cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6gnz9y
title: Occurrence Download

description: A dataset containing 5107 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-106.699218 21.800308,-106.732177 21.774804,-106.729431 21.721231,-106.712951 21.662533,-106.688232 21.611472,-106.655273 21.557838,-106.600341 21.509296,-106.542663 21.417276,-106.441040 21.343106,-106.344909 21.279137,-106.221313 21.243302,-106.158142 21.263780,-106.160888 21.325198,-106.207580 21.368686,-106.278991 21.435173,-106.328430 21.506740,-106.410827 21.557838,-106.463012 21.621686,-106.528930 21.708473,-106.586608 21.769702,-106.633300 21.810508,-106.699218 21.800308))"
 ]
}

 The dataset includes 5107 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008933-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8hmgs
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-107.11237 25.32293,-105.76525 23.73079,-105.05551 22.7751,-104.92199 22.47996,-103.87897 23.72059,-103.57014 24.21435,-103.15579 24.92863,-103.4364 25.15857,-103.66164 26.43418,-106.83943 25.58612,-107.11237 25.32293))",
 "TaxonKey is Procyon lotor (Linnaeus, 1758)",
 "Year 1970-2024"
 ]
}

 The dataset includes 107 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014451-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjvrvm
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Denisophytum madagascariense R.Vig."
 ]
}

 The dataset includes 112 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021165-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4tqh6v
title: Occurrence Download

description: A dataset containing 845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Anaxyrus boreas boreas"
 ]
}

 The dataset includes 845 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021218-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oqnvvd
title: Occurrence Download

description: A dataset containing 7417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heliconiaceae",
 {
 "or" : [
 "Country is Panama",
 "Country is El Salvador",
 "Country is Honduras",
 "Country is Belize",
 "Country is Mexico",
 "Country is Nicaragua",
 "Country is Guatemala",
 "Country is Costa Rica"
 ]
 }
 ]
}

 The dataset includes 7417 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008933-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgj3xy
title: Occurrence Download

description: A dataset containing 2332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deschampsia media (Gouan) Roem. & Schult.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 2332 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014478-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mccojg
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthacris Uvarov, 1923",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 60 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008933-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtcp5f
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium violaceoflavens J.J.Sm."
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021174-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9d9qm
title: Occurrence Download

description: A dataset containing 1906 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Symmeria paniculata Benth.)"
 ]
}

 The dataset includes 1906 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040139-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hysqzd
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium calcaratum A.Rich."
 ]
}

 The dataset includes 72 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021175-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.moyv2k
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pilosocereus gounellei (F.A.C. Weber ex K. Schum.) Byles & G.D. Rowley"
 ]
}

 The dataset includes 358 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008933-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dknunx
title: Occurrence Download

description: A dataset containing 100 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 Afrixalus crotalus Pickersgill, 1984"
 ]
}

 The dataset includes 100 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040143-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ed0up
title: Occurrence Download

description: A dataset containing 10193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Marantaceae",
 {
 "or" : [
 "Country is Panama",
 "Country is El Salvador",
 "Country is Honduras",
 "Country is Belize",
 "Country is Mexico",
 "Country is Nicaragua",
 "Country is Guatemala",
 "Country is Costa Rica"
 ]
 },
 "HasCoordinate is true"
 ]
}

 The dataset includes 10193 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008934-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ym6n3c
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Danais humblotii Homolle"
 ]
}

 The dataset includes 147 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021191-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5bwu9
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aconitum rilongense Kadota"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014452-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwwl23
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papilio alexanor Esper, 1800"
 ]
}

 The dataset includes 229 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008934-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88ke3a
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diodia rubricosa Hiern"
 ]
}

 The dataset includes 85 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021176-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9m5sxa
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deschampsia maderensis (Hack. & Bornm.) Buschm.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014477-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0nzlvi
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus pannosa Hand.-Mazz."
 ]
}

 The dataset includes 321 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008934-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zrs8t
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium vonroemeri J.J.Sm."
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021227-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkj0ry
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Styela glans Herdman, 1881"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008934-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qk5tm6
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dionychastrum schliebenii A.Fern. & R.Fern."
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021225-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ppyfd
title: Occurrence Download

description: A dataset containing 1110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protea roupelliae Meisn."
 ]
}

 The dataset includes 1110 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014458-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3uvyu2
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium stenocranoides Wiinst."
 ]
}

 The dataset includes 115 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027810-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6m853q
title: Occurrence Download

description: A dataset containing 206275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dianthus L.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 206275 records from 910 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014494-240216155721649/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.26866672
title: iPSCORE Metadata

description: The following files contain the metadata for samples used in iPSCORE and related studies.
DOI: 10.6084/m9.figshare.26866672.v2
title: iPSCORE Metadata

description: The following files contain the metadata for samples used in iPSCORE and related studies.
DOI: 10.15468/dl.q453mn
title: Occurrence Download

description: A dataset containing 1297983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than 50000",
 "Year is 2011",
 "DecimalLongitude is greater than or equal to 7.0",
 "DecimalLongitude is less than or equal to 15.5",
 "DecimalLatitude is greater than or equal to 54.5",
 "DecimalLatitude is less than or equal to 58.0"
 ]
}

