diff --git a/Metadata.json b/Metadata.json new file mode 100644 index 0000000..4e7b62e --- /dev/null +++ b/Metadata.json @@ -0,0 +1,87 @@ +{ + "data_source": "Bilan CO2", + "description": "Centralise les données à impact climatique, les associes à des facteurs d'émissions, interpole et extrapole les données manquantes pour créer le bilan carbone", + "fields": [ + { + "name": "Year", + "description": "Année de la donnée", + "data_type": "integer" + }, + { + "name": "Campus", + "description": "Site/campus de la donnée", + "data_type": "string" + }, + { + "name": "Value", + "description": "Valeur physique de la donnée, celle-ci peut avoir plusieurs unités specifiée dans le champ 'Unit'", + "data_type": "float" + }, + { + "name": "Unit", + "description": "Unité de 'Value'", + "data_type": "string" + }, + { + "name": "Theme", + "description": "Thematique dans laquelle s'inscrit la donnée", + "data_type": "string" + }, + { + "name": "Category", + "description": "Catégorie plus précise de la Thématique", + "data_type": "string" + }, + { + "name": "Path", + "description": "Chemin vers la donnée brute", + "data_type": "string" + }, + { + "name": "Scope", + "description": "scope selon le GHG Protocol", + "data_type": "integer" + }, + { + "name": "CO2", + "description": "Quantité de CO2 émise en kg", + "data_type": "float" + }, + { + "name": "Data description", + "description": "Description de la donnée (donnée calculée/estimée/Objectif EPFL)", + "data_type": "string" + }, + { + "name": "factor name", + "description": "Nom attribué au facteur d'émission", + "data_type": "string" + }, + { + "name": "Factor (kg CO2eq)", + "description": "Facteur d'émission utilisé pour calculer l'impact CO2", + "data_type": "float" + }, + { + "name": "Source", + "description": "Source du facteur d'émission utilisé", + "data_type": "string" + } + ], + "data_quality": "Quelques données doivent être vérifiées: ALimentation 2019, les émissions de 2006, les objectifs de 2030 doivent être adaptés", + "last_updated": "2023-07-19", + "next_update": "?", + "data_owner": "Hugo Cruz", + "contact_email": "hugo.cruz@epfl.ch", + "access": "Open source", + "related_data": [ + "Population EPFL", + "Déchets EPFL", + "Inventaire EPFL" + ], + "data_dictionary": { + "Campus": "Divers: Sous-entend les quelques autres sites de l'EPFL trop petit pour être repertoriés/EPFL: Couvre l'entiereté de l'EPFL", + "Data description": "Valeur calculée: Valeur calculée à partir d'une donnée mesurée. 'Estimée': Valeur interpolée ou extrapolée sur la base du dernier point mesuré ou sur l'objectif. " + } + } + \ No newline at end of file diff --git a/README.md b/README.md index 15ba332..15e252f 100644 --- a/README.md +++ b/README.md @@ -1,88 +1,84 @@ # Bilan CO2 EPFL +Titre du projet: Bilan CO2 EPFL +Localisation sur le serveur VPT: M:\40-DURABILITE\40.04-Donnees\40.04.01-Donnees-Durabilite\Projets transversaux\Bilan_CO2 +Visualisation en ligne ou sur Tableau: https://tableau.epfl.ch/#/workbooks/692/views # Description Calcul le bilan CO2 sur la base de données provenant des differentes actions à impact de l'université. Les domaines pris en compte sont: - Mobilité (pendulaire, professionnelle) - Energie - Alimentation - Numerique - Achats (papier) Ce qui ne sont pas pris en compte pour l'instant sont: - Equipement (donnée indisponible) - Consommable (donnée indisponible) - Achats (donnée indisponible) - Construction (donnée indisponible) - Déchets (donnée sans valeur si les achats ne sont pas considérés) - Eau (donnée à faible impact CO2 mais à fort impact environnemental (stress hydrique)) # Perimètre et hypothèses: Perimètre spatial: - Energie: Tout les sites sauf Genève - Mobilité: Tout les sites - Alimentation: Campus principal - Numerique: Campus principal # Structure ./data - /Brutes: Contient quelques données d'ordre public: - Bilan_2006.xlsx: Bilan CO2 de 2006 - df_EPT.xlsx: EPT de l'EPFL - /Resultats: Contient les données générées: - L1_data.xlsx : Les valeurs physiques ayant un potentiel impact CO2 - L2_data.xlsx: Les valeurs physiques associées aux facteurs d'émissions et impact CO2 - L3A_data.xlsx: Valeurs physiques et impacts associés avec extrapolation des années où la donnée est manquante - L3A_data.xlsx: Valeurs physiques et impacts associés avec extrapolation des années où la donnée est manquante + Interpolation avec les objectifs fixés par la stratégie EPFL - emission_factor.xlsx est un excel regroupant tout les facteurs d'émissions utilisés (ou non). C'est un échantillon de plusieurs bases de données comme Ecoinvent, KBOB etc - join_factor.xlsx joint les données et les facteurs d'émissions. C'est la mapping table. Selon ce fichier, différents facteurs sont choisis, les facteurs peuvent varier en fonction de la catégorie, du campus et de l'année. - /scripts contient les scripts servant pour lire les données et les aggreger - main.py est central, il utilise la classe footprint pour générer et exporter le bilan voulu - footprint.py contient la classe footprint qui permet de générer le bilan - input_path.yaml regroupe les chemins vers les bases de données utilisées pour créer le bilan - functions.py contient différentes fonctions utiles # Data Steward (à l'EPFL) - Mobilité: - Pendulaire: - Luca Fontana & Alexia & Hugo Cruz - Voyages: - Luca Fontana & Alexia & Hugo Cruz - Energie: - David Gremaud - Déchets: - Stephen Poplineau - Numerique: - Manuel