def process_acs_field(brick, fieldnum):
"""Compute ACS SB in this brick+field."""
fieldname = "phat_b{0:02d}_f{1:02d}".format(brick, fieldnum)
data = load_photometry(fieldname, 'phat_acs', 'f475w', 'f814w')
try:
A, header = compute_area("f475w", brick, fieldnum)
except NoWeightmap:
try:
A, header = compute_area("f814w", brick, fieldnum)
except NoWeightmap:
raise NoDataError
sb475, e475 = compute_sb(data['m1'], data['e1'], data['cfrac'], A)
sb814, e814 = compute_sb(data['m2'], data['e2'], data['cfrac'], A)
ra0, dec0, rad = compute_field_coord(header)
return {
"name": fieldname,
"brick": brick,
"field": fieldnum,
"ra": ra0,
"dec": dec0,
"radius": rad.kpc,
"f475w": sb475,
"f814w": sb814,
"f475w_err": e475,
"f814w_err": e814
}
def process_uv_field(brick, fieldnum):
"""Compute UV SB in this brick+field."""
fieldname = "phat_b{0:02d}_f{1:02d}".format(brick, fieldnum)
data = load_photometry(fieldname, 'phat_uv', 'f275w', 'f336w')
try:
A, header = compute_area("f275w", brick, fieldnum)
except NoWeightmap:
try:
A, header = compute_area("f336w", brick, fieldnum)
except NoWeightmap:
raise NoDataError
sb275, e275 = compute_sb(data['m1'], data['e1'], data['cfrac'], A)
sb336, e336 = compute_sb(data['m2'], data['e2'], data['cfrac'], A)
ra0, dec0, rad = compute_field_coord(header)
return {
"name": fieldname,
"brick": brick,
"field": fieldnum,
"ra": ra0,
"dec": dec0,
"radius": rad.kpc,
"f275w": sb275,
"f336w": sb336,
"f275w_err": e275,
"f336w_err": e336
}
def process_ir_field(brick, fieldnum):
"""Compute IR SB in this brick+field."""
fieldname = "phat_b{0:02d}_f{1:02d}".format(brick, fieldnum)
data = load_photometry(fieldname, 'phat_ir', 'f110w', 'f160w')
try:
A, header = compute_area("f110w", brick, fieldnum)
except NoWeightmap:
try:
A, header = compute_area("f160w", brick, fieldnum)
except NoWeightmap:
raise NoDataError
sb110, e110 = compute_sb(data['m1'], data['e1'], data['cfrac'], A)
sb160, e160 = compute_sb(data['m2'], data['e2'], data['cfrac'], A)
ra0, dec0, rad = compute_field_coord(header)
return {
"name": fieldname,
"brick": brick,
"field": fieldnum,
"ra": ra0,
"dec": dec0,
"radius": rad.kpc,
"f110w": sb110,
"f160w": sb160,
"f110w_err": e110,
"f160w_err": e160
}
def process_uv_field(brick, fieldnum):
"""Compute UV SB in this brick+field."""
fieldname = "phat_b{0:02d}_f{1:02d}".format(brick, fieldnum)
data = load_photometry(fieldname, 'phat_uv', 'f275w', 'f336w')
try:
A, header = compute_area("f275w", brick, fieldnum)
except NoWeightmap:
try:
A, header = compute_area("f336w", brick, fieldnum)
except NoWeightmap:
raise NoDataError
sb275, e275 = compute_sb(data['m1'], data['e1'], data['cfrac'], A)
sb336, e336 = compute_sb(data['m2'], data['e2'], data['cfrac'], A)
ra0, dec0, rad = compute_field_coord(header)
return {"name": fieldname, "brick": brick, "field": fieldnum,
"ra": ra0, "dec": dec0, "radius": rad.kpc,
"f275w": sb275, "f336w": sb336,
"f275w_err": e275, "f336w_err": e336}
def process_field(fieldname):
"""Compute SB for a single Brown HST field."""
data = load_photometry(fieldname, 'brown', 'f606w', 'f814w')
image_path = brown_image_path(fieldname, "f606w")
msk_path = brown_phot_path(fieldname, kind="msk")
header = fits.getheader(image_path)
A = compute_area(fits.getdata(msk_path), header)
sb606, e606 = compute_sb(data['m1'], data['e1'], data['cfrac'], A)
sb814, e814 = compute_sb(data['m2'], data['e2'], data['cfrac'], A)
ra0, dec0, rad = compute_field_coord(header)
log.info(fieldname)
log.info("R {:.4f} kpc".format(rad.kpc))
log.info("mu_606: {:.6f}".format(sb606))
log.info("mu_814: {:.6f}".format(sb814))
return {"name": fieldname, "ra": ra0, "dec": dec0, "radius": rad.kpc,
"f606w": sb606, "f814w": sb814,
"f606w_err": e606, "f814w_err": e814}
def process_acs_field(brick, fieldnum):
"""Compute ACS SB in this brick+field."""
