cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14722767
title: Bridging the Gap Between MLOps and RLOps: An Industry 4.0 Case Study on Architectural Design Decisions in Practice: Replication Package

description: Title: Bridging the Gap Between MLOps and RLOps: An Industry 4.0 Case Study on Architectural Design Decisions in Practice: Replication Package

Authors: Stephen John Warnett; Uwe Zdun

About: This is the replication package artefact for the paper entitled "Bridging the Gap Between MLOps and RLOps: An Industry 4.0 Case Study on Architectural Design Decisions in Practice".Paper Abstract: In the domain of Industry 4.0 Cyber-Physical Production Systems (CPPSs), Reinforcement Learning (RL) has gained momentum as an effective strategy for training intelligent agents in digital twins. Whilst the practice of Machine Learning Operations (MLOps) has become established as a holistic approach to automating workflows in supervised and unsupervised Machine Learning (ML), the extent to which MLOps practices are applicable to RL, particularly due to major differences between ML and RL concerning model deployment and model training, are not currently well-understood. The literature on RLOps as a paradigm is scarce. We tackle this open question by conducting an exploratory, qualitative, deductive-inductive industry case study on a CPPS, performing content analysis of CPPS artefacts, such as architectural schematics and source code, and understanding their relation to 22 known Architectural Design Decisions and 86 associated decision options through classification into four distinct emergent categories. Our findings help bridge the gap between MLOps and RLOps architectures, contributing novel insights into understanding the application of MLOps to RL and providing practical insights and inspiration for further research.
description: This work was supported by the FFG (Austrian Research Promotion Agency) project MODIS (no. FO999895431).
DOI: 10.15468/dl.sjq2ts
title: Occurrence Download

description: A dataset containing 1369931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ziziphus Mill., Sarcomphalus P.Browne, Doerpfeldia Urb., Bathiorhamnus Capuron, Ventilago Gaertn., Smythea Seem., Maesopsis Engl., Fenghwaia G.T.Wang & R.J.Wang, Frangula Mill., Rhamnus L., Scutia (Comm. ex DC.) Brongn., Phyllogeiton (Weberb.) Herzog, Reynosia Griseb., Rhamnidium Reissek, Auerodendron Urb., Karwinskia Zucc., Krugiodendron Urb., Pseudoziziphus Hauenschild, Condalia Cav., Berchemiella Nakai, Rhamnella Miq., Berchemia Neck., Sageretia Brongn., Colubrina Rich. ex Brongn., Ampelozizyphus Ducke, Lasiodiscus Hook.f., Ceanothus L., Adolphia Meisn., Kentrothamnus Suess. & Overkott, Trevoa Miers, Retanilla (DC.) Brongn., Colletia Comm. ex Juss., Ochetophila Poepp. ex Endl., Discaria Hook., Schistocarpaea F.Muell., Jaffrea H.C.Hopkins & Pillon, Emmenosperma F.Muell., Granitites Rye, Alphitonia Reissek ex Endl., Siegfriedia C.A.Gardner, Pomaderris Labill., Spyridium Fenzl, Stenanthemum Reissek, Cryptandra Sm., Polianthion K.R.Thiele, Blackallia C.A.Gardner, Serichonus K.R.Thiele, Trymalium Fenzl, Noltea Rchb., Phylica L., Trichocephalus Brongn., Hovenia Thunb., Paliurus Mill., Helinus E.Mey. ex Endl., Alvimiantha Grey-Wilson, Reissekia Endl., Crumenaria Mart., Gouania Jacq.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1369931 records from 3535 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002213-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43dmfa
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.10_1",
 "TaxonKey is Condylostylus armipes (Bigot, 1890)"
 ]
}

 The dataset includes 69 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232376-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fm6wv8
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea arenaria M.Bieb. ex Willd.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 194 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036867-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2g8jrb
title: Occurrence Download

description: A dataset containing 586647 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyanobacteria"
 ]
}

 The dataset includes 586647 records from 1224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0167873-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3d4hqh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gabrius schillhammeri Y.Shibata, 1996",
 "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/0222504-220831081235567/datasets/export for details.
DOI: 10.15468/dl.q7p975
title: Occurrence Download

description: A dataset containing 698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Triticum aestivum L."
 ]
}

 The dataset includes 698 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290293-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nnwbp
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andrena longitibialis Hirashima, 1962",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222514-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbvz73
title: Occurrence Download

description: A dataset containing 461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ixodida",
 "Country is Saudi Arabia"
 ]
}

 The dataset includes 461 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027295-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9pd3e
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "TaxonKey is Paphiopedilum venustum (Wall. ex Sims) Pfitzer"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067989-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zq9vem
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ctenosaura clarki Bailey, 1928)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020849-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mmhcj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Living Specimen, Fossil, Specimen, Material citation, Material sample)",
 "Country is one of (Uruguay, Antarctica, South Georgia and the South Sandwich Islands, Argentina, United States of America, Falkland Islands (Malvinas), Canada, Mexico, Greenland, Suriname, Nicaragua, Venezuela (Bolivarian Republic of), Brazil, Dominican Republic, Guadeloupe, Bahamas, Honduras, Belize, Puerto Rico)",
 "Geometry POLYGON((-101.6895 63.85631,-102.57124 25.34981,-75.98907 6.82349,-61.41643 -9.85541,-65.75354 -32.22175,-91.15655 -77.82602,-11.84958 -78.94768,-31.67632 57.17508,-44.68762 73.40416,-101.6895 63.85631))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mimipallene atlantis Child, 1982"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0167879-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hazn6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sericania ohtakei Sawada, 1955",
 "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/0222507-220831081235567/datasets/export for details.
DOI: 10.15468/dl.ajbep4
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence, Specimen)",
 "Country is India",
 "TaxonKey is Grus nigricollis Prjevalsky, 1876"
 ]
}

