Feature 1843 scatter index

met/data/table_files/met_header_columns_V10.1.txt

@@ -1,4 +1,4 @@
-V10.1 : STAT : CNT      : VERSION MODEL DESC FCST_LEAD FCST_VALID_BEG FCST_VALID_END OBS_LEAD OBS_VALID_BEG OBS_VALID_END FCST_VAR FCST_UNITS FCST_LEV OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV FSTDEV_NCL FSTDEV_NCU FSTDEV_BCL FSTDEV_BCU OBAR OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU OSTDEV OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS FRANK_TIES ORANK_TIES ME ME_NCL ME_NCU ME_BCL ME_BCU ESTDEV ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS MBIAS_BCL MBIAS_BCU MAE MAE_BCL MAE_BCU MSE MSE_BCL MSE_BCU BCMSE BCMSE_BCL BCMSE_BCU RMSE RMSE_BCL RMSE_BCU E10 E10_BCL E10_BCU E25 E25_BCL E25_BCU E50 E50_BCL E50_BCU E75 E75_BCL E75_BCU E90 E90_BCL E90_BCU EIQR EIQR_BCL EIQR_BCU MAD MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL ANOM_CORR_BCU ME2 ME2_BCL ME2_BCU MSESS MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
+V10.1 : STAT : CNT      : VERSION MODEL DESC FCST_LEAD FCST_VALID_BEG FCST_VALID_END OBS_LEAD OBS_VALID_BEG OBS_VALID_END FCST_VAR FCST_UNITS FCST_LEV OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV FSTDEV_NCL FSTDEV_NCU FSTDEV_BCL FSTDEV_BCU OBAR OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU OSTDEV OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS FRANK_TIES ORANK_TIES ME ME_NCL ME_NCU ME_BCL ME_BCU ESTDEV ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS MBIAS_BCL MBIAS_BCU MAE MAE_BCL MAE_BCU MSE MSE_BCL MSE_BCU BCMSE BCMSE_BCL BCMSE_BCU RMSE RMSE_BCL RMSE_BCU E10 E10_BCL E10_BCU E25 E25_BCL E25_BCU E50 E50_BCL E50_BCU E75 E75_BCL E75_BCU E90 E90_BCL E90_BCU EIQR EIQR_BCL EIQR_BCU MAD MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL ANOM_CORR_BCU ME2 ME2_BCL ME2_BCU MSESS MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU SI SI_BCL SI_BCU
 V10.1 : STAT : CTC      : VERSION MODEL DESC FCST_LEAD FCST_VALID_BEG FCST_VALID_END OBS_LEAD OBS_VALID_BEG OBS_VALID_END FCST_VAR FCST_UNITS FCST_LEV OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FY_OY FY_ON FN_OY FN_ON
 V10.1 : STAT : CTS      : VERSION MODEL DESC FCST_LEAD FCST_VALID_BEG FCST_VALID_END OBS_LEAD OBS_VALID_BEG OBS_VALID_END FCST_VAR FCST_UNITS FCST_LEV OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL BASER BASER_NCL BASER_NCU BASER_BCL BASER_BCU FMEAN FMEAN_NCL FMEAN_NCU FMEAN_BCL FMEAN_BCU ACC ACC_NCL ACC_NCU ACC_BCL ACC_BCU FBIAS FBIAS_BCL FBIAS_BCU PODY PODY_NCL PODY_NCU PODY_BCL PODY_BCU PODN PODN_NCL PODN_NCU PODN_BCL PODN_BCU POFD POFD_NCL POFD_NCU POFD_BCL POFD_BCU FAR FAR_NCL FAR_NCU FAR_BCL FAR_BCU CSI CSI_NCL CSI_NCU CSI_BCL CSI_BCU GSS GSS_BCL GSS_BCU HK HK_NCL HK_NCU HK_BCL HK_BCU HSS HSS_BCL HSS_BCU ODDS ODDS_NCL ODDS_NCU ODDS_BCL ODDS_BCU LODDS LODDS_NCL LODDS_NCU LODDS_BCL LODDS_BCU ORSS ORSS_NCL ORSS_NCU ORSS_BCL ORSS_BCU EDS EDS_NCL EDS_NCU EDS_BCL EDS_BCU SEDS SEDS_NCL SEDS_NCU SEDS_BCL SEDS_BCU EDI EDI_NCL EDI_NCU EDI_BCL EDI_BCU SEDI SEDI_NCL SEDI_NCU SEDI_BCL SEDI_BCU BAGSS BAGSS_BCL BAGSS_BCU
 V10.1 : STAT : FHO      : VERSION MODEL DESC FCST_LEAD FCST_VALID_BEG FCST_VALID_END OBS_LEAD OBS_VALID_BEG OBS_VALID_END FCST_VAR FCST_UNITS FCST_LEV OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL F_RATE H_RATE O_RATE

