cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.d62tb3
title: Occurrence Download

description: A dataset containing 112102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Euphorbiaceae"
 ]
}

 The dataset includes 112102 records from 515 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214093-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9mey9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium tynnoglochin Ósk."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246981-230224095556074/datasets/export for details.
DOI: 10.15468/dl.v2m7wr
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Characidium bahiense Almeida, 1971"
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214083-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrhzk6
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graptopetalum paraguayense (N.E.Br.) Walther"
 ]
}

 The dataset includes 113 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233133-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5jcew
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allomengea dentisetis (Grube, 1861)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223733-220831081235567/datasets/export for details.
DOI: 10.15468/dl.h2kz5g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trephionus sordidatus Habu, 1954",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223747-220831081235567/datasets/export for details.
DOI: 10.15468/dl.w8qqsw
title: Occurrence Download

description: A dataset containing 741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Cynocephalidae"
 ]
}

 The dataset includes 741 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233140-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r868rn
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cytisopsis ahmedii (Batt. & Pit.) Lassen"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017801-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cxdbv
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Metabolically active microbial communities in marine sediment under high-CO2 and low-pH extremes"
 ]
}

 The dataset includes 299 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233148-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d72xqx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lacedo pulchella (Horsfield, 1821)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214054-220831081235567/datasets/export for details.
DOI: 10.15468/dl.dkhab7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Indotestudo elongata (Blyth, 1854)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214081-220831081235567/datasets/export for details.
DOI: 10.15468/dl.tnrrc8
title: Occurrence Download

description: A dataset listing the 28 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.49531 43.74196,6.48034 43.74196,6.48034 44.30169,5.49531 44.30169,5.49531 43.74196))",
 "OccurrenceStatus is Present",
 "TaxonKey is Carnivora"
 ]
}

 The dataset's 28 records were derived from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265612-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxvn63
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes austinae Dod ex Luer"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006185-230530130749713/datasets/export for details.
DOI: 10.15468/dl.qncmx5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mustela eversmanii Lesson, 1827",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214070-220831081235567/datasets/export for details.
DOI: 10.15468/dl.4bqvbu
title: Occurrence Download

description: A dataset containing 515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Cannaceae"
 ]
}

 The dataset includes 515 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214092-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxvhzy
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.13057 7.11717,-73.13021 7.11628,-73.12935 7.11657,-73.12981 7.11732,-73.13057 7.11717))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246987-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyq98g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lama glama (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214090-220831081235567/datasets/export for details.
DOI: 10.15468/dl.whn6nf
title: Occurrence Download

description: A dataset containing 54825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-112.72027 31.30741,-108.58616 31.30741,-108.58616 34.04989,-112.72027 34.04989,-112.72027 31.30741))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rodentia"
 ]
}

 The dataset includes 54825 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247003-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8c9d5b
title: Occurrence Download

description: A dataset containing 441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-62.05538 -1.75265,-70.57468 -7.82751,-65.83098 -7.3477,-57.11806 -14.65969,-53.53608 -23.78884,-52.18073 -29.74881,-50.72858 -23.16728,-41.82203 -19.92623,-38.53048 -10.5985,-37.36876 -8.01928,-38.53048 -6.1941,-42.20927 -5.51996,-49.37323 -2.23641,-56.53719 -0.30077,-62.05538 -1.75265))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Callithrix penicillata (É.Geoffroy Saint-Hilaire, 1812)"
 ]
}

 The dataset includes 441 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214088-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25pnfa
title: Occurrence Download

description: A dataset containing 21037 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Helophilus Meigen, 1822"
 ]
}

 The dataset includes 21037 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007446-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xx38zg
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graptopetalum pusillum Rose"
 ]
}

 The dataset includes 19 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233135-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkpvr5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pogona vitticeps (Ahl, 1926)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214118-220831081235567/datasets/export for details.
DOI: 10.15468/dl.mwhngu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Merops viridis Linnaeus, 1758",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214132-220831081235567/datasets/export for details.
DOI: 10.15468/dl.mqwvck
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Braunsia maximiliani (Schltr. & A.Berger) Schwantes"
 ]
}

 The dataset includes 105 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003791-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtz63d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pitohui kirhocephalus (Lesson & Garnot, 1827)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214128-220831081235567/datasets/export for details.
DOI: 10.15468/dl.ys3k67
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lampranthus leightoniae (L.Bolus) L.Bolus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003765-230530130749713/datasets/export for details.
DOI: 10.15468/dl.yvejdc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bitis gabonica Duméril, Bibron & Duméril, 1854",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214133-220831081235567/datasets/export for details.
DOI: 10.15468/dl.35y6jj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lampranthus maturus N.E.Br."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003789-230530130749713/datasets/export for details.
DOI: 10.15468/dl.ccf6ju
title: Occurrence Download

description: A dataset containing 32265923 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is India"
 ]
}

 The dataset includes 32265923 records from 3052 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255573-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.immcw7
title: Occurrence Download

description: A dataset containing 220170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phaseolus vulgaris L."
 ]
}

