Datasets for "A unified framework to estimate the origins of atmospheric moisture and heat using Lagrangian models"

<p>This repository contains the post-processed model outputs from HAMSTER v1.2.0 as used in the following&nbsp;paper:&nbsp;</p> <p>Keune, J., Schumacher, D. L., and Miralles, D. G.: A unified framework to estimate the origins of atmospheric moisture and heat using Lagrangian models, Geosci. Model Dev., 15, 1875&ndash;1898, https://doi.org/10.5194/gmd-15-1875-2022, 2022.<br> <br> The data set contains (1) global validation statistics for the three fluxes (evaporation, precipitation, sensible heat), and (2) the climatological source regions of precipitation and heat for Denver, Beijing&nbsp;and Windhoek. The former are found in the directory &#39;validation/global&#39;, and the latter are found in the directories &#39;1001&#39; (Denver), &#39;3001&#39; (Beijing) and &#39;5002&#39; (Windhoek).&nbsp;Multiple experiments were performed to assess the uncertainty of the source regions. Thus, multiple files exist, that show the same variables but for multiple experiments (indicated by the names&nbsp;&quot;ALLPBL&quot;, &quot;RH-10-20&quot;, &quot;SOD08-SCH19&quot;, &quot;SCH20&quot;, &quot;FAS19&quot; in the file name). For the moisture source regions, the uncertainty of the attribution methodology was assessed; these are indicated by the different folders, i.e. &#39;linear_upscaled&#39;&nbsp;and &#39;random2_upscaled&#39;.&nbsp;For each city and each experiment, the climatologically averaged source regions (&#39;_mean.nc&#39;) and the&nbsp;climatologically averaged individual backward day contributions (&#39;_bwmean.nc&#39;) are&nbsp;provided.&nbsp;Data sets are in the netCDF format and contain metadata following the CF convention.</p>