cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/f0e31bcad41f9164f94110dc3f63618a
title: American Goshawk habitat data from nest stands and random points within the Minidoka Ranger District, Sawtooth National Forest, USA

description: This data supported analysis of American Goshawk (Astur atricapillus) nest stand habitat and was collected within the Minidoka Ranger District of the Sawtooth National Forest in southern Idaho and northern Utah from 2017-2020. The central goal of this research was to develop management tools that demonstrate the utility of conducting analyses at multiple spatial scales as well as using both parametric and machine learning approaches. The stand-level dataset includes variables collected by hand in the field at nest stands and paired random forested sites 300 meters away. It also includes some terrain variables based on remote sensing data. Variables included in the stand-level data table include nest, distance to edge, distance to road, distance to water, division, dominant tree species, canopy closure, Stand Density Index (SDI), Trees per hectare, elevation, slope, Topographic Position Index (TPI), northness, eastness, Diameter at Breast Height (DBH), DBH variance, tree height, tree height variance, and crown depth. We recommend that the stand-level data be used to identify relevant variables and their thresholds for forest managers due to its high resolution. The forest-wide dataset includes only variables collected using various remote sensing datasets at nests and random forested points throghout the Minidoka Ranger District of the Sawtooth National Forest. Variables included in the forest-wide data table include nest, canopy closure, elevation, slope, TPI, northness, eastness, distance to road, distance to water, distance to edge, tree height, and crown depth. We recommend that the forest-wide data be used to identify areas of high suitability for goshawk occupancy across the study area along with sites that could become suitable habitat with management intervention. Latitude and longitude data, while used in our analyses, are excluded from the data tables to protect breeding goshawks from disturbance.
DOI: 10.15468/dl.fwmcjm
title: Occurrence Download

description: A dataset containing 1756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 1756 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000792-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dvw6v
title: Occurrence Download

description: A dataset containing 8527 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - United States (Contiguous) (ver.2.0, 2022)"
 ]
}

 The dataset includes 8527 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000793-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztzrth
title: Occurrence Download

description: A dataset containing 892892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is one of (USA.10_1, CUB)",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 892892 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000710-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.um8n97
title: Occurrence Download

description: A dataset containing 596887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 596887 records from 745 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000779-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bb67m
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000794-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/g64s-9x54
title: Ecohydrological Conceptual Models and Impact Pathway Diagrams for the Braemar, Stuart Shelf and Northern Eyre

description: This dataset contains the factsheets (.doc and .pdf), the figures (.png and .svg) of the ecohydrological conceptual models and impact pathway diagrams, describing the potential water related impacts of mining in the Braemar, Northern Eyre and Stuart Shelf regions in the north of South Australia. The dataset also contains spreadsheets with detailed information on the causal networks derived from the impact pathway diagrams. These diagrams are also included as .graphml files, which can be opened and edited with the open source software yEd.
DOI: 10.15468/dl.a4w574
title: Occurrence Download

description: A dataset containing 3596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alburnus alburnus (Linnaeus, 1758)",
 "Country is Spain",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 3596 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000795-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xt4zw3
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagothrix flavicauda (Humboldt, 1812)"
 ]
}

 The dataset includes 69 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000796-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdz9ky
title: Occurrence Download

description: A dataset containing 8527 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - United States (Contiguous) (ver.2.0, 2022)"
 ]
}

 The dataset includes 8527 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000799-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pu9qeb
title: Occurrence Download

description: A dataset containing 242427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2024-11-01",
 "EventDate is less than or equal to 2024-12-01",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 242427 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000734-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hv5wat
title: Occurrence Download

description: A dataset containing 499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Centruroides suffusus Pocock, 1902"
 ]
}

