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Classification first version #12

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Classification first version #12

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7894da3
classification1st_version
j3r3m1 Mar 28, 2022
3023a3a
Merge branch 'master' of https://github.com/orbisgis/orbisgis-scripts…
j3r3m1 Mar 28, 2022
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6 changes: 3 additions & 3 deletions classification/UrbanTypo_MaPuce_BDTopo_v2/Launch_ChainUrbanTypo_MaPuce_BDTopo_v2.sh
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# Path of the data location
#############################################################
# File where are stored the list of cities to process (note that the cities to be processed should be String - even for insee codes - separated by comma and the file should be located in the same folder as the current file)
nameFileCities="allCities.csv"
nameFileCities="test_cities.csv"
outputFolder="/home/decide/Data/URBIO/Donnees_brutes/LCZ/TrainingDataSets/Indicators/"
dependentVariablePath="/home/decide/Documents/CloudS/LABSTICC/ClassificationSupervisee/Data/data_apprentissage.shp"
pathToSaveTrainingDataSet="/home/decide/Data/URBIO/Donnees_brutes/UrbanTypo/BDTOPO_V2/MaPuce/TrainingDataset/"
pathToSaveTrainingDataSet="/home/decide/Data/URBIO/Donnees_brutes/UrbanTypo/BDTOPO_V2/MaPuce/TrainingDataset2/"

##############################################################"
# Parameters to set
Expand Down Expand Up @@ -43,7 +43,7 @@ pathToSaveResultSensit="/home/decide/Data/URBIO/Donnees_brutes/UrbanTypo/BDTOPO_
# Whether of not the filename containing the dataset by city should contain the datasetName ('BDTOPO_V2' or 'OSM')
datasetByCityContainsDataset=0
# File path to save the resulting dataset WITHOUT THE EXTENSION !!
pathToSaveFinalDataset="/home/decide/Code/Intel/geoclimate/models/TRAINING_DATA_URBAN_TYPOLOGY_BDTOPO_V2_RF_1_0"
pathToSaveFinalDataset="/home/decide/Code/Intel/geoclimate/models/TRAINING_DATA_UTRF_BDTOPO_V2_RF_2_2"
thresholdCol="UNIQUENESS_VALUE:0.3"
# File where are saved all columns to use as independent variables for the training
fileNameCol2keep="cols2Keep.csv"
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2 changes: 1 addition & 1 deletion classification/UrbanTypo_MaPuce_BDTopo_v2/cols2Keep.csv
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BLOCK_AREA,BLOCK_AVG_HEIGHT_ROOF_AREA_WEIGHTED,BLOCK_BUILDING_DIRECTION_EQUALITY,BLOCK_BUILDING_DIRECTION_UNIQUENESS,BLOCK_CLOSINGNESS,BLOCK_FLOOR_AREA,BLOCK_HOLE_AREA_DENSITY,BLOCK_NET_COMPACTNESS,BLOCK_STD_HEIGHT_ROOF_AREA_WEIGHTED,BLOCK_VOLUME,BUILD_AREA,BUILD_AREA_CONCAVITY,BUILD_COMMON_WALL_FRACTION,BUILD_CONTIGUITY,BUILD_FLOOR_AREA,BUILD_FORM_FACTOR,BUILD_HEIGHT_ROOF,BUILD_HEIGHT_WALL,BUILD_LIKELIHOOD_LARGE_BUILDING,BUILD_MAIN_USE,BUILD_MINIMUM_BUILDING_SPACING,BUILD_NB_LEV,BUILD_NUMBER_BUILDING_NEIGHBOR,BUILD_PERIMETER,BUILD_PERIMETER_CONVEXITY,BUILD_RAW_COMPACTNESS,BUILD_ROAD_DISTANCE,BUILD_TOTAL_FACADE_LENGTH,BUILD_TYPE,BUILD_VOLUME,RSU_AREA,RSU_ASPECT_RATIO,RSU_AVG_HEIGHT_ROOF_AREA_WEIGHTED,RSU_AVG_MINIMUM_BUILDING_SPACING,RSU_AVG_NUMBER_BUILDING_NEIGHBOR,RSU_AVG_VOLUME,RSU_BUILDING_DIRECTION_EQUALITY,RSU_BUILDING_DIRECTION_UNIQUENESS,RSU_BUILDING_FLOOR_AREA_DENSITY,RSU_BUILDING_FRACTION,RSU_BUILDING_NUMBER_DENSITY,RSU_BUILDING_TOTAL_FRACTION,RSU_BUILDING_VOLUME_DENSITY,RSU_FREE_EXTERNAL_FACADE_DENSITY,RSU_GEOM_AVG_HEIGHT_ROOF,RSU_GROUND_LINEAR_ROAD_DENSITY,RSU_HIGH_VEGETATION_BUILDING_FRACTION,RSU_HIGH_VEGETATION_FRACTION,RSU_HIGH_VEGETATION_IMPERVIOUS_FRACTION,RSU_HIGH_VEGETATION_IMPERVIOUS_FRACTION_URB,RSU_HIGH_VEGETATION_LOW_VEGETATION_FRACTION,RSU_HIGH_VEGETATION_PERVIOUS_FRACTION_URB,RSU_HIGH_VEGETATION_ROAD_FRACTION,RSU_HIGH_VEGETATION_WATER_FRACTION,RSU_IMPERVIOUS_FRACTION,RSU_IMPERVIOUS_FRACTION_URB,RSU_LOW_VEGETATION_FRACTION,RSU_LOW_VEGETATION_FRACTION_URB,RSU_ROAD_FRACTION,RSU_ROAD_FRACTION_URB,RSU_STD_HEIGHT_ROOF_AREA_WEIGHTED,RSU_VEGETATION_FRACTION_URB,RSU_WATER_FRACTION
BLOCK_AREA,BLOCK_AVG_HEIGHT_ROOF_AREA_WEIGHTED,BLOCK_BUILDING_DIRECTION_EQUALITY,BLOCK_BUILDING_DIRECTION_UNIQUENESS,BLOCK_CLOSINGNESS,BLOCK_FLOOR_AREA,BLOCK_HOLE_AREA_DENSITY,BLOCK_NET_COMPACTNESS,BLOCK_STD_HEIGHT_ROOF_AREA_WEIGHTED,BLOCK_VOLUME,BUILD_AREA,BUILD_AREA_CONCAVITY,BUILD_COMMON_WALL_FRACTION,BUILD_CONTIGUITY,BUILD_FLOOR_AREA,BUILD_FORM_FACTOR,BUILD_HEIGHT_ROOF,BUILD_HEIGHT_WALL,BUILD_LIKELIHOOD_LARGE_BUILDING,BUILD_MAIN_USE,BUILD_MINIMUM_BUILDING_SPACING,BUILD_NB_LEV,BUILD_NUMBER_BUILDING_NEIGHBOR,BUILD_PERIMETER,BUILD_PERIMETER_CONVEXITY,BUILD_RAW_COMPACTNESS,BUILD_ROAD_DISTANCE,BUILD_TOTAL_FACADE_LENGTH,BUILD_TYPE,BUILD_VOLUME,RSU_AREA,RSU_ASPECT_RATIO,RSU_AVG_HEIGHT_ROOF_AREA_WEIGHTED,RSU_AVG_MINIMUM_BUILDING_SPACING,RSU_AVG_NUMBER_BUILDING_NEIGHBOR,RSU_AVG_VOLUME,RSU_BUILDING_DIRECTION_EQUALITY,RSU_BUILDING_DIRECTION_UNIQUENESS,RSU_BUILDING_FLOOR_AREA_DENSITY,RSU_BUILDING_FRACTION,RSU_BUILDING_NUMBER_DENSITY,RSU_BUILDING_TOTAL_FRACTION,RSU_BUILDING_VOLUME_DENSITY,RSU_FREE_EXTERNAL_FACADE_DENSITY,RSU_GEOM_AVG_HEIGHT_ROOF,RSU_GROUND_LINEAR_ROAD_DENSITY,RSU_HIGH_VEGETATION_BUILDING_FRACTION,RSU_HIGH_VEGETATION_FRACTION,RSU_HIGH_VEGETATION_IMPERVIOUS_FRACTION,RSU_HIGH_VEGETATION_IMPERVIOUS_FRACTION_UTRF,RSU_HIGH_VEGETATION_LOW_VEGETATION_FRACTION,RSU_HIGH_VEGETATION_PERVIOUS_FRACTION_UTRF,RSU_HIGH_VEGETATION_ROAD_FRACTION,RSU_HIGH_VEGETATION_WATER_FRACTION,RSU_IMPERVIOUS_FRACTION,RSU_IMPERVIOUS_FRACTION_UTRF,RSU_LOW_VEGETATION_FRACTION,RSU_LOW_VEGETATION_FRACTION_UTRF,RSU_ROAD_FRACTION,RSU_ROAD_FRACTION_UTRF,RSU_STD_HEIGHT_ROOF_AREA_WEIGHTED,RSU_VEGETATION_FRACTION_UTRF,RSU_WATER_FRACTION
2 changes: 1 addition & 1 deletion classification/UrbanTypo_MaPuce_BDTopo_v2/test_cities.csv
