AndreaBozzo/ceres-open-data-index huggingface dataset:
In-situ Data of occupant behavior and thermal comfort in 11 offices in a naturally ventilated building during 6 summers

[Lien vers la fiche source] As summer heatwaves become more intense and more frequent, achieving thermal comfort in buildings without relying on air conditioning has become critical to meet CO₂ emission targets. To address this, a field study was conducted in an office building at INES, Le Bourget-du-Lac, France. The bioclimatic design of the building takes advantage of the local climate, influenced by mountain ranges and Bourget Lake, to minimize overheating while ensuring occupant comfort thanks to solar control, natural ventilation and thermal inertia. It optimizes natural ventilation through features such as a green atrium with automated openings and internal leafs. Pedestal fans completed this strategy to maximize occupant comfort without air-conditioning. Data were collected over six years (2017-2022) through sensors networks and thermal comfort surveys thanks to a Human Machine Interface (HMI), which has been developed and improved over the different campaigns. The surveys gather occupant perception of comfort, clothing details, and the effect of draughts, while sensors monitored door and window openings, office temperatures and fan use. Instrumentation includes temperature sensors connected to computers, plug-in power sensors for fans, and openings status sensors. Data were recorded every 5–10 minutes using a Jeedom home automation system linked to a Raspberry Pi, with a Python script transferring data to a central database. Across the study, up to 29 participants contributed annually, generating datasets ranging per year from 250 to 17,500 responses. This dataset supports research into the relationship between thermal comfort, occupant perception, and passive cooling strategies, such as natural and mixed-mode ventilation. It provides insights into variations in occupant comfort and behavior across similar offices environment and forms a basis for studying building overheating, operational performance, and the effectiveness of passive cooling strategies. This dataset also facilitates the development of ventilation control algorithms and cascade cooling strategies by analyzing the conditions under which occupants use desk fans, helping optimize mixed-mode ventilation systems for comfort and efficiency.
Bus line stations in Riyadh by bus line, direction and shelter type (2024)

Bus line stations as planned once the whole bus network is developed in Riyadh city. Data for the year 2024. 1.Methodology The name and location of stations are extracted from the information system of Riyadh Bus. 2.Definition(s) * Bus: The buses of Riyadh is part of King Abdulaziz Public Transport Project which comprises six fully-automated (UTO) Metro lines, a Bus Rapid Transit (BRT) System, and an extensive network of community and feeder buses. * Public Transport: a system of vehicles such as buses and trains that operate at regular times on fixed routes and are used by the public. * The shelter type "BRT station" includes four variations in dimensions: BRT station (A1) is a bus station 48.8 m long and 5.5 m wide, Capacity for 2 articulated buses (18 m long each), BRT station (A2) is a bus station 48.8 m long and 4.3 m wide, Capacity for 2 articulated buses (18 m long each), BRT station (A3) is a bus station 48.8 m long and 4 m wide, Capacity for 2 articulated buses (18 m long each), and BRT station (B1) is a bus station 68 m long and 5.5 m wide, Capacity for 3 articulated buses (18 m long each). 3.Detailed breakdown * Bus station code: the technical code of the bus station (only visible in the downloaded version of the dataset) * Bus station name: the official name of the bus station * Shelter type code: code of the bus stop shelter type (visible only in the downloadable version of the dataset) * Shelter type: Bus station shelter type of eight type. * Bus line code: the technical code of bus route (only visible in the downloaded version of the dataset) * Bus line: the publicly known bus route number * Direction: 1 for one direction and 2 for the other direction * Sequence of the stops: the order of the stops within each bus line. * Development stage of Riyadh city's public transport network (from 1 to beyond 5.2) * Comments: The Open Data Team comments on the metadata published * Geographical coordinates (only visible in the downloaded version). 4.Updates 2025.05.21 * The "Comments" column has been updated. DsetIdx: >>117.
Mortality dataset Larch sub-sample diallel 18x18 INRAE Orléans

