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

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "TaxonKey is Orchis papilionacea L."
 ]
}

 The dataset includes 197 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005009-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3rxm9
title: Occurrence Download

description: A dataset containing 9241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lucilia eximia (Wiedemann, 1819)"
 ]
}

 The dataset includes 9241 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005010-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p58rh8
title: Occurrence Download

description: A dataset containing 26 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 Bembidion lampros (Herbst, 1784)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005012-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkgk5j
title: Occurrence Download

description: A dataset containing 473982 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((116.667 2.308565, 119.5087 2.308565, 119.5087 5.553849, 116.667 5.553849, 116.667 2.308565))"
 ]
}

 The dataset includes 473982 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004990-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6q9y7
title: Occurrence Download

description: A dataset containing 215 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 Trechus obtusus Erichson, 1837",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 215 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005014-250515123054153/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/11860983
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.fq58h9
title: Occurrence Download

description: A dataset containing 8345 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Records of protected plant and fungi species in Ukraine"
 ]
}

 The dataset includes 8345 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005015-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyp423
title: Occurrence Download

description: A dataset containing 121887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Lepidosperma Labill."
 ]
}

 The dataset includes 121887 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005005-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96z4uv
title: Occurrence Download

description: A dataset containing 4 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 Bembidion nigrocoeruleum Hayward, 1897",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005018-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sh38ss
title: Occurrence Download

description: A dataset containing 11175 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((119.7369 4.785476, 120.9053 4.785476, 120.9053 5.553849, 119.7369 5.553849, 119.7369 4.785476))"
 ]
}

 The dataset includes 11175 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005019-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27198768
title: Vital CEMET statistics based on 1322 multi-element-analysis of 33 metals in spot urine

description: This Excel file presents critical statistics for the Chelated Metal Expression Test (CEMET), conducted after intravenous provocation with GSH, Na-Ca-EDTA, and DMPS. It serves as a reference for evaluating CEMET results and establishing normal ranges for 33 potentially hazardous metals relevant to environmental medicine.<br>The dataset includes 1322 urine multi-element analyses (700 females, 622 males) from a representative Central European population, with metals measured via ICP-MS. The analyzed elements are Ag, Al, As, Au, B, Ba, Be, Bi, Cd, Co, Cr, Cs, Cu, Fe, Gd, Hg, Li, Mn, Mo, Ni, Pb, Pd, Pt, Sb, Se, Sn, Sr, Ti, Tl, U, V, Zn, Zr.<br>The file offers statistical insights for raw metal values (µg/L) and creatinine-corrected values (µg/g CRN) across men, women, and combined data. This includes geometric/arithmetic means (± SD), SEM, minimum/maximum values, percentiles (5th, 25th, 50th, 75th, 95th), detection limits, samples ≥ and &lt; DL.<br><br>Imputation techniques (log-normal or weighted exponential) were applied to address values below detection limits. The dataset represents both raw and imputed values. Creatinine levels (0.25 to 3.5 g/L) helped to minimize dilution bias.
DOI: 10.6084/m9.figshare.28830278
title: Reconstructed Zurich Air Pollution Data (2015–2019) with Lag Structure for Urinary Metal Toxicokinetic Analysis

description: This dataset contains reconstructed daily air pollution data from the Zurich NABEL monitoring station (“Kaserne”) between 2015 and 2019, including NO₂, SO₂, CO, PM₁₀, PM₂.₅, and derived PM₁₀–₂.₅ values. A few missing values for all pollutants except PM₂.₅ were imputed using linear interpolation, while missing PM₂.₅ values were reconstructed using an XGBoost-based machine learning model trained on the remaining pollutants. All imputed values are flagged accordingly.To enable toxicokinetic modeling of airborne metal exposure, the dataset includes:14-day average concentrations for each pollutant preceding the urine test27 lagged weekly averages (Lag –1 to –26), aligned with the dates of Chelate-Evoked Metal Excretion Testing (CEMET) conducted at a clinical center in Pfäffikon SZ, SwitzerlandThe lag structure was designed to explore the delay between environmental exposure and urinary excretion of heavy metals. These lag times are still largely unknown, which may explain why many environmental impact studies fail to detect associations between pollutant exposure and metal biomarkers. This dataset provides a novel foundation for investigating these temporal dynamics.These lags may reflect a combination of biological and environmental delay mechanisms. For example, the respiratory uptake and translocation of fine dust particles (e.g., PM₂.₅) can involve delayed pulmonary clearance and subsequent redistribution, leading to gradual urinary excretion of associated metals. In parallel, pollutants may also leach into the groundwater or accumulate in the food chain, resulting in delayed indirect exposure and biomarker response. The inclusion of a time-resolved lag structure in this dataset enables the exploration of such toxicokinetic patterns across multiple temporal scales.In addition to the structured numerical data, the dataset includes three supplementary Excel files containing image-based Spearman correlation heatmaps. These visualize associations between Ca-EDTA–DMPS–provoked urinary metal concentrations and lagged air pollutant levels:Organized into <b>full-year</b>, <b>winter (November–April)</b>, and <b>summer (May–October)</b> subsetsEach sheet within these files corresponds to one air pollutant (e.g., PM₁₀, NO₂), with correlations shown across 27 weekly lag intervalsThe heatmaps highlight temporal correlation patterns and are intended as visual tools to support exploratory toxicokinetic interpretation and hypothesis generation
DOI: 10.6084/m9.figshare.28843286
title: Adjustment of Provoked Urinary Metal Concentrations Using a Covariate-Guided Imputation and Residual Normalization Strategy