 The dataset includes 499 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000800-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/0m32-t378
title: D3TEC Dataset

description:  Depression is a mental health condition that affects millions of people worldwide. Although com- mon, it remains difficult to diagnose due to its heterogeneous symptomatology. Mental health questionnaires are currently the most used assessment method to screen depression; these, how- ever, have a subjective nature due to their dependence on patients’ self-assessments. Researchers have been interested in finding an accurate way of identifying depression through an objective biomarker. Recent developments in neural networks and deep learning have enabled the possi- bility of classifying depression through the computational analysis of voice recordings. However, this approach is heavily dependent on the availability of datasets to train and test deep learning models, and these are scarce. There are also very few languages available. This study proposes a protocol for the collection of a new dataset for deep learning research on voice depression classifi- cation, featuring Spanish speakers, professional and smartphone microphones, and a high-quality recording standard. This work aims at creating a high-quality voice depression dataset by recording Spanish speakers with a professional microphone and strict audio quality standards. The data is captured by a smartphone microphone as well for further research in the use of smartphone applications for depression identification. Our methodology involves the strategic collection of depressed and non-depressed voice recordings. Three types of data are collected: voice recordings, depression labels (using the PHQ-9 questionnaire), and additional data that could potentially influence speech. Recordings are captured with professional-grade and smartphone microphones simultaneously to ensure versatility and practical applicability. Several considerations and guidelines are described to ensure high audio quality and avoid potential bias in deep learning research. This data collection effort immediately enables new research topics on depression classifica- tion. Some potential uses include deep learning research on Spanish speakers, an evaluation of the impact of audio quality on developing audio classification models, and an evaluation of the appli- cability of voice depression classification technology on smartphone applications. A preliminary experimentation section is included to showcase the potential research areas that the creation of this dataset enables. This research marks a significant step towards the objective and automated classification of depression in voice recordings. By focusing on the underrepresented demographic of Spanish speakers, the inclusion of smartphone recordings, and addressing the current data limitations in audio quality, this study lays the groundwork for future advancements in deep learning-driven mental health diagnosis.
DOI: 10.15468/dl.ryj3jj
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Inia geoffrensis (Blainville, 1817)"
 ]
}

 The dataset includes 160 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000801-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.st2c8u
title: Occurrence Download

description: A dataset containing 180410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (South America, North America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pheidole Westwood, 1839"
 ]
}

 The dataset includes 180410 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000724-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbx3vb
title: Occurrence Download

description: A dataset containing 2773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is USGS PWRC - Bird Phenology Program",
 "PublishingOrg is c3ad790a-d426-4ac1-8e32-da61f81f0117",
 "TaxonKey is Archilochus colubris (Linnaeus, 1758)",
 "Year 1926-1943"
 ]
}

 The dataset includes 2773 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000802-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10844460
title: Dataset for: Unraveling the Optical Signatures of Polymeric Carbon Nitrides: Insights into Stacking-Induced Excitonic Transition

description: This file contains a set of input and output data for simulations.
DOI: 10.5281/zenodo.10844461
title: Dataset for: Unraveling the Optical Signatures of Polymeric Carbon Nitrides: Insights into Stacking-Induced Excitonic Transition

description: This file contains a set of input and output data for simulations.
DOI: 10.15468/dl.yghs4t
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Posidonia oceanica (L.) Delile"
 ]
}

 The dataset includes 163 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000803-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyvbgw
title: Occurrence Download

description: A dataset containing 30160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tragelaphus Blainville, 1816"
 ]
}

 The dataset includes 30160 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069915-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cgbmc
title: Occurrence Download

description: A dataset containing 19288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Turdus migratorius Linnaeus, 1766",
 "Year 2011-2018"
 ]
}

 The dataset includes 19288 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180286-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fagvk4
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Uruguay",
 "TaxonKey is Vachellia Wight & Arn."
 ]
}

 The dataset includes 55 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119272-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5qzr2
title: Occurrence Download

description: A dataset containing 618 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Canada",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus arctos horribilis Ord, 1815"
 ]
}

 The dataset includes 618 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119258-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zj26vq
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carpodacus thura thura"
 ]
}

