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Global reconstruction of flood and heavy precipitation probabilities, 1836-2015 - MaRDI portal

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Global reconstruction of flood and heavy precipitation probabilities, 1836-2015

From MaRDI portal



DOI10.5281/zenodo.7680097Zenodo7680097MaRDI QIDQ6697049

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 27 February 2023

Copyright license: No records found.



Description

As part of the HEGS project, an attempt was made at reconstructing flood and heavy precipitation probabilities for thousands of stations worldwide and for the period 1836-2015. This repository contains the precipitation/streamflow data underlying this reconstruction (https://vimeo.com/802751683), and the reconstruction itself. Details can be found in this publication. Data Seasonal maxima of daily precipitation or streamflow. One file for each season, with the following columns: var: variable Rx1day (heavy precipitation) or Qx (flood). year: year. For the DJF season, year e.g. 1998 spans from December 1998 to February 1999. siteID: ID of the site, as used in the original HadEX2/HadEX3 and GSIM datasets. lon: longitude. lat: latitude. value: seasonal maximum value, in mm (precipitation) or m3.s-1 (streamflow). returnPeriod: return period T associated with the value above. nonExceedanceProb: non-exceedance probability associated with the return period (p=1-1/T). Reconstructions Probability of exceeding T-year events and predictive quantiles, estimated at all stations and for the period 1836-2015. One file for each season, with the following columns: var: variable Rx1day (heavy precipitation) or Qx (flood). year: year. For the DJF season, year e.g. 1998 spans from December 1998 to February 1999. siteID: ID of the site, as used in the original HadEX2/HadEX3 and GSIM datasets. lon: longitude. lat: latitude. Pr[exceeding the 2-year event]: estimated probability of exceeding the 2-year event at this site during this season. Pr[exceeding the 10-year event]: estimated probability of exceeding the 10-year event at this site during this season. Pr[exceeding the 100-year event]: estimated probability of exceeding the 100-year event at this site during this season. q5: 5%-quantile of the predictive distribution at this site during this season. q10: 10%-quantile of the predictive distribution at this site during this season. q25: 25%-quantile of the predictive distribution at this site during this season. q50: 50%-quantile of the predictive distribution at this site during this season. q75: 75%-quantile of the predictive distribution at this site during this season. q90: 90%-quantile of the predictive distribution at this site during this season. q95: 95%-quantile of the predictive distribution at this site during this season.






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