diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..2fcca72
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+/dem-L-SAR/run_log/
diff --git a/Ortho-L-SAR/OrthoMain.py b/Ortho-L-SAR/OrthoMain.py
index e991dd9..ec88429 100644
--- a/Ortho-L-SAR/OrthoMain.py
+++ b/Ortho-L-SAR/OrthoMain.py
@@ -12,6 +12,7 @@ import logging
from tool.algorithm.block.blockprocess import BlockProcess
from tool.algorithm.image.ImageHandle import ImageHandler
+from tool.algorithm.xml.AnalysisXml import DictXml
from tool.algorithm.xml.CreateMetaDict import CreateMetaDict, CreateProductXml
from tool.algorithm.algtools.PreProcess import PreProcess as pp
import tarfile
@@ -523,11 +524,17 @@ class OrthoMain:
pass
-
def cut_dem(self, dem_merged_path, meta_file_path):
- left_up_lon = 0
- left_up_lat = 0
-
+ _, scopes = DictXml(meta_file_path).get_extend()
+ intersect_polygon = pp().intersect_polygon(scopes)
+ if intersect_polygon is None:
+ raise Exception('cal intersect box fail!')
+ shp_path = os.path.join(self.__workspace_Temporary_path, 'IntersectPolygon.shp')
+ if pp().write_polygon_shp(shp_path, intersect_polygon, 4326) is False:
+ raise Exception('create intersect shp fail!')
+ dem_process = os.path.join(self.__workspace_Temporary_path, 'dem_cut.tif')
+ pp().cut_img(dem_process, dem_merged_path, shp_path)
+ return dem_process
def process_sim_ori(self, ori_sim, sim_ori):
diff --git a/backScattering-L-SAR/BackScattering-L-SAR.xml b/backScattering-L-SAR/BackScattering-L-SAR.xml
index ad8e829..fdf5e53 100644
--- a/backScattering-L-SAR/BackScattering-L-SAR.xml
+++ b/backScattering-L-SAR/BackScattering-L-SAR.xml
@@ -42,7 +42,7 @@
File
tar.gz
Cal
- E:\MicroWorkspace\LT1B\LT230919\LT1B_MONO_MYC_STRIP4_005860_E130.9_N47.7_20230327_SLC_AHV_L1A_0000086966.tar.gz
+ F:\MicroWorkspace\LT1B\LT230919\LT1B_MONO_MYC_STRIP4_005860_E130.9_N47.7_20230327_SLC_AHV_L1A_0000086966.tar.gz
True
False
File
@@ -57,7 +57,7 @@
File
tif
Cal
- E:\MicroWorkspace\LT1B\LT230919\DEM30m.tif
+ F:\MicroWorkspace\LT1B\LT230919\DEM30m.tif
True
True
File
@@ -74,7 +74,7 @@
File
tar.gz
Cal
- D:\micro\LWork\BackScattering\Output\LT1B_MONO_MYC_STRIP4_005860_E130.9_N47.7_20230327_SLC_AHV_L1A_0000086966-cal.tar.gz
+ D:\micro\LWork\BackScattering\Output\LT1B_MONO_MYC_STRIP4_005860_E130.9_N47.7_20230327_SLC_AHV_L1A_0000086966-CAL.tar.gz
DEFAULT
DEFAULT
DEFAULT
diff --git a/backScattering-L-SAR/BackScatteringMain.py b/backScattering-L-SAR/BackScatteringMain.py
index bb4adef..ba4bdff 100644
--- a/backScattering-L-SAR/BackScatteringMain.py
+++ b/backScattering-L-SAR/BackScatteringMain.py
@@ -11,6 +11,7 @@
import logging
from tool.algorithm.algtools.logHandler import LogHandler
from tool.algorithm.xml.AlgXmlHandle import ManageAlgXML, CheckSource
+from tool.algorithm.xml.AnalysisXml import DictXml
from tool.algorithm.xml.CreateMetaDict import CreateMetaDict, CreateProductXml
from tool.algorithm.image.ImageHandle import ImageHandler
from tool.algorithm.algtools.PreProcess import PreProcess as pp
@@ -24,7 +25,6 @@ import shutil
import tarfile
import sys
-
if cf.get('debug') == 'True':
DEBUG = True
else:
@@ -249,6 +249,18 @@ class ScatteringMain:
if os.path.exists(path):
self.del_floder(path)
+ def cut_dem(self, dem_merged_path, meta_file_path):
+ _, scopes = DictXml(meta_file_path).get_extend()
+ intersect_polygon = pp().intersect_polygon(scopes)
+ if intersect_polygon is None:
+ raise Exception('cal intersect box fail!')
+ shp_path = os.path.join(self.__workspace_preprocessing_path, 'IntersectPolygon.shp')
+ if pp().write_polygon_shp(shp_path, intersect_polygon, 4326) is False:
+ raise Exception('create intersect shp fail!')
+ dem_process = os.path.join(self.__workspace_preprocessing_path, 'dem_cut.tif')
+ pp().cut_img(dem_process, dem_merged_path, shp_path)
+ return dem_process
+
def process_sim_ori(self, ori_sim, sim_ori):
scopes = ()
@@ -303,6 +315,7 @@ class ScatteringMain:
out_dem_path = self.__workspace_preprocessing_path
dem_merged_path=DEMProcess.dem_merged(in_dem_path, meta_file_path, out_dem_path) # 生成TestDEM\mergedDEM_VRT.tif
+ dem_path = self.cut_dem(dem_merged_path, meta_file_path)
in_slc_path=None
for slc_path in in_tif_paths:
if slc_path.find(".tiff")>0 and (slc_path.find("_HH_")>0 or slc_path.find("_VV_")>0):
@@ -310,7 +323,7 @@ class ScatteringMain:
break
# 获取校正模型后
- Orthorectification.preCaldem_sar_rc(dem_merged_path,in_slc_path,self.__workspace_preprocessing_path,self.__workspace_processing_path.replace("\\","\\\\")) # 初步筛选坐标范围
+ Orthorectification.preCaldem_sar_rc(dem_path,in_slc_path,self.__workspace_preprocessing_path,self.__workspace_processing_path.replace("\\","\\\\")) # 初步筛选坐标范围
logger.info('progress bar: 40%')
# clip_dem_reample_path=os.path.join(self.__workspace_preprocessing_path, "SAR_dem.tiff")
# infooption=gdal.InfoOptions("-json")
@@ -465,7 +478,7 @@ if __name__ == '__main__':
start = datetime.datetime.now()
try:
if len(sys.argv)<2:
- xml_path = 'BackScattering.xml'
+ xml_path = 'BackScattering-L-SAR.xml'
else:
xml_path = sys.argv[1]
ScatteringMain = ScatteringMain(xml_path)
diff --git a/backScattering-L-SAR/run_log/BackScattering2023-11-21-18-32-28.log b/backScattering-L-SAR/run_log/BackScattering2023-11-21-18-32-28.log
deleted file mode 100644
index 7327b7c..0000000
--- a/backScattering-L-SAR/run_log/BackScattering2023-11-21-18-32-28.log
+++ /dev/null
@@ -1,19 +0,0 @@
-INFO:mylog:sysdir: D:\estar-proj\microproduct-L-SAR\backScattering
-INFO:mylog:init algXML succeed
-INFO:mylog:create new workspace success!
-INFO:mylog:check_source success!
-INFO:mylog:progress bar: 30%
-ERROR:mylog:run-time error!
