Hiller, Anna E; Goodman, Kari R; Shaw, Kerry L; O'Grady, Patrick M; Gillespie, Rosemary G (2016): Species distribution models and georeferenced occurrence records for Hawaiian Arthropods (Laupala, Drosophila, Tetragnatha, and Nesosydne). PANGAEA, https://doi.org/10.1594/PANGAEA.865181, Supplement to: Hiller, Anna E; Koo, Michelle S; Goodman, Kari R; Shaw, Kerry L; O'Grady, Patrick M; Gillespie, Rosemary G (2019): Niche conservatism predominates in adaptive radiation: comparing the diversification of Hawaiian arthropods using ecological niche modelling. Biological Journal of the Linnean Society, https://doi.org/10.1093/biolinnean/blz023
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Focal Taxa: Laupala, AMC Clade Drosophila, Tetragnatha, and Nesosydne. We assembled comprehensive occurrence datasets of all known records for each of the four lineages (included here), modeled their distributions using Maxent across the entire archipelago, and quantified niche overlap. Final base layers Mean Annual Air Temperature (°C), Mean Annual Rainfall (mm), Vegetation Height (m), and Normalized Difference Vegetation Index (NDVI) were selected based on optimum AUC values of trial models run. Rasters were obtained for the Rainfall Atlas of Hawaii, Climate of Hawaii, and USGS and resampled to a ~1km by ~1km resolution using smoothing for quantitative variables and nearest neighbor resampling for categorical variables (Giambelluca et al. 2013, Giambelluca et al. 2014, Hawaii Soil Survey 2000). Data presented here are the full set of georeferenced occurrence records, the filtered model inputs, and the final SDM models in ASCII format for each species. See the supplementary material in the corresponding publication (Hiller et al. 2017) for details on the georeferencing protocols used and a list of museum specimen numbers. Note that not all models were included in subsequent analyses due to poor quality (<3 records as model input or low AUC score).
Giambelluca, Thomas W; Chen, Qi; Frazier, Abby G; Price, Jonathan P; Chen, Yi-Leng; Chu, Pao-Shin; Eischeid, Jon K; Delparte, Donna M (2013): Online Rainfall Atlas of Hawai'i. Bulletin of the American Meteorological Society, 94(3), 313-316, https://doi.org/10.1175/BAMS-D-11-00228.1
Giambelluca, Thomas W; Shuai, Xiufu; Barnes, Mallory L; Alliss, Randall J; Longman, Ryan J; Miura, Tomoaki; Chen, Qi; Frazier, Abby G; Mudd, Ryan G; Cuo, Lan; Businger, Aaron D (2014): Evapotranspiration of Hawai'i. Final report submitted to the U.S. Army Corps of Engineers - Honolulu District, and the Commission on Water Resource Management, State of Hawai'i, 178 pp, http://evapotranspiration.geography.hawaii.edu/assets/files/PDF/ET%20Project%20Final%20Report.pdf (ET_ProjectFinalReport.pdf)
Median Latitude: 20.416500 * Median Longitude: -157.389500 * South-bound Latitude: 18.913000 * West-bound Longitude: -159.789000 * North-bound Latitude: 21.920000 * East-bound Longitude: -154.990000
659 data points