cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0140162.10fu
title: SH0140162.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive152464.20251217.10
title: Aggregatibacter actinomycetemcomitans

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive152465.20241212.9.2
title: Citrobacter murliniae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive152465.20251217.10
title: Citrobacter murliniae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive152466.20241212.9.2
title: Staphylococcus sciuri

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0140163.10fu
title: SH0140163.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive152466.20251217.10
title: Staphylococcus sciuri

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive152467.20241212.9.2
title: Macrococcus bovicus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0140164.10fu
title: SH0140164.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0140165.10fu
title: SH0140165.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive152467.20251217.10
title: Macrococcus bovicus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive152468.20241212.9.2
title: Enterococcus gallinarum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0140166.10fu
title: SH0140166.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.5281/zenodo.15412055
title: Thermal Comfort Modeling Dataset: Climatic and Biological Data collected in Santa Maria, RS, Brazil

description: This dataset was collected in Santa Maria, RS, Brazil, as part of a study aimed at evaluating human thermal comfort using machine learning models. The data includes both climatic and biological variables, as well as subjective responses on thermal sensation and preference. Climatic data includes air temperature (°C), relative humidity (%), wind speed (m/s), and solar radiation (W/m²). Biological data covers height (m), weight (kg), biological sex, and clothing insulation (Clo). Subjective responses include Thermal Sensation Vote (TSV, -3 to +3) and thermal preference.

The data was collected over multiple sessions between 2017 and 2019, combining real-time environmental measurements from a local weather station with questionnaire responses. This dataset is suitable for personalized thermal comfort modeling, climate-adaptive building design, and urban microclimate analysis. It has been previously used to recalibrate analytical comfort models for subtropical climates and to develop machine learning algorithms for thermal comfort prediction.

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DOI: 10.5281/zenodo.15412056
title: Thermal Comfort Modeling Dataset: Climatic and Biological Data collected in Santa Maria, RS, Brazil

description: This dataset was collected in Santa Maria, RS, Brazil, as part of a study aimed at evaluating human thermal comfort using machine learning models. The data includes both climatic and biological variables, as well as subjective responses on thermal sensation and preference. Climatic data includes air temperature (°C), relative humidity (%), wind speed (m/s), and solar radiation (W/m²). Biological data covers height (m), weight (kg), biological sex, and clothing insulation (Clo). Subjective responses include Thermal Sensation Vote (TSV, -3 to +3) and thermal preference.

The data was collected over multiple sessions between 2017 and 2019, combining real-time environmental measurements from a local weather station with questionnaire responses. This dataset is suitable for personalized thermal comfort modeling, climate-adaptive building design, and urban microclimate analysis. It has been previously used to recalibrate analytical comfort models for subtropical climates and to develop machine learning algorithms for thermal comfort prediction.

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DOI: 10.13026/wg4j-wp53
title: RadVLM model

description: We present RadVLM, a compact (7B) multitask conversational foundation model
designed for CXR interpretation. Its development relies on the curation of a
large-scale instruction dataset comprising over 1 million image-instruction
pairs containing both single-turn tasks - such as report generation,
abnormality classification, and visual grounding - and multi-turn, multi-task
conversational interactions. Our experiments show that RadVLM, fine-tuned on
this instruction dataset, achieves state-of-the-art performance in
conversational capabilities and visual grounding while remaining competitive
in other radiology tasks (report generation, classification). Ablation studies
further highlight the benefit of joint training across multiple tasks,
particularly for scenarios with limited annotated data. Together, these
findings highlight the potential of the RadVLM model as a clinically relevant
AI assistant, providing structured CXR interpretation and conversational
capabilities to support more effective and accessible diagnostic workflows.
DOI: 10.13026/50kn-p490
title: RadVLM model

description: We present RadVLM, a compact (7B) multitask conversational foundation model
designed for CXR interpretation. Its development relies on the curation of a
large-scale instruction dataset comprising over 1 million image-instruction
pairs containing both single-turn tasks - such as report generation,
abnormality classification, and visual grounding - and multi-turn, multi-task
conversational interactions. Our experiments show that RadVLM, fine-tuned on
this instruction dataset, achieves state-of-the-art performance in
conversational capabilities and visual grounding while remaining competitive
in other radiology tasks (report generation, classification). Ablation studies
further highlight the benefit of joint training across multiple tasks,
particularly for scenarios with limited annotated data. Together, these
findings highlight the potential of the RadVLM model as a clinically relevant
AI assistant, providing structured CXR interpretation and conversational
capabilities to support more effective and accessible diagnostic workflows.
DOI: 10.15468/dl.hrykt3
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vatica javanica Slooten"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046064-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxqdvp
title: Occurrence Download

description: A dataset containing 179129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acanthis flammea (Linnaeus, 1758), Acanthisitta chloris (Sparrman, 1787), Acridotheres tristis (Linnaeus, 1766), Anas chlorotis G.R.Gray, 1845, Anthornis melanura (Sparrman, 1786))",
 "HasCoordinate is true",
 "Country is New Zealand",
 "Year is greater than or equal to 2010"
 ]
}

 The dataset includes 179129 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073562-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebq5n9
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boswellia hildebrandtii Engl."
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078710-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112030533
title: Cuneiform Tablet 1913.14.1525, Spurlock 1913.14.1525

description: [Text Description:] Delivery of tax ❧ [Text or Publication Number Note:] Spurlock 1913.14.1525; CDLI P421377 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) ❧ [Physical Object Note:] 3.8 x 3 x 1.7 cm (16 g)
DOI: 10.15468/dl.nfetgr
title: Occurrence Download

description: A dataset containing 8321 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "TaxonKey is Xenopus laevis (Daudin, 1802)"
 ]
}