fieldname = "phat_b{0:02d}_f{1:02d}".format(brick, fieldnum)
data = load_photometry(fieldname, 'phat_acs', 'f475w', 'f814w')
try:
A, header = compute_area("f475w", brick, fieldnum)
except NoWeightmap:
try:
A, header = compute_area("f814w", brick, fieldnum)
except NoWeightmap:
raise NoDataError
sb475, e475 = compute_sb(data['m1'], data['e1'], data['cfrac'], A)
sb814, e814 = compute_sb(data['m2'], data['e2'], data['cfrac'], A)
ra0, dec0, rad = compute_field_coord(header)
return {"name": fieldname, "brick": brick, "field": fieldnum,
"ra": ra0, "dec": dec0, "radius": rad.kpc,
"f475w": sb475, "f814w": sb814,
"f475w_err": e475, "f814w_err": e814}
def process_ir_field(brick, fieldnum):
"""Compute IR SB in this brick+field."""
fieldname = "phat_b{0:02d}_f{1:02d}".format(brick, fieldnum)
data = load_photometry(fieldname, 'phat_ir', 'f110w', 'f160w')
try:
A, header = compute_area("f110w", brick, fieldnum)
except NoWeightmap:
try:
A, header = compute_area("f160w", brick, fieldnum)
except NoWeightmap:
raise NoDataError
sb110, e110 = compute_sb(data['m1'], data['e1'], data['cfrac'], A)
sb160, e160 = compute_sb(data['m2'], data['e2'], data['cfrac'], A)
ra0, dec0, rad = compute_field_coord(header)
return {"name": fieldname, "brick": brick, "field": fieldnum,
"ra": ra0, "dec": dec0, "radius": rad.kpc,
"f110w": sb110, "f160w": sb160,
"f110w_err": e110, "f160w_err": e160}
def process_wircam_field(fieldname, n_seg, use_vega, disable_intercal):
"""Process a single WIRCam field."""
log.info("Processing {0}".format(fieldname))
# Get path to J-band reference image
refpath = "/Volumes/Zaphod/m31/pipe/blockphot/wircam/"\
"blocks/{}_J_nightset.fits".format(fieldname)
# refwpath = "/Volumes/Zaphod/m31/pipe/blockphot/blocks/{}_J_nightset."\
# "weight.fits".format(fieldname)
cols = defaultdict(list)
with fits.open(refpath) as ref_fits:
header = ref_fits[0].header
pix_scale = np.sqrt(
header['CD1_1'] ** 2. + header['CD1_2'] ** 2.) * 3600.
img = ref_fits[0].data
for i, (radec_seg, yx_seg) in enumerate(image_segments(header, n_seg)):
# process each RA, Dec subsection
area = compute_area(img, yx_seg, pix_scale) # sq arcsec
try:
phot = load_photometry(
fieldname, i, radec_seg, use_vega, disable_intercal)
except NoDataError:
continue
ra0, dec0 = segment_center(radec_seg)
cols['field'].append(fieldname)
cols['tile'].append(i)
cols['nstars'].append(len(phot))
cols['ra'].append(ra0)
cols['dec'].append(dec0)
for band in ['J', 'Ks']:
_sb, _err = compute_sb(phot[band],
phot["{0}_err".format(band)],
phot['cfrac'],
area)
cols[band].append(_sb)
cols["{}_err".format(band)].append(_err)
# Write out table of all segments for this field
names = ['field', 'tile', 'nstars', 'ra', 'dec',
'J', 'J_err', 'Ks', 'Ks_err']
collist = [cols[k] for k in names]
tbl = Table(collist, names=names)
tbl = tbl[tbl['nstars'] >= 100] # cut off low-density regions
path_root = "wircam_sb_{0}".format(fieldname)
if use_vega:
path_root += "_vega"
else:
path_root += "_ab"
if disable_intercal:
path_root += "_nointercal"
else:
path_root += "_intercal"
tbl.write(path_root + ".txt", format='ascii.commented_header')