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Map of dominant vegetation in the Hawaiian Islands - Plant species abundance models were developed using four baseline predictors with matching future projected climate variables: 1) simplified pioneer substrate (developed from geology maps by Price et al. (2012)) as a proxy for primary succession; 2) mean annual temperature (bio1); 3) wet season rainfall (bio18); and 4) dry season rainfall (bio19). Environmental variables were resampled to a consistent projection (WGS1984) with 250m grid cell resolution.