cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2qd4yj
title: Occurrence Download

description: A dataset containing 1329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "TaxonKey is Restrepia"
 ]
}

 The dataset includes 1329 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013460-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hadp42
title: Occurrence Download

description: A dataset containing 682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "DatasetKey is one of (Digitalización y sistematización de las colecciones biológicas del INECOL (Herbario), Digitalización y sistematización de las colecciones biológicas del INECOL (Herbario), Catálogo electrónico de especímenes depositados en el Herbario de la Universidad de Texas en Austin, Fase IV (Ejemplaresimagenes), Computarización del Herbario ENCB. Fase I (Base de datos de los ejemplares del Valle de México), Tropicos MO Specimen Data, Academy of Natural Sciences of Drexel University, Pl@ntNet observations)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ipomoea purpurea",
 "Year 1000-2025"
 ]
}

 The dataset includes 682 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013459-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17428197
title: Empirical Validation of the Metric Pressure Constant κ in the Neutrino Metric Model (NMM / Λ–κ Framework)

description: This dataset presents the first empirical validation of the Neutrino Metric Model (NMM – Λ–κ Framework), a cosmological extension describing gravity as an emergent pressure of the neutrino field. The analysis of 175 SPARC galaxies demonstrates the universality of the metric constant κ ≈ 1.0×10²⁶ m³/kg, confirming consistency between local dynamics and cosmological Λ calibration.
DOI: 10.15468/dl.8xr8gd
title: Occurrence Download

description: A dataset containing 751 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Yongeichthys criniger"
 ]
}

 The dataset includes 751 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013461-251025141854904/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.27938046.v3
title: <b>Biodiversity Conservation Informatics under Climate Change: An Open and FAIR Bibliometric Review</b>

description: Informatics technologies are transforming biodiversity conservation by enabling large-scale data analysis, predictive modeling, and real-time monitoring in the face of climate change. This study presents a bibliometric analysis of global research on the application of informatics tools − such as machine learning, remote sensing, geographic information systems, and big data analytics − to biodiversity conservation and climate change. Using the Scopus database, we analyzed 643 publications from 1993 to 2024 to identify research trends, collaboration networks, and emerging thematic areas. The results reveal a rapid increase in publications over the last decade, with developed countries and China leading research output, while contributions from Africa remain limited. Keyword co-occurrence analysis highlights key research themes, including species distribution modeling, climate change impacts, conservation technology, and ecological informatics. Co-authorship network mapping underscores the interdisciplinary and collaborative nature of biodiversity informatics and climate change research. This bibliometric review provides a quantitative synthesis of knowledge production in this field, offering insights into dominant research trajectories and identifying gaps in geographic representation and thematic coverage. The findings inform future research and policy efforts aimed at leveraging informatics technologies for effective and inclusive biodiversity conservation strategies in a changing climate.
DOI: 10.15468/dl.txseyq
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Syrian Arab Republic",
 "Year is 2017",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 52 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013462-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1137123
title: Digital Archive from a Magnetometer Survey at Fosbury Farm, Tidcombe and Fosbury, Wiltshire, September 2024

description: This collection comprises raw and minimally processed magnetometry data, a greyscale image of processed magnetometry data and a CAD drawing from a geophysical survey at Fosbury Farm, Tidcombe and Fosbury, Wiltshire. Work was carried out by Archaeological Surveys Ltd in September 2024. The results indicate the presence of a former flint or chalk extraction pit, partially infilled with soil and relatively modern magnetic debris. A number of weakly positive linear anomalies have also been located but are of uncertain origin. A large number of discrete pit-like anomalies relate to former tree throw pits with more amorphous anomalies also associated with naturally formed magnetic contrast.
DOI: 10.15468/dl.aaz6qk
title: Occurrence Download

description: A dataset containing 5179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Choloepus"
 ]
}

 The dataset includes 5179 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013463-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmr4m7
title: Occurrence Download

description: A dataset containing 627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is French Polynesia",
 "Geometry POLYGON((-149.83635 -17.44295,-149.9608 -17.45257,-149.9608 -17.51479,-149.96208 -17.58086,-149.89665 -17.59754,-149.83314 -17.62898,-149.72858 -17.60652,-149.72858 -17.52441,-149.70677 -17.45834,-149.83635 -17.44295))",
 "OccurrenceStatus is Present",
 "TaxonKey is Acanthaster planci"
 ]
}

