cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17852652
title: Power Spectral Characteristic of Martian Ionospheric Irregularities.

description: The processed data relevant to the manuscript “Power Spectral Characteristics of MartianIonospheric Irregularities”. This repository consists of the Martian ionospheric ambient parametersaveraged for a 3-minute iterative window with a 2-minute overlap obtained from MAVEN’sionospheric passes below 400 km. Each ionospheric pass provides about 16-17 ambient ionosphericvalues, distinct in latitude, longitude, altitude, and local time. The dataset consists of spectral slope values and corresponding error along withthe maximum and minimum scale sizes of irregularities for the 3-minute window. This processed data is based on theelectron density measurements by Langmuir Probe and Wave (LPW), magnetic field observationsby fluxgate magnetometer (MAG), and derived key parameters from the MAVEN spacecraft for theperiod of 2014-2023.

The original raw high-resolution data is available at https://pds-ppi.igpp.ucla.edu.

The detailed description of the dataset parameters is given in the 'Description.pdf' file.
DOI: 10.15468/dl.8wjgrs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.56 -1.422819, 103.489715 -1.428385, 103.42116 -1.444945, 103.356021 -1.472093, 103.295903 -1.509159, 103.242283 -1.555233, 103.196483 -1.609179, 103.15963 -1.66967, 103.132631 -1.735217, 103.116154 -1.804208, 103.110603 -1.874942, 103.116118 -1.945679, 103.132564 -2.014677, 103.159536 -2.080237, 103.196373 -2.140744, 103.242168 -2.194708, 103.295793 -2.240799, 103.355928 -2.277881, 103.421092 -2.305042, 103.48968 -2.32161, 103.56 -2.327179, 103.63032 -2.32161, 103.698908 -2.305042, 103.764072 -2.277881, 103.824207 -2.240799, 103.877832 -2.194708, 103.923627 -2.140744, 103.960464 -2.080237, 103.987436 -2.014677, 104.003882 -1.945679, 104.009397 -1.874942, 104.003846 -1.804208, 103.987369 -1.735217, 103.96037 -1.66967, 103.923517 -1.609179, 103.877717 -1.555233, 103.824097 -1.509159, 103.763979 -1.472093, 103.69884 -1.444945, 103.630285 -1.428385, 103.56 -1.422819))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036966-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3988v5
title: Occurrence Download

description: A dataset containing 11454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eumida bahusiensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11454 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036965-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vydxs4
title: Occurrence Download

description: A dataset containing 585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rousettus madagascariensis",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 585 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036967-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14875152
title: Accelerated Himalayan river meandering and dynamics due to climate change

description: Source Data for "Accelerated Himalayan river meandering and dynamics due to climate change"
DOI: 10.5281/zenodo.17853501
title: Accelerated Himalayan river meandering and dynamics due to climate change

description: Source Data for "Accelerated Himalayan river meandering and dynamics due to climate change"
DOI: 10.5281/zenodo.17521112
title: Model input and processing codes for "Transport modelling for dynamic urban climate studies: MATSDA-roads v2.0"

description: This archive provides pre-processed MATSDA-roads v2.0 input data to the Road-Node Creator v2.0 and corresponding processing scripts developed for application in Greater London, UK (Ma et al. 2025 study). Output of MATSDA-roads v2.0 Road-Node Creator v2.0 is included (MATSDA-roads travel database for London). For model evaluation, this repository contains scripts used for the data extraction and processing of reference routes from Google Maps (Google Maps Directions API, https://developers.google.com/maps/documentation/directions, accessed 5 December 2025). 



Data used in Ma et. al. (2025). Transport modelling for dynamic urban climate studies: MATSDA-roads v2.0. Geoscientific Model Development, submitted

MATSDA-roads v2.0 model code and User Manual: https://doi.org/10.5281/zenodo.17736682

MATSDA-roads v2.0 output routes for the London case: https://doi.org/10.5281/zenodo.17736562 

MATSDA-roads v2.0 raw data input for the London case (restricted): https://doi.org/10.5281/zenodo.17736728 (data archived to allow reproducibility of model input, but restricted to academic use within the group).


