cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14834924
title: Ambient magnetic field-based positioning with  smartphones: a comparison of different  f  ingerprinting methods

description: This dataset provides athe supporting material for the work entitled Ambient Magnetic Field-Based Positioning with Smartphones: A Comparison of Different Fingerprinting Methods, presented at the 2025 International Instrumentation and Measurement Technology Conference (I2MTC 2025) and published in the Zenodo repository. The document includes the following components:

1) A description of the experimental environment and setup. 2) An extended version of the results. 3) A comprehensive descriptor of the attached database. 4) Documentation of the accompanying code.
DOI: 10.15468/dl.huax3x
title: Occurrence Download

description: A dataset containing 665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canis lupus",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2023-2024"
 ]
}

 The dataset includes 665 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053217-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/jxs806
title: Twee huizen op de stadsmuur
title: Archeologisch onderzoek binnen Bocht 15 in Enkhuizen

description: Eind 2023 vond op het perceel Bocht 15 in Enkhuizen een archeologische opgraving variant begeleiding plaats tijdens het uitgraven van het gebouw ten behoeve van funderingsherstel en verbouw. Bocht 15 bestond oorspronkelijk uit twee huizen: een hoekhuis en een muurhuis ten zuiden daarvan. De geformuleerde onderzoeksvragen zijn terug te vinden in paragraaf 3.1. Binnen het pand is ongeveer 35-40 cm grond uitgegraven. Sporen die hierbij tevoorschijn kwamen zijn gedocumenteerd en er zijn vondsten verzameld. De gevolgde methode van het onderzoek is in meer detail beschreven in paragraaf 3.2.

In de 16de eeuw, volgens de 17de-eeuwse stadskroniek van Brandt in 1535, is langs de Bocht een stenen stadsmuur gebouwd. Uit het archeologisch onderzoek bleek de stadsmuur direct onder de moderne betonvloer aanwezig was, ter plaatse van de westgevel van het muurhuis en de zuidgevel van het hoekhuis. Aan de stadszijde bevonden zich funderingen van spaarbogen.
Aan het einde van de 16de eeuw is de stadsmuur afgebroken, waarna huizen zijn gebouwd. Het hoekhuis moet als eerste zijn gebouwd. Uit historische bronnen is bekend dat het muurhuis van Bocht 15 en het naastgelegen muurhuis Bocht 11-13 gelijktijdig zijn gebouwd in 1592/1593. Door de ligging op de stadsmuur zijn de muurhuizen smal en hebben zij een trapeziumvormige plattegrond. De scheidingsmuur tussen het hoekhuis en het muurhuis lag aanvankelijk op een andere plek, doordat het hoekhuis wat groter was. Waarschijnlijk vond in 1683 een grote verbouwing plaats van het muurhuis, waarbij het is verlengd richting het noorden, is verhoogd met een extra verdieping en de oostgevel opnieuw is opgemetseld. Binnen de huizen zijn verschillende waterkelders, een ronde waterput en een haardplaats met askuil aangetroffen. In de souterrains van de huizen lagen vloeren van baksteen en plavuizen van aardewerk en natuursteen. 
Tegen de westgevel van de muurhuizen zijn op zeker moment houten hangkamers gebouwd, om het oppervlak van het gebouw te vergroten. In ieder geval in de 17de eeuw was al een smalle tuin aanwezig langs het muurhuis. 
Het hoekhuis en muurhuis zijn in de 19de eeuw samengevoegd. In 1939 is het gebouw afgebroken en nieuw gebouwd in historiserende stijl, deels berust op fantasie.
DOI: 10.15468/dl.xd483f
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CatalogNumber is one of (247493-1, 188226-1, 216244-1, 215759-1, 215780-1, 211275-1)",
 "DatasetKey is Colección de plantas vasculares del herbario de la Universitat de València (VAL)"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053218-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17936782
title: Anonymised dataset
DOI: 10.17026/ar/tnmqkn
title: KSP 24149 Uden -Velmolenweg 50 BO+IVO-V
title: Archeologisch Bureauonderzoek en Inventariserend Veldonderzoek (booronderzoek), verkennende fase Velmolenweg 50 te Uden Gemeente Maashorst

