cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z6f2s3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odonata",
 "Geometry MULTIPOLYGON (((-4.845398 58.1777, -4.845777 58.17774, -4.845849 58.17751, -4.84554 58.17713, -4.845406 58.17689, -4.845716 58.17682, -4.846229 58.17673, -4.847015 58.17679, -4.847511 58.17685, -4.847831 58.17707, -4.848214 58.17724, -4.848472 58.17736, -4.848644 58.1774, -4.849269 58.17741, -4.849315 58.17708, -4.84921 58.17697, -4.847829 58.17667, -4.847529 58.17595, -4.847639 58.17566, -4.84759 58.17557, -4.847517 58.1755, -4.847283 58.17544, -4.846991 58.1755, -4.847135 58.17587, -4.847254 58.17615, -4.84706 58.17629, -4.846366 58.17595, -4.846041 58.17589, -4.845218 58.17598, -4.844168 58.17535, -4.843848 58.17513, -4.843665 58.1748, -4.84359 58.17463, -4.844021 58.17456, -4.844806 58.17453, -4.845324 58.17466, -4.846008 58.17495, -4.846916 58.17495, -4.847219 58.17465, -4.847041 58.17432, -4.845911 58.17419, -4.845799 58.17385, -4.845393 58.17385, -4.844454 58.17392, -4.842041 58.17394, -4.841049 58.17442, -4.840826 58.17481, -4.839852 58.17474, -4.839298 58.17433, -4.839145 58.17408, -4.838735 58.17395, -4.838113 58.17405, -4.837594 58.17437, -4.837791 58.17472, -4.838105 58.17486, -4.838659 58.17496, -4.839605 58.17544, -4.839481 58.17624, -4.839081 58.17646, -4.839245 58.17662, -4.839675 58.17677, -4.842647 58.17743, -4.843349 58.17765, -4.844528 58.17778, -4.844819 58.17794, -4.845416 58.17806, -4.845812 58.17795, -4.845398 58.1777)))",
 "Year is 2014"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053403-251120083545085/datasets/export for details.
DOI: 10.25921/0t5x-n461
title: Dissolved inorganic carbon, pH, alkalinity, temperature, salinity and other variables collected from discrete sample and profile observations using Alkalinity titrator, CTD and other instruments from NOAA Ship GORDON GUNTER in the North Atlantic Ocean and Stellwagen Bank National Marine Sanctuary from 2013-06-09 to 2013-11-25 (NCEI Accession 0144340)

description: This dataset includes discrete sample and profile data collected from NOAA Ship GORDON GUNTER in the North Atlantic Ocean and Stellwagen Bank National Marine Sanctuary from 2013-06-09 to 2013-11-25. These data include AMMONIUM (NH4), DISSOLVED INORGANIC CARBON (DIC), DISSOLVED OXYGEN, HYDROSTATIC PRESSURE, SALINITY, TOTAL ALKALINITY (TA), WATER TEMPERATURE, nitrate + nitrite content (concentration), pH, phosphate and silicate. The instruments used to collect these data include Alkalinity titrator, CTD, Coulometer for DIC measurement, bottle and spectrophotometer.

These data were collected by Rik Wanninkhof of NOAA Atlantic Oceanographic and Meteorological Laboratory (AOML) as part of the Gordon_Gunter_Coastal_Cruises_2013 dataset. CDIAC associated the following cruise ID(s) with this dataset: GU1302 and GU1305

The Global Coastal Carbon Data Project data includes the bottle (discrete) and surface (underway) carbon-related measurements from coastal research cruises, the data from time series cruises and coastal moorings. The coastal regions data are very important for the understanding of carbon cycle on the continental margins.
DOI: 10.15468/dl.jaa9k5
title: Occurrence Download

description: A dataset containing 2336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Sisymbrium loeselii"
 ]
}

