cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7vab5f
title: Occurrence Download

description: A dataset containing 941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-102.986302 36.476928, -103.028455 36.527691, -103.094480 36.527691, -103.052300 36.476928, -102.986302 36.476928))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 941 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043616-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjy7ca
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Austrophyllum lanceolata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043617-251120083545085/datasets/export for details.
DOI: 10.15468/dl.jzmtzt
title: Occurrence Download

description: A dataset containing 1162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tephrosia uniflora",
 "Continent is Africa"
 ]
}

 The dataset includes 1162 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043619-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcmkqj
title: Occurrence Download

description: A dataset containing 33389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ducula aenea, Ducula aenea consobrina, Ducula aenea intermedia, Ducula aenea fugaensis, Ducula aenea polia, Ducula aenea mista, Ducula aenea palawanensis, Ducula aenea aenea, Ducula aenea pusilla, Ducula aenea babiensis)"
 ]
}

 The dataset includes 33389 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043618-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2345ke
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-106.434988 36.514328, -106.475984 36.562036, -106.538042 36.562036, -106.497022 36.514328, -106.434988 36.514328))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 173 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043620-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngapzy
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eteone aurantiaca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043621-251120083545085/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.30845492
title: Table S3

description: Dataset used in determining habitat selection for sable antelope in the Marromeu Complex of the Zambezi Delta in Mozambique.
DOI: 10.6084/m9.figshare.30845492.v1
title: Table S3

description: Dataset used in determining habitat selection for sable antelope in the Marromeu Complex of the Zambezi Delta in Mozambique.
DOI: 10.15468/dl.59aa5v
title: Occurrence Download

description: A dataset containing 1404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tephrosia vogelii",
 "Continent is Africa"
 ]
}

 The dataset includes 1404 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043622-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17507355
title: Code and data for "Climate warming differentiates global rain-on-snow events and flood characteristics"
DOI: 10.5281/zenodo.17507356
title: Code and data for "Climate warming differentiates global rain-on-snow events and flood characteristics"
DOI: 10.15468/dl.mbndzz
title: Occurrence Download

description: A dataset containing 2546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((117.40021 27.64761,123.05164 27.64761,123.05164 33.0135,117.40021 33.0135,117.40021 27.64761))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oleaceae"
 ]
}

 The dataset includes 2546 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043624-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agkhws
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eteone sculpta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 111 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043625-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dnwgc
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-105.616699 36.442040, -105.656057 36.488322, -105.716245 36.488322, -105.676865 36.442040, -105.616699 36.442040))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 830 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043626-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmezr4
title: Occurrence Download

description: A dataset containing 1604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Teramnus labialis",
 "Continent is Africa"
 ]
}

 The dataset includes 1604 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043627-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zarvq5
title: Occurrence Download

description: A dataset containing 525287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Spiza americana)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 525287 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043577-251120083545085/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.30797261
title: An innovative imaging method for recording bloodstain patterns at crime scenes using panoramic imaging

description: Bloodstain pattern documentation requires recording the scene in sufficient detail to allow evidence preservation and aid event reconstruction. Current documentation techniques pose limitations including laborious processes, extensive training for crime scene investigators (CSI), a lack of context in close-up shots, and the danger of incomplete documentation. These limitations have a ripple effect on off-site bloodstain pattern analysis (BPA), potentially affecting accuracy and time of the analysis. To address these limitations, new technologies, including panoramic imaging, have the potential to improve BPA workflows by increasing the effectiveness and efficiency of onsite documentation, as well as off-site analysis. This study investigated panoramic imaging to record blood spatter patterns for off-site area of origin (AO) analysis towards developing a method that can accommodate a range of wall sizes and camera/lens combinations, while being easy to use without CSIs requiring extensive training. The developed method provided a straightforward means to document blood spatter on walls ranging from 1 to 3.5 m, demonstrating the method’s adaptability to scene-specific constraints, including spatial. Lenses from 60 to 180 mm yielded reliable results, allowing high-quality capture suitable for off-site AO analysis. Testing this range of lenses provided confidence that CSIs can use their current equipment to record panoramic images.
DOI: 10.6084/m9.figshare.30797261.v1
title: An innovative imaging method for recording bloodstain patterns at crime scenes using panoramic imaging

description: Bloodstain pattern documentation requires recording the scene in sufficient detail to allow evidence preservation and aid event reconstruction. Current documentation techniques pose limitations including laborious processes, extensive training for crime scene investigators (CSI), a lack of context in close-up shots, and the danger of incomplete documentation. These limitations have a ripple effect on off-site bloodstain pattern analysis (BPA), potentially affecting accuracy and time of the analysis. To address these limitations, new technologies, including panoramic imaging, have the potential to improve BPA workflows by increasing the effectiveness and efficiency of onsite documentation, as well as off-site analysis. This study investigated panoramic imaging to record blood spatter patterns for off-site area of origin (AO) analysis towards developing a method that can accommodate a range of wall sizes and camera/lens combinations, while being easy to use without CSIs requiring extensive training. The developed method provided a straightforward means to document blood spatter on walls ranging from 1 to 3.5 m, demonstrating the method’s adaptability to scene-specific constraints, including spatial. Lenses from 60 to 180 mm yielded reliable results, allowing high-quality capture suitable for off-site AO analysis. Testing this range of lenses provided confidence that CSIs can use their current equipment to record panoramic images.
DOI: 10.15468/dl.3ctnjb
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eulalia pachycirra",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043629-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7s7phq
title: Occurrence Download

description: A dataset containing 2165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-105.636202 36.304081, -105.677078 36.352384, -105.739868 36.352384, -105.698968 36.304081, -105.636202 36.304081))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2165 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043630-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wfhyg
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Terminalia albida",
 "Continent is Africa"
 ]
}