description: Vervolgens is deze verwachting getoetst door middel van een inventariserend veldonderzoek, verkennende fase. Uit het booronderzoek is gebleken dat in twee van de zes boringen onder een geroerde ophoging van 30 à 40 cm een humeus pakket voorkwam tot ca. 70 cm-mv met daaronder een restant van de podzolbodem. In twee boringen was een dunne menglaag aanwezig tot 80 cm-mv. In een boring reikte het humeuze dek tot 110 cm-mv en de podzolbodem tot 130 cm-mv. In de laatste boring was verstoord tot aan de C-horizont (tot 100 cm-mv).
De resultaten van het booronderzoek geven geen aanleiding om de lage verwachting voor resten uit de Late Middeleeuwen (vanaf de 13e eeuw) tot en met de Nieuwe tijd bij te stellen. Aangezien de podzolbodem in de helft van de boringen aanwezig is kan de verwachting voor vuursteenvindplaatsen uit het Laat-Paleolithicum tot en met het Neolithicum van een hoge verwachting bijgesteld worden naar een lage verwachting. Gezien de veelal intacte of ondiep verstoorde bodemopbouw blijft de archeologische verwachting voor nederzettingsresten uit het Neolithicum tot en met de Volle Middeleeuwen (tot in de 13e eeuw) gehandhaafd. 

Op basis van de intactheid van de bodem in het plangebied kan een archeologische vindplaats aanwezig zijn. Op basis van de diepteligging van het potentiële archeologische niveau wordt vervolgonderzoek aanbevolen bij bodemingrepen (bebouwing, aanleg bestrating, verwijderen en aanbrengen diepwortelende beplanting, aanleg kabels en leidingen) dieper dan 45 cm beneden maaiveld over een oppervlak van meer dan 250 m² (gelijk aan de huidige beleidskaart) buiten de bestaande bebouwing en buiten 50 cm van bestaande kabel/leiding tracés.
KSP Archeologie adviseert bij een overschrijding van deze grenzen een proefsleuvenonderzoek geadviseerd. Voorafgaand aan het proefsleuvenonderzoek zal er een Programma van Eisen (PvE) opgesteld moeten worden en ter goedkeuring aangeboden moeten worden aan de bevoegde overheid.

Kragten heeft het onderzoek namens de gemeente beoordeeld. Het advies aan de gemeente Maashorst is om ter plaatse van de nieuwe bebouwing, en eventuele andere bodemingrepen dieper dan 45 cm -maaiveld, een archeologisch vervolgonderzoek uit te laten voeren. Dit onderzoek is noodzakelijk vanaf de sloop van de ondergrondse funderingen, waarna direct een (archeologische) werkput aangelegd kan worden. Enkel wanneer er op basis van het technisch ontwerp evident geen grootschalige grondroerende werkzaamheden plaatsvinden, bijvoorbeeld door enkel stroken voor de funderingen te ontgraven, en dus geen bouwput of kelders aan te leggen, kunnen we dit advies herzien.
Op 18 november 2025 is een nieuw technisch ontwerp gemaakt waarbij de infiltratiekratten maximaal 45 cm diep reiken en daarbij geen kruipruimte/bouwkuip is toegepast. De strokenfundering wordt plaatselijk uitgegraven.
DOI: 10.17894/ucph.e610ad78-041a-43e8-8efb-33f103702fce
title: DFT adsorption database 2A2CINO2P3R
DOI: 10.15468/dl.bkysk6
title: Occurrence Download

