cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mhl0wx
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ctenomys roigi Contreras, 1988"
 ]
}

 The dataset includes 41 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004754-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.us7hwu
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "TaxonKey is Casuarius unappendiculatus Blyth, 1860",
 "Year 2006-2022"
 ]
}

 The dataset includes 150 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019494-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gumjvl
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leopardus pardalis nelsoni (Goldman, 1925)"
 ]
}

 The dataset includes 67 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006052-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vckedy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is one of (Abrocoma boliviensis, Acerodon celebensis, Acerodon humilis, Acerodon jubatus, Acerodon leucotis, Acerodon mackloti, Acinonyx jubatus, Acinonyx jubatus venaticus, Acinonyx jubatus hecki, Acomys cahirinus)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043038-200613084148143/datasets/export for details.
DOI: 10.15468/dl.2vt2jz
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "TaxonKey is Phyciodes pallescens Felder, 1869"
 ]
}

 The dataset includes 259 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0361891-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sd1zwu
title: Occurrence Download

description: A dataset containing 927 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dalbergia nigra (Vell.) Allemão ex Benth."
 ]
}

 The dataset includes 927 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010084-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmbpaw
title: Occurrence Download

description: A dataset containing 1224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Chelonia mydas (Linnaeus, 1758)"
 ]
}

 The dataset includes 1224 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010175-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2d8tgz
title: Occurrence Download

description: A dataset containing 9290 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vaccinium parvifolium Sm."
 ]
}

 The dataset includes 9290 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196455-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6er63v
title: Occurrence Download

description: A dataset containing 655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abrocoma boliviensis Glanz & Anderson, 1990, Acerodon celebensis (Peters, 1867), Acerodon humilis K.Andersen, 1909, Acerodon jubatus (Eschscholtz, 1831), Acerodon leucotis (Sanborn, 1950), Acerodon macklotii (Temminck, 1837), Acomys cahirinus (É.Geoffroy, 1803), Acomys cahirinus (Desmarest, 1819), Acomys cineraceus Fitzinger & Heuglin, 1866, Acomys cineraseus Fitzinger & Heuglin, 1866, Acomys ignitus Dollman, 1910, Acomys kempi Dollman, 1911)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1972"
 ]
}

 The dataset includes 655 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043044-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqgstz
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.1582 29.38217,-100.00195 25.00596,-95.50195 16.73722,-83.26758 20.73146,-79.11035 25.59397,-82.2832 31.56356,-99.1582 29.38217))",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Rhincodon typus Smith, 1828",
 "TaxonKey is Orcinus orca (Linnaeus, 1758)",
 "TaxonKey is Balaenoptera musculus (Linnaeus, 1758)"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 119 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006096-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrg4un
title: Occurrence Download

description: A dataset containing 422 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhizoprionodon porosus (Poey, 1861)"
 ]
}

 The dataset includes 422 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029297-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kphfuj
title: Occurrence Download

description: A dataset containing 955 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron rubiginosum Franch."
 ]
}

 The dataset includes 955 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006052-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjjdp7
title: Occurrence Download

description: A dataset containing 12109 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventario de fauna presente en la jurisdicción de Corantioquia"
 ]
}

 The dataset includes 12109 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0338475-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aysfol
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kopsia sumatrana D.J.Middleton"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033308-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8v9wq
title: Occurrence Download

description: A dataset containing 1423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((95.93261 15.50397,150.88348 15.50397,150.88348 49.24271,95.93261 49.24271,95.93261 15.50397))",
 "HasCoordinate is true",
 "TaxonKey is Woodwardia japonica (L.fil.) Sm.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1423 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014356-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28s3fk
title: Occurrence Download

description: A dataset containing 603 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Mexico",
 {
 "or" : [
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate rounded"
 ]
 },
 "TaxonKey is Culex pipiens Linnaeus, 1758"
 ]
}

 The dataset includes 603 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010178-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htlvke
title: Occurrence Download

description: A dataset containing 2615 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saxifraga umbrosa L."
 ]
}