 The dataset includes 8321 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017666-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112030436
title: Cuneiform Tablet 1913.14.1525, Spurlock 1913.14.1525

description: [Text Description:] Delivery of tax ❧ [Text or Publication Number Note:] Spurlock 1913.14.1525; CDLI P421377 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) ❧ [Physical Object Note:] 3.8 x 3 x 1.7 cm (16 g)
DOI: 10.15468/dl.ffq93a
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.8352361999999971 33.5515455000000031, -86.8352361999999971 33.5533801199999999, -86.8352361999999971 33.5555044199999983, -86.8352361999999971 33.5568562500000027, -86.8352361999999971 33.5583046300000021, -86.8352361999999971 33.5593667799999977, -86.8352361999999971 33.5612014000000016, -86.8333049200000033 33.5612014000000016, -86.8305045500000006 33.5612014000000016, -86.8288629599999950 33.5612014000000016, -86.8270282400000042 33.5612014000000016, -86.8249038200000030 33.5612014000000016, -86.8233587999999941 33.5612014000000016, -86.8208481199999937 33.5612014000000016, -86.8185305800000009 33.5612014000000016, -86.8170821199999949 33.5612014000000016, -86.8152474000000041 33.5612014000000016, -86.8152474000000041 33.5594633400000006, -86.8152474000000041 33.5582080699999992, -86.8152474000000041 33.5561803299999966, -86.8152474000000041 33.5542491499999969, -86.8152474000000041 33.5524145300000001, -86.8152474000000041 33.5515455000000031, -86.8168889899999954 33.5515455000000031, -86.8195927900000015 33.5515455000000031, -86.8217171999999948 33.5515455000000031, -86.8237450499999994 33.5515455000000031, -86.8261591600000031 33.5515455000000031, -86.8282835800000043 33.5515455000000031, -86.8304079899999977 33.5515455000000031, -86.8330152300000009 33.5515455000000031, -86.8352361999999971 33.5515455000000031))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 263 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073600-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18141/1967447
title: IRA Energy Community Data Layers

description: Data, geospatial data resources, and the linked mapping tool and web services reflect data for two types of potentially qualifying energy communities: 1) Census tracts and directly adjoining tracts that have had coal mine closures since 1999 or coal-fired electric generating unit retirements since 2009. These census tracts qualify as energy communities. 2) Metropolitan statistical areas (MSAs) and non-metropolitan statistical areas (non-MSAs) that are energy communities for 2023 and 2024, along with their fossil fuel employment (FFE) status. Additional information on energy communities and related tax credits can be accessed on the Interagency Working Group on Coal & Power Plant Communities & Economic Revitalization Energy Communities website (https://energycommunities.gov/energy-community-tax-credit-bonus/). Use limitations: these spatial data and mapping tool may not be relied upon by taxpayers to substantiate a tax return position or for determining whether certain penalties apply and will not be used by the IRS for examination purposes. The mapping tool does not reflect the application of the law to a specific taxpayer’s situation, and the applicable Internal Revenue Code provisions ultimately control.
DOI: 10.15468/dl.rr3jzj
title: Occurrence Download

description: A dataset containing 3403810 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A global database for the distributions of crop wild relatives"
 ]
}

 The dataset includes 3403810 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078694-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtr8hs
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Oberservation of birds at station PS14/158 along 49° West"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082398-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112030567
title: Cuneiform Tablet 1913.14.1525, Spurlock 1913.14.1525

description: [Text Description:] Delivery of tax ❧ [Text or Publication Number Note:] Spurlock 1913.14.1525; CDLI P421377 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) ❧ [Physical Object Note:] 3.8 x 3 x 1.7 cm (16 g)
DOI: 10.15468/dl.5xwuzk
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gossypium pilosum Fryxell",
 "HasCoordinate is true"
 ]
}

 The dataset includes 131 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073601-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tamfs
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hypodematium hirsutum (D.Don) Ching"
 ]
}

 The dataset includes 53 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046080-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.et8d34
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Gastrotheca christiani Laurent, 1967",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078702-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112030573
title: Cuneiform Tablet 1913.14.1525, Spurlock 1913.14.1525

description: [Text Description:] Delivery of tax ❧ [Text or Publication Number Note:] Spurlock 1913.14.1525; CDLI P421377 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) ❧ [Physical Object Note:] 3.8 x 3 x 1.7 cm (16 g)
DOI: 10.15468/dl.u4hs7a
title: Occurrence Download

description: A dataset containing 4864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84"
 ]
 },
 "Year 1980-2020",
 "HasCoordinate is true",
 "TaxonKey is Quercus rubra L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4864 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082419-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111331300
title: Wycliffite New Testament, MS.000340

description: [Text Description:] New Testament translation by John Wycliffe ❧ [Text or Publication Number Note:] MS.000340 ❧ [Medium:] Parchment ❧ [Script Note:] Gothic ❧ [Physical Object Description:] 218 folios; 9 x 6.1 x 3.1 in. (22.9 x 15.5 x 8 cm) ❧ [Physical Object Note:] Vellum with ink. Two columns of 36 lines, visible ruler lines. Leather binding with brass corner pieces and center bosses, letters "A C" stamped on either side. ❧ [Physical Object Note:] Illuminated initials in burnished gold at beginning of each book of the New Testament.
DOI: 10.15468/dl.anbxas
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enneanectes jordani (Evermann & Marsh, 1899)"
 ]
}

 The dataset includes 76 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073606-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.