cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7488/ds/7802
title: SUPERSEDED - WeightGait Dataset

description: ## This item has been replaced by the one which can be found at https://doi.org/10.7488/ds/7897 ## Introduction: Here we introduce the WeightGait dataset: a dataset developed for the purposes of facilitating vision-based gait assessment methodologies with more realistic conditions comparable to real world use. The motivation for this dataset is to create a testing environment for gait assessment algorithms that is closer to the realities of application. To accomplish this, unlike other similar datasets, we do two main things uniquely: We simulate overlapping abnormalities, for a total of 9 different combinations of abnormality detailed below. The background and equipment used are imperfect and noisy to simulate the similar hardship experienced when trying to install a gait monitor into someone's home. This means cheap recording equipment for scalability resulting in relatively low-frames per recording. It also means slight feet/head clipping at times, only a single camera view to detect depth and no curation to the background or the clothing/walking speed of the participants. In order to preserve privacy, all original faces in the videos have been replaced by a deep-fake variation of the original created by the algorithm given in the paper 'DeepPrivacy'. Each frame has an independent new face and as a consequence, there is some flickering on the faces in the videos. The original 2D joint positions are estimated on the original videos using a lightweight implementation of the algorithm given in the paper 'HigherHRNet'.
description: Readme.md : Description of the file and data structure and best practices
DOI: 10.15468/dl.buxrvc
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Centrosema schottii (Millsp.) K.Schum.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 432 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025343-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3mvvt
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polioptila plumbea atricapilla (Swainson, 1831)"
 ]
}

 The dataset includes 319 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025345-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f332ne
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apocryptodon wirzi Koumans, 1937"
 ]
}

 The dataset includes 57 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025346-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15078548
title: Form response

description: Form response
DOI: 10.5281/zenodo.15078549
title: Form response

description: Form response
DOI: 10.15468/dl.uuks3x
title: Occurrence Download

description: A dataset containing 10712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Centrosema virginianum (L.) Benth., Centrosema virginianum Griseb., 1857)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10712 records from 264 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025348-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dee7zf
title: Occurrence Download

description: A dataset containing 8188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cercocarpus betuloides Nutt., Cercocarpus betuloides Nutt. ex Torr. & A.Gray)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8188 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025350-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eppyah
title: Occurrence Download

description: A dataset containing 71437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Microtus pennsylvanicus (Ord, 1815)"
 ]
}

 The dataset includes 71437 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025340-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zn8h29
title: Occurrence Download

description: A dataset containing 870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cercocarpus breviflorus A.Gray, Cercocarpus breviflorus S.Watson)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 870 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025352-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28653308
title: Table. 13. Percentage of Heating Radiation Energy (HRE) by each of the five Greenhouse gases.

description: Table. 13. The ratio of the Heating Radiation Energy (HRE) by each of the five GHG to their total radiated power, as derived from Table. 10.
DOI: 10.15468/dl.tfzezj
title: Occurrence Download

description: A dataset containing 5141894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pinaceae"
 ]
}

 The dataset includes 5141894 records from 4349 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025337-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ba7etp
title: Occurrence Download

description: A dataset containing 1315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chloranthus serratus (Thunb.) Roem. & Schult.",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1315 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006329-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30293845
title: Landscape of the upper and lower airway microbiota in children with community-acquired pneumonia

description: This multicenter study enrolled 198 children with community-acquired pneumonia (CAP) indicated for fiberoptic bronchoscopy. Nasopharyngeal aspirates and bronchoalveolar lavage fluid (BALF) were collected for 16S ribosomal RNA (rRNA) sequencing to compare the pathogens and microbiota.
DOI: 10.6084/m9.figshare.30293845.v3
title: Landscape of the upper and lower airway microbiota in children with community-acquired pneumonia

description: This multicenter study enrolled 198 children with community-acquired pneumonia (CAP) indicated for fiberoptic bronchoscopy. Nasopharyngeal aspirates and bronchoalveolar lavage fluid (BALF) were collected for 16S ribosomal RNA (rRNA) sequencing to compare the pathogens and microbiota.
DOI: 10.6084/m9.figshare.30293845.v2
title: Landscape of the upper and lower airway microbiota in children with community-acquired pneumonia

description: This multicenter study enrolled 198 children with community-acquired pneumonia (CAP) indicated for fiberoptic bronchoscopy. Nasopharyngeal aspirates and bronchoalveolar lavage fluid (BALF) were collected for 16S ribosomal RNA (rRNA) sequencing to compare the pathogens and microbiota.
DOI: 10.5281/zenodo.15076220
title: Synthetic Temporal Contact Networks Generated via Bayesian-Calibrated Human Mobility Models for Epidemic Simulations

description: This dataset contains high-resolution, synthetic temporal contact networks (TCNs) generated using Bayesian-optimized human mobility models (HuMMs) integrated into epidemic simulation framework MEmilio. The data support the results of the paper “Integrating Human Mobility Models with Epidemic Modeling: A Framework for Generating Synthetic Temporal Contact Networks” which introduces a scalable approach to generating empirically grounded contact networks across diverse environments including households, schools, workplaces, supermarkets, and social events.

