AndreaBozzo/ceres-open-data-index huggingface dataset:
Modes de garde et d'accueil des enfants âgés de moins de 3 ans à La Réunion

L’enquête Modes de garde et d’accueil des jeunes enfants (MDG) offre un panorama complet des organisations des familles avec jeunes enfants en matière d’articulation entre vie familiale et vie professionnelle. Elle permet en particulier d’appréhender les recours et les souhaits des parents en matière de mode d’accueil en fonction de nombreuses caractéristiques des familles et des enfants. Réalisée en 2002, 2007, 2013 et 2021 en France métropolitaine, l’enquête MDG a bénéficié pour la première fois, en 2021, d’une extension à La Réunion. Pour une présentation complète de l’enquête, consultez le lien suivant : [L’enquête Modes de garde et d’accueil des jeunes enfants | Direction de la recherche, des études, de l'évaluation et des statistiques (solidarites-sante.gouv.fr)] À La Réunion, 75 % des enfants de moins de 3 ans sont gardés principalement en semaine par leurs parents, une part bien plus élevée qu’en France métropolitaine (56 %). Les grands-parents sont aussi plus souvent en relais sur l’Île. A contrario, le recours à des modes de garde formels est moins courant et en moyenne de plus courte durée. Ainsi, à La Réunion, 5 % des enfants de moins de 3 ans sont confiés à titre principal en semaine à une assistante maternelle (20 % en France métropolitaine) et 13 % sont accueillis en établissement d’accueil du jeune enfant (EAJE : crèches et haltes-garderies, 18 % en France métropolitaine). Les enfants accueillis dans un mode d’accueil formel y passent en moyenne 35 heures (38 heures en France métropolitaine). À La Réunion comme en France métropolitaine, le mode d’accueil principal des enfants ne correspond pas toujours au premier choix des parents : si tous les parents obtenaient leur premier choix, les enfants seraient nettement moins souvent gardés principalement par leurs parents (53 % à La Réunion et 35 % en France métropolitaine) et bien plus souvent accueillis dans un mode de garde formel (respectivement 36 % et 58 %). Études publiées à partir des données présentées : * [À La Réunion, les trois quarts des enfants de moins de trois ans sont gardés principalement par un de leurs parents], Insee Flash Réunion n°278 En raison des arrondis, des écarts d’un point de pourcentage peuvent exister entre les chiffres publiés dans les études et ceux présentés dans ce jeu de données. Par ailleurs, l’analyse des catégories sociales est restreinte aux mères en emploi à la date de l’enquête dans l’Insee Flash Réunion n°278, tandis qu’elle est présentée dans ce jeu de données pour l’ensemble des mères, qu’elles soient en emploi, au chômage ou inactives ; le cas échéant, c’est la catégorie sociale du dernier emploi occupé qui est prise en compte.
Adresses du référentiel voies et adresses de Rennes Métropole

L'adresse des habitations est au cœur du quotidien de bon nombre de services : secours, livraison ou encore fibre optique, mais aussi pour divers applicatifs de gestion. Rennes Métropole dispose depuis 2013 d'un Référentiel Voies et Adresses (RVA) sur les communes de son territoire. L’adresse est localisée sous la forme d’un point avec les préceptes suivants : - Une adresse appartient à une et une seule voie. - Une adresse appartient à une et une seule commune. - Une adresse est unique. Dans la mesure du possible, une adresse se situe dans la parcelle cadastrale correspondante et devant l’entrée de la parcelle ou du bâtiment concerné (quand cette information est connue). A défaut de connaître l’entrée, l’adresse est placée sur la parcelle correspondante et positionnée en cohérence avec les adresses voisines (ni trop près, ni trop loin du tronçon de la voie à laquelle elle appartient). Les adresses présentes dans cette couche existent sur le terrain. Les adresses "projet" (adresses réservées pour de futures constructions) ne sont pas présentes dans cette couche de données. Depuis la loi 3DS du 21 février 2022 (article 169) et son décret d'application du 2023-767 du 11 août 2023, les communes doivent numéroter l'ensemble des maisons et autres constructions sur leur territoire, puis verser cette donnée dans la Base Adresse Nationale (BAN). Suite à une délibération passée avec l'ensemble des communes de son territoire, Rennes Métropole assure la mise à disposition légale des Bases d'Adresses Locales des communes vers la BAN, ceci dans le cadre de la charte de la Base Adresse Locale : https://adresse.data.gouv.fr/data/docs/charte-bal-organismes.pdf. Concrètement, le RVA sert de base à produire ces fichiers d'adresses communaux au format BAL 1.3 pour alimenter la BAN : https://adresse.data.gouv.fr/base-adresse-nationale.
Résultats des élections par bureau de vote