 The dataset includes 627 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013465-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgkax3
title: Occurrence Download

description: A dataset containing 18116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixodes scapularis"
 ]
}

 The dataset includes 18116 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013464-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v48dxf
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Syrian Arab Republic",
 "Year is 2018",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 128 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013466-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1137122
title: Digital Archive from a Magnetometer Survey at Furzen Leaze Solar Farm, Siddington and Kemble, Gloucestershire, February-March 2025

description: This collection comprises raw and minimally processed magnetometry data, greyscale images of processed magnetometry data and a CAD drawing from a geophysical survey at Furzen Leaze Solar Farm, Siddington and Kemble, Gloucestershire. Work was carried out by Archaeological Surveys Ltd February and March 2024. The results of the survey indicate the presence of a small number of enclosures and linear ditches in the northern part of the site, along with two small ring ditches and linear ditches and pits in the east. There is widespread evidence for formerly mapped field boundaries along with former ridge and furrow cultivation and more modern land drainage. A large number of naturally formed linear, rectilinear and pit-like anomalies can be seen within the site and it can be difficult to differentiate between those with a natural origin and those with an anthropogenic origin.
DOI: 10.15468/dl.82haan
title: Occurrence Download

description: A dataset containing 2154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus caribaea"
 ]
}

 The dataset includes 2154 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013467-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hypdjm
title: Occurrence Download

description: A dataset containing 405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Syrian Arab Republic",
 "Year is 2019",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 405 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013468-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5255/ukda-sn-858084
title: Cyber Security Investment Business Cases and Empirical Evaluation, 2022-2025

description: This dataset comprises business cases and empirical evaluations of cyber security investment tool ROCSI within UK private sector organisations. The dataset was collected using semi-structured interviews with key stakeholders and supplemented with structured cost and risk assessment data. The data capture both quantitative inputs, including cost breakdowns, asset valuations, and risk metrics as well as qualitative insights from participants, such as perceptions of risk, decision-making rationale, and practical challenges in cyber security investment.

The dataset is designed to support research and analysis in the following areas:
Financial evaluation of cyber security investments, including direct and indirect costs.
Empirical assessment of risk quantification models (e.g., ROCSI).
Organisational decision-making processes, highlighting how technical cyber risks are translated into business impacts.
Qualitative analysis of stakeholder perceptions, including usability, clarity, and perceived value of risk assessment tools.

Files include interview transcripts, coding frameworks, structured Excel datasets, and the interview guide.
DOI: 10.15468/dl.fmf9ng
title: Occurrence Download

description: A dataset containing 7098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.39_1",
 "IucnRedListCategory is one of (EN, CR)"
 ]
}

 The dataset includes 7098 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013469-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jd6t7t
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Jacquemontia oaxacana",
 "Year 1000-2025"
 ]
}

 The dataset includes 149 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013470-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9nmb2
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Continent is one of (North America, South America)",
 "TaxonKey is Dresslerella"
 ]
}

 The dataset includes 123 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013471-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hq5zd7
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-70.99925 42.12351,-70.99846 42.12055,-71.00062 42.12017,-71.00045 42.11919,-70.99944 42.11945,-70.99851 42.11966,-70.99629 42.11918,-70.99458 42.1197,-70.99431 42.11893,-70.99363 42.11899,-70.9926 42.11772,-70.99455 42.1173,-70.9934 42.11186,-70.98725 42.10975,-70.97962 42.11366,-70.97941 42.11237,-70.97988 42.11147,-70.97723 42.11258,-70.97797 42.11306,-70.97788 42.114,-70.97469 42.11441,-70.97461 42.11611,-70.97596 42.12221,-70.97552 42.12339,-70.97482 42.12411,-70.97528 42.12506,-70.97476 42.12539,-70.97412 42.12577,-70.97468 42.12643,-70.97724 42.12505,-70.97778 42.12604,-70.97685 42.12719,-70.97962 42.12667,-70.98329 42.12591,-70.98113 42.12686,-70.98072 42.1282,-70.98045 42.12902,-70.98643 42.12794,-70.98826 42.12734,-70.99385 42.12594,-70.99925 42.12351))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2008-2025"
 ]
}

