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| Enhancing the Evaluation and Interpretability of Data-Driven Air Quality Models 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 246
作者: Gu J.; Yang B. ; Brauer M.; Zhang K.M.
  收藏 | 浏览/下载：46/0 | 提交时间：2022/01/18
Air quality modeling Data-driven model Linear regression Model evaluation Model interpretability Random forest Repeated cross-validations SHAP |
| Detecting and modelling alien tree presence using Sentinel-2 satellite imagery in Chile's temperate forests 期刊论文
, 2020, 卷号: 474
作者: Martin-Gallego P.; Aplin P.; Marston C.; Altamirano A.; Pauchard A.
收藏 | 浏览/下载：42/0 | 提交时间：2020/07/28
Biodiversity Conservation Decision trees Environmental protection Random forests Remote sensing Satellite imagery Araucaria araucana Biological invasion Classification accuracy Fragmentation analysis Fragmented landscapes Landscape structures Remote sensing approaches Temperate forests Forestry biodiversity coniferous tree detection method ecological modeling introduced species land cover protected area satellite imagery Sentinel temperate forest Area Averages Biodiversity Conservation Coverings Forestry Remote Sensing Trees Araucania Chile Malalcahuello National Reserve Villarrica National Park Araucaria araucana |
| Long-term impact of nitrogen fertilization on carbon and water fluxes in a Douglas-fir stand in the Pacific Northwest 期刊论文
, 2020, 卷号: 455
作者: Lee S.-C.; Black T.A.; Jassal R.S.; Christen A.; Meyer G.; Nesic Z.
收藏 | 浏览/下载：54/0 | 提交时间：2020/07/28
Carbon Evapotranspiration Forestry Nitrogen fertilizers Productivity Urea Water supply Douglas fir Ecosystem respiration Forest growth model Gross primary production Net ecosystem productivities Nitrogen fertilization Pseudotsuga menziesii Ecosystems annual variation carbon sequestration climate conditions coniferous tree evapotranspiration growth modeling net ecosystem production net primary production respiration water use British Columbia Canada Pacific Northwest Vancouver Island Pseudotsuga Pseudotsuga menziesii |
| Comparing the predictions of gap model with vegetation and disturbance data in south-eastern Canadian mixed forests 期刊论文
, 2020, 卷号: 455
作者: Elzein T.; Larocque G.R.; Sirois L.; Arseneault D.
收藏 | 浏览/下载：48/0 | 提交时间：2020/07/28
Cell proliferation Risk assessment Compositional changes Deciduous species Disturbance history Forest simulation Human disturbances Northern white cedar Regeneration strategies Stand development Reforestation anthropogenic effect basal area coniferous tree disturbance ecological modeling forest inventory mixed forest model validation mortality vegetative reproduction Acer Saccharum Data Forests Reforestation Risk Assessment Simulation Thuja Occidentalis Canada Quebec [Canada] Abies balsamea Acer rubrum Acer saccharum Betula pendula Picea glauca Thuja occidentalis |
| Demographic trade-offs predict tropical forest dynamics 期刊论文
, 2020, 卷号: 368, 期号: 6487
作者: Rüger N.; Condit R.; Dent D.H.; DeWalt S.J.; Hubbell S.P.; Lichstein J.W.; Lopez O.R.; Wirth C.; Farrior C.E.
收藏 | 浏览/下载：56/0 | 提交时间：2020/07/28
basal area demography forest dynamics forestry modeling Neotropic Ecozone prediction succession trade-off tropical forest article body height controlled study demography human human impact (environment) Neotropics tropical rain forest |
| Lightning modelling for the research of forest fire ignition in Portugal 期刊论文
, 2020, 卷号: 242
作者: Couto F.T.; Iakunin M.; Salgado R.; Pinto P.; Viegas T.; Pinty J.-P.
收藏 | 浏览/下载：36/0 | 提交时间：2020/07/28
Clouds Deforestation Fire hazards Lightning Cloud microphysics Cloud-to-ground lightning Electrical scheme Electrical structures Lightning detection Lightning strokes Observational data Spatial resolution Fires atmospheric modeling cloud microphysics cloud to ground lightning electric field forest fire research spatial distribution thunderstorm Portugal |
| Relations of land cover, topography, and climate to fire occurrence in natural regions of Iran: Applying new data mining techniques for modeling and mapping fire danger 期刊论文
, 2020, 卷号: 473
作者: Eskandari S.; Pourghasemi H.R.; Tiefenbacher J.P.
收藏 | 浏览/下载：44/0 | 提交时间：2020/07/28
Agricultural robots Climate models Data mining Decision making Decision trees Forestry Highway administration Land use Learning algorithms Location Managers Maximum likelihood Support vector machines Topography Area under the curves Data mining algorithm Functional data analysis Generalized linear model Maximum likelihood algorithm MODIS satellite images Strategic decision making Topographic wetness index Fires algorithm climate change data acquisition data mining decision making fire forest management forestry modeling GIS land cover land use planning mapping method maximum likelihood analysis MODIS numerical model satellite imagery Sentinel topography Zagros |
| Predicting oak regeneration success at the stem exclusion stage of stand development in upland hardwood forests 期刊论文
, 2020, 卷号: 465
作者: Graboski L.E.; Steiner K.C.; McDill M.E.; Finley J.C.
收藏 | 浏览/下载：30/0 | 提交时间：2020/07/28
Ecology Forecasting Hardwoods Harvesting Models Advance Advance regenerations Central hardwood regions Ecological consequences Quercus Regeneration Stocking Very high frequency Reforestation deciduous tree ecological modeling forest ecosystem regeneration seedling timber harvesting Ecology Forecasts Hardwoods Harvesting Models Quercus United States Acer rubrum Betula lenta Betula nigra Quercus |
| Response to fire by a forest specialist in isolated montane forest 期刊论文
, 2020, 卷号: 462
作者: Mazzella M.N.; Koprowski J.L.
收藏 | 浏览/下载：36/0 | 提交时间：2020/07/28
Climate change Ecosystems Fire hazards Fires Landforms Noninvasive medical procedures Fire frequencies Fire suppression Forest ecosystem Montane forests Noninvasive methods San Bernardino flying squirrel Southern California Species management Forestry climate change ecological modeling forest ecosystem montane forest mortality mountain region rodent subspecies Cores Dillenia Ecosystems Edges Fires Forestry Models Mountains California Coast Ranges San Bernardino Mountains San Jacinto Mountains Glaucomys Glaucomys sabrinus californicus Pteromyini |
| Exploring the use of learning techniques for relating the site index of radiata pine stands with climate, soil and physiography 期刊论文
, 2020, 卷号: 458
作者: González-Rodríguez M.A.; Diéguez-Aranda U.
收藏 | 浏览/下载：31/0 | 提交时间：2020/07/28
Climate change Information management Learning algorithms Learning systems Least squares approximations Machine learning Regression analysis Environmental uncertainty Multivariate adaptive regression splines Partial least square (PLS) Pinus radiata Site index Stand growth Statistical learning techniques Sustainable forest management Forestry climate change coniferous tree forest management growth modeling machine learning site index statistical analysis uncertainty analysis Forestry Models Pinus Radiata Regression Analysis Site Index Sustainable Forest Management Techniques Galicia [Spain] La Coruna [Galicia] Santiago de Compostela Spain Pinus radiata Radiata |
