cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25225535.v1
title: Large disagreements in estimates of urban land across scales and their implications

description: This repository includes country wise, grid wise, and region wise summaries of urban land cover from various global estimates for the past, present, and future (in csv format).

MODIS: Moderate Resolution Imaging Spectroradiometer Land Cover Type Version 6.1
Countries_urban_area_highres_revise/ESA: European Space Agency Climate Change Initiative Land Cover
GISA: Global impervious surface area
CGLS: Copernicus Global Land Service Dynamic Land Cover map
WSF: World Settlement Footprint 
Esri: Environmental Systems Research Institute, Inc land Cover
ESA WorldCover:European Space Agency WorldCover
Dyn: Dynamic World
GUF: Global Urban Footprint
GAIA: Global Annual Impervious Area
WSE: World Settlement Evolution
GLC10: Finer Resolution Observation and Monitoring of Global Land Cover 10m
GHSL: Global Human Settlement Layer


Estimates of the surface urban heat island intensity (SUHI) and urban areas in flood zones are also provided in csv format.

The geotiff files are raster images of urban land cover for two highly urbanized regions (Shanghai, China and Delhi, India).

Finally, the .js files are Earth Engine scripts to process the global datasets.
DOI: 10.15468/dl.yq8utm
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leucothoe griffithiana C.B.Clarke)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001904-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahwc5h
title: Occurrence Download

description: A dataset containing 1484 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tlalocohyla picta (Günther, 1901)"
 ]
}

 The dataset includes 1484 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001906-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2peemf
title: Occurrence Download

description: A dataset containing 5970 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"1318874","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 5970 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001905-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48366/r753891
title: Methods for identifying coordinated inauthentic behavior of the accounts on social networks

description: Methods for identifying coordinated inauthentic behavior of the accounts on social networks (Twitter and Facebook) are described.
DOI: 10.15468/dl.4a9ffj
title: Occurrence Download

description: A dataset containing 1903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Illicium angustisepalum A.C.Sm., Illicium arborescens Hayata, Illicium brevistylum A.C.Sm., Illicium burmanicum E.H.Wilson, Illicium ekmanii A.C.Sm., Illicium floridanum J.Ellis, Illicium griffithii Hook.fil. & Thomson, Illicium henryi Diels, Illicium hottense A.Guerrero, Illicium jiadifengpi B.N.Chang, Illicium lanceolatum A.C.Sm., Illicium macranthum A.C.Sm., Illicium majus Hook.fil. & Thomson, Illicium merrillianum A.C.Sm., Illicium mexicanum A.C.Sm., Illicium micranthum Dunn, Illicium modestum A.C.Sm., Illicium parviflorum Michx., Illicium parvifolium Merr., Illicium peninsulare A.C.Sm., Illicium petelotii A.C.Sm., Illicium philippinense Merr., Illicium ridleyanum A.C.Sm., Illicium simonsii Maxim., Illicium stapfii Merr., Illicium sumatranum A.C.Sm., Illicium tashiroi Maxim., Illicium tenuifolium (Ridl.) A.C.Sm., Illicium ternstroemioides A.C.Sm., Illicium tsaii A.C.Sm., Illicium verum Hook.fil., Illicium wardii A.C.Sm.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 1903 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001908-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.et52e2
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"1401816","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001911-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7694115
title: A Submesoscale Eddy Identification Dataset Derived from GOCI I Chlorophyll–a Data based on Deep Learning

