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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 |