-Traceback (most recent call last):
- File "D:/estar-proj/microproduct-L-SAR/backScattering/BackScatteringMain.py", line 471, in
- if not ScatteringMain.process_handle(start):
- File "D:/estar-proj/microproduct-L-SAR/backScattering/BackScatteringMain.py", line 292, in process_handle
- Orthorectification.IndirectOrthorectification(self.__in_processing_paras["SLC"], self.__workspace_processing_path) # 改动1
- File "D:\estar-proj\microproduct-L-SAR\backScattering\BackScatteringAlg.py", line 1520, in IndirectOrthorectification
- self.header_info = self.ParseHearderFile(os.path.join(FilePath_str, header_name))
- File "D:\estar-proj\microproduct-L-SAR\backScattering\BackScatteringAlg.py", line 1094, in ParseHearderFile
- GPSPoints = FindInfomationFromJson(HeaderFile_dom_json, GPSNode_Path)
- File "D:\estar-proj\microproduct-L-SAR\backScattering\BackScatteringAlg.py", line 131, in FindInfomationFromJson
- result_node = result_node[nodename]
-KeyError: 'product'
-INFO:mylog:running use time: 0:00:17.072831
diff --git a/backScattering-L-SAR/run_log/BackScattering2023-11-21-18-42-11.log b/backScattering-L-SAR/run_log/BackScattering2023-11-21-18-42-11.log
deleted file mode 100644
index 1fda6d5..0000000
--- a/backScattering-L-SAR/run_log/BackScattering2023-11-21-18-42-11.log
+++ /dev/null
@@ -1,30 +0,0 @@
-INFO:mylog:sysdir: D:\estar-proj\microproduct-L-SAR\backScattering
-INFO:mylog:init algXML succeed
-INFO:mylog:create new workspace success!
-INFO:mylog:check_source success!
-INFO:mylog:progress bar: 30%
-INFO:mylog:progress bar: 40%
-WARNING:mylog:LTMetaData.get_QualifyValue() error!
-ERROR:mylog:run-time error!
-Traceback (most recent call last):
- File "D:\estar-proj\microproduct-L-SAR\tool\algorithm\algtools\MetaDataHandler.py", line 85, in get_QualifyValue
- QualifyValue = OrthoMetaData.get_QualifyValue(meta_file_path, polarization)
- File "D:\estar-proj\microproduct-L-SAR\tool\algorithm\algtools\MetaDataHandler.py", line 47, in get_QualifyValue
- QualifyValue = float(root.find('processing').find('processingParameter').find('quantifyValue').find(polarization).text)
-AttributeError: 'NoneType' object has no attribute 'find'
-
-During handling of the above exception, another exception occurred:
-
-Traceback (most recent call last):
- File "D:/estar-proj/microproduct-L-SAR/backScattering/BackScatteringMain.py", line 471, in
- if not ScatteringMain.process_handle(start):
- File "D:/estar-proj/microproduct-L-SAR/backScattering/BackScatteringMain.py", line 371, in process_handle
- alg.sar_backscattering_coef(in_tif_path, meta_file_path, out_tif_path)
- File "D:\estar-proj\microproduct-L-SAR\backScattering\BackScatteringAlg.py", line 93, in sar_backscattering_coef
- QualifyValue = MetaDataHandler.get_QualifyValue(meta_file_path, polarization)
- File "D:\estar-proj\microproduct-L-SAR\tool\algorithm\algtools\MetaDataHandler.py", line 88, in get_QualifyValue
- QualifyValue = GF3L1AMetaData.get_QualifyValue(meta_file_path, polarization)
- File "D:\estar-proj\microproduct-L-SAR\tool\algorithm\algtools\MetaDataHandler.py", line 27, in get_QualifyValue
- QualifyValue = float(root.find('imageinfo').find('QualifyValue').find(polarization).text)
-AttributeError: 'NoneType' object has no attribute 'find'
-INFO:mylog:running use time: 0:00:26.594524
diff --git a/backScattering-L-SAR/run_log/BackScattering2023-11-21-18-44-18.log b/backScattering-L-SAR/run_log/BackScattering2023-11-21-18-44-18.log
deleted file mode 100644
index 23b3d46..0000000
--- a/backScattering-L-SAR/run_log/BackScattering2023-11-21-18-44-18.log
+++ /dev/null
@@ -1,30 +0,0 @@
-INFO:mylog:sysdir: D:\estar-proj\microproduct-L-SAR\backScattering
-INFO:mylog:init algXML succeed
-INFO:mylog:create new workspace success!
-INFO:mylog:check_source success!
-INFO:mylog:progress bar: 30%
-INFO:mylog:progress bar: 40%
-WARNING:mylog:LTMetaData.get_QualifyValue() error!
-ERROR:mylog:run-time error!
-Traceback (most recent call last):
- File "D:\estar-proj\microproduct-L-SAR\tool\algorithm\algtools\MetaDataHandler.py", line 85, in get_QualifyValue
- QualifyValue = OrthoMetaData.get_QualifyValue(meta_file_path, polarization)
- File "D:\estar-proj\microproduct-L-SAR\tool\algorithm\algtools\MetaDataHandler.py", line 47, in get_QualifyValue
- QualifyValue = float(root.find('processing').find('processingParameter').find('quantifyValue').find(polarization).text)
-AttributeError: 'NoneType' object has no attribute 'find'
-
-During handling of the above exception, another exception occurred:
-
-Traceback (most recent call last):
- File "D:/estar-proj/microproduct-L-SAR/backScattering/BackScatteringMain.py", line 471, in
- if not ScatteringMain.process_handle(start):
- File "D:/estar-proj/microproduct-L-SAR/backScattering/BackScatteringMain.py", line 371, in process_handle
- alg.sar_backscattering_coef(in_tif_path, meta_file_path, out_tif_path)
- File "D:\estar-proj\microproduct-L-SAR\backScattering\BackScatteringAlg.py", line 93, in sar_backscattering_coef
- QualifyValue = MetaDataHandler.get_QualifyValue(meta_file_path, polarization)
- File "D:\estar-proj\microproduct-L-SAR\tool\algorithm\algtools\MetaDataHandler.py", line 88, in get_QualifyValue
- QualifyValue = GF3L1AMetaData.get_QualifyValue(meta_file_path, polarization)
- File "D:\estar-proj\microproduct-L-SAR\tool\algorithm\algtools\MetaDataHandler.py", line 27, in get_QualifyValue
- QualifyValue = float(root.find('imageinfo').find('QualifyValue').find(polarization).text)
-AttributeError: 'NoneType' object has no attribute 'find'
-INFO:mylog:running use time: 0:08:05.774058
diff --git a/backScattering-L-SAR/run_log/BackScattering2023-11-21-19-00-41.log b/backScattering-L-SAR/run_log/BackScattering2023-11-21-19-00-41.log
deleted file mode 100644
index 36a1087..0000000
--- a/backScattering-L-SAR/run_log/BackScattering2023-11-21-19-00-41.log
+++ /dev/null
@@ -1,5 +0,0 @@
-INFO:mylog:sysdir: D:\estar-proj\microproduct-L-SAR\backScattering
-INFO:mylog:init algXML succeed
-INFO:mylog:create new workspace success!
-INFO:mylog:check_source success!
