CMA-MESO 1KM

Contents

CMA-MESO 1KM#

CMA-MESO 基础 GRIB2 数据文件有 402 个要素场。

import numpy as np
import pandas as pd
import xarray as xr

from reki.format.grib.eccodes import load_field_from_file

/home/wangdp/project/cedarkit/notebook-project/notebook-devel/ref/data-notebook-project/data-notebook/.venv/lib/python3.14/site-packages/gribapi/__init__.py:23: UserWarning: ecCodes 2.42.0 or higher is recommended. You are running version 2.34.1
  warnings.warn(

from data_notebook.data import get_data_file

meso_grib2_orig_file_path = get_data_file("cma-meso-1km")
meso_grib2_orig_file_path

PosixPath('/home/wangdp/project/cedarkit/notebook-project/notebook-devel/ref/data-notebook-project/data-notebook/data/cma-meso-1km/grib2/orig/Z_NAFP_C_BABJ_20260725000000_P_CEMC-CMA-MESO-1KM-ORIG-02400.grb2')

要素列表#

使用 ecCodes 打印 CMA-GFS 基础 GRIB2 数据的要素列表。

from IPython.utils.capture import capture_output

with capture_output() as captured:
    !grib_ls -P count "{meso_grib2_orig_file_path}" 2>/dev/null

print(captured.stdout)

/home/wangdp/project/cedarkit/notebook-project/notebook-devel/ref/data-notebook-project/data-notebook/data/cma-meso-1km/grib2/orig/Z_NAFP_C_BABJ_20260725000000_P_CEMC-CMA-MESO-1KM-ORIG-02400.grb2
count        edition      centre       date         dataType     gridType     typeOfLevel  level        stepRange    shortName    packingType  
          2            babj         20260725     fc           regular_ll   surface      0            0-24         unknown      grid_jpeg   
          2            babj         20260725     fc           regular_ll   surface      0            0-24         unknown      grid_jpeg   
          2            babj         20260725     fc           regular_ll   surface      0            24           t            grid_jpeg   
          2            babj         20260725     fc           regular_ll   surface      0            0-24         str          grid_jpeg   
          2            babj         20260725     fc           regular_ll   surface      0            0-24         ssr          grid_jpeg   
          2            babj         20260725     fc           regular_ll   surface      0            24           orog         grid_jpeg   
          2            babj         20260725     fc           regular_ll   heightAboveGround  2            24           2sh          grid_jpeg   
          2            babj         20260725     fc           regular_ll   heightAboveGround  2            24           2t           grid_jpeg   
          2            babj         20260725     fc           regular_ll   heightAboveGround  10           24           10u          grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  10           24           10v          grid_jpeg   
         2            babj         20260725     fc           regular_ll   entireAtmosphere  0            24           tcc          grid_jpeg   
         2            babj         20260725     fc           regular_ll   entireAtmosphere  0            24           lcc          grid_jpeg   
         2            babj         20260725     fc           regular_ll   entireAtmosphere  0            24           mcc          grid_jpeg   
         2            babj         20260725     fc           regular_ll   entireAtmosphere  0            24           hcc          grid_jpeg   
         2            babj         20260725     fc           regular_ll   atmosphere   0            24           unknown      grid_jpeg   
         2            babj         20260725     fc           regular_ll   atmosphere   0            24           unknown      grid_jpeg   
         2            babj         20260725     fc           regular_ll   surface      0            24           blh          grid_jpeg   
         2            babj         20260725     fc           regular_ll   surface      0            24           unknown      grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         23-24        wz           grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  10           23-24        10u          grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  10           23-24        10v          grid_jpeg   
         2            babj         20260725     fc           regular_ll   surface      0            23-24        unknown      grid_jpeg   
         2            babj         20260725     fc           regular_ll   surface      0            24           unknown      grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGroundLayer  5000         0-24         unknown      grid_jpeg   
         2            babj         20260725     fc           regular_ll   surface      0            23-24        unknown      grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGroundLayer  600          24           unknown      grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGroundLayer  600          24           unknown      grid_jpeg   
         2            babj         20260725     fc           regular_ll   surface      0            24           unknown      grid_jpeg   
         2            babj         20260725     fc           regular_ll   surface      0            24           sp           grid_jpeg   
         2            babj         20260725     fc           regular_ll   meanSea      0            24           prmsl        grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  30           24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  50           24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  70           24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  100          24           100u         grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  120          24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  140          24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  160          24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  180          24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  200          24           200u         grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  30           24           v            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  50           24           v            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  70           24           v            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  100          24           100v         grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  120          24           v            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  140          24           v            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  160          24           v            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  180          24           v            grid_jpeg   
         2            babj         20260725     fc           regular_ll   heightAboveGround  200          24           200v         grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           gh           grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           t            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           u            grid_jpeg   
         2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           u            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           u            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           u            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           u            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           u            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           u            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           u            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           u            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           u            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           u            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           u            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           u            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           u            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           v            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           wz           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           q            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           clwmr        grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           rwmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           icmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           snmr         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           grle         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           ccl          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           r            grid_jpeg   
        2            babj         20260725     fc           regular_ll   heightAboveGround  2            24           2r           grid_jpeg   
        2            babj         20260725     fc           regular_ll   heightAboveGround  2            24           2d           grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           d            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           d            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           d            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           d            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           d            grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           dpt          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           papt         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           papt         grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           papt         grid_jpeg   
        2            babj         20260725     fc           regular_ll   meanSea      0            24           kx           grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           pli          grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   heightAboveGroundLayer  1000         24           vwsh         grid_jpeg   
        2            babj         20260725     fc           regular_ll   heightAboveGroundLayer  3000         24           vwsh         grid_jpeg   
        2            babj         20260725     fc           regular_ll   heightAboveGroundLayer  6000         24           vwsh         grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           bli          grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  1000         24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  975          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  950          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  925          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  900          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  850          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  800          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  750          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  700          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  650          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  600          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  550          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  500          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  450          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  400          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  350          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  300          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  250          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  200          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  150          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   isobaricInhPa  100          24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   heightAboveGroundLayer  1000         24           hlcy         grid_jpeg   
        2            babj         20260725     fc           regular_ll   heightAboveGroundLayer  3000         24           hlcy         grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   atmosphere   0            24           pwat         grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           vis          grid_jpeg   
        2            babj         20260725     fc           regular_ll   heightAboveGround  10           24           i10fg        grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           ptype        grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           cdct         grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           unknown      grid_jpeg   
        2            babj         20260725     fc           regular_ll   surface      0            24           unknown      grid_jpeg   
of 402 messages in /home/wangdp/project/cedarkit/notebook-project/notebook-devel/ref/data-notebook-project/data-notebook/data/cma-meso-1km/grib2/orig/Z_NAFP_C_BABJ_20260725000000_P_CEMC-CMA-MESO-1KM-ORIG-02400.grb2

of 402 total messages in 1 files