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+#!/usr/bin/env python
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+#
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+############################################################################
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+#
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+# MODULE: i.tasscap
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+# AUTHOR(S): Markus Neteler. neteler itc.it
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+# Converted to Python by Glynn Clements
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+# PURPOSE: At-satellite reflectance based tasseled cap transformation.
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+# COPYRIGHT: (C) 1997-2004,2008 by the GRASS Development Team
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+#
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+# This program is free software under the GNU General Public
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+# License (>=v2). Read the file COPYING that comes with GRASS
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+# for details.
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+# TODO: Check if MODIS Tasseled Cap makes sense to be added
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+# http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1025776
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+#############################################################################
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+# References:
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+# LANDSAT-4/LANDSAT-5:
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+# script based on i.tasscap.tm4 from Dr. Agustin Lobo - alobo@ija.csic.es
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+# TC-factor changed to CRIST et al. 1986, p.1467 (Markus Neteler 1/99)
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+# Proc. IGARSS 1986
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+#
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+# LANDSAT-7:
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+# TASSCAP factors cited from:
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+# DERIVATION OF A TASSELED CAP TRANSFORMATION BASED ON LANDSAT 7 AT-SATELLITE REFLECTANCE
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+# Chengquan Huang, Bruce Wylie, Limin Yang, Collin Homer and Gregory Zylstra Raytheon ITSS,
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+# USGS EROS Data Center Sioux Falls, SD 57198, USA
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+# http://landcover.usgs.gov/pdf/tasseled.pdf
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+#
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+# This is published as well in INT. J. OF RS, 2002, VOL 23, NO. 8, 1741-1748.
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+# Compare discussion:
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+# http://adis.cesnet.cz/cgi-bin/lwgate/IMAGRS-L/archives/imagrs-l.log0211/date/article-14.html
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+#############################################################################
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+#
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+#%Module
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+#% description: Tasseled Cap (Kauth Thomas) transformation for LANDSAT-TM data
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+#% keywords: raster, imagery
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+#%End
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+#%flag
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+#% key: 4
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+#% description: use transformation rules for LANDSAT-4
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+#%END
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+#%flag
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+#% key: 5
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+#% description: use transformation rules for LANDSAT-5
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+#%END
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+#%flag
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+#% key: 7
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+#% description: use transformation rules for LANDSAT-7
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+#%END
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+#%option
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+#% key: band1
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+#% type: string
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+#% gisprompt: old,cell,raster
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+#% description: raster input map (LANDSAT channel 1)
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+#% required : yes
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+#%end
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+#%option
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+#% key: band2
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+#% type: string
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+#% gisprompt: old,cell,raster
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+#% description: raster input map (LANDSAT channel 2)
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+#% required : yes
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+#%end
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+#%option
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+#% key: band3
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+#% type: string
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+#% gisprompt: old,cell,raster
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+#% description: raster input map (LANDSAT channel 3)
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+#% required : yes
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+#%end
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+#%option
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+#% key: band4
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+#% type: string
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+#% gisprompt: old,cell,raster
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+#% description: raster input map (LANDSAT channel 4)
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+#% required : yes
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+#%end
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+#%option
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+#% key: band5
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+#% type: string
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+#% gisprompt: old,cell,raster
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+#% description: raster input map (LANDSAT channel 5)
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+#% required : yes
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+#%end
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+#%option
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+#% key: band7
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+#% type: string
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+#% gisprompt: old,cell,raster
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+#% description: raster input map (LANDSAT channel 7)
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+#% required : yes
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+#%end
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+#%option
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+#% key: outprefix
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+#% type: string
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+#% gisprompt: new,cell,raster
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+#% description: raster output TC maps prefix
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+#% required : yes
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+#%end
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+
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+import sys
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+import os
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+import string
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+import grass
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+
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+parms = [[( 0.3037, 0.2793, 0.4743, 0.5585, 0.5082, 0.1863),
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+ (-0.2848,-0.2435,-0.5435, 0.7243, 0.0840,-0.1800),
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+ ( 0.1509, 0.1973, 0.3279, 0.3406,-0.7112,-0.4572)],
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+ [( 0.2909, 0.2493, 0.4806, 0.5568, 0.4438, 0.1706, 10.3695),
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+ (-0.2728,-0.2174,-0.5508, 0.7221, 0.0733,-0.1648, -0.7310),
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+ ( 0.1446, 0.1761, 0.3322, 0.3396,-0.6210,-0.4186, -3.3828),
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+ ( 0.8461,-0.0731,-0.4640,-0.0032,-0.0492,-0.0119, 0.7879)],
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+ [( 0.3561, 0.3972, 0.3904, 0.6966, 0.2286, 0.1596),
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+ (-0.3344,-0.3544,-0.4556, 0.6966,-0.0242,-0.2630),
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+ ( 0.2626, 0.2141, 0.0926, 0.0656,-0.7629,-0.5388),
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+ ( 0.0805,-0.0498, 0.1950,-0.1327, 0.5752,-0.7775)]]
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+ordinals = ["first", "second", "third", "fourth"]
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+names = ["Brightness", "Greenness", "Wetness", "Haze"]
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+
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+def calc1(out, bands, k1, k2, k3, k4, k5, k7, k0 = 0):
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+ t = string.Template("$out = $k1 * $band1 + $k2 * $band2 + $k3 * $band3 + $k4 * $band4 + $k5 * $band5 + $k7 * $band7 + $k0")
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+ e = t.substitute(out = out, k1 = k1, k2 = k2, k3 = k3, k4 = k4, k5 = k5, k7 = k7, k0 = k0, **bands)
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+ grass.run_command('r.mapcalc', expression = e)
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+ grass.run_command('r.colors', map = out, color = 'grey')
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+
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+def calcN(options, i, n):
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+ outpre = options['outprefix']
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+ grass.message("LANDSAT-%d..." % n)
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+ for j, p in enumerate(parms[i]):
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+ out = "%s.%d" % (outpre, j + 1)
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+ ord = ordinals[j]
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+ if n == 4:
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+ name = ''
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+ else:
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+ name = " (%s)" % names[j]
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+ grass.message("Calculating %s TC component %s%s ..." % (ord, out, name))
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+ calc1(out, options, *p)
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+
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+def main():
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+ flag4 = flags['4']
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+ flag5 = flags['5']
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+ flag7 = flags['7']
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+
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+ if (flag4 and flag5) or (flag4 and flag7) or (flag5 and flag7):
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+ grass.fatal("Select only one flag")
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+
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+ if flag4:
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+ calcN(options, 0, 4)
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+ elif flag5:
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+ calcN(options, 1, 5)
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+ elif flag7:
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+ calcN(options, 2, 7)
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+ else:
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+ grass.fatal("Select LANDSAT satellite by flag!")
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+
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+ grass.message("Tasseled Cap components calculated.")
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+
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+if __name__ == "__main__":
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+ options, flags = grass.parser()
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+ main()
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