met/docs/Users_Guide/appendixC.rst

@@ -496,6 +496,15 @@ Called "RMSE" in CNT output :numref:`table_PS_format_info_CNT`
 RMSE is simply the square root of the MSE, :math:`\text{RMSE} = \sqrt{\text{MSE}}`. 
 
 
+Scatter Index (SI)
+~~~~~~~~~~~~~~~~~~
+
+Called "SI" in CNT output :numref:`table_PS_format_info_CNT`
+
+SI is the ratio of the root mean squared error to the mean error (overall bias), :math:`\text{SI} = \text{RMSE} / \text{ME}`.
+
+Smaller values of SI indicate better agreement between the model and observations (less scatter on scatter plot).
+
 Standard deviation of the error
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 

met/docs/Users_Guide/point-stat.rst

@@ -852,6 +852,10 @@ The first set of header columns are common to all of the output files generated
   * - 120-122
     - ANOM_CORR_UNCNTR, :raw-html:`<br />` ANOM_CORR_UNCNTR_BCL, :raw-html:`<br />` ANOM_CORR_UNCNTR_BCU
     - The uncentered Anomaly Correlation excluding mean error including bootstrap upper and lower confidence limits
+  * - 123-125
+    - SI, :raw-html:`<br />` SI_BCL, :raw-html:`<br />` SI_BCU
+    - Scatter Index including bootstrap upper and lower confidence limits
+
 
 .. _table_PS_format_info_MCTC:
 

met/src/basic/vx_util/stat_column_defs.h

@@ -103,7 +103,8 @@ static const char * cnt_columns [] = {
    "MSESS",            "MSESS_BCL",            "MSESS_BCU",
    "RMSFA",            "RMSFA_BCL",            "RMSFA_BCU",
    "RMSOA",            "RMSOA_BCL",            "RMSOA_BCU",
-   "ANOM_CORR_UNCNTR", "ANOM_CORR_UNCNTR_BCL", "ANOM_CORR_UNCNTR_BCU"
+   "ANOM_CORR_UNCNTR", "ANOM_CORR_UNCNTR_BCL", "ANOM_CORR_UNCNTR_BCU",
+   "SI",               "SI_BCL",               "SI_BCL" 
 };
 
 static const char * sl1l2_columns [] = {

met/src/libcode/vx_stat_out/stat_columns.cc

@@ -2341,7 +2341,8 @@ void write_cnt_cols(const CNTInfo &cnt_info, int i,
    //    MSESS,            MSESS_BCL,            MSESS_BCU,
    //    RMSFA,            RMSFA_BCL,            RMSFA_BCU,
    //    RMSOA,            RMSOA_BCL,            RMSOA_BCU,
-   //    ANOM_CORR_UNCNTR, ANOM_CORR_UNCNTR_BCL, ANOM_CORR_UNCNTR_BCU
+   //    ANOM_CORR_UNCNTR, ANOM_CORR_UNCNTR_BCL, ANOM_CORR_UNCNTR_BCU,
+   //    SI,               SI_BCL,               SI_BCU
    //
 
    at.set_entry(r, c+0,  // Total Number of Grid Points
@@ -2635,6 +2636,15 @@ void write_cnt_cols(const CNTInfo &cnt_info, int i,
    at.set_entry(r, c+96, // Anomaly Correlation Uncentered BCU
       cnt_info.anom_corr_uncntr.v_bcu[i]);
 