description: This dataset includes adjusted urinary metal concentration data from 276 adult patients who underwent Ca-EDTA/DMPS-provoked excretion testing as part of a diagnostic evaluation (CEMET protocol) between 2016 and 2019 at a clinical center in Pfäffikon SZ, Switzerland. The dataset contains raw and imputed metal concentrations, covariate-adjusted residuals, Yeo-Johnson transformed values, partial correlation matrices, PCA loadings, clustering assignments, and visual outputs. Metal measurements were performed by ICP-MS.All preprocessing and analysis steps are fully reproducible and documented:<br>• A detailed Python script is embedded in the final sheet of the Excel file.<br>• A structured methods summary is included in the accompanying README file (provided in both <code>.md</code> and <code>.pdf</code> formats).
DOI: 10.6084/m9.figshare.28843286.v2
title: Adjustment of Provoked Urinary Metal Concentrations Using a Covariate-Guided Imputation and Residual Normalization Strategy

description: This dataset includes adjusted urinary metal concentration data from 276 adult patients who underwent Ca-EDTA/DMPS-provoked excretion testing as part of a diagnostic evaluation (CEMET protocol) between 2016 and 2019 at a clinical center in Pfäffikon SZ, Switzerland. The dataset contains raw and imputed metal concentrations, covariate-adjusted residuals, Yeo-Johnson transformed values, partial correlation matrices, PCA loadings, clustering assignments, and visual outputs. Metal measurements were performed by ICP-MS.All preprocessing and analysis steps are fully reproducible and documented:<br>• A detailed Python script is embedded in the final sheet of the Excel file.<br>• A structured methods summary is included in the accompanying README file (provided in both <code>.md</code> and <code>.pdf</code> formats).
DOI: 10.15468/dl.yf9638
title: Occurrence Download

description: A dataset containing 1800 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 Pterostichus caribou Ball, 1962",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 1800 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005020-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ju85w
title: Occurrence Download

description: A dataset containing 1281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Lepironia Pers."
 ]
}

 The dataset includes 1281 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005021-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjnh7g
title: Occurrence Download

description: A dataset containing 213443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Numenius phaeopus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 213443 records from 250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005007-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8vtmy
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((125.1545 2.731885, 125.1746 2.731885, 125.1746 2.754965, 125.1545 2.754965, 125.1545 2.731885))"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005022-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrhnna
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "TaxonKey is Orchis papilionacea L."
 ]
}

 The dataset includes 197 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005023-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ky9t6p
title: Occurrence Download

description: A dataset containing 3824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Lepisanthes Blume"
 ]
}

 The dataset includes 3824 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005027-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q38sn8
title: Occurrence Download

description: A dataset containing 638 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 Pterostichus nivalis (R.F.Sahlberg, 1844)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 638 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005026-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bj7y3
title: Occurrence Download

description: A dataset containing 11237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Numida meleagris (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 11237 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005029-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyxhzs
title: Occurrence Download

description: A dataset listing the 468 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Records of protected animals species in Ukraine"
 ]
}

 The dataset's 468 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005017-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9s3wwq
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sephanoides fernandensis fernandensis"
 ]
}

 The dataset includes 66 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005032-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18251521
title: Cardiopteridales Takht. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:43
DOI: 10.5281/zenodo.18251522
title: Cardiopteridales Takht. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:43
DOI: 10.15468/dl.erwz7p
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.44.59_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010597-260108223611665/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/14502512
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.e97266
title: Occurrence Download

description: A dataset containing 24379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyprinus carpio",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1995",
 "Year is less than or equal to 1999"
 ]
}

 The dataset includes 24379 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010598-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18251092
title: Dataset on stemflow generation and chemistry of selected urban tree species in Sri Lanka
title: Stemflow volume, funneling ratio, and chemical composition of urban trees in Sri Lanka

description: This dataset contains event-based rainfall and stemflow measurements collected from young urban tree species in Maharagama, Sri Lanka, during 2023. The data were used to assess species-wise differences in stemflow generation, funneling ratio, and stemflow-related hydrological behaviour under comparable urban conditions.

Measurements were obtained from five commonly planted urban tree species growing in the same local environment and of similar age. The dataset includes rainfall characteristics, stemflow volumes, calculated stemflow indices, and basic tree structural attributes. An accompanying R script is provided to support data processing and reproduction of the analyses.
DOI: 10.5281/zenodo.18251093
title: Dataset on stemflow generation and chemistry of selected urban tree species in Sri Lanka
title: Stemflow volume, funneling ratio, and chemical composition of urban trees in Sri Lanka

description: This dataset contains event-based rainfall and stemflow measurements collected from young urban tree species in Maharagama, Sri Lanka, during 2023. The data were used to assess species-wise differences in stemflow generation, funneling ratio, and stemflow-related hydrological behaviour under comparable urban conditions.

Measurements were obtained from five commonly planted urban tree species growing in the same local environment and of similar age. The dataset includes rainfall characteristics, stemflow volumes, calculated stemflow indices, and basic tree structural attributes. An accompanying R script is provided to support data processing and reproduction of the analyses.
DOI: 10.15468/dl.9yynv7
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lythrum intermedium"
 ]
}

 The dataset includes 138 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010599-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pd24rj
title: Occurrence Download

description: A dataset containing 167823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Observation",
 "Geometry POLYGON((-83.10121 33.70405,-83.75568 30.16296,-79.37101 30.18785,-78.18635 34.68737,-83.03148 33.84895,-84.39819 34.71387,-83.10121 33.70405))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 167823 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010588-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.