-INFO:mylog:progress bar: 30%
diff --git a/backScattering-L-SAR/run_log/BackScattering2023-11-21-19-03-11.log b/backScattering-L-SAR/run_log/BackScattering2023-11-21-19-03-11.log
deleted file mode 100644
index 1336962..0000000
--- a/backScattering-L-SAR/run_log/BackScattering2023-11-21-19-03-11.log
+++ /dev/null
@@ -1,17 +0,0 @@
-INFO:mylog:sysdir: D:\estar-proj\microproduct-L-SAR\backScattering
-INFO:mylog:init algXML succeed
-INFO:mylog:create new workspace success!
-INFO:mylog:check_source success!
-INFO:mylog:progress bar: 30%
-INFO:mylog:progress bar: 40%
-INFO:mylog:progress bar: 90%
-ERROR:mylog:run-time error!
-Traceback (most recent call last):
- File "D:/estar-proj/microproduct-L-SAR/backScattering/BackScatteringMain.py", line 471, in
- if not ScatteringMain.process_handle(start):
- File "D:/estar-proj/microproduct-L-SAR/backScattering/BackScatteringMain.py", line 437, in process_handle
- para_dict = CreateMetaDict(image_path, self.__in_processing_paras['META'], self.__workspace_processing_path,
- File "D:\estar-proj\microproduct-L-SAR\tool\algorithm\xml\CreateMetaDict.py", line 58, in calu_nature
- imageinfo_widthspace = self.ImageHandler.get_geotransform(self.out_path1)[1] # 投影后的分辨率
-TypeError: 'NoneType' object is not subscriptable
-INFO:mylog:running use time: 0:10:04.334320
diff --git a/backScattering-L-SAR/run_log/BackScattering2023-11-21-19-27-00.log b/backScattering-L-SAR/run_log/BackScattering2023-11-21-19-27-00.log
deleted file mode 100644
index 1e18da4..0000000
--- a/backScattering-L-SAR/run_log/BackScattering2023-11-21-19-27-00.log
+++ /dev/null
@@ -1,7 +0,0 @@
-INFO:mylog:sysdir: D:\estar-proj\microproduct-L-SAR\backScattering
-INFO:mylog:init algXML succeed
-INFO:mylog:create new workspace success!
-INFO:mylog:check_source success!
-INFO:mylog:progress bar: 30%
-INFO:mylog:progress bar: 40%
-INFO:mylog:progress bar: 90%
diff --git a/backScattering-L-SAR/run_log/BackScattering2023-11-21-19-40-46.log b/backScattering-L-SAR/run_log/BackScattering2023-11-21-19-40-46.log
deleted file mode 100644
index 1e18da4..0000000
--- a/backScattering-L-SAR/run_log/BackScattering2023-11-21-19-40-46.log
+++ /dev/null
@@ -1,7 +0,0 @@
-INFO:mylog:sysdir: D:\estar-proj\microproduct-L-SAR\backScattering
-INFO:mylog:init algXML succeed
-INFO:mylog:create new workspace success!
-INFO:mylog:check_source success!
-INFO:mylog:progress bar: 30%
-INFO:mylog:progress bar: 40%
-INFO:mylog:progress bar: 90%
diff --git a/backScattering-L-SAR/run_log/BackScattering2023-11-22-11-12-38.log b/backScattering-L-SAR/run_log/BackScattering2023-11-22-11-12-38.log
deleted file mode 100644
index 67404de..0000000
--- a/backScattering-L-SAR/run_log/BackScattering2023-11-22-11-12-38.log
+++ /dev/null
@@ -1,11 +0,0 @@
-INFO:mylog:sysdir: D:\estar-proj\microproduct-L-SAR\backScattering
-INFO:mylog:init algXML succeed
-INFO:mylog:create new workspace success!
-INFO:mylog:check_source success!
-INFO:mylog:progress bar: 30%
-INFO:mylog:progress bar: 40%
-INFO:mylog:progress bar: 90%
-INFO:mylog:process_handle finished!
-INFO:mylog:progress bar: 100%
-INFO:mylog:successful production of backscattering products!
-INFO:mylog:running use time: 0:12:32.600524
diff --git a/backScattering-L-SAR/run_log/BackScattering2023-11-22-16-29-13.log b/backScattering-L-SAR/run_log/BackScattering2023-11-22-16-29-13.log
deleted file mode 100644
index 74fd804..0000000
--- a/backScattering-L-SAR/run_log/BackScattering2023-11-22-16-29-13.log
+++ /dev/null
@@ -1,11 +0,0 @@
-INFO:mylog:sysdir: D:\estar-proj\microproduct-L-SAR\backScattering
-INFO:mylog:init algXML succeed
-INFO:mylog:create new workspace success!
-INFO:mylog:check_source success!
-INFO:mylog:progress bar: 30%
-INFO:mylog:progress bar: 40%
-INFO:mylog:progress bar: 90%
-INFO:mylog:process_handle finished!
-INFO:mylog:progress bar: 100%
-INFO:mylog:successful production of backscattering products!
-INFO:mylog:running use time: 0:12:19.438164
diff --git a/landcover-L-SAR/LandCover-L-SAR.xml b/landcover-L-SAR/LandCover-L-SAR.xml
index d918d69..27c590e 100644
--- a/landcover-L-SAR/LandCover-L-SAR.xml
+++ b/landcover-L-SAR/LandCover-L-SAR.xml
@@ -38,7 +38,7 @@
File
tar.gz
Man
- E:\MicroWorkspace\LT1B\LT230919\LT1B_MONO_MYC_STRIP4_005860_E130.9_N47.7_20230327_SLC_AHV_L1A_0000086966-ortho.tar.gz
+ F:\MicroWorkspace\LT1B\LT230919\LT1B_MONO_MYC_STRIP4_005860_E130.9_N47.7_20230327_SLC_AHV_L1A_0000086966-ortho.tar.gz
True
False
File
@@ -53,7 +53,7 @@
File
csv
Man
- E:\MicroWorkspace\LT1B\LT230919\LT1B_landaCoverSample.csv
+ F:\MicroWorkspace\LT1B\LT230919\LT1B_landaCoverSample.csv
True
True
UploadInput
diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-12-37-08.log b/landcover-L-SAR/run_log/LandCover2024-01-12-12-37-08.log
deleted file mode 100644
index e52ddfc..0000000
--- a/landcover-L-SAR/run_log/LandCover2024-01-12-12-37-08.log
+++ /dev/null
@@ -1,21 +0,0 @@
-INFO:mylog:sysdir: D:\estar-proj\microproduct-l-sar\landcover-L-SAR
-INFO:mylog:init algXML succeed
-INFO:mylog:create new workspace success!
-INFO:mylog:check_source success!
-INFO:root:scope0:[[130.58930555555554, 47.875416666666666], [131.11458333333331, 47.875416666666666], [130.58930555555554, 47.428472222222226], [131.11458333333331, 47.428472222222226]]
-INFO:root:scope1:[[130.58930555555554, 47.875416666666666], [131.11458333333331, 47.875416666666666], [130.58930555555554, 47.428472222222226], [131.11458333333331, 47.428472222222226]]
-INFO:root:scope roi :[(130.58930555555554, 47.428472222222226), (130.58930555555554, 47.875416666666666), (131.11458333333331, 47.875416666666666), (131.11458333333331, 47.428472222222226)]
-INFO:mylog:cut sim_ori success!
-INFO:mylog:preprocess_handle success!
-INFO:mylog:1,water,num:2598827
-INFO:mylog:max number =10000, random select10000 point as train data!
