diff --git a/docker-compose.yml b/docker-compose.yml index d1fd94d12..636ae757a 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -103,7 +103,7 @@ services: #entrypoint: ["python", "quotaclimat/data_processing/mediatree/api_import.py"] environment: ENV: docker # change me to prod for real cases - LOGLEVEL: DEBUG # Change me to info (debug, info, warning, error) to have less log + LOGLEVEL: INFO # Change me to info (debug, info, warning, error) to have less log PYTHONPATH: /app POSTGRES_USER: user POSTGRES_DB: barometre @@ -116,8 +116,8 @@ services: #UPDATE: "true" # to batch update PG #UPDATE_PROGRAM_ONLY: "true" # to batch update PG but only channel with program # START_OFFSET: 100 # to batch update PG from a offset - START_DATE: 1714026680 # to test batch import - CHANNEL : france2 # to reimport only one channel + START_DATE: 1717127469 # to test batch import + # CHANNEL : france2 # to reimport only one channel MEDIATREE_USER : /run/secrets/username_api MEDIATREE_PASSWORD: /run/secrets/pwd_api MEDIATREE_AUTH_URL: https://keywords.mediatree.fr/api/auth/token/ diff --git a/econ_from_excel_to_json.py b/econ_from_excel_to_json.py new file mode 100644 index 000000000..13765178d --- /dev/null +++ b/econ_from_excel_to_json.py @@ -0,0 +1,24 @@ +import json +import pandas as pd + +input_file_path = 'C:/Users/RaphaëldiPIAZZA/OneDrive - eleven/0_ADMIN/EXTERNE/Baromètre/eco/mots_cles_econ.xlsx' +output_file_path = 'keywords_economie.json' + +df = pd.read_excel(input_file_path) + +KEY_WORDS_ECONOMIE = [] + +for index, row in df.iterrows(): + theme_name = 'economie' + if pd.isna(row['Thème']): + row['Thème'] = '' + cur_dict = { + 'keyword': row['Mot clé'] + , 'category': row['Thème'] + } + KEY_WORDS_ECONOMIE.append(cur_dict) + +with open(output_file_path, 'w', encoding='utf-8') as file: + json.dump(KEY_WORDS_ECONOMIE, file, ensure_ascii=False, indent=4) + +print(f"Keywords written in {output_file_path}") \ No newline at end of file diff --git a/host.json b/host.json new file mode 100644 index 000000000..9df913614 --- /dev/null +++ b/host.json @@ -0,0 +1,15 @@ +{ + "version": "2.0", + "logging": { + "applicationInsights": { + "samplingSettings": { + "isEnabled": true, + "excludedTypes": "Request" + } + } + }, + "extensionBundle": { + "id": "Microsoft.Azure.Functions.ExtensionBundle", + "version": "[4.*, 5.0.0)" + } +} \ No newline at end of file diff --git a/keywords_economie.json b/keywords_economie.json new file mode 100644 index 000000000..27c42ec16 --- /dev/null +++ b/keywords_economie.json @@ -0,0 +1,414 @@ +[ + { + "keyword": "Bercy", + "category": "France Général" + }, + { + "keyword": "Bruno le Maire", + "category": "France Général" + }, + { + "keyword": "Budget de l'État", + "category": "France Général" + }, + { + "keyword": "Budget de la France", + "category": "France Général" + }, + { + "keyword": "Réformes des retraites", + "category": "France Général" + }, + { + "keyword": "Réforme du travail", + "category": "France Général" + }, + { + "keyword": "Prime Macron", + "category": "France Général" + }, + { + "keyword": "Choose France", + "category": "France Général" + }, + { + "keyword": "Économies budgétaires", + "category": "France Général" + }, + { + "keyword": "Superprofits", + "category": "France Général" + }, + { + "keyword": "Croissance économique", + "category": "Macro-économie" + }, + { + "keyword": "Inflation", + "category": "Macro-économie" + }, + { + "keyword": "Taux d'intérêt", + "category": "Macro-économie" + }, + { + "keyword": "Politique monétaire", + "category": "Macro-économie" + }, + { + "keyword": "Politique fiscale", + "category": "Macro-économie" + }, + { + "keyword": "Déficit budgétaire", + "category": "Macro-économie" + }, + { + "keyword": "Dette publique", + "category": "Macro-économie" + }, + { + "keyword": "Marché du travail", + "category": "Macro-économie" + }, + { + "keyword": "Indicateurs économiques", + "category": "Macro-économie" + }, + { + "keyword": "Produit Intérieur Brut", + "category": "Macro-économie" + }, + { + "keyword": "PIB", + "category": "Macro-économie" + }, + { + "keyword": "Fiscalité", + "category": "Macro-économie" + }, + { + "keyword": "Crise économique", + "category": "Macro-économie" + }, + { + "keyword": "Fraude fiscale", + "category": "Macro-économie" + }, + { + "keyword": "Conjoncture économique", + "category": "Macro-économie" + }, + { + "keyword": "Indices boursiers", + "category": "Finance" + }, + { + "keyword": "Trading", + "category": "Finance" + }, + { + "keyword": "Trader", + "category": "Finance" + }, + { + "keyword": "Action en bourse", + "category": "Finance" + }, + { + "keyword": "Bourse", + "category": "Finance" + }, + { + "keyword": "CAC 40", + "category": "Finance" + }, + { + "keyword": "Entrepreneuriat", + "category": "Entreprises" + }, + { + "keyword": "Startups", + "category": "Entreprises" + }, + { + "keyword": "Aide aux entreprises", + "category": "Entreprises" + }, + { + "keyword": "Salaire", + "category": "Entreprises" + }, + { + "keyword": "Chômage", + "category": "Entreprises" + }, + { + "keyword": "Accords commerciaux", + "category": "Commerce international" + }, + { + "keyword": "Mondialisation", + "category": "Commerce international" + }, + { + "keyword": "Exportations", + "category": "Commerce international" + }, + { + "keyword": "Importations", + "category": "Commerce international" + }, + { + "keyword": "Compétitivité", + "category": "Commerce international" + }, + { + "keyword": "Investissement", + "category": "Commerce international" + }, + { + "keyword": "Relations commerciales", + "category": "Commerce international" + }, + { + "keyword": "Déficit commerical", + "category": "Commerce international" + }, + { + "keyword": "Inégalités économiques", + "category": "Social" + }, + { + "keyword": "Redistribution des richesses", + "category": "Social" + }, + { + "keyword": "Protection sociale", + "category": "Social" + }, + { + "keyword": "Pauvreté", + "category": "Social" + }, + { + "keyword": "Emploi précaire", + "category": "Social" + }, + { + "keyword": "SMIC", + "category": "Social" + }, + { + "keyword": "Pouvoir d'achat", + "category": "Social" + }, + { + "keyword": "Grève", + "category": "Social" + }, + { + "keyword": "Impôts", + "category": "Social" + }, + { + "keyword": "Précarité", + "category": "Social" + }, + { + "keyword": "Prix", + "category": "" + }, + { + "keyword": "Inflation ", + "category": "" + }, + { + "keyword": "Inversion des courbes", + "category": "" + }, + { + "keyword": "Déflation", + "category": "" + }, + { + "keyword": "Récession", + "category": "" + }, + { + "keyword": "Taux de change", + "category": "" + }, + { + "keyword": "Economie", + "category": "" + }, + { + "keyword": "Politique économique", + "category": "" + }, + { + "keyword": "Zone euro", + "category": "" + }, + { + "keyword": "BCE", + "category": "" + }, + { + "keyword": "Banque centrale européenne", + "category": "" + }, + { + "keyword": "Banque de France", + "category": "" + }, + { + "keyword": "Endettement", + "category": "" + }, + { + "keyword": "Dette française", + "category": "" + }, + { + "keyword": "Niveau d'emploi", + "category": "" + }, + { + "keyword": "Difficultés de recrutement", + "category": "" + }, + { + "keyword": "Actifs", + "category": "" + }, + { + "keyword": "Droits de douane", + "category": "" + }, + { + "keyword": "Concurrence", + "category": "" + }, + { + "keyword": "TVA", + "category": "" + }, + { + "keyword": "Taxe sur la valeur ajoutée", + "category": "" + }, + { + "keyword": "Taxe", + "category": "HRFP" + }, + { + "keyword": "Taxe