cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5sxq9x
title: Occurrence Download

description: A dataset containing 8864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tetragonisca angustula)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8864 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004902-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.td549h
title: Occurrence Download

description: A dataset containing 806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chamaedorea tepejilote",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 806 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004901-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11182893
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Arthur Huber-Morath, http://www.wikidata.org/entity/Q5706975. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5706975
DOI: 10.5281/zenodo.18751037
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Arthur Huber-Morath, http://www.wikidata.org/entity/Q5706975. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5706975
DOI: 10.15468/dl.hh4skv
title: Occurrence Download

description: A dataset containing 7782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhagovelia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7782 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004904-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9528z2
title: Occurrence Download

description: A dataset containing 1308 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 Andropogon virginicus",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1308 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004905-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15636591
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Dora B. Stafford, http://www.wikidata.org/entity/Q63873501. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q63873501
DOI: 10.5281/zenodo.18751046
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Dora B. Stafford, http://www.wikidata.org/entity/Q63873501. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q63873501
DOI: 10.5281/zenodo.17032460
title: Kitab Nabawadatala: A 7th Century Sundanese Manuscript of Spirituality, Customary Law, and Traditional Healing

description: The Kitab Nabawadatala is an ancient Sundanese manuscript originating from Gunungan Kabuyutan, Sumedang, West Java, with an estimated dating of around 613 CE. Authored by Eyang Seda Brata, the manuscript has been safeguarded for generations and is currently curated by Agus Muslim, the fourth-generation cultural heir and the present custodian of Kabuyutan Adat Nabawadatala.

This manuscript constitutes a foundational source of knowledge for the community, encompassing three major domains of thought and practice: (1) Katunggalan, a philosophical framework of spiritual unity with the cosmos; (2) Nata Diri, Nata Nagara, customary principles of ethics, self-governance, and social order; and (3) Raksa Jasad, a system of traditional Sundanese healing and holistic health practices. Written in Old Sundanese language using Pegon script on lontar leaves, the manuscript measures approximately 40 x 25 cm with a thickness of about 25 cm. Despite its age, the text remains largely legible, though the physical condition is fragile, exhibiting signs of deterioration.

The Kitab Nabawadatala plays a pivotal role in sustaining cultural continuity, serving as a spiritual and educational reference for the Nabawadatala community. It informs both oral traditions and modern reinterpretations, including contemporary educational programs and publications by Agus Muslim. Furthermore, its significance extends beyond the local context, representing a unique intersection of philosophy, customary law, and indigenous medical knowledge within Sundanese heritage.

The documentation of this manuscript was carried out between 2022 and 2025 through the Nabawadatala Digital Cultural Archive Project, combining photographic digitization, transliteration, and oral history interviews. Complementary validation was also conducted using physical artifacts such as Batu Wulung, a sacred site associated with the manuscript’s teachings.

This record aims to safeguard the intellectual and cultural heritage of the Nabawadatala community, ensuring open access for future research, comparative studies, and cultural preservation. It contributes to broader efforts in intangible cultural heritage safeguarding, while aligning with global frameworks such as the Sustainable Development Goals (SDGs) in the domains of health (SDG 3), education (SDG 4), sustainable communities (SDG 11), and peace and strong institutions (SDG 16).

License: Creative Commons Attribution 4.0 International (CC-BY 4.0)Narrative Owner: Kabuyutan Adat Nabawadatala, Desa Citengah, Sumedang Selatan, West Java, Indonesia.
DOI: 10.5281/zenodo.17032459
title: Kitab Nabawadatala: A 7th Century Sundanese Manuscript of Spirituality, Customary Law, and Traditional Healing

description: The Kitab Nabawadatala is an ancient Sundanese manuscript originating from Gunungan Kabuyutan, Sumedang, West Java, with an estimated dating of around 613 CE. Authored by Eyang Seda Brata, the manuscript has been safeguarded for generations and is currently curated by Agus Muslim, the fourth-generation cultural heir and the present custodian of Kabuyutan Adat Nabawadatala.

This manuscript constitutes a foundational source of knowledge for the community, encompassing three major domains of thought and practice: (1) Katunggalan, a philosophical framework of spiritual unity with the cosmos; (2) Nata Diri, Nata Nagara, customary principles of ethics, self-governance, and social order; and (3) Raksa Jasad, a system of traditional Sundanese healing and holistic health practices. Written in Old Sundanese language using Pegon script on lontar leaves, the manuscript measures approximately 40 x 25 cm with a thickness of about 25 cm. Despite its age, the text remains largely legible, though the physical condition is fragile, exhibiting signs of deterioration.