Cubero-Castan - Alimentation: - Aurore Nembrini & Hugo Cruz + # Utilisation - Clone the repository to your local machine using the command: `git clone https://c4science.ch/source/bilan_CO2.git` - Use Python 3 and install the requirements with: `pip install -r requirements.txt` - Run script/main.py by selecting the correct year of reference and local_run = True Pour des raisons de confidentialité, la donnée brute n'est pas disponible pour le public. Pour des demandes particulières, contacter hugo.cruz@epfl.ch Visualisation du bilan: -https://tableau.epfl.ch/#/workbooks/595/views +https://www.epfl.ch/about/sustainability/fr/strategie/empreinte-carbone/ + -Generer un nouveau bilan: -- Installer les dépendances - - pip install -r requirements.txt -- Adapter si besoin join_factor.xlsx - - Choisir les facteurs d'émissions à utiliser - - Choisir les campus à prendre en compte - - Choisir les années à prendre en compte -- Adapter input_path.yaml si besoin -- Lancer le script main.py # Updates à venir: - Bug si join_factor a une date sans campus -A partir de 2014, le facteur elecrtricité change \ No newline at end of file +- A partir de 2014, le facteur elecrtricité change \ No newline at end of file diff --git a/Ressources/Bilan CO2 graph.html b/Ressources/Bilan CO2 graph.html deleted file mode 100644 index bd2a674..0000000 --- a/Ressources/Bilan CO2 graph.html +++ /dev/null @@ -1,12 +0,0 @@ - - - - -Bilan CO2 graph.html - - - -
- - - diff --git a/Ressources/Bilan CO2 graph.drawio b/Ressources/Bilan CO2 graph_v2.drawio similarity index 70% rename from Ressources/Bilan CO2 graph.drawio rename to Ressources/Bilan CO2 graph_v2.drawio index 1bb6767..35b2ce3 100644 --- a/Ressources/Bilan CO2 graph.drawio +++ b/Ressources/Bilan CO2 graph_v2.drawio @@ -1,221 +1,221 @@ - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - - + + - + - + - + - - + + - + - - + + - + - - + + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + diff --git a/Ressources/Bilan CO2 graph_v2.html b/Ressources/Bilan CO2 graph_v2.html new file mode 100644 index 0000000..3e3b40b --- /dev/null +++ b/Ressources/Bilan CO2 graph_v2.html @@ -0,0 +1,11 @@ + + + + +Bilan CO2 graph + + +
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- - - - - - <formatted-text /> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 3 - 2 - 1 - - - - - - - - - - - - - - - - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Scope:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Campus:nk] - - - - - - - - - - - - - - - - - - - - - Le scope - ]]> - Æ - représente - ]]> - t CO2e pour l'année - ]]> - Æ - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] -
- - - - - - <formatted-text> - <run>Electricité Objectifs 2024 & 2030 -</run> - </formatted-text> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - "[federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_999517661596495876:qk]" - "[federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_999517661596172291:qk]" - "[federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:CO2 (copy)_999517661598375941:qk]" - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[:Measure Names] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Data description:nk] - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Category:nk] - -
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- - - - - - <formatted-text> - <run> Bilan CO2 EPFL</run> - </formatted-text> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - "Achats (estimation)" - "Alimentation" - "Numérique" - "Numérique (fabrication)" - "Mobilité pendulaire" - "Voyages professionnels" - "CAD" - "Mazout" - "Gaz" - "Electricité" - "Electricite" - - - - - - - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Scope:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Campus:nk] - - - - - - - - - - - - - - - - - - - - - - La catégorie - ]]> - est responsable d'une émission de - t CO2e]]> - en - .]]> - Cela correspond à - ]]> - % du bilan carbone de l'année. - - - - - - ]]> - % - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Objectif:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:4] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:7] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_316377907626377216:qk:3] - - - - "Gaz" - 2022 - 3600.4421622251289 - "Valeur calculée" - %null% - 9 - 9 - 38720.068732327331 - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Objectif:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:4] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:7] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_316377907626377216:qk:3] - - - - "Voyages professionnels" - 2022 - 13009.28702531819 - "Valeur calculée" - %null% - 34 - 34 - 38720.068732327331 - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Objectif:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:4] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:7] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_316377907626377216:qk:3] - - - - "Mobilité pendulaire" - 2022 - 4031.1208557980744 - "Valeur calculée" - %null% - 10 - 10 - 38720.068732327331 - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Objectif:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:4] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:7] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_316377907626377216:qk:3] - - - - "Numérique (fabrication)" - 2022 - 2900.0 - "Valeur calculée" - %null% - 7 - 7 - 38720.068732327331 - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Objectif:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:4] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:7] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_316377907626377216:qk:3] - - - - "Alimentation" - 2022 - 6061.7105909273487 - "Valeur estimée" - %null% - 16 - 16 - 38720.068732327331 - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Objectif:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:4] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:7] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_316377907626377216:qk:3] - - - - "Electricite" - 2022 - 9018.625 - %null% - 23 - 23 - 38668.288153343608 - - - - -