carbone", + "category": "" + }, + { + "keyword": "Réforme de l'assurance chômage", + "category": "" + }, + { + "keyword": "Assurance chômage", + "category": "HRFP" + }, + { + "keyword": "Industrie", + "category": "" + }, + { + "keyword": "Politique industrielle", + "category": "" + }, + { + "keyword": "Création d'emploi", + "category": "" + }, + { + "keyword": "Secteurs de l'économie", + "category": "" + }, + { + "keyword": "Dérapage budgétaire", + "category": "" + }, + { + "keyword": "Traité de Maastricht", + "category": "" + }, + { + "keyword": "Pacte de stabilité et de croissance", + "category": "" + }, + { + "keyword": "Dow Jones", + "category": "" + }, + { + "keyword": "Euronext 100", + "category": "" + }, + { + "keyword": "DAX", + "category": "" + }, + { + "keyword": "économiste", + "category": "" + }, + { + "keyword": "prix à la pompe", + "category": "" + }, + { + "keyword": "prix du carburant", + "category": "" + }, + { + "keyword": "prix de l'énergie", + "category": "" + }, + { + "keyword": "augmentation des prix", + "category": "" + }, + { + "keyword": "prix en hausse", + "category": "" + }, + { + "keyword": "prix en baisse", + "category": "" + }, + { + "keyword": "taux d'intérêt", + "category": "" + }, + { + "keyword": "prime", + "category": "" + }, + { + "keyword": "aides", + "category": "" + }, + { + "keyword": "plan de réindustrialisation", + "category": "" + }, + { + "keyword": "précaire", + "category": "" + }, + { + "keyword": "emploi", + "category": "" + }, + { + "keyword": "licenciement", + "category": "" + } +] \ No newline at end of file diff --git a/local.settings.json b/local.settings.json new file mode 100644 index 000000000..9789e8b41 --- /dev/null +++ b/local.settings.json @@ -0,0 +1,8 @@ +{ + "IsEncrypted": false, + "Values": { + "AzureWebJobsStorage": "", + "FUNCTIONS_WORKER_RUNTIME": "python", + "AzureWebJobsFeatureFlags": "EnableWorkerIndexing" + } +} \ No newline at end of file diff --git a/quotaclimat/data_processing/mediatree/api_import.py b/quotaclimat/data_processing/mediatree/api_import.py index ae62a53d3..b7813ab42 100644 --- a/quotaclimat/data_processing/mediatree/api_import.py +++ b/quotaclimat/data_processing/mediatree/api_import.py @@ -265,11 +265,6 @@ async def main(): sys.exit(0) if __name__ == "__main__": - getLogger() - asyncio.run(main()) - sys.exit(0) - -def main_raph(): getLogger() asyncio.run(main()) sys.exit(0) \ No newline at end of file diff --git a/quotaclimat/data_processing/mediatree/detect_keywords.py b/quotaclimat/data_processing/mediatree/detect_keywords.py index e904456a7..2664189cf 100644 --- a/quotaclimat/data_processing/mediatree/detect_keywords.py +++ b/quotaclimat/data_processing/mediatree/detect_keywords.py @@ -143,12 +143,6 @@ def get_themes_keywords_duration(plaintext: str, subtitle_duration: List[str], s keywords_with_timestamp = filter_keyword_with_same_timestamp(keywords_with_timestamp) filtered_keywords_with_timestamp = filter_indirect_words(keywords_with_timestamp) - - # - logging.error( - f'ICI PAUL: {count_keywords_duration_overlap(filtered_keywords_with_timestamp, start,"economie")}' - ) - # return [ get_themes(keywords_with_timestamp), @@ -169,7 +163,7 @@ def get_themes_keywords_duration(plaintext: str, subtitle_duration: List[str], s ] else: - return [None,None,None,None,None,None,None,None,None,None,None,None,None,None] + return [None,None,None,None,None,None,None,None,None,None,None,None,None,None,None] def get_themes(keywords_with_timestamp: List[dict]) -> List[str]: return list(set([kw['theme'] for kw in keywords_with_timestamp])) @@ -250,7 +244,10 @@ def count_keywords_duration_overlap(keywords_with_timestamp: List[dict], start: if theme is not None: logging.debug(f"filter theme {theme}") keywords_with_timestamp = list(filter(lambda kw: kw['theme'] == theme, keywords_with_timestamp)) - + else: + logging.debug(f"all but economie") + keywords_with_timestamp = list(filter(lambda kw: kw['theme'] != 'economie', keywords_with_timestamp)) + length_filtered_items = len(keywords_with_timestamp) if length_filtered_items > 0: diff --git a/quotaclimat/data_processing/mediatree/keyword/keyword.py b/quotaclimat/data_processing/mediatree/keyword/keyword.py index 309a22614..80101ed9a 100644 --- a/quotaclimat/data_processing/mediatree/keyword/keyword.py +++ b/quotaclimat/data_processing/mediatree/keyword/keyword.py @@ -2,6 +2,4458 @@ # To generate the keywords, we used the following process: poetry run python3 transform_excel_to_json.py for both files THEME_KEYWORDS = { "economie": [ - {'keyword': 'Bercy', 'category': 'France'}, {'keyword': 'Bruno le Maire', 'category': 'France'}, {'keyword': "Budget de l'État", 'category': 'France'}, {'keyword': 'Budget de la France', 'category': 'France'}, {'keyword': 'Réformes des retraites', 'category': 'France'}, {'keyword': 'Réforme du travail', 'category': 'France'}, {'keyword': 'Prime Macron', 'category': 'France'}, {'keyword': 'Choose France', 'category': 'France'}, {'keyword': 'Économies budgétaires', 'category': 'France'}, {'keyword': 'Superprofits', 'category': 'France'}, {'keyword': 'Croissance économique', 'category': 'Macroéconomie'}, {'keyword': 'Inflation', 'category': 'Macroéconomie'}, {'keyword': "Taux d'intérêt", 'category': 'Macroéconomie'}, {'keyword': 'Politique monétaire', 'category': 'Macroéconomie'}, {'keyword': 'Politique fiscale', 'category': 'Macroéconomie'}, {'keyword': 'Déficit budgétaire', 'category': 'Macroéconomie'}, {'keyword': 'Dette publique', 'category': 'Macroéconomie'}, {'keyword': 'Marché du travail', 'category': 'Macroéconomie'}, {'keyword': 'Indicateurs économiques', 'category': 'Macroéconomie'}, {'keyword': 'Produit Intérieur Brut', 'category': 'Macroéconomie'}, {'keyword': 'PIB', 'category': 'Macroéconomie'}, {'keyword': 'Fiscalité', 'category': 'Macroéconomie'}, {'keyword': 'Crise économique', 'category': 'Macroéconomie'}, {'keyword': 'Fraude fiscale', 'category': 'Macroéconomie'}, {'keyword': 'Bourse', 'category': 'Finance'}, {'keyword': 'Actions', 'category': 'Finance'}, {'keyword': 'Indices boursiers', 'category': 'Finance'}, {'keyword': 'Trading', 'category': 'Finance'}, {'keyword': 'Trader', 'category': 'Finance'}, {'keyword': 'Entrepreneuriat', 'category': 'Entreprises'}, {'keyword': 'Startups', 'category': 'Entreprises'}, {'keyword': 'Aide aux entreprises', 'category': 'Entreprises'}, {'keyword': 'CAC 40', 'category': 'Entreprises'}, {'keyword': 'Bénéfices', 'category': 'Entreprises'}, {'keyword': 'Salaires', 'category': 'Entreprises'}, {'keyword': 'Chomage', 'category': 'Entreprises'}, {'keyword': 'Accords commerciaux', 'category': 'Commerce international'}, {'keyword': 'Mondialisation', 'category': 'Commerce international'}, {'keyword': 'Exportations', 'category': 'Commerce international'}, {'keyword': 'Importations', 'category': 'Commerce international'}, {'keyword': 'Compétitivité', 'category': 'Commerce international'}, {'keyword': 'Investissement', 'category': 'Commerce international'}, {'keyword': 'Relations commerciales', 'category': 'Commerce international'}, {'keyword': 'Déficit commerical', 'category': 'Commerce international'}, {'keyword': 'Inégalités économiques', 'category': 'Social'}, {'keyword': 'Redistribution des richesses', 'category': 'Social'}, {'keyword': 'Protection sociale', 'category': 'Social'}, {'keyword': 'Pauvreté', 'category': 'Social'}, {'keyword': 'Emploi précaire', 'category': 'Social'}, {'keyword': 'SMIC', 'category': 'Social'}, {'keyword': "Pouvoir d'achat", 'category': 'Social'}, {'keyword': 'Grève', 'category': 'Social'}, {'keyword': 