![]() 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. ![]() Check all pages to see the full range of data.The precipitation amounts on wet days at De Bilt (the Netherlands) are linked to temperature and surface air pressure through advanced regression techniques. The second email contains a link for you to download the data you requested, in a multi-page data table. Usually, just a few minutes later, you'll receive an email stating that your order has been processed. First, you'll receive a notice that the request has been submitted. The action will now move to your email inbox. The REQUEST SUBMITTED page offers further information You can also find Help links on this page. On the Review Order page, enter your email address (twice) and click SUBMIT ORDER. On the Select Cart Options page, continue with the default selections. Click the orange VIEW ALL ITEMS button to go to the Select Cart Options page. Place your cursor over the Cart button in the upper right.Click the orange ADD TO CART button in the left column (these data are free).Your search results show up in the left column with a map of your ZIP code on the right. Enter the ZIP code of interest as the Search term, and then click Search.Under the Search for dropdown, select ZIP codes.Under Select Data Range, click the calendar icon and select dates on the Start and End calendars to reflect your dates of interest.Under Select Weather Observation Type/Dataset, select Daily Summaries.Go to the Climate Data Online Search page (opens in a new tab) NOTE: You may want to print these instructions so you can read them while you perform each step in another browser tab.
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