Résultats des élections par bureau de vote dans le département des Hauts-de-Seine Résultats des élections par bureau de vote dans le département des Hauts-de-Seine pour les élections suivantes : * cantonales (2001, 2004, 2008, 2011) * départementales (2015, 2021) * européennes (2019, 2024) * législatives (2002, 2007, 2012, 2017, 2022, 2024) * municipales (2008, 2014, 2020) * présidentielles (2002, 2007, 2012, 2017, 2022) * régionales (2004, 2010, 2015)
Lab-scale biodegradation of compostable materials

[Lien vers la fiche source] The biodegradation of the different types of plastics was analyzed according to NF ISO 14855-1 (2012) for industrial composting conditions (58 °C, 50 % humidity) using a miniaturized set-up described by Salomez, M., George, M., Fabre, P., Touchaleaume, F., Cesar, G., Lajarrige, A., Gastaldi, E. 2019. A comparative study of degradation mechanisms of PHBV and PBSA under laboratory-scale composting conditions. Polymer Degradation and Stability, 167, 102-113.
Evaluation of safety and quality of final compost

[Lien vers la fiche source] The fine fraction resulting from the sieving (≤12 mm) of the two batches of compost was sent to an independent accredited laboratory (SADEF, France) to analyze the safety and agronomic quality according to the NF U44-051:2006 standard dedicated to organic soil improvers. The safety requirements cover the determination and quantification of inert materials and impurities (XPU 44-164:2004), pathogen microorganisms as viable helminth eggs (XP X33-017:2004) and Salmonella (NF EN ISO 6579:2002), HAP trace organic compounds (XP X 33-012:2000) and trace elements (NF EN 13650:2002, NF EN ISO 17294-2:2016). The agronomic assessment of the two composts covers the determination of total solid, organic matter, organic carbon, total nitrogen C/N ratio, pH, density, phosphorus, potassium, calcium, magnesium, total sulphur content according to standardized methods (NF EN 13040:2007, NF EN 13039:2011, NF EN 13037:2012, NF EN 13654-2:2002, NF EN ISO 17294-2:2016). A phytotoxicity test was carried out on both compost batches (NF U44-167:2016) to assess the risk of inhibiting the emergence and growth of two higher plants (barley, Hordeum vulgare, variety Etincel and watercress, Lepidium sativum, type Alénois). The acute toxicity test on earthworms (Eisenia fetida) was carried out in accordance with standard NF ISO 11268-1:2012. The immobilization test of microcrustaceans was carried out on Daphnia magma (ISO 6341:2012 using an eluate of the two composts obtained with a liquid/solid mass ratio of 10 (calculated as dry matter equivalent) as described in the leaching protocol of standard EN 12457-2:2002.
Monitoring of full scale composting experiment

[Lien vers la fiche source] The initial amount of biowastes was separated in two windrows of 20 t each. The materials batch was mixed with the compostable plastics (1.28 wt%), the control batch was used as is. Both batches were monitored by measuring temperature and humidity. The temperature of the two batches was recorded at 8 points distributed in the composting pile at 0.5 m and 1.5 m depth using large scale thermocouples (Hanna instruments, France). The moisture content was analysed by drying a representative sample in an oven at 103 ± 1°C until constant weight.
Evolution of granulometry of plastic fragments sampled during the composting experiment

[Lien vers la fiche source] The materials batch of the composting experiment containing the compostable plastics was regularly sampled during the process. These sampling was done using the standardized method NF EN 12579:(12579:2013, 2013). For a batch of compost (max 580 m³) it recommends taking 12 elementary samples, each weighing 1 kg, from various locations. The quartering method described in ASTM C702/C702M:2018 (C702/C702M:2018, 2018) was used to reduce the sample size without creating a systematic bias due to product heterogeneity and obtain a representative final sample of around 10 kg per batch and per sampling time. All the compost samples were air-dried. They were then passed through a series of sieves with decreasing mesh sizes to obtain eight fractions ranging from 10 mm to 0.2 mm. Each fraction was weighed, and its water content was determined.
Photos of large plastic fragments sampled during the composting experiment and identified by FTIR

[Lien vers la fiche source] Large plastic fragments were sampled during the composting experiment and chemically identified by Fourier Transform Infrared Spectroscopy. The dataset contains the photos of the fragments. The identification of the samples is available in the dataset "Identification of large plastic fragments sampled during the composting experiment", https://doi.org/10.57745/M3MYBU.
Identification of large sampled plastics fragments during the composting experiment by FTIR

