cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.h5ff2g
title: Occurrence Download

description: A dataset containing 1417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Alouatta caraya (Humboldt, 1812)",
 "Year 1000-2024"
 ]
}

 The dataset includes 1417 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185862-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nt487a
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psammisia pinnata Pedraza"
 ]
}

 The dataset includes 35 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185866-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xduftt
title: Occurrence Download

description: A dataset containing 1688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Leiocephalus personatus Schwartz & Henderson, 1988",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1688 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002021-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84ycnf
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Morpho peleides Kollar, 1850"
 ]
}

 The dataset includes 301 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250497-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcr8vz
title: Occurrence Download

description: A dataset containing 6494 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caesio cuning (Bloch, 1791)"
 ]
}

 The dataset includes 6494 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051656-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pk07fc
title: Occurrence Download

description: A dataset containing 15023 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diabrotica Chevrolat, 1836"
 ]
}

 The dataset includes 15023 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002021-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jm52vp
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Virgilia divaricata Adamson"
 ]
}

 The dataset includes 75 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250502-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrscut
title: Occurrence Download

description: A dataset containing 1753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Swertia japonica (Schult.) Makino"
 ]
}

 The dataset includes 1753 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051653-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8cwss
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genarchella isabellae (Lamothe-Argumedo, 1977)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 100 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002022-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66knsh
title: Occurrence Download

description: A dataset containing 4786 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 {
 "or" : [
 "Country is South Africa",
 "Country is Namibia",
 "Country is Kenya",
 "Country is Ethiopia",
 "Country is Malawi",
 "Country is Eswatini",
 "Country is Tanzania, United Republic of",
 "Country is Burundi",
 "Country is Rwanda",
 "Country is Uganda"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Virgilia divaricata Adamson",
 "TaxonKey is Pinus radiata D.Don",
 "TaxonKey is Pinus pinaster Aiton",
 "TaxonKey is Oncorhynchus mykiss (Walbaum, 1792)",
 "TaxonKey is Hakea sericea Schrad. & J.C.Wendl.",
 "TaxonKey is Acacia saligna (Labill.) H.L.Wendl.",
 "TaxonKey is Acacia mearnsii De Wild.",
 "TaxonKey is Acacia cyclops A.Cunn. ex G.Don"
 ]
 }
 ]
}

 The dataset includes 4786 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250514-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6k4wz
title: Occurrence Download

description: A dataset containing 1166 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phytotoma raimondii Taczanowski, 1883"
 ]
}

 The dataset includes 1166 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051647-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i4w9mq
title: Occurrence Download

description: A dataset containing 116867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picea abies (L.) H.Karst.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 116867 records from 409 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002022-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13179746
title: The effect of uncertainty in humidity and model parameters on the prediction of contrail energy forcing

description: Previous work has shown that while the net effect of aircraft condensation trails (contrails) on theclimate is warming, the exact magnitude of the energy forcing per meter of contrail remains uncertain.In this paper, we explore the skill of a Lagrangian contrail model (CoCiP) in identifying flightsegments with high contrail energy forcing. We find that skill is greater than climatologicalpredictions alone, even accounting for uncertainty in weather fields and model parameters.

We estimate the uncertainty in weather by using the ensemble ERA5 weather reanalysis from the EuropeanCentre for Medium-Range Weather Forecasts (ECMWF) as Monte Carlo inputs to CoCiP. We unbias and correctunder-dispersion on the ERA5 humidity data by forcing a match to the distribution of in situ humiditymeasurements taken at cruising altitude. We set aside CoCiP energy forcing estimates calculated usingone of the ensemble members as a proxy for ground truth, and report the skill of CoCiP in identifyingsegments with large positive proxy energy forcing. We further estimate the uncertainty in the modelparameters in CoCiP by performing Monte Carlo simulations with CoCiP model parameters drawn fromuncertainty distributions consistent with the literature.

When CoCiP outputs are averaged over seasons to form climatological predictions, the skill inpredicting the proxy is 44%, while the skill of per-flight CoCiP outputs is 84%. If these results carryover to the true (unknown) contrail EF, they indicate that per-flight energy forcing predictions canreduce the number of potential contrail avoidance route adjustments by 2x, hence reducing both the costand fuel impact of contrail avoidance.
DOI: 10.5281/zenodo.12746362
title: The effect of uncertainty in humidity and model parameters on the prediction of contrail energy forcing

description: Previous work has shown that while the net effect of aircraft condensation trails (contrails) on theclimate is warming, the exact magnitude of the energy forcing per meter of contrail remains uncertain.In this paper, we explore the skill of a Lagrangian contrail model (CoCiP) in identifying flightsegments with high contrail energy forcing. We find that skill is greater than climatologicalpredictions alone, even accounting for uncertainty in weather fields and model parameters.