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"13010","13027","13066","13083","17010","17028","17032","17059","17094","17136","17193","17194","17274","17291","17300","17391","17407","17414","17420","17443","30351","31044","31052","31069","31091","31113","31116","31149","31150","31165","31187","31203","31230","31341","31395","31420","31424","31433","31445","31446","31458","31490","31506","31547","31555","31557","31588","44014","44018","44020","44026","44029","44037","44047","44070","44094","44101","44109","44130","44143","44162","44172","44190","44215","68015","68043","68056","68154","68166","68218","68224","68256","68271","68278","68300","68321","68375","68376","74010","74011","74019","74026","74067","74093","74104","74108","74112","74147","74152","74182","74213","74217","74242","74267","74268","74272","75101","75104","75105","75106","75107","75108","75109","75110","75111","75112","75113","75114","75115","75116","75117","75118","75119","75120","84007","84016","84034","84035","84036","84039","84054","84081","84087","84092","84129","84141","84142","92004","92009","92012","92025","92026","92033","92036","92040","92046","92047","92048","92049","92050","92062","92063","92064","92072","92073","92075","92076","92077","92078"
"13010","13027","13066","13083","17010","17028","17059","17094","17136","17193","17274","17291","17300","17391","17407","17414","17420","17443","30351","31044","31052","31069","31091","31113","31116","31149","31150","31160","31165","31187","31203","31230","31341","31395","31420","31424","31433","31445","31446","31458","31490","31506","31547","31555","31557","31588","44014","44018","44020","44026","44029","44037","44047","44070","44094","44101","44109","44130","44143","44162","44172","44190","44215","68015","68043","68056","68154","68166","68218","68224","68256","68271","68278","68300","68321","68375","68376","74010","74011","74019","74026","74067","74093","74104","74108","74112","74147","74152","74182","74213","74217","74242","74267","74268","74272","75101","75104","75105","75106","75107","75108","75109","75110","75111","75112","75113","75114","75115","75116","75117","75118","75119","75120","84007","84016","84034","84035","84036","84039","84054","84081","84087","84092","84129","84141","84142","92004","92009","92012","92025","92026","92033","92036","92040","92046","92047","92048","92049","92050","92062","92063","92064","92072","92073","92075","92076","92077","92078"
4 changes: 2 additions & 2 deletions classification/UrbanTypo_MaPuce_OSM/Launch_ChainUrbanTypo_MaPuce_OSM.sh
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nameFileCities="test_cities.csv"
outputFolder="/home/decide/Data/URBIO/Donnees_brutes/LCZ/TrainingDataSets/Indicators/"
dependentVariablePath="/home/decide/Documents/CloudS/LABSTICC/ClassificationSupervisee/Data/data_apprentissage"
pathToSaveTrainingDataSet="/home/decide/Data/URBIO/Donnees_brutes/UrbanTypo/OSM/MaPuce/TrainingDataset/"
pathToSaveTrainingDataSet="/home/decide/Data/URBIO/Donnees_brutes/UrbanTypo/OSM/MaPuce/TrainingDataset2/"

##############################################################"
# Parameters to set
Expand Down Expand Up @@ -43,7 +43,7 @@ pathToSaveResultSensit="/home/decide/Data/URBIO/Donnees_brutes/UrbanTypo/BDTOPO_
