cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7x9ukj
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Craugastor augusti latrans (Cope, 1880))"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001877-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15472/vzkiqk
title: Vegetación asociada a parcela de investigación con restauración pasiva en Samurindó, municipio del Medio Atrato, Chocó. 2014

description: En este capitulo se presentan los resultados del inventario de la composición florística y forestal de la Parcela de Restauración Pasiva, implementada en el Corregimiento de Samuarindo, esperamos que la información a suministrada sirva de insumo para multiples investigaciones futuras, a sí como para la toma de desiciones por los entes territoriales referentes al buen manejo de los bosques que integran la selva humeda de la región.
DOI: 10.15468/dl.cfd58d
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Channa ornatipinnis Britz, 2008"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002096-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bun743
title: Occurrence Download

description: A dataset containing 621 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Hebepetalum Benth."
 ]
}

 The dataset includes 621 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002097-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rveu7x
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ocotea quixos (Lam.) Kosterm."
 ]
}

 The dataset includes 11 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002098-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwj3dg
title: Occurrence Download

description: A dataset containing 463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia)",
 "TaxonKey is Aristida adscensionis L."
 ]
}

 The dataset includes 463 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027959-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xh55vu
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sitta magna R.G.W.Ramsay, 1876"
 ]
}

 The dataset includes 108 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027962-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73uf8u
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalaria pallida Aiton"
 ]
}

 The dataset includes 34 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027961-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/d3488
title: Dataset for publication "Wearable interdigitated capacitive sensor with flexible analog front end for superficial skin hydration measurements"

description: This dataset contains numerical data used to create the figures in the corresponding conference proceedings paper of the same name. The proceedings are not yet published, but an open-access version is available through Pure Repository. Proceedings of the 2025 IEEE International Conference on Flexible and Printable Sensors and Systems (FLEPS)
DOI: 10.5281/zenodo.15394514
title: Er-169 production experimental data
DOI: 10.5281/zenodo.15394515
title: Er-169 production experimental data
DOI: 10.13144/lil-0871
title: Panel (2) d'observation des pratiques et des conditions d'exercice en médecine générale  (PMG) - 2010-2012

description: Ce panel a pour objectifs d'observer le cadre d'activité, l'environnement professionnel et les rythmes de travail des médecins d'une part, leurs pratiques de prise en charge d'autre part et d'en identifier les principaux déterminants. La DREES, en collaboration avec les Observatoires régionaux de santé (ORS) et les Unions régionales de professionnels de santé, médecins libéraux (URPS-ML) des régions Provence-Alpes-Côte-d'Azur (Paca), Pays de la Loire et Bourgogne, a mis en place sur la période 2010-2012 un panel national de médecins généralistes libéraux (appelé « panel 2 » et constitué de 1 250 médecins) avec trois sur-échantillons pour les régions partenaires (environ 2 200 médecins au total).La création de ce panel a bénéficié de l'expérience du panel de médecins généralistes dans 5 régions françaises mis en œuvre de 2007 à 2009.Le panel 1 a déjà apporté, pour plusieurs questions sensibles, des éléments de connaissance qui faisaient défaut. Le panel qui lui succède contribue, dans la continuité des travaux déjà accomplis, à suivre certains de ces indicateurs, à produire des résultats au niveau national (et pas seulement à l'échelle des régions partenaires), mais également à explorer de nouveaux champs de connaissance dans les domaines du soin les plus concernés par la baisse de la démographie médicale et par la redistribution des rôles entre professionnels de santé.À raison d’une vague d’enquête par semestre pendant trois ans, le « panel 2 » s'intéresse aux différentes thématiques suivantes : Vague 1 (vague longitudinale, vaccination/grippe), Vague 2 (économie du cabinet médical, temps de travail et organisation), Vague 3 (prise en charge des problèmes de santé mentale), Vague 4 (prise en charge de la dépendance des personnes âgées que ce soit à domicile, au cabinet ou en institution) et Vague 5 (délégation de tâches, modes de tarification).
DOI: 10.5281/zenodo.15394113
title: Ghana's mangrove cover datasets for 2015, 2021, and 2024

description: This study assessed the spatio-temporal changes of Ghana’s mangrove extent and evaluated the key factors causing the potential changes in Ghana’s mangrove extent at the country’s regional level. The Random Forest (RF) classifier was used to develop 2015, 2021, and 2024 mangrove extent maps for Ghana and compared with each other at the country and regional levels to assess the changes over time. With Kappa coefficients higher than 0.8, the results indicate that Ghana’s mangrove extent had declined by 15.4% from 2015 (68.41 km²) to 2024 (57.87 km²).
DOI: 10.5281/zenodo.15394114
title: Ghana's mangrove cover datasets for 2015, 2021, and 2024

description: This study assessed the spatio-temporal changes of Ghana’s mangrove extent and evaluated the key factors causing the potential changes in Ghana’s mangrove extent at the country’s regional level. The Random Forest (RF) classifier was used to develop 2015, 2021, and 2024 mangrove extent maps for Ghana and compared with each other at the country and regional levels to assess the changes over time. With Kappa coefficients higher than 0.8, the results indicate that Ghana’s mangrove extent had declined by 15.4% from 2015 (68.41 km²) to 2024 (57.87 km²).
DOI: 10.5281/zenodo.15394219
title: Mutation trial
DOI: 10.5281/zenodo.15394220
title: Mutation trial
DOI: 10.34740/kaggle/dsv/11793855
title: World Stock Prices ( Daily Updating )
DOI: 10.15468/dl.33xj4s
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cryptostegia grandiflora (Roxb.) R.Br."
 ]
}