[Lien vers la fiche source] The dataset consists of mortality observations recorded by INRAE-GBFor experimental unit in a Larix clonal-progeny trial (subset of a 18x18 diallel mating design) at INRAE-Orléans from 2013 to 2023. It is the support for a paper 'A Decade-long study on Mortality in European Larch (Larix decidua Mill.), Japanese Larch (Larix kaempferi (Lamb.) Car.) and their hybrid' published in Ann. For. Sci.
Stadt Neuss: Coole Karte

Grundlagendatensatz der Coolen Karte Stadt Neuss. Wenn im Sommer die Temperaturen steigen, wird die Wahl des Aufenthaltsorts besonders wichtig. Unsere interaktive Coole-Karte hilft Ihnen dabei, auch an heißen Tagen einen angenehmen Ort zum Verweilen zu finden. Ob ein schattiges Plätzchen für eine kurze Pause, einen kühlen Bereich zum Sporttreiben oder ein ruhiger Ort zum Durchatmen beim Stadtbummel – die Karte zeigt Ihnen, wo es an heißen Tagen erfrischend kühl bleibt. Finden Sie mit wenigen Klicks passende Rückzugsorte in Ihrer Nähe und schützen Sie sich gezielt vor Hitze. Klicken und navigieren Sie sich durch die Karte. In der Legende auf der rechten Seite können Sie verschiedene Elemente an- und abwählen.
Orthophoto - Glénan - Ilot de la Tombe

[Lien vers la fiche source] Orthophotographie aérienne à très haute résolution spatiale (3 cm) de l'îlot de la Tombe, archipel de Glénan, Finistère, France. Acquisition 07/04/2025. Collaboration Réserve Naturelle de Glénan Projection Lambert 93 (EPSG 2154).
Commercial services by category, sub-municipality and district (2024)

Commercial services by category for the year 2014. This version is not been stabilized, the metadata will be updated soon. 1.Methodology The dataset is populated using data extracted from Google Maps, specifically the names and geographic coordinates of identified services. 2.Definition(s) * Service: A government system or private organization responsible for a particular type of activity, which, unlike manufacturing, do not create a physical product. 3.Detailed breakdown * Service code (only visible in the downloaded version of the dataset) * Service name: the name of public service provided in a particular area / region within the city. * Geographical sector codes: Geographical sector for Riyadh city are the following: 1 for the middle, 2 for the North, 3 for the East, 4 for the South, 5 for the West and 6 for Diriyah. * Geographical sector name: Geographical sector for Riyadh city are the following: the middle, the North, the East, the South, the West and Diriyah. * Sub-municipality code: the official code of the sub-municipalities in Riyadh. * Sub-municipality: Riyadh comprises 20 sub-municipalities. * District: Part of the city that includes a group of buildings, streets, and roads. It has a well-known name and is often surrounded by main streets that separate it from other neighborhoods. The metadata of districts are not yet stabilized and modification will be brought to the upcoming version of the dataset. * Ownership type code: 1 for public and 2 for private (only visible in the downloaded version of the dataset) * Ownership: the complete authority to access and manage data owned by Service department (Public or Private) * Data source code (only visible in the downloaded version of the dataset). * Source of data: the source of data which is curated, handled and managed by the civil affairs department. * Commercial category Code (only visible in the downloaded version of the dataset). * Commercial category: Hotel, Hotel Apartment, Residential units, Bank, Commercial complex, Commercial center, Hypermarket, Supermarket, Market store, Grocery store, Petrol station, Gas station, Not available. These categories are created by the Open Data Team to facilitate the use and re-use of the data. * Parcel area in m2: the total surface area of the parcel in square meters. * Area occupied by the service in m2: The actual area of a plot of land on the service is built. This information is reported only for public services like schools, museums, hospitals ect.. not for commercial services or pharmacies that could be part of a building with other services or residences. * Comments: The Open Data Team comments on the metadata published * Geographical coordinates (only visible in the downloaded version). 4.Updates 2025.05.21 * The names of the geographical sector, sub-municipality, and district are now available. * A new column is added "Area occupied by the service in m2" DsetIdx: >>104.
Orthophoto - Glenan - Ilot du Veau