# Whether of not the filename containing the dataset by city should contain the datasetName ('BDTOPO_V2' or 'OSM')
datasetByCityContainsDataset=0
# File path to save the resulting dataset WITHOUT THE EXTENSION !!
pathToSaveFinalDataset="/home/decide/Code/Intel/geoclimate/models/TRAINING_DATA_URBAN_TYPOLOGY_OSM_RF_2_0"
pathToSaveFinalDataset="/home/decide/Code/Intel/geoclimate/models/TRAINING_DATA_UTRF_OSM_RF_2_2"
thresholdCol="UNIQUENESS_VALUE:0.3"
# File where are saved all columns to use as independent variables for the training
fileNameCol2keep="cols2Keep.csv"
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2 changes: 1 addition & 1 deletion classification/UrbanTypo_MaPuce_OSM/cols2Keep.csv
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BUILD_AVG_PERIMETER,BUILD_STD_PERIMETER,BUILD_AVG_AREA,BUILD_STD_AREA,BUILD_AVG_TOTAL_FACADE_LENGTH,BUILD_STD_TOTAL_FACADE_LENGTH,BUILD_STD_COMMON_WALL_FRACTION,BUILD_STD_NUMBER_BUILDING_NEIGHBOR,BUILD_AVG_AREA_CONCAVITY,BUILD_STD_AREA_CONCAVITY,BUILD_AVG_FORM_FACTOR,BUILD_STD_FORM_FACTOR,BUILD_AVG_PERIMETER_CONVEXITY,BUILD_STD_PERIMETER_CONVEXITY,BUILD_STD_MINIMUM_BUILDING_SPACING,BUILD_AVG_ROAD_DISTANCE,BUILD_STD_ROAD_DISTANCE,BUILD_AVG_LIKELIHOOD_LARGE_BUILDING,BUILD_STD_LIKELIHOOD_LARGE_BUILDING,RSU_HIGH_VEGETATION_FRACTION,RSU_HIGH_VEGETATION_WATER_FRACTION,RSU_HIGH_VEGETATION_BUILDING_FRACTION,RSU_HIGH_VEGETATION_LOW_VEGETATION_FRACTION,RSU_HIGH_VEGETATION_ROAD_FRACTION,RSU_HIGH_VEGETATION_IMPERVIOUS_FRACTION,RSU_WATER_FRACTION,RSU_BUILDING_FRACTION,RSU_LOW_VEGETATION_FRACTION,RSU_ROAD_FRACTION,RSU_IMPERVIOUS_FRACTION,RSU_VEGETATION_FRACTION_URB,RSU_LOW_VEGETATION_FRACTION_URB,RSU_HIGH_VEGETATION_IMPERVIOUS_FRACTION_URB,RSU_HIGH_VEGETATION_PERVIOUS_FRACTION_URB,RSU_ROAD_FRACTION_URB,RSU_IMPERVIOUS_FRACTION_URB,RSU_AREA,RSU_GROUND_LINEAR_ROAD_DENSITY,RSU_AVG_NUMBER_BUILDING_NEIGHBOR,RSU_AVG_MINIMUM_BUILDING_SPACING,RSU_BUILDING_NUMBER_DENSITY,RSU_BUILDING_TOTAL_FRACTION,RSU_BUILDING_DIRECTION_EQUALITY,RSU_BUILDING_DIRECTION_UNIQUENESS,BUILD_TYPE,BUILD_MAIN_USE,BUILD_PERIMETER,BUILD_AREA,BUILD_TOTAL_FACADE_LENGTH,BUILD_COMMON_WALL_FRACTION,BUILD_NUMBER_BUILDING_NEIGHBOR,BUILD_AREA_CONCAVITY,BUILD_FORM_FACTOR,BUILD_PERIMETER_CONVEXITY,BUILD_MINIMUM_BUILDING_SPACING,BUILD_ROAD_DISTANCE,BUILD_LIKELIHOOD_LARGE_BUILDING,BLOCK_AREA,BLOCK_HOLE_AREA_DENSITY,BLOCK_BUILDING_DIRECTION_EQUALITY,BLOCK_BUILDING_DIRECTION_UNIQUENESS,BLOCK_CLOSINGNESS
