Climate Change Implications for Tropical Islands: Interpolating and Interpreting Statistically Downscaled GCM Projections for Management and PlanningAuthor(s): Azad Henareh Khalyani; William A. Gould; Eric Harmsen; Adam Terando; Maya Quinones; Jaime A. Collazo
Source: Journal of Applied Meteorology and Climatology
Publication Series: Scientific Journal (JRNL)
Station: International Institute of Tropical Forestry
Download Publication (3.0 MB)
Related Research Highlights
Climate Change Implications for Tropical Islands
<The potential ecological and economic effects of climate change for tropical islands were studied using output from 12 statistically downscaled general circulation models (GCMs) taking Puerto Rico as a test case. Two model selection/model averaging strategies were used: the average of all available GCMs and the av-erage of the models that are able to reproduce the observed large-scale dynamics that control precipitation over the Caribbean. Five island-wide and multidecadal averages of daily precipitation and temperature were estimated by way of a climatology-informed interpolation of the site-speciﬁc downscaled climate model output. Annual cooling degree-days (CDD) were calculated as a proxy index for air-conditioning energy demand, and two measures of annual no-rainfall days were used as drought indices. Holdridge life zone classiﬁcation was used to map the possible ecological effects of climate change. Precipitation is predicted to decline in both model ensembles, but the decrease was more severe in the ‘‘regionally consistent’’ models. The precipitation declines cause gradual and linear increases in drought intensity and extremes. The warming from the 1960–90 period to the 2071–99 period was 4.68–98C depending on the global emission scenarios and location. This warming may cause increases in CDD, and consequently increasing energy demands. Life zones may shift from wetter to drier zones with the possibility of losing most, if not all, of the subtropical rain forests and extinction risks to rain forest specialists or obligates.>
- We recommend that you also print this page and attach it to the printout of the article, to retain the full citation information.
- This article was written and prepared by U.S. Government employees on official time, and is therefore in the public domain.
CitationHenareh Khalyani, Azad; Gould, William A.; Harmsen, Eric; Terando, Adam; Quinones, Maya; Collazo, Jaime A. 2016. Climate Change Implications for Tropical Islands: Interpolating and Interpreting Statistically Downscaled GCM Projections for Management and Planning. Journal of Applied Meteorology and Climatology. 55(2):265-282.
KeywordsTropics, evapotranspiration, classification, interpolation schemes, ensembles, general circulation models
- Climate change and water resources in a tropical island system: propagation of uncertainty from statistically downscaled climate models to hydrologic models
- High-resolution interpolation of climate scenarios for Canada derived from general circulation model simulations
- Contributing factors for drought in United States forest ecosystems under projected future climates and their uncertainty
XML: View XML