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Data description:nk] - - - - - - - - - - - - - - - - Year: - ]]> - Æ - Value: - MWh]]> - Æ - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Value:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] -
- - - - - - - - - - - - - - - - <_.fcp.ObjectModelEncapsulateLegacy.false...relation connection='excel-direct.0vp0ukd0lpl99t16fcifo0k00qk0' name='Sheet1' table='[Sheet1$]' type='table'> - - - - - - - - - - - - - - - - - - - - <_.fcp.ObjectModelEncapsulateLegacy.true...relation connection='excel-direct.0vp0ukd0lpl99t16fcifo0k00qk0' name='Sheet1' table='[Sheet1$]' type='table'> - - - - - - - - - - - - - - - - - - - - - - - 0 - [Sheet1] - - Count - true - - 2 - "A1:P669:no:A1:P669:0" - true - 2 - - - - Year - 20 - [Year] - [Sheet1] - Year - 0 - integer - Sum - true - - "I8" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - Campus - 130 - [Campus] - [Sheet1] - Campus - 1 - string - Count - true - - - "WSTR" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - Value - 5 - [Value] - [Sheet1] - Value - 2 - real - Sum - 15 - true - - "R8" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - Category - 130 - [Category] - [Sheet1] - Category - 3 - string - Count - true - - - "WSTR" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - Path - 130 - [Path] - [Sheet1] - Path - 4 - string - Count - true - - - "WSTR" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - Theme - 130 - [Theme] - [Sheet1] - Theme - 5 - string - Count - true - - - "WSTR" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - Scope - 20 - [Scope] - [Sheet1] - Scope - 6 - integer - Sum - true - - "I8" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - Unit - 130 - [Unit] - [Sheet1] - Unit - 7 - string - Count - true - - - "WSTR" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - CO2 - 5 - [CO2] - [Sheet1] - CO2 - 8 - real - Sum - 15 - true - - "R8" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - Data description - 130 - [Data description] - [Sheet1] - Data description - 9 - string - Count - true - - - "WSTR" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - factor name - 130 - [factor name] - [Sheet1] - factor name - 10 - string - Count - true - - - "WSTR" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - Factor (kg CO2eq) - 5 - [Factor (kg CO2eq)] - [Sheet1] - Factor (kg CO2eq) - 11 - real - Sum - 15 - true - - "R8" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - Unit_CO2 - 130 - [Unit_CO2] - [Sheet1] - Unit_CO2 - 12 - string - Count - true - - - "WSTR" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - Source - 130 - [Source] - [Sheet1] - Source - 13 - string - Count - true - - - "WSTR" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - Dataset name - 130 - [Dataset name] - [Sheet1] - Dataset name - 14 - string - Count - true - - - "WSTR" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - Objectif - 130 - [Objectif] - [Sheet1] - Objectif - 15 - string - Count - true - - - "WSTR" - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Sheet1_F706AA2D072D422D81961150A43F73A2] - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - <_.fcp.ObjectModelTableType.true...column caption='Sheet1' datatype='table' name='[__tableau_internal_object_id__].[Sheet1_F706AA2D072D422D81961150A43F73A2]' role='measure' type='quantitative' /> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - [Set 1] - [Set 3] - [Set 2] - - - - - - - - - - - - "Actual" - "Estimate" - - - - - - - - - <_.fcp.ObjectModelEncapsulateLegacy.true...object-graph> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - - - - - - - - - - - - - - - - - ]]> - -tonnes de CO2e émise par l'EPFL pour l'année - ]]> - - - - - - - -
- - - - - - <formatted-text> - <run>Bilan CO2 EPFL </run> - </formatted-text> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - "Restauration" - "Alimentation" - "Boissons" - "Coffee" - "Menu veg" - "Menu viande" - "Sandwich veg" - "Sandwich viande" - "Thé/café" - "moto/scooter" - "Mobilité pendulaire" - "moto" - "transports publics" - "Total Domestique" - "Europcar - véhicule de location" - "Mobility diesel" - "Mobility essence" - "Véhicules de service diesel" - "Véhicules de service essence" - "Véhicules privés" - "voiture" - "Avion staff" - "Total International" - "Avion etudiant-e-s" - "Voyages professionnels" - "Avion collaborateur-trice-s" - "Numérique (fabrication)" - "CAD" - "Mazout" - "Gaz" - "Electricité" - "Electricite" - - - - - - - - - - - - - - - - - - - - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Category:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Scope:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Campus:nk] - - - - - - - - - - - - - - - - - - - - - - - Category: - ]]> - Æ - Thème: - ]]> - Æ - Année: - ]]> - Æ - Facteur d'émission: - <[federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Calculation_1052997914208116742:nk]>]]> - Æ - CO2 (kg): - ]]> - Æ - ]]> - - - - - < - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:2] - > % - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:CO2:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] -