[Lien vers la fiche source] Plastics fragments of a size larger than 10 mm sampled during the composting experiment were identified using Fourier-Transform Infrared Spectroscopy (FTIR), using a Perkin Elmer Vertex IR, operated by the software OPUS in ATR mode. The resolution was 4 cm-1, scanning range 4000 to 800 cm-1. Each acquisition was done with 50 scans, the spectra are displayed in absorbance mode. The chemical identification was done by correlation with reference spectra of initial plastics of standard samples. The accepted correlation coefficient was ≥ 90%.
Scanning electron microscopy data of plastic fragments sampled during the composting experiment

[Lien vers la fiche source] The surface properties, fragmentation and the microbial attachment to the surface were be observed in the scanning electron microscopy (SEM). SEM observations were performed using a Desktop SEM (Phenom ProX, Fondis Bioritech, France) with an acceleration voltage ranging between 5 and 10 kV secondary electrons. Samples were directly mounted on stub using carbon conductive tape and then coated with Gold/Palladium during 45 s at 20 mA (4 nm thick) by ion sputtering (Mini Sputter Coater SC7620, Quorum Technologies Ltd, UK).
Database and R script relative to "Spatial patterns of causality in temperate silvopastoral systems: a perspectives on nitrification stability in response to flooding" by Mettauer et al. (accepted)

[Lien vers la fiche source] This database and this script are linked to the article “Spatial patterns of causality in temperate silvopastoral systems: a perspective on nitrification stability in response to flooding” by Mettauer et al. (accepted). It is composed of one csv file with the database where dot is used as decimal and one pdf presenting the R script used to analyze the data.
Evolution de la population sur les 12 communes par tranches d'âges entre 2015 et 2021

Évolution de la population sur les 12 communes de Saint-Quentin-en-Yvelines Le recensement de la population permet de connaître la diversité et l'évolution de la population de la France. L’INSEE fournit ainsi des statistiques sur les habitants et les logements, leur nombre et leurs caractéristiques : répartition par sexe et âge, professions, conditions de logement, modes de transport, déplacements domicile-travail, etc. Pour plus de renseignements sur les variables, vous pouvez consulter les définitions en cliquant sur ce [lien] Pour plus d'information méthodologique, vous pouvez consulter les fiches "Conseils pour l'utilisation des résultats du recensement" en cliquant sur ce [lien] Pour plus de renseignements sur l'utilisation des données, vous pouvez consulter ce [document]
Macromolecular weight averages of plastic fragments sampled during the composting experiment

[Lien vers la fiche source] The evolution of the macromolecular mass averages and the dispersity of the fragments sampled during the composting process was analyzed with Size-Exclusion Chromatography (SEC). It was performed using a Gilson pump (France) coupled to a Waters autosampler and refractometric index detector (Waters, France). The separation was carried out on a system consisting of a guard column (PLgel 5 µm) and three columns (two columns PLGel 5 µm MIXED-C and one column PLgel 3 µm MIXED E, Agilent Technologies) maintained at 40 °C in a column oven (Waters, France). The flow rate of the CHCl3 was 1 mL/min. The calibration curve was established using three standard kits (EasiVials, 2 mL) containing each four narrow polystyrene standards of molecular weight between 4.69∙103 and 5.68∙106 g/mol (Agilent Technologies). Data treatment was done using Empower 3 software (Waters). Samples were prepared by dissolution of the uncleaned solids in dried CHCl3 (app. 20 mg/mL) at room temperature or after heating at 40 °C without stirring at least 4 h. The supernatant was sampled after sedimentation of the insoluble phase and filtered before analysis with the help of 0.45 µm Teflon syringe filters. Because of the biodegradation of the materials during the process, the less and less sample mass was available. If enough sample available, the preparations were done several times (at least in duplicate).
Thermo-gravimetric analysis of plastic fragments sampled during the composting process

[Lien vers la fiche source] The evolution of the thermal stability of the materials during the composting process was assessed by Thermo-Gravimetric Analysis (TGA) using a Mettler TGA2 apparatus (Mettler Toledo, USA). Thermal analyses were performed from 25 °C up to 800 °C at 5 °C/min under nitrogen flow (20 mL/min). An average weight of 10 mg was used each time, if possible, with regards to the available quantities, measurements were duplicated. Because this measurement was destructive but needed at least 10 mg of mass, it was carried out on mixed samples of different size classes.
Epreuve : Fluence d'action