description: A dataset containing 7203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((4.4358218591803675 50.58355745227347, 4.434477591494395 50.59232760326152, 4.4304703509241605 50.60076217649831, 4.423952891345532 50.60853677531417, 4.415174843386538 50.615352235441854, 4.404473248558933 50.620946181214094, 4.392259652296719 50.6251031788092, 4.379004244799899 50.62766308563996, 4.3652176656844475 50.62852726427002, 4.3514311909110255 50.627662412926185, 4.338176092390215 50.62510185928996, 4.325962997749598 50.620944265701695, 4.315262077740695 50.61534979768417, 4.306484851662603 50.60853390913975, 4.299968329240954 50.60075899218827, 4.295962104918736 50.592324223290774, 4.29461889340439 50.583554006588436, 4.295988850577747 50.574785467622924, 4.300017868949273 50.5663554840515, 4.306549879174123 50.558587753810144, 4.315333035416427 50.55178039548917, 4.326029518465298 50.5461945513297, 4.338228561099405 50.54204442175582, 4.351462188772849 50.53948910375953, 4.365223077654178 50.53862653616746, 4.378983862897298 50.539489775486345, 4.392217183599042 50.54204573945143, 4.404415727611224 50.54619646445938, 4.415111539379737 50.551782830667825, 4.423893877279478 50.558590617601865, 4.430424953347004 50.566358666537916, 4.434452957474818 50.57478884660671, 4.4358218591803675 50.58355745227347))",
 "KingdomKey is one of (Animalia, Fungi, Plantae)",
 "Year is one of (2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025)"
 ]
}

 The dataset includes 7203 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053220-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tbdrf
title: Occurrence Download

description: A dataset containing 28958317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (March, April, May, June, February, July)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 28958317 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053201-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vf2jeb
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "TaxonKey is Trichogramma achaeae",
 "Year 2000-2019"
 ]
}

 The dataset includes 22 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053222-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7ryf3
title: Occurrence Download

description: A dataset containing 1855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vespa mandarinia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is not null",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1855 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053223-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82261/fbxy-p695
title: Roman Open Data
DOI: 10.26165/juelich-data/jscakl
title: CrIS Observations of Gravity Waves

description: This data repository provides access to atmospheric gravity wave observations derived from the Cross-Track Infrared Sounder (CrIS) onboard the Suomi National Polar-orbiting Partnership (Suomi NPP) and NOAA Joint Polar Satellite System (JPSS) satellites. Stratospheric gravity wave activity is inferred from infrared radiance measurements in the 4.3 µm and 15 µm carbon dioxide absorption bands. The repository includes browse imagery and daily netCDF data files containing brightness temperature products, with coverage from 2015 to the present.
DOI: 10.5281/zenodo.13919312
title: Decalcification teeth dataset

description: Raw data from LIBS measurements for each decalcifying agent (DC1, HNO3, HCOOH, microdecfast, Lowy's agent) and non-decalcified sample. Each sample has two data files - .libsdata and .libsmetadata - both of these are needed for further data processing (one contains measured spectra, and the other contains measurement info).
DOI: 10.5281/zenodo.13919313
title: Decalcification teeth dataset

description: Raw data from LIBS measurements for each decalcifying agent (DC1, HNO3, HCOOH, microdecfast, Lowy's agent) and non-decalcified sample. Each sample has two data files - .libsdata and .libsmetadata - both of these are needed for further data processing (one contains measured spectra, and the other contains measurement info).
DOI: 10.5281/zenodo.17936053
title: Catalyst-free aerobic photooxidation of sensitive benzylic alcohols with chemoselectivity controlled using DMSO as the solvent

description: The drawbacks commonly observed in synthetic methods for alcohol oxidation often stem from the utilization of complex, toxic, hazardous, or waste-producing oxidants. When sensitive or complex substrates bearing several functional groups are to be transformed, the selectivity of oxidation becomes another significant challenge. Herein, a chemoselective and operationally simple catalyst-free and additive-free method is presented for the aerial oxidation of 1-phenylpropargyl and 1-phenylallyl alcohols to their corresponding ketones, requiring only a solvent and visible light irradiation. The crucial role of dimethylsulfoxide (DMSO) as the solvent lies in achieving high chemoselectivity. Singlet oxygen, whose formation is photosensitized by the substrate and the product, is captured by DMSO, thereby preventing the undesired over-oxidation that occurs in other solvents. The application of DMSO to protect the substrate against singlet oxygen represents a novel approach that is potentially applicable to other aerobic photocatalytic processes.
DOI: 10.5281/zenodo.17936052
title: Catalyst-free aerobic photooxidation of sensitive benzylic alcohols with chemoselectivity controlled using DMSO as the solvent