-INFO:mylog:2,build,num:260469
-INFO:mylog:max number =10000, random select10000 point as train data!
-INFO:mylog:3,dryland,num:12290
-INFO:mylog:max number =10000, random select10000 point as train data!
-INFO:mylog:4,road,num:803810
-INFO:mylog:max number =10000, random select10000 point as train data!
-INFO:mylog:read csv data success!
-INFO:mylog:progress bar: 20%
-INFO:mylog:refine_lee filter success!
-INFO:mylog:progress bar: 30%
diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-13-00-19.log b/landcover-L-SAR/run_log/LandCover2024-01-12-13-00-19.log
deleted file mode 100644
index 9e9fca9..0000000
--- a/landcover-L-SAR/run_log/LandCover2024-01-12-13-00-19.log
+++ /dev/null
@@ -1,44 +0,0 @@
-INFO:mylog:sysdir: D:\estar-proj\microproduct-l-sar\landcover-L-SAR
-INFO:mylog:init algXML succeed
-INFO:mylog:create new workspace success!
-INFO:mylog:check_source success!
-INFO:root:scope0:[[130.58930555555554, 47.875416666666666], [131.11458333333331, 47.875416666666666], [130.58930555555554, 47.428472222222226], [131.11458333333331, 47.428472222222226]]
-INFO:root:scope1:[[130.58930555555554, 47.875416666666666], [131.11458333333331, 47.875416666666666], [130.58930555555554, 47.428472222222226], [131.11458333333331, 47.428472222222226]]
-INFO:root:scope roi :[(130.58930555555554, 47.428472222222226), (130.58930555555554, 47.875416666666666), (131.11458333333331, 47.875416666666666), (131.11458333333331, 47.428472222222226)]
-INFO:mylog:cut sim_ori success!
-INFO:mylog:preprocess_handle success!
-INFO:mylog:1,water,num:2598827
-INFO:mylog:max number =10000, random select10000 point as train data!
-INFO:mylog:2,build,num:260469
-INFO:mylog:max number =10000, random select10000 point as train data!
-INFO:mylog:3,dryland,num:12290
-INFO:mylog:max number =10000, random select10000 point as train data!
-INFO:mylog:4,road,num:803810
-INFO:mylog:max number =10000, random select10000 point as train data!
-INFO:mylog:read csv data success!
-INFO:mylog:progress bar: 20%
-INFO:mylog:refine_lee filter success!
-INFO:mylog:progress bar: 30%
-INFO:root:feature_tif_paths:{'Freeman_Dbl': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Freeman_Dbl.tif', 'Freeman_Odd': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Freeman_Odd.tif', 'Freeman_Vol': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Freeman_Vol.tif'}
-INFO:mylog:decompose feature success!
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-INFO:mylog:feature_list:['0: Freeman_Dbl_geo.tif', '1: Freeman_Odd_geo.tif', '2: Freeman_Vol_geo.tif']
-INFO:mylog:gene_train_set success!
-INFO:mylog:importances:[0.0872527 0.40417686 0.50857044],threshold=0.07
-INFO:mylog:optimal_feature:[2, 1, 0]
-INFO:mylog:correlation_map:
- [[0. 1. 1.]
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-INFO:mylog:validity_list_corr:[2]
-INFO:mylog:[2]
-INFO:mylog:train_feature:['2: Freeman_Vol_geo.tif']
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-INFO:mylog:RF train successful
-INFO:mylog:progress bar: 60%
-INFO:mylog:test_feature:dict_keys(['Freeman_Vol_geo'])
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-INFO:mylog:create features matrix success!
-INFO:mylog:testing
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diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-17.log b/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-17.log
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diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-18.log b/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-18.log
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diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-19.log b/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-19.log
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diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-21.log b/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-21.log
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diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-22.log b/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-22.log
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diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-23.log b/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-23.log
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diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-25.log b/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-25.log
deleted file mode 100644
index eaf286a..0000000
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@@ -1,14 +0,0 @@
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diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-26.log b/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-26.log
deleted file mode 100644
index 35b4f61..0000000
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diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-27.log b/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-27.log
deleted file mode 100644
index b7eb1e1..0000000
--- a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-27.log
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@@ -1,9 +0,0 @@
-INFO:mylog:total:195,block:66 testing data !path:D:\micro\LWork\LandCover\Temporary\processing\LandCover\LandCover_11701_12725_13931_14955.tif
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diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-28.log b/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-28.log
deleted file mode 100644
index 7f44211..0000000
--- a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-28.log
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@@ -1,8 +0,0 @@
-INFO:mylog:total:195,block:81 testing data !path:D:\micro\LWork\LandCover\Temporary\processing\LandCover\LandCover_2048_3072_13931_14955.tif
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diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-29.log b/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-29.log
deleted file mode 100644
index e144039..0000000
--- a/landcover-L-SAR/run_log/LandCover2024-01-12-13-15-29.log
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diff --git a/landcover-L-SAR/run_log/LandCover2024-01-12-13-18-30.log b/landcover-L-SAR/run_log/LandCover2024-01-12-13-18-30.log
deleted file mode 100644
index 8dda3b0..0000000
--- a/landcover-L-SAR/run_log/LandCover2024-01-12-13-18-30.log
+++ /dev/null
@@ -1,3 +0,0 @@
-INFO:mylog:sysdir: D:\estar-proj\microproduct-l-sar\landcover-L-SAR
-INFO:mylog:init algXML succeed
-INFO:mylog:create new workspace success!