 The dataset includes 220170 records from 266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010416-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szm9n9
title: Occurrence Download

description: A dataset containing 992 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allocapnia pygmaea (Burmeister, 1839)"
 ]
}

 The dataset includes 992 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004263-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkxyqj
title: Occurrence Download

description: A dataset containing 1920261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 1920261 records from 1288 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004280-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5pxwg
title: Occurrence Download

description: A dataset containing 2021 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Apalis sharpii Shelley, 1884"
 ]
}

 The dataset includes 2021 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026850-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfaaa9
title: Occurrence Download

description: A dataset containing 1830751 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Leguminosae",
 "TaxonKey is Fabaceae"
 ]
 },
 {
 "or" : [
 "Country is Australia",
 "Country is Thailand",
 "Country is United States of America"
 ]
 }
 ]
}

 The dataset includes 1830751 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010417-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tn7bxz
title: Occurrence Download

description: A dataset containing 1970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Aneides vagrans Wake & Jackman, 1999)"
 ]
}

 The dataset includes 1970 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015777-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfr5t5
title: Occurrence Download

description: A dataset containing 493 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coscinodiscus centralis A.Schulze, 1879"
 ]
}

 The dataset includes 493 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015779-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfbnf4
title: Occurrence Download

description: A dataset containing 490 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Ascaphus montanus Mittleman & Myers, 1949)"
 ]
}

 The dataset includes 490 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015780-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4uyns
title: Occurrence Download

description: A dataset containing 4124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Ascaphus truei Stejneger, 1899)"
 ]
}

 The dataset includes 4124 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015782-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.maqyuf
title: Occurrence Download

description: A dataset containing 493 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coscinodiscus centralis A.Schulze, 1879"
 ]
}

 The dataset includes 493 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015784-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5fx74982
title: MassIVE MSV000097588 - Unveiling novel histotype-specific biomarkers in ovarian carcinoma using proteomics
title: Epithelial ovarian cancer (EOC) is the most lethal gynecologic malignancy, yet clinical tools for diagnosis, prognosis and treatment remain limited, and molecular profiling of histotypes is lacking. Here, we leverage proteomic data to further stratify four main EOC histotypes, borderline, and benign tumors and identify novel prognostic and diagnostic biomarkers. Using proteomic data from 300 patient samples, we identified differentially abundant proteins (DAPs) such as SNCG, S100A1, VWA2, AGR2, CTH, and SPINK1 and biomarker panels to stratify the tissues. Enrichment of biological processes profiled histotypes and involvement of DAPs. Survival analysis identified candidate biomarkers predicting overall- and disease-specific survival with histotype-specificity. Of these, GLYR1, RPL12, GDPGP1, and POLR2M were associated with favorable outcomes, while SDF4, PPP3CC, EIF2AK2, and STX6 were linked to unfavorable outcomes. Collectively, these findings provide attributes spefici for histotypes for known and novel EOC biomarkers that may serve as new clinical tools for EOC treatment decisions and diagnosis.
DOI: 10.5066/p13ni4nl
title: Model Estimates of Chlorophyll a and CyanoHABs Occurrence for Select New York State Lakes

description: This data release contains modeled estimates of chlorophyll a concentration and cyanoHAB occurrence for a subset of lakes in New York State. Estimates of chlorophyll a concentration were generated using a random forest model. Estimates of cyanoHAB occurrence were generated based on thresholds derived from bootstrapped logistic regression. All analysis was done in R 4.4.1 (R Core Team, 2024) and the full methods are described in Savoy et al. (2025).

Items in this data release includes the following data, each bundled as a .zip file with the associated metadata:​

random forest inputs and output.txt: Contains observed chlorophyll a concentrations, modeled estimates of chlorophyll a from a random forest model, and all necessary inputs to the model. The file format is tab-delimited with one observation per row.
chla_logistic.txt: Contains modeled estimates of cyanoHABs occurrence based on a threshold of chlorophyll a concentration, observed cyanoHAB occurrence, and chlorophyll a concentrations. The file format is tab-delimited with one observation per row.
dwl_logistic.txt: Contains modeled estimates of cyanoHABs occurrence based on a threshold of dominant wavelength, observed cyanoHAB occurrence, and dominant wavelength. The file format is tab-delimited with one observation per row.
kd_logistic.txt: Contains modeled estimates of cyanoHABs occurrence based on a threshold of the irradiance attenuation coefficient, observed cyanoHAB occurrence, and irradiance attenuation coefficient. The file format is tab-delimited with one observation per row.
tn_logistic.txt: Contains modeled estimates of cyanoHABs occurrence based on a threshold of total nitrogen, observed cyanoHAB occurrence, and total nitrogen. The file format is tab-delimited with one observation per row.
tp_logistic.txt: Contains modeled estimates of cyanoHABs occurrence based on a threshold of total phosphorus, observed cyanoHAB occurrence, and total phosphorus. The file format is tab-delimited with one observation per row.

Associated metadata for each data file follow the same naming convention with a .xml extension.