'Impôts', 'category': 'Social'}, {'keyword': 'Précarité', 'category': 'Social'} + { + "keyword": "Bercy", + "category": "France Général" + }, + { + "keyword": "Bruno le Maire", + "category": "France Général" + }, + { + "keyword": "Budget de l'État", + "category": "France Général" + }, + { + "keyword": "Budget de la France", + "category": "France Général" + }, + { + "keyword": "Réformes des retraites", + "category": "France Général" + }, + { + "keyword": "Réforme du travail", + "category": "France Général" + }, + { + "keyword": "Prime Macron", + "category": "France Général" + }, + { + "keyword": "Choose France", + "category": "France Général" + }, + { + "keyword": "Économies budgétaires", + "category": "France Général" + }, + { + "keyword": "Superprofits", + "category": "France Général" + }, + { + "keyword": "Croissance économique", + "category": "Macro-économie" + }, + { + "keyword": "Inflation", + "category": "Macro-économie" + }, + { + "keyword": "Taux d'intérêt", + "category": "Macro-économie" + }, + { + "keyword": "Politique monétaire", + "category": "Macro-économie" + }, + { + "keyword": "Politique fiscale", + "category": "Macro-économie" + }, + { + "keyword": "Déficit budgétaire", + "category": "Macro-économie" + }, + { + "keyword": "Dette publique", + "category": "Macro-économie" + }, + { + "keyword": "Marché du travail", + "category": "Macro-économie" + }, + { + "keyword": "Indicateurs économiques", + "category": "Macro-économie" + }, + { + "keyword": "Produit Intérieur Brut", + "category": "Macro-économie" + }, + { + "keyword": "PIB", + "category": "Macro-économie" + }, + { + "keyword": "Fiscalité", + "category": "Macro-économie" + }, + { + "keyword": "Crise économique", + "category": "Macro-économie" + }, + { + "keyword": "Fraude fiscale", + "category": "Macro-économie" + }, + { + "keyword": "Conjoncture économique", + "category": "Macro-économie" + }, + { + "keyword": "Indices boursiers", + "category": "Finance" + }, + { + "keyword": "Trading", + "category": "Finance" + }, + { + "keyword": "Trader", + "category": "Finance" + }, + { + "keyword": "Action en bourse", + "category": "Finance" + }, + { + "keyword": "Bourse", + "category": "Finance" + }, + { + "keyword": "CAC 40", + "category": "Finance" + }, + { + "keyword": "Entrepreneuriat", + "category": "Entreprises" + }, + { + "keyword": "Startups", + "category": "Entreprises" + }, + { + "keyword": "Aide aux entreprises", + "category": "Entreprises" + }, + { + "keyword": "Salaire", + "category": "Entreprises" + }, + { + "keyword": "Chômage", + "category": "Entreprises" + }, + { + "keyword": "Accords commerciaux", + "category": "Commerce international" + }, + { + "keyword": "Mondialisation", + "category": "Commerce international" + }, + { + "keyword": "Exportations", + "category": "Commerce international" + }, + { + "keyword": "Importations", + "category": "Commerce international" + }, + { + "keyword": "Compétitivité", + "category": "Commerce international" + }, + { + "keyword": "Investissement", + "category": "Commerce international" + }, + { + "keyword": "Relations commerciales", + "category": "Commerce international" + }, + { + "keyword": "Déficit commerical", + "category": "Commerce international" + }, + { + "keyword": "Inégalités économiques", + "category": "Social" + }, + { + "keyword": "Redistribution des richesses", + "category": "Social" + }, + { + "keyword": "Protection sociale", + "category": "Social" + }, + { + "keyword": "Pauvreté", + "category": "Social" + }, + { + "keyword": "Emploi précaire", + "category": "Social" + }, + { + "keyword": "SMIC", + "category": "Social" + }, + { + "keyword": "Pouvoir d'achat", + "category": "Social" + }, + { + "keyword": "Grève", + "category": "Social" + }, + { + "keyword": "Impôts", + "category": "Social" + }, + { + "keyword": "Précarité", + "category": "Social" + }, + { + "keyword": "Prix", + "category": "" + }, + { + "keyword": "Inflation ", + "category": "" + }, + { + "keyword": "Inversion des courbes", + "category": "" + }, + { + "keyword": "Déflation", + "category": "" + }, + { + "keyword": "Récession", + "category": "" + }, + { + "keyword": "Taux de change", + "category": "" + }, + { + "keyword": "Economie", + "category": "" + }, + { + "keyword": "Politique économique", + "category": "" + }, + { + "keyword": "Zone euro", + "category": "" + }, + { + "keyword": "BCE", + "category": "" + }, + { + "keyword": "Banque centrale européenne", + "category": "" + }, + { + "keyword": "Banque de France", + "category": "" + }, + { + "keyword": "Endettement", + "category": "" + }, + { + "keyword": "Dette française", + "category": "" + }, + { + "keyword": "Niveau d'emploi", + "category": "" + }, + { + "keyword": "Difficultés de recrutement", + "category": "" + }, + { + "keyword": "Actifs", + "category": "" + }, + { + "keyword": "Droits de douane", + "category": "" + }, + { + "keyword": "Concurrence", + "category": "" + }, + { + "keyword": "TVA", + "category": "" + }, + { + "keyword": "Taxe sur la valeur ajoutée", + "category": "" + }, + { + "keyword": "Taxe", + "category": "HRFP" + }, + { + "keyword": "Taxe carbone", + "category": "" + }, + { + "keyword": "Réforme de l'assurance chômage", + "category": "" + }, + { + "keyword": "Assurance chômage", + "category": "HRFP" + }, + { + "keyword": "Industrie", + "category": "" + }, + { + "keyword": "Politique industrielle", + "category": "" + }, + { + "keyword": "Création d'emploi", + "category": "" + }, + { + "keyword": "Secteurs de l'économie", + "category": "" + }, + { + "keyword": "Dérapage budgétaire", + "category": "" + }, + { + "keyword": "Traité de Maastricht", + "category": "" + }, + { + "keyword": "Pacte de stabilité et de croissance", + "category": "" + }, + { + "keyword": "Dow Jones", + "category": "" + }, + { + "keyword": "Euronext 100", + "category": "" + }, + { + "keyword": "DAX", + "category": "" + }, + { + "keyword": "économiste", + "category": "" + }, + { + "keyword": "prix à la pompe", + "category": "" + }, + { + "keyword": "prix du carburant", + "category": "" + }, + { + "keyword": "prix de l'énergie", + "category": "" + }, + { + "keyword": "augmentation des prix", + "category": "" + }, + { + "keyword": "prix en hausse", + "category": "" + }, + { + "keyword": "prix en baisse", + "category": "" + }, + { + "keyword": "taux d'intérêt", + "category": "" + }, + { + "keyword": "prime", + "category": "" + }, + { + "keyword": "aides", + "category": "" + }, + { + "keyword": "plan de réindustrialisation", + "category": "" + }, + { + "keyword": "précaire", + "category": "" + }, + { + "keyword": "emploi", + "category": "" + }, + { + "keyword": "licenciement", + "category": "" + } +] + , "adaptation_climatique_solutions": [ + { + "keyword": "adaptation au changement climatique", + "category": "General" + }, + { + "keyword": "adaptation au dérèglement climatique", + "category": "General" + }, + { + "keyword": "adaptation au réchauffement climatique", + "category": "General" + }, + { + "keyword": "adaptation climatique", + "category": "General" + }, + { + "keyword": "renforcer les digues", + "category": "Eau" + }, + { + "keyword": "renforcer les dunes", + "category": "Ecosystème" + }, + { + "keyword": "gestion du littoral", + "category": "Ecosystème" + }, + { + "keyword": "prévention des inondations", + "category": "General" + }, + { + "keyword": "limiter l’érosion des côtes", + "category": "General" + }, + { + "keyword": "lutter contre l’érosion", + "category": "General" + }, + { + "keyword": "Réutilisation des eaux usées traitées", + "category": "Eau" + }, + { + "keyword": "îlots