cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/stfpms
title: Synthèse de la Répartition des populations de cerf sika en 2006 (réseau Ongulés sauvages ONCFS-FNC-FDC)

description: Cartographie de synthèse de la présence communale du cerf sika en France métropolitaine par un réseau de correspondants ONCFS-FNC-FDC, formé et piloté par l'ONCFS sur le plan scientifique et technique. Les zones cartographiées correspondent aux communes de présence continue des populations de l'espèce telles que connues par les professionnels. Des données sur les tableaux de chasse et les modalités de suivi sont aussi recueillies pour ces populations. Ce jeu de données correspond à la présence de l'espèce en 2005, et publié en 2006.
DOI: 10.15468/dl.5mepwy
title: Occurrence Download

description: A dataset containing 52100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ZMB.5.3_2",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 52100 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039241-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahrmuw
title: Occurrence Download

description: A dataset containing 1339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parapercis hexophtalma",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1339 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039268-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.au5jck
title: Occurrence Download

description: A dataset containing 57421 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Atlas of Danish Mammals"
 ]
}

 The dataset includes 57421 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039259-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/vkdddz
title: Surveillance EE ONCFS - Programme BDbiodiv ONCFS Espèces Exotiques

description: Surveillance de toutes les espèces exotiques par les agents de l'ONCFS au cours de leurs missions courantes, et autres observations naturalistes de ces espèces.
DOI: 10.15468/dl.f3usep
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Benin",
 "OccurrenceStatus is Present",
 "TaxonKey is Raphia vinifera",
 "Year 2010-2025"
 ]
}

 The dataset includes 34 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039269-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e210786v1-191520
title: Code for: Do Tuition Subsidies Raise Political Participation?

description: Civic externalities motivate public education expenditures, but estimates of the civic returns to large-scale education subsidies are scarce. We use 16 million financial aid applications and a regression discontinuity (RD) design to estimate how the United States' largest tuition-free college program impacts political participation. We find that each of the 2.6 million awards increased a student's voter turnout rate by 4 to 12 percentage points in 2020, raising total voter turnout by 1 percentage point and Biden's margin of victory by 0.5 percentage points in the awarding state. We calculate that 1 out of every 66 voters cast a ballot because of the tuition subsidy and find evidence consistent with peer socialization, among other mechanisms. The results are externally validated with another RD design using 2.5 million students local to a notch in the generosity of another financial aid program. Our findings demonstrate that the civic externalities of education spending can be large enough to sway elections.
DOI: 10.15468/6x92sg
title: Suivi des oiseaux de passage : programme ACT - Programme ACT : Répartition Grive littorne 2010 - 2014 Coordonnées GPS Lambert 93

description: Aire de reproduction de l'espèce Grive littorne fondée sur la présence de mâles chanteurs au printemps (avril – juin), à partir de points d’écoutes répartis le long d’itinéraires échantillons. Environ 5 000 points ont été visités chaque année entre 2010 et 2014
DOI: 10.5281/zenodo.16117586
title: Local controls rather than short-term drought regulate microbial phosphorus and greenhouse gas dynamics in floodplain sediments

description: This dataset comprises data from the associated study "Local controls rather than short-term drought regulate microbial phosphorus and greenhouse gas dynamics in floodplain sediments" published in Biogeochemistry (doi to be added).
DOI: 10.5281/zenodo.16117585
title: Local controls rather than short-term drought regulate microbial phosphorus and greenhouse gas dynamics in floodplain sediments

description: This dataset comprises data from the associated study "Local controls rather than short-term drought regulate microbial phosphorus and greenhouse gas dynamics in floodplain sediments" published in Biogeochemistry (doi to be added).
DOI: 10.5281/zenodo.17632197
title: Climate Predictors of Child Undernutrition: Insights from a Machine Learning Model
DOI: 10.5281/zenodo.17632196
title: Climate Predictors of Child Undernutrition: Insights from a Machine Learning Model
DOI: 10.15468/di8kjy
title: Données de Mammifères SPM Frag'îles - Données d'observations visuelles de Mammifères marins à Saint Pierre et Miquelon. SPM Frag'île

description: Données d'observations visuelles de Mammifères marins récoltées de manière opportuniste à Saint Pierre et Miquelon entre 2008 et 2013. Ces données ont été validées par le CSTPN jusqu'en 2012.