[Lien vers la fiche source] Mise à disposition de l'épreuve de Fluence d'action ainsi que le tableur calculant les normes et l'article publié. Cette épreuve permet d'évaluer les capacités de fluence d'action et contribuer à identifier les performances de patients ayant une démence fronto-temporale de ceux ayant une maladie d'Alzheimer.
Life Cycle Assessment of the industrial composting process of biodegradable packaging

[Lien vers la fiche source] The life-cycle assessment (LCA) methodology was used to assess and compare the environmental performance of biodegradable packaging in two end-of-life processing treatments: industrial composting and industrial incineration. It was conducted according to the guidelines ISO 14040 (2006) using OpenLCA v2 and the Ecoinvent® 3.0.1 database.
Taux de logements sociaux dans les Communes

Taux de logements sociaux : nombre de logements sociaux hors habitat spécifique et hors parc non conventionné des Sociétés d’économie mixte (RPLS), rapporté au nombre de résidences principales (Insee). Non comparable au taux de l’article 55 de la loi SRU. Ce jeu de données n’est plus mis à jour à partir du 01/01/2025.
RPG complété 2022 Région Nouvelle-Aquitaine

[Lien vers la fiche source] RPG complété 2022. Complète le RPG campagne 2022 pour les départements de la région Nouvelle-Aquitaine (16, 17, 19, 23, 24, 33, 40, 47, 64, 79, 86, 87). (contient les parcelles agricoles hors RPG). Données géographiques (vectorielles, shapefile), parcellaires. Sources : IGN, OSO/Cesbio. Traitements : INRAE US ODR, 2024
RMQS1 16S unrarefied cleaned sequences

[Lien vers la fiche source] RMQS: The French Soil Quality Monitoring Network (RMQS) is a national program for the assessment and long-term monitoring of the quality of French soils. This network is based on the monitoring of 2,240 sites representative of French soils and their land use. These sites are spread over the whole French territory (metropolitan and overseas) along a systematic square grid of 16 km x 16 km cells. The network covers a broad spectrum of climatic, soil and land-use conditions (croplands, permanent grasslands, woodlands, orchards and vineyards, natural or scarcely anthropogenic land and urban parkland). The first sampling campaign in metropolitan France took place from 2000 to 2009. Dataset: This dataset contains 16S (Archaea and Bacteria) cleaned sequences obtained for each RMQS sample, but unrarefied. Soil 16S rDNA gene was sequenced using pyrosequencing (GS FLX Titanium - Roche 454) at Genosocope. Bioinformatics analysis was performed using [BIOCOM-PIPE] (previously named GNS-PIPE) metabarcoding pipeline [(Terrat et.al. (2019)).] See associated articles for details (keep in mind that first results were obtained without post-clustering, richness is therefore higher after post-clustering for each sample). Raw sequencing data are available at EBI under project [PRJEB21351]. File structure: * Clean_Hunt_Derep_Mpreprocess_<sample>_<library>.fasta: FASTA file containing dereplicated sequences for each sample. * sample: Sample ID, containing the id_site found in the RMQS dataset. The id_site can be extracted from the Sample ID deleting the first character and the last third characters (corresponding to other details useful for RMQS sampling survey managers). For example, the 102325C17 Sample ID corresponds to the 2325 id_site . * Library Number realized to sequence each sample. Each library can contain 30 samples and one control sample. Details: * Each FASTA sequence descriptive line gave the ID sequence, the number of identical sequences found in the sample, and its length, separated by "_" characters (Example: IY3741T02JSO16_32_length=371 corresponds to the IY3741T02JSO16 ID sequence, with a length of 371 bases, found in 32 occurrences in the sequenced sample. * Some sites sample could not be collected, they do not appear in dataset. * For sites that did not pass laboratory or bioinformatics steps to attain 10,000 sequences before post-clustering, we also obtained some sequences, available here. * One can link this dataset with [10.15454/QSXKGA] to get each sample physico-chemical property, landuse, coordinates, or filtering sites using its site_officiel column. * Sites with ID longer than 4 number are supplementary sites that are not in the center of the cells (e.g. 10797 and 20797 that came from cell 797).
Land Use Land Cover High Resolution Map (5-m) for Côte-d’Or (21)

[Lien vers la fiche source] The LULC HRL Map is produced from a combination of multi-sources data: the French national topographic database; the Land Parcel Identification System (LPIS) database; and Corine Land Cover. The LULC HRL classification contains 11 land cover categories: 11 Industrial or Commercial buildings and other Facilities 12 Agricultural buildings 13 Low-rise Residential or Mixed buildings 14 High-rise Residential or Mixed buildings 2 Fields 3 Meadows/Grassy plots 4 Bushes/Shrubs 5 Trees/Forest 6 Vineyards 7 Water bodies 8 Others artificial surfaces
Multi-Spectral Leaf Segmentation For Crop/Weed Identification