We estimate the uncertainty in weather by using the ensemble ERA5 weather reanalysis from the EuropeanCentre for Medium-Range Weather Forecasts (ECMWF) as Monte Carlo inputs to CoCiP. We unbias and correctunder-dispersion on the ERA5 humidity data by forcing a match to the distribution of in situ humiditymeasurements taken at cruising altitude. We set aside CoCiP energy forcing estimates calculated usingone of the ensemble members as a proxy for ground truth, and report the skill of CoCiP in identifyingsegments with large positive proxy energy forcing. We further estimate the uncertainty in the modelparameters in CoCiP by performing Monte Carlo simulations with CoCiP model parameters drawn fromuncertainty distributions consistent with the literature.

When CoCiP outputs are averaged over seasons to form climatological predictions, the skill inpredicting the proxy is 44%, while the skill of per-flight CoCiP outputs is 84%. If these results carryover to the true (unknown) contrail EF, they indicate that per-flight energy forcing predictions canreduce the number of potential contrail avoidance route adjustments by 2x, hence reducing both the costand fuel impact of contrail avoidance.
DOI: 10.5281/zenodo.12746363
title: The effect of uncertainty in humidity and model parameters on the prediction of contrail energy forcing

description: Previous work has shown that while the net effect of aircraft condensation trails (contrails) on theclimate is warming, the exact magnitude of the energy forcing per meter of contrail remains uncertain.In this paper, we explore the skill of a Lagrangian contrail model (CoCiP [42]) in identifying flightsegments with high contrail energy forcing. We find that skill is greater than climatologicalpredictions alone, even accounting for uncertainty in weather fields and model parameters.

We estimate the uncertainty in weather by using the ensemble ERA5 weather reanalysis from the EuropeanCentre for Medium-Range Weather Forecasts (ECMWF) as Monte Carlo inputs to CoCiP. We unbias and correctunder-dispersion on the ERA5 humidity data by forcing a match to the distribution of in situ humiditymeasurements taken at cruising altitude. We set aside CoCiP energy forcing estimates calculated usingone of the ensemble members as a proxy for ground truth, and report the skill of CoCiP in identifyingsegments with large positive proxy energy forcing. We further estimate the uncertainty in the modelparameters in CoCiP by performing Monte Carlo simulations with CoCiP model parameters drawn fromuncertainty distributions consistent with the literature.

When CoCiP outputs are averaged over seasons to form climatological predictions, the skill inpredicting the proxy is 44%, while the skill of per-flight CoCiP outputs is 84%. If these results carryover to the true (unknown) contrail EF, they indicate that per-flight energy forcing predictions canreduce the number of potential contrail avoidance route adjustments by 2x, hence reducing both the costand fuel impact of contrail avoidance.
DOI: 10.5281/zenodo.13743046
title: The effect of uncertainty in humidity and model parameters on the prediction of contrail energy forcing

description: Previous work has shown that while the net effect of aircraft condensation trails (contrails) on theclimate is warming, the exact magnitude of the energy forcing per meter of contrail remains uncertain.In this paper, we explore the skill of a Lagrangian contrail model (CoCiP) in identifying flightsegments with high contrail energy forcing. We find that skill is greater than climatologicalpredictions alone, even accounting for uncertainty in weather fields and model parameters.

We estimate the uncertainty in weather by using the ensemble ERA5 weather reanalysis from the EuropeanCentre for Medium-Range Weather Forecasts (ECMWF) as Monte Carlo inputs to CoCiP. We unbias and correctunder-dispersion on the ERA5 humidity data by forcing a match to the distribution of in situ humiditymeasurements taken at cruising altitude. We set aside CoCiP energy forcing estimates calculated usingone of the ensemble members as a proxy for ground truth, and report the skill of CoCiP in identifyingsegments with large positive proxy energy forcing. We further estimate the uncertainty in the modelparameters in CoCiP by performing Monte Carlo simulations with CoCiP model parameters drawn fromuncertainty distributions consistent with the literature.

