cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.y3zw97
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psilochorus simoni",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057104-250827131500795/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.30118240.v1
title: Datasets from laboratory and field measurements examining soil water status effects on CO₂ emissions

description: We compiled soil water-filled pore space and soil water content data, along with O<sub>2</sub> concentration measurements, from four sites within global cold and wet ecoystems to verify the impact of soil water status on O<sub>2</sub> diffusion in soils. Results from 21 laboratory incubation experiments were also collected to examine the effects of high (aerobic) and low (anaerobic) soil O<sub>2</sub> conditions on soil CO<sub>2</sub> emissions. Meanwhile, we compiled eddy covariance and chamber-based measurements of ecosystem respiration and soil respiration, along with observations of soil water content or ground water table level, from 107 filed sites to analyze impacts of soil water status on soil CO<sub>2</sub> emissions at ecosystem level.
DOI: 10.15468/dl.tcsxhy
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maoricardium setosum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 166 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057106-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wytfj
title: Occurrence Download

description: A dataset containing 28180 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanula cervicaria"
 ]
}

 The dataset includes 28180 records from 292 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057105-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xp4dkj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psilochorus simoni",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057108-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ke4jcn
title: Occurrence Download

description: A dataset containing 9198994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Australia)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2022",
 "Year is less than or equal to 2022"
 ]
}

 The dataset includes 9198994 records from 189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057049-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6u8zb
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Carassius gibelio"
 ]
}

 The dataset includes 88 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057109-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjtqcw
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Ctenopharyngodon idella"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057110-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rynuu
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psilochorus simoni",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057111-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2p4ws
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mexicardia procera",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 254 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057112-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spjn6d
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Gambusia holbrooki"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057114-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17014658
title: Dataset: Parameter estimation with uncertainty quantification from continuous measurement data using neural network ensembles

description: Dataset for the paper Parameter estimation with uncertainty quantification from photon measurement data using neural network ensembles. The training and validation data used to train all models in the work are presented as .npy files for easy use with the NumPy Python library. The MLflow logs generated for each experiement presented in the paper are stored in the mlruns.zip file. To examine them using the MLflow UI ensure the MLflow package is installed, unzip the file and run the command:

mlflow ui --port 5000

Each MLflow experiement run also contains a log of the random seed used to generate the noise added to the training data for full reproducibility as well as the trained models themselves. 

The test data is the same as the test data uploaded to https://doi.org/10.5281/zenodo.8305509.
DOI: 10.5281/zenodo.17014659
title: Dataset: Parameter estimation with uncertainty quantification from continuous measurement data using neural network ensembles

description: Dataset for the paper Parameter estimation with uncertainty quantification from photon measurement data using neural network ensembles. The training and validation data used to train all models in the work are presented as .npy files for easy use with the NumPy Python library. The MLflow logs generated for each experiement presented in the paper are stored in the mlruns.zip file. To examine them using the MLflow UI ensure the MLflow package is installed, unzip the file and run the command:

mlflow ui --port 5000

Each MLflow experiement run also contains a log of the random seed used to generate the noise added to the training data for full reproducibility as well as the trained models themselves. 

The test data is the same as the test data uploaded to https://doi.org/10.5281/zenodo.8305509.
DOI: 10.15468/dl.75vnw9
title: Occurrence Download

description: A dataset containing 505297 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vicia sepium"
 ]
}

 The dataset includes 505297 records from 2244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056999-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15231768
title: Resilient superconducting-element design with genetic algorithms
DOI: 10.5281/zenodo.15231769
title: Resilient superconducting-element design with genetic algorithms
DOI: 10.15468/dl.zf5aaz
title: Occurrence Download

description: A dataset containing 892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zygochlamys patagonica (P.P.King, 1832)"
 ]
}

 The dataset includes 892 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003335-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3wfg2
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-81.28834 -5.47638,-74.6407 -5.47638,-74.6407 1.84026,-81.28834 1.84026,-81.28834 -5.47638))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 228 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140347-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gexrsp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physalaemus maximus Feio, Pombal & Caramaschi, 1999"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265658-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbyfxn
title: Occurrence Download

description: A dataset containing 1224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythrina velutina Willd."
 ]
}

 The dataset includes 1224 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0406103-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yej6hk
title: Occurrence Download

description: A dataset containing 184987 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Medicago sativa L.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is False",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is less than 180",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180"
 ]
}

 The dataset includes 184987 records from 1211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0419618-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpqk4j
title: Occurrence Download

description: A dataset listing the 3986618 species recorded in GBIF matching the query:
{ }

 The dataset's 3986618 records were derived from 62781 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000027-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yy4xaj
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Consortium of California Herbaria",
 "TaxonKey is Pinus balfouriana Balf."
 ]
}

 The dataset includes 385 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010755-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5t5rc
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((116.12746286916209 26.958243569174975,120.12746286916209 26.958243569174975,120.12746286916209 30.958243569174975,116.12746286916209 30.958243569174975,116.12746286916209 26.958243569174975))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceratopteris thalictroides (L.) Brongn.",
 "Year 1778-2022"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188805-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fau3g4
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limopsis multistriata (Forsskål, 1775)"
 ]
}

 The dataset includes 209 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021193-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbfn7k
title: Occurrence Download

description: A dataset containing 922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Euphyes bimacula (Grote & Robinson, 1867)"
 ]
}

 The dataset includes 922 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188074-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnxyfe
title: Occurrence Download

description: A dataset listing the 3755 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Curaçao",
 "HasCoordinate is true",
 "Year is greater than or equal to 1996",
 "Year is less than 2021",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 3755 records were derived from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141689-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hunb4c
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Momordica charantia L."
 ]
}

 The dataset includes 142 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0326086-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvefn5
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Propithecus diadema Bennett, 1832"
 ]
}

 The dataset includes 166 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188078-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2sndar
title: Occurrence Download

description: A dataset containing 1822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Field Museum of Natural History (Zoology) Mammal Collection",
 "Country is Australia"
 ]
}

 The dataset includes 1822 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330732-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84qzsq
title: Occurrence Download

description: A dataset listing the 136 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trogoniformes"
 ]
}

 The dataset's 136 records were derived from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193414-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cswuqr
title: Occurrence Download

description: A dataset containing 20750 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma Jardine, 1834"
 ]
}

 The dataset includes 20750 records from 355 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017939-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szf11u
title: Occurrence Download

description: A dataset containing 660 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Lonchocarpus leucanthus Burkart",
 "TaxonKey is Muellera campestris (Mart. ex Benth.) M.J.Silva & A.M.G.Azevedo"
 ]
}

 The dataset includes 660 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025280-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zoe31t
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "TaxonKey is Asarum europaeum L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006484-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jherdr
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manis culionensis (de Elera, 1915)"
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104893-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpyszw
title: Occurrence Download

description: A dataset containing 7193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bembidion guttula (Fabricius, 1792), Conognatha haemorrhoidalis (Olivier, 1790))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 7193 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156565-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8o2ec8
title: Occurrence Download

description: A dataset containing 408 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anadara inaequivalvis (Bruguière, 1789)"
 ]
}

 The dataset includes 408 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025281-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejz9tn
title: Occurrence Download

description: A dataset containing 839686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poa pratensis L., Poa annua L., Polygala alpestris Rchb., Polygala calcarea F.W.Schultz)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 839686 records from 959 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159276-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hxdvj
title: Occurrence Download

description: A dataset containing 196496 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Teucrium chamaedrys L."
 ]
}

 The dataset includes 196496 records from 942 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011889-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.