diff --git a/landcover-L-SAR/tool/LAI/LAIProcess.cp38-win_amd64.pyd b/landcover-L-SAR/tool/LAI/LAIProcess.cp38-win_amd64.pyd
deleted file mode 100644
index bc5375e..0000000
Binary files a/landcover-L-SAR/tool/LAI/LAIProcess.cp38-win_amd64.pyd and /dev/null differ
diff --git a/landcover-L-SAR/tool/LAI/LAIProcess.pyx b/landcover-L-SAR/tool/LAI/LAIProcess.pyx
deleted file mode 100644
index a445ffd..0000000
--- a/landcover-L-SAR/tool/LAI/LAIProcess.pyx
+++ /dev/null
@@ -1,166 +0,0 @@
-#
-# 模型计算的库
-#
-import cython
-cimport cython # 必须导入
-import numpy as np
-cimport numpy as np
-from libc.math cimport pi
-from scipy.optimize import leastsq
-import random
-import logging
-logger = logging.getLogger("mylog")
-
-
-def WMCModel(param_arr,sample_lai,sample_soil,sample_inc,sample_sigma):
- """ WMC模型 增加 归一化植被指数
-
- Args:
- param_arr (np.ndarray): 参数数组
- sample_lai (double): 叶面积指数
- sample_soil (double): 土壤含水量
- sample_inc (double): 入射角（弧度值）
- sample_sigma (double): 后向散射系数（线性值）
-
- Returns:
- double: 方程值
- """
- # 映射参数，方便修改模型
- A,B,C,D,M,N=param_arr # 在这里修改模型
- V_lai=sample_lai
- #V_lai=E*sample_lai+F
- exp_gamma=np.exp(-2*B*((V_lai*D+C))*(1/np.cos(sample_inc)))
- sigma_soil=M*sample_soil+N
- sigma_veg=A*((V_lai))*np.cos(sample_inc)
- f_veg=1
- result=sigma_veg*(1-exp_gamma)+sigma_soil*exp_gamma-sample_sigma
- return result
-
-
-
-
-def train_WMCmodel(lai_water_inc_sigma_list,params_X0,train_err_image_path,draw_flag=True):
- """ 训练模型参数
-
- Args:
- lai_waiter_inc_sigma_list (list): 训练模型使用的样本呢
- """
- def f(X):
- eqs=[]
- for lai_water_inc_sigma_item in lai_water_inc_sigma_list:
- sample_lai=lai_water_inc_sigma_item[4]
- sample_sigma=lai_water_inc_sigma_item[5] # 5: csv_sigma, 8:tiff_sigma
- sample_soil=lai_water_inc_sigma_item[6]
- sample_inc=lai_water_inc_sigma_item[7]
- FVC=lai_water_inc_sigma_item[8]
- eqs.append(WMCModel(X,sample_lai,sample_soil,sample_inc,sample_sigma))
- return eqs
-
- X0 = params_X0 # 初始值
- # logger.info(str(X0))
- h = leastsq(f, X0)
- # logger.info(h[0],h[1])
- err_f=f(h[0])
- x_arr=[lai_waiter_inc_sigma_item[4] for lai_waiter_inc_sigma_item in lai_water_inc_sigma_list]
- # 根据误差大小进行排序
- # logger.info("训练集：\n根据误差输出点序\n数量：{}\n点序\t误差值\t 样点信息".format(str(np.array(err_f).shape)))
- # for i in np.argsort(np.array(err_f)):
- # logger.info('{}\t{}\t{}'.format(i,err_f[i],str(lai_water_inc_sigma_list[i])))
- # logger.info("\n误差点序输出结束\n")
-
- if draw_flag:
- # logger.info(err_f)
- # logger.info(np.where(np.abs(err_f)<10))
- from matplotlib import pyplot as plt
- plt.scatter(x_arr,err_f)
- plt.title("equation-err")
- plt.savefig(train_err_image_path,dpi=600)
- plt.show()
-
- return h[0]
-
-def test_WMCModel(lai_waiter_inc_sigma_list,param_arr,lai_X0,test_err_image_path,draw_flag=True):
- """ 测试模型训练结果
-
- Args:
- lai_waiter_inc_sigma_list (list): 测试使用的样本集
- A (_type_): 参数A
- B (_type_): 参数B
- C (_type_): 参数C
- D (_type_): 参数D
- M (_type_): 参数M
- N (_type_): 参数N
- lai_X0 (_type_): 初始值
-
- Returns:
- list: 误差列表 [sample_lai,err,predict]
- """
- err=[]
- err_f=[]
- x_arr=[]
- err_lai=[]
- for lai_waiter_inc_sigma_item in lai_waiter_inc_sigma_list:
- sample_time,sample_code,sample_lon,sample_lat,sample_lai,csv_sigma,sample_soil,sample_inc,sample_sigma=lai_waiter_inc_sigma_item
- def f(X):
- lai=X[0]
- eqs=[WMCModel(param_arr,lai,sample_soil,sample_inc,csv_sigma)]
- return eqs
- X0=lai_X0
- h = leastsq(f, X0)
- temp_err=h[0]-sample_lai
- err_lai.append(temp_err[0]) # lai预测的插值
- err.append([sample_lai,temp_err[0],h[0][0],sample_code])
- err_f.append(f(h[0])[0]) # 方程差
- x_arr.append(sample_lai)
-
- # 根据误差大小进行排序
- # logger.info("测试集：\n根据误差输出点序\n数量：{}\n点序\t误差值\t 方程差\t样点信息".format(str(np.array(err_lai).shape)))
- # for i in np.argsort(np.array(err_lai)):
- # logger.info('{}\t{}\t{}\t{}'.format(i,err_lai[i],err_f[i],str(lai_waiter_inc_sigma_list[i])))
- # logger.info("\n误差点序输出结束\n")
-
- if draw_flag:
- from matplotlib import pyplot as plt
- plt.scatter(x_arr,err_lai)
- plt.title("equation-err")
- plt.savefig(test_err_image_path,dpi=600)
- plt.show()
- return err
-
-def processs_WMCModel(param_arr,lai_X0,sigma,inc_angle,soil_water):
-
- if(sigma<0 ):
- return np.nan
- def f(X):
- lai=X[0]
- eqs=[WMCModel(param_arr,lai,soil_water,inc_angle,sigma )]
- return eqs
- h = leastsq(f, [lai_X0])
-
- return h[0][0]
-
-# Cython 的扩展地址
-cpdef np.ndarray[double,ndim=2] process_tiff(np.ndarray[double,ndim=2] sigma_tiff,
- np.ndarray[double,ndim=2] inc_tiff,
- np.ndarray[double,ndim=2] soil_water_tiff,
- np.ndarray[double,ndim=1] param_arr,
- double lai_X0):
-
- cdef np.ndarray[double,ndim=2] result=sigma_tiff
- cdef int param_arr_length=param_arr.shape[0]
- cdef int height=sigma_tiff.shape[0]
- cdef int width=sigma_tiff.shape[1]
- cdef int i=0
- cdef int j=0
- cdef double temp=0
-
- while i=0 else np.nan
- result[i,j]=temp
- j=j+1
- i=i+1
- return result
-
\ No newline at end of file
diff --git a/landcover-L-SAR/tool/LAI/build/LAIProcess.c b/landcover-L-SAR/tool/LAI/build/LAIProcess.c
deleted file mode 100644
index eb1f143..0000000
--- a/landcover-L-SAR/tool/LAI/build/LAIProcess.c
+++ /dev/null
@@ -1,11637 +0,0 @@
-/* Generated by Cython 0.29.24 */
-
-/* BEGIN: Cython Metadata
-{
- "distutils": {
- "depends": [],
- "name": "LAIProcess",
- "sources": [
- "./LAIProcess.pyx"
- ]
- },
- "module_name": "LAIProcess"
-}
-END: Cython Metadata */
-
-#ifndef PY_SSIZE_T_CLEAN
-#define PY_SSIZE_T_CLEAN
-#endif /* PY_SSIZE_T_CLEAN */
-#include "Python.h"
-#ifndef Py_PYTHON_H
- #error Python headers needed to compile C extensions, please install development version of Python.
-#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000)
- #error Cython requires Python 2.6+ or Python 3.3+.