de fraîcheur", + "category": "Ecosystème" + }, + { + "keyword": "prévention des catastrophes naturelles", + "category": "General" + }, + { + "keyword": "agroforesterie", + "category": "Agriculture" + }, + { + "keyword": "Amélioration des pratiques d’élevages", + "category": "Agriculture" + }, + { + "keyword": "aquaculture durable", + "category": "Agriculture" + }, + { + "keyword": "Désalinisation des eaux", + "category": "Eau" + }, + { + "keyword": "économie d’eau", + "category": "Eau" + }, + { + "keyword": "Gestion de la ressource en eau", + "category": "Eau" + }, + { + "keyword": "gestion durable des forêts", + "category": "Ecosystème" + }, + { + "keyword": "gestion durable des terres cultivables", + "category": "Agriculture" + }, + { + "keyword": "lutte contre le gaspillage d’eau", + "category": "Eau" + }, + { + "keyword": "pêche durable", + "category": "Agriculture" + }, + { + "keyword": "réduction de la demande en eau", + "category": "Eau" + }, + { + "keyword": "réduire l’élevage intensif", + "category": "Agriculture" + }, + { + "keyword": "reforestation", + "category": "Ecosystème" + }, + { + "keyword": "renaturer", + "category": "Ecosystème" + }, + { + "keyword": "réserve 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"keyword": "énergie solaire", + "category": "Energie" + }, + { + "keyword": "énergie verte", + "category": "Energie" + }, + { + "keyword": "éolien", + "category": "Energie" + }, + { + "keyword": "EPR", + "category": "Energie" + }, + { + "keyword": "géothermie", + "category": "Energie" + }, + { + "keyword": "hydroélectricité", + "category": "Energie" + }, + { + "keyword": "hydrogène vert", + "category": "Energie" + }, + { + "keyword": "moins polluant", + "category": "General" + }, + { + "keyword": "protection des tourbières", + "category": "Ecosystème" + }, + { + "keyword": "quota de pêche", + "category": "Agriculture" + }, + { + "keyword": "réduction des gaspillages énergétiques", + "category": "Energie" + }, + { + "keyword": "réduction du gaspillage alimentaire", + "category": "Economie des ressources (plastique, déchet, etc.)" + }, + { + "keyword": "réduction du gaspillage énergétique", + "category": "Energie" + }, + { + "keyword": "reforestation", + "category": "Ecosystème" + }, + { 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"category": "Ecosystème" + }, + { + "keyword": "protection des côtes", + "category": "Ecosystème" + }, + { + "keyword": "Corridor écologique", + "category": "Ecosystème" + }, + { + "keyword": "végétalisation des espaces urbains", + "category": "Ecosystème" + }, + { + "keyword": "végétalisation des villes", + "category": "Ecosystème" + }, + { + "keyword": "réserve naturelle", + "category": "Ecosystème" + }, + { + "keyword": "réserve de biosphère", + "category": "Ecosystème" + }, + { + "keyword": "transition agroécologique", + "category": "Agriculture" + }, + { + "keyword": "pratiques agricoles durables", + "category": "Agriculture" + }, + { + "keyword": "espèces protégées", + "category": "Ecosystème" + }, + { + "keyword": "protection des espèces", + "category": "Ecosystème" + }, + { + "keyword": "protection de la barrière de corail", + "category": "Ecosystème" + }, + { + "keyword": "protection des coraux", + "category": "Ecosystème" + }, + { + "keyword": "protection du récif corallien", 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}, + { + "keyword": "résilience des écosystèmes", + "category": "" + }, + { + "keyword": "écosystèmes dégradés", + "category": "" + }, + { + "keyword": "dégradation des écosystèmes", + "category": "" + }, + { + "keyword": "IPBES", + "category": "" + }, + { + "keyword": "Fertilité des sols", + "category": "" + }, + { + "keyword": "Intégrité écologique", + "category": "" + }, + { + "keyword": "Convention des Nations unies sur la diversité biologique", + "category": "" + }, + { + "keyword": "CDB", + "category": "" + }, + { + "keyword": "COP biodiversité", + "category": "" + }, + { + "keyword": "COP sur la biodiversité", + "category": "" + }, + { + "keyword": "sommet sur la biodiversité", + "category": "" + }, + { + "keyword": "COP de Montréal", + "category": "" + }, + { + "keyword": "COP15", + "category": "" + }, + { + "keyword": "COP 15", + "category": "" + }, + { + "keyword": "COP quinze", + "category": "" + }, + { + "keyword": "Union internationale pour la conservation de la nature", + "category": "" + }, + { + "keyword": "UICN", + "category": "" + } + ], + "biodiversite_concepts_generaux_indirectes": [ + { + "keyword": "planète", + "category": "" + }, + { + "keyword": "planétaire", + "category": "" + }, + { + "keyword": "terre", + "category": "" + }, + { + "keyword": "eau", + "category": "" + }, + { + "keyword": "eaux", + "category": "" + }, + { + "keyword": "mer", + "category": "" + }, + { + "keyword": "océan", + "category": "" + }, + { + "keyword": "vivant", + "category": "" + }, + { + "keyword": "corail", + "category": "" + }, + { + "keyword": "coraux", + "category": "" + }, + { + "keyword": "récif corallien", + "category": "" + }, + { + "keyword": "poisson", + "category": "" + }, + { + "keyword": "abeille", + "category": "" + }, + { + "keyword": "insecte", + "category": "" + }, + { + "keyword": "écosystème", + "category": "" + }, + { + "keyword": "pollinisation", + "category": "" + }, + { + "keyword": "forêt", + "category": "" + }, + { + "keyword": "marais", + "category": "" + }, + { + "keyword": "nature", + "category": "" + }, + { + "keyword": "naturel", + "category": "" + }, + { + "keyword": "naturelle", + "category": "" + }, + { + "keyword": "environnement", + "category": "" + }, + { + "keyword": "environnemental", + "category": "" + }, + { + "keyword": "environnementaux", + "category": "" + }, + { + "keyword": "écosystème", + "category": "" + }, + { + "keyword": "déertification", + "category": "" + } + ], + "biodiversite_consequences": [ + { + "keyword": "espèce menacée", + "category": "" + }, + { + "keyword": "espèce menacée d’extinction", + "category": "" + }, + { + "keyword": "crise d'extinction de masse", + "category": "" + }, + { + "keyword": "espèce en voie de disparition", + "category": "" + }, + { + "keyword": "Liste rouge de l'UICN", + "category": "" + }, + { + "keyword": "Liste rouge mondiale des espèces menacées", + "category": "" + }, + { + "keyword": "disparition des oiseaux", + "category": "" + }, + { + "keyword": 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{ + "keyword": "baisse du stockage du carbone dans les sols", + "category": "" + }, + { + "keyword": "dégradation des puits de carbone", + "category": "" + }, + { + "keyword": "dégradation des sols", + "category": "" + }, + { + "keyword": "diminution des rendements des cultures", + "category": "" + }, + { + "keyword": "perturbation du cycle de l’eau", + "category": "" + }, + { + "keyword": "acidification des oceans", + "category": "" + }, + { + "keyword": "sécurité alimentaire", + "category": "" + }, + { + "keyword": "perte agricole", + "category": "" + }, + { + "keyword": "diminution des rendements agricoles", + "category": "" + }, + { + "keyword": "baisse des rendements agricoles", + "category": "" + }, + { + "keyword": "Mortalité forestière", + "category": "" + }, + { + "keyword": "disparition des forêts", + "category": "" + } + ], + "changement_climatique_consequences": [ + { + "keyword": "Augmentation des températures", + "category": "General" + }, + { + "keyword": "hausse de la 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"category": "Eau" + }, + { + "keyword": "forte chaleur", + "category": "General" + }, + { + "keyword": "chaleur