The Kitab Nabawadatala plays a pivotal role in sustaining cultural continuity, serving as a spiritual and educational reference for the Nabawadatala community. It informs both oral traditions and modern reinterpretations, including contemporary educational programs and publications by Agus Muslim. Furthermore, its significance extends beyond the local context, representing a unique intersection of philosophy, customary law, and indigenous medical knowledge within Sundanese heritage.

The documentation of this manuscript was carried out between 2022 and 2025 through the Nabawadatala Digital Cultural Archive Project, combining photographic digitization, transliteration, and oral history interviews. Complementary validation was also conducted using physical artifacts such as Batu Wulung, a sacred site associated with the manuscript’s teachings.

This record aims to safeguard the intellectual and cultural heritage of the Nabawadatala community, ensuring open access for future research, comparative studies, and cultural preservation. It contributes to broader efforts in intangible cultural heritage safeguarding, while aligning with global frameworks such as the Sustainable Development Goals (SDGs) in the domains of health (SDG 3), education (SDG 4), sustainable communities (SDG 11), and peace and strong institutions (SDG 16).

License: Creative Commons Attribution 4.0 International (CC-BY 4.0)Narrative Owner: Kabuyutan Adat Nabawadatala, Desa Citengah, Sumedang Selatan, West Java, Indonesia.
DOI: 10.34847/nkl.aea8yz76
title: valeurs aberrantes au seuil de 5 % détectés par OxCal et ChronoModel
title: Outliers at the 5% threshold detected by OxCal and ChronoModel

description: Résultats de la recherche de valeurs aberrantes au seuil de 5 % par le logiciel OxCal (Outlier_Model ; lignes gris clair : valeurs aberrantes à plus de 10 %) et comparaison avec les outliers identifiés par le logiciel ChronoModel. Les lignes signalées en gris foncé correspondent aux outliers uniquement détectés par l’un ou l’autre des logiciels (Bouy : grotte Bouyssonie, CasR : abri Casserole, CdV : abri du Cuzoul de Vers, CoCu : grotte de Combe-Cullier, CoVi : Contrée-Viallet, Fon : Fontgrasse, GdL : abri Gandil, Hou : abri Houleau, LSX : Lascaux, Sci : grotte des Scilles, SGR : Saint-Germain-la-Rivière, TdC : Taillis-des-Coteaux).
description: Outliers identified by OxCal (Outlier Model at 0.05; light grey: values with outlier probability ≥ 10%) and comparisons with the outliers identified by ChronoModel. Dark grey lines correspond to outliers only detected by one or the other software.
description: Temporal: Paléolithique récent, Badegoulien, Magdalénien
description: temporal: Paléolithique récent, Badegoulien, Magdalénien
DOI: 10.15468/dl.zuxy8w
title: Occurrence Download

description: A dataset containing 9784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chauna chavaria",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9784 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004906-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpqxnq
title: Occurrence Download

description: A dataset containing 124087 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Boletus"
 ]
}

 The dataset includes 124087 records from 573 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004845-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ny7met
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnosporangium clavariiforme",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007663-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxrph6
title: Occurrence Download

description: A dataset containing 393873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "GadmGid is one of (CAN.1_1, CAN.12_1, CAN.3_1, USA.27_1, USA.35_1, USA.42_1, USA.28_1, USA.51_1, USA.6_1, USA.45_1, USA.13_1, USA.38_1, USA.29_1, USA.41_1, USA.34_1, USA.47_1, USA.21_1, USA.8_1, USA.31_1, USA.33_1, USA.7_1, USA.22_1, USA.30_1, USA.20_1, CAN.4_1, CAN.10_1, CAN.7_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tringa semipalmata",
 "Year 2015-2024"
 ]
}

 The dataset includes 393873 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007631-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2camq
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sida schimperiana"
 ]
}

 The dataset includes 284 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007664-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dp547z
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crambe edentula"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007668-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbd7d8
title: Occurrence Download

description: A dataset containing 7900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudacris cadaverina)"
 ]
}

