t - Regional Climate Group

More documents

Recommendations

Info

Statistical downscaling: methods • linear – in large majority of studies – regression – canonical correlation / covariance (SVD) analysis • nonlinear – neural networks – analog Göteborg University http://www.gvc2.gu.se/rcg Regional Climate Group 6
Statistical downscaling: Reproduction of variance • underestimated variance in downscaled data • two ways of reproduction of variance – inflation (enhancement of anomalies by a constant factor) • physically questionable all forcing comes from large-scales – adding noise • white noise • regression residuals • noise with pre-specified statistical characteristics Göteborg University http://www.gvc2.gu.se/rcg Regional Climate Group 7
Page 1 and 2: Weather Generator Downscaling Summe
Page 3 and 4: Acknowledgement • Some of the OHs
Page 5: How to build the statistical model
Page 9 and 10: Statistical downscaling: Reproducti
Page 11 and 12: A successful statistical downscalin
Page 13 and 14: Differences between real world and
Page 15 and 16: Transfer Functions Area Grid Box Se
Page 17 and 18: Weather Typing Fundamental Assumpti
Page 19 and 20: Example 1: cont…… How to quanti
Page 21 and 22: General categories of methodologies
Page 23 and 24: The key problem->why WG Output of G
Page 25 and 26: Matching the scales: two common app
Page 27 and 28: Key publications in the development
Page 29 and 30: Precipitation occurrence processes
Page 31 and 32: Precipitation amount processes (con
Page 33 and 34: Other meteorological variables Cond
Page 35 and 36: WG type I: Markov chain (transition
Page 37 and 38: The Richardson type WG Precipitatio
Page 39 and 40: One application of WG: Create data
Page 41 and 42: Statistical spatial downscaling Sou
Page 43 and 44: Weather Generators Fundamental Assu
Page 45 and 46: NCC/RCG-WG • Version 1: released
Page 47 and 48: Application of NCC/RCG-WG for China
Page 49 and 50: Two examples Beijing Haike Götebor
Page 51 and 52: Regional distribution of GAMMA para
Page 53 and 54: Simulated and observed monthly mean
Page 55: Suggested Further Readings • IPCC

t - Regional Climate Group

Create successful ePaper yourself

Delete template?

Save as template?