- - - - - - <formatted-text /> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 3 - 2 - 1 - - - - - - - - - - - - - - - - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Scope:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Campus:nk] - - - - - - - - - - - - - - - - - - - - - Le scope - ]]> - Æ - représente - ]]> - t CO2e pour l'année - ]]> - Æ - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] -
- - - - - - <formatted-text> - <run>Electricité Objectifs 2024 & 2030 -</run> - </formatted-text> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - "[federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_999517661596495876:qk]" - "[federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_999517661596172291:qk]" - "[federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:CO2 (copy)_999517661598375941:qk]" - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[:Measure Names] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Data description:nk] - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Category:nk] - -
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - "Achats (estimation)" - "Numérique (fabrication)" - "Alimentation" - "CAD" - "Electricite" - "Gaz" - "Mazout" - "Mobilité pendulaire" - "Voyages professionnels" - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Path:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - - - - - - - - - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Path:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] -
- - - - - - <formatted-text> - <run> Bilan CO2 EPFL</run> - </formatted-text> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - "Achats (estimation)" - "Alimentation" - "Numérique" - "Numérique (fabrication)" - "Mobilité pendulaire" - "Voyages professionnels" - "CAD" - "Mazout" - "Gaz" - "Electricité" - "Electricite" - - - - - - - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Scope:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Campus:nk] - - - - - - - - - - - - - - - - - - - - - - La catégorie - ]]> - est responsable d'une émission de - t CO2e]]> - en - .]]> - Cela correspond à - ]]> - % du bilan carbone de l'année. - - - - - - ]]> - % - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Objectif:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:4] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:7] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_316377907626377216:qk:3] - - - - "Gaz" - 2022 - 3600.4421622251289 - "Valeur calculée" - %null% - 9 - 9 - 38720.068732327331 - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Objectif:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:4] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:7] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_316377907626377216:qk:3] - - - - "Voyages professionnels" - 2022 - 13009.28702531819 - "Valeur calculée" - %null% - 34 - 34 - 38720.068732327331 - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Objectif:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:4] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:7] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_316377907626377216:qk:3] - - - - "Mobilité pendulaire" - 2022 - 4031.1208557980744 - "Valeur calculée" - %null% - 10 - 10 - 38720.068732327331 - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Objectif:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:4] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:7] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_316377907626377216:qk:3] - - - - "Numérique (fabrication)" - 2022 - 2900.0 - "Valeur calculée" - %null% - 7 - 7 - 38720.068732327331 - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Data description:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Objectif:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:4] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:7] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_316377907626377216:qk:3] - - - - "Alimentation" - 2022 - 6061.7105909273487 - "Valeur estimée" - %null% - 16 - 16 - 38720.068732327331 - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Calculation_316377907629977601:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[attr:Objectif:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:4] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_1052997914215399431:qk:7] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[usr:Calculation_316377907626377216:qk:3] - - - - "Electricite" - 2022 - 9018.625 - %null% - 23 - 23 - 38668.288153343608 - - - - -
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Theme:nk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Data description:nk] - - - - - - - - - - - - - - - - Year: - ]]> - Æ - Value: - MWh]]> - Æ - - - - - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[sum:Value:qk] - [federated.1vvrr5x1t7r13w1ei0rzz04rhce3].[none:Year:ok] -
- - - - - -