BUILD_AVG_PERIMETER,BUILD_STD_PERIMETER,BUILD_AVG_AREA,BUILD_STD_AREA,BUILD_AVG_TOTAL_FACADE_LENGTH,BUILD_STD_TOTAL_FACADE_LENGTH,BUILD_STD_COMMON_WALL_FRACTION,BUILD_STD_NUMBER_BUILDING_NEIGHBOR,BUILD_AVG_AREA_CONCAVITY,BUILD_STD_AREA_CONCAVITY,BUILD_AVG_FORM_FACTOR,BUILD_STD_FORM_FACTOR,BUILD_AVG_PERIMETER_CONVEXITY,BUILD_STD_PERIMETER_CONVEXITY,BUILD_STD_MINIMUM_BUILDING_SPACING,BUILD_AVG_ROAD_DISTANCE,BUILD_STD_ROAD_DISTANCE,BUILD_AVG_LIKELIHOOD_LARGE_BUILDING,BUILD_STD_LIKELIHOOD_LARGE_BUILDING,RSU_HIGH_VEGETATION_FRACTION,RSU_HIGH_VEGETATION_WATER_FRACTION,RSU_HIGH_VEGETATION_BUILDING_FRACTION,RSU_HIGH_VEGETATION_LOW_VEGETATION_FRACTION,RSU_HIGH_VEGETATION_ROAD_FRACTION,RSU_HIGH_VEGETATION_IMPERVIOUS_FRACTION,RSU_WATER_FRACTION,RSU_BUILDING_FRACTION,RSU_LOW_VEGETATION_FRACTION,RSU_ROAD_FRACTION,RSU_IMPERVIOUS_FRACTION,RSU_VEGETATION_FRACTION_UTRF,RSU_LOW_VEGETATION_FRACTION_UTRF,RSU_HIGH_VEGETATION_IMPERVIOUS_FRACTION_UTRF,RSU_HIGH_VEGETATION_PERVIOUS_FRACTION_UTRF,RSU_ROAD_FRACTION_UTRF,RSU_IMPERVIOUS_FRACTION_UTRF,RSU_AREA,RSU_GROUND_LINEAR_ROAD_DENSITY,RSU_AVG_NUMBER_BUILDING_NEIGHBOR,RSU_AVG_MINIMUM_BUILDING_SPACING,RSU_BUILDING_NUMBER_DENSITY,RSU_BUILDING_TOTAL_FRACTION,RSU_BUILDING_DIRECTION_EQUALITY,RSU_BUILDING_DIRECTION_UNIQUENESS,BUILD_TYPE,BUILD_MAIN_USE,BUILD_PERIMETER,BUILD_AREA,BUILD_TOTAL_FACADE_LENGTH,BUILD_COMMON_WALL_FRACTION,BUILD_NUMBER_BUILDING_NEIGHBOR,BUILD_AREA_CONCAVITY,BUILD_FORM_FACTOR,BUILD_PERIMETER_CONVEXITY,BUILD_MINIMUM_BUILDING_SPACING,BUILD_ROAD_DISTANCE,BUILD_LIKELIHOOD_LARGE_BUILDING,BLOCK_AREA,BLOCK_HOLE_AREA_DENSITY,BLOCK_BUILDING_DIRECTION_EQUALITY,BLOCK_BUILDING_DIRECTION_UNIQUENESS,BLOCK_CLOSINGNESS
1 change: 1 addition & 0 deletions classification/UrbanTypo_MaPuce_OSM/configFile.json
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{"description":"Apply the OSM workflow","geoclimatedb":{"path":"/tmp/geoclimate_db;AUTO_SERVER=TRUE","delete":true},"input":{"osm":["ORANGE"]},"output":{"folder":"/home/decide/Data/URBIO/Donnees_brutes/LCZ/TrainingDataSets/Indicators/OSM"},"parameters":{"indicatorUse":["URBAN_TYPOLOGY"],"svfSimplified":false,"prefixName":""}}
2 changes: 1 addition & 1 deletion classification/UrbanTypo_MaPuce_OSM/test_cities.csv
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"BARBENTANE","CHATEAURENARD","NOVES","ROGNONAS","ANGOULINS","AYTRE","BALLON","BOURGNEUF","CHATELAILLON-PLAGE","CROIX-CHAPEAU","LA JARNE","LA JARRIE","PERIGNY","PUILBOREAU","LA