cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5q5wjy
title: Occurrence Download

description: A dataset containing 190151 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delesseriaceae"
 ]
}

 The dataset includes 190151 records from 580 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009005-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5064/f6g2petf/zyaexz
title: README_Moore-et-al_STATES.txt
DOI: 10.15468/dl.k2xe3f
title: Occurrence Download

description: A dataset containing 506180 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodomelaceae"
 ]
}

 The dataset includes 506180 records from 896 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009010-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21947/3013990
title: WINDPROF: Merged Best-Estimate Wind Profile Data – Block Island (WFIP3 Campaign)

description: WINDPROF provides 10-minute wind and turbulence profiles, integrating Doppler lidars, wind profiling radars, and sonic anemometers across Northeast U.S. coastal/offshore sites during the WFIP3 campaign. Key data include wind speed, direction, vertical velocity, and turbulence parameters, with standardized quality control (e.g., instrument-specific thresholds and inter-instrument validation). Profiles are interpolated to a height grid (20 m spacing below 100 m; 30 m above) and include comprehensive uncertainty estimates. The Block Island dataset covers February 2024–September 2025, offering reproducible methods for atmospheric research, model validation, and wind energy studies.
DOI: 10.5281/zenodo.18332065
title: Hyperspectral Water Reflectance Spectra and TSS in Matagorda and Trinity Bays

description: Hyperspectral Water Reflectance Spectra and TSS in Matagorda and Trinity BaysDataset overviewThis dataset contains 117 in situ hyperspectral water reflectance spectra collected in two Texas estuarine systems-Matagorda Bay (MB) and Trinity Bay (TB)—during monthly field campaigns spanning August 2024 to July 2025. For each spectrum, a coincident water sample was collected and analyzed for Total Suspended Solids (TSS), enabling paired spectral–TSS modeling and validation.

Spectral coverage and resolution





Wavelength range: 400–900 nm




Sampling interval: 1 nm (501 wavelength bands)



Files and structure





Format: Excel (.xlsx)


Sheet: Sheet1 (or spectra if using the companion file provided here)



Rows: wavelengths (nm)




Columns: one spectrum per sample (117 samples)





First column: Wavelength (nm)




Remaining columns: reflectance values for each sample





Sample naming convention and TSS encodingEach spectrum column header includes the campaign label and site ID (e.g., MB/TB station code). The associated TSS value (mg L⁻¹) is stored in the column name after the final hyphen.Example: July 25 TB5 - 22 → Site: TB5, Campaign label: “July 25 TB5”, TSS = 22 mg L⁻¹.Note: spacing in column headers may vary; for reliable parsing, extract TSS using the last hyphen.

Variables and units





Wavelength (nm): nanometers




Spectral values: in situ hyperspectral water reflectance (unitless/reflectance-based; see associated manuscript for field protocol and processing details)




TSS: mg L⁻¹ (laboratory measurement paired with each spectrum)



Intended useThese data support:





Training/validation of empirical or ML models for TSS retrieval




Spectral feature/band importance analyses (e.g., red and red–NIR sensitivity to suspended sediment)




Cross-comparison with imaging spectroscopy satellite products (e.g., PRISMA/EMIT/PACE) when co-located/temporally matched



Data notesSmall near-zero negative values may occur at some wavelengths due to instrument noise and processing; users may apply standard QA/QC (e.g., filtering or clipping) as appropriate for their workflow.

CitationPlease cite this dataset as: Karaca, O., Khan, S., Carlson, B., Wright, K., & Aramburu Tinoco, C. (2026). Hyperspectral water reflectance spectra and TSS measurements from Matagorda Bay and Trinity Bay, Texas (Aug 2024–Jul 2025) (Version 1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.18332065Article citation:Karaca, O., Khan, S., Carlson, B., Wright, K.,  & Aramburu Tinoco, C. (in review / 2026). Machine Learning Based Measuring of Total Suspended Solids in Estuarine Waters Using Hyperspectral Satellite and In Situ Data.
DOI: 10.5281/zenodo.18332064
title: Hyperspectral Water Reflectance Spectra and TSS in Matagorda and Trinity Bays

description: Hyperspectral Water Reflectance Spectra and TSS in Matagorda and Trinity BaysDataset overviewThis dataset contains 117 in situ hyperspectral water reflectance spectra collected in two Texas estuarine systems-Matagorda Bay (MB) and Trinity Bay (TB)—during monthly field campaigns spanning August 2024 to July 2025. For each spectrum, a coincident water sample was collected and analyzed for Total Suspended Solids (TSS), enabling paired spectral–TSS modeling and validation.

