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

description: A dataset containing 585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Prosopis juliflora (Sw.) DC."
 ]
}

 The dataset includes 585 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026048-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4trar
title: Occurrence Download

description: A dataset containing 527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corydalis aurea Willd.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 527 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176428-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vc5qjj
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilumnus reticulatus Stimpson, 1860",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 109 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068600-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qu08j
title: Occurrence Download

description: A dataset containing 3050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cephalanthus occidentalis L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3050 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026049-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mq7uxf
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Apomys abrae (Sanborn, 1952)"
 ]
}

 The dataset includes 186 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068604-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73t5cf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthurium holyi Croat"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143855-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fz6g42
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picea breweriana S.Watson",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 72 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176472-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvjeqe
title: Occurrence Download

description: A dataset containing 81341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2016-2021"
 ]
}

 The dataset includes 81341 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152171-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjpszy
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diospyros barberi Ramaswami"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022322-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw3yw2
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dasistoma macrophylla (Nutt.) Raf.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 144 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176398-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4zvc6
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cordyceps sinensis (Berk.) Sacc."
 ]
}

 The dataset includes 73 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022284-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxmeq3
title: Occurrence Download

description: A dataset containing 496 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Wikstroemia canescens Wall. ex Meisn."
 ]
}

 The dataset includes 496 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143856-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bkdj5
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vittaria appalachiana Farrar & Mickel",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 37 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0166322-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bstx3v
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diospyros bardotiae H.N.Rakouth, G.E.Schatz & Lowry"
 ]
}

 The dataset includes 210 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022327-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lqvhqm
title: Occurrence Download

description: A dataset containing 11833179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11833179 records from 1601 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026050-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qn9dn
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Blechnum chilense (Kaulf.) Mett."
 ]
}

 The dataset's 1 records were derived from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012288-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjcjb1
title: Occurrence Download

description: A dataset containing 43883 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micropterus salmoides (Lacepède, 1802)"
 ]
}

 The dataset includes 43883 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007486-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnljt4
title: Occurrence Download

description: A dataset containing 990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Emys marmorata Baird & Girard, 1852",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 990 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008555-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ye9hs
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((105.62635 21.49491,105.79115 21.49491,105.79115 21.73985,105.62635 21.73985,105.62635 21.49491))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Year 2000-2021",
 "Year 2000-2021"
 ]
 }
 ]
}

 The dataset includes 65 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016481-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qed5tb
title: Occurrence Download

description: A dataset containing 5835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.35109 1.39637,-70.35109 1.39637,-70.38931 1.43514,-70.41754 1.4564,-70.57944 1.48328,-70.99627 1.5053,-71.07417 1.48792,-71.07458 1.4875,-71.08292 1.47833,-71.08625 1.47417,-71.08667 1.47292,-71.08832 1.46262,-71.08817 1.45993,-71.06529 1.41237,-71.06187 1.40983,-71.0586 1.40774,-70.68613 1.27114,-70.51319 1.22624,-70.48669 1.21978,-70.47623 1.21738,-70.41186 1.21112,-70.408 1.21227,-70.20342 1.27751,-70.25908 1.41945,-70.25919 1.41967,-70.25994 1.42117,-70.28233 1.43209,-70.28481 1.43293,-70.28661 1.43353,-70.307 1.43784,-70.3197 1.42981,-70.35109 1.39637))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5835 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008144-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wspgg7
title: Occurrence Download

description: A dataset containing 37981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepus europaeus Pallas, 1778",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 37981 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008555-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycj2zz
title: Occurrence Download

description: A dataset containing 554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Broussonetia papyrifera (L.) L'Hér. ex Vent.",
 "Year 1980-2021"
 ]
}

 The dataset includes 554 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022093-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkpnax
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Urocitellus townsendii (Bachman, 1839)"
 ]
}