ROCHELLE","SAINT-ROGATIEN","SAINTE-SOULLE","SAINT-XANDRE","SALLES-SUR-MER","THAIRE","VILLENEUVE-LES-AVIGNON","BALMA","BEAUMONT-SUR-LEZE","BLAGNAC","BRUGUIERES","CASTANET-TOLOSAN","CASTELGINEST","COLOMIERS","CORNEBARRIEU","DAUX","EAUNES","FONSORBES","FROUZINS","GRATENTOUR","MERVILLE","MURET","PINSAGUEL","PLAISANCE-DU-TOUCH","PORTET-SUR-GARONNE","QUINT-FONSEGRIVES","RAMONVILLE-SAINT-AGNE","ROQUES","SAINT-JORY","SAINT-ORENS-DE-GAMEVILLE","SEYSSES","TOULOUSE","TOURNEFEUILLE","VILLENEUVE-TOLOSANE","LE BIGNON","BOUAYE","BOUGUENAIS","CARQUEFOU","LA CHAPELLE-BASSE-MER","CHATEAU-THEBAUD","COUERON","LA HAIE-FOUASSIERE","MAUVES-SUR-LOIRE","LA MONTAGNE","NANTES","PONT-SAINT-MARTIN","REZE","SAINT-HERBLAIN","SAINTE-LUCE-SUR-LOIRE","SAINT-SEBASTIEN-SUR-LOIRE","VERTOU","BALDERSHEIM","BOLLWILLER","BRUNSTATT","DIDENHEIM","ILLZACH","KINGERSHEIM","MORSCHWILLER-LE-BAS","MULHOUSE","PFASTATT","RIEDISHEIM","RIXHEIM","SAUSHEIM","STAFFELFELDEN","WITTELSHEIM","WITTENHEIM","ANNECY","ANNECY-LE-VIEUX","ARGONAY","LA BALME-DE-SILLINGY","CHAVANOD","CRAN-GEVRIER","DOUSSARD","DUINGT","EPAGNY","LATHUILE","LOVAGNY","METZ-TESSY","MEYTHET","POISY","PRINGY","SAINT-JORIOZ","SEVRIER","SEYNOD","SILLINGY","PARIS","AVIGNON","BEDARRIDES","CAUMONT-SUR-DURANCE","CAVAILLON","CHATEAUNEUF-DE-GADAGNE","COURTHEZON","L'ISLE-SUR-LA-SORGUE","MORIERES-LES-AVIGNON","LE PONTET","SORGUES","VEDENE","VELLERON","ASNIERES-SUR-SEINE","BOIS-COLOMBES","BOULOGNE-BILLANCOURT","COLOMBES","COURBEVOIE","GARCHES","GENNEVILLIERS","ISSY-LES-MOULINEAUX","MALAKOFF","MARNES-LA-COQUETTE","MEUDON","MONTROUGE","NANTERRE","PUTEAUX","RUEIL-MALMAISON","SAINT-CLOUD","SEVRES","SURESNES","VANVES","VAUCRESSON","VILLE-D'AVRAY","VILLENEUVE-LA-GARENNE"
"BARBENTANE","CHATEAURENARD","NOVES","ROGNONAS","ANGOULINS","AYTRE","BOURGNEUF","CHATELAILLON-PLAGE","CROIX-CHAPEAU","LA JARNE","PUILBOREAU","LA ROCHELLE","SAINT-ROGATIEN","SAINTE-SOULLE","SAINT-XANDRE","SALLES-SUR-MER","THAIRE","VILLENEUVE-LES-AVIGNON","BALMA","BEAUMONT-SUR-LEZE","BLAGNAC","BRUGUIERES","CASTANET-TOLOSAN","CASTELGINEST","COLOMIERS","CORNEBARRIEU","DAUX","FONSORBES","FROUZINS","GRATENTOUR","MURET","PINSAGUEL","PLAISANCE-DU-TOUCH","PORTET-SUR-GARONNE","QUINT-FONSEGRIVES","RAMONVILLE-SAINT-AGNE","ROQUES","SAINT-JORY","SAINT-ORENS-DE-GAMEVILLE","SEYSSES","TOULOUSE","TOURNEFEUILLE","VILLENEUVE-TOLOSANE","LE BIGNON","BOUAYE","BOUGUENAIS","CARQUEFOU","LA CHAPELLE-BASSE-MER","CHATEAU-THEBAUD","COUERON","LA HAIE-FOUASSIERE","MAUVES-SUR-LOIRE","NANTES","PONT-SAINT-MARTIN","REZE","SAINT-HERBLAIN","SAINTE-LUCE-SUR-LOIRE","SAINT-SEBASTIEN-SUR-LOIRE","VERTOU","BALDERSHEIM","BOLLWILLER","BRUNSTATT","DIDENHEIM","ILLZACH","KINGERSHEIM","MORSCHWILLER-LE-BAS","MULHOUSE","PFASTATT","RIEDISHEIM","RIXHEIM","SAUSHEIM","STAFFELFELDEN","WITTELSHEIM","WITTENHEIM","ANNECY","ANNECY-LE-VIEUX","ARGONAY","LA