Files in this archive 

Documentation:



MATSDA-roads_v2.0_London_SM.pdf 


Processing scripts:  



Input_processing_code.zip 



Code 1-4 listed in documentation Table S1.1 



MATSDA-roads_v2.0_pathfinder_London.zip 



With I/O adjustments for the London, UK, model evaluation case 



GM_routes_extraction.zip 



Code 1-3 listed in documentation Table S3.1 



GM_routes_evaluation.zip 



Code 4-6 listed in documentation Table S3.1 




Processed input data: 



Input_to_Node_Creator.zip (JSON) 


MATSDA-roads Road-Node Creator v2.0 output (MATSDA-roads v2.0 travel database): 



Output_of_Node_Creator.zip (JSON)
DOI: 10.5281/zenodo.17521111
title: Model input and processing codes for "Transport modelling for dynamic urban climate studies: MATSDA-roads v2.0"

description: This archive provides pre-processed MATSDA-roads v2.0 input data to the Road-Node Creator v2.0 and corresponding processing scripts developed for application in Greater London, UK (Ma et al. 2025 study). Output of MATSDA-roads v2.0 Road-Node Creator v2.0 is included (MATSDA-roads travel database for London). For model evaluation, this repository contains scripts used for the data extraction and processing of reference routes from Google Maps (Google Maps Directions API, https://developers.google.com/maps/documentation/directions, accessed 5 December 2025). 



Data used in Ma et. al. (2025). Transport modelling for dynamic urban climate studies: MATSDA-roads v2.0. Geoscientific Model Development, submitted

MATSDA-roads v2.0 model code and User Manual: https://doi.org/10.5281/zenodo.17736682

MATSDA-roads v2.0 output routes for the London case: https://doi.org/10.5281/zenodo.17736562 

MATSDA-roads v2.0 raw data input for the London case (restricted): https://doi.org/10.5281/zenodo.17736728 (data archived to allow reproducibility of model input, but restricted to academic use within the group).


Files in this archive 

Documentation:



MATSDA-roads_v2.0_London_SM.pdf 


Processing scripts:  



Input_processing_code.zip 



Code 1-4 listed in documentation Table S1.1 



MATSDA-roads_v2.0_pathfinder_London.zip 



With I/O adjustments for the London, UK, model evaluation case 



GM_routes_extraction.zip 



Code 1-3 listed in documentation Table S3.1 



GM_routes_evaluation.zip 



Code 4-6 listed in documentation Table S3.1 




Processed input data: 



Input_to_Node_Creator.zip (JSON) 


MATSDA-roads Road-Node Creator v2.0 output (MATSDA-roads v2.0 travel database): 



Output_of_Node_Creator.zip (JSON)
DOI: 10.15468/dl.y8ycbe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.017 -1.414819, 102.946716 -1.420385, 102.878161 -1.436945, 102.813022 -1.464093, 102.752904 -1.501159, 102.699284 -1.547233, 102.653484 -1.601179, 102.616631 -1.66167, 102.589633 -1.727218, 102.573156 -1.796208, 102.567605 -1.866942, 102.57312 -1.937679, 102.589566 -2.006678, 102.616538 -2.072238, 102.653375 -2.132745, 102.699169 -2.186708, 102.752794 -2.232799, 102.812929 -2.269881, 102.878093 -2.297042, 102.94668 -2.31361, 103.017 -2.319179, 103.08732 -2.31361, 103.155907 -2.297042, 103.221071 -2.269881, 103.281206 -2.232799, 103.334831 -2.186708, 103.380625 -2.132745, 103.417462 -2.072238, 103.444434 -2.006678, 103.46088 -1.937679, 103.466395 -1.866942, 103.460844 -1.796208, 103.444367 -1.727218, 103.417369 -1.66167, 103.380516 -1.601179, 103.334716 -1.547233, 103.281096 -1.501159, 103.220978 -1.464093, 103.155839 -1.436945, 103.087284 -1.420385, 103.017 -1.414819))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036968-251120083545085/datasets/export for details.
DOI: 10.15468/dl.ef64q6
title: Occurrence Download

description: A dataset containing 1108563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arecaceae)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1108563 records from 1906 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036945-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jfv76
title: Occurrence Download

description: A dataset containing 2067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-79.44501 35.2014,-77.89993 35.2014,-77.89993 36.20854,-79.44501 36.20854,-79.44501 35.2014))",
 "HasGeospatialIssue is false",
 "TaxonKey is Colubridae"
 ]
}

