MESO要素清单:49-153#
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')
层次#
21 层,层次列表如下:
1000
975
950
925
900
850
800
750
700
650
600
550
500
450
400
350
300
250
200
150
100
位势高度#
要素名 |
wgrib2 |
eccodes |
cemc |
GRIB Key |
层次类型 |
层次 |
编号 |
|---|---|---|---|---|---|---|---|
位势高度 |
HGT |
gh |
h |
(0, 3, 5) |
pl |
21层 |
49-69 |
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter="HGT",
level_type="pl",
level=1000,
lazy=True
)
assert field.attrs["GRIB_count"] == 49
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter="gh",
level_type="pl",
level=850,
lazy=True
)
assert field.attrs["GRIB_count"] == 54
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter="h",
level_type="pl",
level=200,
lazy=True
)
assert field.attrs["GRIB_count"] == 67
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter={
"discipline": 0,
"parameterCategory": 3,
"parameterNumber": 5,
},
level_type="pl",
level=100,
lazy=True
)
assert field.attrs["GRIB_count"] == 69
温度#
要素名 |
wgrib2 |
eccodes |
cemc |
GRIB Key |
层次类型 |
层次 |
编号 |
|---|---|---|---|---|---|---|---|
温度 |
TMP |
t |
t |
(0, 0, 0) |
pl |
21层 |
70-90 |
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter="TMP",
level_type="pl",
level=1000,
lazy=True
)
assert field.attrs["GRIB_count"] == 70
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter="t",
level_type="pl",
level=850,
lazy=True
)
assert field.attrs["GRIB_count"] == 75
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter={
"discipline": 0,
"parameterCategory": 0,
"parameterNumber": 0,
},
level_type="pl",
level=100,
lazy=True
)
assert field.attrs["GRIB_count"] == 90
东西风#
要素名 |
wgrib2 |
eccodes |
cemc |
GRIB Key |
层次类型 |
层次 |
编号 |
|---|---|---|---|---|---|---|---|
东西风 |
UGRD |
u |
u |
(0, 2, 2) |
pl |
21层 |
91-111 |
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter="UGRD",
level_type="pl",
level=1000,
lazy=True
)
assert field.attrs["GRIB_count"] == 91
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter="u",
level_type="pl",
level=850,
lazy=True
)
assert field.attrs["GRIB_count"] == 96
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter={
"discipline": 0,
"parameterCategory": 2,
"parameterNumber": 2,
},
level_type="pl",
level=100,
lazy=True
)
assert field.attrs["GRIB_count"] == 111
南北风#
要素名 |
wgrib2 |
eccodes |
cemc |
GRIB Key |
层次类型 |
层次 |
编号 |
|---|---|---|---|---|---|---|---|
南北风 |
VGRD |
v |
v |
(0, 2, 3) |
pl |
40层 |
112-132 |
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter="VGRD",
level_type="pl",
level=1000,
lazy=True
)
assert field.attrs["GRIB_count"] == 112
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter="v",
level_type="pl",
level=850,
lazy=True
)
assert field.attrs["GRIB_count"] == 117
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter={
"discipline": 0,
"parameterCategory": 2,
"parameterNumber": 3,
},
level_type="pl",
level=100,
lazy=True
)
assert field.attrs["GRIB_count"] == 132
垂直速度#
要素名 |
wgrib2 |
eccodes |
cemc |
GRIB Key |
层次类型 |
层次 |
编号 |
|---|---|---|---|---|---|---|---|
垂直速度 |
DZDT |
wz |
w |
(0, 2, 9) |
pl |
21层 |
133-153 |
Note
检索 1000hPa 垂直速度需要增加 stepType="instant" 条件,与输出间隔内最大垂直速度 (编号 19) 区分。
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter="DZDT",
level_type="pl",
level=1000,
stepType="instant",
lazy=True
)
assert field.attrs["GRIB_count"] == 133
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter="DZDT",
level_type="pl",
level=975,
lazy=True
)
assert field.attrs["GRIB_count"] == 134
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter="wz",
level_type="pl",
level=850,
lazy=True
)
assert field.attrs["GRIB_count"] == 138
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter="w",
level_type="pl",
level=200,
lazy=True
)
assert field.attrs["GRIB_count"] == 151
field = load_field_from_file(
meso_grib2_orig_file_path,
parameter={
"discipline": 0,
"parameterCategory": 2,
"parameterNumber": 9,
},
level_type="pl",
level=100,
lazy=True
)
assert field.attrs["GRIB_count"] == 153