Ce jeu a contribué à l'atlas des Mammifères marins publié en 2016.
DOI: 10.34740/kaggle/dsv/13767209
title: Indian E-Commerce Customer Behavior & Purchase
DOI: 10.15468/dl.gy5ugp
title: Occurrence Download

description: A dataset containing 331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambystoma mexicanum",
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 331 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039270-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/o5yuhz
title: 1999-2023 Capercaillie Annual Lek Monitoring, Summary Data

description: This dataset contains the minimum number of males/lek/year summarised from standard early morning lek surveys between late April and early May. Leks are surveyed using standard methodology and are usually either viewed from a hide or a vehicle. Some sites require walking to look for signs on the ground (this is done after 06:00am to prevent disturbance at crucial time). COVID-19 restrictions limited survey season in 2020. Therefore, there are only a limited number of records for 2020.
DOI: 10.15468/dl.taq4v7
title: Occurrence Download

description: A dataset containing 112 records in GBIF matching the query:
SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, genusKey, genus, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate, null)) AS minTemporalUncertainty FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND genusKey IN (2284443, 2202786, 2161911, 2161467, 7652364, 2176168, 3092125, 2771094, 8782549, 2457378, 2453882, 2457825, 2454645, 2465626, 2466496, 2459675, 2444141, 2444221, 2447418, 2441658, 2442664, 3266899, 2473221, 2445496, 5221394, 2443339, 4553469) AND countrycode = 'BE' AND "year" &gt;= 1900 AND hasCoordinate = TRUE AND genusKey IS NOT NULL AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND (LOWER(identificationVerificationStatus) NOT IN ( 'unverified', 'unvalidated', 'not validated', 'under validation', 'not able to validate', 'control could not be conclusive due to insufficient knowledge', 'uncertain', 'unconfirmed', 'unconfirmed - not reviewed', 'validation requested' ) OR identificationVerificationStatus IS NULL) AND COALESCE(coordinateUncertaintyInMeters, 1000) &lt;= 10000 GROUP BY "year", eeaCellCode, classKey, class, genusKey, genus ORDER BY "year" DESC, eeaCellCode ASC, genusKey ASC;

 The dataset's 112 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039257-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/6llrao
title: Suivi des oiseaux de passage : programme ACT - Programme ACT : Répartition Faisan commun 2012 - 2016 Coordonnées GPS Lambert 93

description: Aire de reproduction de l'espèce Faisan commun fondée sur la présence de mâles chanteurs au printemps (avril – juin), à partir de points d’écoutes répartis le long d’itinéraires échantillons. Environ 5 000 points ont été visités chaque année entre 2012 et 2016
DOI: 10.15468/dl.5xc7n8
title: Occurrence Download

description: A dataset containing 568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Bat occurrences from Bulgaria",
 "TaxonKey is Rhinolophus euryale"
 ]
}

 The dataset includes 568 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039272-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89ahkn
title: Occurrence Download

description: A dataset containing 57421 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Atlas of Danish Mammals"
 ]
}

 The dataset includes 57421 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039262-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/p2y2z6
title: Inventaires de la faune exotique envahissante-Inventaire sur les vers plats terrestres introduits en France métropolitaine et en outre-mer

description: L'inventaire porte sur des données d'occurrence de vers plats terrestres en France métropolitaine et en outre-mer. Cet inventaire fait appel aux sciences participatives
DOI: 10.15468/dl.59gdng
title: Occurrence Download

description: A dataset containing 2 records in GBIF matching the query:
SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, familyKey, family, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate, null)) AS minTemporalUncertainty FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND countrycode = 'BE' AND "year" &gt;= 1900 AND hasCoordinate = TRUE AND familyKey IS NOT NULL AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND (LOWER(identificationVerificationStatus) NOT IN ( 'unverified', 'unvalidated', 'not validated', 'under validation', 'not able to validate', 'control could not be conclusive due to insufficient knowledge', 'uncertain', 'unconfirmed', 'unconfirmed - not reviewed', 'validation requested' ) OR identificationVerificationStatus IS NULL)AND familyKey IN (5666)AND COALESCE(coordinateUncertaintyInMeters, 1000) &lt;= 10000GROUP BY "year", eeaCellCode, classKey, class, familyKey, family ORDER BY "year" DESC, eeaCellCode ASC, familyKey ASC;

 The dataset's 2 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039260-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/3in3fb
title: MODIRISK:RBINS Diptera: Culicidae Collection

description: MODIRISK aimed at studying biodiversity of mosquitoes and monitoring/predicting its changes, and hence actively prepares to address issues on the impact of biodiversity change with particular reference to invasive species and the risk to introduce new pathogens. This is essential in the perspective of the ongoing global changes creating suitable conditions for the spread of invasive species and the (re)emergence of vector-borne diseases in Europe. The main strengths of the Modirisk project in the context of sustainable development are the link between biodiversity and health-environment, and its contribution to the development of tools to better describe the spatial distribution of mosquito biodiversity. MODIRISK addresses key topics of the global initiative Diversitas, which was one of the main drivers of the 'Research programme Science for a Sustainable Development' www.belspo.be (SSD).

