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

description: A dataset containing 580 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myosurus australis F.Muell."
 ]
}

 The dataset includes 580 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010494-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tv6x2d
title: Occurrence Download

description: A dataset containing 4637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cynanthus doubledayi (Bourcier, 1847)",
 "Year 1896-2023"
 ]
}

 The dataset includes 4637 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004105-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8es8qt
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Noctilio leporinus rufescens Pelzeln, 1883",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 33 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000196-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysmluh
title: Occurrence Download

description: A dataset containing 84754 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Niger"
 ]
}

 The dataset includes 84754 records from 231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022731-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhth49
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Anthurium krukovii Croat"
 ]
}

 The dataset includes 35 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004115-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wj8rb8
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dioscorea nipponica Makino",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 263 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000196-170816103707345/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkty8s
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solenocera necopina Burkenroad, 1939"
 ]
}

 The dataset includes 194 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132699-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0oyzds
title: Occurrence Download

description: A dataset containing 53415 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ptilodon capucina (Linnaeus, 1758)"
 ]
}

 The dataset includes 53415 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000196-170925132151566/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhzq64
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pabstiella pleurothalloides (Cogn.) Luer"
 ]
}

 The dataset includes 65 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182495-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a6g9g
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus alba x tremula",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 78 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004110-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3d63u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bradysia zingiberis (Sasakawa, 1985)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209500-220831081235567/datasets/export for details.
DOI: 10.15468/dl.8nw96d
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dyckia elata Mez"
 ]
}

 The dataset includes 22 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185397-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5523b
title: Occurrence Download

description: A dataset containing 3405 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is Europe",
 "Continent is North America",
 "Continent is Asia"
 ]
 },
 {
 "or" : [
 "Country is Sweden",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Country is Denmark",
 "Country is United States of America",
 "Country is Norway",
 "Country is Slovenia",
 "Country is France",
 "Country is Finland",
 "Country is Spain",
 "Country is Canada",
 "Country is Netherlands",
 "Country is Andorra",
 "Country is Germany",
 "Country is Italy",
 "Country is Portugal",
 "Country is Austria",
 "Country is Czechia",
 "Country is Hungary",
 "Country is Costa Rica",
 "Country is Korea, Republic of",
 "Country is Philippines"
 ]
 },
 "TaxonKey is Russula xerampelina (Schaeff.) Fr."
 ]
}

 The dataset includes 3405 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137864-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59rd62
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Navia brocchinioides L.B.Sm."
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182496-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fclfeb
title: Occurrence Download

description: A dataset containing 44181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((89.56054687499999 28.14950321154457, 89.2529296875 27.800209937418252, 88.9892578125 27.410785702577023, 88.76953125 27.176469131898898, 89.12109375 26.902476886279832, 89.56054687499999 26.78484736105119, 89.89013671875 26.70635985763354, 90.19775390625 26.765230565697458, 90.28564453124999 26.88288045572338, 91.0546875 26.78484736105119, 91.62597656249999 26.86328062676624, 92.0654296875 26.941659545381516, 92.1533203125 27.332735136859146, 91.636962890625 27.537500308359462, 91.636962890625 27.819644755099446, 91.40625 28.07198030177986, 90.95581054687499 28.023500048883022, 90.52734374999999 28.110748760633534, 90.087890625 28.14950321154457, 89.56054687499999 28.14950321154457))",
 "DatasetKey is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 44181 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000196-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lkjaph
title: Occurrence Download

description: A dataset containing 12330 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis aureus Linnaeus, 1758"
 ]
}

 The dataset includes 12330 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022722-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4c5gz
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peperomia erythrostachya Trel."
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182497-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jrby2
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Geometry POLYGON((-2.09549 5.07455,-2.0827 5.05459,-2.05664 5.05617,-2.02411 5.06833,-2.00626 5.08699,-2.00804 5.11099,-2.0098 5.12349,-2.04227 5.14327,-2.06426 5.12432,-2.08568 5.12432,-2.09549 5.10299,-2.07497 5.09055,-2.09549 5.07455))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 184 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007142-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3chqry
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myosurus cupulatus S.Watson"
 ]
}