[Lien vers la fiche source] Orthophotographie aérienne à très haute résolution spatiale (3 cm) de l'îlot du Veau, archipel de Glénan, Finistère, France. Acquisition 07/04/2025. Collaboration Réserve Naturelle de Glénan Projection Lambert 93 (EPSG 2154).
Dataset for participatory process diagnosis on pounded plantain-cassava product profile in Ivory Coast

[Lien vers la fiche source] The quality of local consumer products in West Africa depends on numerous parameters that enable them to meet consumer expectations. To increase the chances of adoption of new genotypes developed by breeders, it is necessary to increasingly deepen the identification of adoption criteria among users of these raw materials. Among the latter, processors play a key role because they are at the interface between raw material producers and consumers; they therefore need varieties that are highly processable while still producing finished products of the quality expected by consumers. This participatory assessment of the plantain and cassava processing process into Foutou (pounded dough product) aimed, through the processing of six contrasting varieties, to i) describe in detail the processing process, particularly the cooking and pounding steps; ii) compare the pounding ability of plantain varieties based on drudgery criteria; and iii) characterize the finished products based on one of their essential textural properties: their extensibility. In addition to a detailed description of the processing process, this study highlighted i) the importance of the dry matter content of the raw material, which must not be less than 30%; ii) the different pounding behaviors between varieties, with workloads that can vary by as much as twofold depending on the varieties used. This study enabled the development of new approaches to quantify the laboriousness of unit operations through video analysis. The first results presented here will need to be consolidated through additional studies on new genotypes while testing new participatory methods for describing the process of obtaining Foutou.
Tratamientos antibióticos por receta. Datos de 2024 y 2025

Nº de tratamientos antibióticos por receta por mes, provincia y área de salud, edad y sexo durante los años 2024 y 2025. Se considera un tratamiento a todos los envases de antibióticos (J01) consumidos por un paciente en un mes. Cada registro representa un paciente. Pacientes con tarjeta sanitaria de Sacyl.
Tratamientos antibióticos por receta. Datos de 2022 y 2023

Nº de tratamientos antibióticos por receta por mes, provincia y área de salud, edad y sexo durante los años 2022 y 2023. Se considera un tratamiento a todos los envases de antibióticos (J01) consumidos por un paciente en un mes. Cada registro representa un paciente. Pacientes con tarjeta sanitaria de Sacyl.
Hilfspunkte für Kinder

Der Datensatz enthält die Standorte von Hilfspunkten für Kinder im öffentlichen Raum der Stadt Paderborn. Diese Einrichtungen bieten Kindern in Notsituationen kurzfristige Hilfe, etwa bei Bedrohung, Orientierungslosigkeit oder Angst. Zu den Hilfspunkten zählen Geschäfte, Apotheken, Bibliotheken und weitere öffentliche Einrichtungen, die sich freiwillig zur Unterstützung bereit erklärt haben. Ziel ist es, Kindern sichere Anlaufstellen auf ihrem Schulweg oder im Alltag bereitzustellen.
NIRS Calibration for sensory attributes on raw fresh intact sweetpotato at CIP, Uganda.

[Lien vers la fiche source] The document highlights the NIR prediction models developed using spectra of raw intact sweetpotato roots collected across different genotypes and CIP trials in Uganda, in 2023. The process of sample and spectra collection has been documented earlier ([https://doi.org/10.18167/agritrop/00708]). Sensory reference data was collected according to documented protocols (Nakitto et al. 2022). Reference values (n=306 samples, 102 genotypes) and spectra were collected in first season of 2023 (2023A). Orange color intensity has consistently been modelled with higher accuracy (R2=0.88).
Instrumental textural and colour data, for boiled potato, at CIP, Uganda

[Lien vers la fiche source] The study used potato tubers of 73 genotypes harvested from trials in Kenya. Colour (lightness, L, redness, a, yellowness, b, chroma, C and hue, h) was measured from images of peeled raw and cooked cross-sections of potato tubers captured by the DigiEye. Texture was analysed following penetration procedure conducted on cooked potato pieces of standard size.
Kindertageseinrichtungen (Kitas)

