cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gvp83y
title: Occurrence Download

description: A dataset containing 1206263 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Spondias mombin L., Spondias lutea Engl., Spondias lutea L., Spondias lutea Macfad., Anacardiaceae, Spondias mambin L., Spondias mombin var. globosa J.D.Mitch. & Daly, Spondias mombin var. mombin, Spondias mombin Jacq.)"
 ]
}

 The dataset includes 1206263 records from 2492 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056319-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vqe6w
title: Occurrence Download

description: A dataset containing 1118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tridacna gigas (Linnaeus, 1758)"
 ]
}

 The dataset includes 1118 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004280-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aeyqmu
title: Occurrence Download

description: A dataset containing 2331595 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Retrospective Analysis of Antarctic Tracking (Standardised) Data from the Scientific Committee on Antarctic Research"
 ]
}

 The dataset includes 2331595 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004274-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75mtdp
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Coordinate reprojected, Country derived from coordinates, Continent derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cinnamomum effusum (Meisn.) Kosterm."
 ]
}

 The dataset includes 202 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004281-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cc3cef
title: Occurrence Download

description: A dataset containing 7062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-97.4013 25.87394,-113.13609 30.92448,-106.2261 20.20784,-96.98503 15.61469,-92.23962 14.73084,-91.32384 17.52966,-87.91047 18.08451,-86.41192 21.53026,-97.90082 21.8397,-97.4013 25.87394))",
 "HasGeospatialIssue is false",
 "TaxonKey is Doricha eliza (R.Lesson & Delattre, 1839)"
 ]
}

 The dataset includes 7062 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004282-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14903093
title: AMPERE Summary Plot Movies (2012-Jan)

description: 2012-Jan AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.
DOI: 10.5281/zenodo.14903094
title: AMPERE Summary Plot Movies (2012-Jan)

description: 2012-Jan AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.
DOI: 10.5883/ds-scbh
title: Sofía C. Barros-Hurtado, Rodrigo Espinosa, and María C. Penuela

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.6084/m9.figshare.28454996.v1
title: Source data_ICP manuscript.xlsx

description: ICP source data
DOI: 10.5883/ds-hama2
title: Marloes Tump, Ronald Vonk, Alice K. Burridge, Kevin Beentjes, Erica Goetze, Katja T.C.A. Peijnenburg

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/ds-rhobocas
title: Maycol E. Madrid C. Rachel Collin, Kenneth S. Macdonald, Amy C. Driskell, Suzanne Fredericq, Brian Wysor and D. Wilson Freshwater

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.15468/dl.46z32u
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Geodetic datum assumed WGS84, Coordinate rounded, Coordinate reprojected, Country derived from coordinates, Continent derived from coordinates)",
 "TaxonKey is Quercus germana Schltdl. & Cham."
 ]
}

 The dataset includes 383 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004283-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5bad9
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "DatasetKey is one of (iNaturalist Research-grade Observations, India Biodiversity Portal publication grade dataset, Natural History Museum (London) Collection Specimens, CAS Herpetology (HERP), Museum of Comparative Zoology, Harvard University, NMNH Extant Specimen Records (USNM, US), Amphibian and reptile specimens at the Bombay Natural History Society museum, KUBI Herpetology Collection, University of Michigan Museum of Zoology, Division of Reptiles & Amphibians, Herpetology Collection NRM)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calliophis nigrescens (Günther, 1862)"
 ]
}

 The dataset includes 89 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004284-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5883/ds-menophra
title: Dave GRUNDY, Carlos Lopez VAAMONDE

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.15468/dl.8sgm3u
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anoplophora glabripennis (Motschulsky, 1854)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025",
 "License is CC0 1.0"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017770-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckxb95
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adelges tsugae Annand, 1924",
 "HasCoordinate is true",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025",
 "License is CC0 1.0"
 ]
}

 The dataset includes 309 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017771-250402121839773/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.30984250
title: Hierarchical Core SNP Panels for Genetic Discrimination of Red- and White-Fleshed Selenicereus Accessions