 The dataset includes 2067 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014243-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8dznx
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenocercus modestus (Tschudi, 1845)"
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022952-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzvofp
title: Occurrence Download

description: A dataset containing 341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Fungi (S)"
 ]
}

 The dataset includes 341 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007614-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ql6kc
title: Occurrence Download

description: A dataset containing 363719 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Argentina",
 "HasCoordinate is true",
 "TaxonKey is Tracheophyta",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 363719 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007467-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rax2b5
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "TaxonKey is Etheostoma blennioides Rafinesque, 1819",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 142 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022954-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zepa7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-52.0",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Quercus L.",
 "Year 1990-2022"
 ]
}

 The dataset includes 0 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018639-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8guvac
title: Occurrence Download

description: A dataset containing 441 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapirus pinchaque (Roulin, 1829)"
 ]
}

 The dataset includes 441 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022955-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.impcbm
title: Occurrence Download

description: A dataset containing 79249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((70 35,110 35,110 50,70 50,70 35))",
 "HasCoordinate is true",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 79249 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007890-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csjkjp
title: Occurrence Download

description: A dataset containing 6029 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaire des espèces végétales dans le cadre de plusieurs études menées au Sud-Bénin"
 ]
}

 The dataset includes 6029 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008687-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mzph9
title: Occurrence Download

description: A dataset containing 2023350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chionopterus Priesner, 1965, Chrotoptems Dobson, 1878, Chrysopterus Swainson, 1836, Chaetopterus Cuvier, 1830, Ceratopterus Gemminger & Harold, 1868, Ceratopterus Girard, 1873, Chaetopterus Schlegel, 1844, Chatopterus Hansen, 1878, Chetopterus Audouin & Milne-Edwards, 1833, Chetopterus Sars, 1835, Choetopterus Griffith, 1833, Cyrtopterus Motschulsky, 1861, Chaetopterus Sun & Qiu, 2014, Chrysocyon C.E.H.Smith, 1839, Crysocyon Gill, 1872, Cistugo Thomas, 1912, Cistudo Duméril & Bibron, 1835, Cistudo Say, 1825, Civettictis Pocock, 1915, Cloeotis Thomas, 1901, Cloeotus Germar, 1843, Clyomys Thomas, 1916, Cryomys Thomas, 1910, Coelops Blyth, 1848, Coelops Kriechbaumer, 1894, Coelopa Meigen, 1830, Coelopis Munier-Chalmas, 1887, Coelopus Étallon, 1861, Collops Erichson, 1840, Caelops Trouessart, 1878, Chelops, Coelopis Fischer, 1887, Coelopus, Coelopus Becker, 1907, Coendou Lacépède, 1799, Coendu Lesson, 1827, Coendou Lacépède, 1799, Coendu Lesson, 1827, Coendou Lacépède, 1799, Coendu Lesson, 1827, Coendou Lacépède, 1799, Coendu Lesson, 1827, Coendou Lacépède, 1799, Coendu Lesson, 1827, Coendou Lacépède, 1799, Coendu Lesson, 1827, Coendou Lacépède, 1799, Coendu Lesson, 1827, Coendou Lacépède, 1799, Coendu Lesson, 1827, Coendou Lacépède, 1799, Coendu Lesson, 1827, Coleura Peters, 1867, Coelura Warren, 1897, Collura Jullien, 1882, Colura (Dumort.) Dumort., Coreura Walker, 1865, Coelura Schött, 1917, Coleara, Colpura Bergroth, 1894, ×Coleara J.M.H.Shaw, Colobus, Colobus Albers, 1850, Colobus Audinet-Serville, 1834, Colobus Schönherr, 1842, Colobus Illiger, 1811, Colabus C.J.Schoenherr, 1843, Coloeus Kaup, 1829, Colonus F.O.Pickard-Cambridge, 1901, Colobos Brookes, 1828, Colodus Wagner, 1861, Colopus W.Peters, 1869, Colotus Motschoulsky, 1849, Clobus Laporte de Castelnau, 1840, Colobus, Colobus Albers, 1850, Colobus Audinet-Serville, 1834, Colobus Schönherr, 1842, Colobus Illiger, 1811, Colabus C.J.Schoenherr, 1843, Coloeus Kaup, 1829, Colonus F.O.Pickard-Cambridge, 1901, Colobos Brookes, 1828, Colodus Wagner, 1861, Colopus W.Peters, 1869, Colotus Motschoulsky, 1849, Clobus Laporte de Castelnau, 1840, Colobus, Colobus Albers, 1850, Colobus Audinet-Serville, 1834, Colobus Schönherr, 1842, Colobus Illiger, 1811, Colabus C.J.Schoenherr, 1843, Coloeus Kaup, 1829, Colonus F.O.Pickard-Cambridge, 1901, Colobos Brookes, 1828, Colodus Wagner, 1861, Colopus W.Peters, 1869, Colotus Motschoulsky, 1849, Clobus Laporte de Castelnau, 1840)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 2023350 records from 984 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014236-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xneqn
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leioheterodon madagascariensis (Duméril, Bibron & Duméril, 1854))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 236 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055150-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0t4qnu
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ruellia angustior (Nees) Lindau",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022956-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33xq65
title: Occurrence Download

