cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zbw3ba
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cuculus micropterus"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033809-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18723415
title: INTELLEKTUAL VA TEXNOLOGIK SALOHIYATNING IQTISODIY RIVOJLANISHDAGI O'RNI VA AHAMIYATI

description: Mazkur tezisda intellektual va texnologik salohiyatning iqtisodiy rivojlanishdagi o‘rni va ahamiyati nazariy jihatdan tahlil qilinadi. Tadqiqotda zamonaviy iqtisodiyot sharoitida bilim, innovatsiya va texnologik resurslarning iqtisodiy o‘sish, raqobatbardoshlikni oshirish hamda ishlab chiqarish samaradorligini ta’minlashdagi roli yoritilgan. Ilmiy manbalar asosida intellektual va texnologik salohiyatning tarkibiy elementlari umumlashtirilib, ularning iqtisodiy jarayonlarga ta’siri tizimli yondashuv asosida baholandi. Shuningdek, mazkur salohiyatni rivojlantirish orqali innovatsion faoliyatni faollashtirish, hududiy rivojlanishni jadallashtirish hamda iqtisodiy barqarorlikni ta’minlash imkoniyatlari asoslab berildi. Tadqiqot natijalari intellektual va texnologik salohiyatni iqtisodiy rivojlanishning muhim omillaridan biri sifatida baholash va undan samarali foydalanish bo‘yicha ilmiy xulosalar ishlab chiqish imkonini beradi.
DOI: 10.5281/zenodo.18723414
title: INTELLEKTUAL VA TEXNOLOGIK SALOHIYATNING IQTISODIY RIVOJLANISHDAGI O'RNI VA AHAMIYATI

description: Mazkur tezisda intellektual va texnologik salohiyatning iqtisodiy rivojlanishdagi o‘rni va ahamiyati nazariy jihatdan tahlil qilinadi. Tadqiqotda zamonaviy iqtisodiyot sharoitida bilim, innovatsiya va texnologik resurslarning iqtisodiy o‘sish, raqobatbardoshlikni oshirish hamda ishlab chiqarish samaradorligini ta’minlashdagi roli yoritilgan. Ilmiy manbalar asosida intellektual va texnologik salohiyatning tarkibiy elementlari umumlashtirilib, ularning iqtisodiy jarayonlarga ta’siri tizimli yondashuv asosida baholandi. Shuningdek, mazkur salohiyatni rivojlantirish orqali innovatsion faoliyatni faollashtirish, hududiy rivojlanishni jadallashtirish hamda iqtisodiy barqarorlikni ta’minlash imkoniyatlari asoslab berildi. Tadqiqot natijalari intellektual va texnologik salohiyatni iqtisodiy rivojlanishning muhim omillaridan biri sifatida baholash va undan samarali foydalanish bo‘yicha ilmiy xulosalar ishlab chiqish imkonini beradi.
DOI: 10.15468/dl.tktnqd
title: Occurrence Download

description: A dataset containing 27116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boreogadus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27116 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033810-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnquxv
title: Occurrence Download

description: A dataset containing 5348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthurdendyus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5348 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033811-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yc78mb
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cuculus saturatus"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033812-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e36bfe
title: Occurrence Download

description: A dataset containing 28741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centroscyllium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28741 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033813-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cp5hb9
title: Occurrence Download

description: A dataset containing 5421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetractenos",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5421 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033814-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18723448
title: NAQD PULSIZ AMALGA OSHIRILADIGAN OPERATSIYALARNING NAZARIY JIHATDAN MUAMMOLARI
DOI: 10.5281/zenodo.18723447
title: NAQD PULSIZ AMALGA OSHIRILADIGAN OPERATSIYALARNING NAZARIY JIHATDAN MUAMMOLARI
DOI: 10.15468/dl.85k439
title: Occurrence Download

description: A dataset containing 55585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Udea ferrugalis"
 ]
}

 The dataset includes 55585 records from 362 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033790-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xu2ffu
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cuculus canorus"
 ]
}

 The dataset includes 130 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033816-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wapdpq
title: Occurrence Download

description: A dataset containing 33610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Tyta luctuosa"
 ]
}

 The dataset includes 33610 records from 621 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033817-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7j9bt
title: Occurrence Download

description: A dataset containing 183038 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus nigra J.F.Arnold"
 ]
}

 The dataset includes 183038 records from 914 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088787-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enj35r
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyrtodactylus jaintaensis Agarwal, Mahony, Giri, Chaitanya & Bauer, 2018, Cyrtodactylus jaintiaensis Agarwal, Mahony, Giri, Chaitanya & Bauer, 2018)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051177-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjbngt
title: Occurrence Download

description: A dataset containing 10321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (South America, North America)",
 "Country is Mexico",
 "TaxonKey is Ambrosia L."
 ]
}

