| [183] | 1 | from viz.utils import peek |
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| 2 | from viz.utils import cardinal_2_month |
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| 3 | import pylab as p |
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| 4 | import matplotlib.numerix.ma as ma |
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| 5 | import numpy as n |
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| 6 | from string import zfill |
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| 7 | |
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| 8 | def plot_soilw_from_gfs(file_name, cntr_lvl=None): |
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| 9 | file, vars = peek(file_name, show_vars=False) |
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| 10 | lon = vars['lon_3'].get_value() |
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| 11 | lat = vars['lat_3'].get_value() |
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| 12 | soilw_var = vars['SOILW_3_DBLY_10'] |
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| 13 | soilw = soilw_var.get_value() |
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| 14 | soilw_m = ma.masked_where(soilw == soilw_var._FillValue, soilw) |
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| 15 | for lvl_idx in range(len(soilw)): |
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| 16 | p.figure() |
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| 17 | if cntr_lvl is not None: |
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| 18 | p.contourf(lon,lat,soilw_m[lvl_idx],cntr_lvl) |
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| 19 | else: |
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| 20 | p.contourf(lon,lat,soilw_m[lvl_idx]) |
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| 21 | p.colorbar() |
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| 22 | # flip the y-axis |
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| 23 | p.ylim((lat[-1], lat[0])) |
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| 24 | p.ylabel('degrees North') |
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| 25 | p.xlabel('degrees East') |
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| 26 | lvl_bounds = vars['lv_DBLY5_l' + str(lvl_idx)] |
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| 27 | valid_when = soilw_var.initial_time |
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| 28 | valid_when = valid_when[3:5] + ' ' \ |
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| 29 | + cardinal_2_month(int(valid_when[:2])) + ' ' + valid_when[6:10] \ |
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| 30 | + ' ' + valid_when[12:17] + ' UTC' |
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| 31 | title_string = 'Volumetric soil moisture (fraction) valid at ' \ |
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| 32 | + '\n' + valid_when + ' ' \ |
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| 33 | + str(lvl_bounds[0]) + '-' + str(lvl_bounds[1]) + ' cm from GFS' |
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| 34 | p.title(title_string) |
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| 35 | return |
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| 36 | |
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| 37 | def plot_soilt_from_gfs(file_name, cntr_lvl=None): |
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| 38 | file, vars = peek(file_name, show_vars=False) |
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| 39 | lon = vars['lon_3'].get_value() |
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| 40 | lat = vars['lat_3'].get_value() |
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| 41 | soilt_var = vars['TMP_3_DBLY_10'] |
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| 42 | soilt = soilt_var.get_value() |
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| 43 | soilt_m = ma.masked_where(soilt == soilt_var._FillValue, soilt) |
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| 44 | for lvl_idx in range(len(soilt)): |
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| 45 | p.figure() |
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| 46 | if cntr_lvl is not None: |
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| 47 | p.contourf(lon,lat,soilt_m[lvl_idx],cntr_lvl) |
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| 48 | else: |
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| 49 | p.contourf(lon,lat,soilt_m[lvl_idx]) |
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| 50 | p.colorbar() |
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| 51 | # flip the y-axis |
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| 52 | p.ylim((lat[-1], lat[0])) |
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| 53 | p.ylabel('degrees North') |
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| 54 | p.xlabel('degrees East') |
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| 55 | lvl_bounds = vars['lv_DBLY5_l' + str(lvl_idx)] |
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| 56 | valid_when = soilt_var.initial_time |
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| 57 | valid_when = valid_when[3:5] + ' ' \ |
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| 58 | + cardinal_2_month(int(valid_when[:2])) + ' ' + valid_when[6:10] \ |
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| 59 | + ' ' + valid_when[12:17] + ' UTC' |
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| 60 | title_string = 'Soil temperature (K) valid at ' \ |
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| 61 | + '\n' + valid_when + ' ' \ |
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| 62 | + str(lvl_bounds[0]) + '-' + str(lvl_bounds[1]) + ' cm from GFS' |
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| 63 | p.title(title_string) |
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| 64 | return |
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| 65 | |
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| 66 | # plot_temp_from_gfs |
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| 67 | # plot_wind_from_gfs |
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| 68 | # plot_mr_from_gfs |
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| 69 | # plot_ght_from_gfs |
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| 70 | # plot_sfc_temp_from_gfs |
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| 71 | # plot_sfc_wind_from_gfs |
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| 72 | # plot_sfc_mr_from_gfs |
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| 73 | # plot_mslp_from_gfs |
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| 74 | # plot_sfc_press_from_gfs |
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| 75 | # plot_land_from_gfs |
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| 76 | # plot_terrain_from_gfs |
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| 77 | # plot_skin_temp_from_gfs |
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