BALME-DE-SILLINGY","CHAVANOD","CRAN-GEVRIER","DOUSSARD","DUINGT","EPAGNY","LATHUILE","LOVAGNY","METZ-TESSY","MEYTHET","POISY","SAINT-JORIOZ","SEVRIER","SEYNOD","SILLINGY","PARIS","AVIGNON","BEDARRIDES","CAUMONT-SUR-DURANCE","CAVAILLON","CHATEAUNEUF-DE-GADAGNE","COURTHEZON","L'ISLE-SUR-LA-SORGUE","MORIERES-LES-AVIGNON","SORGUES","VEDENE","ASNIERES-SUR-SEINE","BOIS-COLOMBES","BOULOGNE-BILLANCOURT","COLOMBES","COURBEVOIE","GARCHES","GENNEVILLIERS","ISSY-LES-MOULINEAUX","MALAKOFF","MARNES-LA-COQUETTE","MEUDON","MONTROUGE","NANTERRE","PUTEAUX","RUEIL-MALMAISON","SAINT-CLOUD","SEVRES","SURESNES","VANVES","VAUCRESSON","VILLE-D'AVRAY","VILLENEUVE-LA-GARENNE"
2 changes: 1 addition & 1 deletion classification/buildingHeight_BDTopo_v2_OSM/Launch_ChainBuildingHeight_BDTOPO_V2_OSM.sh
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Expand Up @@ -75,7 +75,7 @@ pathToSaveResultSensit="/home/decide/Data/URBIO/Donnees_brutes/BuildingHeight/BD
datasetByCityContainsDataset=0
# File path to save the resulting dataset WITHOUT THE EXTENSION !!
pathToSaveFinalDataset="/home/decide/Code/Intel/geoclimate/models/TRAINING_DATA_BUILDINGHEIGHT_OSM_RF_1_0"
thresholdCol="UNIQUENESS_VALUE:0.95"
thresholdCol="UNIQUENESS_VALUE:0.7"
# File where are saved all columns to use as independent variables for the training
fileNameCol2keep="cols2Keep.csv"
optionalinputFileSuffix=".geojson"
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7 changes: 4 additions & 3 deletions classification/calculateIndependentVariables.groovy
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// Declaration of the maven repository
@GrabResolver(name='orbisgis', root='https://nexus.orbisgis.org/repository/orbisgis/')


// Declaration of our Nexus repository, where the geoclimate project is stored
@Grab(group='org.orbisgis.orbisprocess', module='geoclimate', version='1.0.0-SNAPSHOT', classifier='jar-with-dependencies', transitive=false)
@Grab(group='org.orbisgis.geoclimate', module='geoclimate', version='1.0.0-SNAPSHOT')

//JSON lib
@Grab(group='org.codehaus.groovy', module='groovy-json', version='3.0.4')

import org.orbisgis.orbisprocess.geoclimate.Geoclimate
import org.orbisgis.orbisprocess.geoclimate.geoindicators.Geoindicators
import org.orbisgis.geoclimate.Geoclimate
import org.orbisgis.geoclimate.Geoindicators
import org.orbisgis.orbisdata.datamanager.jdbc.h2gis.H2GIS
import org.orbisgis.orbisdata.datamanager.jdbc.*
import groovy.json.JsonOutput
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