When CoCiP outputs are averaged over seasons to form climatological predictions, the skill inpredicting the proxy is 44%, while the skill of per-flight CoCiP outputs is 84%. If these results carryover to the true (unknown) contrail EF, they indicate that per-flight energy forcing predictions canreduce the number of potential contrail avoidance route adjustments by 2x, hence reducing both the costand fuel impact of contrail avoidance.
DOI: 10.15468/dl.d8uksa
title: Occurrence Download

description: A dataset containing 5493 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum secundum Jacq."
 ]
}

 The dataset includes 5493 records from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010691-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9kgs5
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Thunnus alalunga (Bonnaterre, 1788)"
 ]
}

 The dataset includes 47 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010692-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwm8z9
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-120.78175 -19.62603,34.78175 -19.62603,34.78175 42.62603,-120.78175 42.62603,-120.78175 -19.62603))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coryphaenoides mexicanus (Parr, 1946)"
 ]
}

 The dataset includes 39 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010693-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5w27f
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "StateProvince is Sonora",
 "TaxonKey is one of (Peromyscus leucopus (Rafinesque, 1818), Peromyscus maniculatus (Wagner, 1845), Peromyscus labecula Elliot, 1903, Peromyscus melanotis J.A.Allen & Chapman, 1897, Peromyscus sonoriensis (Le Conte, 1853))"
 ]
}

 The dataset includes 282 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010694-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zz9wv
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pilosocereus arrabidae (Lem.) Byles & G.D.Rowley"
 ]
}

 The dataset includes 239 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010695-240906103802322/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/9361420
title: Reddit Depression Dataset
DOI: 10.15468/dl.db8frk
title: Occurrence Download

description: A dataset containing 18545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tursiops truncatus (Montagu, 1821)"
 ]
}

 The dataset includes 18545 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010696-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pz5d5
title: Occurrence Download

description: A dataset containing 1187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Inia geoffrensis (Blainville, 1817)"
 ]
}

 The dataset includes 1187 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010697-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxwn9v
title: Occurrence Download

description: A dataset containing 399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((122.38631 28.58514,179.03347 28.58514,179.03347 51.23430,122.38631 51.23430,122.38631 28.58514))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bulbostylis densa (Wall.) Hand.-Mazz."
 ]
}

 The dataset includes 399 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010698-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13742765
title: Woody cover and geology as stabilising forces in semi-arid savannas

description: Data accompanying the paper:

L.M. Vermeulen, B. Verbist, K. Van Meerbeek, J. Slingsby, P.N. Bernardino, B. Somers. 2024. Woody cover and geology as stabilising forces in semi-arid savannas.
DOI: 10.5281/zenodo.13742766
title: Woody cover and geology as stabilising forces in semi-arid savannas

description: Data accompanying the paper:

L.M. Vermeulen, B. Verbist, K. Van Meerbeek, J. Slingsby, P.N. Bernardino, B. Somers. 2024. Woody cover and geology as stabilising forces in semi-arid savannas.
DOI: 10.6084/m9.figshare.26891374
title: Image 15_Airyscan Processing 103 EP FULL FRAME RESAMPLED CROPPED #4 15 MINS POST.ims

description: mMaple-HIM-3, early pachytene
DOI: 10.6084/m9.figshare.26891374.v1
title: Image 15_Airyscan Processing 103 EP FULL FRAME RESAMPLED CROPPED #4 15 MINS POST.ims

description: mMaple-HIM-3, early pachytene
DOI: 10.15468/dl.hh7s97
title: Occurrence Download

description: A dataset containing 420440 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Montiaceae"
 ]
}

 The dataset includes 420440 records from 1359 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010637-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/8yiijx
title: PDB: 4RGN: Staphylococcal Enterotoxin B bound to neutralizing mAb 14g8 (310K, 37°C, 500 ns)

description: PDB: 4RGN: Staphylococcal Enterotoxin B bound to neutralizing mAb 14g8 (310K, 37°C, 500 ns)
DOI: 10.5281/zenodo.17761919
title: Flowers
DOI: 10.15468/dl.jky5mx
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cajanus rugosus",
 "Year 1950-2025"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015504-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffvxr3
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Populus alba pyramidalis",
 "Year 1970-2023"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015505-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sksuz2
title: Occurrence Download

description: A dataset containing 4961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Microtus lusitanicus"
 ]
}

 The dataset includes 4961 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015506-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptzwwy
title: Occurrence Download

description: A dataset containing 328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prunus armeniaca",
 "Year 1970-2023"
 ]
}

 The dataset includes 328 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015508-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvugcn
title: Occurrence Download

description: A dataset containing 8871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Collomia grandiflora",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8871 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015507-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.