The generated networks cover various population sizes (e.g., 1000, 2000, 5000 households) and environment capacities (small, medium, large), enabling the study of structural and dynamic epidemic properties under realistic assumptions. Each network consists of a sequence of contact graphs over time (hourly resolution), capturing the spatiotemporal interaction patterns of agents.

The datasets include:



Temporal edge lists for each generated TCN variant.

Agent metadata (e.g., age group, household assignment).

Location metadata (e.g. identifier).


These datasets are intended to support epidemic modeling research, particularly for evaluating the impact of non-pharmaceutical interventions and risk-based mitigation strategies in fine-grained, dynamic contact settings.
DOI: 10.5281/zenodo.15076221
title: Synthetic Temporal Contact Networks Generated via Bayesian-Calibrated Human Mobility Models for Epidemic Simulations

description: This dataset contains high-resolution, synthetic temporal contact networks (TCNs) generated using Bayesian-optimized human mobility models (HuMMs) integrated into epidemic simulation framework MEmilio. The data support the results of the paper “Integrating Human Mobility Models with Epidemic Modeling: A Framework for Generating Synthetic Temporal Contact Networks” which introduces a scalable approach to generating empirically grounded contact networks across diverse environments including households, schools, workplaces, supermarkets, and social events.

The generated networks cover various population sizes (e.g., 1000, 2000, 5000 households) and environment capacities (small, medium, large), enabling the study of structural and dynamic epidemic properties under realistic assumptions. Each network consists of a sequence of contact graphs over time (hourly resolution), capturing the spatiotemporal interaction patterns of agents.

The datasets include:



Temporal edge lists for each generated TCN variant.

Agent metadata (e.g., age group, household assignment).

Location metadata (e.g. identifier).


These datasets are intended to support epidemic modeling research, particularly for evaluating the impact of non-pharmaceutical interventions and risk-based mitigation strategies in fine-grained, dynamic contact settings.
DOI: 10.15468/dl.hwzwpw
title: Occurrence Download

description: A dataset containing 1380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Shivaphis celti Das, 1918",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1380 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003794-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzeyau
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((15.57801 58.42787,15.5181 58.41208,15.51707 58.36744,15.58145 58.35508,15.65423 58.36744,15.65457 58.41431,15.57801 58.42787))",
 "TaxonKey is Chamaenerion angustifolium (L.) Scop."
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020449-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111323973
title: Cuneiform Tablet

description: [Text Description:] Cuneiform Tablet, Administrative Tag, with Seal Impressions ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script, roughly triangular In shape.
DOI: 10.15468/dl.i8lzss
title: Occurrence Download

description: A dataset containing 3537 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apis florea Fabricius, 1787"
 ]
}

 The dataset includes 3537 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005845-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111323978
title: Cuneiform Tablet

description: [Text Description:] Cuneiform Tablet, Administrative Tag, with Seal Impressions ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script, roughly triangular In shape.
DOI: 10.15468/dl.m7n62q
title: Occurrence Download

description: A dataset containing 1639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Phylloscartes difficilis (H.Ihering & R.Ihering, 1907)"
 ]
}

 The dataset includes 1639 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019892-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oj2p9f
title: Occurrence Download

description: A dataset containing 942 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trillium catesbaei Elliott"
 ]
}

 The dataset includes 942 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033721-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111323983
title: Cuneiform Tablet

description: [Text Description:] Cuneiform Tablet, Administrative Tag, with Seal Impressions ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script, roughly triangular In shape.
DOI: 10.15468/dl.gieljl
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2004-2019",
 "HasCoordinate is true",
 "TaxonKey is Macaca nigra (Desmarest, 1822)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020457-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sl4uhv
title: Occurrence Download

description: A dataset containing 17117 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catalogue of Afrotropical Bees"
 ]
}

 The dataset includes 17117 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005837-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsqjxn
title: Occurrence Download

description: A dataset containing 12982 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambystoma opacum (Gravenhorst, 1807)"
 ]
}