 The dataset includes 10321 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030005-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xazmzq
title: Occurrence Download

description: A dataset containing 2471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "CoordinateUncertaintyInMeters 0.0-31.0",
 "Country is United States of America",
 "Geometry POLYGON((-145.2154 21.7936,-56.92444 21.7936,-56.92444 50.03679,-145.2154 50.03679,-145.2154 21.7936))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bromus tectorum L."
 ]
}

 The dataset includes 2471 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023195-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exezeh
title: Occurrence Download

description: A dataset containing 4714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Vireo modestus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 4714 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088808-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfbu8e
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxalis enneaphylla Cav."
 ]
}

 The dataset includes 281 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056133-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbxhpr
title: Occurrence Download

description: A dataset containing 45622 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andropogon gayanus Kunth"
 ]
}

 The dataset includes 45622 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030020-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehr8q6
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllanthus consanguineus Müll.Arg."
 ]
}

 The dataset includes 66 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076885-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yb9s92
title: Occurrence Download

description: A dataset containing 194274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cervus Linnaeus, 1758",
 "Year 1901-2023"
 ]
}

 The dataset includes 194274 records from 689 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029992-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b557au
title: Occurrence Download

description: A dataset containing 438 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllanthus fraternus G.L.Webster"
 ]
}

 The dataset includes 438 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076982-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gv8vv
title: Occurrence Download

description: A dataset containing 6975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Capreolus capreolus (Linnaeus, 1758)",
 "Year 1979-2013"
 ]
}

 The dataset includes 6975 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003285-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15526068
title: Dataset from the article "Shelter use in horses: time spent indoors and factors of variation – results from a one-year longitudinal study" by Lansade et al. 2025
DOI: 10.5281/zenodo.15526069
title: Dataset from the article "Shelter use in horses: time spent indoors and factors of variation – results from a one-year longitudinal study" by Lansade et al. 2025
DOI: 10.5284/1134790
title: Site Images and GIS Data from an Archaeological Evaluation at Union Lane, Oulton, Suffolk, August 2021

description: The collection consists of site images and GIS data from an archaeological evaluation at Union Lane, Oulton, Suffolk. Works were conducted by Cotswold Archaeology in August 2021, ahead of the submission of a planning application for residential redevelopment of the site. The focus of the evaluation was on the burial ground associated with the former Mutford and Lothingland Incorporated Hundred Workhouse, shown on historic mapping. A total of 10 trenches were excavated with forty graves identified in six of them. Contaminated ground encountered at the western end of the site meant that two trenches here were abandoned.
DOI: 10.15468/dl.h4navm
title: Occurrence Download

description: A dataset containing 54145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycorma delicatula"
 ]
}

 The dataset includes 54145 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020207-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17544323
title: gp-gam-optimisation-dataset: Example input and output data for Gaussian Process and GAM workflow (H₂SO₄, January 2017)

description: This dataset provides the input and output files used for the demonstration and reproducibility tests of the gp-gam-optimisation-pipeline (Ghosh & Regayre, 2025).

The example covers Gaussian Process (GP) emulation and Generalized Additive Model (GAM) fitting for H₂SO₄ (January 2017) over four grid points.It includes the raw input files, emulated mean  outputs, and GAM variance files.

The dataset allows users to validate the pipeline functionality without requiring access to HPC or the full PPE dataset.

Software reference: https://doi.org/10.5281/zenodo.17543623
DOI: 10.5281/zenodo.17544324
title: gp-gam-optimisation-dataset: Example input and output data for Gaussian Process and GAM workflow (H₂SO₄, January 2017)

description: This dataset provides the input and output files used for the demonstration and reproducibility tests of the gp-gam-optimisation-pipeline (Ghosh & Regayre, 2025).

The example covers Gaussian Process (GP) emulation and Generalized Additive Model (GAM) fitting for H₂SO₄ (January 2017) over four grid points.It includes the raw input files, emulated mean  outputs, and GAM variance files.

The dataset allows users to validate the pipeline functionality without requiring access to HPC or the full PPE dataset.