description: This dataset contains seven Variant Call Format (VCF) files representing a tiered set of diagnostic single nucleotide polymorphism (SNP) panels developed for distinguishing red-fleshed and white-fleshed accessions of Selenicereus (pitaya/dragon fruit). The panels were derived from a genome-wide SNP dataset of 45 accessions using population genetic filters (FST, allele frequency divergence, and population specificity).<br>The collection includes:<br>key_snps_10025.vcf.gz: The full set of 10,025 highly differentiated SNPs.ultra_core_10.vcf.gz: Minimal 10-SNP panel with fixed differences between groups.ultra_core_20.vcf.gz: 20-SNP panel.core_50.vcf.gz: 50-SNP panel.core_100.vcf.gz: 100-SNP panel.extended_200.vcf.gz: 200-SNP panel.extended_500.vcf.gz: 500-SNP panel.All SNPs are sorted by a composite informativeness score. These panels enable cost-effective genotyping for germplasm authentication, hybrid verification, and breeding applications in Selenicereus. The ultra-core 10-SNP panel has been experimentally validated via Sanger sequencing and shows perfect co-segregation with fruit flesh color.<br>Associated scripts for panel construction are available in the manuscript’s supplementary materials or upon request.
DOI: 10.6084/m9.figshare.30984250.v1
title: Hierarchical Core SNP Panels for Genetic Discrimination of Red- and White-Fleshed Selenicereus Accessions

description: This dataset contains seven Variant Call Format (VCF) files representing a tiered set of diagnostic single nucleotide polymorphism (SNP) panels developed for distinguishing red-fleshed and white-fleshed accessions of Selenicereus (pitaya/dragon fruit). The panels were derived from a genome-wide SNP dataset of 45 accessions using population genetic filters (FST, allele frequency divergence, and population specificity).<br>The collection includes:<br>key_snps_10025.vcf.gz: The full set of 10,025 highly differentiated SNPs.ultra_core_10.vcf.gz: Minimal 10-SNP panel with fixed differences between groups.ultra_core_20.vcf.gz: 20-SNP panel.core_50.vcf.gz: 50-SNP panel.core_100.vcf.gz: 100-SNP panel.extended_200.vcf.gz: 200-SNP panel.extended_500.vcf.gz: 500-SNP panel.All SNPs are sorted by a composite informativeness score. These panels enable cost-effective genotyping for germplasm authentication, hybrid verification, and breeding applications in Selenicereus. The ultra-core 10-SNP panel has been experimentally validated via Sanger sequencing and shows perfect co-segregation with fruit flesh color.<br>Associated scripts for panel construction are available in the manuscript’s supplementary materials or upon request.
DOI: 10.5281/zenodo.17995366
title: A Comparative Study on Depression and Burnout among  Super Shop and Grocery Shop Employees of Dhaka

description: A Comparative Study on Depression and Burnout among Super Shop and Grocery Shop Employees of Dhaka
DOI: 10.34740/kaggle/dsv/14362849
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18049380
title: A High-Resolution, Easy-to-Build Light-Sheet Microscope for Sub-Cellular Imaging.

description: This Zenodo repository contains the complete dataset and supporting materials for our manuscript describing Altair-LSFM, a high-resolution, easy-to-build, open-source light-sheet fluorescence microscope for subcellular imaging. The deposit includes raw and processed imaging data (including bead-based resolution characterization and fixed- and live-cell demonstrations), figure source panels, analysis outputs, and all associated build documentation (CAD files, optical prescriptions/simulations, parts lists, wiring diagrams, and assembly/alignment protocols). These materials are provided to enable full reproducibility of the results and to support community adoption, modification, and extension of the platform.
DOI: 10.5281/zenodo.18049379
title: A High-Resolution, Easy-to-Build Light-Sheet Microscope for Sub-Cellular Imaging.

description: This Zenodo repository contains the complete dataset and supporting materials for our manuscript describing Altair-LSFM, a high-resolution, easy-to-build, open-source light-sheet fluorescence microscope for subcellular imaging. The deposit includes raw and processed imaging data (including bead-based resolution characterization and fixed- and live-cell demonstrations), figure source panels, analysis outputs, and all associated build documentation (CAD files, optical prescriptions/simulations, parts lists, wiring diagrams, and assembly/alignment protocols). These materials are provided to enable full reproducibility of the results and to support community adoption, modification, and extension of the platform.
DOI: 10.6084/m9.figshare.30984253
title: Theoretical Model of Enhanced Soil Physical Crust Wind Erosion Characteristics by Freeze-Thaw Action

