cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/nnp-rq2-m87
title: Corydalis solida (L.) Clairv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnn-1pe-ds6
title: Eriophorum latifolium Hoppe

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnp-1ys-pp1
title: Silene vulgaris (Moench) Garcke

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnp-q3r-ban
title: Poa alpigena Lindm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnq-31s-xcp
title: Ribes nigrum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnq-8fv-2zj
title: Cardamine amara L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnq-r3e-ce9
title: Polygonum oxyspermum C. A. Mey. & Bunge

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnq-r5k-5d7
title: Hammarbya paludosa (L.) Kuntze

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnq-tbw-9fb
title: Dichodon cerastoides (L.) Rchb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnr-a8y-lq0
title: Dianthus superbus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnr-f06-p5m
title: Echinochloa crus-galli var. crus-galli

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnr-fhx-jsz
title: Rumex acetosella var. tenuifolius Wallr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnq-dxh-fb0
title: Carex nigra subsp. juncea (Fr.) Soó

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnr-raf-2t0
title: Carex rostrata Stokes

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnq-lab-v8k
title: Carex vaginata Tausch

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nns-1wg-xxz
title: Calamagrostis purpurea (Trin.) Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nns-8vl-062
title: Oxytropis sordida (Willd.) Pers.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nns-cm6-7ll
title: Alnus glutinosa (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nns-fpv-d13
title: Actaea spicata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nns-qsx-gss
title: Typha latifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nns-tp4-5a3
title: Deschampsia cespitosa subsp. bottnica

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nns-vp9-qyx
title: Carex rhynchophysa Fisch., C.A.Mey. & Avé-Lall.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nns-vx2-gg9
title: Alopecurus pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nns-ww0-8mq
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nns-xyx-d4b
title: Koenigia × fennica (Reiersen) T. M. Schust. & Reveal

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nns-y59-w1q
title: Epipactis palustris (L.) Crantz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nnt-4gj-3hq
title: Chenopodium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.v9ajsj
title: Occurrence Download

description: A dataset containing 6376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geronticus eremita (Linnaeus, 1758))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6376 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292715-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fenzm
title: Occurrence Download

description: A dataset containing 12833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diphasiastrum complanatum (L.) Holub",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 12833 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161879-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9v57cx
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalosporium maydis Samra, Sabet & Hing."
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292723-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65xhmf
title: Occurrence Download

description: A dataset containing 15907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diphasiastrum alpinum (L.) Holub",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 15907 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161878-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uw6adh
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liparis acuminata Hook.f."
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010731-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.byebsy
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A dataset of Aphyocypris kikuchii survey in Zouoxi, Hualien 2017-2018"
 ]
}

 The dataset includes 271 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162349-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjqs6j
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Anoplolepis gracilipes (Smith, 1857)"
 ]
}

 The dataset includes 108 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162320-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r669bc
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liparis alata A.Rich."
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010743-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjckd8
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orbexilum melanocarpum (Benth. ex Hemsl.) Rydb."
 ]
}

 The dataset includes 155 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053929-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.492pkf
title: Occurrence Download

description: A dataset containing 645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-6410.0",
 "Month is August",
 "TaxonKey is Archilochus alexandri (Bourcier & Mulsant, 1846)",
 "Year 2011-2021"
 ]
}

 The dataset includes 645 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139163-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66jz3u
title: Occurrence Download

description: A dataset containing 87877 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Typha angustifolia L."
 ]
}

 The dataset includes 87877 records from 933 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010785-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqy7xw
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fulvoderma L.W.Zhou & Y.C.Dai, 2018"
 ]
}

 The dataset includes 33 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139152-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmu232
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arremon phygas (Berlepsch, 1912))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 82 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292783-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjfqdw
title: Occurrence Download

description: A dataset containing 7384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oryzomys couesi (Alston, 1877)"
 ]
}