 The dataset includes 325 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066082-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5zhay
title: Occurrence Download

description: A dataset containing 50423 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Myrcia DC.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 50423 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008555-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvninb
title: Occurrence Download

description: A dataset containing 2321 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil"
 ]
 },
 {
 "or" : [
 "TaxonKey is Cornus rugosa Lam.",
 "TaxonKey is Cornus parviflora S.S.Chien"
 ]
 }
 ]
}

 The dataset includes 2321 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034978-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtqlrv
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "PublishingOrg is c5f7ef70-e233-11d9-a4d6-b8a03c50a862"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Aloe perfoliata L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 266 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018682-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vakiuz
title: Occurrence Download

description: A dataset containing 1931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gastropoda",
 "Country is Viet Nam",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1931 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008556-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbhroo
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Abies ×speciosa hort.",
 "DecimalLatitude is greater than or equal to -90",
 "DecimalLongitude is greater than or equal to -180"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023297-191105090559680/datasets/export for details.
DOI: 10.15468/dl.j9dd9j
title: Occurrence Download

description: A dataset containing 10744804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "Year 2020-2024"
 ]
}

 The dataset includes 10744804 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054866-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xumwur
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Limonium sinense (Girard) Kuntze",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 179 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034981-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2lcx0
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Egypt",
 "TaxonKey is Uromastyx aegyptia (Forskal, 1775)"
 ]
}

 The dataset includes 125 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008559-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpgb9u
title: Occurrence Download

description: A dataset containing 38908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1000-1980",
 "HasCoordinate is true",
 "TaxonKey is Tringa totanus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 38908 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019258-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.854wxg
title: Occurrence Download

description: A dataset containing 6941 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is North America",
 "Continent is South America"
 ]
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico",
 "Country is Colombia",
 "Country is Ecuador",
 "Country is Argentina",
 "Country is Brazil",
 "Country is Bolivia (Plurinational State of)",
 "Country is Chile",
 "Country is Venezuela (Bolivarian Republic of)",
 "Country is Cuba",
 "Country is Dominican Republic",
 "Country is Jamaica",
 "Country is Puerto Rico",
 "Country is Trinidad and Tobago",
 "Country is Belize",
 "Country is Guatemala",
 "Country is Nicaragua",
 "Country is Panama",
 "Country is Honduras",
 "Country is Paraguay",
 "Country is Peru",
 "Country is Uruguay",
 "Country is Costa Rica",
 "Country is Dominica",
 "Country is French Guiana",
 "Country is Bahamas",
 "Country is Canada"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Apis mellifera Linnaeus, 1758"
 ]
}

 The dataset includes 6941 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065501-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ab36na
title: Occurrence Download

description: A dataset containing 6319 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-55.524902 -20.303417,-54.184570 -19.518375,-52.294921 -21.432616,-54.096679 -22.065278,-55.524902 -20.303417))"
 ]
}

 The dataset includes 6319 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008560-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bllzdl
title: Occurrence Download

description: A dataset containing 2207220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is 2005",
 "Month is July",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 2207220 records from 2010 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035529-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-05.2799721/2342876
title: Data for EMSL Project 51287 from May 2023
DOI: 10.15468/dl.3upbzf
title: Occurrence Download

description: A dataset containing 881 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brycinus lateralis (Boulenger, 1900)"
 ]
}

 The dataset includes 881 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0331409-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.racpav
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum ×blanco-galdosii Ochoa"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135947-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-04.2796961/2342877
title: Data for EMSL Project 51287 from April 2023
DOI: 10.15468/dl.epac7g
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Callistemon rigidus R.Br."
 ]
}

 The dataset includes 124 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142887-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6uzhb2
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Batrachocottus multiradiatus Berg, 1907"
 ]
}

 The dataset includes 17 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0334862-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-05.2800152/2342878
title: Data for EMSL Project 51287 from May 2023
DOI: 10.15468/dl.n9vvph
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carpophilus nepos Murray, 1864",
 "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/0315134-210914110416597/datasets/export for details.
DOI: 10.25582/data.2023-05.2802019/2342879
title: Data for EMSL Project 51287 from May 2023