Keywords: درختان رگرسیون افزایش یافته است; Eutrophication; Modelling; Boosted regression trees; Lake management
مقالات ISI درختان رگرسیون افزایش یافته است (ترجمه نشده)
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در صورتی که به ترجمه آماده هر یک از مقالات زیر نیاز داشته باشید، می توانید سفارش دهید تا مترجمان با تجربه این مجموعه در اسرع وقت آن را برای شما ترجمه نمایند.
Keywords: درختان رگرسیون افزایش یافته است; Boosted regression trees; Disease severity; MODIS; Pathogen risk; Vegetation indices; Wheat production
Keywords: درختان رگرسیون افزایش یافته است; Boosted regression trees; Discards; Environmental variables; Spatial autocorrelation;
Keywords: درختان رگرسیون افزایش یافته است; Digital soil mapping; Boreal forest; Spatial autocorrelation; Bayesian analyses; Machine-learning; Random forests; Boosted regression trees; Kriging; Geostatistic; Cross-validation;
Prediction of starry stonewort (Nitellopsis obtusa) invasion risk in upper Midwest (USA) lakes using ecological niche models
Keywords: درختان رگرسیون افزایش یافته است; Ecological niche model; Invasive species; Lake; Random forests; Boosted regression trees; Ecological niche factor analysis;
Research paperRole of environmental variables in the spatial distribution of soil carbon (C), nitrogen (N), and C:N ratio from the northeastern coastal agroecosystems in China
Keywords: درختان رگرسیون افزایش یافته است; Digital soil mapping; Boosted regression trees; Soil organic carbon; Total nitrogen; C:N ratio; Coastal agroecosystems;
An Insight into Machine Learning Algorithms to Map the Occurrence of the Soil Mattic Horizon in the Northeastern Qinghai-Tibetan Plateau
Keywords: درختان رگرسیون افزایش یافته است; boosted regression trees; classification and regression tree; digital soil mapping; random forest; soil diagnostic horizons; support vector machine;
Metamodeling and mapping of nitrate flux in the unsaturated zone and groundwater, Wisconsin, USA
Keywords: درختان رگرسیون افزایش یافته است; Metamodel; Nitrate; Boosted regression trees; Cross validation; Unsaturated zone; Groundwater;
Can a low concentration of an organophosphate insecticide cause negative effects on an aquatic macrophyte? Exposure of Potamogeton pusillus at environmentally relevant chlorpyrifos concentrations
Keywords: درختان رگرسیون افزایش یافته است; [C10.5]; 10.5ângâLâ1 CPF; [C3.5]; 3.5ângâLâ1 CPF; [C31.5]; 31.5ângâLâ1 CPF; [C94.5]; 94.5ângâLâ1 CPF; AEWQG; Argentinean Environmental Water Quality Guidelines; BRT; boosted regression trees; Chl; chlorophyll; CPF; chlorpyrifos; Ct
Pollen-climate relationships in time (9 ka, 6 ka, 0 ka) and space (upland vs. lowland) in eastern continental Asia
Keywords: درختان رگرسیون افزایش یافته است; Boosted regression trees; China; Holocene; Niche stability; Pollen-climate relationship; Uniformitarianism;
Severity of a mountain pine beetle outbreak across a range of stand conditions in Fraser Experimental Forest, Colorado, United States
Keywords: درختان رگرسیون افزایش یافته است; Boosted regression trees; Dendroctonus ponderosae; Landsat; Lodgepole pine; Pinus contorta; Remote sensing;
Research papersPrediction and visualization of redox conditions in the groundwater of Central Valley, California
Keywords: درختان رگرسیون افزایش یافته است; Machine learning; Boosted regression trees; Groundwater; Redox conditions; Probability grids; Cross-validation;
Factors affecting the recruitment of Amphibalanus improvisus and Dreissena polymorpha in a highly eutrophic brackish bay
Keywords: درختان رگرسیون افزایش یافته است; Baltic Sea; Brackish water; Recruitment; Benthic suspension feeders; Non-indigenous species; Boosted regression trees;
Human and biophysical drivers of fires in Semiarid Chaco mountains of Central Argentina
Keywords: درختان رگرسیون افزایش یافته است; Fire drivers; Fire ecology; Fire frequency; Boosted Regression Trees; Semiarid Chaco; Chaco Serrano; Sierras de Córdoba;
Spatial neighborhood effect and scale issues in the calibration and validation of a dynamic model of Phragmites australis distribution – A cellular automata and machine learning approach
Keywords: درختان رگرسیون افزایش یافته است; Archipelago Sea; Boosted regression trees; Common reed; Gulf of Finland; Spatial dynamic models; Species distribution models
Post-fire regeneration patterns of Pinus nigra in a recently burned area in Mount Taygetos, Southern Greece: The role of unburned forest patches