Der Datensatz enthält die georeferenzierten Standorte von Kindertageseinrichtungen (Kitas) im Stadtgebiet von Paderborn. Erfasst sind Einrichtungen in öffentlicher, freigemeinnütziger und privater Trägerschaft. Die Daten beinhalten grundlegende Informationen wie Name der Einrichtung, Träger, Betreuungsangebot, Kapazität und Adresse. Ziel ist die Unterstützung der Planung, Analyse und Öffentlichkeitsarbeit im Bereich frühkindlicher Bildung und Betreuung.
Soil organic carbon mineralization in response to changes in soil moisture and temperatures increasing in two long-term experiments in France

[Lien vers la fiche source] These data sets represent measurements made during incubation experiments in the laboratory. The aim of these experiments was to assess the sensitivity of carbon stored by agroecological practices to extreme climatic events such as changes in soil moisture regime and increases in temperature. To do so, we monitored soil carbon mineralization from two long-term experiments where agroecological practices have been implemented since 1998. These datasets present incubation measurements including daily absolute carbon mineralization (in µg Cmin/ g dry soil/ day), cumulative absolute carbon mineralization (in µg Cmin/ g dry soil) and cumulative specific carbon mineralization (in µg Cmin/g.SOC). Moisture treatments tested: WET represents a continuously wet scenario at pF 1.5; MWET a continuously moderated wet scenario at pF 2.5; DWC represents a dry-wet cycles scenario and DRY a continuously dry scenario at pF 4.2. All moisture treatments were incubated at same temparature, i.e., 20°C. For temperature, the soils were incubated at either 20°C, 28°C and 35°C. All temperature treatments were maintained at the same moisture, i.e., pF 2.5. Agricultural practices concerned in the Cage experiment: CON-LC represents the conventional agriculture; ORG represents the organic agriculture and CA represents the conservation agriculture. Agricultural practices concerned in the QualiAgro experiment : CON-QA represents the conventional agriculture without organic inputs MSW represents the Municipal solid waste compost; BIOW represents the biowaste compost and FYM represents the Farmayard manure.
Dataset on the extensibility of pounded yam from different yam genotypes (by KDGE) in Côte d'Ivoire

[Lien vers la fiche source] The CNRA yam genetic resources collection contains a diversity of accessions consisting of traditional, introduced and hybrid varieties. This collection was the subject of characterization of the quality of pounded yam (foutou) in order to identify varieties suitable for making pounded yam. The sensory parameters measured are the extensogram peak force (N), extensibility (mm), extension area (k.mm). The results show that the measured parameters are positively and strongly correlated. Among these parameters, the extension area (k.mm) best discriminates the two species and extensibility the genotypes. PCA coupled with ascending hierarchical classification (ACH) made it possible to screen the varieties into three classes taking into account their extensibility, that is to say their ability to make pounded yam that pulls. Class 1 consists of 10 varieties with high extensibility. The varieties in this class, all of the species D. rotundata, are capable of making good pounded yam and can therefore be selected. Class 2 includes 21 varieties with medium extensibility. The varieties in this class, which include both D. rotundata and D. alata varieties, can make foutou of medium quality. Class 3 includes varieties of D. rotundata, and most of the varieties of D. alata have low extensibility and cannot produce good quality pounded yam (foutou).
Legislaturziele Stadt St.Gallen

Der Stadtrat der Stadt St.Gallen bestimmt und veröffentlicht Legislatur- und Jahresziele, welche den Handlungsfeldern der Vision 2030 zugeordnet werden. Diese Ziele werden jeweils am Ende des Jahres, bzw. der Legislatur bewertet und im Geschäftsbericht der Stadt St.Gallen veröffentlicht. Der Datensatz zeigt die Legislaturziele und die jeweilige Bewertung bei abgeschlossenen Legislaturen. Mehr Informationen und die jeweiligen PDF-Dokumente finden Sie hier: [Stadtrat: Vision 2030 und Legislaturziele] [Geschäftsbericht: Legislatur- und Jahresziele, inkl. Bewertung]
Location Agencies - SP