 The dataset includes 7384 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160047-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.px8tdx
title: Occurrence Download

description: A dataset containing 738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caprimulgus inornatus Heuglin, 1869)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 738 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292752-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.duj2x5
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence)",
 "Country is one of (Papua New Guinea, Indonesia)",
 "DatasetKey is one of (Observation.org, Nature data from around the World, Rapid Assessment Program (RAP) Biodiversity Survey Database, ZOBODAT (Zoological Botanical Database), iNaturalist Research-grade Observations, Xeno-canto - Bird sounds from around the world, Macaulay Library Audio and Video Collection)",
 "OccurrenceStatus is Present",
 "TaxonKey is Harpyopsis novaeguineae Salvadori, 1875",
 "Year 1990-2022"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161883-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyhtys
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zosterops albogularis Gould, 1837)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292741-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4frp8s
title: Occurrence Download

description: A dataset containing 472205 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Iris pseudacorus L., Iris pseudacorus × versicolor, Iris pseudacorus x versicolor)"
 ]
}

 The dataset includes 472205 records from 1541 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161271-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jtqa2
title: Occurrence Download

description: A dataset containing 7126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Casearia arborea (Rich.) Urb."
 ]
}

 The dataset includes 7126 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008835-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1965358/2364433
title: Data for EMSL Project 49229 from March 2020
DOI: 10.15468/dl.k9dcjn
title: Occurrence Download

description: A dataset containing 5311 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Gulf of Maine Bottom Trawl Survey Data (NEFSC,NMFS,NOAA)(USOBIS)"
 ]
}

 The dataset includes 5311 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012909-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnke2g
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plethodon petraeus Wynn, Highton & Jacobs, 1988",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023850-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1964985/2364434
title: Data for EMSL Project 49229 from March 2020
DOI: 10.15468/dl.9m4e86
title: Occurrence Download

description: A dataset containing 1557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plethodon hubrichti Thurow, 1957",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1557 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023895-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apqtzt
title: Occurrence Download

description: A dataset containing 94036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ascomycota",
 "BasisOfRecord is Living Specimen"
 ]
}

 The dataset includes 94036 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012910-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1956956/2364435
title: Data for EMSL Project 49229 from March 2020
DOI: 10.15468/dl.yh856n
title: Occurrence Download

description: A dataset containing 14243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stipa capillata L.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14243 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023860-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zslgvo
title: Occurrence Download

description: A dataset containing 514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "Country is Mexico",
 "Geometry POLYGON((-95.129241 16.462426,-95.129241 16.371532,-95.023498 16.371532,-95.023498 16.462426,-95.129241 16.462426))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 514 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012910-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1966867/2364436
title: Data for EMSL Project 49229 from March 2020
DOI: 10.25582/data.2020-03.1958738/2364437
title: Data for EMSL Project 49229 from March 2020
DOI: 10.15468/dl.74t8a4
title: Occurrence Download

description: A dataset containing 1457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plethodon websteri Highton, 1979",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1457 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023880-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gagfpu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Über einige von Jaroslav Storkán in Bulgarien gesammelte Chilopoden"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012910-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1963388/2364438
title: Data for EMSL Project 49229 from March 2020
DOI: 10.15468/dl.7m3t4a
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agapetes angustifolia (Knagg) Airy Shaw"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019674-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sm39ap
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium linguiforme Dahlst. ex Johanss."
 ]
}

 The dataset includes 273 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023870-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9etmpn
title: Occurrence Download

description: A dataset containing 1396 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vampyrodes caraccioli (Thomas, 1889)"
 ]
}

 The dataset includes 1396 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012910-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1980234/2364439
title: Data for EMSL Project 49229 from April 2020
DOI: 10.15468/dl.vhexu6
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Holigarna arnottiana Wall. ex Hook.fil."
 ]
}

 The dataset includes 104 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023920-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-02.1955937/2364440
title: Data for EMSL Project 49229 from February 2020
DOI: 10.15468/dl.m1fufm
title: Occurrence Download

description: A dataset containing 973 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindernia diffusa (L.) Wettst."
 ]
}

 The dataset includes 973 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012912-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1963411/2364441
title: Data for EMSL Project 49229 from March 2020