+   at.set_entry(r, c+97, // Scatter Index
+      cnt_info.si.v);
+
+   at.set_entry(r, c+98, // Scatter Index BCL
+      cnt_info.si.v_bcl[i]);
+
+   at.set_entry(r, c+99, // Scatter Index BCU
+      cnt_info.si.v_bcu[i]);
+
    return;
 }
 

met/src/libcode/vx_statistics/compute_ci.cc

@@ -1265,6 +1265,18 @@ void compute_cnt_stats_ci_bca(const gsl_rng *rng_ptr,
                               cnt_info.rmse.v_bcl[i],
                               cnt_info.rmse.v_bcu[i]);
 
+      //
+      // Compute bootstrap interval for si
+      //
+      s = cnt_info.si.v;
+      read_ldf(cnt_i_file, c,   si_na);
+      read_ldf(cnt_r_file, c++, sr_na);
+      for(i=0; i<cnt_info.n_alpha; i++)
+         compute_bca_interval(s, si_na, sr_na,
+                              cnt_info.alpha[i],
+                              cnt_info.si.v_bcl[i],
+                              cnt_info.si.v_bcu[i]);
+
       //
       // Compute bootstrap interval for e10
       //
@@ -2274,6 +2286,17 @@ void compute_cnt_stats_ci_perc(const gsl_rng *rng_ptr,
                                cnt_info.rmse.v_bcl[i],
                                cnt_info.rmse.v_bcu[i]);
 
+      //
+      // Compute bootstrap interval for si
+      //
+      s = cnt_info.si.v;
+      read_ldf(cnt_r_file, c++, sr_na);
+      for(i=0; i<cnt_info.n_alpha; i++)
+         compute_perc_interval(s, sr_na,
+                               cnt_info.alpha[i],
+                               cnt_info.si.v_bcl[i],
+                               cnt_info.si.v_bcu[i]);
+
       //
       // Compute bootstrap interval for e10
       //
@@ -3879,14 +3902,15 @@ void write_cntinfo(ofstream &tmp_out, const CNTInfo &c) {
    char line[max_line_len];
 
    snprintf(line, max_line_len,
-           "%f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f",
+           "%f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f",
            c.fbar.v,    c.fstdev.v,    c.obar.v,          c.ostdev.v,
            c.pr_corr.v, c.anom_corr.v,
            c.rmsfa.v,   c.rmsoa.v,     c.anom_corr_uncntr.v,
            c.me.v,      c.me2.v,       c.estdev.v,        c.mbias.v,
            c.mae.v,     c.mse.v,       c.msess.v,         c.bcmse.v,
-           c.rmse.v,    c.e10.v,       c.e25.v,           c.e50.v,
-           c.e75.v,     c.e90.v,       c.eiqr.v,          c.mad.v);
+           c.rmse.v,    c.si.v,        c.e10.v,           c.e25.v,
+           c.e50.v,     c.e75.v,       c.e90.v,           c.eiqr.v,
+           c.mad.v);
 
    tmp_out << line << "\n";
 

met/src/libcode/vx_statistics/compute_stats.cc

@@ -120,6 +120,14 @@ void compute_cntinfo(const SL1L2Info &s, bool aflag, CNTInfo &cnt_info) {
    // Compute root mean squared error
    cnt_info.rmse.v = sqrt(cnt_info.mse.v);
 
+   // Compute Scatter Index (SI)
+   if(!is_eq(cnt_info.me.v, 0.0)) {
+      cnt_info.si.v = cnt_info.rmse.v / cnt_info.me.v;
+   }
+   else {
+      cnt_info.si.v = bad_data_double;
+   }
+
    // Compute normal confidence intervals
    cnt_info.compute_ci();
 
@@ -342,6 +350,17 @@ void compute_cntinfo(const PairDataPoint &pd, const NumArray &i_na,
    //
    cnt_info.rmse.v = sqrt(err_sq_bar);
 
+   //
+   // Compute Scatter Index (SI)
+   //
+   if(!is_eq(cnt_info.me.v, 0.0)) {
+      cnt_info.si.v = cnt_info.rmse.v / cnt_info.me.v;
+   }
+   else {
+      cnt_info.si.v = bad_data_double;
+   }
+
+
    //
    // Only compute the Kendall Tau and Spearman's Rank corrleation
    // coefficients if the rank_flag is set.
@@ -1196,6 +1215,9 @@ void compute_cnt_mean(const CNTInfo *cnt_info, int n,
    for(i=0,na.erase(); i<n; i++) na.add(cnt_info[i].rmse.v);
    cnt_mean.rmse.v = na.mean();
 