extrême", + "category": "General" + }, + { + "keyword": "vague de chaleur", + "category": "General" + }, + { + "keyword": "forte chaleur", + "category": "General" + }, + { + "keyword": "canicule marine", + "category": "Ecosystème" + }, + { + "keyword": "salinisation des sols", + "category": "Ecosystème" + }, + { + "keyword": "intensification du cycle de l’eau", + "category": "Eau" + }, + { + "keyword": "accès à l’eau", + "category": "Eau" + }, + { + "keyword": "acidification des oceans", + "category": "Ecosystème" + }, + { + "keyword": "sécurité alimentaire", + "category": "Agriculture" + }, + { + "keyword": "perte agricole", + "category": "Agriculture" + }, + { + "keyword": "diminution des rendements agricoles", + "category": "Agriculture" + }, + { + "keyword": "baisse des rendements agricoles", + "category": "Agriculture" + }, + { + "keyword": "gel printanier", + "category": "Agriculture" + }, + { + "keyword": "tempête Xynthia", + "category": "General" + }, + { + "keyword": "La Roya", + "category": "General" + }, + { + "keyword": "disparition des récifs coralliens", + "category": "Ecosystème" + }, + { + "keyword": "acidification des océans", + "category": "Ecosystème" + }, + { + "keyword": "météorologique extrême", + "category": "General" + }, + { + "keyword": "forte pluie", + "category": "Eau" + }, + { + "keyword": "pluie extrême", + "category": "Eau" + }, + { + "keyword": "pluie intense", + "category": "Eau" + }, + { + "keyword": "importante précipitation", + "category": "Eau" + }, + { + "keyword": "inondation exceptionnelle", + "category": "Eau" + }, + { + "keyword": "crue centennale", + "category": "Eau" + }, + { + "keyword": "cyclone", + "category": "General" + }, + { + "keyword": "Mortalité forestière", + "category": "Ecosystème" + }, + { + "keyword": "disparition des forêts", + "category": "Ecosystème" + }, + { + "keyword": "glissement de terrain", + "category": "General" + }, + { + "keyword": "maladaptation", + "category": "General" + }, + { + "keyword": "Pollution de l’air", + "category": "General" + }, + { + "keyword": "pollution atmosphérique", + "category": "General" + }, + { + "keyword": "pollution aux particules fines", + "category": "General" + }, + { + "keyword": "pollution à l’ozone", + "category": "General" + }, + { + "keyword": "migration climatique", + "category": "General" + }, + { + "keyword": "migrant climatique", + "category": "General" + }, + { + "keyword": "prolifération de moustiques", + "category": "Ecosystème" + }, + { + "keyword": "moustique tigre", + "category": "Ecosystème" + }, + { + "keyword": "chenille processionnaire", + "category": "Ecosystème" + }, + { + "keyword": "zoonose", + "category": "Ecosystème" + }, + { + "keyword": "espèce invasive", + "category": "Ecosystème" + }, + { + "keyword": "retrait gonflement des argiles", + "category": "General" + } + ], + "changement_climatique_constat": [ + { + "keyword": "climatique", + "category": "General" + }, + { + "keyword": "réchauffement de l’atmosphère", + "category": "General" + }, + { + "keyword": "réchauffement des océans", + "category": "General" + }, + { + "keyword": "réchauffement planétaire", + "category": "General" + }, + { + "keyword": "seuil de réchauffement", + "category": "General" + }, + { + "keyword": "écologique", + "category": "General" + }, + { + "keyword": "anthropocène", + "category": "General" + }, + { + "keyword": "cycle du carbone", + "category": "General" + }, + { + "keyword": "effet de serre", + "category": "General" + }, + { + "keyword": "neutralité carbone", + "category": "General" + }, + { + "keyword": "neutralité climatique", + "category": "General" + }, + { + "keyword": "croissance verte", + "category": "Industrie" + }, + { + "keyword": "décarbonation", + "category": "General" + }, + { + "keyword": "empreinte carbone", + "category": "General" + }, + { + "keyword": "bilan carbone", + "category": "General" + }, + { + "keyword": "crédit carbone", + "category": "General" + }, + { + "keyword": "impact carbone", + "category": "General" + }, + { + "keyword": "soutenabilité environnementale", + "category": "General" + }, + { + "keyword": "développement durable", + "category": "General" + }, + { + "keyword": "protection du vivant", + "category": "Ecosystème" + }, + { + "keyword": "Protection de la planète", + "category": "Ecosystème" + }, + { + "keyword": "conditions de vie sur Terre", + "category": "Ecosystème" + }, + { + "keyword": "habitabilité de la planète", + "category": "Ecosystème" + }, + { + "keyword": "protection des océans", + "category": "Ecosystème" + }, + { + "keyword": "crise planétaire", + "category": "General" + }, + { + "keyword": "accord de paris", + "category": "General" + }, + { + "keyword": "COP21", + "category": "General" + }, + { + "keyword": "COP vingt-et-un", + "category": "General" + }, + { + "keyword": "COP15", + "category": "General" + }, + { + "keyword": "COP quinze", + "category": "General" + }, + { + "keyword": "COP26", + "category": "General" + }, + { + "keyword": "COP vingt-six", + "category": "General" + }, + { + "keyword": "COP27", + "category": "General" + }, + { + "keyword": "COP vingt-sept", + "category": "General" + }, + { + "keyword": "COP28", + "category": "General" + }, + { + "keyword": "COP vingt-huit", + "category": "General" + }, + { + "keyword": "COP29", + "category": "General" + }, + { + "keyword": "COP vingt-neuf", + "category": "General" + }, + { + "keyword": "COP30", + "category": "General" + }, + { + "keyword": "COP trente", + "category": "General" + }, + { + "keyword": "Conférence des Parties", + "category": "General" + }, + { + "keyword": "conférence climat", + "category": "General" + }, + { + "keyword": "conférence des Nations Unies sur le climat", + "category": "General" + }, + { + "keyword": "conférence des Nations Unies sur les changements climatiques", + "category": "General" + }, + { + "keyword": "GIEC", + "category": "General" + }, + { + "keyword": "Haut conseil pour le climat", + "category": "General" + }, + { + "keyword": "convention des nations unies sur le climat", + "category": "General" + }, + { + "keyword": "transition agricole", + "category": "Agriculture" + }, + { + "keyword": "transition énergétique", + "category": "Energie" + } + ], + "changement_climatique_constat_indirectes": [ + { + "keyword": "écologiste", + "category": "General" + }, + { + "keyword": "planète", + "category": "General" + }, + { + "keyword": "terre", + "category": "General" + }, + { + "keyword": "permafrost", + "category": "Ecosystème" + }, + { + "keyword": "glacier", + "category": "Ecosystème" + }, + { + "keyword": "banquise", + "category": "Ecosystème" + }, + { + "keyword": "environnement", + "category": "Ecosystème" + }, + { + "keyword": "climatosceptique", + "category": "General" + }, + { + "keyword": "éco-anxiété", + "category": "General" + }, + { + "keyword": "énergie", + "category": "Energie" + }, + { + "keyword": "dépolluer", + "category": "General" + }, + { + "keyword": "écosystème", + "category": "Ecosystème" + }, + { + "keyword": "désertification", + "category": "Ecosystème" + } + ], + ## Resources from Ressources_feuille de travail + "ressources": [ + { + "keyword": "surexploitation des ressources", + "category": "Concepts généraux" + }, + { + "keyword": "surexploitation", + "category": "Concepts généraux" + }, + { + "keyword": "polluant industriel", + "category": "Concepts généraux" + }, + { + "keyword": "rejet polluant", + "category": "Concepts généraux" + }, + { + "keyword": "surconsommation", + "category": "Concepts généraux" + }, + { + "keyword": "extractiviste", + "category": "Concepts