作者:  Huang, Yunhui;  Niu, Fujun;  Chen, Jianbing;  He, Peifeng;  Yuan, Kun;  Su, Wenji
收藏  |  浏览/下载:7/0  |  提交时间:2024/03/01
Qinghai-Tibet Plateau  Permafrost  Gonghe-Yushu Express Highway  Embankment distress  Random Forest model  
Relationship between plant species diversity and aboveground biomass in alpine grasslands on the Qinghai-Tibet Plateau: Spatial patterns and the factors driving them 期刊论文
FRONTIERS IN ECOLOGY AND EVOLUTION, 2023, 卷号: 11
作者:  Yang, Mingxin;  Chen, Ang;  Zhang, Min;  Gu, Qiang;  Wang, Yanhe;  Guo, Jian;  Yang, Dong;  Zhao, Yun;  Huang, Qingdongzhi;  Ma, Leichao;  Yang, Xiuchun
收藏  |  浏览/下载:7/0  |  提交时间:2024/03/01
remote sensing  plant species diversity  random forest model  plant species diversity and aboveground biomass relationships  driving factors  Qinghai-Tibet Plateau  
Disease and fire interact to influence transitions between savanna–forest ecosystems over a multi-decadal experiment 期刊论文
Ecology Letters, 2021, 卷号: 24, 期号: 5
作者:  Pellegrini A.F.A.;  Hein A.M.;  Cavender-Bares J.;  Montgomery R.A.;  Staver A.C.;  Silla F.;  Hobbie S.E.;  Reich P.B.
收藏  |  浏览/下载:51/0  |  提交时间:2021/09/01
Alternative states  fire  forest  forest model  fungal pathogen  plant disease  savanna  tree rings  
Successional syndromes of saplings in tropical secondary forests emerge from environment-dependent trait–demography relationships 期刊论文
Ecology Letters, 2021, 卷号: 24, 期号: 9
作者:  Lai H.R.;  Craven D.;  Hall J.S.;  Hui F.K.C.;  van Breugel M.
收藏  |  浏览/下载:31/0  |  提交时间:2021/09/01
community assembly  demography  fourth corner  functional trait  joint species distribution model  mortality  recruitment  secondary succession  trait–environmental interaction  tropical forest  
Development of novel hybrid machine learning models for monthly thunderstorm frequency prediction over Bangladesh 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者:  Azad M.A.K.;  Islam A.R.M.T.;  Rahman M.S.;  Ayen K.
收藏  |  浏览/下载:29/0  |  提交时间:2021/09/01
Bangladesh  Ensemble empirical mode decomposition  Hybrid model  Random forest  Sensitivity analysis  Thunderstorm  
Landslide zonation and assessment of Farizi watershed in northeastern Iran using data mining techniques 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 3
作者:  Naemitabar M.;  Zanganeh Asadi M.
收藏  |  浏览/下载:20/0  |  提交时间:2021/09/01
Farizi watershed  Landslide  Logistic model tree (LMT)  Support vector machine (SVM)  The boosted regression trees (BRT) model  The random forest (RF) algorithm  
Rapid forecasting of urban flood inundation using multiple machine learning models 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 2
作者:  Hou J.;  Zhou N.;  Chen G.;  Huang M.;  Bai G.
收藏  |  浏览/下载:21/0  |  提交时间:2021/09/01
K-nearest neighbor model  Machine learning  Random forest model  Rapid forecasting  Urban inundation