description: This is an observational dataset on submesoscale eddies, which obtains from high–resolution chlorophyll–a distribution images from GOCI I. We employed a combination of digital image processing, filtering, YOLOv7–X, and small object detection techniques, along with specific chlorophyll image enhancement processing, to extract information on submesoscale eddies, including their time, polarity, geographical coordinates of the eddy center, eddy radius, coordinates of the upper left and lower right corners of the prediction box, area of the eddy's inner ellipse, and confidence score, which covers eight daily periods between 00:00 and 08:00 (UTC) from April 1, 2011, to March 31, 2021. We identified a total of 19,136 anticyclonic eddies and 93,897 cyclonic eddies at a confidence threshold of 0.2. The mean radius of anticyclonic eddies is 24.44 km (range 2.5 km to 44.25 km), while that of cyclonic eddies is 12.34 km (range 1.75 km to 44 km). The unprecedented hourly resolution dataset on submesoscale eddies provides information on their distribution, morphology, and energy dissipation, making it a significant contribution to understanding marine environments and ecosystems, as well as improving climate model predictions. The article doi associated with this dataset is https://doi.org/10.5194/essd-2023-138.
DOI: 10.5281/zenodo.8254335
title: A Submesoscale Eddy Identification Dataset Derived from GOCI I Chlorophyll–a Data based on Deep Learning

description: This is an observational dataset on submesoscale eddies, which obtains from high–resolution chlorophyll–a distribution images from GOCI I. We employed a combination of digital image processing, filtering, YOLOv7–X, and small object detection techniques, along with specific chlorophyll image enhancement processing, to extract information on submesoscale eddies, including their time, polarity, geographical coordinates of the eddy center, eddy radius, coordinates of the upper left and lower right corners of the prediction box, area of the eddy's inner ellipse, and confidence score, which covers eight daily periods between 00:00 and 08:00 (UTC) from April 1, 2011, to March 31, 2021. We identified a total of 19,136 anticyclonic eddies and 93,897 cyclonic eddies at a confidence threshold of 0.2. The mean radius of anticyclonic eddies is 24.44 km (range 2.5 km to 44.25 km), while that of cyclonic eddies is 12.34 km (range 1.75 km to 44 km). The unprecedented hourly resolution dataset on submesoscale eddies provides information on their distribution, morphology, and energy dissipation, making it a significant contribution to understanding marine environments and ecosystems, as well as improving climate model predictions. The article doi associated with this dataset is https://doi.org/10.5194/essd-2023-138.
DOI: 10.15468/dl.7hhcdj
title: Occurrence Download

description: A dataset containing 757 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tlalocohyla godmani (Günther, 1901)"
 ]
}

 The dataset includes 757 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001912-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yhhmv
title: Occurrence Download

description: A dataset containing 4980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Catalpa speciosa (Warder ex Barney) Warder ex Engelm."
 ]
}

 The dataset includes 4980 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001915-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qp397
title: Occurrence Download

description: A dataset containing 2312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acropora muricata (Linnaeus, 1758)"
 ]
}

 The dataset includes 2312 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001910-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmsdh9
title: Occurrence Download

description: A dataset containing 2305 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"1749591","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 2305 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001916-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vwj9j
title: Occurrence Download

description: A dataset containing 4295 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tlalocohyla smithii (Boulenger, 1902)"
 ]
}

 The dataset includes 4295 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001917-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13960992
title: COMPAIR traffic and air quality sensor data

description: Sensor data regarding traffic and air quality was gathered as part of the EU Horizon2020 COMPAIR project in Europe. The pilot cities/regions are Berlin, Athens, Sofia, Plovdiv, and Flanders.During the project, the data was published through an OGC SensorThings API. To persist after the project, the air quality related are available as CSV exports, with the retention of the API's structure (Location, Thing, Datastream, Sensor, ObservedProperty, and Observation). Observations about air quality contain sensor readings regarding nitrodioxide (NO2), black carbon (BC), particulate matter (PM1.0, PM2.5 and PM10), humidity and temperature. The NO2 observations are calibrated data streams.The traffic observations remain available through the API of the Telraam platform.
DOI: 10.5281/zenodo.13960993
title: COMPAIR traffic and air quality sensor data

description: Sensor data regarding traffic and air quality was gathered as part of the EU Horizon2020 COMPAIR project in Europe. The pilot cities/regions are Berlin, Athens, Sofia, Plovdiv, and Flanders.During the project, the data was published through an OGC SensorThings API. To persist after the project, the air quality related are available as CSV exports, with the retention of the API's structure (Location, Thing, Datastream, Sensor, ObservedProperty, and Observation). Observations about air quality contain sensor readings regarding nitrodioxide (NO2), black carbon (BC), particulate matter (PM1.0, PM2.5 and PM10), humidity and temperature. The NO2 observations are calibrated data streams.The traffic observations remain available through the API of the Telraam platform.
DOI: 10.15468/dl.mbjs9t
title: Occurrence Download

description: A dataset containing 585 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"1769543","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 585 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001918-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49c596
title: Occurrence Download

description: A dataset containing 690 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Grylloblatta Walker, 1914, Grylloblatta marmoreus Schoville, 2012, Grylloblattidae, Mantophasmatidae)"
 ]
}

