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| 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 |
| Air quality impacts of new public transport provision: A causal analysis of the Jubilee Line Extension in London 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 245
作者: Ma L.; Graham D.J.; Stettler M.E.J.
收藏 | 浏览/下载：33/0 | 提交时间：2022/01/18
Air quality Causal analysis Change point detection Gradient boosting decision trees Public transport Regression discontinuity design |
| 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：33/0 | 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 |
| Reforesting drylands under novel climates with extreme drought filters: The importance of trait-based species selection 期刊论文
, 2020, 卷号: 467
作者: del Campo A.D.; Segura-Orenga G.; Ceacero C.J.; González-Sanchis M.; Molina A.J.; Reyna S.; Hermoso J.
收藏 | 浏览/下载：34/0 | 提交时间：2020/07/28
Conservation Drought Reforestation Restoration Boosted regression trees Climatic conditions Environmental factors Field performance Forest restoration Forestry management Functional traits Species selection Climate change adaptation climate change drought environmental factor reforestation restoration ecology Conservation Drought Performance Plants Reforestation Restoration Selection Survival Arbutus Fraxinus Juniperus Quercus |
| Early postfire response of a northern range margin coast redwood forest community 期刊论文
, 2020, 卷号: 462
作者: Woodward B.D.; Romme W.H.; Evangelista P.H.
收藏 | 浏览/下载：43/0 | 提交时间：2020/07/28
Decision trees Fire resistance Regression analysis Wood High severity fires Pacific Northwest Prediction accuracy Pseudotsuga menziesii Recursive Partitioning Sequoia sempervirens Species specifics Western United States Forestry abundance accuracy assessment coniferous forest coniferous tree fire forest dynamics forest management prediction survivorship Fire Resistance Forestry Pacific Northwest Pseudotsuga Menziesii Regression Analysis Wood Pacific Northwest United States Lithocarpus Pseudotsuga Pseudotsuga menziesii Pseudotsuga menziesii var. menziesii Rhododendron Rhododendron macrophyllum Sequoia sempervirens |
| 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：30/0 | 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 |
| Using climatic and biophysical attributes to model the presence and severity of root disease across the U.S. Northern Rocky Mountains 期刊论文
, 2020, 卷号: 474
作者: Holden Z.A.; Swanson A.; Lockman B.; Egan J.; Cleaver C.M.; McKeever K.; Bush R.; Landguth E.L.
收藏 | 浏览/下载：29/0 | 提交时间：2020/07/28
Agricultural robots Biophysics Distributed database systems Forecasting Interpolation Landforms Plants (botany) Soil moisture Boosted regression trees Broad-scale planning Dewpoint temperature Forest inventory and analysis Northern Rocky Mountains Probability of occurrence Spatial autocorrelations United states department of agricultures Forestry Fungi |
| Potential climatic influence on maximum stand carrying capacity for 15 Mediterranean coniferous and broadleaf species 期刊论文
, 2020, 卷号: 460
作者: Rodríguez de Prado D.; San Martín R.; Bravo F.; Herrero de Aza C.
收藏 | 浏览/下载：37/0 | 提交时间：2020/07/28
Climate change Forestry Akaike information criterion Climate change projections Maximum temperature National forest inventories Potential reduction Reineke Self-thinning Stand density index Climate models Akaike information criterion broad-leaved forest carrying capacity climate change climate effect coniferous forest database extreme event forest dynamics forest inventory forest management guideline index method Mediterranean environment regression analysis self thinning silviculture stand dynamics stand structure Capacity Forestry Impact Mediterranean Models Stand Density Trees Variables Fagus Quercus |
| Moisture deficits limit growth of white spruce in the west-central boreal forest of North America 期刊论文
, 2020, 卷号: 461
作者: Hynes A.; Hamann A.
收藏 | 浏览/下载：31/0 | 提交时间：2020/07/28
Factor analysis Forestry Moisture Population statistics Regression analysis Boreal Dendrochronology Dendroclimatology Forest productivity Multivariate regression trees Regional climate changes Response coefficient White spruce Climate change boreal forest climate change coniferous tree dendrochronology dendroclimatology environmental factor evapotranspiration mortality regression analysis Analysis Of Variance Forestry Moisture Picea Glauca Regression Analysis Trees North America Picea glauca |
| Conservation planning at the intersection of landscape and climate change: brook trout in the Chesapeake Bay watershed 期刊论文
ECOSPHERE, 2019, 卷号: 10, 期号: 2
作者: Merriam, Eric R.; Petty, J. Todd; Clingerman, Jason
收藏 | 浏览/下载：34/0 | 提交时间：2019/10/08
boosted regression trees climate change freshwater resources land use change multiple spatial scales Salvelinus fontinalis scenario analysis watershed management |