-#else
-#define CYTHON_ABI "0_29_24"
-#define CYTHON_HEX_VERSION 0x001D18F0
-#define CYTHON_FUTURE_DIVISION 0
-#include
-#ifndef offsetof
- #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
-#endif
-#if !defined(WIN32) && !defined(MS_WINDOWS)
- #ifndef __stdcall
- #define __stdcall
- #endif
- #ifndef __cdecl
- #define __cdecl
- #endif
- #ifndef __fastcall
- #define __fastcall
- #endif
-#endif
-#ifndef DL_IMPORT
- #define DL_IMPORT(t) t
-#endif
-#ifndef DL_EXPORT
- #define DL_EXPORT(t) t
-#endif
-#define __PYX_COMMA ,
-#ifndef HAVE_LONG_LONG
- #if PY_VERSION_HEX >= 0x02070000
- #define HAVE_LONG_LONG
- #endif
-#endif
-#ifndef PY_LONG_LONG
- #define PY_LONG_LONG LONG_LONG
-#endif
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- #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size)
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- #define __Pyx_PySequence_SIZE(seq) Py_SIZE(seq)
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- #define __Pyx_PySequence_SIZE(seq) PySequence_Size(seq)
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- #define PyIntObject PyLongObject
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- #define PyInt_FromString PyLong_FromString
- #define PyInt_FromUnicode PyLong_FromUnicode
- #define PyInt_FromLong PyLong_FromLong
- #define PyInt_FromSize_t PyLong_FromSize_t
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- #define PyInt_AsSsize_t PyLong_AsSsize_t
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- #ifndef PyUnicode_InternFromString
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- typedef long Py_hash_t;
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- #define __Pyx_PyType_AsAsync(obj) NULL
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-#ifndef __Pyx_PyAsyncMethodsStruct
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- } __Pyx_PyAsyncMethodsStruct;
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-
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- #define _USE_MATH_DEFINES
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-#include
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-#define __PYX_NAN() ((float) NAN)
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-static CYTHON_INLINE float __PYX_NAN() {
- float value;
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-#define __Pyx_truncl trunc
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-#define __Pyx_truncl truncl
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-
-#define __PYX_MARK_ERR_POS(f_index, lineno) \
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-#define __PYX_ERR(f_index, lineno, Ln_error) \
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-
-#ifndef __PYX_EXTERN_C
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- #define __PYX_EXTERN_C extern "C"
- #else
- #define __PYX_EXTERN_C extern
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-
-#define __PYX_HAVE__LAIProcess
-#define __PYX_HAVE_API__LAIProcess
-/* Early includes */
-#include
-#include
-#include "numpy/arrayobject.h"
-#include "numpy/ndarrayobject.h"
-#include "numpy/ndarraytypes.h"
-#include "numpy/arrayscalars.h"
-#include "numpy/ufuncobject.h"
-
- /* NumPy API declarations from "numpy/__init__.pxd" */
-
-#include
-#ifdef _OPENMP
-#include
-#endif /* _OPENMP */
-
-#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS)
-#define CYTHON_WITHOUT_ASSERTIONS
-#endif
-
-typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding;
- const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;
-
-#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
-#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
-#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8)
-#define __PYX_DEFAULT_STRING_ENCODING ""
-#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
-#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
-#define __Pyx_uchar_cast(c) ((unsigned char)c)
-#define __Pyx_long_cast(x) ((long)x)
-#define __Pyx_fits_Py_ssize_t(v, type, is_signed) (\
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- (sizeof(type) > sizeof(Py_ssize_t) &&\
- likely(v < (type)PY_SSIZE_T_MAX ||\
- v == (type)PY_SSIZE_T_MAX) &&\
- (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
- v == (type)PY_SSIZE_T_MIN))) ||\
- (sizeof(type) == sizeof(Py_ssize_t) &&\
- (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
- v == (type)PY_SSIZE_T_MAX))) )
-static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
- return (size_t) i < (size_t) limit;
-}
-#if defined (__cplusplus) && __cplusplus >= 201103L
- #include
- #define __Pyx_sst_abs(value) std::abs(value)
-#elif SIZEOF_INT >= SIZEOF_SIZE_T
- #define __Pyx_sst_abs(value) abs(value)
-#elif SIZEOF_LONG >= SIZEOF_SIZE_T
- #define __Pyx_sst_abs(value) labs(value)
-#elif defined (_MSC_VER)
- #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value))
-#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
- #define __Pyx_sst_abs(value) llabs(value)
-#elif defined (__GNUC__)
- #define __Pyx_sst_abs(value) __builtin_llabs(value)
-#else
- #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
-#endif
-static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
-static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
-#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
-#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
-#define __Pyx_PyBytes_FromString PyBytes_FromString
-#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
-static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
-#if PY_MAJOR_VERSION < 3
- #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString
- #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
-#else
- #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString
- #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
-#endif
-#define __Pyx_PyBytes_AsWritableString(s) ((char*) PyBytes_AS_STRING(s))
-#define __Pyx_PyBytes_AsWritableSString(s) ((signed char*) PyBytes_AS_STRING(s))
-#define __Pyx_PyBytes_AsWritableUString(s) ((unsigned char*) PyBytes_AS_STRING(s))
-#define __Pyx_PyBytes_AsString(s) ((const char*) PyBytes_AS_STRING(s))
-#define __Pyx_PyBytes_AsSString(s) ((const signed char*) PyBytes_AS_STRING(s))
-#define __Pyx_PyBytes_AsUString(s) ((const unsigned char*) PyBytes_AS_STRING(s))
-#define __Pyx_PyObject_AsWritableString(s) ((char*) __Pyx_PyObject_AsString(s))
-#define __Pyx_PyObject_AsWritableSString(s) ((signed char*) __Pyx_PyObject_AsString(s))
-#define __Pyx_PyObject_AsWritableUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s))
-#define __Pyx_PyObject_AsSString(s) ((const signed char*) __Pyx_PyObject_AsString(s))
-#define __Pyx_PyObject_AsUString(s) ((const unsigned char*) __Pyx_PyObject_AsString(s))
-#define __Pyx_PyObject_FromCString(s) __Pyx_PyObject_FromString((const char*)s)
-#define __Pyx_PyBytes_FromCString(s) __Pyx_PyBytes_FromString((const char*)s)
-#define __Pyx_PyByteArray_FromCString(s) __Pyx_PyByteArray_FromString((const char*)s)
-#define __Pyx_PyStr_FromCString(s) __Pyx_PyStr_FromString((const char*)s)
-#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
-static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) {
- const Py_UNICODE *u_end = u;
- while (*u_end++) ;
- return (size_t)(u_end - u - 1);
-}
-#define __Pyx_PyUnicode_FromUnicode(u) PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
-#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
-#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode
-#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
-#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
-static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
-static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
-static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*);
-static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
-#define __Pyx_PySequence_Tuple(obj)\
- (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
-static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
-static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
-#if CYTHON_ASSUME_SAFE_MACROS
-#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
-#else
-#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
-#endif
-#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
-#if PY_MAJOR_VERSION >= 3
-#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
-#else
-#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
-#endif
-#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x))
-#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