description: The drawbacks commonly observed in synthetic methods for alcohol oxidation often stem from the utilization of complex, toxic, hazardous, or waste-producing oxidants. When sensitive or complex substrates bearing several functional groups are to be transformed, the selectivity of oxidation becomes another significant challenge. Herein, a chemoselective and operationally simple catalyst-free and additive-free method is presented for the aerial oxidation of 1-phenylpropargyl and 1-phenylallyl alcohols to their corresponding ketones, requiring only a solvent and visible light irradiation. The crucial role of dimethylsulfoxide (DMSO) as the solvent lies in achieving high chemoselectivity. Singlet oxygen, whose formation is photosensitized by the substrate and the product, is captured by DMSO, thereby preventing the undesired over-oxidation that occurs in other solvents. The application of DMSO to protect the substrate against singlet oxygen represents a novel approach that is potentially applicable to other aerobic photocatalytic processes.
DOI: 10.15468/dl.66nzgf
title: Occurrence Download

description: A dataset containing 20946186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "DatasetKey is INPN - Données flore des CBN agrégées par la FCBN",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 20946186 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053213-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14162593
title: NEVArt
DOI: 10.34740/kaggle/dsv/14162539
title: NEVArt - Eye Tracking
DOI: 10.5281/zenodo.17935510
title: Real Time Video Dataset

description: This research presents a task-oriented and semantics-aware communication framework for augmented reality (TSAR) to enhance communication efficiency and effectiveness in 6G, which includes semantic information extraction, task-oriented semantics-aware wireless communication, avatar pose recovery and rendering. The whole system is based on a targeting machine and a provision machine. The point cloud dataset, produced from FM POINTS, encapsulates the complete Augmented Reality (AR) landscape and written in a PLY file. Originating from a densely packed data set of more than 30,000 individual points, it's subjected to a process of downsampling, wherein it is reduced to a manageable subset of 2,048 distinct points without significantly compromising the overall visual and data integrity of the AR scenery.
DOI: 10.5281/zenodo.17935511
title: Real Time Video Dataset

description: This research presents a task-oriented and semantics-aware communication framework for augmented reality (TSAR) to enhance communication efficiency and effectiveness in 6G, which includes semantic information extraction, task-oriented semantics-aware wireless communication, avatar pose recovery and rendering. The whole system is based on a targeting machine and a provision machine. The point cloud dataset, produced from FM POINTS, encapsulates the complete Augmented Reality (AR) landscape and written in a PLY file. Originating from a densely packed data set of more than 30,000 individual points, it's subjected to a process of downsampling, wherein it is reduced to a manageable subset of 2,048 distinct points without significantly compromising the overall visual and data integrity of the AR scenery.
DOI: 10.5281/zenodo.17936879
title: FoRDM application example supplementary (R code and dataset)

description: We provide the supplementary data used for applying the FoRDM framework in our manuscript, including the R code and the dataset containing management alternatives, states of the world, and corresponding objective values simulated with the LanClim model.
DOI: 10.5281/zenodo.17936880
title: FoRDM application example supplementary (R code and dataset)

description: We provide the supplementary data used for applying the FoRDM framework in our manuscript, including the R code and the dataset containing management alternatives, states of the world, and corresponding objective values simulated with the LanClim model.
DOI: 10.5281/zenodo.17935682
title: RAN Dataset

description: This dataset contains Radio Access Network (RAN) metrics collected using the KPM xApp in a 5G emulation environment based on OpenAirInterface (OAI). It includes time-series measurements representing network behavior over 5 weeks (~10,080 samples).
DOI: 10.5281/zenodo.17935683
title: RAN Dataset

description: This dataset contains Radio Access Network (RAN) metrics collected using the KPM xApp in a 5G emulation environment based on OpenAirInterface (OAI). It includes time-series measurements representing network behavior over 5 weeks (~10,080 samples).
DOI: 10.5281/zenodo.17898230
title: Anexo III

description: Anexo III. Listados de zonas prospectadas, yacimientos arqueológicos y fichas de fragmentos cerámicos recogidos en prospección y analizados en laboratorio