Spectral coverage and resolution





Wavelength range: 400–900 nm




Sampling interval: 1 nm (501 wavelength bands)



Files and structure





Format: Excel (.xlsx)


Sheet: Sheet1 (or spectra if using the companion file provided here)



Rows: wavelengths (nm)




Columns: one spectrum per sample (117 samples)





First column: Wavelength (nm)




Remaining columns: reflectance values for each sample





Sample naming convention and TSS encodingEach spectrum column header includes the campaign label and site ID (e.g., MB/TB station code). The associated TSS value (mg L⁻¹) is stored in the column name after the final hyphen.Example: July 25 TB5 - 22 → Site: TB5, Campaign label: “July 25 TB5”, TSS = 22 mg L⁻¹.Note: spacing in column headers may vary; for reliable parsing, extract TSS using the last hyphen.

Variables and units





Wavelength (nm): nanometers




Spectral values: in situ hyperspectral water reflectance (unitless/reflectance-based; see associated manuscript for field protocol and processing details)




TSS: mg L⁻¹ (laboratory measurement paired with each spectrum)



Intended useThese data support:





Training/validation of empirical or ML models for TSS retrieval




Spectral feature/band importance analyses (e.g., red and red–NIR sensitivity to suspended sediment)




Cross-comparison with imaging spectroscopy satellite products (e.g., PRISMA/EMIT/PACE) when co-located/temporally matched



Data notesSmall near-zero negative values may occur at some wavelengths due to instrument noise and processing; users may apply standard QA/QC (e.g., filtering or clipping) as appropriate for their workflow.

CitationPlease cite this dataset as: Karaca, O., Khan, S., Carlson, B., Wright, K., & Aramburu Tinoco, C. (2026). Hyperspectral water reflectance spectra and TSS measurements from Matagorda Bay and Trinity Bay, Texas (Aug 2024–Jul 2025) (Version 1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.18332065Article citation:Karaca, O., Khan, S., Carlson, B., Wright, K.,  & Aramburu Tinoco, C. (in review / 2026). Machine Learning Based Measuring of Total Suspended Solids in Estuarine Waters Using Hyperspectral Satellite and In Situ Data.
DOI: 10.15468/dl.w3qdcx
title: Occurrence Download

description: A dataset containing 2443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is Royal Ontario Museum - Entomology Collection",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is Ontario",
 "TaxonKey is Ephemeroptera"
 ]
}

 The dataset includes 2443 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005230-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjheat
title: Occurrence Download

description: A dataset containing 1697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippocampus whitei"
 ]
}

 The dataset includes 1697 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005225-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/b20ba95d3667532e4dd8bede8a00ab52
title: Secchi depth data and discrete depth profiles of water temperature, dissolved oxygen, conductivity, specific conductance, photosynthetic active radiation, oxidation-reduction potential, and pH for Beaverdam Reservoir, Carvins Cove Reservoir, Falling Creek Reservoir, Gatewood Reservoir, and Spring Hollow Reservoir in southwestern Virginia, USA 2013-2025

