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no67wuwu
fragmentation
Commits
3b960863
Commit
3b960863
authored
1 year ago
by
Emma Oceguera-Conchas
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clc_reclass_to_fragmented_adding_abandoment.py
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clc_reclass_to_fragmented_adding_abandoment.py
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268a5e0d
# -*- coding: utf-8 -*-
"""
Created on Wed Feb 06 16:58:17 2019
@author: fw56moba
"""
import
numpy
as
np
import
MacPyver
as
mp
clc_path
=
r
"
I:\biocon\GIS_data\Corine_LandCover\g250_clc12_V18_5.tif
"
aban_path
=
r
"
I:\biocon\Projects\RewildingMAP\DataSources\LandAbandonement\LandAbandonment_Scenarios\A1AbandAr2040_250m_3035.tif
"
#read in rasters
clc
=
mp
.
raster
.
tiff
.
read_tif
(
clc_path
)
aba
=
mp
.
raster
.
tiff
.
read_tif
(
aban_path
)
# values are the unique values form the column code_12 from the
#corine landcover shapefile
#using: shp_values = set(row[0] for row in arcpy.da.SearchCursor("clc12_Version_18_5", "code_12"))
shp_values
=
[
u
'
111
'
,
u
'
112
'
,
u
'
121
'
,
u
'
122
'
,
u
'
123
'
,
u
'
124
'
,
u
'
131
'
,
u
'
132
'
,
u
'
133
'
,
u
'
141
'
,
u
'
142
'
,
u
'
211
'
,
u
'
212
'
,
u
'
213
'
,
u
'
221
'
,
u
'
222
'
,
u
'
223
'
,
u
'
231
'
,
u
'
241
'
,
u
'
242
'
,
u
'
243
'
,
u
'
244
'
,
u
'
311
'
,
u
'
312
'
,
u
'
313
'
,
u
'
321
'
,
u
'
322
'
,
u
'
323
'
,
u
'
324
'
,
u
'
331
'
,
u
'
332
'
,
u
'
333
'
,
u
'
334
'
,
u
'
335
'
,
u
'
411
'
,
u
'
412
'
,
u
'
421
'
,
u
'
422
'
,
u
'
423
'
,
u
'
511
'
,
u
'
512
'
,
u
'
521
'
,
u
'
522
'
,
u
'
523
'
,
u
'
999
'
]
#get unique values from clc raster
uniq
=
np
.
unique
(
clc
)
#create translation from raster value to code_12 value
clc_dic
=
{}
for
x
in
range
(
len
(
shp_values
)):
clc_dic
[
uniq
[
x
]]
=
int
(
shp_values
[
x
])
"""
result from the dictionary function above:
#dictionary contains the translation from raster value to shape code_12 value
'''
{1: 111, 2: 112, 3: 121, 4: 122, 5: 123, 6: 124, 7: 131, 8: 132, 9: 133,
10: 141, 11: 142, 12: 211, 13: 212, 14: 213, 15: 221, 16: 222, 17: 223,
18: 231, 19: 241, 20: 242, 21: 243, 22: 244, 23: 311, 24: 312, 25: 313,
26: 321, 27: 322, 28: 323, 29: 324, 30: 331, 31: 332, 32: 333, 33: 334,
34: 335, 35: 411, 36: 412, 37: 421, 38: 422, 39: 423, 40: 511, 41: 512,
42: 521, 43: 522, 44: 523, 48: 999}
"""
#copy raster
clc_code_12
=
clc
[:]
#translate raster values based on the dictionary
for
x
in
clc_dic
:
clc_code_12
=
np
.
where
(
clc_code_12
==
x
,
clc_dic
[
x
],
clc_code_12
)
#reclass raster pastures as intensive agriculture
dicti
=
{
'
a
'
:[
111
,
113
,
999
],
'
b
'
:[
211
,
242
,
999
],
'
c
'
:[
512
,
523
,
999
],
'
d
'
:[
995
,
995
,
999
]}
inraster
=
clc_code_12
[:]
outraster
=
inraster
[:]
for
x
in
dicti
:
start
,
end
,
new_value
=
dicti
[
x
]
outraster
=
np
.
where
((
inraster
>=
start
)
&
(
inraster
<=
end
),
new_value
,
outraster
)
#translate all values to 1 which are not 999 or 255
outraster
=
np
.
where
((
outraster
!=
999
)
&
(
outraster
!=
255
),
1
,
outraster
)
#add abandomant area to landcover
outraster
=
np
.
where
(
aba
==
1
,
1
,
outraster
)
#save to tif file
mp
.
raster
.
tiff
.
write_tif
(
clc_path
,
r
'
O:\GIS_data\Corine_LandCover\g250_clc12_V18_5_reclass_binar_02.tif
'
,
outraster
,
0
,
nodata
=
255
,
option
=
"
COMPRESS=DEFLATE
"
)
outraster
=
np
.
where
(
outraster
==
999
,
9
,
outraster
)
outraster
=
np
.
where
(
clc
==
44
,
0
,
outraster
)
outraster
=
np
.
where
(
outraster
==
255
,
0
,
outraster
)
mp
.
raster
.
tiff
.
write_tif
(
clc_path
,
r
'
I:\biocon\Emmanuel_Oceguera\projects\2023_03_NaturaConnect\dataSources\clc2018_v2020_geoPackage_Raster\g250_clc12_V18_5_reclass_binar_excl_abandom_8bit.tif
'
,
outraster
,
6
,
nodata
=
0
,
option
=
"
COMPRESS=DEFLATE
"
)
"""
Continue in arcmap
convert raster to polygon
"""
\ No newline at end of file
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