This Dataset is a characterization of each service agency opened by municipality and is composed of the following elements: * Municipality: Name of the municipality where the agency is located. * Region: Region of the municipality where the agency is located. * Reference point: A reference location near the agency. * Address: Street, number and neighborhood of the agency * Opening hours: Opening hours of the agency. This dataset is updated monthly on the 15th of each month, always reflecting the data from the previous two months. The information provided by EDP is a view of the values taken from the system and is based on the time it is collected. The data contained in this dataset is naturally very dynamic and may be subject to changes and updates. Therefore, occasional omissions and/or inaccuracies may occur. Therefore, EDP is not responsible to third parties, partners, service providers, contractors, customers and users for any damages that may arise as a direct or indirect consequence of the use of this information. Please note that direct comparisons between databases from different sources are not recommended, as discrepancies may arise. It is essential to verify the accuracy and up-to-dateness of the data before carrying out interventions, calculations and/or estimates.
TPG collisions with third parties

This dataset provides a comprehensive list of accidents involving TPG vehicles, other types of vehicles, and pedestrians. It includes a synthetic severity index that integrates human, operational, material, and media factors to offer an overall assessment of the severity of each accident. The dataset also contains the geographic location of each collision, helping users identify accident-prone areas within the network. The geographic position is either provided by the control center, which records the information in the database, or corresponds to that of the nearest stop. The reported location of a collision may differ slightly from its actual position due to precision limitations of our AVL Automatic Vehicle Location system. This can result, for example, from the vehicle moving after the event or from inaccurate recording of the event by the control center. Despite these limitations, the overall quality of the information remains generally very high. This information can support awareness and safety measures for private drivers and pedestrians.
Location Agencies - ES

This Dataset is a characterization by self-service kiosk or by service agency opened by municipality, and is composed of the following elements: * Municipality: Name of the municipality where the agency is located. * Region: Region of the municipality where the agency is located. * Reference point: A reference location near the agency. * Address: Street, number and neighborhood of the agency * Opening hours: Opening hours of the agency. This dataset is updated monthly on the 15th of each month, always reflecting the data from the previous two months. The information provided by EDP is a view of the values taken from the system and is based on the time it is collected. The data contained in this dataset is naturally very dynamic and may be subject to changes and updates. Therefore, occasional omissions and/or inaccuracies may occur. Therefore, EDP is not responsible to third parties, partners, service providers, contractors, customers and users for any damages that may arise as a direct or indirect consequence of the use of this information. Please note that direct comparisons between databases from different sources are not recommended, as discrepancies may arise. It is essential to verify the accuracy and up-to-dateness of the data before carrying out interventions, calculations and/or estimates.
Observatory of killed journalist

This Observatory provides updated information on the killing of journalists since 1993 and on the [judicial status of condemned cases] since 2006. It also provides [public access to country responses] to UNESCO's requests for information into the judicial status of ongoing and unresolved cases. You may browse the [full list of killed journalists] and search for [visual statistics and data]. This Observatory makes publicly accessible UNESCO’s work on [monitoring and reporting on the safety of journalists], as well as on global impunity for these crimes, data which is largely collected through the [Director-General's Report on the Safety of Journalists and the Danger of Impunity.] It forms an essential part of the implementation of the [UN Action Plan on the Safety of Journalists and the Issue of Impunity].
Distribution maps and microsatellite data of native leafless Vanilla species (Orchidaceae) in Madagascar

[Lien vers la fiche source] We conducted a study to update the geographical distribution of leafless Vanilla species from Madagascar and assess their potential threats with regard to suitable habitats, genetic diversity, reproductive status and potential evolution of their futur ranges. Present and futur (2050, 2080) potential distribution maps from extensive prospecting in Madagascar and verified online data points are provided here in raster format. Microsatellite genotyping data for 98 samples from the University of Antananarivo's Vanilla collection are available in the csv file.