 The dataset includes 2336 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053402-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxr86w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odonata",
 "Geometry MULTIPOLYGON (((-4.874171 58.16876, -4.873489 58.16841, -4.874098 58.1683, -4.874122 58.168, -4.874886 58.16816, -4.875603 58.16804, -4.876132 58.16769, -4.876346 58.1675, -4.87613 58.16723, -4.875008 58.16698, -4.87426 58.16671, -4.873679 58.16656, -4.872548 58.16695, -4.87152 58.16711, -4.869635 58.16687, -4.868823 58.16716, -4.868154 58.16743, -4.866372 58.1677, -4.865349 58.16794, -4.864589 58.16841, -4.863506 58.1688, -4.863143 58.16896, -4.862627 58.16947, -4.862355 58.16985, -4.861388 58.16987, -4.861796 58.17069, -4.862098 58.17099, -4.861293 58.17077, -4.860829 58.17056, -4.860003 58.17039, -4.859718 58.17015, -4.859184 58.16998, -4.858508 58.17001, -4.857544 58.16977, -4.85597 58.16963, -4.855555 58.16959, -4.854652 58.1692, -4.854009 58.16933, -4.852247 58.16995, -4.852211 58.17024, -4.85261 58.17055, -4.85351 58.17074, -4.854333 58.17103, -4.854711 58.17122, -4.854632 58.17144, -4.854306 58.1716, -4.853399 58.17162, -4.85285 58.17187, -4.852425 58.17216, -4.852068 58.17254, -4.852365 58.17277, -4.853201 58.17308, -4.853849 58.17331, -4.854483 58.17351, -4.855203 58.17358, -4.855911 58.17456, -4.855433 58.17463, -4.854801 58.17446, -4.853529 58.17445, -4.852334 58.17465, -4.851971 58.17496, -4.852332 58.17539, -4.853369 58.17532, -4.854448 58.17534, -4.855046 58.17554, -4.85578 58.17549, -4.856102 58.17528, -4.856489 58.17497, -4.856581 58.17475, -4.857022 58.17436, -4.857296 58.17415, -4.857792 58.17385, -4.858451 58.17375, -4.859276 58.17362, -4.860254 58.17343, -4.860907 58.17327, -4.861538 58.17284, -4.862111 58.17247, -4.862828 58.17265, -4.863252 58.1728, -4.863687 58.17308, -4.864292 58.17324, -4.864865 58.17298, -4.865314 58.17268, -4.865522 58.17227, -4.865224 58.17202, -4.865509 58.17179, -4.866058 58.17185, -4.866396 58.17183, -4.866406 58.17166, -4.866232 58.17145, -4.867238 58.17124, -4.8683 58.17104, -4.868843 58.17116, -4.869185 58.17135, -4.870794 58.17163, -4.871799 58.17148, -4.871876 58.17123, -4.872106 58.17093, -4.872502 58.17074, -4.872607 58.17053, -4.872713 58.1702, -4.872629 58.17006, -4.873138 58.16992, -4.875116 58.16951, -4.874171 58.16876)))",
 "Year is 2014"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053404-251120083545085/datasets/export for details.
DOI: 10.7289/v5dv1gxq
title: A vulnerability assessment of fish and invertebrates to climate change on the northeast US Continental Shelf (NCEI Accession 0154384)

description: The data represent two outputs from the Northeast Fisheries Climate Vulnerability assessment. The first are the biological sensitivity and climate exposure scores for each of the 82 species. The second are the estimated effect of climate change on each of the 82 species. Climate change and decadal variability are impacting marine fish and invertebrate species worldwide and these impacts will continue for the foreseeable future. Quantitative approaches have been developed to examine climate impacts on productivity, abundance, and distribution of various marine fish and invertebrate species. However, it is difficult to apply these approaches to large numbers of species owing to the lack of mechanistic understanding sufficient for quantitative analyses, as well as the lack of scientific infrastructure to support these more detailed studies. Vulnerability assessments provide a framework for evaluating climate impacts over a broad range of species with existing information. These methods combine the exposure of a species to a stressor (climate change and decadal variability) and the sensitivity of species to the stressor. These two components are then combined to estimate an overall vulnerability. Quantitative data are used when available, but qualitative information and expert opinion are used when quantitative data is lacking.
DOI: 10.7289/v55b00j8
title: Dissolved inorganic carbon, total alkalinity, pH, nutrients, and other variables collected from profile and discrete observations using Niskin bottle and other instruments from NOAA Ship Gordon Gunter on the northeastern U.S. continental shelf, Gulf of Maine, coastal waters of Canada, Greenland and Iceland from 2015-10-13 to 2015-10-24 (NCEI Accession 0157023)