Tesis doctoral: "Poblamiento y paisaje medieval en los cursos altos de los ríos Guadalbullón y Jandulilla (Sierra Mágina, Jaén)"
DOI: 10.5281/zenodo.17936114
title: Anexo III

description: Anexo III. Listados de zonas prospectadas, yacimientos arqueológicos y fichas de fragmentos cerámicos recogidos en prospección y analizados en laboratorio

Tesis doctoral: "Poblamiento y paisaje medieval en los cursos altos de los ríos Guadalbullón y Jandulilla (Sierra Mágina, Jaén)"
DOI: 10.5255/ukda-sn-9492-1
title: Public Sector Management Practices Survey, 2023: Secure Access
title: PSMPS

description: &lt;div&gt;The &lt;span style="font-style: italic;"&gt;Public Sector Management Practices Survey&lt;/span&gt; (PSMPS), commissioned by HM Treasury as part of a Public Services Productivity Review, was based on the Management and Expectations Survey (MES). It aimed to collect intelligence on the use of structured management practices, technology use, administrative burdens, and barriers to improving organisational practices across publicly funded services.&lt;/div&gt;&lt;div&gt;&lt;br&gt;&lt;/div&gt;&lt;div&gt;The dataset is in wide-format, where each row references a unique organisation and each column a characteristic or data-point associated with that organisation. Each organisation is classified to a part of the public sector, as well as region, employment size and SIC 2007 code. Survey answers are categorical data-points, stored numerically with categorical mappers provided, to allow numerical values to be converted to strings as required.&lt;/div&gt;&lt;div&gt;&lt;br&gt;&lt;/div&gt;&lt;div&gt;Management practice scores are included for each level of aggregation: scoring question, section and total. Rounded designed post a-weights are included, and can be used to compile weighted survey results. This pilot survey was sent to ~ 14,500 legally defined public sector organisations. This meant organisations commonly considered as public-sector, such as General Practitioners were excluded.&lt;/div&gt;&lt;div&gt;&lt;br&gt;&lt;/div&gt;&lt;div&gt;Outside the education and local-health sector, organisations were censused. Local healthcare units (hospitals, clinics etc) where threshold sampled based on employment. Educational organisations (schools) were randomly sampled, but also included a census component based on strata-specific features (size).&lt;/div&gt;&lt;div&gt;&lt;br&gt;&lt;/div&gt;&lt;div&gt;As this is the first version of the survey, no variable was used to adjust the random sample component by variance of the target variable (management practice score).&lt;/div&gt;&lt;div&gt;&lt;br&gt;&lt;/div&gt;&lt;div&gt;A total of 1,943 organisations responded to the voluntary survey, a response rate of 13.4%.&lt;/div&gt;
DOI: 10.5281/zenodo.17936907
title: Pyrogenic carbon and other soil physico-chemical characteristics in a small agricultural watershed in the west of France

description: This is the dataset associated with the article Lebrun Thauront et al. "Subsoils, but not toeslopes, store millennia-old PyC in a gently sloping catchment under temperate climate after centuries of cultivation" accepted for publication in Biogeosciences in December 2025.

The file Lebrun_Thauront_2025_data_corr.csv contains data on soil carbon (including pyrogenic carbon by two methods, CTO-375 and HyPy), soil chemistry and soil texture, for 16 sites located along three transects in the Coët-Dan watershed (Naizin, Britanny, France).

The file Lebrun_Thauront_2025_metadata.odt contains variables description.
DOI: 10.5281/zenodo.15612861
title: Pyrogenic carbon and other soil physico-chemical characteristics in a small agricultural watershed in the west of France

description: This is the dataset associated with the article Lebrun Thauront et al. "Subsoils, but not toeslopes, store millennia-old PyC in a gently sloping catchment under temperate climate after centuries of cultivation" accepted for publication in Biogeosciences in December 2025.

The file Lebrun_Thauront_2025_data_corr.csv contains data on soil carbon (including pyrogenic carbon by two methods, CTO-375 and HyPy), soil chemistry and soil texture, for 16 sites located along three transects in the Coët-Dan watershed (Naizin, Britanny, France).

The file Lebrun_Thauront_2025_metadata.odt contains variables description.
DOI: 10.34740/kaggle/dsv/14162687
title: Peer-to-Peer Boliviano (BOB) Exchange Data