Keywords: درختان رگرسیون افزایش یافته است; Pinus nigra; Greece; Post-fire regeneration; Dispersal patterns; Microhabitat characteristics; Boosted regression trees;
Correlations between weather conditions and common vole (Microtus arvalis) densities identified by regression tree analysis
Keywords: درختان رگرسیون افزایش یافته است; Classification and regression tree; Boosted regression trees; Functional crop types; Population dynamics; Small mammal; Rodent; Temperate area;
Ecological niches of three abundant Caulerpa species in Port Phillip Bay, southeast Australia
Keywords: درختان رگرسیون افزایش یافته است; BRT, boosted regression tree; ROC, receiver operator characteristicCaulerpa; P. dalbyi; Boosted regression trees; Ecological niche; Sediment biogeochemistry; Marine macrophyte
Spatially explicit perceptions of ecosystem services and land cover change in forested regions of Borneo
Keywords: درختان رگرسیون افزایش یافته است; Borneo; Boosted regression trees; Oil palm; Perception mapping; Questionnaires; Social-ecological system;
Predicting fine-scale tree species abundance patterns using biotic variables derived from LiDAR and high spatial resolution imagery
Keywords: درختان رگرسیون افزایش یافته است; LiDAR; High spatial resolution multispectral imagery; Tree species abundance modeling; Boosted regression trees; Biotic versus abiotic environmental factors;
Modelling spatial patterns of urban growth in Africa
Keywords: درختان رگرسیون افزایش یافته است; Africa; Urban growth; Modelling; Spatial pattern; Boosted regression trees
Factor complexity of crash occurrence: An empirical demonstration using boosted regression trees
Keywords: درختان رگرسیون افزایش یافته است; Boosted regression trees; Crash classification; Motorcycle crashes; Machine learning;
Comparing the determinants of cropland abandonment in Albania and Romania using boosted regression trees
Keywords: درختان رگرسیون افزایش یافته است; Land use change; Agricultural abandonment; Transition; Boosted regression trees; Eastern Europe
Grazing management or physiography? Factors controlling vegetation recovery in Mediterranean grasslands
Keywords: درختان رگرسیون افزایش یافته است; Cost surfaces; Boosted Regression Trees; Grazing gradients; Rangeland management; Mediterranean; Spectral Mixture Analysis
Interactions between propagule pressure and seed traits shape human-mediated seed dispersal along roads
Keywords: درختان رگرسیون افزایش یافته است; Dispersal; Biological invasions; Boosted regression trees; Exotic species; Phylogenetic independent contrasts; Roadside vegetation; Secondary dispersal
Unintentional habitats: Value of a city for the wheatear (Oenanthe oenanthe)
Keywords: درختان رگرسیون افزایش یافته است; Wasteland; Urban matrix; Breeding success; Grassland birds; Boosted regression trees
Winter distribution of Greater Scaup Aythya marila in relation to available food resources
Keywords: درختان رگرسیون افزایش یافته است; Greater Scaup; Mya arenaria; Cerastoderma edule; Mytilus edulis; Spatial Distribution; Boosted Regression Trees
Can remote sensing estimate fine-scale quality indicators of natural habitats?
Keywords: درختان رگرسیون افزایش یافته است; Remote sensing; Conservation status; Habitat quality; Natura 2000; Heathland; Boosted regression trees
What determines occurrence of threatened bird species on urban wastelands?
Keywords: درختان رگرسیون افزایش یافته است; Species of European Conservation concern; Urbanisation; Boosted regression trees;
Predicting biological condition in southern California streams
Keywords: درختان رگرسیون افزایش یافته است; Boosted regression trees; Multiple linear regression; Southern California; Urbanization; Index of biotic integrity; Macroinvertebrates;
A data-driven approach to predict suspended-sediment reference concentration under non-breaking waves
Keywords: درختان رگرسیون افزایش یافته است; Boosted Regression Trees; Artificial Neural Networks; Non-breaking waves; Wave-orbital semi-excursion; Bed-sediment grainsize; Acoustic backscatter sensors
Habitat suitability modelling for species at risk is sensitive to algorithm and scale: A case study of Blanding's turtle, Emydoidea blandingii, in Ontario, Canada
Keywords: درختان رگرسیون افزایش یافته است; Boosted regression trees; Chelonian; Conservation; Maximum entropy modelling; Multi-algorithm; Multi-scale; Reptiles; Species distribution modelling
How can statistical models help to determine driving factors of landslides?
