cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gxym5p
title: Occurrence Download

description: A dataset containing 691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "DatasetKey is Royal Ontario Museum - Ornithology"
 ]
}

 The dataset includes 691 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012343-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5883/ds-zfphy
title: Joao Tadeu Fontes, Kenza Mokhtar-Jamai, Zakariya Nchioua, Jean-Dominique Durand, Monica Landi, Joao Meira, Luis Machado, Ayoub Baali, Ignacio Sobrino, Ica Barri, Emmanuel Kouame, Beatrice Abouo Adepo-Gourene, Mamadou Diop, Nene Galle Kide, Austin Saye Wehye, Zacharie Sohou, Miguel Carneiro, Rogelia Martins, Pedro Soares, Filipe Oliveira Costa

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: 10.13012/b2idb-3217966_v1
title: Data for Variability in Structural Carbohydrates, Lipid Composition, and Cellulosic Sugar Production from Industrial Hemp Varieties

description: The aim of this study was to determine carbohydrate recovery from hemp for ethanol production and quantify biodiesel from TAG (triacylglycerol) present in hemp. The structural composition of five different hemp varieties (Seward County-SC, York County-YC, Loup County-LC, 19 m96136-19 m, and CBD Hemp-CBD) were analyzed. Concentration of glucan and xylan ranged between 32.63 to 44.52% and 10.62 to 15.48% respectively. The biomass was then pretreated with Liquid hot water followed by disk milling and then hydrolyzed enzymatically to yield monomeric sugars. High glucose (63-85%) and xylose (73-88%) recovery was achieved. Lipids were extracted from hemp using hexane and isopropanol and then transesterified to produce biodiesel. Approximately, 50% of total fatty acids in SC, LC, and CBD hemp were linoleic acid. Palmitic acid was present between 32 to 50% in varieties YC and 19 m. Highest TAG concentration at 25% of total lipids was observed in CBD hemp. The analysis on lipid composition and high sugar recovery demonstrates hemp as a potential bioenergy crop for ethanol and biodiesel coproduction.
DOI: 10.15468/dl.7tgw5s
title: Occurrence Download

description: A dataset containing 722065 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ambystoma jeffersonianum, Ambystoma texanum, Desmognathus fuscus, Desmognathus ochrophaeus, Athene cunicularia, Centronyx henslowii, Charadrius melodus, Falco peregrinus, Falco rusticolus, Lanius ludovicianus, Melanerpes erythrocephalus, Parkesia motacilla, Rallus elegans, Setophaga kirtlandii, Strix nebulosa, Surnia ulula, Tyto alba, Gulo gulo, Myotis leibii, Myotis lucifugus, Myotis septentrionalis, Perimyotis subflavus, Apalone spinifera, Clemmys guttata, Coluber constrictor, Glyptemys insculpta, Graptemys geographica, Heterodon platirhinos, Pantherophis spiloides, Pantherophis vulpinus, Plestiodon fasciatus, Regina septemvittata, Sistrurus catenatus, Sternotherus odoratus, Thamnophis butleri)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON ((-84.76571 41.22334, -58.93394 41.22334, -58.93394 49.85477, -84.76571 49.85477, -84.76571 41.22334))"
 ]
}

 The dataset includes 722065 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012276-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/a1955ca4e90fd348d2dfac471ed7316f
title: GRIME AI Water Segmentation Model for the USGS Monitoring Site Beggars Bridge Creek Near Dawley Corners, VA, 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 Beggars Bridge Creek Near Dawley Corners, VA, 2023-2024. All imagery was acquired from the USGS Hydrologic Imagery Visualization and Information System (HIVIS; see https://apps.usgs.gov/hivis/camera/VA_Beggars_Cr_nr_Dawley_Corners_RSIE 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.ceyebk
title: Occurrence Download

description: A dataset containing 15800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Waarnemingen.be - Non-native plant occurrences in Flanders and the Brussels Capital Region, Belgium",
 "Geometry POLYGON((5.43142 50.9396,5.58338 50.9396,5.58338 51.02389,5.43142 51.02389,5.43142 50.9396))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15800 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012344-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rqjqp
title: Occurrence Download

description: A dataset containing 5860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bischofia javanica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5860 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012347-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2rju6
title: Occurrence Download

description: A dataset containing 339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is Herbario de la Universidad de Granada: Colección GDAC-Pteridophyta",
 "Year 1700-2025"
 ]
}

 The dataset includes 339 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012346-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4x2zdg
title: Occurrence Download

description: A dataset containing 3239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is Herbario de la Universidad de Granada: Colección GDAC-Bryophyta",
 "Year 1000-2025"
 ]
}

 The dataset includes 3239 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012349-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pggnw2
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-2.37555 42.66029,-2.35512 42.66029,-2.35512 42.67367,-2.37555 42.67367,-2.37555 42.66029))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2000-2025"
 ]
}