 The dataset includes 102 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059838-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.br5ff4
title: Occurrence Download

description: A dataset containing 7781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerva Forssk."
 ]
}

 The dataset includes 7781 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198924-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.juyaqk
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nanoastegotherium prostatum Carlini et al., 1997"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026906-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ushram
title: Occurrence Download

description: A dataset containing 89867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nymphalidae, Lycaenidae, Hesperiidae, Pieridae, Papilionidae)",
 "BasisOfRecord is one of (Specimen, Human Observation, Literature Occurrence)",
 "Country is United States of America",
 "StateProvince is California",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "OccurrenceStatus is Present",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 89867 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119259-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3th9w4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "Geometry POLYGON((60 0,150 0,150 80,60 80,60 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhamnaceae"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059839-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yki8hg
title: Occurrence Download

description: A dataset containing 364 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bursera hindsiana (Benth.) Engl."
 ]
}

 The dataset includes 364 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028051-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57992/nmrxiv.p66
title: Chetocochliodin J

description: isolated from Chaetomium cochliodes
DOI: 10.15468/dl.5h7vt3
title: Occurrence Download

description: A dataset containing 1393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ursus maritimus Phipps, 1774",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 1393 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059840-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57992/nmrxiv.p66.s500
title: 317E-20

description: This dataset contains NMR spectra obtained for the sample -317E-20 name: PROTON_01.fid phc0: -139.161300659 isFid: true nucleus: 1H solvent: dmso dimension: 1 isComplex: true temperature: 25 baseFrequency: 599.690698372 spectralWidth: 17.969033200370767 numberOfPoints: 21552 frequencyOffset: 4197.827999973924 originFrequency: 599.6948962 name: PROTON_02.fid phc0: 40.8844144548 isFid: true nucleus: 1H solvent: dmso dimension: 1 isComplex: true temperature: 25 baseFrequency: 599.690698372 spectralWidth: 17.969033200370767 numberOfPoints: 21552 frequencyOffset: 4197.827999973924 originFrequency: 599.6948962 name: CARBON_01.fid phc0: -138.836085544 isFid: true nucleus: 13C solvent: dmso dimension: 1 isComplex: true temperature: 25 baseFrequency: 150.792346044 spectralWidth: 251.1983457552101 numberOfPoints: 32768 frequencyOffset: 16587.156000014147 originFrequency: 150.8089332
DOI: 10.15468/dl.dgabps
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cruziohyla calcarifer (Boulenger, 1902)"
 ]
}

 The dataset includes 105 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119270-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57992/nmrxiv.p66.s500.d2464
title: 317E-20[CARBON_01.fid]

description: CARBON_01.fid
DOI: 10.57992/nmrxiv.p66.s500.d2465
title: 317E-20[PROTON_01.fid]

description: PROTON_01.fid
DOI: 10.57992/nmrxiv.p66.s500.d2466
title: 317E-20[PROTON_02.fid]

description: PROTON_02.fid
DOI: 10.57992/nmrxiv.p66.s500.d2467
title: 317E-20[gCOSY_01.fid]

description: gCOSY_01.fid
DOI: 10.57992/nmrxiv.p66.s500.d2468
title: 317E-20[gHMBCAD_01.fid]

description: gHMBCAD_01.fid
DOI: 10.57992/nmrxiv.p66.s500.d2469
title: 317E-20[gHSQCAD_01.fid]

description: gHSQCAD_01.fid
DOI: 10.15468/dl.ct2aed
title: Occurrence Download

description: A dataset listing the 2403 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Información florística del Proyecto Mapa de Vegetación para la Clasificación de Ecosistemas del Ecuador Continental"
 ]
}

 The dataset's 2403 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000280-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8pugz
title: Occurrence Download

description: A dataset containing 17293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Apaloderma Swainson, 1833"
 ]
}

 The dataset includes 17293 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026919-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.