généraux" + }, + { + "keyword": "extractivisme", + "category": "Concepts généraux" + }, + { + "keyword": "polluant", + "category": "Concepts généraux" + }, + { + "keyword": "pollution chimique", + "category": "Concepts généraux" + }, + { + "keyword": "crise environnementale", + "category": "Concepts généraux" + }, + { + "keyword": "crise climatique", + "category": "Concepts généraux" + }, + { + "keyword": "crise écologique", + "category": "Concepts généraux" + }, + { + "keyword": "impact environnemental", + "category": "Concepts généraux" + }, + { + "keyword": "anthropocène", + "category": "Concepts généraux" + }, + { + "keyword": "limites planétaires", + "category": "Concepts généraux" + }, + { + "keyword": "dépassement des limites planétaires", + "category": "Concepts généraux" + }, + { + "keyword": "épuisement des ressources", + "category": "Concepts généraux" + }, + { + "keyword": "jour du dépassement", + "category": "Concepts généraux" + }, + { + "keyword": "ressources naturelles", + "category": "Concepts généraux" + }, + { + "keyword": "insécurité alimentaire", + "category": "Concepts généraux" + }, + { + "keyword": "problème de sécurité alimentaire", + "category": "Concepts généraux" + }, + { + "keyword": "surpâturage", + "category": "Air" + }, + { + "keyword": "engrais chimique", + "category": "Air" + }, + { + "keyword": "agriculture intensive", + "category": "Air" + }, + { + "keyword": "agriculture industrielle", + "category": "Air" + }, + { + "keyword": "agriculture conventionnelle", + "category": "Air" + }, + { + "keyword": "engrais azoté", + "category": "Air" + }, + { + "keyword": "engrais de synthèse", + "category": "Air" + }, + { + "keyword": "pesticide", + "category": "Air" + }, + { + "keyword": "surpâturage", + "category": "Eau" + }, + { + "keyword": "polluant éternel", + "category": "Eau" + }, + { + "keyword": "pfas", + "category": "Eau" + }, + { + "keyword": "sécheresse", + "category": "Eau" + }, + { + "keyword": "canicule", + "category": "Eau" + }, + { + "keyword": "déficit de pluie", + "category": "Eau" + }, + { + "keyword": "pénurie de neige", + "category": "Eau" + }, + { + "keyword": "fortes chaleurs", + "category": "Eau" + }, + { + "keyword": "chaleurs extrêmes", + "category": "Eau" + }, + { + "keyword": "vague de chaleur", + "category": "Eau" + }, + { + "keyword": "engrais chimique", + "category": "Eau" + }, + { + "keyword": "agriculture intensive", + "category": "Eau" + }, + { + "keyword": "élevage intensif", + "category": "Eau" + }, + { + "keyword": "agriculture industrielle", + "category": "Eau" + }, + { + "keyword": "agriculture conventionnelle", + "category": "Eau" + }, + { + "keyword": "engrais azoté", + "category": "Eau" + }, + { + "keyword": "engrais de synthèse", + "category": "Eau" + }, + { + "keyword": "pesticide", + "category": "Eau" + }, + { + "keyword": "raréfaction de l’eau", + "category": "Eau" + }, + { + "keyword": "accès à l’eau", + "category": "Eau" + }, + { + "keyword": "qualité de l’eau", + "category": "Eau" + }, + { + "keyword": "cycle de l’eau", + "category": "Eau" + }, + { + "keyword": "réserve d'eau ", + "category": "Eau" + }, + { + "keyword": "eau de ruissellement", + "category": "Eau" + }, + { + "keyword": "eaux de ruissellement", + "category": "Eau" + }, + { + "keyword": "salinisation des nappes", + "category": "Eau" + }, + { + "keyword": "nappes phréatiques", + "category": "Eau" + }, + { + "keyword": "stress hydrique", + "category": "Eau" + }, + { + "keyword": "raréfaction de la ressource en eau", + "category": "Eau" + }, + { + "keyword": "rareté de la ressource en eau", + "category": "Eau" + }, + { + "keyword": "rareté saisonnière de la ressource en eau", + "category": "Eau" + }, + { + "keyword": "salinisation des sols", + "category": "Eau" + }, + { + "keyword": "intensification du cycle de l’eau", + "category": "Eau" + }, + { + "keyword": "acidification des oceans", + "category": "Eau" + }, + { + "keyword": "eutrophisation", + "category": "Eau" + }, + { + "keyword": "perte agricole", + "category": "Eau" + }, + { + "keyword": "diminution des rendements agricoles", + "category": "Eau" + }, + { + "keyword": "baisse des rendements agricoles", + "category": "Eau" + }, + { + "keyword": "pénurie d’eau", + "category": "Eau" + }, + { + "keyword": "manque d’eau", + "category": "Eau" + }, + { + "keyword": "pollution de l'eau", + "category": "Eau" + }, + { + "keyword": "pollution des nappes", + "category": "Eau" + }, + { + "keyword": "artificialisation des sols", + "category": "Eau" + }, + { + "keyword": "bétonisation", + "category": "Eau" + }, + { + "keyword": "analyse de cycle de vie", + "category": "Economie circulaire" + }, + { + "keyword": "acv", + "category": "Economie circulaire" + }, + { + "keyword": "compagnie pétrolière", + "category": "Energie" + }, + { + "keyword": "compagnie gazière", + "category": "Energie" + }, + { + "keyword": "bois énergie", + "category": "Energie" + }, + { + "keyword": "déforestation", + "category": "Forêts" + }, + { + "keyword": "gestion forestière", + "category": "Forêts" + }, + { + "keyword": "bois d’oeuvre", + "category": "Forêts" + }, + { + "keyword": "bois énergie", + "category": "Forêts" + }, + { + "keyword": "industrie minière", + "category": "Métaux et minerais" + }, + { + "keyword": "exploration minière", + "category": "Métaux et minerais" + }, + { + "keyword": "exploitation minière", + "category": "Métaux et minerais" + }, + { + "keyword": "industrie extractive", + "category": "Métaux et minerais" + }, + { + "keyword": "lithium ", + "category": "Métaux et minerais" + }, + { + "keyword": "cobalt", + "category": "Métaux et minerais" + }, + { + "keyword": "cuivre", + "category": "Métaux et minerais" + }, + { + "keyword": "silicium", + "category": "Métaux et minerais" + }, + { + "keyword": "ressources minérales", + "category": "Métaux et minerais" + }, + { + "keyword": "terre rare", + "category": "Métaux et minerais" + }, + { + "keyword": "métaux critiques", + "category": "Métaux et minerais" + }, + { + "keyword": "minerais", + "category": "Métaux et minerais" + }, + { + "keyword": "ressources stratégiques", + "category": "Métaux et minerais" + }, + { + "keyword": "minerais stratégiques", + "category": "Métaux et minerais" + }, + { + "keyword": "métaux rares", + "category": "Métaux et minerais" + }, + { + "keyword": "métal rare", + "category": "Métaux et minerais" + }, + { + "keyword": "matières critiques", + "category": "Métaux et minerais" + }, + { + "keyword": "surpâturage", + "category": "Sols" + }, + { + "keyword": "artificialisation des sols", + "category": "Sols" + }, + { + "keyword": "bétonisation", + "category": "Sols" + }, + { + "keyword": "tassement des sols", + "category": "Sols" + }, + { + "keyword": "compactage des sols", + "category": "Sols" + }, + { + "keyword": "étalement urbain", + "category": "Sols" + }, + { + "keyword": "engrais chimique", + "category": "Sols" + }, + { + "keyword": "agriculture intensive", + "category": "Sols" + }, + { + "keyword": "élevage intensif", + "category": "Sols" + }, + { + "keyword": "agriculture industrielle", + "category": "Sols" + }, + { + "keyword": "agriculture conventionnelle", + "category": "Sols" + }, + { + "keyword": "engrais azoté", + "category": "Sols" + }, + { + "keyword": "engrais de synthèse", + "category": "Sols" + }, + { + "keyword": "pesticide", + "category": "Sols" + }, + { + "keyword": "salinisation des sols", + "category": "Sols" + }, + { + "keyword": "mauvaise santé des sols", + "category": "Sols" + }, + { + "keyword": "appauvrissement des