 The dataset includes 76 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012350-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztu3yv
title: Occurrence Download

description: A dataset containing 20643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Philodendron"
 ]
}

 The dataset includes 20643 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012345-250920141307145/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.30190087
title: Article related data.zip

description: The original gene lists, Mendelian randomization results, pathway enrichment results, supplementary figures and tables, and the analysis code generated during this study have been deposited in the Figshare repository
DOI: 10.6084/m9.figshare.30190087.v1
title: Article related data.zip

description: The original gene lists, Mendelian randomization results, pathway enrichment results, supplementary figures and tables, and the analysis code generated during this study have been deposited in the Figshare repository
DOI: 10.6084/m9.figshare.30190087.v2
title: Article related data.zip

description: The original gene lists, Mendelian randomization results, pathway enrichment results, supplementary figures and tables, and the analysis code generated during this study have been deposited in the Figshare repository
DOI: 10.15468/dl.qvuaau
title: Occurrence Download

description: A dataset containing 1114871 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phragmites australis (Cav.) Trin. ex Steud."
 ]
}

 The dataset includes 1114871 records from 2692 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009447-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26szbz
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Angelica indica Pimenov & Kljuykov"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007963-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgd4eg
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex elongata L.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 357 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000725-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xcsxxl
title: Occurrence Download

description: A dataset containing 331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capito dayi Cherrie, 1916",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 331 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009920-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzmx86
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ampelocissus helferi (M.A.Lawson) Planch."
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008015-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6e7cw
title: Occurrence Download

description: A dataset containing 3303 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvinia ×molesta D.S.Mitch."
 ]
}

 The dataset includes 3303 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006315-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9sygqj
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psammobates tentorius trimeni (Boulenger, 1886)"
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290354-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttdgrn
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora edmundoi Sacco",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 218 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009920-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f958td
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristogeitonia magnistipula Radcl.-Sm."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012710-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o4hsno
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arion ater (Linnaeus, 1758)",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 295 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009921-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vptq5j
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ampelocissus changensis Craib"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007951-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nk9p6r
title: Occurrence Download

description: A dataset containing 5518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-84.08492 36.27319,-84.33584 36.13755,-84.39416 35.26,-83.94114 34.56827,-82.98899 34.59675,-81.13488 34.61303,-80.89345 35.50414,-81.09962 36.42781,-84.08492 36.27319))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bryophyta",
 "Year 1980-2021"
 ]
}

 The dataset includes 5518 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273393-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6fc2h
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Misgurnus anguillicaudatus (Cantor, 1842), Misgurnus aguillicadatus (Cantor, 1842), Poecilia reticulata Peters, 1859, Poecilia reticulatus Peters, 1859, Poecilia reticulate Peters, 1859, Pocilia reticulata Peters, 1859, Puntius binotatus (Valenciennes, 1842), Puntius bizonatus Vishwanath & Laisram, 2004, Putius binotatus (Valenciennes, 1842), Puntius sealei (Herre, 1933), Puntius umalii Wood, 1968, Puntius beasleyi (Fowler, 1937), Xiphophorus maculatus (Günther, 1866), Xiphophorus bimaculatus Heckel, 1848)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is Palau",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273398-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucnykp
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Centronycteris centralis Thomas, 1912"
 ]
}

 The dataset includes 10 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009920-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rrwvu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ampelocissus edulis (De Wild.) Gilg & M.Brandt"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007986-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6u9brs
title: Occurrence Download

description: A dataset containing 15895762 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 {
 "or" : [
 "Country is South Africa",
 "Country is Lesotho"
 ]
 },
 "DatasetKey is Southern African Bird Atlas Project 2",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15895762 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273381-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp7eyj
title: Occurrence Download

description: A dataset containing 5357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhododendron ponticum L.",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-17.06 49.53,-17.06 54.90,-3.28 54.90,-3.28 49.53,-17.06 49.53))"
 ]
}

 The dataset includes 5357 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009921-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bb6ind
title: Occurrence Download

description: A dataset containing 8930 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zalophus californianus (Lesson, 1828)"
 ]
}

 The dataset includes 8930 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009921-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9gb55
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalaria emirnensis Benth."
 ]
}

 The dataset includes 40 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011530-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.maeaz8
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cercopagis pengoi (Ostroumov, 1891)"
 ]
}

 The dataset includes 140 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279076-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpo10k
title: Occurrence Download

description: A dataset containing 5317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Esox lucius Linnaeus, 1758",
 "HasCoordinate is TRUE",
 "Country is Norway"
 ]
}

 The dataset includes 5317 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009014-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85gpye
title: Occurrence Download

description: A dataset containing 21419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.32_1",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 21419 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008021-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2r4tc
title: Occurrence Download

description: A dataset containing 316192 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cytisus scoparius (L.) Link"
 ]
}

 The dataset includes 316192 records from 813 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288339-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.