description: A dataset listing the 414 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Niue",
 "BasisOfRecord is one of (Human Observation)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 414 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018962-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hxqsp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Linaria amoris Pau",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008247-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkbptn
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viola cazorlensis Gand."
 ]
}

 The dataset includes 359 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054708-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqzrb9
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((17.18240 -16.69848,165.81760 -16.69848,165.81760 42.69848,17.18240 42.69848,17.18240 -16.69848))",
 "HasCoordinate is true",
 "TaxonKey is Lasioglossum albescens (Smith, 1853)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 30 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000233-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfmg3y
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Abies pinsapo Boiss."
 ]
}

 The dataset includes 51 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009272-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qdrnq
title: Occurrence Download

description: A dataset containing 23071 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiroxiphia caudata (Shaw, 1793)"
 ]
}

 The dataset includes 23071 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022961-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zha1v4
title: Occurrence Download

description: A dataset containing 872245 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "PublishingOrg is dc8aab12-94a0-47ce-b188-8fe30b91bb23",
 "PublishingOrg is 2d6e0e40-2aee-11d8-aa2d-b8a03c50a862",
 "PublishingOrg is 3ead5cf3-2840-482e-bbd9-76380825be63",
 "PublishingOrg is 0510c602-bf08-4c96-af10-82da8bd3c2a3",
 "PublishingOrg is 7a070ba0-bafb-11d9-8e53-b8a03c50a862",
 "PublishingOrg is b3bf3a83-1f68-4541-a03f-330d30d567f5"
 ]
 },
 "Geometry POLYGON((6.14762 42.5358,9.54144 43.60604,10.4797 42.56732,11.70934 39.43827,10.26094 37.93026,12.90426 36.39719,15.59955 36.41136,17.76739 38.17147,18.95597 39.91466,17.83366 41.44582,16.82594 42.10886,13.12452 45.15608,16.1739 45.97749,17.9247 47.371,15.69812 48.82733,12.13764 48.54224,8.83114 47.98957,5.19273 46.92407,3.97659 43.93777,6.14762 42.5358))",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Pieridae",
 "TaxonKey is Nymphalidae",
 "TaxonKey is Riodinidae"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 872245 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007603-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.