description: Discrete depth profiles of water temperature, dissolved oxygen, oxidation-reduction potential, conductivity, specific conductance, and pH were collected with multiple handheld water quality probes and discrete depth profiles of photosynthetically active radiation (PAR) were collected with a LI-COR underwater light meter from 2013 to 2025 in five drinking water reservoirs in southwestern Virginia, USA. These reservoirs are: Beaverdam Reservoir (Vinton, Virginia), Carvins Cove Reservoir (Roanoke, Virginia), Falling Creek Reservoir (Vinton, Virginia), Gatewood Reservoir (Pulaski, Virginia), and Spring Hollow Reservoir (Salem, Virginia). Beaverdam, Carvins Cove, Falling Creek, and Spring Hollow Reservoirs are owned and operated by the Western Virginia Water Authority as primary or secondary drinking water sources for Roanoke, Virginia, and Gatewood Reservoir is a drinking water source for the Town of Pulaski, Virginia. All discrete depth profiles were collected on approximately 1-meter intervals. The data package consists of two datasets: 1) Secchi depth data; and 2) discrete depth profiles of multiple water quality variables measured by handheld sensors. The Secchi data and discrete depth profiles were measured at the deepest site of each reservoir adjacent to the dam, as well as other in-reservoir sites. Handheld sensor measurements were also collected at a gauged weir on the primary inflow tributary, other inflows, and outflows at Falling Creek Reservoir; inflows and outflows at Beaverdam Reservoir; and inflows at Carvins Cove Reservoir. In 2021, YSI handheld data were also collected from a littoral site in Beaverdam Reservoir. In 2025, YSI handheld data were collected monthly from June to October from nine littoral sites around the perimeter of Falling Creek Reservoir. From 2024 - 2025, additional within-reservoir depth profiles were collected in Carvins Cove Reservoir and multiple sites. Data were collected approximately fortnightly in the spring months (March - May), weekly in the summer and early autumn (June - September), and monthly in the late autumn and winter (October - February) in Falling Creek and Beaverdam Reservoirs; data coverage in the other three reservoirs varies among years. Note there were some YSI depth profiles and Secchi observations that were measured at night during overnight sampling. All of these observations have the correct date time associated with them. Maintenance log and quality assurance/quality control analysis scripts accompany this data package.
DOI: 10.15468/dl.zcdhtu
title: Occurrence Download

description: A dataset containing 27 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 GBIF_STRINGARRAYCONTAINS(occurrence.classifications['d7dddbf4-2cf0-4f39-9b2a-bb099caae36c'], '3055004', TRUE)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.classificationdetails['d7dddbf4-2cf0-4f39-9b2a-bb099caae36c']['specieskey'] &lt;&gt; '' AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 27 records were derived from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005192-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.easebx
title: Occurrence Download

description: A dataset containing 7535 records in GBIF matching the query:
SELECT
 '109' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= -12.166598047573723
 AND decimalLatitude &lt;= -8.098015256935714
 AND decimalLongitude &gt;= -80.94934460961532
 AND decimalLongitude &lt;= -75.29747196830144
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 7535 records were derived from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005202-260120142942310/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/14585381
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.jgtx8w
title: Occurrence Download

description: A dataset containing 1067 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calochortus lyallii"
 ]
}