 The dataset includes 1297983 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018211-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8x49g
title: Occurrence Download

description: A dataset containing 907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ochna pulchra Hook.",
 "Continent is Africa"
 ]
}

 The dataset includes 907 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018326-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sr6q5z
title: Occurrence Download

description: A dataset containing 3150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryza longistaminata A.Chev. & Roehr.",
 "Continent is Africa"
 ]
}

 The dataset includes 3150 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018327-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jctdsx
title: Occurrence Download

description: A dataset containing 12441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "OccurrenceStatus is Present",
 "TaxonKey is Procyon lotor (Linnaeus, 1758)"
 ]
}

 The dataset includes 12441 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018328-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v89gch
title: Occurrence Download

description: A dataset containing 1277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxytenanthera abyssinica (A.Rich.) Munro",
 "Continent is Africa"
 ]
}

 The dataset includes 1277 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018329-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3y4y4r
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Crotalus intermedius gloydi Taylor, 1941"
 ]
}

 The dataset includes 85 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018330-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13623698
title: Spatiotemporal high-resolution (daily, 1km) ground-level ozone (O3) dataset across China from 2000 to present

description: We developed a full-coverage, high-resolution estimation model using the XGBoost algorithm to generate daily ground-level ozone concentration data at a 1-km spatial resolution, with satellite LST serving as the primary predictor. Tested on 2019 samples from China, our model demonstrated strong predictive accuracy, achieving an R² of 0.91 and an RMSE of 13.51 μg/m³ through 10-fold cross-validation. It effectively captured short-term local variations in ozone levels. We then applied this method to estimate long-term spatiotemporal high-resolution ozone concentrations from 2000 to 2020. The 21-yr monthly data and 2019 daily are archieved in NetCDF format. If you want to use this dataset, please cite the following publication. 

--He, Q., Cao, J., Saide, P. E., Ye, T., & Wang, W. (2024). Unraveling the Influence of Satellite-Observed Land Surface Temperature on High-Resolution Mapping of Ground-Level Ozone Using Interpretable Machine Learning. Environmental Science & Technology. [url]

 

We are going to archive the daily dataset between 2000 to 2020 and it will be published here! If you want to use the daily data now, please contact us via qqhe@whut.edu.cn.

 

We also share other atmopsheric reconstruction datasets:

For full-coverage, 1-km, AOD data in China, please go to harvard dataverse. This dataset was imputed based on MODIS MAIAC 1-km AOD retrievals.

For full-coverage, 1-km, CO2 data in China, please go to 10.5281/zenodo.10022904. This dataset was reconstructed based on OCO-2 XCO2 retrievals and machine learning algorithm.

For full-covereage, 1-km, PM2.5 data in China, please go to 10.5281/zenodo.8437234 or 10.5281/zenodo.8347128.

 

If you have any questions or comments, please feel free to contact us via qqhe@whut.edu.cn
DOI: 10.15468/dl.qsf25x
title: Occurrence Download

description: A dataset containing 436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum brazzavillense Franch.",
 "Continent is Africa"
 ]
}

 The dataset includes 436 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018331-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3xss7
title: Occurrence Download

description: A dataset containing 1693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum coloratum L.",
 "Continent is Africa"
 ]
}

 The dataset includes 1693 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018332-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g836ws
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum comorense Mez",
 "Continent is Africa"
 ]
}

 The dataset includes 243 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018333-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u98nmw
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Crotalus intermedius Troschel, 1865"
 ]
}

 The dataset includes 299 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018334-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyhzjc
title: Occurrence Download

description: A dataset containing 803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum dregeanum Nees",
 "Continent is Africa"
 ]
}

 The dataset includes 803 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018335-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13020/pvna-6525
title: Data for Evolving Mineralogy and Reactivity of Hematite-Coated Sands During Reduction by Fe(II) of 4-Chloronitrobenzene in Column Reactors

description: This study explores the reaction of contaminants mediated by iron oxide minerals in a column reactor that simulated iron reducing groundwater conditions.
Reaction of the model nitroaromatic pollutant with hematite-coated sand in column reactors leads to growth of goethite and evolving reactivity due to changes in accessible surface area.
Data collected include concentrations of the model pollutant (4-chloronitrobenzene) and its reaction product, the amount of new iron oxide mineral formed, and chloride concentrations in tracer studies.
description: High performance liquid chromatography data for the reaction of 4-chloronitrobenzene to 4-chloroaniline mediated by ferrous iron (Fe(II)) associated with the mineral hematite in column reactors
Inductively coupled plasma optical emission spectroscopy measurements of the iron iron material generated by oxidative growth 
Ion selective electrode measurements of chloride during tracer tests of the columns.
DOI: 10.5066/f757192k
title: Aerial Image of Alaska's Arctic Coastal Plain, 1955

description: This dataset is comprised of one geo-referenced aerial image from the National Petroleum Reserve - Alaska (NPRA) on Alaska's Arctic Coastal Plain taken on 21 June 1955 by the U.S. Air Force and obtained from the Earth Resources Observation and Science (EROS) Center using the USGS EarthExplorer website in 2013. The image represents a historical snapshot of the landscape from that time.
DOI: 10.15468/dl.z6cbsn
title: Occurrence Download

description: A dataset containing 405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum ecklonii Nees",
 "Continent is Africa"
 ]
}

 The dataset includes 405 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018337-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.