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Modeled potential presence of Ceratocystis luhuohia across Hawaiian Islands Hawaiʹi’s most widespread native tree, ʹōhiʹa lehua (Metrosideros polymorpha), has been dying across large areas of Hawaiʹi Island mainly due to two fungal pathogens (Ceratocystis lukuohia and Ceratocystis huliohia) that cause a disease collectively known as Rapid ʹŌhiʹa Death (ROD). Here we examine patterns of positive detections of C. lukuohia as it has been linked to the larger mortality events across Hawaiʹi Island. Our analysis compares the environmental range of C. lukuohia and its spread over time through the known climatic range and distribution of ʹōhiʹa. This data set is a georeferenced raster file, containing the projected potential presence of C.lukuohia across the main Hawaiian Islands using climatic... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Ceratocystis lukuohia, Hawaii, Metrosideros polymorpha, Ohia, Rapid Ohia death, All tags... biota, Fewer tags Hawaiian Islands nested habitat suitability models for highly invasive plants for baseline climate scenario (1990-2009) We created a comprehensive estimate of potential distribution for a subset of 17 ecosystem modifying invasive plants (EMIPs) in Hawaiʻi. This work uses methods that integrate a wide set of data sources including agency and citizen science data, but perhaps more importantly, the integration of regional and global distribution information for these species. We developed transferable and comparable general species distribution models (SDMs) at global and regional scales based on a minimum set of biologically plausible predictors. We built three sets of ensemble species distribution models (SDMs) for each species. We first built global and regional ensemble distribution models for each species. Then, to create a comprehensive... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Baseline Climate, Ensemble Model Projections, Hawai’i, Invasive Plants, Main Hawaiian Islands, All tags... Nested Models, Species Distribution Models, biota, Fewer tags Hawaiian Islands Ceratocystis luhuohia modeled habitat suitability Hawaiʹi’s most widespread native tree, ʹōhiʹa lehua (Metrosideros polymorpha), has been dying across large areas of Hawaiʹi Island mainly due to two fungal pathogens (Ceratocystis lukuohia and Ceratocystis huliohia) that cause a disease collectively known as Rapid ʹŌhiʹa Death (ROD). Here we examine patterns of positive detections of C. lukuohia as it has been linked to the larger mortality events across Hawaiʹi Island. Our analysis compares the environmental range of C. lukuohia and its spread over time through the known climatic range and distribution of ʹōhiʹa. This data set is a georeferenced raster file, containing the projected suitability for C.lukuohia across the main Hawaiian Islands using climatic variables... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Ceratocystis lukuohia, Hawaii, Metrosideros polymorpha, Ohia, Rapid Ohia death, All tags... biota, Fewer tags Hawaiian Islands global habitat suitability models for highly invasive plants for baseline climate scenario (1990-2009) We created a comprehensive estimate of potential distribution for a subset of 17 ecosystem modifying invasive plants (EMIPs) in Hawaiʻi. This work uses methods that integrate a wide set of data sources including agency and citizen science data, but perhaps more importantly, the integration of regional and global distribution information for these species. We developed transferable and comparable general species distribution models (SDMs) at global and regional scales based on a minimum set of biologically plausible predictors. The global models were developed for each species using all global location data and pseudo-absences (PAs), excluding those found in Hawaiʻi, and using WorldClim2 bioclimatic variables (1... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Baseline Climate, Ensemble Model Projections, Hawai’i, Invasive Plants, Main Hawaiian Islands, All tags... Nested Models, Species Distribution Models, biota, Fewer tags Hawaiian Islands 19 bioclimatic variables for baseline and future (RCP 4.5 and RCP 8.5) climate scenarios We integrated recent climate model projections developed for the State of Hawai’i with current climatological datasets to generate updated regionally defined bioclimatic variables. We derived updated bioclimatic variables from new projections of baseline and future monthly minimum, mean, and maximum temperature (Tmin, Tmean, Tmax) and mean precipitation (Pmean) data at 250 m resolution. We used observation-based data for the baseline bioclimatic variables from the Rainfall Atlas of Hawai’i. We used the most up-to-date dynamically downscaled future projections based on the Weather Research and Forecasting (WRF) model from the International Pacific Research Center (IPRC) and the National Center for Atmospheric Research... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Bioclimatic Variables, Climate Shifts, Future Scenarios, Global Circulation Models, Hawai’i, All tags... Main Hawaiian Islands, Regional Projections, farming, Fewer tags Hawaiian Islands regional habitat suitability models for highly invasive plants for baseline climate scenario (1990-2009) We created a comprehensive estimate of potential distribution for a subset of 17 ecosystem modifying invasive plants (EMIPs) in Hawaiʻi. This work uses methods that integrate a wide set of data sources including agency and citizen science data, but perhaps more importantly, the integration of regional and global distribution information for these species. We developed transferable and comparable general species distribution models (SDMs) at global and regional scales based on a minimum set of biologically plausible predictors. The regional models were developed for each species using only regional location data and pseudo-absences (PAs) wihtin the extent of the main Hawaiian Islands and regionally derived bioclimatic... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Baseline Climate, Ensemble Model Projections, Hawai’i, Invasive Plants, Main Hawaiian Islands, All tags... Nested Models, Species Distribution Models, biota, Fewer tags