 The dataset includes 12982 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019893-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111306361
title: Monastery of St. John Lampadistis, Ayios Ioannis Lambadhistis Monastery

description: [Text Description:] Complex of 3 churches under one Roof, 11th-18th c. ❧ [Medium:] Stone ❧ [Script Note:] Greek, Non-Text ❧ [Physical Object Description:] Located on east side of stream Setrachos, running along east side of village of Kaopanayiotes. The monastery is a complex of three churches sharing a single pitched roof. Beyond the monastic enclosure is the old schoolhouse, now an icon museum. ❧ [Physical Object Note:] The three churches are: Agios Herakleidios, Ioannis Lampadistis and a Latin Chapel. Agios Herakleidios, built in the 11th c., decorated primarily in 13th c., is a cross-in-square building with four piers supporting a central dome. Ioannis Lamadistis probably built in 1731, on the north side of Herakleidios. No records exist regarding the Latin Chapel. It opens on the north side of the Lampdistis church. A narthex runs along the west side of Herakleidios and Lampadistis. ❧ [Physical Object Note:] In Agios Herakleidios, a few early paintings date to the 12th c. Most of the paintings are 13th c., with a late period series done around 1400. Ioannis Lampadistis contains a reliquary and icon of St. Ioannis (John) Lampadistis. The paintings in the Latin Chapel are Italo-Byzantine; the vaulting is Italianate. The walls north and south are illustrations of the 24 stanzas of the Akathistos Hymn to the Virgin. Some paintings are more Byzantine, others more Italian. ❧
DOI: 10.15468/dl.drmfpj
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample"
 ]
 },
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Elevation min max swapped",
 "Issue is Elevation non numeric"
 ]
 },
 "Year 1970-2020",
 "Geometry POLYGON((-131.13281 4.21494,-64.33594 4.21494,-64.33594 28.92163,-132.71484 34.88593,-131.13281 28.92163,-131.13281 4.21494))",
 "TaxonKey is Quercus skinneri Benth.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 138 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033722-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cppgw
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "Year 2003-2019",
 "HasCoordinate is true",
 "TaxonKey is Lemur catta Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 54 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020450-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2djj0
title: Occurrence Download

description: A dataset containing 133754 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apis mellifera Linnaeus, 1758"
 ]
}

 The dataset includes 133754 records from 591 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005843-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111306296
title: Monastery of St. John Lampadistis, Ayios Ioannis Lambadhistis Monastery

description: [Text Description:] Complex of 3 churches under one Roof, 11th-18th c. ❧ [Medium:] Stone ❧ [Script Note:] Greek, Non-Text ❧ [Physical Object Description:] Located on east side of stream Setrachos, running along east side of village of Kaopanayiotes. The monastery is a complex of three churches sharing a single pitched roof. Beyond the monastic enclosure is the old schoolhouse, now an icon museum. ❧ [Physical Object Note:] The three churches are: Agios Herakleidios, Ioannis Lampadistis and a Latin Chapel. Agios Herakleidios, built in the 11th c., decorated primarily in 13th c., is a cross-in-square building with four piers supporting a central dome. Ioannis Lamadistis probably built in 1731, on the north side of Herakleidios. No records exist regarding the Latin Chapel. It opens on the north side of the Lampdistis church. A narthex runs along the west side of Herakleidios and Lampadistis. ❧ [Physical Object Note:] In Agios Herakleidios, a few early paintings date to the 12th c. Most of the paintings are 13th c., with a late period series done around 1400. Ioannis Lampadistis contains a reliquary and icon of St. Ioannis (John) Lampadistis. The paintings in the Latin Chapel are Italo-Byzantine; the vaulting is Italianate. The walls north and south are illustrations of the 24 stanzas of the Akathistos Hymn to the Virgin. Some paintings are more Byzantine, others more Italian. ❧
DOI: 10.15468/dl.8ph5dz
title: Occurrence Download

description: A dataset containing 970 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heteromys desmarestianus desmarestianus"
 ]
}

 The dataset includes 970 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019895-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y53zy3
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample"
 ]
 },
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Elevation min max swapped",
 "Issue is Elevation non numeric"
 ]
 },
 "Year 1970-2020",
 "Geometry POLYGON((-131.13281 4.21494,-64.33594 4.21494,-64.33594 28.92163,-132.71484 34.88593,-131.13281 28.92163,-131.13281 4.21494))",
 "TaxonKey is Schizolobium parahyba (Vell.) S.F.Blake",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 201 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033738-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6f5su
title: Occurrence Download

description: A dataset containing 674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Lonchocarpus yucatanensis Pittier",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 674 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020458-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.