1097-0088/asset/JOC_centre.gif?v=1&s=392766b4fccfb001371ef9b7a825690a48ffca93)
1097-0088/asset/JOC_right.gif?v=1&s=0dac9618b2b4992612d732ba56fc6b92cb55979a)
Research Article
Development of gridded surface meteorological data for ecological applications and modelling
Article first published online: 21 DEC 2011
DOI: 10.1002/joc.3413
Copyright © 2011 Royal Meteorological Society
Additional Information
How to Cite
Abatzoglou, J. T. (2013), Development of gridded surface meteorological data for ecological applications and modelling. Int. J. Climatol., 33: 121–131. doi: 10.1002/joc.3413
Publication History
- Issue published online: 21 DEC 2012
- Article first published online: 21 DEC 2011
- Manuscript Accepted: 15 NOV 2011
- Manuscript Revised: 13 NOV 2011
- Manuscript Received: 6 JUL 2011
Keywords:
- weather data;
- humidity;
- agriculture;
- wildfire
Abstract
Landscape-scale ecological modelling has been hindered by suitable high-resolution surface meteorological datasets. To overcome these limitations, desirable spatial attributes of gridded climate data are combined with desirable temporal attributes of regional-scale reanalysis and daily gauge-based precipitation to derive a spatially and temporally complete, high-resolution (4-km) gridded dataset of surface meteorological variables required in ecological modelling for the contiguous United States from 1979 to 2010. Validation of the resulting gridded surface meteorological data, using an extensive network of automated weather stations across the western United States, showed skill comparable to that derived from interpolation using station observations, suggesting it can serve as suitable surrogate for landscape-scale ecological modelling across vast unmonitored areas of the United States. Copyright © 2011 Royal Meteorological Society