 The dataset includes 53 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027963-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfe9gt
title: Occurrence Download

description: A dataset containing 500 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Plant (KOBG_PL)"
 ]
}

 The dataset includes 500 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027966-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.un5m56
title: Occurrence Download

description: A dataset containing 3252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia artemisiifolia L.",
 "Country is Russian Federation",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 3252 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027969-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8teyq
title: Occurrence Download

description: A dataset containing 9665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia artemisiifolia L.",
 "Country is Romania",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 9665 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027967-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjw67v
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (February, March, April, May, June, July, August, September, October, November, December, January)",
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia cyclops A.Cunn. ex G.Don",
 "Year 2019-2024"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027968-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mf4fy
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cryptostegia madagascariensis Bojer"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027971-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3h436
title: Occurrence Download

description: A dataset containing 3252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia artemisiifolia L.",
 "Country is Russian Federation",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 3252 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027970-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gpnaz
title: Occurrence Download

description: A dataset containing 727169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((57.6795 19.44522,100.34717 18.84725,136.19145 18.83279,138.34687 19.26372,138.80689 19.44522,138.80689 63.93852,57.6795 63.93852,57.6795 19.44522))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Poaceae"
 ]
}

 The dataset includes 727169 records from 450 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027955-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kv6tb
title: Occurrence Download

description: A dataset containing 8182723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acer campestre L., Acer cappadocicum Gled., Acer carpinifolium Siebold & Zucc., Acer circinatum Pursh, Acer davidii Franch., Acer elegantulum W.P.Fang & P.L.Chiu, Acer grandidentatum Nutt. ex Torr. & A.Gray, Acer heldreichii Orph., Acer monspessulanum L., Acer negundo L., Acer opalus Mill., Acer palmatum Thunb., Acer pauciflorum W.P.Fang, Acer pictum Thunb., Acer platanoides L., Acer pseudoplatanus L., Acer rubrum L., Acer saccharinum L., Acer saccharum Marshall, Acer tataricum L., Acer tataricum L., Acer tataricum L., Acer tegmentosum Maxim., Acer triflorum Kom., Betula alleghaniensis Britton, Betula ermanii Cham., Betula fruticosa Pall., Betula humilis Schrank, Betula lenta L., Betula maximowicziana Regel, Betula occidentalis Hook., Betula papyrifera Marshall, Betula pendula Roth, Betula pubescens Ehrh., Betula tianschanica Rupr., Fraxinus americana L., Fraxinus angustifolia Vahl, Fraxinus angustifolia Vahl, Fraxinus bungeana A.DC., Fraxinus chinensis Roxb., Fraxinus excelsior L., Fraxinus latifolia Benth., Fraxinus mandshurica Rupr., Fraxinus ornus L., Fraxinus pennsylvanica Marshall, Fraxinus profunda (Bush) Bush, Fraxinus quadrangulata Michx., Fraxinus velutina Torr., Quercus acutissima Carruth., Quercus alba L., Quercus bicolor Willd., Quercus cerris L., Quercus coccinea Münchh., Quercus dalechampii Ten., Quercus dentata Thunb., Quercus falcata Michx., Quercus hartwissiana Steven, Quercus imbricaria Michx., Quercus libani G.Olivier, Quercus lobata Née, Quercus macranthera Fisch. & C.A.Mey. ex Hohen., Quercus macrocarpa Michx., Quercus michauxii Nutt., Quercus mongolica Fisch. ex Ledeb., Quercus nigra L., Quercus palustris Münchh., Quercus petraea (Matt.) Liebl., Quercus pubescens Willd., Quercus pyrenaica Willd., Quercus robur L., Quercus rubra L., Quercus serrata Murray, Quercus shumardii Buckley, Quercus stellata Wangenh., Quercus texana Buckley, Quercus variabilis Blume, Quercus velutina Lam.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8182723 records from 5857 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027947-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/dmj8-b861
title: "Iterative Internalization of Deliberative Planning for Adaptive Memory-Based Decision Making"

description: "This dataset contains our research data results. "
DOI: 10.5281/zenodo.18237526
title: Christella H.Lév. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:32
DOI: 10.5281/zenodo.18237525
title: Christella H.Lév. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:32
DOI: 10.15468/dl.c9ptun
title: Occurrence Download

description: A dataset containing 133474 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is TUR Vascular plant collections of the Turku University, Herbarium generale"
 ]
}

