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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