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Commit 7b44687e authored by tomrink's avatar tomrink
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parent 49ce8e5d
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...@@ -15,6 +15,7 @@ from scipy.interpolate import RectBivariateSpline, interp2d ...@@ -15,6 +15,7 @@ from scipy.interpolate import RectBivariateSpline, interp2d
from scipy.ndimage import gaussian_filter from scipy.ndimage import gaussian_filter
from scipy.signal import medfilt2d from scipy.signal import medfilt2d
from cartopy.crs import Geostationary, Globe from cartopy.crs import Geostationary, Globe
import geos_nav
LatLonTuple = namedtuple('LatLonTuple', ['lat', 'lon']) LatLonTuple = namedtuple('LatLonTuple', ['lat', 'lon'])
...@@ -679,23 +680,26 @@ def add_noise(data, noise_scale=0.01, seed=None, copy=True): ...@@ -679,23 +680,26 @@ def add_noise(data, noise_scale=0.01, seed=None, copy=True):
# geos_h08_fd = pickle.load(f) # geos_h08_fd = pickle.load(f)
# f.close() # f.close()
geos_goes16_fd = Geostationary(central_longitude=-75.0, satellite_height=35786023.0, sweep_axis='x', crs_goes16_fd = Geostationary(central_longitude=-75.0, satellite_height=35786023.0, sweep_axis='x',
globe=Globe(ellipse=None, semimajor_axis=6378137.0, semiminor_axis=6356752.31414, globe=Globe(ellipse=None, semimajor_axis=6378137.0, semiminor_axis=6356752.31414,
inverse_flattening=298.2572221)) inverse_flattening=298.2572221))
geos_goes16_conus = Geostationary(central_longitude=-75.0, satellite_height=35786023.0, sweep_axis='x', crs_goes16_conus = Geostationary(central_longitude=-75.0, satellite_height=35786023.0, sweep_axis='x',
globe=Globe(ellipse=None, semimajor_axis=6378137.0, semiminor_axis=6356752.31414, globe=Globe(ellipse=None, semimajor_axis=6378137.0, semiminor_axis=6356752.31414,
inverse_flattening=298.2572221)) inverse_flattening=298.2572221))
geos_h08_fd = Geostationary(central_longitude=140.7, satellite_height=35785.863, sweep_axis='y', crs_h08_fd = Geostationary(central_longitude=140.7, satellite_height=35785.863, sweep_axis='y',
globe=Globe(ellipse=None, semimajor_axis=6378.137, semiminor_axis=6356.7523, globe=Globe(ellipse=None, semimajor_axis=6378.137, semiminor_axis=6356.7523,
inverse_flattening=298.25702)) inverse_flattening=298.25702))
geos_goes16_fd = geos_nav.GEOSNavigation()
geos_goes16_conus = geos_nav.GEOSNavigation(CFAC=5.6E-05, LFAC=-5.6E-05, COFF=-0.101332, LOFF=0.128212, num_elems=2500, num_lines=1500)
def get_cartopy_crs(satellite, domain): def get_cartopy_crs(satellite, domain):
if satellite == 'GOES16': if satellite == 'GOES16':
if domain == 'FD': if domain == 'FD':
geos = geos_goes16_fd geos = crs_goes16_fd
xlen = 5424 xlen = 5424
xmin = -5433893.0 xmin = -5433893.0
xmax = 5433893.0 xmax = 5433893.0
...@@ -703,7 +707,7 @@ def get_cartopy_crs(satellite, domain): ...@@ -703,7 +707,7 @@ def get_cartopy_crs(satellite, domain):
ymin = -5433893.0 ymin = -5433893.0
ymax = 5433893.0 ymax = 5433893.0
elif domain == 'CONUS': elif domain == 'CONUS':
geos = geos_goes16_conus geos = crs_goes16_conus
xlen = 2500 xlen = 2500
xmin = -3626269.5 xmin = -3626269.5
xmax = 1381770.0 xmax = 1381770.0
...@@ -711,7 +715,7 @@ def get_cartopy_crs(satellite, domain): ...@@ -711,7 +715,7 @@ def get_cartopy_crs(satellite, domain):
ymin = 1584175.9 ymin = 1584175.9
ymax = 4588198.0 ymax = 4588198.0
elif satellite == 'H08': elif satellite == 'H08':
geos = geos_h08_fd geos = crs_h08_fd
xlen = 5500 xlen = 5500
xmin = -5498.99990119 xmin = -5498.99990119
xmax = 5498.99990119 xmax = 5498.99990119
...@@ -719,7 +723,7 @@ def get_cartopy_crs(satellite, domain): ...@@ -719,7 +723,7 @@ def get_cartopy_crs(satellite, domain):
ymin = -5498.99990119 ymin = -5498.99990119
ymax = 5498.99990119 ymax = 5498.99990119
elif satellite == 'H09': elif satellite == 'H09':
geos = geos_h08_fd geos = crs_h08_fd
xlen = 5500 xlen = 5500
xmin = -5498.99990119 xmin = -5498.99990119
xmax = 5498.99990119 xmax = 5498.99990119
...@@ -840,7 +844,8 @@ taiwain_extent = [-3342, -502, 1470, 3510] # GEOS coordinates, not line, elem ...@@ -840,7 +844,8 @@ taiwain_extent = [-3342, -502, 1470, 3510] # GEOS coordinates, not line, elem
# ------------ This code will not be needed when we implement a Fully Convolutional CNN ----------------------------------- # ------------ This code will not be needed when we implement a Fully Convolutional CNN -----------------------------------
# Generate and return tiles of name_list parameters # Generate and return tiles of name_list parameters
def make_for_full_domain_predict(h5f, name_list=None, satellite='GOES16', domain='FD', res_fac=1): def make_for_full_domain_predict(h5f, name_list=None, satellite='GOES16', domain='FD', res_fac=1,
data_extent=None):
w_x = 16 w_x = 16
w_y = 16 w_y = 16
i_0 = 0 i_0 = 0
...@@ -849,6 +854,11 @@ def make_for_full_domain_predict(h5f, name_list=None, satellite='GOES16', domain ...@@ -849,6 +854,11 @@ def make_for_full_domain_predict(h5f, name_list=None, satellite='GOES16', domain
s_y = int(w_y / res_fac) s_y = int(w_y / res_fac)
geos, xlen, xmin, xmax, ylen, ymin, ymax = get_cartopy_crs(satellite, domain) geos, xlen, xmin, xmax, ylen, ymin, ymax = get_cartopy_crs(satellite, domain)
if satellite == 'GOES16':
if data_extent is not None:
ll_pt_a = data_extent[0]
ll_pt_b = data_extent[1]
if satellite == 'H08': if satellite == 'H08':
xlen = taiwan_lenx xlen = taiwan_lenx
ylen = taiwan_leny ylen = taiwan_leny
......
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