+   for(i=0,na.erase(); i<n; i++) na.add(cnt_info[i].si.v);
+   cnt_mean.si.v = na.mean();
+
    for(i=0,na.erase(); i<n; i++) na.add(cnt_info[i].e10.v);
    cnt_mean.e10.v = na.mean();
 

met/src/libcode/vx_statistics/met_stats.cc

@@ -735,6 +735,7 @@ void CNTInfo::clear() {
    msess.clear();
    bcmse.clear();
    rmse.clear();
+   si.clear();
    e10.clear();
    e25.clear();
    e50.clear();
@@ -783,6 +784,7 @@ void CNTInfo::assign(const CNTInfo &c) {
    msess            = c.msess;
    bcmse            = c.bcmse;
    rmse             = c.rmse;
+   si               = c.si;
    e10              = c.e10;
    e25              = c.e25;
    e50              = c.e50;
@@ -833,6 +835,7 @@ void CNTInfo::allocate_n_alpha(int i) {
       msess.allocate_n_alpha(n_alpha);
       bcmse.allocate_n_alpha(n_alpha);
       rmse.allocate_n_alpha(n_alpha);
+      si.allocate_n_alpha(n_alpha);
       e10.allocate_n_alpha(n_alpha);
       e25.allocate_n_alpha(n_alpha);
       e50.allocate_n_alpha(n_alpha);
@@ -1016,6 +1019,7 @@ double CNTInfo::get_stat(const char *stat_name) {
    else if(strcmp(stat_name, "MSE"             ) == 0) v = mse.v;
    else if(strcmp(stat_name, "BCMSE"           ) == 0) v = bcmse.v;
    else if(strcmp(stat_name, "RMSE"            ) == 0) v = rmse.v;
+   else if(strcmp(stat_name, "SI"              ) == 0) v = si.v;
    else if(strcmp(stat_name, "E10"             ) == 0) v = e10.v;
    else if(strcmp(stat_name, "E25"             ) == 0) v = e25.v;
    else if(strcmp(stat_name, "E50"             ) == 0) v = e50.v;

met/src/libcode/vx_statistics/met_stats.h

@@ -185,6 +185,9 @@ class CNTInfo {
       CIInfo e10, e25, e50, e75, e90, eiqr;
       CIInfo mad;
 
+      // Scatter Index
+      CIInfo si;
+
       int n_ranks, frank_ties, orank_ties;
 
       void clear();

met/src/tools/core/series_analysis/series_analysis.cc

@@ -1604,6 +1604,9 @@ void store_stat_cnt(int n, const ConcatString &col,
       else if(c == "RMSE")                 { v = cnt_info.rmse.v;                    }
       else if(c == "RMSE_BCL")             { v = cnt_info.rmse.v_bcl[i];             }
       else if(c == "RMSE_BCU")             { v = cnt_info.rmse.v_bcu[i];             }
+      else if(c == "SI")                   { v = cnt_info.si.v;                      }
+      else if(c == "SI_BCL")               { v = cnt_info.si.v_bcl[i];               }
+      else if(c == "SI_BCU")               { v = cnt_info.si.v_bcu[i];               }
       else if(c == "E10")                  { v = cnt_info.e10.v;                     }
       else if(c == "E10_BCL")              { v = cnt_info.e10.v_bcl[i];              }
       else if(c == "E10_BCU")              { v = cnt_info.e10.v_bcu[i];              }