 The dataset includes 2615 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018634-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atvddt
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.67969 29.53523,-97.42676 22.91792,-95.40395 18.48852,-81.91406 24.52713,-82.57324 26.43123,-85.12207 30.29702,-96.67969 29.53523))",
 "TaxonKey is Chelonia mydas (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 106 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006084-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asgj9n
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liliopsida",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "Geometry MULTIPOLYGON (((14.26750 36.01138, 14.25139 36.01138, 14.23722 36.01277, 14.19694 36.02194, 14.19111 36.02444, 14.18583 36.03333, 14.18083 36.05527, 14.18111 36.06083, 14.19083 36.06638, 14.20889 36.07166, 14.22917 36.07500, 14.24583 36.07417, 14.25333 36.07305, 14.31500 36.05333, 14.32055 36.05111, 14.34111 36.03388, 14.34083 36.02972, 14.33583 36.02722, 14.27500 36.01167, 14.26750 36.01138)), ((14.51972 35.80000, 14.42389 35.81860, 14.37972 35.84444, 14.37500 35.84750, 14.36694 35.85472, 14.34722 35.87250, 14.33944 35.87971, 14.33639 35.88389, 14.33305 35.89500, 14.32500 35.97277, 14.32639 35.97888, 14.33250 35.98111, 14.36167 35.99139, 14.36833 35.99249, 14.37500 35.99083, 14.44333 35.96027, 14.51028 35.92528, 14.54833 35.89222, 14.56389 35.87778, 14.57000 35.86944, 14.56805 35.82944, 14.56583 35.82417, 14.56222 35.82027, 14.51972 35.80000)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 90 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084467-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvx56k
title: Occurrence Download

description: A dataset containing 273044 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hordeum vulgare L."
 ]
}

 The dataset includes 273044 records from 531 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179455-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avebqo
title: Occurrence Download

description: A dataset containing 1234 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chlorochrysa nitidissima P.L.Sclater, 1874"
 ]
}

 The dataset includes 1234 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004755-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czcuz3
title: Occurrence Download

description: A dataset listing the 920 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Saxifraga L."
 ]
}

 The dataset's 920 records were derived from 693 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034916-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxhuqq
title: Occurrence Download

description: A dataset containing 4260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "DatasetKey is KUBI Ornithology Collection"
 ]
}

 The dataset includes 4260 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012372-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d92bzb
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liolaemus velosoi"
 ]
}

 The dataset includes 52 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012373-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/26hj-b246
title: "LTGAT DATA"

description: "The datasets employed in this study were constructed from two primary sources: contact plan files generated using STK and simulation log files produced by DTNSim. Together, these inputs provided the foundation for building a time-varying graph, extracting ground-truth delivery outcomes, and deriving detailed node and edge features. The log files captured both successful and failed bundle deliveries under CGR, enabling the formation of datasets that accurately represented the dynamic operational behavior of the network. The feature design was carefully formulated to reflect the operational characteristics of the lunar DTN environment. Node features, defined with a dimensionality of three, encoded the categorical roles of the network entities, distinguishing between lunar relay satellites, lunar ground stations, and terrestrial DSN ground stations. Far-side lunar sensors, although included in the topology as data sources, were excluded from routing participation and thus omitted from the node feature representation. Edge features, defined with a dimensionality of four, captured the temporal and physical properties of communication links, including contact start time, end time, available transmission rate, and link capacity."
DOI: 10.15468/dl.ztfr9c
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium divaricatum",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012376-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6d75u2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium divaricatum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012377-250920141307145/datasets/export for details.
DOI: 10.15468/dl.pcxrb3
title: Occurrence Download

description: A dataset containing 1388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus echinatus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1388 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012375-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kkkea
title: Occurrence Download

description: A dataset containing 32390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Gymnogyps californianus"
 ]
}

 The dataset includes 32390 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012374-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/a392605d48242c61953185d22c7c0e74
title: GRIME AI Water Segmentation Model for the USGS Monitoring Site at East River at County Trunk HWY ZZ near Greenleaf, WI, 2023-2024

description: Ground-based observations from fixed-mount cameras have the potential to fill an important role in environmental sensing, including direct measurement of water levels and qualitative observation of ecohydrological research sites. All of this is theoretically possible for anyone who can install a trail camera. Easy acquisition of ground-based imagery has resulted in millions of environmental images stored, some of which are public data, and many of which contain information that has yet to be used for scientific purposes. The goal of this project was to develop and document key image processing and machine learning workflows, primarily related to semi-automated image labeling, to increase the use and value of existing and emerging archives of imagery that is relevant to ecohydrological processes.
 