 The dataset includes 246 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010495-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skqcf4
title: Occurrence Download

description: A dataset containing 55729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "DecimalLatitude is greater than 38.6096618115356",
 "DecimalLatitude is less than 39.1528177952205",
 "DecimalLongitude is greater than -77.3856681594551",
 "DecimalLongitude is less than -76.6921041778371"
 ]
}

 The dataset includes 55729 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000196-171109162308116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqb9dd
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90.69471 -57.80071,-25.66485 -57.80071,-25.66485 16.73628,-90.69471 16.73628,-90.69471 -57.80071))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is ada9d123-ddb4-467d-8891-806ea8d94230",
 "TaxonKey is one of (Bubo virginianus (J.F.Gmelin, 1788), Pulsatrix perspicillata (Latham, 1790), Megascops choliba (Vieillot, 1817), Glaucidium brasilianum (J.F.Gmelin, 1788), Athene cunicularia (Molina, 1782), Tyto alba (Scopoli, 1769))"
 ]
}

 The dataset includes 41 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013194-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ux4je6
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paspalum seminudum (A.G.Burm.) S.Denham"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182498-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmo8pc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-16.05106 27.48966,-16.05106 28.29304,-14.44431 28.29304,-14.44431 27.48966,-16.05106 27.48966))",
 "HasCoordinate is true",
 "TaxonKey is Serapias parviflora Parl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000196-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvvgwz
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monticalia guicanensis (Cuatrec.) C.Jeffrey"
 ]
}

 The dataset includes 59 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182499-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9294pd
title: Occurrence Download

description: A dataset containing 1487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-23.46194 27.62309,68.46194 27.62309,68.46194 64.37691,-23.46194 64.37691,-23.46194 27.62309))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Neomys anomalus Cabrera, 1907",
 "Year 2000-2022"
 ]
}

 The dataset includes 1487 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000842-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.miwyqz
title: Occurrence Download

description: A dataset containing 1928 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monophyllus redmani Leach, 1821"
 ]
}

 The dataset includes 1928 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000197-150204170955391/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hc4hfp
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dyckia estevesii Rauh"
 ]
}

 The dataset includes 28 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185409-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i0xe1c
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctalus azoreum (Thomas, 1901)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000197-150210113312293/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5d8b9
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castanopsis boisii Hickel & A.Camus"
 ]
}

 The dataset includes 49 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004118-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2ktfm
title: Occurrence Download

description: A dataset containing 1574 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myscelia ethusa (Doyère, 1840)"
 ]
}

 The dataset includes 1574 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000197-150215220751508/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jaalqh
title: Occurrence Download

description: A dataset containing 1742 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passiflora cincinnata Mast."
 ]
}

 The dataset includes 1742 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004473-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fretam
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Switzerland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mustela nivalis nivalis",
 "Year 1000-1970"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031832-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gy34kj
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schefflera monticola Ridl."
 ]
}

 The dataset includes 18 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033810-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10727431
title: Mediterranean Sea Super Resolved Geostrophic Currents

description: Super Resolved Geostrophic Surface Currents for the Mediterranean Sea (2008-01-02 to 2019-12-31) computed by means of Convolutional Neural Networks (CNNs) and Generated using E.U. Copernicus Marine Service Information. The generation algorithm is described in Ciani et al. 2024 (https://egusphere.copernicus.org/preprints/2024/egusphere-2024-1164/) and Buongiorno Nardelli et al. 2022. 

