…For example, replace double ;; with single ;'

…p.end() that should be def_var_name_map.end(). Fixing that gets rid of the runtime hang.'

…lumn from MODE. Define it as FCST/OBS object area instead of min/max. Update the User's Guide to note the change and also clarify that the MTD VOLUME_RATIO output really is FCST/OBS. (#1650)

* Per #1644, write rejection reason codes at verbosity 2 when there are 0 matched pairs.

* Per #1644, add a few sentences to Point-Stat, Practical Information chapter about debugging 0 matched pairs.

…broken the NB but it did not. Turns out the diffing logic is NOT properly distinguishing between single and pair object lines. It does this by looking for an underscore in the OBJECT_ID column. When we added FCST_UNITS and OBS_UNITS, that shifted OBJECT_ID up 2 spots, but the code was still checking the (0-based) 20th column instead of the 22nd. Fixing this now and will rerun NB20210202 to confirm it works again.

…ed the ASPECT_DIFF and CURVATURE_RATIO columns a while ago, but they were missing from the diff logic. This logic really is not good. We need to make it more robust, reading the version-specific header columns from a table file instead of hard-coding them!

* Per #1653, update plot_cnt.R and plot_mpr.R to remove the version-specific header columns.

* Per #1653, nice enhancments to these Rscripts to make them more independent of the MET version number.

* Per #1653, more tweaks

* Per #1653, if no input files are provided, error out with a useful message.

* Per #1653, while the scripts ran fine using R 4.0.2 on my Mac, they fail on eyewall using R 3.4.0. Adding as.character() to get past that error.

…e if the input data is empty

…2grid_hang

Feature 1630 point2grid hang

* Per #1658, update MXUPHL entries.

* Per #1658, updating long name for MAXREF, MAXUVV, and MAXDVV.

* Per #1450, add new ECNT columns for Hersback CRPS. Still need to actually compute the stats though.

* Per #1450, update NumArray functions to only sort if the data is not yet sorted. And check for bad data when computing the standard deviation.

* Per #1450, add code to compute the empirical CRPS value.

* Per #1450, large change to the new output for the empirical CRPS. In order to aggregate decomposed empirical CRPS reliability and potential correctly, we'd need to write (n+1)*2 additional columns. While the empirical crps can be aggregated as a weighted mean, the decomposition cannot. It just isn't feasible to do this in the ECNT line type. If this reliability and potential really are required, recommend that we add an entirely new CRPS line type instead of tacking onto ECNT. These changes simply remove reliabilit and potential from the output.

* Per #1450 and #1451, replacing single CRPS_CLIMO column with CRPSCL and CRPSCL_EMP which will be needed for #1451.

* Per #1450, delete temp files I'd accidentally committed.

* Per #1450, update the user's guide with CRPS updates.

* Fix bug replacing crpss_emp with crpss_gaus.

…m the bounds time variable

Feature 1657 bounds attribute

…f the list of masking region names is non-unique. Update Point-Stat and Grid-Stat to call it. (#1679)

* Per #1450, add new ECNT columns for Hersback CRPS. Still need to actually compute the stats though.

* Per #1450, update NumArray functions to only sort if the data is not yet sorted. And check for bad data when computing the standard deviation.

* Per #1450, add code to compute the empirical CRPS value.

* Per #1450, large change to the new output for the empirical CRPS. In order to aggregate decomposed empirical CRPS reliability and potential correctly, we'd need to write (n+1)*2 additional columns. While the empirical crps can be aggregated as a weighted mean, the decomposition cannot. It just isn't feasible to do this in the ECNT line type. If this reliability and potential really are required, recommend that we add an entirely new CRPS line type instead of tacking onto ECNT. These changes simply remove reliabilit and potential from the output.

* Per #1450 and #1451, replacing single CRPS_CLIMO column with CRPSCL and CRPSCL_EMP which will be needed for #1451.

* Per #1450, delete temp files I'd accidentally committed.

* Per #1450, update the user's guide with CRPS updates.

* Per #1451, instead of computing the climo crps on the fly, compute and store it separately for each point.

* Per #1451, the ECNT line type will no longer be written separately for each CDF bin. Removing the bin-related arguments from the write_ecnt functions.

* Per #1451, the climo_cdf.write_bins option no longer applies. Since Ensemble-Stat will no longer compute stats separately for each climo bin, I'm removing the reference to write_bins from the Ensemble-Stat config files.

* Per #1451, compute and store the climo CRPS for each point. Also, break apart the normal climo computation into separate functions for crps, ign, and pit.

* Per #1451, update Ensemble-Stat logic to no longer subset pairs into climo CDF bins. We had done this to be consistent with the use of climo data in point and grid-stat. But this change to the handling of climo data is consitent with the NOAA/EMC approach.

* Per #1451, split out the setting of climo CDF thresholds into a separate function so that it can also be called by stat-analysis.

* Per #1451, in the Ensemble-Stat ORANK line type, rename CLIMO to CLIMO_MEAN and add a CLIMO_STDEV column.

* Per #1451, also need to update gsidens2orank to write a climo_stdev column.

* Per #1451, switch from constant pointer to ClimoCDFInfo object to a copy to make the logic of doing this in Stat-Analysis a little easier.

* Per #1451, the HiRA method in Point-Stat computes an ECNT output line type. Needed to call set_climo_cdf() there so that we know how many climo values to use when computing the empirical climo CRPS.

* Per #1451, need to store climo_cdf for both grid and point verification.

* Per #1451, update to write the CLIMO_STDEV header column for the ORANK line type.

* Per #1451, in Ensemble-Stat when doing point verification, check for empty OBS_UNIT string and write NA instead.

* Per #1451, update unit tests by enhancing the climatology call to Ensemble-Stat to also include point verification. Tweak the Ensemble-Stat cofiguration for that and also add a call to pb2nc to prepare the point observations for use.

* Per #1450, added a new section to the Ensemble-Stat chapter describing how climo mean/stdev are used in the computation of the skill scores.

* Update ensemble-stat.rst

Co-authored-by: j-opatz <59586397+j-opatz@users.noreply.github.com>

Co-authored-by: Howard Soh <hsoh@kiowa.rap.ucar.edu>

* Per #1135, add fcst/obs_init/valid_inc/exc options for STAT-Analysis jobs.

* Per #1135, update all the STATAnalysis config files to include entries for the new fcst/obs_init/valid_inc/exc options.

* Per #1135, add documentation for fcst/obs_init/valid_inc/exc options to the STAT-Analysis chapter. Also, clarify the description for the existing options.

* Per #1135, adding another call to stat_analysis to check the time filtering options.

* Per #1135, just renaming stat_analysis output file.

* Apply suggestions from code review

Co-authored-by: jprestop <jpresto@ucar.edu>

Co-authored-by: John Halley Gotway <johnhg@kiowa.rap.ucar.edu>
Co-authored-by: jprestop <jpresto@ucar.edu>