 The dataset includes 139 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013472-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-2234936963
title: CHRONOS (continuation)

description: The CHRONOS BAG at ESRF is a specialized access mode designed for long-term in situ synchrotron experiments. Its mission is to capture slow processes in real time by enabling continuous X-ray imaging over extended periods. The principle relies on automated, scheduled scans that allow researchers to track dynamic changes in materials under controlled conditions with implications for numerous scientific and industrial fields. In geosciences, it enhances our understanding of fault mechanics, fluid-rock interactions, and carbon sequestration. In material science, it provides insights into creep, fatigue, and phase changes. By bridging timescales and automating data collection, CHRONOS advances synchrotron techniques and opens new possibilities for studying time-dependent natural and manufactured systems.
DOI: 10.5284/1137117
title: Digital Archive from a Magnetometer Survey at Holt Lane, Hook, Hampshire, March-June 2024

description: This collection comprises raw and minimally processed magnetometry data, a greyscale image of processed magnetometry data and a CAD drawing from a geophysical survey at land off Holt Lane, Hook, Hampshire. Work was carried out by Archaeological Surveys Ltd between March and June 2024. There are a number of linear and rectilinear, ditch-like anomalies and discrete positive responses could relate to pit-like features and/or areas of burning. Strongly magnetic debris in the southern part of the site is associated with land reinstatement of a M3 works site. Naturally formed anomalies are evident within the alluvial floodplain of the River Whitewater and also on higher ground to the west
DOI: 10.15468/dl.8vwsbs
title: Occurrence Download

description: A dataset containing 570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Syrian Arab Republic",
 "Year is 2020",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 570 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013473-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqgfug
title: Occurrence Download

description: A dataset listing the 4097278 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4097278 records were derived from 77557 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013440-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mv4kr
title: Occurrence Download

description: A dataset containing 54705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Chromista",
 "InstitutionCode is iNaturalist",
 "Country is United States of America",
 "Year is greater than or equal to 2010"
 ]
}

 The dataset includes 54705 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013435-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sp2724
title: Occurrence Download

description: A dataset containing 1478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nissolia fruticosa",
 "Year 1962-2025"
 ]
}

 The dataset includes 1478 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013474-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17516098
title: UV Chain Hypothesis - Ultraviolet Radiation as Life's Universal Driver

description: The UV Chain Hypothesis asserts that ultraviolet photons are the universal driver of prebiotic chemistry, initiating nucleobase formation in femtoseconds and propagating life’s code from Earth’s deep oceans to Titan’s hydrocarbon lakes.
DOI: 10.5281/zenodo.17516097
title: UV Chain Hypothesis - Ultraviolet Radiation as Life's Universal Driver

description: The UV Chain Hypothesis asserts that ultraviolet photons are the universal driver of prebiotic chemistry, initiating nucleobase formation in femtoseconds and propagating life’s code from Earth’s deep oceans to Titan’s hydrocarbon lakes.
DOI: 10.15468/dl.zx9mb8
title: Occurrence Download

description: A dataset containing 1919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is one of (North America, South America)",
 "OccurrenceStatus is Present",
 "TaxonKey is Myoxanthus"
 ]
}

 The dataset includes 1919 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013476-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3n5p2
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Syrian Arab Republic",
 "Year is 2021",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 525 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013477-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17516263
title: Lithic assemblage from site BP1316 - Bayuda Desert, Sudan
DOI: 10.5281/zenodo.17516262
title: Lithic assemblage from site BP1316 - Bayuda Desert, Sudan
DOI: 10.5284/1137121
title: Digital Archive from a Magnetometer Survey at Snowswick Lane, Coleshill, Oxfordshire, July-August 2024

description: This collection comprises raw and minimally processed magnetometry data, greyscale images of processed magnetometry data and a CAD drawing from a geophysical survey at land off Snowswick Lane, Coleshill, Oxfordshire. Work was carried out by Archaeological Surveys Ltd July and August 2024. An additional geophysical survey was carried out over 22ha by Archaeological Surveys Ltd ahead of a potential solar farm development near Coleshill in Oxfordshire. A previous geophysical survey had located evidence for late prehistoric and Romano-British settlement and the scheme was amended to include two additional fields to the south west and two to the north east.
DOI: 10.34740/kaggle/dsv/13601470
title: NWPU-24
DOI: 10.15468/dl.csa8h9
title: Occurrence Download

description: A dataset containing 1299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Syrian Arab Republic",
 "Year is 2022",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 1299 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013478-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.