The main directory contains 5 subfolders:



ADT_MFSeas4_Copernicus. Daily data for the year 2017: please refer to Clementi et al. 2019;

ADT_MFSeas4_OI_synth_MAP_MED_DT2018_4SAT (Satellite Equivalent Absolute Dynamic Topography, SE-ADT). Daily data for the year 2017: the generation is detailed in Ciani et al. 2021 (section 2.1, item #3);

SST_MFSeas4_Copernicus. Daily data for the year 2017: please refer to Clementi et al. 2019;

SST_MFSeas4_OI_synth_MAP_MED_HR (Satellite Equivalent Sea Surface Temperature, SE-SST), Daily data for the year 2017: the SE-SSTs merge infromation from SST_MFSeas4_Copernicus  with the multi-sensor L3S satellite SSTs for the Mediterranean Area (product ID: SST_MED_SST_L3S_NRT_OBSERVATIONS_010_012). Such L3S SSTs have gaps where infrared SST retrieval is impossible (e.g., due to cloud cover) or where single-sensor satellite SSTs are deemed of poor quality.  Choosing the data contained in subfolder #3, a synthetic model-derived L3S SST time series was generated introducing synthetic gaps in the original modelled SSTs. Subsequently, gap-free SSTs, along with an estimate of uncertainty, are generated using standard Optimal Interpolation (OI) via a dedicated algorithm, following methods outlined in Buongiorno Nardelli et al. (2013);

dADR-SR_ADT_SST_dtSST_MED: super-resolved geostrophic currents. daily data (2008-01-02 to 2019-12-31). This dataset is generated using E.U. Copernicus Marine Service data of gridded gap-free (Level 4) ADTs and SSTs over the Mediterranean Area and employing a CNN trained by means of the dataset contained in the subfolders 1-4. The CNN architecture/algorithm is described in Ciani et al. (submitted) and Buongiorno Nardelli et al. 2022.


All data are provided in NetCDF format
DOI: 10.5281/zenodo.10727432
title: Mediterranean Sea Super Resolved Geostrophic Currents

description: Super Resolved Geostrophic Surface Currents for the Mediterranean Sea (2008-01-02 to 2019-12-31) computed by means of Convolutional Neural Networks (CNNs) and Generated using E.U. Copernicus Marine Service Information. The generation algorithm is described in Ciani et al. 2024 (https://egusphere.copernicus.org/preprints/2024/egusphere-2024-1164/) and Buongiorno Nardelli et al. 2022. 

The main directory contains 5 subfolders:



ADT_MFSeas4_Copernicus. Daily data for the year 2017: please refer to Clementi et al. 2019;

ADT_MFSeas4_OI_synth_MAP_MED_DT2018_4SAT (Satellite Equivalent Absolute Dynamic Topography, SE-ADT). Daily data for the year 2017: the generation is detailed in Ciani et al. 2021 (section 2.1, item #3);

SST_MFSeas4_Copernicus. Daily data for the year 2017: please refer to Clementi et al. 2019;

SST_MFSeas4_OI_synth_MAP_MED_HR (Satellite Equivalent Sea Surface Temperature, SE-SST), Daily data for the year 2017: the SE-SSTs merge infromation from SST_MFSeas4_Copernicus  with the multi-sensor L3S satellite SSTs for the Mediterranean Area (product ID: SST_MED_SST_L3S_NRT_OBSERVATIONS_010_012). Such L3S SSTs have gaps where infrared SST retrieval is impossible (e.g., due to cloud cover) or where single-sensor satellite SSTs are deemed of poor quality.  Choosing the data contained in subfolder #3, a synthetic model-derived L3S SST time series was generated introducing synthetic gaps in the original modelled SSTs. Subsequently, gap-free SSTs, along with an estimate of uncertainty, are generated using standard Optimal Interpolation (OI) via a dedicated algorithm, following methods outlined in Buongiorno Nardelli et al. (2013);

dADR-SR_ADT_SST_dtSST_MED: super-resolved geostrophic currents. daily data (2008-01-02 to 2019-12-31). This dataset is generated using E.U. Copernicus Marine Service data of gridded gap-free (Level 4) ADTs and SSTs over the Mediterranean Area and employing a CNN trained by means of the dataset contained in the subfolders 1-4. The CNN architecture/algorithm is described in Ciani et al. (submitted) and Buongiorno Nardelli et al. 2022.


All data are provided in NetCDF format
DOI: 10.5281/zenodo.10998001
title: Supplementary Materials-Raw Data
DOI: 10.5281/zenodo.10998000
title: Supplementary Materials-Raw Data