Description Usage Arguments References
View source: R/ExtractData_ClimateDownscaling.R
Hybrid-delta downscaling developed by Hamlet et al. 2010 and Tohver et al. 2014. Applied, e.g., by Dickerson-Lange et al. 2014
1 2 3 4 5 6 7 8 9 10 11 12 |
obs.hist.daily |
A list. Each element corresponds to one year of
|
obs.hist.monthly |
A numeric matrix. Monthly time-series of observed weather
calculated from |
scen.hist.monthly |
A numeric matrix. Monthly time-series of scenario weather
during the historic time period |
scen.fut.monthly |
A numeric matrix. Monthly time-series of scenario weather
during the projected time period |
opt_DS |
A named list. |
do_checks |
A logical value. If |
Hamlet, A. F., E. P. Salathe, and P. Carrasco. 2010. Statistical downscaling techniques for global climate model simulations of temperature and precipitation with application to water resources planning studies. Chapter 4. Final Report for the Columbia Basin Climate Change Scenarios Project. Climate Impacts Group, Center for Science in the Earth System, Joint Institute for the Study of the Atmosphere and Ocean, University of Washington, Seattle, WA.
Tohver, I.M., Hamlet, A.F. & Lee, S.-Y. (2014) Impacts of 21st-Century Climate Change on Hydrologic Extremes in the Pacific Northwest Region of North America. Journal of the American Water Resources Association, 50, 1461-1476.
Anandhi, A., A. Frei, D. C. Pierson, E. M. Schneiderman, M. S. Zion, D. Lounsbury, and A. H. Matonse. 2011. Examination of change factor methodologies for climate change impact assessment. Water Resources Research 47:W03501.
Dickerson-Lange, S. E., and R. Mitchell. 2014. Modeling the effects of climate change projections on streamflow in the Nooksack River basin, Northwest Washington. Hydrological Processes: http://dx.doi.org/10.1002/hyp.10012.
Wang, L., and W. Chen. 2014. Equiratio cumulative distribution function matching as an improvement to the equidistant approach in bias correction of precipitation. Atmospheric Science Letters 15:1-6.
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