cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.0fpyh6
title: Occurrence Download

description: A dataset containing 754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ameiva ameiva (Linnaeus, 1758)",
 "Country is Peru"
 ]
}

 The dataset includes 754 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004209-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rav25
title: Occurrence Download

description: A dataset containing 47908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((180 -44.3,173 -44.3,173 -47.5,170 -47.5,157 -47.5,157 -45.9,150 -45.9,150 -47.5,143 -47.5,143 -45.8,140 -45.8,140 -44.5,137 -44.5,137 -43,135 -43,135 -41.7,131 -41.7,131 -40.1,115 -40.1,92 -40.1,92 -41.4,78 -41.4,78 -42.3,69 -42.3,69 -43.3,47 -43.3,47 -41.7,30 -41.7,12 -41.7,12 -40.3,10 -40.3,10 -38.3,-5 -38.3,-5 -38.9,-9 -38.9,-9 -40.2,-13 -40.2,-13 -41.4,-21 -41.4,-21 -42.5,-39 -42.5,-39 -40.7,-49 -40.7,-49 -48.6,-54 -48.6,-54 -55.7,-62.7972582608082 -55.7,-64 -55.7,-64 -57.8,-71 -57.8,-71 -58.9,-80 -58.9,-80 -40,-125 -40,-167 -40,-167 -42.6,-171 -42.6,-171 -44.3,-180 -44.3,-180 -90, 0 -90,180 -90,180 -44.3))",
 {
 "and" : [
 "BasisOfRecord is one of (Machine Observation)",
 "TaxonKey is one of (Megaptera novaeangliae (Borowski, 1781))"
 ]
 }
 ]
}

 The dataset includes 47908 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032724-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u1kpuu
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophornis brachylophus R.T.Moore, 1949",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004209-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7etd5
title: Occurrence Download

description: A dataset containing 8255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is CR",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 8255 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040440-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usbd5e
title: Occurrence Download

description: A dataset containing 517 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum coagulans Forssk."
 ]
}

 The dataset includes 517 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004209-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10636511
title: Short-term traffic flow prediction based on secondary hybrid decomposition and deep echo state networks

description: The publication titled "Short-term traffic flow prediction based on secondary hybrid decomposition and deep echo state networks" is supported by the STRIDE K3 project. The dataset used in the publication is uploaded here.
DOI: 10.5281/zenodo.10636512
title: Short-term traffic flow prediction based on secondary hybrid decomposition and deep echo state networks

description: The publication titled "Short-term traffic flow prediction based on secondary hybrid decomposition and deep echo state networks" is supported by the STRIDE K3 project. The dataset used in the publication is uploaded here.
DOI: 10.15468/dl.2368zp
title: Occurrence Download

description: A dataset containing 1503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Peces de la cuenca alta y media del río Bita, Vichada (Colombia)"
 ]
}

 The dataset includes 1503 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040489-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r49xvf
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemiboea magnibracteata Y.G.Wei & H.Q.Wen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004209-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2x8fc
title: Occurrence Download

description: A dataset containing 107997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelonia mydas (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -85",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 107997 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049431-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mehzih
title: Occurrence Download

description: A dataset containing 26402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Hippocampus Rafinesque, 1810",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26402 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004209-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6apyv
title: Occurrence Download

description: A dataset containing 6288 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coptidium lapponicum (L.) Á.Löve & D.Löve"
 ]
}

 The dataset includes 6288 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145143-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdc7tw
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis alvarezdeltoroi Nieto Montes De Oca, 1996"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004209-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqu6r7
title: Occurrence Download

description: A dataset containing 1621 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 1621 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032725-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvbnwc
title: Occurrence Download

description: A dataset containing 2294396 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psittacidae"
 ]
}

 The dataset includes 2294396 records from 306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004210-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdx9dd
title: Occurrence Download

description: A dataset containing 21817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((35.924964333333335 65.07073733333334, 35.924964333333335 82.15736799999999, 1.8796086666666671 82.15736799999999, 1.8796086666666671 65.07073733333334, 35.924964333333335 65.07073733333334))",
 "EventDate is 2019-03-01,2019-03-31"
 ]
}

 The dataset includes 21817 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026693-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhcfrc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dracula adrianae Luer"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004210-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xg5665
title: Occurrence Download

description: A dataset containing 308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Caracterización de fauna para la formulación y actualización de Planes de Manejo Ambiental en la jurisdicción de Corpoguavio"
 ]
}