 The dataset includes 690 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001919-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22000/604
title: Analytical data belonging to the publication "Resolving the different bulk moduli within individual soft nanogels using small-angle neutron scattering"

description: The bulk modulus, K, quantifies the elastic response of an object to an isotropic compression. For soft compressible colloids, knowing K is essential to accurately predict the suspension response to crowding. Most colloids have complex architectures characterized by different softness, which, additionally, depends on compression. In this article, we determine the different values of K for the various morphological parts of individual nanogels and probe the changes of K with compression. Our method uses a partially-deuterated polymer, which exerts the required isotropic stress, and small-angle neutron scattering with contrast matching to determine the form factor of the particles without any scattering contribution from the polymer. We show a clear difference in softness, compressibility and evolution of $K$ between the shell of the nanogel, and the rest of the particle, depending on the amount of crosslinker used in their synthesis.
description: SANS
description: Data collected at PSI (SANS I) and ILL (D11)
DOI: 10.15468/dl.vsbmfj
title: Occurrence Download

description: A dataset containing 8713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Casuarina equisetifolia L."
 ]
}

 The dataset includes 8713 records from 319 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001920-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2344yn
title: Occurrence Download

description: A dataset containing 1070 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Exerodonta sumichrasti Brocchi, 1879"
 ]
}

 The dataset includes 1070 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001922-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2sebz
title: Occurrence Download

description: A dataset containing 2887 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"2049739","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 2887 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001923-241024112534372/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.25904044.v1
title: Genome annotation of <i>Serangium japonicum</i>

description: Genome annotation (repeats and protein-coding genes)
DOI: 10.15468/dl.6znhp2
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cassia ×nealiae H.S.Irwin & Barneby"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001924-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4esdpc
title: Occurrence Download

description: A dataset containing 573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.10_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Trogonidae"
 ]
}

 The dataset includes 573 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001926-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9kntk
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Exerodonta bivocata (Duellman & Hoyt, 1961)"
 ]
}

 The dataset includes 87 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001925-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnjqmy
title: Occurrence Download

description: A dataset containing 561 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Exerodonta melanomma (Taylor, 1940)"
 ]
}

 The dataset includes 561 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001928-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13989785
title: A Submesoscale Eddy Identification Dataset Derived from GOCI I Chlorophyll–a Data based on Deep Learning

description: This is an observational dataset on submesoscale eddies, which obtains from high–resolution chlorophyll–a distribution images from GOCI I. We employed a combination of digital image processing, filtering, YOLOv7–X, and small object detection techniques, along with specific chlorophyll image enhancement processing, to extract information on submesoscale eddies, including their time, polarity, geographical coordinates of the eddy center, eddy radius, coordinates of the upper left and lower right corners of the prediction box, area of the eddy's inner ellipse, and confidence score, which covers eight daily periods between 00:00 and 08:00 (UTC) from April 1, 2011, to March 31, 2021. We identified a total of 19,136 anticyclonic eddies and 93,897 cyclonic eddies at a confidence threshold of 0.2. The mean radius of anticyclonic eddies is 24.44 km (range 2.5 km to 44.25 km), while that of cyclonic eddies is 12.34 km (range 1.75 km to 44 km). The unprecedented hourly resolution dataset on submesoscale eddies provides information on their distribution, morphology, and energy dissipation, making it a significant contribution to understanding marine environments and ecosystems, as well as improving climate model predictions. The article doi associated with this dataset is https://doi.org/10.5194/essd-2024-188.