test/hdr/met_10_1.hdr

@@ -1,4 +1,4 @@
-CNT           : VERSION MODEL DESC FCST_LEAD FCST_VALID_BEG FCST_VALID_END OBS_LEAD OBS_VALID_BEG OBS_VALID_END FCST_VAR FCST_UNITS FCST_LEV OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV FSTDEV_NCL FSTDEV_NCU FSTDEV_BCL FSTDEV_BCU OBAR OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU OSTDEV OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS FRANK_TIES ORANK_TIES ME ME_NCL ME_NCU ME_BCL ME_BCU ESTDEV ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS MBIAS_BCL MBIAS_BCU MAE MAE_BCL MAE_BCU MSE MSE_BCL MSE_BCU BCMSE BCMSE_BCL BCMSE_BCU RMSE RMSE_BCL RMSE_BCU E10 E10_BCL E10_BCU E25 E25_BCL E25_BCU E50 E50_BCL E50_BCU E75 E75_BCL E75_BCU E90 E90_BCL E90_BCU EIQR EIQR_BCL EIQR_BCU MAD MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL ANOM_CORR_BCU ME2 ME2_BCL ME2_BCU MSESS MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
+CNT           : VERSION MODEL DESC FCST_LEAD FCST_VALID_BEG FCST_VALID_END OBS_LEAD OBS_VALID_BEG OBS_VALID_END FCST_VAR FCST_UNITS FCST_LEV OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV FSTDEV_NCL FSTDEV_NCU FSTDEV_BCL FSTDEV_BCU OBAR OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU OSTDEV OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS FRANK_TIES ORANK_TIES ME ME_NCL ME_NCU ME_BCL ME_BCU ESTDEV ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS MBIAS_BCL MBIAS_BCU MAE MAE_BCL MAE_BCU MSE MSE_BCL MSE_BCU BCMSE BCMSE_BCL BCMSE_BCU RMSE RMSE_BCL RMSE_BCU E10 E10_BCL E10_BCU E25 E25_BCL E25_BCU E50 E50_BCL E50_BCU E75 E75_BCL E75_BCU E90 E90_BCL E90_BCU EIQR EIQR_BCL EIQR_BCU MAD MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL ANOM_CORR_BCU ME2 ME2_BCL ME2_BCU MSESS MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU SI SI_BCL SI_BCU
 CTC           : VERSION MODEL DESC FCST_LEAD FCST_VALID_BEG FCST_VALID_END OBS_LEAD OBS_VALID_BEG OBS_VALID_END FCST_VAR FCST_UNITS FCST_LEV OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FY_OY FY_ON FN_OY FN_ON
 CTS           : VERSION MODEL DESC FCST_LEAD FCST_VALID_BEG FCST_VALID_END OBS_LEAD OBS_VALID_BEG OBS_VALID_END FCST_VAR FCST_UNITS FCST_LEV OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL BASER BASER_NCL BASER_NCU BASER_BCL BASER_BCU FMEAN FMEAN_NCL FMEAN_NCU FMEAN_BCL FMEAN_BCU ACC ACC_NCL ACC_NCU ACC_BCL ACC_BCU FBIAS FBIAS_BCL FBIAS_BCU PODY PODY_NCL PODY_NCU PODY_BCL PODY_BCU PODN PODN_NCL PODN_NCU PODN_BCL PODN_BCU POFD POFD_NCL POFD_NCU POFD_BCL POFD_BCU FAR FAR_NCL FAR_NCU FAR_BCL FAR_BCU CSI CSI_NCL CSI_NCU CSI_BCL CSI_BCU GSS GSS_BCL GSS_BCU HK HK_NCL HK_NCU HK_BCL HK_BCU HSS HSS_BCL HSS_BCU ODDS ODDS_NCL ODDS_NCU ODDS_BCL ODDS_BCU LODDS LODDS_NCL LODDS_NCU LODDS_BCL LODDS_BCU ORSS ORSS_NCL ORSS_NCU ORSS_BCL ORSS_BCU EDS EDS_NCL EDS_NCU EDS_BCL EDS_BCU SEDS SEDS_NCL SEDS_NCU SEDS_BCL SEDS_BCU EDI EDI_NCL EDI_NCU EDI_BCL EDI_BCU SEDI SEDI_NCL SEDI_NCU SEDI_BCL SEDI_BCU BAGSS BAGSS_BCL BAGSS_BCU
 FHO           : VERSION MODEL DESC FCST_LEAD FCST_VALID_BEG FCST_VALID_END OBS_LEAD OBS_VALID_BEG OBS_VALID_END FCST_VAR FCST_UNITS FCST_LEV OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL F_RATE H_RATE O_RATE