description: This dataset contains profile discrete measurements of dissolved inorganic carbon, total alkalinity, pH, dissolved oxygen, and nutrients in the North Atlantic Ocean. Increasing amounts of atmospheric carbon dioxide from human industrial activities are causing changes in global ocean carbon chemistry. Through the SOOP program we measure air and ocean surface pCO2 and take discrete samples of other carbon parameters. This effort is in support of the coastal monitoring and research objectives of the NOAA Ocean Acidification Program (OAP).
DOI: 10.7289/v51j97t0
title: Dissolved inorganic carbon, total alkalinity, nutrients, and other variables collected from profile and discrete observations using Niskin bottle and other instruments from NOAA Ship Henry B. Bigelow in Gulf of Maine, Georges Bank, and Mid-Atlantic Bight from 2015-05-20 to 2015-06-02 (NCEI Accession 0157024)

description: This dataset contains profile discrete measurements of dissolved inorganic carbon, total alkalinity, nutrients, and chlorophyll a in Mid-Atlantic Bight and Gulf of Maine. Increasing amounts of atmospheric carbon dioxide from human industrial activities are causing changes in global ocean carbon chemistry. Through the SOOP program we measure air and ocean surface pCO2 and take discrete samples of other carbon parameters. This effort is in support of the coastal monitoring and research objectives of the NOAA Ocean Acidification Program (OAP).
DOI: 10.5281/zenodo.17522540
title: INSP-MOT
title: Inspection Multi Object Tracking Dataset

description: Normal hard split at 5, 10 , 15, 20, 25 and 30 FPS.
DOI: 10.5281/zenodo.17522539
title: INSP-MOT
title: Inspection Multi Object Tracking Dataset

description: Normal hard split at 5, 10 , 15, 20, 25 and 30 FPS.
DOI: 10.5281/zenodo.17938434
title: In Vitro experiment to create a ground-truth signal for the publication: Causal Responsibility Based Explainable AI for Vibrational Spectroscopy Applied to Cancer Diagnostics

description: This dataset contains 16107 Raman spectra from an experiment in which various lab materials (deatils below) were added in vitro, and their spectra obtained. The data is available in raw wdf format (x_y_map_truncated), and as a numpy array (InVitro_spectra.npy), alongside the interpolated common wavenumber axis (InVitro_common_wn_axis.npy).There are four lab treatments (InVitro_labels.npy or x in the raw files):

1.) di–C8 phosphatidylcholine, Phenylalanine, Lactate

2.) di–C8 phosphatidylcholine, Phenylalanine, Lactate, Collagen, Mucin

3.) di–C8 phosphatidylcholine, Phenylalanine, Lactate, DNA

4.) di–C8 phosphatidylcholine, Phenylalanine, Lactate, Collagen, Mucin, DNA

Each treatment has 4 technical replicates (InVitro_replicates.npy oy y in the raw files)

Also available is the white light image of each associated deposited droplet as a jpeg file.

More details will be available in the associated manuscript when it is published
DOI: 10.5281/zenodo.17938435
title: In Vitro experiment to create a ground-truth signal for the publication: Causal Responsibility Based Explainable AI for Vibrational Spectroscopy Applied to Cancer Diagnostics

description: This dataset contains 16107 Raman spectra from an experiment in which various lab materials (deatils below) were added in vitro, and their spectra obtained. The data is available in raw wdf format (x_y_map_truncated), and as a numpy array (InVitro_spectra.npy), alongside the interpolated common wavenumber axis (InVitro_common_wn_axis.npy).There are four lab treatments (InVitro_labels.npy or x in the raw files):

1.) di–C8 phosphatidylcholine, Phenylalanine, Lactate

2.) di–C8 phosphatidylcholine, Phenylalanine, Lactate, Collagen, Mucin

3.) di–C8 phosphatidylcholine, Phenylalanine, Lactate, DNA

4.) di–C8 phosphatidylcholine, Phenylalanine, Lactate, Collagen, Mucin, DNA

Each treatment has 4 technical replicates (InVitro_replicates.npy oy y in the raw files)

Also available is the white light image of each associated deposited droplet as a jpeg file.