Software reference: https://doi.org/10.5281/zenodo.17543623
DOI: 10.15468/dl.7j5ry6
title: Occurrence Download

description: A dataset containing 790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Specimen)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Selaginella lepidophylla",
 "Year 1980-2025"
 ]
}

 The dataset includes 790 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020217-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1133226
title: Digital Archive from Archaeological Evaluation and Excavation at Old School Lane, Upware, Cambridgeshire, December 2017 - July 2018

description: This collection comprises site records, images, reports, vector drawings, spreadsheets, and databases from an archaeological evaluation and an excavation at south of Old School Lane, Upware, Cambridgeshire, undertaken by Oxford Archaeology between December 2017 and July 2018. Significant, intense and long-lived Romano-British activity was found during the excavation.
DOI: 10.5281/zenodo.17537152
title: SMaHT HapMap Mixture Benchmark Set

description: This directory contains highly accurate somatic benchmarking single nucleotide variants (SNVs), small indels (indels), structural variations (SVs), mobile element insertions (MEIs) and mitochondrial variants(mito) for the HapMap cell line mixture. The HapMap mixture consists of 83.5% of HG005 (Chinese male), 10% of HG02622 (European/Ashkenazi Jewish male), 2% of HG002 (African female), 2% of HG02257 (African male), 2% of HG02486 (East Asian female), and 0.5% HG00438 (Chinese male). The vcf.gz and bed files are intended to be used together to benchmark the performance of somatic variant callers. The benchmarking region is defined as the intersection of reliable regions across the 12 haploid assemblies from the 6 HapMap samples, encompassing 89% of GRCh38 and 90% of CHM13, respectively. Each benchmark set was produced from a minigraph-cactus graph constructed using: 1) The selected reference assembly (GRCh38, T2T-CHM13, HG005 maternal/paternal assemblies, or a personalized HapMap mixture assembly) and 2) Twelve haploid assemblies from the six HapMap samples. The following paper(s) can be cited for use of the benchmark variant set: Kong, Nahyun, et al. "A Pangenomic Method for Establishing a Somatic Variant Detection Resource in HapMap Mixtures." bioRxiv (2025): 2025-09.
DOI: 10.5281/zenodo.17544617
title: SMaHT HapMap Mixture Benchmark Set

description: This directory contains highly accurate somatic benchmarking single nucleotide variants (SNVs), small indels (indels), structural variations (SVs), mobile element insertions (MEIs) and mitochondrial variants(mito) for the HapMap cell line mixture. The HapMap mixture consists of 83.5% of HG005 (Chinese male), 10% of HG02622 (European/Ashkenazi Jewish male), 2% of HG002 (African female), 2% of HG02257 (African male), 2% of HG02486 (East Asian female), and 0.5% HG00438 (Chinese male). The vcf.gz and bed files are intended to be used together to benchmark the performance of somatic variant callers. The benchmarking region is defined as the intersection of reliable regions across the 12 haploid assemblies from the 6 HapMap samples, encompassing 89% of GRCh38 and 90% of CHM13, respectively. Each benchmark set was produced from a minigraph-cactus graph constructed using: 1) The selected reference assembly (GRCh38, T2T-CHM13, HG005 maternal/paternal assemblies, or a personalized HapMap mixture assembly) and 2) Twelve haploid assemblies from the six HapMap samples. The following paper(s) can be cited for use of the benchmark variant set: Kong, Nahyun, et al. "A Pangenomic Method for Establishing a Somatic Variant Detection Resource in HapMap Mixtures." bioRxiv (2025): 2025-09.
DOI: 10.7914/gt1a-7n44
title: Baffin Island Broadband Offshore Seismology

description: The Baffin-Labrador Seaway is the product of continental rifting and seafloor spreading between Greenland and the eastern Canadian Arctic. Although rifting has ceased, it has left dense networks of faults that host abundant seismicity today. In northwestern Baffin Bay, ~1300 earthquakes of M>3 have been recorded over the past 30 years by the land-based CNSN network. These earthquakes pose hazard to communities on the northeastern coast of Baffin Island and western Greenland. The remoteness and vast scale of this area has historically made it extremely challenging to survey with seismic or acoustic instruments, leaving it poorly characterized in many contexts.

The BIBOS project seeks to improve understanding of the geodynamic processes in northern Baffin Bay, including characterizing the tectonic stress field, locations/dimensions of potentially seismogenic faults, intraplate earthquake recurrence intervals and large-scale crustal structure. This information will be used to improve seismic hazard assessments in the eastern Canadian Arctic. OBS data can also be used to characterize the underwater acoustic environment, which has become increasingly important for both military and civilian applications in the region.

A network of 28 Aquarius ocean-bottom seismometers (OBS) from the National Facility for Seismological Investigations (Dalhousie University) was deployed from September 2024 through October 2025 in the western half of northern Baffin Bay. The array covers an area of notable seismicity between the coast of Baffin Island and the dormant rift structure which runs approximately down the center of the bay.

This project is a collaborative effort involving scientists from Dalhousie University, the Geological Survey of Canada and Defense Research and Development Canada (DRDC), and forms part of the larger ICE-OBS (Investigating Canada's Eastern Offshore with Broadband Seismology) initiative to study the Canadian Atlantic and Arctic offshore regions.
DOI: 10.15468/dl.5r5eue
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is Wittmackia bicolor"
 ]
}

 The dataset includes 57 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020218-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.