def swathToGrid(fltField, res, mode):
incoming = fltField
fltField = unpackage(fltField)
mp = MultiSpectralDataSource.getDataProjection(fltField)
grid = MultiSpectralDataSource.makeGrid(mp, float(res))
stg = MultiSpectralDataSource.swathToGrid(grid, fltField, float(mode))
return package(incoming, stg)
def VIIRSNDVI(I1, I2):
# I1 = 0.64um - visible
# I1 = 0.865um - near IR
inI1 = I1
I1 = unpackage(I1)
inI2 = I2
I2 = unpackage(I2)
grd375 = makeGrid(I1, 375)
VISG = MultiSpectralDataSource.swathToGrid(grd375, I1, 1.0)
NIRG = MultiSpectralDataSource.swathToGrid(grd375, I2, 1.0)
ndvi = (NIRG - VISG).divide(NIRG + VISG)
return package(inI1, ndvi)
def VIIRSNaturalColorIRGB(I3, I2, I1):
# red = I3 (1.61um)
# grn = I2 (0.86um)
# blu = I1 (0.64um)
inI1 = I1
I1 = unpackage(I1)
inI2 = I2
I2 = unpackage(I2)
inI3 = I3
I3 = unpackage(I3)
grd375 = makeGrid(I1, 375)
rgb = MultiSpectralDataSource.swathToGrid(grd375, [I3, I2, I1], 1.0)
return package(inI1, rgb)
def VIIRSNaturalColorRGB(M10, M7, M5):
# red = M10 (1.61um)
# grn = M7 (0.865um)
# blu = M5 (0.672um)
inM10 = M10
M10 = unpackage(M10)
inM7 = M7
M7 = unpackage(M7)
inM5 = M5
M5 = unpackage(M5)
grd750 = makeGrid(M10, 750)
rgb = MultiSpectralDataSource.swathToGrid(grd750, [M10, M7, M5], 1.0)
return package(inM10, rgb)
def VIIRSTrueColorRGB(M5, M4, M3):
# red = M5 (0.672um)
# grn = M4 (0.555um)
# blu = M3 (0.488um)
inM5 = M5
M5 = unpackage(M5)
inM4 = M4
M4 = unpackage(M4)
inM3 = M3
M3 = unpackage(M3)
grd750 = makeGrid(M5, 750)
rgb = MultiSpectralDataSource.swathToGrid(grd750, [M5, M4, M3], 1.0)
return package(inM5, rgb)
def VIIRSCloudTypeRGB(M9, M5, M10):
# red = M9 (1.378um) Reflectance
# grn = M5 (0.672um) Reflectance
# blu = M10 (1.612um) Reflectance
inM9 = M9
M9 = unpackage(M9)
inM5 = M5
M5 = unpackage(M5)
inM10 = M10
M10 = unpackage(M10)
grd750 = makeGrid(M9, 750)
rgb = MultiSpectralDataSource.swathToGrid(grd750, [M9, M5, M10], 1.0)
return package(inM9, rgb)
def VIIRSCloudPhaseRGB(M10, M11, M1):
# red = M10 (1.61um) Reflectance
# grn = M11 (2.25um) Reflectance
# blu = M1 (0.412um) Reflectance
inM10 = M10
M10 = unpackage(M10)
inM11 = M11
M11 = unpackage(M11)
inM1 = M1
M1 = unpackage(M1)
grd750 = makeGrid(M10, 750)
rgb = MultiSpectralDataSource.swathToGrid(grd750, [M10, M11, M1], 1.0)
return package(inM10, rgb)
def VIIRSNightMicrophysicsRGB(M12, M15, M16):
# red = M16 - M15 (12.013um - 10.763um); -4C to 2C rescalled to 0 to 255
# grn = M15 - M12 (10.763um - 3.7um); 0C to 10C rescalled to 0 to 255
# blu = M15 (10.763um); 243K to 293K rescalled to 0 to 255
inM12 = M12