More details will be available in the associated manuscript when it is published
DOI: 10.15468/dl.uc6zmq
title: Occurrence Download

description: A dataset containing 1493 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spalgis epius"
 ]
}

 The dataset includes 1493 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053405-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60751/z1w9-t249
title: Maritimer Datensatz zur Kollisionsverhütung - Deutsche Bucht, niederländische Gewässer und Ärmelkanal
title: Maritime Collision Avoidance Dataset - German Bight, Dutch waters and English Channel
title: maritime_collision_avoidance_dataset_de_gb_nl

description: Dieser Objekterkennungsdatensatz soll die Entwicklung KI-basierter Anwendungen unterstützen. Zu diesem Zweck werden Bilddaten bereitgestellt, die auf verschiedenen Schiffen in der Ostsee, der Deutschen Bucht, niederländischen Gewässern und dem Ärmelkanal mit RGB- und Infrarotkameras aufgenommen wurden. Der Datensatz unterscheidet zwischen fünf Objektklassen, die sich an den COLREGs orientieren. DOI: https://doi.bsh.de/10.60751/z1w9-t249
description: This object detection dataset is intended to support the development of AI-based applications. For this purpose, image data is provided that was captured on various ships in the Baltic Sea, the German Bight, Dutch waters and the English Channel using RGB and infrared cameras. The dataset distinguishes between five object classes based on COLREG.  DOI: https://doi.bsh.de/10.60751/z1w9-t249
DOI: 10.17605/osf.io/9jtwd
title: Co-Creative Curriculum Development via Real-World Laboratory: A Mixed-Methods Assessment to Inform Planetary Health Education in Midwifery

description: The overarching aim of the research project is to integrate Planetary Health Education (PHE) and Planetary Health Literacy (PHL) into midwifery curricula following the co-creative real-world laboratory approach.
DOI: 10.15468/dl.tvah4e
title: Occurrence Download

description: A dataset containing 182494 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambrosia artemisiifolia"
 ]
}

 The dataset includes 182494 records from 1556 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053363-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kregeh
title: Occurrence Download

description: A dataset containing 681197 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Picus viridis Linnaeus, 1758"
 ]
}

 The dataset includes 681197 records from 716 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006195-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r2qez
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "DecimalLatitude is greater than or equal to 35.115823966623",
 "DecimalLatitude is less than or equal to 35.1305844312538",
 "DecimalLongitude is greater than or equal to 86.7427066401191",
 "DecimalLongitude is less than or equal to 86.7606725000867",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203252-230224095556074/datasets/export for details.
DOI: 10.15468/dl.xz7fr8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microchilus queremalensis Ormerod"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177051-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xz7v8k
title: Occurrence Download

description: A dataset containing 104310 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turdus grayi Bonaparte, 1838"
 ]
}

 The dataset includes 104310 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094531-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5erqu
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.71307 51.03189,3.71344 51.03088,3.71736 51.02934,3.71898 51.0282,3.72105 51.03265,3.71556 51.03435,3.71307 51.03189))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1981-2020"
 ]
}

 The dataset includes 195 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056562-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npk3ea
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((17.05439 52.58388,19.01098 52.58388,19.01098 53.56800,17.05439 53.56800,17.05439 52.58388))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Astragalus glycyphyllos L.",
 "Year 2017-2023"
 ]
}

 The dataset includes 32 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203364-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9ycjs
title: Occurrence Download

description: A dataset containing 2106513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 2106513 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094534-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c393sx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is American Asteraceae-feeding Astrotischeria species with a highly modified, three-lobed valva in the male genitalia (Lepidoptera, Tischeriidae)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203395-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgtvpi
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Inga subnuda Salzm. ex Benth.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 275 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094538-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckbxaf
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vampyrum spectrum (Linnaeus, 1758)"
 ]
}

 The dataset includes 268 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094543-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2smz2
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muhlenbergia glabrifloris Scribn."
 ]
}

 The dataset includes 160 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177053-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kx2qua
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miconia vargasii Wurdack"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177052-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzg8x6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Berea College, Ralph L. Thompson Herbarium"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203410-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0vf1wx
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brosimum utile subsp. occidentale C.C.Berg",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 99 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094545-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyne5t
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophiocaryon barnebyanum Aymard & Daly"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177054-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmaqh4
title: Occurrence Download

description: A dataset containing 2037598 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassulaceae"
 ]
}

 The dataset includes 2037598 records from 3824 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176719-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5h7ab
title: Occurrence Download

description: A dataset containing 136550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Equidae"
 ]
}

 The dataset includes 136550 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122030-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.