 The dataset includes 7900 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007666-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bc4yd2
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophiostoma novo-ulmi",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007670-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/neutwo
title: The Great Separation

description: This package contains material that enables to partially replicate The Great Separation. Indeed, this article is based on fine-grained administrative data that cannot be published for obvious privacy reasons. Therefore, you will not find the original raw data in this replication package. However, you will find the generic scripts to produce estimates in a given country (provided you get access to the data from the relevant statistical authority), the aggregated country estimates, and the estimation script based on the aggregated country data.
DOI: 10.15468/dl.k5ypdd
title: Occurrence Download

description: A dataset containing 15542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lespedeza cuneata, Anthyllis cuneata, Hedysarum sericeum, Anila chinensis, Lespedeza juncea subsericea, Lespedeza juncea sericea, Lespedeza argyrea, Lespedeza juncea sericea, Aspalathus cuneata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 15542 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007667-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zx2b84
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophiostoma novo-ulmi",
 "Country is Azerbaijan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007671-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16031007
title: Centro Nazionale Agritech Deliverable 4.3.1 data grids for agriculture

description: The review of existing literature and the analysis of data sources have provided valuable insights into the relationships among various data sources, while summarizing aspects related to accessibility, data formats, and metadata. Given the considerable heterogeneity of these sources, it becomes evident the necessity of data harmonization, encompassing aspects such as accessibility, data formats, and metadata standards.

Upon deconstructing the table  and delving into a detailed analysis, we identified a total of 79 distinct information layers as reported in the spreadsheet in this dataset. It is important to highlight the heterogeneity of the data formats. The data formats are spreadsheets, NetCDS, raster, vector, and online services. The table format, which includes structured and not structured data, is widely used and data harmonization is needed. The NetCDF format is widely used in climatology, meteorology, with 21 data sources employing this format. NetCDF is a platform-independent format characterized by arrays of data inclusive of metadata. Accessing and manipulation of this data format is supported in many languages through libraries that allow the data integration into GIS applications and are visualized as regular grids. The fundamental difference between NetCDF and raster is the array structure of the information, whereas raster is a rectangular matrix. Raster data are present in 19 of the total sources; this category includes remote sensing data, derived indices, or maps available as Web Map Services (WMS).  In contrast, vectorial data are only present in two sources. Finally, text format is represented by six sources. About data accessibility, the majority need manual downloads, while only few data sources are accessible through online services such as WMS, a Web Coverage Services (WCS), dedicated tools, Application Programming Interface (API), and, in some instances they require a registration on the respective websites.
DOI: 10.5281/zenodo.16032115
title: Centro Nazionale Agritech Deliverable 4.3.1 data grids for agriculture

description: The review of existing literature and the analysis of data sources have provided valuable insights into the relationships among various data sources, while summarizing aspects related to accessibility, data formats, and metadata. Given the considerable heterogeneity of these sources, it becomes evident the necessity of data harmonization, encompassing aspects such as accessibility, data formats, and metadata standards.

Upon deconstructing the table  and delving into a detailed analysis, we identified a total of 79 distinct information layers as reported in the spreadsheet in this dataset. It is important to highlight the heterogeneity of the data formats. The data formats are spreadsheets, NetCDS, raster, vector, and online services. The table format, which includes structured and not structured data, is widely used and data harmonization is needed. The NetCDF format is widely used in climatology, meteorology, with 21 data sources employing this format. NetCDF is a platform-independent format characterized by arrays of data inclusive of metadata. Accessing and manipulation of this data format is supported in many languages through libraries that allow the data integration into GIS applications and are visualized as regular grids. The fundamental difference between NetCDF and raster is the array structure of the information, whereas raster is a rectangular matrix. Raster data are present in 19 of the total sources; this category includes remote sensing data, derived indices, or maps available as Web Map Services (WMS).  In contrast, vectorial data are only present in two sources. Finally, text format is represented by six sources. About data accessibility, the majority need manual downloads, while only few data sources are accessible through online services such as WMS, a Web Coverage Services (WCS), dedicated tools, Application Programming Interface (API), and, in some instances they require a registration on the respective websites.
DOI: 10.15468/dl.m2ca87
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophiostoma novo-ulmi",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007672-250717081556266/datasets/export for details.
DOI: 10.15468/dl.fcvh6y
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitex tripinnata"
 ]
}

 The dataset includes 111 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007674-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvmfch
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnosporangium sabinae",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007677-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.