This MODIRISK dataset contains the historic and recent Culicidae specimens, preserved in the Collections of the Royal Belgian Institute of Natural Sciences.
The project was coordinated by the Institute of Tropical Medicine(http://www.itg.be/E) in Antwerp.
DOI: 10.15468/dl.dm96ak
title: Occurrence Download

description: A dataset containing 6132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ptilopsis granti",
 "Year 2000-2025"
 ]
}

 The dataset includes 6132 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039273-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zs4hp
title: Occurrence Download

description: A dataset containing 521 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mustelus manazo"
 ]
}

 The dataset includes 521 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039274-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/jf9nt2
title: Regroupement d'études et d'inventaires-Regroupement de données mammifères (hors chiroptères) récoltées sur la période de 2002-2014 par Cistude Nature

description: Données de présence de mammifères récoltées dans le cadre de diverses études et activités bénévoles menées par Cistude Nature de février 2002 à octobre 2014.
Un dénombrement est renseigné pour chaque observation. Le processus d'observation et des indices de présence sont notés pour certaines données.
DOI: 10.5281/zenodo.17574766
title: Dataset for "Satellite reentry predictions during Sudden Stratospheric Warmings" in Space Weather

description: The NetCDF files contain global 4-D (time, height, latitude, longitude) neutral mass density fields (rho, in kg m⁻³) from SD-WACCMX simulations for 2009 and 2023. Each file covers January 1–February 28, including the SSW period, with hourly resolution and 46 vertical levels (110-200 km). The data capture the modeled thermospheric response to SSW-related lower-atmosphere forcing and are used to assess density variations relevant to satellite reentry.
DOI: 10.5281/zenodo.17574765
title: Dataset for "Satellite reentry predictions during Sudden Stratospheric Warmings" in Space Weather

description: The NetCDF files contain global 4-D (time, height, latitude, longitude) neutral mass density fields (rho, in kg m⁻³) from SD-WACCMX simulations for 2009 and 2023. Each file covers January 1–February 28, including the SSW period, with hourly resolution and 46 vertical levels (110-200 km). The data capture the modeled thermospheric response to SSW-related lower-atmosphere forcing and are used to assess density variations relevant to satellite reentry.
DOI: 10.15468/7nhjq2
title: Inventaire de la flore de Lot-et-Garonne 2013-2018 - Inventaire de la flore de Lot-et-Garonne 2018

description: Campagne 2018 du programme pluriannuel d'inventaire systématique de la flore vasculaire du Lot-et-Garonne mené par le CBN Sud-Atlantique
DOI: 10.15468/f8l6tr
title: Données de l'association Nature 18 - Données Nature 18 - Études faune 2016

description: Données de faune produites en 2016 dans le cadre d'inventaires et de suivis d'espèces patrimoniales, dont espèces PNA, et de la réalisation de l'atlas des Odonates du Cher.
DOI: 10.15468/d3gq2w
title: Suivi des oiseaux de passage : programme FLASH - Programme FLASH : Répartition Grive litorne 2012 - 2016 Coordonnées GPS Lambert 93

description: Aire d'hivernation de l'espèce fondée sur la présence de mâles chanteurs en hiver (janvier), à partir de points d'écoutes répartis le long d'itinéraires échantillons. Environ 5 000 points ont été visités chaque année entre 2012 et 2016
DOI: 10.23729/fd-2a34834d-4308-3575-8045-c34c65ecca30
title: Baltic Sea sediments preview

description: The samples are from two offshore sites Kytö (off the city of Espoo in the Gulf of Finland) and Tahkoluoto (off the city of Pori in the Bothnian Sea). The samples consist of fine-grained sediments and were taken from the depth of up to 5 m of the seabed. The structure and material properties between clay layers were the main interest of the study. In addition, the samples were used for quality control purposes regarding geotechnical analyses. 

The following publications, which will be included in Maarit Saresma’s dissertation describe selected samples and depths in more detail:

Saresma, M., White, D. J., Mohapatra, D., Mohammadi, S., Solowski, W., Korkiala-Tanttu, L. Virtasalo, J. J., Gourvenec, S., 2024. Assessment of undrained shear strength of soft seabeds with free fall cone penetrometer testing in the northern Baltic Sea. Engineering Geology, 346, 107906. https://doi.org/10.1016/j.enggeo.2025.107906

Saresma, M., Mohapatra, D., Mohammadi, S., Solowski, W., Korkiala-Tanttu, L. Virtasalo, J. J., 2024. Correcting in-situ undrained shear strength from free fall cone penetrometer tests using an analytical solution in a soft coastal seabed. In prep

Preview of PAS datasets:

