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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：40/0 | 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 |
| Nonlinear mixed-effects height to crown base model based on both airborne LiDAR and field datasets for Picea crassifolia Kom trees in northwest China 期刊论文
, 2020, 卷号: 474
作者: Yang Z.; Liu Q.; Luo P.; Ye Q.; Sharma R.P.; Duan G.; Zhang H.; Fu L.
收藏 | 浏览/下载：37/0 | 提交时间：2020/07/28
Calibration Forecasting Optical radar Random processes Remote sensing Best linear unbiased predictions Diameter-at-breast heights Field-based measurements Forest growth and yield Initiation and propagation Light detection and ranging Nonlinear mixed effects Prediction accuracy Forestry accuracy assessment airborne survey canopy architecture data set deciduous forest field method forestry modeling height determination lidar nonlinearity yield response Accuracy Calibration Forecasts Forestry Random Processes Remote Sensing Tree Dimensions Trees China Gansu Picea crassifolia |
| Cumulative effects of multiple biodiversity attributes and abiotic factors on ecosystem multifunctionality in the Jinsha River valley of southwestern China 期刊论文
, 2020, 卷号: 472
作者: Li S.; Huang X.; Lang X.; Shen J.; Xu F.; Su J.
收藏 | 浏览/下载：40/0 | 提交时间：2020/07/28
Bacteria Biodiversity Biomass Carbon Decision trees Forestry Fungi Landforms Nutrients Random forests Rivers Soil moisture Arbuscular mycorrhizal fungi Ecological restoration Ectomycorrhizal fungi Environmental conditions Phylogenetic diversity Random forest modeling Structural equation modeling Terrestrial ecosystems Ecosystems abiotic factor arbuscular mycorrhiza biodiversity ecosystem function ectomycorrhiza environmental conditions forest ecosystem phylogenetics species diversity species richness woody plant Bacteria Biodiversity Biomass Carbon Forestry Fungi China Jinsha River Bacteria (microorganisms) Fungi |
| The importance of being random! Taking full account of random effects in nonlinear sigmoid hierarchical Bayesian models reveals the relationship between deadwood and the species richness of saproxylic beetles 期刊论文
, 2020, 卷号: 465
作者: Godeau U.; Bouget C.; Piffady J.; Pozzi T.; Gosselin F.
收藏 | 浏览/下载：44/0 | 提交时间：2020/07/28
Bayesian networks Biodiversity Ecology Forestry Hierarchical systems Living systems studies Random forests Ecological indicators Evaluation criteria Model comparison Spatial variations Statistical modeling Random processes biodiversity biogeography complementarity ecophysiology environmental indicator forest management numerical model spatial variation species richness Biodiversity Criteria Data Ecology Forestry Hierarchical Systems Models Random Processes Coleoptera |
| Application of random forest algorithm in hail forecasting over Shandong Peninsula 期刊论文
, 2020, 卷号: 244
作者: Yao H.; Li X.; Pang H.; Sheng L.; Wang W.
收藏 | 浏览/下载：25/0 | 提交时间：2020/07/28
Decision trees Precipitation (meteorology) Random forests Storms European centre for medium-range weather forecasts Forecast probabilities Forecasting modeling Generalization Error Meteorological station Physical quantities Random forest algorithm Simulation accuracy Weather forecasting accuracy assessment algorithm computer simulation forecasting method forest dynamics hail prediction China Shandong Shandong Peninsula |
| Modeling the Bioclimatic Range of Tall Herb Communities in Northeastern Asia 期刊论文
RUSSIAN JOURNAL OF ECOLOGY, 2019, 卷号: 50, 期号: 3, 页码: 241-248
作者: Korznikov, K. A.; Kislov, D. E.; Krestov, P. V.
收藏 | 浏览/下载：24/0 | 提交时间：2019/10/08
vegetation modeling vegetation reconstruction global climate change Last Glacial Maximum bioclimatic indices random forest |
| Soil organic carbon in semiarid alpine regions: the spatial distribution, stock estimation, and environmental controls 期刊论文
JOURNAL OF SOILS AND SEDIMENTS, 2019, 卷号: 19, 期号: 10
作者: Zhu, Meng; Feng, Qi; Zhang, Mengxu; Liu, Wei; Deo, Ravinesh C.; Zhang, Chengqi; Yang, Linshan
收藏 | 浏览/下载：66/0 | 提交时间：2019/11/08
Random forest Semiarid alpine regions Soil organic carbon Structural equation modeling Topography |
