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Current binomial (presence/absence) model of Brown Creeper (Certhia americana) 1971-2000. Current binomial (presence/absence) model of Brown Creeper (Certhia americana) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from PRISM (Daly et al. 2004) averaged for the years 1971-2000. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Future density (birds per hectare) model of Brown Creeper (Certhia americana) using a Boosted Regression Tree model Future density (birds per hectare) model of Brown Creeper (Certhia americana) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from the Canadian Regional Climate Model (CRCM) with boundary conditions driven by the Community Climate System Model (CCSM) averaged for the years 2041-2070 and available from http://www.narccap.ucar.edu/. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, Oregon, Washington, birds, boosted regression tree model, All tags... climate change, species distribution modeling, Fewer tags Current probability of occurrence model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model Current probability of occurrence model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from PRISM (Daly et al. 2004) averaged for the years 1971-2000. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, California, NPLCC, Oregon, Oregon, All tags... Washington, Washington, birds, birds, boosted regression tree model, boosted regression tree model, climate change, climate change, species distribution modeling, species distribution modeling, Fewer tags Future density (birds per hectare) model of Brown Creeper Third Generation Coupled Global Climate Model (CGCM3) Future density (birds per hectare) model of Brown Creeper (Certhia americana) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from the Regional Climate Model v3 (RCM3) with boundary conditions driven by the Third Generation Coupled Global Climate Model (CGCM3) averaged for the years 2041-2070 and available from http://www.narccap.ucar.edu/. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Current probability of occurrence model of Brown Creeper (Certhia americana) Current probability of occurrence model of Brown Creeper (Certhia americana) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from PRISM (Daly et al. 2004) averaged for the years 1971-2000. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Average projected future (across 5 regional climate models using the A2 emissions scenario) density (birds per hectare) model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model Average projected future (across 5 regional climate models using the A2 emissions scenario) density (birds per hectare) model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from 1) Weather Research Forecasting Grell Model (WRFG) with boundary conditions driven by the Third Generation Coupled Global Climate Model (CGCM3); 2) Weather Research Forecasting Grell Model (WRFG) with boundary conditions driven by the Community Climate System Model (CCSM); 3) Regional Climate Model v3 (RCM3) with boundary conditions driven by the Geophysical Fluid Dynamics Laboratory Global... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, California, NPLCC, Oregon, Oregon, All tags... Washington, Washington, birds, birds, boosted regression tree model, boosted regression tree model, climate change, climate change, species distribution modeling, species distribution modeling, Fewer tags Current density (birds per hectare) model of Brown Creeper 1971-2000. Current density (birds per hectare) model of Brown Creeper (Certhia americana) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from PRISM (Daly et al. 2004) averaged for the years 1971-2000. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Future binomial (presence/absence) model of Brown Creeper Future binomial (presence/absence) model of Brown Creeper (Certhia americana) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from the Weather Research Forecasting Grell Model (WRFG) with boundary conditions driven by the Third Generation Coupled Global Climate Model (CGCM3) averaged for the years 2041-2070 and available from http://www.narccap.ucar.edu/. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Future density (birds per hectare) model of Brown Creeper: Community Climate System Model (CCSM) Future density (birds per hectare) model of Brown Creeper (Certhia americana) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from the Weather Research Forecasting Grell Model (WRFG) with boundary conditions driven by the Community Climate System Model (CCSM) averaged for the years 2041-2070 and available from http://www.narccap.ucar.edu/. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Species Distribution Modeling of Invasive, Fire Promoting Grasses, Across the Hawaiian Islands in Both 2023 and Under a Future Scenario of Unmitigated Climate Change in 2100 This product used species distribution modeling (SDM) to model the geographic distribution fire promoting grasses across the islands of Hawaii under both current climate conditions and under future climate change scenarios (RCP 8.5 at year 2100). The RCP 8.5 scenario assumes unmitigated and continued release of greenhouse grasses and continued human population growth. Six species of well established and widely distributed grasses (Andropogon virginicus (broomsedge), Cenchrus ciliaris (buffelgrass), Cenchrus setaceus (fountain grass), Megathyrus maximus (guinea grass, Urochloa maxima, Pancicum maximum), Melinis minutiflora (mollasses grass), and Schizachyrium microstachyum (formerly referred to as S. condensatum... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Hawaii, Species distribution modeling, biota, climate change, fire, All tags... flammable plants, future climate, grass, Fewer tags Average projected future (across 5 regional climate models using the A2 emissions scenario) density (birds per hectare) model of Brown Creeper for the years 2041-2070 Average projected future (across 5 regional climate models using the A2 emissions scenario) density (birds per hectare) model of Brown Creeper (Certhia americana) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from 1) Weather Research Forecasting Grell Model (WRFG) with boundary conditions driven by the Third Generation Coupled Global Climate Model (CGCM3); 2) Weather Research Forecasting Grell Model (WRFG) with boundary conditions driven by the Community Climate System Model (CCSM); 3) Regional Climate Model v3 (RCM3) with boundary conditions driven by the Geophysical Fluid Dynamics Laboratory Global... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Future density (birds per hectare) model of Scrub Jay (Aphelocoma californica):Third Generation Coupled Global Climate Model (CGCM3) Future density (birds per hectare) model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from the Weather Research Forecasting Grell Model (WRFG) with boundary conditions driven by the Third Generation Coupled Global Climate Model (CGCM3) averaged for the years 2041-2070 and available from http://www.narccap.ucar.edu/. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Future binomial (presence/absence) model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model Future binomial (presence/absence) model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from the Regional Climate Model v3 (RCM3) with boundary conditions driven by the Third Generation Coupled Global Climate Model (CGCM3) averaged for the years 2041-2070 and available from http://www.narccap.ucar.edu/. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Future binomial (presence/absence) model of Brown Creeper for the years 2041-2070 Future binomial (presence/absence) model of Brown Creeper (Certhia americana) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from the Regional Climate Model v3 (RCM3) with boundary conditions driven by the Geophysical Fluid Dynamics Laboratory Global Climate Model (GFDL) averaged for the years 2041-2070 and available from http://www.narccap.ucar.edu/. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Future binomial (presence/absence) model of Brown Creeper (Certhia americana) using a Boosted Regression Tree model Future binomial (presence/absence) model of Brown Creeper (Certhia americana) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from the Canadian Regional Climate Model (CRCM) with boundary conditions driven by the Community Climate System Model (CCSM) averaged for the years 2041-2070 and available from http://www.narccap.ucar.edu/. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Future binomial (presence/absence) model of Brown Creeper for the years 2041-2070 Future binomial (presence/absence) model of Brown Creeper (Certhia americana) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from the Regional Climate Model v3 (RCM3) with boundary conditions driven by the Third Generation Coupled Global Climate Model (CGCM3) averaged and available from http://www.narccap.ucar.edu/. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Future density (birds per hectare) model of Scrub Jay (Aphelocoma californica): Community Climate System Model (CCSM) Future density (birds per hectare) model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from the Weather Research Forecasting Grell Model (WRFG) with boundary conditions driven by the Community Climate System Model (CCSM) averaged for the years 2041-2070 and available from http://www.narccap.ucar.edu/. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Future binomial (presence/absence) model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model Future binomial (presence/absence) model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from the Weather Research Forecasting Grell Model (WRFG) with boundary conditions driven by the Community Climate System Model (CCSM) averaged for the years 2041-2070 and available from http://www.narccap.ucar.edu/. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Future binomial (presence/absence) model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model Future binomial (presence/absence) model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from the Weather Research Forecasting Grell Model (WRFG) with boundary conditions driven by the Third Generation Coupled Global Climate Model (CGCM3) averaged for the years 2041-2070 and available from http://www.narccap.ucar.edu/. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, NPLCC, Oregon, Washington, birds, All tags... boosted regression tree model, climate change, species distribution modeling, Fewer tags Current density (birds per hectare) model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model - Gaussian Current density (birds per hectare) model of Scrub Jay (Aphelocoma californica) using a Boosted Regression Tree model (Hastie & Tibshirani 2000) informed by breeding season avian point count data, modeled vegetation types, and climate data from PRISM (Daly et al. 2004) averaged for the years 1971-2000. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, California, NPLCC, Oregon, Oregon, All tags... Washington, Washington, birds, birds, boosted regression tree model, boosted regression tree model, climate change, climate change, species distribution modeling, species distribution modeling, Fewer tags 1 2 »