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Key predisposing factors and susceptibility assessment of landslides along the Yunnan-Tibet traffic corridor, Tibetan plateau: Comparison with the LR, RF, NB, and MLP techniques 期刊论文
FRONTIERS IN EARTH SCIENCE, 2023, 卷号: 10
作者:  Wang, Sen;  Ling, Sixiang;  Wu, Xiyong;  Wen, Hong;  Huang, Junpeng;  Wang, Feng;  Sun, Chunwei
收藏  |  浏览/下载:1/0  |  提交时间:2024/03/01
landslide susceptibility  machine learning algorithms  variable importance  three rivers region  yunnan-tibet traffic corridor  
Mapping and understanding the drivers of fuel poverty in emerging economies: The case of Egypt and Jordan 期刊论文
Energy Policy, 2022, 卷号: 162
作者:  Belaïd F.
收藏  |  浏览/下载:21/0  |  提交时间:2022/06/13
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:5/0  |  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  
Flood-prone area mapping using machine learning techniques: a case study of Quang Binh province, Vietnam 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 3
作者:  Luu C.;  Bui Q.D.;  Costache R.;  Nguyen L.T.;  Nguyen T.T.;  Van Phong T.;  Van Le H.;  Pham B.T.
收藏  |  浏览/下载:22/0  |  提交时间:2021/09/01
Alternating decision tree  Flood susceptibility map  J48  Logistic model tree  Naïve Bayes tree  Reduced-error pruning tree  
Torrential rainfall-induced landslide susceptibility assessment using machine learning and statistical methods of eastern Himalaya 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者:  Chowdhuri I.;  Pal S.C.;  Chakrabortty R.;  Malik S.;  Das B.;  Roy P.
收藏  |  浏览/下载:34/0  |  提交时间:2021/09/01
Boosted regression tree  Ensemble methods  Landslide susceptibility  Logistic regression  Random forest  
Post-fire debris flow modeling analyses: case study of the post-Thomas Fire event in California 期刊论文
Natural Hazards, 2020, 卷号: 100, 期号: 1
作者:  Addison P.;  Oommen T.
收藏  |  浏览/下载:30/0  |  提交时间:2021/09/01
Debris flow prediction  Decision tree  dNDVI  Hazard assessment  Logistic regression  Probability modeling  
Forest inventory attributes predict the occurrence of cavities suitable for nesting by Wood Ducks (Aix sponsa) 期刊论文
, 2020, 卷号: 461
作者:  Zlonis E.J.;  Berdeen J.B.;  St-Louis V.
收藏  |  浏览/下载:33/0  |  提交时间:2020/07/28
Birds  Ecosystems  Forecasting  Large dataset  Regression analysis  Wood  Cavity-nesting  Characteristic curve  Diameter-at-breast heights  Forest inventory data  Forest management practices  Logistic regression models  Management strategies  Tree cavities  Forestry  bird  cavity  forest inventory  forest management  landscape  management practice  tree  waterfowl  Birds  Ecosystems  Forecasts  Forestry  Regression Analysis  Wood  Minnesota  United States  Acer saccharum  Aix  Aix sponsa  Anatidae  Aves  Picidae  Raptores  Tilia americana  
A Bayesian analysis of topographic influences on the presence and severity of beech bark disease 期刊论文
, 2020, 卷号: 472
作者:  Mulder O.;  Sleith R.;  Mulder K.;  Coe N.R.
收藏  |  浏览/下载:31/0  |  提交时间:2020/07/28
Diagnosis  Forestry  Maps  Restoration  Akaike's information criterions  Diameter-at-breast heights  Disease resistance  Environmental factors  Posterior distributions  Predictive models  Slope and aspects  Weighted distance  Disease control  Bayesian analysis  cultivation  deciduous tree  disease resistance  disease severity  disease spread  environmental factor  genetic analysis  topography  Diagnosis  Fagus  Forestry  Maps  Resistance  Restoration  Slope  Trees  Canada  United States  Vermont  Fagus  Fagus grandifolia  
Relative contributions of competition, stand structure, age, and climate factors to tree mortality of Chinese fir plantations: Long-term spacing trials in southern China 期刊论文
, 2020, 卷号: 465
作者:  Zhang X.;  Wang Z.;  Chhin S.;  Wang H.;  Duan A.;  Zhang J.
收藏  |  浏览/下载:24/0  |  提交时间:2020/07/28
Climate change  Competition  Ecosystems  Chinese fir  Climate  Cunninghamia lanceolata  Logistic mixed-effects models  Mean annual temperatures  Relative contribution  Stand structures  Tree mortality  Forestry  age structure  climate effect  coniferous forest  diameter  forest management  interspecific competition  mortality  plantation forestry  spacing  stand structure  Abies  Age  Chinese  Competition  Ecosystems  Forestry  Mortality  Trees  China  Fujian  Guangxi Zhuangzu  Jiangxi  Sichuan  Cunninghamia lanceolata  
Modeling realized gains in Douglas-fir (Pseudotsuga menziesii) using laser scanning data from unmanned aircraft systems (UAS) 期刊论文
, 2020, 卷号: 473
作者:  Grubinger S.;  Coops N.C.;  Stoehr M.;  El-Kassaby Y.A.;  Lucieer A.;  Turner D.
收藏  |  浏览/下载:21/0  |  提交时间:2020/07/28
Decision making  Decision trees  Laser applications  Logistic regression  Reforestation  Airborne Laser scanning  British Columbia , Canada  Consistent performance  Operational decision making  Pseudotsuga menziesii  Sustainable forest management  Three-dimensional point clouds  Unmanned aircraft system  Unmanned aerial vehicles (UAV)  canopy architecture  coniferous tree  decision making  forest management  genetic analysis  laser method  leaf area  phenotype  remotely operated vehicle  selective breeding  stand structure  Area  Decision Making  Gain  Pseudotsuga Menziesii  Reforestation  Stand Volume  Sustainable Forest Management  Tree Dimensions  British Columbia  Canada  Pseudotsuga  Pseudotsuga menziesii