 This data package includes imagery, annotation files, water segmentation model and model performance plots, and model test results (overlay images and masks) for USGS Monitoring Site at East River at County Trunk HWY ZZ near Greenleaf, WI. All imagery was acquired from the USGS Hydrologic Imagery Visualization and Information System (HIVIS; see https://apps.usgs.gov/hivis/camera/WI_East_River_at_HWY_ZZ_near_Greenleaf for this specific data set) and/or the National Imagery Management System (NIMS) API.
 
 Water segmentation models were created by tuning the open-source Segment Anything Model 2 (SAM2, https://github.com/facebookresearch/sam2) using images that were annotated by team members on this project. The models were trained on the "water" annotations, but annotation files may include additional labels, such as "snow", "sky", and "unknown". Image annotation was done in Computer Vision Annotation Tool (CVAT) and exported in COCO format (.json).
 
 All model training and testing was completed in GaugeCam Remote Image Manager Educational Artificial Intelligence (GRIME AI, https://gaugecam.org/) software (Version: Beta 16). Model performance plots were automatically generated during this process.
 
 This project was conducted in 2023-2025 by collaborators at the University of Nebraska-Lincoln, University of Nebraska at Kearney, and the U.S. Geological Survey.
 
 This material is based upon work supported by the U.S. Geological Survey under Grant/Cooperative Agreement No. G23AC00141-00. The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the opinions or policies of the U.S. Geological Survey. Mention of trade names or commercial products does not constitute their endorsement by the U.S. Geological Survey. We gratefully acknowledge graduate student support from Daugherty Water for Food Global Institute at the University of Nebraska.
DOI: 10.5281/zenodo.17193892
title: Supplementary Data for R13: Electron Orbitals as 4-D Rotor Projections

description: This dataset contains tabulated orbital probabilities (CSV) and figure assets (PNG, PDF) generated for the manuscript Electron Orbitals as 4-D Rotor Projections: A Geometric Basis for Hydrogenic Structure and Chemical Bonding. The data reproduce Figures 2–5 and allow regeneration of the plots.
DOI: 10.5281/zenodo.17193893
title: Supplementary Data for R13: Electron Orbitals as 4-D Rotor Projections

description: This dataset contains tabulated orbital probabilities (CSV) and figure assets (PNG, PDF) generated for the manuscript Electron Orbitals as 4-D Rotor Projections: A Geometric Basis for Hydrogenic Structure and Chemical Bonding. The data reproduce Figures 2–5 and allow regeneration of the plots.
DOI: 10.15468/dl.mndq8a
title: Occurrence Download

description: A dataset containing 36077 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Asclepias incarnata)"
 ]
}

 The dataset includes 36077 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012378-250920141307145/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.30198229
title: <b>Supporting Data for ‘Scutellarin Modulates Retinal Neovascularization via VEGF/Ang/Tie2 Pathway</b>

description: This dataset supports the publication entitled “Scutellarin bidirectionally modulates VEGF/Ang/Tie2 signaling in hypoxia-induced retinal neovascularization”.The dataset includes all data generated in this study that can be shared without affecting the publication of future results by our research group. The specific contents are as follows:Cellular functional assays, including cell proliferation, wound healing, transwell migration, and tube formation assays;Western blot analysis of protein relative expression levels; Quantitative real-time PCR (qRT-PCR) data for mRNA expression levels; Network pharmacology analysis results; Molecular docking data;All data were generated in the authors’ laboratory and directly used in the above manuscript submitted to Frontiers in Pharmacology.Contact: [ding132022@163.com] for further information.
DOI: 10.6084/m9.figshare.30198229.v1
title: <b>Supporting Data for ‘Scutellarin Modulates Retinal Neovascularization via VEGF/Ang/Tie2 Pathway</b>

description: This dataset supports the publication entitled “Scutellarin bidirectionally modulates VEGF/Ang/Tie2 signaling in hypoxia-induced retinal neovascularization”.The dataset includes all data generated in this study that can be shared without affecting the publication of future results by our research group. The specific contents are as follows:Cellular functional assays, including cell proliferation, wound healing, transwell migration, and tube formation assays;Western blot analysis of protein relative expression levels; Quantitative real-time PCR (qRT-PCR) data for mRNA expression levels; Network pharmacology analysis results; Molecular docking data;All data were generated in the authors’ laboratory and directly used in the above manuscript submitted to Frontiers in Pharmacology.Contact: [ding132022@163.com] for further information.