Keywords: درختان رگرسیون افزایش یافته است; Landslides; Tropical montane forests; Statistical modeling; Model comparison; Artificial neuronal network; Classification trees; Random forests; Boosted regression trees; Generalized linear models; Multivariate adaptive regression splines; Maximum entropy
A North European pollen–climate calibration set: analysing the climatic responses of a biological proxy using novel regression tree methods
Keywords: درختان رگرسیون افزایش یافته است; Multivariate regression trees; Boosted regression trees; Palaeoclimate; Species responses; Continentality
Spatio-temporal predictive model based on environmental factors for juvenile spotted seatrout in Texas estuaries using boosted regression trees
Keywords: درختان رگرسیون افزایش یافته است; Spotted seatrout; Boosted regression trees; Essential fish habitat; Gulf of Mexico
Evaluation of modelling techniques for forest site productivity prediction in contrasting ecoregions using stochastic multicriteria acceptability analysis (SMAA)
Keywords: درختان رگرسیون افزایش یافته است; Mediterranean mountain forest; Temperate lowland forest; Predictive modelling; Boosted regression trees; Artificial neural networks; Generalized additive models; Site index
Impacts of climate change on Swiss biodiversity: An indicator taxa approach
Keywords: درختان رگرسیون افزایش یافته است; Boosted regression trees; Indicator; IPCC; Landscape; Species distribution models; Surrogate species;
Predicting stream N and P concentrations from loads and catchment characteristics at regional scale: A concentration ratio method
Keywords: درختان رگرسیون افزایش یافته است; Phosphorus; Nitrogen; Nitrate; Boosted Regression Trees; Watershed; SPARROW;
Downscaling MODIS-derived maps using GIS and boosted regression trees: The case of frost occurrence over the arid Andean highlands of Bolivia
Keywords: درختان رگرسیون افزایش یافته است; Altiplano; Andes; Bolivia; Boosted regression trees; DEM; Downscaling; Frost risk mapping; MODIS; Physiography; Temperature lapse rate; Topoclimate model; Satellite land surface temperature; Seasonal variation; Spatial variation
Comparison and ranking of different modelling techniques for prediction of site index in Mediterranean mountain forests
Keywords: درختان رگرسیون افزایش یافته است; Artificial neural networks; Boosted regression trees; Forest site classification; Generalized additive models; Multi-criteria decision analysis; Multiple linear regression; Predictive modelling
Global warming impacts and conservation responses for the critically endangered European Atlantic sturgeon
Keywords: درختان رگرسیون افزایش یافته است; Acipenser sturio; Climate change; Rehabilitation; Distribution range; Boosted Regression Trees; Predictive model;
Spatial and seasonal distribution of adult Oithona similis in the Southern Ocean: Predictions using boosted regression trees
Keywords: درختان رگرسیون افزایش یافته است; Oithona similis; Biogeography; Boosted regression trees; Continuous plankton recorder; Southern Ocean zooplankton; Bioregionalisation; Cyclopoid copepod
Modeling freshwater fish distributions using multiscale landscape data: A case study of six narrow range endemics
Keywords: درختان رگرسیون افزایش یافته است; Boosted regression trees; Biogeography; Endemism; Freshwater fishes; Predictive mapping; Multiscale
Predictive mapping of the natural flow regimes of France
Keywords: درختان رگرسیون افزایش یافته است; Natural flow regime; Hydrology; Ecology; Classification; Regionalization; Boosted regression trees
Comparing local vs. global visible and near-infrared (VisNIR) diffuse reflectance spectroscopy (DRS) calibrations for the prediction of soil clay, organic C and inorganic C
Keywords: درختان رگرسیون افزایش یافته است; Diffuse reflectance spectroscopy; VisNIR; Soil organic carbon; Proximal soil sensing; Boosted regression trees
Boosted regression trees, multivariate adaptive regression splines and their two-step combinations with multiple linear regression or partial least squares to predict blood–brain barrier passage: A case study
Keywords: درختان رگرسیون افزایش یافته است; Quantitative structure–activity relationships; Blood–brain barrier passage; In silico prediction; Boosted regression trees; Multivariate adaptive regression splines; Two-step approaches
Using a global VNIR soil-spectral library for local soil characterization and landscape modeling in a 2nd-order Uganda watershed
Keywords: درختان رگرسیون افزایش یافته است; Diffuse reflectance spectroscopy; Proximal soil sensing; VNIR; Soil-landscape modeling; Boosted regression trees; Clay mineralogy; Soil organic carbon; Dambo
Global soil characterization with VNIR diffuse reflectance spectroscopy
Keywords: درختان رگرسیون افزایش یافته است; Diffuse reflectance spectroscopy; VNIR; PLS regression; Clay mineralogy; Boosted regression trees; Soil characterization