sols", + "category": "Sols" + }, + { + "keyword": "acidification des sols", + "category": "Sols" + }, + { + "keyword": "acidification des oceans", + "category": "Sols" + }, + { + "keyword": "dégradation des sols", + "category": "Sols" + }, + { + "keyword": "gestion des sols", + "category": "Sols" + }, + { + "keyword": "eau de ruissellement", + "category": "Sols" + }, + { + "keyword": "eaux de ruissellement", + "category": "Sols" + }, + { + "keyword": "érosion hydrique", + "category": "Sols" + }, + { + "keyword": "érosion éolienne", + "category": "Sols" + }, + { + "keyword": "érosion des sols", + "category": "Sols" + }, + { + "keyword": "perte agricole", + "category": "Sols" + }, + { + "keyword": "diminution des rendements agricoles", + "category": "Sols" + }, + { + "keyword": "baisse des rendements agricoles", + "category": "Sols" + }, + { + "keyword": "sol dégradé", + "category": "Sols" + }, + { + "keyword": "sol appauvri", + "category": "Sols" + }, + { + "keyword": "pollution des sols", + "category": "Sols" + } + ], + "ressources_indirectes": [ + { + "keyword": "agro-industriel", + "category": "Concepts généraux" + }, + { + "keyword": "substance chimique", + "category": "Concepts généraux" + }, + { + "keyword": "produit toxique", + "category": "Concepts généraux" + }, + { + "keyword": "produit chimique", + "category": "Concepts généraux" + }, + { + "keyword": "gaspillage", + "category": "Concepts généraux" + }, + { + "keyword": "mauvaise gestion", + "category": "Concepts généraux" + }, + { + "keyword": "industrialisation", + "category": "Concepts généraux" + }, + { + "keyword": "terre ", + "category": "Concepts généraux" + }, + { + "keyword": "planète", + "category": "Concepts généraux" + }, + { + "keyword": "planétaire", + "category": "Concepts généraux" + }, + { + "keyword": "pénurie ", + "category": "Concepts généraux" + }, + { + "keyword": "abondance", + "category": "Concepts généraux" + }, + { + "keyword": "matières premières", + "category": "Concepts généraux" + }, + { + "keyword": "irrigation", + "category": "Eau" + }, + { + "keyword": "intrants", + "category": "Eau" + }, + { + "keyword": "eau douce", + "category": "Eau" + }, + { + "keyword": "eaux douces", + "category": "Eau" + }, + { + "keyword": "ressource en eau", + "category": "Eau" + }, + { + "keyword": "désertification", + "category": "Eau" + }, + { + "keyword": "déchetterie", + "category": "Economie circulaire" + }, + { + "keyword": "déchet ", + "category": "Economie circulaire" + }, + { + "keyword": "plastique", + "category": "Economie circulaire" + }, + { + "keyword": "pétrole", + "category": "Energie" + }, + { + "keyword": "industrie pétrolière", + "category": "Energie" + }, + { + "keyword": "forage pétrolier", + "category": "Energie" + }, + { + "keyword": "puit de pétrole", + "category": "Energie" + }, + { + "keyword": "gaz naturel", + "category": "Energie" + }, + { + "keyword": "charbon", + "category": "Energie" + }, + { + "keyword": "ressources énergétiques", + "category": "Energie" + }, + { + "keyword": "besoins énergétiques", + "category": "Energie" + }, + { + "keyword": "barrage", + "category": "Energie" + }, + { + "keyword": "forêt", + "category": "Forêts" + }, + { + "keyword": "forestier", + "category": "Forêts" + }, + { + "keyword": "forestière", + "category": "Forêts" + }, + { + "keyword": "mines", + "category": "Métaux et minerais" + }, + { + "keyword": "gisement", + "category": "Métaux et minerais" + }, + { + "keyword": "extraction", + "category": "Métaux et minerais" + }, + { + "keyword": "irrigation", + "category": "Sols" + }, + { + "keyword": "intrants", + "category": "Sols" + }, + { + "keyword": "sol", + "category": "Sols" + }, + { + "keyword": "terre ", + "category": "Sols" + }, + { + "keyword": "désertification", + "category": "Sols" + } + ], + "ressources_solutions": [ + { + "keyword": "sobriété", + "category": "Concepts généraux" + }, + { + "keyword": "réduction de la consommation (de ressources)", + "category": "Concepts généraux" + }, + { + "keyword": "maîtrise de la demande", + "category": "Concepts généraux" + }, + { + "keyword": "moins consommer", + "category": "Concepts généraux" + }, + { + "keyword": "fin de l'abondance", + "category": "Concepts généraux" + }, + { + "keyword": "décroissance", + "category": "Concepts généraux" + }, + { + "keyword": "efficacité énergétique", + "category": "Concepts généraux" + }, + { + "keyword": "ressources renouvelables", + "category": "Concepts généraux" + }, + { + "keyword": "lutte contre le gaspillage", + "category": "Concepts généraux" + }, + { + "keyword": "antigaspi", + "category": "Concepts généraux" + }, + { + "keyword": "transition écologique", + "category": "Concepts généraux" + }, + { + "keyword": "transformation écologique", + "category": "Concepts généraux" + }, + { + "keyword": "mutation écologique", + "category": "Concepts généraux" + }, + { + "keyword": "partage des ressources", + "category": "Concepts généraux" + }, + { + "keyword": "malus écologique", + "category": "Concepts généraux" + }, + { + "keyword": "antigaspi", + "category": "Concepts généraux" + }, + { + "keyword": "antigaspillage", + "category": "Concepts généraux" + }, + { + "keyword": "consommation responsable", + "category": "Concepts généraux" + }, + { + "keyword": "consommation plus responsable", + "category": "Concepts généraux" + }, + { + "keyword": "écoresponsable", + "category": "Concepts généraux" + }, + { + "keyword": "gestion durable des terres cultivables", + "category": "Air" + }, + { + "keyword": "amélioration des pratiques d’élevage", + "category": "Air" + }, + { + "keyword": "réduire l’élevage intensif", + "category": "Air" + }, + { + "keyword": "sortie du charbon", + "category": "Air" + }, + { + "keyword": "transition en dehors des énergies fossiles", + "category": "Air" + }, + { + "keyword": "agriculture de conservation", + "category": "Air" + }, + { + "keyword": "réduction du gaspillage alimentaire", + "category": "Air" + }, + { + "keyword": "agriculture bio ", + "category": "Air" + }, + { + "keyword": "agriculture biologique", + "category": "Air" + }, + { + "keyword": "permaculture", + "category": "Air" + }, + { + "keyword": "agroécologie", + "category": "Air" + }, + { + "keyword": "agro écologie", + "category": "Air" + }, + { + "keyword": "polyculture élevage", + "category": "Air" + }, + { + "keyword": "récupérateur d’eau", + "category": "Eau" + }, + { + "keyword": "stockage d’eau", + "category": "Eau" + }, + { + "keyword": "gestion de la ressource en eau", + "category": "Eau" + }, + { + "keyword": "réduction de la demande en eau", + "category": "Eau" + }, + { + "keyword": "sauvegarde de la ressource en eau", + "category": "Eau" + }, + { + "keyword": "lutte contre le gaspillage d’eau", + "category": "Eau" + }, + { + "keyword": "économie d’eau", + "category": "Eau" + }, + { + "keyword": "réserve d’eau", + "category": "Eau" + }, + { + "keyword": "retenue collinaire", + "category": "Eau" + }, + { + "keyword": "gestion durable des terres cultivables", + "category": "Eau" + }, + { + "keyword": "amélioration des pratiques d’élevage ", + "category": "Eau" + }, + { + "keyword": "réduire l’élevage intensif", + "category": "Eau" + }, + { + "keyword": "restriction d’eau", + "category": "Eau" + }, + { + "keyword": "réutilisation des eaux usées ", + "category": "Eau" + }, + { + "keyword": "réutilisation des eaux", + "category": "Eau" + }, + { + "keyword": "désalinisation des eaux", + "category": "Eau" + }, + { + "keyword": "agriculture de conservation", + "category": "Eau" + }, + { + "keyword": "réduction du gaspillage