M12 = unpackage(M12)
inM15 = M15
M15 = unpackage(M15)
inM16 = M16
M16 = unpackage(M16)
grd750 = makeGrid(M12, 750)
red = rescale(M16 - M15, -4, 2, 0, 255)
grn = rescale(M15 - M12, 0, 10, 0, 255)
blu = rescale(M15, 243, 293, 0, 255)
rgb = MultiSpectralDataSource.swathToGrid(grd750, [red, grn, blu], 1.0)
return package(inM12, rgb)
def VIIRSDustRGB(M14, M15, M16):
# red = M16 - M15 (12.013um - 10.763um); -4C to 2C rescalled to 0 to 255; gamma 1.0
# grn = M15 - M14 (10.763um - 3.7um); 0C to 15C rescalled to 0 to 255; gamma 2.5
# blu = M15 (10.763um); 261K to 289K rescalled to 0 to 255; gamma 1.0
inM14 = M14
M14 = unpackage(M14)
inM15 = M15
M15 = unpackage(M15)
inM16 = M16
M16 = unpackage(M16)
grd750 = makeGrid(M14, 750)
red = rescale(M16 - M15, -4, 2, 0, 255)
grn = 255 * (rescale(M15 - M14, 0, 15, 0, 1)**0.4)
blu = rescale(M15, 261, 289, 0, 255)
rgb = MultiSpectralDataSource.swathToGrid(grd750, [red, grn, blu], 1.0)
return package(inM15, rgb)
def VIIRSFireTemperatureRGB(M12, M11, M10):
# http://rammb.cira.colostate.edu/training/visit/quick_guides/VIIRS_Fire_Temperature_RGB_Quick_Guide_10182018.pdf
# red = M12 (3.7um) - 0C to 60C rescalled to 0 to 255; gamma 0.4
# grn = M11 (0.86um) - 0% to 100% reflectance rescalled to 0 to 255; gamma 1.0
# blu = M10 (0.64um) - 0% to 100% reflectance rescalled to 0 to 255; gamma 1.0
inM12 = M12
M12 = unpackage(M12)
inM11 = M11
M11 = unpackage(M11)
inM10 = M10
M10 = unpackage(M10)
grd750 = makeGrid(M12, 750)
red = 255 * (rescale(M12, 273.15, 333.15, 0, 1)**2.5)
grn = rescale(M11, 0, 100, 0, 255)
blu = rescale(M10, 0, 75, 0, 255)
rgb = MultiSpectralDataSource.swathToGrid(grd750, [red, grn, blu], 1.0)
return package(inM12, rgb)
def VIIRSDayLandCloudFireRGB(I4, I2, I1):
# http://rammb.cira.colostate.edu/training/visit/quick_guides/VIIRS_Day_Land_Cloud_Fire_RGB_Quick_Guide_10182018.pdf
# red = I4 (3.7um) - 0C to 60C rescalled to 0 to 255; gamma 0.4
# grn = I2 (0.86um) - 0% to 100% reflectance rescalled to 0 to 255; gamma 1.0
# blu = I1 (0.64um) - 0% to 100% reflectance rescalled to 0 to 255; gamma 1.0
inI4 = I4
I4 = unpackage(I4)
inI2 = I2
I2 = unpackage(I2)
inI1 = I1
I1 = unpackage(I1)
grd375 = makeGrid(I4, 375)
red = 255 * (rescale(I4, 273.15, 333.15, 0, 1)**2.5)
grn = rescale(I2, 0, 100, 0, 255)
blu = rescale(I1, 0, 100, 0, 255)
rgb = MultiSpectralDataSource.swathToGrid(grd375, [red, grn, blu], 1.0)
return package(inI4, rgb)
def makeGrid(fltField, res):
mp = MultiSpectralDataSource.getDataProjection(fltField)
grid = MultiSpectralDataSource.makeGrid(mp, float(res))
return grid