[Lien vers la fiche source] This dataset were acquired with the Airphen (Hyphen, Avignon, France) six-band multi-spectral camera configured using the 450/570/675/710/730/850 nm bands with a 10 nm FWHM. And acquired on the site of INRAe in Montoldre (Allier, France, at 46°20'30.3"N 3°26'03.6"E) within the framework of the “RoSE challenge” founded by the French National Research Agency (ANR). Images contains bean, with various natural weeds (yarrows, amaranth, geranium, plantago, etc) and sowed ones (mustards, goosefoots, mayweed and ryegrass) with very distinct characteristics in terms of illumination (shadow, morning, evening, full sun, cloudy, rain, ...) The ground truth is defined for each images with polygons around leafs boundaries: In addition, each polygons are labeled into crop or weed.
Eastern Power Networks (EPN) Area Operational Boundaries

## Introduction Shapefile showing operational boundaries in the UK Power Networks Eastern Power Networks (EPN) area. ## Methodological Approach This dataset was extracted from UK Power Networks' internal geospatial mapping database - NetMap. ## Quality Control Statement The data is provided "as is". ## Assurance Statement The Open Data team has checked the data against source to ensure data accuracy and consistency. The data domain owners have checked their respective data aspects. ## Other Download dataset information: [Metadata (JSON)] Definitions of key terms related to this dataset can be found in the Open Data Portal Glossary: [https://ukpowernetworks.opendatasoft.com/pages/glossary/]
South Eastern Power Networks (SPN) Area Operational Boundaries

## Introduction Shapefile showing operational boundaries in the UK Power Networks South Eastern Power Networks (SPN) area. ## Methodological Approach This dataset was extracted from UK Power Networks' internal geospatial mapping database - NetMap. ## Quality Control Statement The data is provided "as is". ## Assurance Statement The Open Data team has checked the data against source to ensure data accuracy and consistency. The data domain owners have checked their respective data aspects. ## Other Download dataset information: [Metadata (JSON)] Definitions of key terms related to this dataset can be found in the Open Data Portal Glossary: [https://ukpowernetworks.opendatasoft.com/pages/glossary/]
Dataset used in DeepIndices

[Lien vers la fiche source] This dataset inclue multi-spectral acquisition of vegetation for the conception and evaluation of new DeepIndices over un-calibrated data. The images were acquired with the Airphen (Hyphen, Avignon, France) six-band multi-spectral camera configured using the 450/570/675/710/730/850 nm bands with a 10 nm FWHM. The dataset were taken on the site of INRAe in Montoldre (Allier, France, at 46°20'30.3"N 3°26'03.6"E) within the framework of the “RoSE challenge” founded by the French National Research Agency (ANR) and in Dijon (Burgundy, France, at 47°18'32.5"N 5°04'01.8"E) within the site of AgroSup Dijon. Images of bean and corn, containing various natural weeds (yarrows, amaranth, geranium, plantago, etc) and sowed ones (mustards, goosefoots, mayweed and ryegrass) with very distinct characteristics in terms of illumination (shadow, morning, evening, full sun, cloudy, rain, ...) were acquired in top-down view at 1.8 meter from the ground.
Data from : In situ soil imaging, a tool for monitoring the hourly to monthly temporal dynamics of soil biota

[Lien vers la fiche source] This dataset displays the data and R code used in the paper "In situ soil imaging, a tool for monitoring the hourly to monthly temporal dynamics of soil biota". The studied site was a 10-yr old black Périgord truffle field located in Uchaux (Vaucluse, France). Data were acquired by image analysis from an in-situ imaging device. A bank of 339 images was analyzed, comprising images captured every 6 hours from May 1st to July 24th 2019. The dataset contains 3 databases and the associated R-code.
London Power Networks (LPN) Area Operational Boundaries

## Introduction Shapefile showing operational boundaries of the UK Power Networks London Power Networks (LPN) area ## Methodological Approach This dataset was extracted from UK Power Networks' internal geospatial mapping database - NetMap. ## Quality Control Statement The data is provided "as is". ## Assurance Statement The Open Data team has checked the data against source to ensure data accuracy and consistency. The data domain owners have checked their respective data aspects. ## Other Download dataset information: [Metadata (JSON)] Definitions of key terms related to this dataset can be found in the Open Data Portal Glossary: [https://ukpowernetworks.opendatasoft.com/pages/glossary/]