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ReadMe.txt
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Data:
* = NOTE: Some of these files are too large to be stored on GitHub. Contact for direct access and/or see data archived at http://portal.nersc.gov/archive/home/m/mdfowler/www/ and on Zenodo (https://zenodo.org/record/7716823#.ZAtL5i-B1qt)**
* fldare1161.nc -- raw output of flooded area for the first year of analysis in CaMa. Used to retrieve grid information.
control_outflw.mat, full_outflw.mat, physiology_outflw.mat, radiation_outflw.mat -- Matlab data structures containing annual maximum runoff at every point from CESM experiments.
pyTfull.mat, pyTrad.mat, pyTphys.mat -- generated by GEVattempt1.ipynb. Return period of CTRL100 flood based on GEV fit.
sig95.pkl -- mask of significance for each experiment, generated by GEV_1000bootstrap.ipynb
* cesm1_0_6.1850_4xco2_fulgb.1deg.002.clm2.MonthlyConcat_Meg.nc - Related CESM variables in FULL experiment from the land model (monthly).
validGridMask_CaMa.ma -- land/ocean mask at CaMa resolution
CaMa_gridAreas.mat -- grid areas of CaMa resolution
* MonthlyAverages.pkl -- Monthly average river discharge (created initially/used in RiverAnalysis.ipynb)
lonIndices_subsetKey.txt, latIndices_subsetKey.txt -- indices of gridcells with a "river" - defined as gridcells with average discharge over 500 m3/s (see section at end of RiverAnalysis notebook for illustration).
* Control_outflow_subset.nc, Full_outflow_subset.nc Physiology_outflow_subset.nc, Radiation_outflow_subset.nc -- raw outflow from CaMa corresponding to "river" locations as defined by lonIndices and latIndices above.
BasinMask.mat -- definitions of individual basins
BasinMask_CESMres.mat -- definitions of individual basins at CESM resolution
* StreamflowAnnualExtremes.pkl -- percentages, max, min, and mean river discharges
* cam/clm .ho.Monthly*.nc files -- concatenated CESM output used to understand the underlying drivers of flood/streamflow changes. These are now archived on Zenodo here: https://zenodo.org/record/7716823#.ZAtL5i-B1qt
Scripts:
GEV_1000bootstrap.ipynb -- Compute 1000 member bootstrap of GEV fit and determine significant changes of CTRL100 flood frequency. Create mask of drivers.This program is responsible for creating Figure 1, with the exception of resizing individual panels and added text labels, which were done in Adobe Illustrator.
RiverAnalysis.ipynb -- Define peak and low flows globally.
Streamflow_PatternCorr.ipynb -- Create latitudinal plots of streamflow, as in Fig. 2.
LinearityAnalysis.ipynb -- Basin-level analysis of streamflow changes. Creates Fig. 4.
GRDC_validation.ipynb -- Creates Fig. 5.
MeanStreamflowDistributions_V2.ipynb -- Creates top row of Fig. 3.
RainFractionPlot.ipynb -- Creates bottom row of Fig. 3.