description: Physical soil crusts, acting as the "skin" of land surfaces, can effectively protect soils from wind erosion. However, seasonal freeze-thaw cycles, which are recognized as a unique climatic characteristic, exert significant influence on soil wind erodibility. Freeze-thaw processes alter the physical and mechanical properties of soil crusts, thereby markedly affecting soil erodibility. Current physically-based soil erosion models do not adequately account for both the presence of physical soil crusts and the effects of freeze-thaw cycles, lacking accurate and effective parameterization schemes. This limitation poses a major challenge for predicting wind erosion in mid- to high-latitude regions. To tackle this gap, this study integrates freeze-thaw impacts and crust mechanical properties into a wind erosion model using dimensional analysis and soil mechanics theory. Validated via multiple wind tunnel experiments, the model effectively predicts crust mechanical behavior changes and associated wind erosion rates under freeze-thaw conditions. Sensitivity analysis reveals the physical mechanism of crusted soil erosion under the coupled influence of soil moisture, crust mechanical properties, and freeze-thaw. Results show freeze-thaw’s impact on crusted soil erodibility is regulated by initial moisture, with competition between them. At low moisture, freeze-thaw is negligible, and moisture-induced interparticle cohesion dominates, reducing erosion rates with increasing moisture; at high moisture, freeze-thaw enhances erosion by decreasing crust hardness and shear strength. This study deepens understanding of cold-region soil erosion and provides a parameterization scheme for quantitative prediction, guiding soil conservation and desertification control in cold areas.
DOI: 10.6084/m9.figshare.30984253.v1
title: Theoretical Model of Enhanced Soil Physical Crust Wind Erosion Characteristics by Freeze-Thaw Action

description: Physical soil crusts, acting as the "skin" of land surfaces, can effectively protect soils from wind erosion. However, seasonal freeze-thaw cycles, which are recognized as a unique climatic characteristic, exert significant influence on soil wind erodibility. Freeze-thaw processes alter the physical and mechanical properties of soil crusts, thereby markedly affecting soil erodibility. Current physically-based soil erosion models do not adequately account for both the presence of physical soil crusts and the effects of freeze-thaw cycles, lacking accurate and effective parameterization schemes. This limitation poses a major challenge for predicting wind erosion in mid- to high-latitude regions. To tackle this gap, this study integrates freeze-thaw impacts and crust mechanical properties into a wind erosion model using dimensional analysis and soil mechanics theory. Validated via multiple wind tunnel experiments, the model effectively predicts crust mechanical behavior changes and associated wind erosion rates under freeze-thaw conditions. Sensitivity analysis reveals the physical mechanism of crusted soil erosion under the coupled influence of soil moisture, crust mechanical properties, and freeze-thaw. Results show freeze-thaw’s impact on crusted soil erodibility is regulated by initial moisture, with competition between them. At low moisture, freeze-thaw is negligible, and moisture-induced interparticle cohesion dominates, reducing erosion rates with increasing moisture; at high moisture, freeze-thaw enhances erosion by decreasing crust hardness and shear strength. This study deepens understanding of cold-region soil erosion and provides a parameterization scheme for quantitative prediction, guiding soil conservation and desertification control in cold areas.
DOI: 10.57967/hf/7418
title: slipstream-tqt
DOI: 10.15468/dl.k5bphd
title: Occurrence Download

description: A dataset containing 728163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Vanessa cardui",
 "Year 2010-2026"
 ]
}

 The dataset includes 728163 records from 2864 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070304-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98xxmj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arenaria moritziana Pax"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045393-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35b6cf
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abies magnifica A.Murray bis",
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is unknown or invalid"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is United States"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "Continent" : [
 "is North America"
 ]
 }
 }
 ]
}

 The dataset includes 89 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045288-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stvjz8
title: Occurrence Download

description: A dataset containing 2439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Lanius mackinnoni",
 "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 2439 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074413-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2zexu
title: Occurrence Download

description: A dataset containing 1428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abies balsamea (L.) Mill.",
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is unknown or invalid"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is United States"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "Continent" : [
 "is North America"
 ]
 }
 }
 ]
}

 The dataset includes 1428 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045290-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hyzg4
title: Occurrence Download

description: A dataset containing 115827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Lanius senator",
 "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 115827 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074435-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tba2rv
title: Occurrence Download

description: A dataset listing the 3479639 species recorded in GBIF matching the query:
{ }

 The dataset's 3479639 records were derived from 51172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075786-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atbhrs
title: Occurrence Download

description: A dataset containing 14606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Cameroon",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 14606 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0343485-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.moubbp
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptonycteris nivalis (Saussure, 1860)",
 "Country is Mexico",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 559 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006274-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avd2sa
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leymus sabulosus (M.Bieb.) Tzvelev"
 ]
}

 The dataset includes 41 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059742-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsnfbe
title: Occurrence Download

description: A dataset containing 847 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Pheidole megacephala (Fabricius, 1793)"
 ]
}

 The dataset includes 847 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117383-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbuvjp
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The Vascular Plant Collection at the Botanische Staatssammlung München",
 "RecordedBy is Spruce, R."
 ]
}

 The dataset includes 71 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011873-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.