-static int __Pyx_sys_getdefaultencoding_not_ascii;
-static int __Pyx_init_sys_getdefaultencoding_params(void) {
- PyObject* sys;
- PyObject* default_encoding = NULL;
- PyObject* ascii_chars_u = NULL;
- PyObject* ascii_chars_b = NULL;
- const char* default_encoding_c;
- sys = PyImport_ImportModule("sys");
- if (!sys) goto bad;
- default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL);
- Py_DECREF(sys);
- if (!default_encoding) goto bad;
- default_encoding_c = PyBytes_AsString(default_encoding);
- if (!default_encoding_c) goto bad;
- if (strcmp(default_encoding_c, "ascii") == 0) {
- __Pyx_sys_getdefaultencoding_not_ascii = 0;
- } else {
- char ascii_chars[128];
- int c;
- for (c = 0; c < 128; c++) {
- ascii_chars[c] = c;
- }
- __Pyx_sys_getdefaultencoding_not_ascii = 1;
- ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
- if (!ascii_chars_u) goto bad;
- ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
- if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
- PyErr_Format(
- PyExc_ValueError,
- "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
- default_encoding_c);
- goto bad;
- }
- Py_DECREF(ascii_chars_u);
- Py_DECREF(ascii_chars_b);
- }
- Py_DECREF(default_encoding);
- return 0;
-bad:
- Py_XDECREF(default_encoding);
- Py_XDECREF(ascii_chars_u);
- Py_XDECREF(ascii_chars_b);
- return -1;
-}
-#endif
-#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
-#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
-#else
-#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
-#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
-static char* __PYX_DEFAULT_STRING_ENCODING;
-static int __Pyx_init_sys_getdefaultencoding_params(void) {
- PyObject* sys;
- PyObject* default_encoding = NULL;
- char* default_encoding_c;
- sys = PyImport_ImportModule("sys");
- if (!sys) goto bad;
- default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
- Py_DECREF(sys);
- if (!default_encoding) goto bad;
- default_encoding_c = PyBytes_AsString(default_encoding);
- if (!default_encoding_c) goto bad;
- __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1);
- if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
- strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
- Py_DECREF(default_encoding);
- return 0;
-bad:
- Py_XDECREF(default_encoding);
- return -1;
-}
-#endif
-#endif
-
-
-/* Test for GCC > 2.95 */
-#if defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))
- #define likely(x) __builtin_expect(!!(x), 1)
- #define unlikely(x) __builtin_expect(!!(x), 0)
-#else /* !__GNUC__ or GCC < 2.95 */
- #define likely(x) (x)
- #define unlikely(x) (x)
-#endif /* __GNUC__ */
-static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }
-
-static PyObject *__pyx_m = NULL;
-static PyObject *__pyx_d;
-static PyObject *__pyx_b;
-static PyObject *__pyx_cython_runtime = NULL;
-static PyObject *__pyx_empty_tuple;
-static PyObject *__pyx_empty_bytes;
-static PyObject *__pyx_empty_unicode;
-static int __pyx_lineno;
-static int __pyx_clineno = 0;
-static const char * __pyx_cfilenm= __FILE__;
-static const char *__pyx_filename;
-
-/* Header.proto */
-#if !defined(CYTHON_CCOMPLEX)
- #if defined(__cplusplus)
- #define CYTHON_CCOMPLEX 1
- #elif defined(_Complex_I)
- #define CYTHON_CCOMPLEX 1
- #else
- #define CYTHON_CCOMPLEX 0
- #endif
-#endif
-#if CYTHON_CCOMPLEX
- #ifdef __cplusplus
- #include
- #else
- #include
- #endif
-#endif
-#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
- #undef _Complex_I
- #define _Complex_I 1.0fj
-#endif
-
-
-static const char *__pyx_f[] = {
- "LAIProcess.pyx",
- "__init__.pxd",
- "type.pxd",
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-/* BufferFormatStructs.proto */
-#define IS_UNSIGNED(type) (((type) -1) > 0)
-struct __Pyx_StructField_;
-#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0)
-typedef struct {
- const char* name;
- struct __Pyx_StructField_* fields;
- size_t size;
- size_t arraysize[8];
- int ndim;
- char typegroup;
- char is_unsigned;
- int flags;
-} __Pyx_TypeInfo;
-typedef struct __Pyx_StructField_ {
- __Pyx_TypeInfo* type;
- const char* name;
- size_t offset;
-} __Pyx_StructField;
-typedef struct {
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-} __Pyx_BufFmt_StackElem;
-typedef struct {
- __Pyx_StructField root;
- __Pyx_BufFmt_StackElem* head;
- size_t fmt_offset;
- size_t new_count, enc_count;
- size_t struct_alignment;
- int is_complex;
- char enc_type;
- char new_packmode;
- char enc_packmode;
- char is_valid_array;
-} __Pyx_BufFmt_Context;
-
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":690
- * # in Cython to enable them only on the right systems.
- *
- * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<<
- * ctypedef npy_int16 int16_t
- * ctypedef npy_int32 int32_t
- */
-typedef npy_int8 __pyx_t_5numpy_int8_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":691
- *
- * ctypedef npy_int8 int8_t
- * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<<
- * ctypedef npy_int32 int32_t
- * ctypedef npy_int64 int64_t
- */
-typedef npy_int16 __pyx_t_5numpy_int16_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":692
- * ctypedef npy_int8 int8_t
- * ctypedef npy_int16 int16_t
- * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<<
- * ctypedef npy_int64 int64_t
- * #ctypedef npy_int96 int96_t
- */
-typedef npy_int32 __pyx_t_5numpy_int32_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":693
- * ctypedef npy_int16 int16_t
- * ctypedef npy_int32 int32_t
- * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<<
- * #ctypedef npy_int96 int96_t
- * #ctypedef npy_int128 int128_t
- */
-typedef npy_int64 __pyx_t_5numpy_int64_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":697
- * #ctypedef npy_int128 int128_t
- *
- * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<<
- * ctypedef npy_uint16 uint16_t
- * ctypedef npy_uint32 uint32_t
- */
-typedef npy_uint8 __pyx_t_5numpy_uint8_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":698
- *
- * ctypedef npy_uint8 uint8_t
- * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<<
- * ctypedef npy_uint32 uint32_t
- * ctypedef npy_uint64 uint64_t
- */
-typedef npy_uint16 __pyx_t_5numpy_uint16_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":699
- * ctypedef npy_uint8 uint8_t
- * ctypedef npy_uint16 uint16_t
- * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<<
- * ctypedef npy_uint64 uint64_t
- * #ctypedef npy_uint96 uint96_t
- */
-typedef npy_uint32 __pyx_t_5numpy_uint32_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":700
- * ctypedef npy_uint16 uint16_t
- * ctypedef npy_uint32 uint32_t
- * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<<
- * #ctypedef npy_uint96 uint96_t
- * #ctypedef npy_uint128 uint128_t
- */
-typedef npy_uint64 __pyx_t_5numpy_uint64_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":704
- * #ctypedef npy_uint128 uint128_t
- *
- * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<<
- * ctypedef npy_float64 float64_t
- * #ctypedef npy_float80 float80_t
- */
-typedef npy_float32 __pyx_t_5numpy_float32_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":705
- *
- * ctypedef npy_float32 float32_t
- * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<<
- * #ctypedef npy_float80 float80_t
- * #ctypedef npy_float128 float128_t
- */
-typedef npy_float64 __pyx_t_5numpy_float64_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":714
- * # The int types are mapped a bit surprising --
- * # numpy.int corresponds to 'l' and numpy.long to 'q'
- * ctypedef npy_long int_t # <<<<<<<<<<<<<<
- * ctypedef npy_longlong long_t
- * ctypedef npy_longlong longlong_t
- */
-typedef npy_long __pyx_t_5numpy_int_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":715
- * # numpy.int corresponds to 'l' and numpy.long to 'q'
- * ctypedef npy_long int_t
- * ctypedef npy_longlong long_t # <<<<<<<<<<<<<<
- * ctypedef npy_longlong longlong_t
- *
- */
-typedef npy_longlong __pyx_t_5numpy_long_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":716
- * ctypedef npy_long int_t
- * ctypedef npy_longlong long_t
- * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<<
- *
- * ctypedef npy_ulong uint_t
- */
-typedef npy_longlong __pyx_t_5numpy_longlong_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":718
- * ctypedef npy_longlong longlong_t
- *
- * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<<
- * ctypedef npy_ulonglong ulong_t
- * ctypedef npy_ulonglong ulonglong_t
- */
-typedef npy_ulong __pyx_t_5numpy_uint_t;
-
-/* "../../../../Anaconda/envs/micro/lib/site-packages/numpy/__init__.pxd":719