 The dataset includes 133474 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002279-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nk2262mbv2.1
title: Effects of Glucocorticoid Withdrawal on Relapse Risk in Systemic Lupus Erythematosus

description: Glucocorticoids (GCs) remain one of the mainstays of treatment in Systemic Lupus Erythematosus (SLE), particularly during active disease phases when they can rapidly control inflammation and alleviate symptoms. However, long-term glucocorticoid use is associated with numerous adverse effects. In particular, whether it is safe to withdraw glucocorticoids during the stable phase of SLE remains an unresolved question. Given the rising of this groundbreaking approach, we summarized a dataset of GC withdrawal versus maintenance studies (RCTs/cohort studies).
Data source: PubMed, Embase, and the Cochrane Library.
Search strategy: Strategies are provided in the file " Extraction process".
Eligibility criteria: Studies identified through title and abstract screening were required to meet the following inclusion criteria: studies involving SLE patients, RCTs or cohort studies, and reporting relapse outcomes for both the glucocorticoid withdrawal and maintenance groups. Exclusion criteria included studies involving pregnant women, patients undergoing stem cell transplantation, and patients with other conditions that might affect glucocorticoid discontinuation. In cases of overlapping patient populations or duplicate publications, the report providing the most complete data or addressing different outcome measures was retained. There were no restrictions regarding age, ethnicity, sex, or concurrent therapies.
Data extraction: Data was extracted using a predefined standardized form, which included information on the authors, publication year, country, study design, data source, sample size, demographic and clinical characteristics, and target outcome measures. The primary outcome of the meta-analysis was to evaluate the impact of glucocorticoid withdrawal on the overall relapse rate in SLE patients, while secondary analyses focused on the incidence of severe relapses and mild/moderate relapses. Relapse was defined according to each study's criteria and was assessed using clinical symptoms, laboratory tests, and standardized scoring systems (e.g., Systemic Lupus Erythematosus Disease Activity Index [SLEDAI], British Isles Lupus Assessment Group [BILAG], Physician Global Assessment [PGA]). Relapse severity was categorized based on the SELENA-SLEDAI Flare Index (SFI) into mild/moderate and severe activity.
Statistical analysis: Data were entered into Excel and analyzed using RevMan 5.4. See in "GC withdrawal versus GC maintenance for SLE flare".
DOI: 10.17632/sxxkg54vhw
title: Mixture of lunar soil at farside recorded by the diverse impact glasses in Chang’e-6 sample

description: Fig. S1. Occurrence and texture of impact glasses in the Chang’E-6 regolith. The red circle is glass bead.
Table. S1. Major element composition of the CE-6 impact glasses.
Table. S2. Trace element composition of the CE-6 impact glasses.
DOI: 10.17632/sxxkg54vhw.1
title: Mixture of lunar soil at farside recorded by the diverse impact glasses in Chang’e-6 sample

description: Fig. S1. Occurrence and texture of impact glasses in the Chang’E-6 regolith. The red circle is glass bead.
Table. S1. Major element composition of the CE-6 impact glasses.
Table. S2. Trace element composition of the CE-6 impact glasses.
DOI: 10.4121/2918bd5f-48fa-448e-bfd6-74f1745c7535
title: Data underlying the study: From Acceptance to Achievement: How Technology Perceptions Drive Engagement and Learning in a Business-Simulation Course

description: Anonymous behavioral analytics and survey data from 115 undergraduate students in a business simulation course. Includes platform-logged engagement metrics and survey responses on technology acceptance and learning outcomes. Supports research on experiential learning in digital environments. Collected with ethical approval. Files: behavioral data, survey results and synopsis.
DOI: 10.4121/2918bd5f-48fa-448e-bfd6-74f1745c7535.v1
title: Data underlying the study: From Acceptance to Achievement: How Technology Perceptions Drive Engagement and Learning in a Business-Simulation Course

description: Anonymous behavioral analytics and survey data from 115 undergraduate students in a business simulation course. Includes platform-logged engagement metrics and survey responses on technology acceptance and learning outcomes. Supports research on experiential learning in digital environments. Collected with ethical approval. Files: behavioral data, survey results and synopsis.
DOI: 10.5281/zenodo.14535164
title: Multi-cell Outdoors Channel State Information Dataset (MOCSID)

description: MOCSID is a multi-cell outdoor channel state information dataset of synthetic channel state information (CSI) samples mimicking an outdoor campus scenario, including multiple base stations with partially overlapping coverage areas and pedestrian user mobility. The scenario is characterized by a high density of base stations (10 base stations within a 625 m x 535 m area) and includes a mixture of non-line-of-sight and line-of-sight propagation. MOCSID includes user locations, timestamps, velocity and multipath component information (delays and path coefficients), following realistic pedestrian user mobility patterns generated using the probabilistic roadmap algorithm, and captures key signal propagation characteristics including path loss, shadowing, and multipath effects. Since MOCSID is intended as a reference for the development and validation of channel charting algorithms, we put particular emphasis on the spatial consistency of the synthetic data. With this dataset, we aim to foster progress in channel charting research by facilitating entry into the field and encouraging reproducibility, collaboration, and benchmarking within the community. MOCSID was generated using the NVIDIA Sionna ray tracing tool; the codebase used to generate the dataset as well as the scene description data and user movement patterns are also publicly available, allowing for easy replication, reproduction, or extension.

See the companion article: https://zenodo.org/records/15294869