 The dataset's 1 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009962-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jb38zc
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "DatasetKey is Distribución geográfica de las lagartijas partenogenéticas del género Aspidoscelis en México",
 "Year 2001-2022"
 ]
}

 The dataset includes 138 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219133-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5kh2h
title: Occurrence Download

description: A dataset listing the 7 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Metapenaeus ensis (De Haan, 1844)"
 ]
}

 The dataset's 7 records were derived from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290292-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpp9ez
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytobius japonicus Roelofs, 1875",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 275 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222512-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5ascd
title: Occurrence Download

description: A dataset listing the 41 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is ATG",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset's 41 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027289-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbgd65
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myelaphus dispar (Loew, 1873)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222523-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j74fun
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ixodida",
 "Country is Western Sahara"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027291-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vax6a8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xoridesopus nigrispeculum Momoi, 1970",
 "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/0222533-220831081235567/datasets/export for details.
DOI: 10.15468/dl.5sa965
title: Occurrence Download

description: A dataset containing 7679 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbier CNRST/INERA"
 ]
}

 The dataset includes 7679 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246807-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66y7tu
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophrys ×devenensis Rchb.f."
 ]
}

 The dataset includes 68 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053623-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84ap5u
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anopheles coustani Laveran, 1900"
 ]
}

 The dataset includes 299 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031431-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvz5ae
title: Occurrence Download

description: A dataset containing 1593 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Occurrence evidence, Specimen, Living Specimen, Fossil, Material citation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (cc2d4416-ac6d-40bc-9f8a-0367ef3a379f, 0dc9c7a0-b5c6-11d9-a0b8-b8a03c50a862, 4cadac10-3e7b-11d9-8439-b8a03c50a862, fd0038d0-3e7b-11d9-8439-b8a03c50a862, b554c320-0560-11d8-b851-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, 2e167bb0-4441-11db-9ba2-b8a03c50a862, ccd1ddc0-6c21-11de-8224-b8a03c50a862, 1e26a630-7203-11dc-a0d8-b8a03c50a862, 09871350-0a23-11d8-b854-b8a03c50a862)",
 "TaxonKey is Bombus suckleyi Greene, 1860"
 ]
}

 The dataset includes 1593 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219137-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxx9qc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is incertae sedis",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((13.488224 45.706743,13.488159 45.706743,13.488968 45.706001,13.487713 45.705712,13.485548 45.704784,13.482325 45.70401,13.478461 45.703261,13.47809 45.703313,13.477895 45.703546,13.477859 45.703772,13.477536 45.703747,13.477361 45.703567,13.477028 45.703429,13.476939 45.702982,13.476615 45.702958,13.476411 45.703078,13.475927 45.70306,13.47517 45.702977,13.474702 45.703145,13.474331 45.703197,13.473891 45.703065,13.473055 45.703323,13.472639 45.703489,13.472375 45.703537,13.472162 45.704221,13.471818 45.70461,13.471756 45.705176,13.47111 45.705802,13.470605 45.706197,13.470344 45.706282,13.469893 45.706675,13.469905 45.706825,13.470246 45.707015,13.469541 45.707628,13.46701 45.709491,13.464488 45.710791,13.46264 45.711126,13.460037 45.711416,13.458206 45.710624,13.457942 45.710672,13.45769 45.711545,13.459647 45.714585,13.459771 45.714805,13.45903 45.716936,13.459263 45.716925,13.470821 45.719628,13.474205 45.720396,13.475847 45.72082,13.476123 45.720246,13.476351 45.719749,13.47665 45.719474,13.477712 45.718682,13.479549 45.717521,13.480053 45.717126,13.480474 45.716358,13.480373 45.715762,13.479743 45.715261,13.478858 45.71492,13.477763 45.714625,13.476567 45.71441,13.476389 45.714191,13.47643 45.71404,13.477311 45.713667,13.477875 45.713345,13.478839 45.712669,13.480002 45.711797,13.481066 45.711042,13.481829 45.710524,13.481838 45.710496,13.483309 45.709602,13.485065 45.708782,13.48592 45.708749,13.488224 45.706743)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030023-230530130749713/datasets/export for details.
DOI: 10.15468/dl.aug7xc
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-13.83443 34.73199,14.30474 34.73199,14.30474 45.98199,-13.83443 45.98199,-13.83443 34.73199))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Camponotus pilicornis (Roger, 1859)"
 ]
}

 The dataset includes 198 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219128-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9nxnj
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "TaxonKey is Austruca lactea (De Haan, 1835)"
 ]
}

 The dataset includes 315 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009974-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvrpj5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aterpia issikii Kawabe, 1980",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222516-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvqjs2
title: Occurrence Download

description: A dataset containing 20889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Trochalopteron lineatum",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 20889 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087700-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxt8e8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zeiraphera hiroshii Kawabe, 1980",
 "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/0222518-220831081235567/datasets/export for details.
DOI: 10.15468/dl.65ccdb
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "Geometry POLYGON((-75.29077 -6.30452,-72.49635 -6.30452,-72.49635 -3.57518,-75.29077 -3.57518,-75.29077 -6.30452))"
 ]
}

 The dataset includes 214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0167900-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m429tq
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poa halmaturina J.M.Black"
 ]
}

 The dataset includes 134 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087703-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tc5rzj
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio oederifolius DC."
 ]
}

 The dataset includes 68 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124157-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.445yb2
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceriagrion citrinum Campion, 1914"
 ]
}

 The dataset includes 44 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290303-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.