 The dataset includes 1067 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005233-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/8ybe36
title: Revision of genera in Goniodidae (Phthiraptera: Ischnocera) parasitising gamefowl (Aves: Galliformes) with descriptions of six new genera, one new subgenus and seven new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Gustafsson, Daniel R., Li, Zhu, Tian, Chunpo, Ren, Mengjiao, Sun, Xiuling, Zou, Fasheng (2025): Revision of genera in Goniodidae (Phthiraptera: Ischnocera) parasitising gamefowl (Aves: Galliformes) with descriptions of six new genera, one new subgenus and seven new species. Zootaxa 5731 (1): 1-99, DOI: 10.11646/zootaxa.5731.1.1, URL: https://doi.org/10.11646/zootaxa.5731.1.1AbstractHitherto, the chewing louse genus Goniodes Nitzsch, 1818 (Phthiraptera: Ischnocera: Goniodidae) has been the repository of many morphologically different species, which have been placed in separate groups by some authors. The morphological variation among species of Goniodes is so extensive that no characters can unequivocally separate it from closely related genera within the Goniodidae, in particular Goniocotes Burmeister, 1838. Based on a thorough examination of many species, especially the type species of related genera, we propose to divide Goniodes into thirty-one smaller, morphologically homogeneous genera. We provide redescriptions of Goniodes sensu stricto and three previously proposed genera: Gonotyles Kéler, 1940; Oulocrepis Kéler, 1940; and Solenodes Kéler, 1940. In addition, we recognise the following genera and one subgenus as valid: Archigoniodes Conci, 1946; Clayarchigoniodes Conci, 1952 (subgenus); Astrocotes Kéler, 1940; Astrodes Kéler, 1940; Claygoniodes Conci, 1946; Dictyocotes Kéler, 1940; Euligoniodes Mey, 1997; Goniocotes; Homocerus Kéler, 1940; Kelerigoniodes Conci, 1946; Leipoiella Mey, 1986; Lobicrotaphus Mey, 1997; Maleoicus Mey, 1997; Maleophilus Mey, 1997; Margaritenes Kéler, 1940; Megatheliella Mey, 1986; Pavoniocotes Gustafsson et al., 2023; Stenocrotaphus Kéler, 1940 and Weelahia Mey, 1997. We also propose six new genera within the Goniodes complex: Complectodes new genus, Majiodes new genus, Rhopaloncus new genus, Sikongia new genus, Sulciferodes new genus, and Tragoniodes new genus and one subgenus: Gonotyles (Syrmatichares) new subgenus. Seven new species are described and illustrated from Asian hosts: Goniodes claytonbushorum new species ex Pavo muticus imperator Delacour, 1949; Gonotyles (Syrmatichares) selenautes new species ex Syrmaticus ellioti (Swinhoe, 1872); Oulocrepis stylophorus new species ex Bambusicola thoracicus (Temminck, 1815); Rhopaloncus lepidoceros new species ex Lophophorus sclateri orientalis Davidson, 1974; Solenodes ningxiaensis new species ex Alectoris magna (Przevalski, 1876); Tragoniodes gallowayi new species ex Tragopan temminckii (Gray, 1831) and Tragoniodes yinhe new species ex Tragopan caboti (Gould, 1857). A list of the new generic placements proposed for the species included in Goniocotes and Goniodes by Price et al. (2003) is included.
DOI: 10.15468/dl.tdgw9d
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Xanthium chinense",
 "Year 1950-2024"
 ]
}

 The dataset includes 55 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005232-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9dstp
title: Occurrence Download

description: A dataset containing 471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Absent",
 "TaxonKey is Ursus maritimus"
 ]
}

 The dataset includes 471 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005231-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/q9qe6t
title: A new species of the genus Rhipidandrus LeConte, 1862 from China, with description of the immature stages (Coleoptera: Tenebrionidae: Bolitophagini)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Zhang, Heng, Ye, Yingying, Wang, Mengyue, Wei, Zhaoming (2025): A new species of the genus Rhipidandrus LeConte, 1862 from China, with description of the immature stages (Coleoptera: Tenebrionidae: Bolitophagini). Zootaxa 5729 (4): 590-598, DOI: 10.11646/zootaxa.5729.4.7, URL: https://doi.org/10.11646/zootaxa.5729.4.7AbstractRhipidandrus LeConte, 1862 is a small genus of mycophagous beetles. Previously, only one species, Rhipidandrus speculifrons (Gebien, 1922), was known to occur in China. Here, we report the discovery of a new species, Rhipidandrus longipunctatus Zhang sp. nov., from the Qinling Mountains, Shaanxi. This new species is distinguished from all congeners by the presence of longitudinal punctures on the pronotum. Detailed morphological descriptions of the adult, larva, pupa, and egg are provided. Additionally, a key to the two known Chinese species of Rhipidandrus is included.
DOI: 10.15468/dl.xafvwx
title: Occurrence Download

description: A dataset containing 2226 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scelotes"
 ]
}

 The dataset includes 2226 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005236-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dezd5
title: Occurrence Download

description: A dataset containing 1041 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Equus niobrarensis"
 ]
}

 The dataset includes 1041 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005234-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aun6w5
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indotestudo elongata"
 ]
}

 The dataset includes 551 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005237-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymw829
title: Occurrence Download

description: A dataset containing 13382701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "GbifRegion is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 13382701 records from 1835 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005198-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9xx3j
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Diceros bicornis (Linnaeus, 1758))",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 179 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015944-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.