alimentaire", + "category": "Eau" + }, + { + "keyword": "agriculture bio ", + "category": "Eau" + }, + { + "keyword": "agriculture biologique", + "category": "Eau" + }, + { + "keyword": "permaculture", + "category": "Eau" + }, + { + "keyword": "agroécologie", + "category": "Eau" + }, + { + "keyword": "agro écologie", + "category": "Eau" + }, + { + "keyword": "polyculture élevage", + "category": "Eau" + }, + { + "keyword": "biomimétisme", + "category": "Economie circulaire" + }, + { + "keyword": "bioinspiration", + "category": "Economie circulaire" + }, + { + "keyword": "réemploi", + "category": "Economie circulaire" + }, + { + "keyword": "recyclage", + "category": "Economie circulaire" + }, + { + "keyword": "réparabilité", + "category": "Economie circulaire" + }, + { + "keyword": "repair cafés", + "category": "Economie circulaire" + }, + { + "keyword": "recycleries", + "category": "Economie circulaire" + }, + { + "keyword": "réutilisation des ressources", + "category": "Economie circulaire" + }, + { + "keyword": "économie circulaire", + "category": "Economie circulaire" + }, + { + "keyword": "économie du réemploi", + "category": "Economie circulaire" + }, + { + "keyword": "indice de réparabilité", + "category": "Economie circulaire" + }, + { + "keyword": "écoconception", + "category": "Economie circulaire" + }, + { + "keyword": "matériaux biosourcés", + "category": "Economie circulaire" + }, + { + "keyword": "matériaux recyclés", + "category": "Economie circulaire" + }, + { + "keyword": "matériaux recyclables", + "category": "Economie circulaire" + }, + { + "keyword": "tri à la source", + "category": "Economie circulaire" + }, + { + "keyword": "biodégradable", + "category": "Economie circulaire" + }, + { + "keyword": "compostage", + "category": "Economie circulaire" + }, + { + "keyword": "zéro plastique", + "category": "Economie circulaire" + }, + { + "keyword": "sortie des énergies fossiles", + "category": "Energie" + }, + { + "keyword": "sortie du charbon", + "category": "Energie" + }, + { + "keyword": "transition en dehors des énergies fossiles", + "category": "Energie" + }, + { + "keyword": "biocarburant", + "category": "Energie" + }, + { + "keyword": "réseau de chaleur", + "category": "Energie" + }, + { + "keyword": "réseaux de chaleur", + "category": "Energie" + }, + { + "keyword": "énergie renouvelable", + "category": "Energie" + }, + { + "keyword": "transition énergétique", + "category": "Energie" + }, + { + "keyword": "énergie verte", + "category": "Energie" + }, + { + "keyword": "énergie durable", + "category": "Energie" + }, + { + "keyword": "éolien", + "category": "Energie" + }, + { + "keyword": "# panneaux solaires", + "category": "Energie" + }, + { + "keyword": "énergie solaire", + "category": "Energie" + }, + { + "keyword": "# photovoltaïque", + "category": "Energie" + }, + { + "keyword": "géothermie", + "category": "Energie" + }, + { + "keyword": "hydroélectricité", + "category": "Energie" + }, + { + "keyword": "centrale hydroélectrique", + "category": "Energie" + }, + { + "keyword": "biomasse", + "category": "Energie" + }, + { + "keyword": "biogaz", + "category": "Energie" + }, + { + "keyword": "epr", + "category": "Energie" + }, + { + "keyword": "hydrogène vert", + "category": "Energie" + }, + { + "keyword": "économie d’énergie", + "category": "Energie" + }, + { + "keyword": "réduction du gaspillage énergétique", + "category": "Energie" + }, + { + "keyword": "réduction des gaspillages énergétiques", + "category": "Energie" + }, + { + "keyword": "efficacité énergétique", + "category": "Energie" + }, + { + "keyword": "économiser de l’énergie", + "category": "Energie" + }, + { + "keyword": "sobriété énergétique", + "category": "Energie" + }, + { + "keyword": "valorisation des déchets", + "category": "Energie" + }, + { + "keyword": "gestion durable des forêts", + "category": "Forêts" + }, + { + "keyword": "agroforesterie", + "category": "Forêts" + }, + { + "keyword": "gestion durable des terres cultivables", + "category": "Forêts" + }, + { + "keyword": "amélioration des pratiques d’élevage ", + "category": "Forêts" + }, + { + "keyword": "réduire l’élevage intensif", + "category": "Forêts" + }, + { + "keyword": "agriculture de conservation", + "category": "Forêts" + }, + { + "keyword": "agriculture bio ", + "category": "Forêts" + }, + { + "keyword": "agriculture durable", + "category": "Forêts" + }, + { + "keyword": "agriculture biologique", + "category": "Forêts" + }, + { + "keyword": "permaculture", + "category": "Forêts" + }, + { + "keyword": "agroécologie", + "category": "Forêts" + }, + { + "keyword": "agro écologie", + "category": "Forêts" + }, + { + "keyword": "polyculture élevage", + "category": "Forêts" + }, + { + "keyword": "réduction du gaspillage alimentaire", + "category": "Forêts" + }, + { + "keyword": "sortie du charbon", + "category": "Métaux et minerais" + }, + { + "keyword": "santé des sols", + "category": "Sols" + }, + { + "keyword": "préservation des sols", + "category": "Sols" + }, + { + "keyword": "gestion durable des terres cultivables", + "category": "Sols" + }, + { + "keyword": "amélioration des pratiques d’élevage", + "category": "Sols" + }, + { + "keyword": "réduire l’élevage intensif", + "category": "Sols" + }, + { + "keyword": "agriculture de conservation", + "category": "Sols" + }, + { + "keyword": "réduction du gaspillage alimentaire", + "category": "Sols" + }, + { + "keyword": "agriculture bio ", + "category": "Sols" + }, + { + "keyword": "agriculture biologique", + "category": "Sols" + }, + { + "keyword": "permaculture", + "category": "Sols" + }, + { + "keyword": "agroécologie", + "category": "Sols" + }, + { + "keyword": "agro écologie", + "category": "Sols" + }, + { + "keyword": "polyculture élevage", + "category": "Sols" + } + ], + "ressources_solutions_indirectes": [ + { + "keyword": "planification écologique", + "category": "Concepts généraux" + }, + { + "keyword": "mutation écologique", + "category": "Concepts généraux" + }, + { + "keyword": "industrie verte", + "category": "Concepts généraux" + }, + { + "keyword": "rationner", + "category": "Concepts généraux" + }, + { + "keyword": "rationnement ", + "category": "Concepts généraux" + }, + { + "keyword": "végétarien", + "category": "Air" + }, + { + "keyword": "végan", + "category": "Air" + }, + { + "keyword": "agriculture durable", + "category": "Air" + }, + { + "keyword": "replantation", + "category": "Air" + }, + { + "keyword": "replanter", + "category": "Air" + }, + { + "keyword": "méga bassine ", + "category": "Eau" + }, + { + "keyword": "barrage", + "category": "Eau" + }, + { + "keyword": "végétarien", + "category": "Eau" + }, + { + "keyword": "végan", + "category": "Eau" + }, + { + "keyword": "agriculture durable", + "category": "Eau" + }, + { + "keyword": "replantation", + "category": "Eau" + }, + { + "keyword": "replanter", + "category": "Eau" + }, + { + "keyword": "nucléaire", + "category": "Energie" + }, + { + "keyword": "réacteur nucléaire", + "category": "Energie" + }, + { + "keyword": "végétarien", + "category": "Forêts" + }, + { + "keyword": "végan", + "category": "Forêts" + }, + { + "keyword": "replantation", + "category": "Forêts" + }, + { + "keyword": "replanter", + "category": "Forêts" + }, + { + "keyword": "végétarien", + "category": "Sols" + }, + { + "keyword": "végan", + "category": "Sols" + }, + { + "keyword": "agriculture durable", + "category": "Sols" + }, + { + "keyword": "replantation", + "category": "Sols" + }, + { + "keyword": "replanter", + "category": "Sols" + } ] } \ No newline at end of file