MGKU: https://doi.org/10.23729/fd-8dff7c2c-7b3f-3da6-b7d2-de4b1ea62990
KU-A: https://doi.org/10.23729/fd-4d351479-3883-3759-aa4d-3dd634e08e36
KU-B: https://doi.org/10.23729/fd-eeacfd9c-ec07-31c5-bfda-56d949191f65
KU-C: https://doi.org/10.23729/fd-c15dbb88-0cc6-3e6b-882b-44f0b3557f8f
Tahkoluoto 23 KU1B: https://doi.org/10.23729/fd-b23aec1f-3865-3aa1-b2ad-863256232426
Tahkoluoto 23 KU2B: https://doi.org/10.23729/fd-cf5aeb24-e197-36ee-b7a3-92310db27161
Tahkoluoto 23 KU3B: https://doi.org/10.23729/fd-8dc16173-4e57-3afb-a2fb-5ac2a8def717
Tahkoluoto 23 KU4A: https://doi.org/10.23729/fd-751df14a-778b-3b18-a083-2d5e7cadf365
Tahkoluoto 23 KU5B: https://doi.org/10.23729/fd-34bc0131-38c0-3fa6-8597-ae5863bf7e8d
DOI: 10.5281/zenodo.17466190
title: Rainfall and outflow data from a green roof in Umeå, Sweden

description: This dataset contains the results of measurements of runoff from a green roof in Umeå, Sweden, carried out from 2018 to 2020. For a detailed description of the site, data, and quality assurance procedures, please see the file 2025-10-30 Umeå data meta.pdf
DOI: 10.5281/zenodo.17466191
title: Rainfall and outflow data from a green roof in Umeå, Sweden

description: This dataset contains the results of measurements of runoff from a green roof in Umeå, Sweden, carried out from 2018 to 2020. For a detailed description of the site, data, and quality assurance procedures, please see the file 2025-10-30 Umeå data meta.pdf
DOI: 10.15468/kwb4ox
title: Suivi des oiseaux de passage : programme ACT - Programme ACT : Répartition Alouette lulu 2006 - 2010 Coordonnées GPS Lambert 93

description: Aire de reproduction de l'espèce Alouette lulu fondée sur la présence de mâles chanteurs au printemps (avril – juin), à partir de points d’écoutes répartis le long d’itinéraires échantillons. Environ 5 000 points ont été visités chaque année entre 2006 et 2010
DOI: 10.21227/7rde-2c48
title: "HRV Feature Dataset for Cross-Dataset Machine Learning Screening of REM Sleep Behavior Disorder"

description: "This dataset contains a comprehensive collection of Heart Rate Variability (HRV)\u2013derived features extracted from four independent cohorts involved in studies on REM Sleep Behavior Disorder (RBD) and healthy sleep. The data are provided as a single harmonized CSV file, enabling direct use in machine learning, statistical modeling, and cross-cohort validation studies focusing on autonomic function during sleep.The dataset includes all HRV feature domains typically used in sleep and neurodegeneration research, including:Time-domain metrics (e.g., SDNN, RMSSD, pNN50)Frequency-domain metrics (e.g., LF, HF, LF\/HF ratio)Nonlinear dynamics measures (e.g., Sample Entropy, Detrended Fluctuation Analysis, Poincar\u00e9 indices)Geometrical and morphological descriptors of RR interval distribution.The dataset supports research on wearable-enabled sleep monitoring, early detection of synucleinopathies, and generalization of machine learning models across heterogeneous sleep cohorts. It is particularly suited for benchmarking cross-dataset and transfer learning approaches for RBD detection.By consolidating HRV features from multiple sources into a unified and openly accessible structure, this resource enables reproducibility, accelerates methodological comparisons, and facilitates feasibility assessments of large-scale screening pipelines for neurodegenerative risk monitoring based on minimal and non-invasive sensing."
DOI: 10.15468/dl.c9cwb4
title: Occurrence Download

description: A dataset containing 21186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is PRT.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ammi seubertianum, Ammi trifoliatum, Angelica lignescens, Chaerophyllum azoricum, Daucus carota azoricus, Sanicula azorica, Ilex perado azorica, Hedera azorica, Asplenium azoricum, Bellis azorica, Lactuca watsoniana, Leontodon filii, Leontodon hochstetteri, Leontodon rigens, Pericallis malvifolia, Solidago azorica, Taraxacum perssonii, Taraxacum pseudolandmarkii, Tolpis azorica)"
 ]
}

 The dataset includes 21186 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039276-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17632356
title: Search Strategies for a health technology assessment of screening for familial hypercholesterolaemia in children

description: The dataset includes the complete, reproducible search strategies for all bibliographic databases searched during this project. The search strategies were designed to find peer reviewed literature to answer the following research questions:

What is the clinical effectiveness and safety of population based screening for FH in children compared with no population based screening?

What is the clinical effectiveness and safetly of early treatment compared with late treatment for FH?