File name Authors, year Titles Methods Predictors predictand CHapter 6 Statistic J. Olsson, C. B. Uvo Statistical atmo correlation Precip itable water, u, v at Mean 12-hour rainfall JinI Downscaling of coefficients(cc) Term extreme Neural networks vol.26,No.9,pp.695 700,2001 Networks Statistic Reiner schnur A case study of statistical Classification tree SLP-c ircu lation pattern Daily Dennis p downscaling in Australiaanalysis EOF time coeffic ients of occurrence(wet/dry) Lettenmaier using weathe SLP anomalies Daily rainfall amount Journal of Hydrology by recursive partitioning Distribution of storm 212-213(1998)362 interarrival time Statistics Heinz-thco Statistical dynamicalClassification Geostrophic wind Mean wind speed field downscaling of windclusters Vertical emperature Hartmut Kapitza, climatologies DynamIcs non- dient d Ulrich Pfluger hydrostatic Radiosonde da d irection . of engineering temperature grad ient (100m- No time step??? industrial aerodynamics 67&68 (1997)449-457 Statistic6 The use of weather ty Weather type by 3 indices of weather types Jones haracteristics Journal of Hydrology GCM downscaling indices(lamb) Probability and amount 212-213(1998)348 between 3 indices and rainfall weather generation Statistic RL. Wilby, H. Statistical downscaling of Regression trans fer 3 indices calculated from Hassan. K Hanaki hydrometeorological functions fo daily mean SLP elements Joumal of hydrology variables using generaldifferent elements 05(1998)1-19 circulation model output Assessment of Climate/Change ImpactsChapter 6 Assessment of Climate/Change Impacts File name Authors, year Titles Methods Predictors predictands Statistic3 J. Olsson, C. B. Uvo and K. Jinno Phys. Chem. Earth (B), Vol. 26, No. 9, pp. 695- 700,200l Statistical Atmospheric Downscaling of Short￾Term Extreme Rainfall By Neural Networks correlation coefficients (cc) Neural networks Precipitable water, u, v at 850hpa Mean 12-hour rainfall Statistic4 Reiner Schnur, Dennis P. Lettenmaier Journal of Hydrology 212–213 (1998) 362– 379 A case study of statistical downscaling in Australia using weather classification by recursive partitioning Classification tree analysis SLP-circulation pattern: EOF time coefficients of SLP anomalies Daily rainfall occurrence (wet/dry) Daily rainfall amount Distribution of storm interarrival time Statistic5 Heinz-thco Mengelkamp, Hartmut Kapitza, Ulrich Pfluger, J. of wind engineering and industrial aerodynamics 67&68 (1997) 449-457 Statistical dynamical downscaling of wind climatologies Classification: clusters Dynamics: non￾hydrostatic Mesoscale model Geostrophic wind Vertical temperature gradient Radiosonde data at 850hpa(wind) temperature gradient (100m- 1.5km) Mean wind speed field and wind speed distribution and direction No time step??? Statistic6 D. Conway, P.D. Jones Journal of Hydrology 212–213 (1998) 348– 361 The use of weather types and air flow indices for GCM downscaling Weather type by using 3 indices(lamb) probabilities between 3 indices and rainfall weather generation 3 indices of weather types Daily rainfall characteristics: Probability and amount Statistic7 R.L. Wilby, H. Hassan,K. Hanaki Journal of hydrology 205(1998)1-19 Statistical downscaling of hydrometeorological variables using general circulation model output Regression transfer functions for different elements 3 indices calculated from daily mean SLP Daily data for 7 elements