- *
- * ctypedef npy_ulong uint_t
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-static PyCodeObject *__pyx_find_code_object(int code_line);
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-
-/* AddTraceback.proto */
-static void __Pyx_AddTraceback(const char *funcname, int c_line,
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- #define __Pyx_GetBuffer PyObject_GetBuffer
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-/* GCCDiagnostics.proto */
-#if defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6))
-#define __Pyx_HAS_GCC_DIAGNOSTIC
-#endif
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-/* RealImag.proto */
-#if CYTHON_CCOMPLEX
- #ifdef __cplusplus
- #define __Pyx_CREAL(z) ((z).real())
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-/* Arithmetic.proto */
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- #define __Pyx_c_eq_float(a, b) ((a)==(b))
- #define __Pyx_c_sum_float(a, b) ((a)+(b))
- #define __Pyx_c_diff_float(a, b) ((a)-(b))
- #define __Pyx_c_prod_float(a, b) ((a)*(b))
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- static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex);
- static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex);
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- #if 1
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-/* Arithmetic.proto */
-#if CYTHON_CCOMPLEX
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- #define __Pyx_c_sum_double(a, b) ((a)+(b))
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- #define __Pyx_c_prod_double(a, b) ((a)*(b))
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- #define __Pyx_c_is_zero_double(z) ((z)==(double)0)
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- #define __Pyx_c_abs_double(z) (cabs(z))
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- static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, __pyx_t_double_complex);
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex);
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex);
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex);
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex);
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex);
- static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex);
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- #if 1
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- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex);
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-
-/* CIntFromPy.proto */
-static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);
-
-/* CIntFromPy.proto */
-static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);
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-static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
-static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type);
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-#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
-#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
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-#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)
-
-/* CheckBinaryVersion.proto */
-static int __Pyx_check_binary_version(void);
-
-/* InitStrings.proto */
-static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);
-
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-/* Module declarations from 'cython' */
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-/* Module declarations from 'cpython.buffer' */
-
-/* Module declarations from 'libc.string' */
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-/* Module declarations from 'cpython' */
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-/* Module declarations from 'cpython.ref' */
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-/* Module declarations from 'numpy' */
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-static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0;
-static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0;
-static PyTypeObject *__pyx_ptype_5numpy_generic = 0;
-static PyTypeObject *__pyx_ptype_5numpy_number = 0;
-static PyTypeObject *__pyx_ptype_5numpy_integer = 0;
-static PyTypeObject *__pyx_ptype_5numpy_signedinteger = 0;
-static PyTypeObject *__pyx_ptype_5numpy_unsignedinteger = 0;
-static PyTypeObject *__pyx_ptype_5numpy_inexact = 0;
-static PyTypeObject *__pyx_ptype_5numpy_floating = 0;
-static PyTypeObject *__pyx_ptype_5numpy_complexfloating = 0;
-static PyTypeObject *__pyx_ptype_5numpy_flexible = 0;
-static PyTypeObject *__pyx_ptype_5numpy_character = 0;
-static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0;
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-/* Module declarations from 'libc.math' */
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-static PyTypeObject *__pyx_ptype_10LAIProcess___pyx_scope_struct_2_processs_WMCModel = 0;
-static PyArrayObject *__pyx_f_10LAIProcess_process_tiff(PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *, double, int __pyx_skip_dispatch); /*proto*/
-static __Pyx_TypeInfo __Pyx_TypeInfo_double = { "double", NULL, sizeof(double), { 0 }, 0, 'R', 0, 0 };
-#define __Pyx_MODULE_NAME "LAIProcess"
-extern int __pyx_module_is_main_LAIProcess;
-int __pyx_module_is_main_LAIProcess = 0;
-
-/* Implementation of 'LAIProcess' */
-static PyObject *__pyx_builtin_ImportError;
-static const char __pyx_k_A[] = "A";
-static const char __pyx_k_B[] = "B";
-static const char __pyx_k_C[] = "C";
-static const char __pyx_k_D[] = "D";
-static const char __pyx_k_M[] = "M";
-static const char __pyx_k_N[] = "N";
-static const char __pyx_k_X[] = "X";
-static const char __pyx_k_f[] = "f";
-static const char __pyx_k_h[] = "h";
-static const char __pyx_k_X0[] = "X0";
-static const char __pyx_k_np[] = "np";
-static const char __pyx_k_FVC[] = "FVC";
-static const char __pyx_k_cos[] = "cos";
-static const char __pyx_k_dpi[] = "dpi";
-static const char __pyx_k_eqs[] = "eqs";
-static const char __pyx_k_err[] = "err";
-static const char __pyx_k_exp[] = "exp";
-static const char __pyx_k_lai[] = "lai";
-static const char __pyx_k_nan[] = "nan";
-static const char __pyx_k_plt[] = "plt";
-static const char __pyx_k_main[] = "__main__";
-static const char __pyx_k_name[] = "__name__";
-static const char __pyx_k_show[] = "show";
-static const char __pyx_k_test[] = "__test__";
-static const char __pyx_k_V_lai[] = "V_lai";
-static const char __pyx_k_err_f[] = "err_f";
-static const char __pyx_k_f_veg[] = "f_veg";
-static const char __pyx_k_mylog[] = "mylog";
-static const char __pyx_k_numpy[] = "numpy";
-static const char __pyx_k_sigma[] = "sigma";
-static const char __pyx_k_title[] = "title";
-static const char __pyx_k_x_arr[] = "x_arr";
-static const char __pyx_k_import[] = "__import__";
-static const char __pyx_k_lai_X0[] = "lai_X0";
-static const char __pyx_k_logger[] = "logger";
-static const char __pyx_k_pyplot[] = "pyplot";
-static const char __pyx_k_random[] = "random";
-static const char __pyx_k_result[] = "result";
-static const char __pyx_k_err_lai[] = "err_lai";
-static const char __pyx_k_leastsq[] = "leastsq";
-static const char __pyx_k_logging[] = "logging";
-static const char __pyx_k_savefig[] = "savefig";
-static const char __pyx_k_scatter[] = "scatter";
-static const char __pyx_k_WMCModel[] = "WMCModel";
-static const char __pyx_k_inc_tiff[] = "inc_tiff";
-static const char __pyx_k_temp_err[] = "temp_err";
-static const char __pyx_k_csv_sigma[] = "csv_sigma";
-static const char __pyx_k_draw_flag[] = "draw_flag";
-static const char __pyx_k_exp_gamma[] = "exp_gamma";
-static const char __pyx_k_getLogger[] = "getLogger";
-static const char __pyx_k_inc_angle[] = "inc_angle";
-static const char __pyx_k_param_arr[] = "param_arr";
-static const char __pyx_k_params_X0[] = "params_X0";
-static const char __pyx_k_sigma_veg[] = "sigma_veg";
-static const char __pyx_k_LAIProcess[] = "LAIProcess";
-static const char __pyx_k_matplotlib[] = "matplotlib";
-static const char __pyx_k_sample_inc[] = "sample_inc";
-static const char __pyx_k_sample_lai[] = "sample_lai";
-static const char __pyx_k_sample_lat[] = "sample_lat";
-static const char __pyx_k_sample_lon[] = "sample_lon";
-static const char __pyx_k_sigma_soil[] = "sigma_soil";
-static const char __pyx_k_sigma_tiff[] = "sigma_tiff";
-static const char __pyx_k_soil_water[] = "soil_water";
-static const char __pyx_k_ImportError[] = "ImportError";
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