 The dataset includes 226 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043631-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17678390
title: Benchmarking datasets used in the manuscript
DOI: 10.5281/zenodo.17678389
title: Benchmarking datasets used in the manuscript
DOI: 10.6084/m9.figshare.30845081
title: Publically available data for the <i>Advancing AI in the UAE AEC Industry: Applications, Challenges and Implementation Framework</i>

description: The UAE’s AEC sector is entering a major AI-driven transformation. Using a mixed-method approach and a literature review of Scopus studies, this work identifies key global themes—construction planning, design automation, sustainability, and digital transformation—and relates them to the UAE context. AI adoption is rising in areas like predictive scheduling, safety monitoring, and defect detection, yet gaps remain in legal compliance, asset management, and demolition. Main barriers include fragmented data, limited skills, ethical and trust concerns, cybersecurity, and evolving regulations. A five-pillar framework is proposed: policy alignment, data infrastructure, workforce development, phased adoption, and sustainability integration, supported by governance and collaboration. The framework guides stakeholders in advancing AI in the UAE built environment and contributing to national goals such as UAE Centennial 2071 and Net Zero 2050.
DOI: 10.6084/m9.figshare.30845081.v1
title: Publically available data for the <i>Advancing AI in the UAE AEC Industry: Applications, Challenges and Implementation Framework</i>

description: The UAE’s AEC sector is entering a major AI-driven transformation. Using a mixed-method approach and a literature review of Scopus studies, this work identifies key global themes—construction planning, design automation, sustainability, and digital transformation—and relates them to the UAE context. AI adoption is rising in areas like predictive scheduling, safety monitoring, and defect detection, yet gaps remain in legal compliance, asset management, and demolition. Main barriers include fragmented data, limited skills, ethical and trust concerns, cybersecurity, and evolving regulations. A five-pillar framework is proposed: policy alignment, data infrastructure, workforce development, phased adoption, and sustainability integration, supported by governance and collaboration. The framework guides stakeholders in advancing AI in the UAE built environment and contributing to national goals such as UAE Centennial 2071 and Net Zero 2050.
DOI: 10.21227/51fd-xr32
title: "Understanding Rust in Engineering Practice An Empirical Investigation of Usability, Toolchain Support, and Ecosystem Development"

description: "None"
DOI: 10.15468/dl.p3eghr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eulalia semenovi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043633-251120083545085/datasets/export for details.
DOI: 10.15468/dl.bwcny2
title: Occurrence Download

description: A dataset containing 1568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hippophae rhamnoides"
 ]
}

 The dataset includes 1568 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043634-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vmwdc
title: Occurrence Download

description: A dataset containing 2340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-104.898969 36.429194, -104.942928 36.481258, -105.010637 36.481258, -104.966648 36.429194, -104.898969 36.429194))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2340 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043635-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dk7ex8
title: Occurrence Download

description: A dataset containing 181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((88.02 27.02,88.92 27.02,88.92 28.12,88.02 28.12,88.02 27.02))",
 "OccurrenceStatus is Present",
 "TaxonKey is Solanales"
 ]
}

 The dataset includes 181 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043636-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spwjs9
title: Occurrence Download

description: A dataset containing 3557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Terminalia avicennioides",
 "Continent is Africa"
 ]
}

 The dataset includes 3557 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043637-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76755z
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eulalia subulifera",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043639-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwq8ub
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Amolops ricketti",
 "Year 2024-2025"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043638-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17875532
title: SARS-CoV-2 Infektionen in Deutschland

description: Im Datensatz "SARS-CoV-2 Infektionen in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu SARS-CoV-2 Infektionen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Landkreisebene zu bestätigten Infektionen, Todesfällen und Genesungen, differenziert nach Altersgruppen und Geschlecht. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.15468/dl.hgrxhd
title: Occurrence Download

description: A dataset containing 590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-105.231474 36.416124, -105.275045 36.467590, -105.341972 36.467590, -105.298374 36.416124, -105.231474 36.416124))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 590 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043641-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7k9g2g
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((118.82758 28.21103,122.95374 28.21103,122.95374 31.9037,118.82758 31.9037,118.82758 28.21103))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lythraceae"
 ]
}

 The dataset includes 557 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043640-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjm7nt
title: Occurrence Download

description: A dataset containing 4544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Terminalia engleri",
 "Continent is Africa"
 ]
}

 The dataset includes 4544 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043642-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psxx5z
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eulalia varia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043644-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swyecd
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-102.948308 36.364750, -102.981336 36.404715, -103.033294 36.404715, -103.000250 36.364750, -102.948308 36.364750))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 250 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043648-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8sd47
title: Occurrence Download

description: A dataset containing 6906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Chinese Taipei",
 "OccurrenceStatus is Present",
 "TaxonKey is Mikania micrantha"
 ]
}

 The dataset includes 6906 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043646-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dexnem
title: Occurrence Download

description: A dataset containing 16512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Circus macrourus, Circus macrourus x cyaneus, Circus macrourus x pygargus, Circus pygargus x macrourus)"
 ]
}

 The dataset includes 16512 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043645-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.