 The dataset includes 308 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040463-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufwhuh
title: Occurrence Download

description: A dataset containing 1135 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thalassoma lutescens (Lay & Bennett, 1839)"
 ]
}

 The dataset includes 1135 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004210-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ak7eby
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Porthidium yucatanicum (Smith, 1941)"
 ]
}

 The dataset includes 258 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032741-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.easkna
title: Occurrence Download

description: A dataset containing 1072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine californica (Nutt.) Greene",
 "HasCoordinate is true",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 1072 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004210-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhqyvp
title: Occurrence Download

description: A dataset containing 3884060 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia",
 "Year 2000-2023"
 ]
}

 The dataset includes 3884060 records from 1724 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040488-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjbgpf
title: Occurrence Download

description: A dataset containing 106451 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Archaea"
 ]
}

 The dataset includes 106451 records from 265 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006050-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3v3eqq
title: Occurrence Download

description: A dataset containing 3093 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Establecimiento de un área protegida en el Alto y Bajo Calima, área clave de biodiversidad en el Valle del Cauca, Colombia"
 ]
}

 The dataset includes 3093 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150610-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmta9w
title: Occurrence Download

description: A dataset containing 695 species occurrences available in GBIF matching the query:
{
 "CollectionCode" : [
 "is BC-Ruiz & Pavón"
 ]
}

 The dataset includes 695 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006081-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yne0gl
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Year 2010-2010",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Contopus cooperi (Nuttall, 1831)"
 ]
}

 The dataset includes 61 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003715-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7o5tto
title: Occurrence Download

description: A dataset listing the 10948199 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chromista"
 ]
}

 The dataset's 10948199 records were derived from 7161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006050-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bc7tq
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 {
 "or" : [
 "Geometry POLYGON((253.14191 14.11372,284.14283 14.11372,284.14283 26.52689,253.14191 26.52689,253.14191 14.11372))",
 "Geometry POLYGON((-99.05162 26.1271,-99.81163 21.7906,-97.41289 18.23983,-94.35842 17.90942,-87.84854 18.17836,-87.40707 18.33483,-86.95438 18.55777,-85.27514 20.5422,-87.1033 22.21357,-88.44446 23.91237,-99.05162 26.1271))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pomacanthus arcuatus",
 "Year 2000-2025"
 ]
}

 The dataset includes 316 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012351-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5f6jd
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tulipa iliensis"
 ]
}

 The dataset includes 54 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012353-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9ncxs
title: Occurrence Download

description: A dataset containing 4713 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sicista betulina"
 ]
}

 The dataset includes 4713 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012352-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvpa98
title: Occurrence Download

description: A dataset containing 27330 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 curassavica)"
 ]
}

 The dataset includes 27330 records from 490 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012354-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rntgm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Argentina",
 "DatasetKey is one of (Taxon occurrence data for the FungalRoot database, iNaturalist Research-grade Observations)",
 "GadmGid is ARG.6_1",
 "Geometry POLYGON((-64.53114 -30.88894,-64.50167 -30.88894,-64.50167 -30.86985,-64.53114 -30.86985,-64.53114 -30.88894))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trithrinax campestris",
 "Year 2023-2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012355-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6mazy
title: Occurrence Download

description: A dataset containing 46792 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heliangelus exortis"
 ]
}

 The dataset includes 46792 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012356-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13160141
title: Escala de ansiedad de Hamilton
DOI: 10.6073/pasta/c2fd2726db4b592b80a6443e13b1561a
title: GRIME AI Water Segmentation Model for the USGS Monitoring Site Chippewa River at Grand Ave at Eau Claire, 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 the USGS Monitoring Site Chippewa River at Grand Ave at Eau Claire, WI, 2023-2024. All imagery was acquired from the USGS Hydrologic Imagery Visualization and Information System (HIVIS; see https://apps.usgs.gov/hivis/camera/WI_Chippewa_River_at_Grand_Ave_at_Eau_Claire 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: 10.15468/dl.zsdjtp
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012361-250920141307145/datasets/export for details.
DOI: 10.15468/dl.xb99z3
title: Occurrence Download

description: A dataset containing 2781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 2781 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012357-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgxce8
title: Occurrence Download

description: A dataset containing 1540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus cuneifolius",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1540 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012359-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6pcxfa
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium divaricatum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012362-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.