![]() Download NetCDF files of the IMERG V06 Final Run Daily Climatologyĭownload this video (right-click -> Save As).Res.This animation shows the average amount of precipitation that falls on each day of the year (mm/day), computed from 2001 - 2018. 1993: Southern oscillation effects on daily precipitation in the southwestern United States, Water Resour. 1991: Simulation of daily precipitation in the Pacific Northwest using a weather classification scheme, Surv. 1992: Adapting stochastic weather generation algorithms for climate change studies, Clim. 1984: A model fitting analysis of daily rainfall data (with discussion), J. John Wiley and Sons, New York, Stern, R.D. (ed.) Greenhouse-Gas-Induced Climatic Change: A Critical Appraisal of Simulations and Observations, Developments in Atmospheric Science 19, pp. 1991: The equilibrium response to doubling atmospheric CO 2. 1989: Generalized Linear Models, Second Edition. (eds.) Encyclopedia of Statistical Sciences Vol. 1993b: Estimation of local precipitation statistics reflecting climate change, Water Resour. 1993a: Space-time precipitation reflecting climate change, Hydrol. 1988: Model output statistics forecasts: three years of operational experience in the Netherlands, Mon. 1994: The dependence of daily precipitation on temperature, Proceedings of the eighteenth annual climate diagnostics workshop, Boulder, Colorado, November 1–5, 1993, 207–211. 1993: Modelling daily precipitation as a function of temperature for climate change impact studies, KNMI Scientific Report WR 93-02, De Bilt 1993: Validation of GCM control simulations using indices of daily airflow types over the British Isles, Clim. 1993: A stochastic approach for assessing the effect of changes in synoptic circulation patterns on gauge precipitation, Water Resour. (eds.) 1992: Climate Change 1992, The Supplementary Report to the IPCC Scientific Assessment. (eds.) 1990: Climate Change, The IPCC Scientific Assessment. 1993: Application of Markov models to area-average daily precipitation series and interannual variability in seasonal totals, Clim. 1991: Reliable yield of reservoirs and possible effects of climatic change, Hydrol. 1991: Extreme storm rainfall and climatic change, Atmos. 1988: Repercussions of a CO 2 doubling on the water cycle and on the water balance - A case study for Belgium, J. 1993: Jackknife tests for differences in autocorrelation between climate time series, J. 1977: Stochastic modelling of daily rainfall sequences, Communications Agricultural University Wageningen, Wageningen, 77–3īuishand, T.A. 1993: Climate change and the regulation of the surface moisture and energy budgets, Clim. 1994: Storm activity over the North Sea and the Netherlands in two climate models compared with observations, KNMI Scientific Report WR 94-02, De Biltīoer, G.J. 1992: Space-time model for daily rainfall using atmospheric circulation patterns, Water Resour. An extended model with both temperature and surface air pressure is presented which makes it possible to study the additional effects of a potential systematic change in surface air pressure on precipitation.īárdossy, A. For a temperature change of 3☌ (reasonable guess for a doubled CO 2 climate according to the present-day general circulation models) this results in an increase in the annual average amount of 9% (20% in winter and 4% in summer). A representative rainfall sequence for the situation of a systematic temperature rise is obtained by multiplying the precipitation amounts in the observed record with a temperature dependent factor based on a fitted regression model. Because the model is non-linear and the variance of the errors depends on the expected response, an iteratively reweighted least-squares technique is needed to estimate the regression coefficients. Spline functions are introduced to reproduce the non-monotonous change of the mean daily precipitation amount with temperature. The precipitation-temperature dependence can partly be ascribed to the phenomenon that warmer air can contain more moisture. ![]() Temperature is chosen as a covariate to use the model for generating synthetic time series of daily precipitation in a CO 2 induced warmer climate. The precipitation amounts on wet days at De Bilt (the Netherlands) are linked to temperature and surface air pressure through advanced regression techniques.
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