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3 results for “Tn10p”
Ensemble calculations of "Tn10p" from EURO-CORDEX data for Europe
<p><strong>Climate Index: </strong>Tn10p</p> <p><strong>Definition:</strong> Average number of days that the daily minimum temperature is below the 10th percentile of daily minimum temperatures of a five day window.</p> <p><strong>Additional information:</strong> The dataset is based on an ensemble of EURO-CORDEX model simulations of daily near-surface maximum temperature. All ensemble members are bias-corrected against the gridded daily observational dataset E-OBS.</p> <p>Results (ensemble mean and standard deviation) are available for historical (1971-2000) and future (2011-2040, 2041-2070, 2071-2100) climate periods and for the representative concentration pathways RCP2.6, RCP4.5 and RCP8.5.</p> <p>The bias-corrected EURO-CORDEX climate model simulations used are:</p> <ul> <li>CLMcom-CCLM4-8-17/ICHEC-EC-EARTH, CLMcom-CCLM4-8-17/MOHC-HadGEM2-ES</li> <li>DMI-HIRHAM5/ICHEC-EC-EARTH</li> <li>KNMI-RACMO22E/ICHEC-EC-EARTH, KNMI-RACMO22E/MOHC-HadGEM2-ES</li> <li>SMHI-RCA4/ICHEC-EC-EARTH, SMHI-RCA4/MOHC-HadGEM2-ES</li> </ul>
Infilled and non-infilled HadEX-CAM dataset for the TX90p, TN90p, TX10p, TN10p ETCCDI indices
<p>All NetCDF files contain monthly gridded data for the European continent that span 1901-2018.</p> <p>Each file contain the data relative to a single extreme index that is indicated in the filename (e.g., "_TX90p_").</p> <p>The filenames with the prefix "original_" correspond to the original HadEX-CAM dataset that contains missing values indicated by NaN values.</p> <p>The filenames with the prefix "crai_" corresponds to the HadEX-CAM dataset infilled using our AI method (<a href="https://github.com/FREVA-CLINT/climatereconstructionAI">CRAI</a>).</p> <p>The filenames with the prefix "idw_" corresponds to the HadEX-CAM dataset infilled using the Inverse Distance Weighting technique with power parameter equals to 4.</p> <p>The filenames with the prefix "kriging_" corresponds to the HadEX-CAM dataset infilled using the ordinary Kriging technique with an exponential variogram model.</p> <p>The filenames with the prefix "diffusion_" corresponds to the HadEX-CAM dataset infilled using an adapted version of the <a href="https://github.com/openai/guided-diffusion">guided-diffusion</a> code.</p> <p> </p> <p>The "original_" data are distributed under the Open Government Licence: http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/.</p> <p>The other data ("crai_", "idw_", "kriging_" and "diffusion_") are distributed under the Creative Commons Attribution 4.0 International licence.</p>
Infilled and non-infilled HadEX-CAM dataset for the TX90p, TN90p, TX10p, TN10p ETCCDI indices
<p>All NetCDF files contain monthly gridded data for the European continent that span 1901-2018.</p> <p>Each file contain the data relative to a single extreme index that is indicated in the filename (e.g., "_TX90p_").</p> <p>The filenames with the prefix "original_" correspond to the original HadEX-CAM dataset that contains missing values indicated by NaN values.</p> <p>The filenames with the prefix "crai_" corresponds to the HadEX-CAM dataset infilled using our AI method (<a href="https://github.com/FREVA-CLINT/climatereconstructionAI">CRAI</a>).</p> <p>The filenames with the prefix "idw_" corresponds to the HadEX-CAM dataset infilled using the Inverse Distance Weighting technique with power parameter equals to 4.</p> <p>The filenames with the prefix "kriging_" corresponds to the HadEX-CAM dataset infilled using the ordinary Kriging technique with an exponential variogram model.</p> <p>The filenames with the prefix "diffusion_" corresponds to the HadEX-CAM dataset infilled using an adapted version of the <a href="https://github.com/openai/guided-diffusion">guided-diffusion</a> code.</p>
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