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Isopoda of the Baltic Sea

There are 18 species of Isopoda that are commonly found in the Baltic Sea.

Information on the COI barcoding status of these species is presented in the table below.
MODE
A		 All available COI barcodes for this taxa group (collected from any ocean and/or without geo-referencing):
  • Of the 18 total species, 12 of these species (66%) have COI barcodes (from this or any ocean).
  • There are a total of 218 "any ocean" COI barcode records available for this ocean and taxa group.
  • All available taxa group COI barcodes will be included in the Mode A downloads.
    • MODE
    B    		 Regional COI barcodes for this taxa group (includes only those collected in the Baltic Sea region):
  • Of the 18 total species, 4 of these species (22%) have Baltic Sea-collected COI barcodes.
  • There are a total of 25 "Baltic Sea-collected" COI barcodes available for this taxa group.
  • In the map to the right, Red Stars show sampling locations of the COI barcodes in the Mode B download.
    • Uncoded
    Species    		 Of the 18 total species in this region, 6 species do not have any COI barcodes (from any region).

     Barcoding progress summary for the Baltic Sea region, out of a total of 18 possible species:
    • There are COI barcodes for 12 species ( 66% coverage ), of which 4 species have barcodes sampled inside this region ( 22% coverage ).
      •
    • There are 12S barcodes for 0 species ( 0% coverage ), of which 0 species have barcodes sampled inside this region ( 0% coverage ). 
    • There are 16S barcodes for 4 species ( 22% coverage ), of which 0 species have barcodes sampled inside this region ( 0% coverage ).
    • There are 18S barcodes for 8 species ( 44% coverage ), of which 0 species have barcodes sampled inside this region ( 0% coverage ).
    • There are 28S barcodes for 5 species ( 27% coverage ), of which 1 species have barcodes sampled inside this region ( 5% coverage ).
    MZGdb Data Download Options
    ---> CLICK HERE <---


    Change Region   [ ICES North Atlantic ] [ Baltic Sea ] [ Mediterranean Sea ]
          [ ICES western North Atlantic ] [ US-NE-LME ] [ CA-Scotian ] [ CA-GSL ] [ CA-Newfoundland-shelf ]
          [ ICES eastern North Atlantic ] [ Icelandic-Waters ] [ Faroe-Islands ] [ Norwegian-Sea ] [ Barents-Sea ] [ Celtic-Seas ] [ North-Sea ] [ Iberian-Shelf ]
    Table Viewing Options   [ Species-only Summary, sorted by name (default) ]   or   [ Full Taxonomic Hierarchy ]   or   [ flat-text file of sorted species names ]


    Isopoda of the Baltic Sea
    Taxa Name

    		Taxa
    Level    		Barcode
    Data?    		Number of
    Barcodes
    from
    any ocean    		Number of
    Barcodes
    from this region    		Barcode Locations and
    Species Occurence Map    		MZGdb Atlas
    v2023-m04-01

    2023-Apr-12
    Isopoda Order cummulative
    sub-totals
    ------->
    for this
    Order    		 Total Species:   18
    Sp. w/COI-Barcodes:  13

    Total COI-Barcodes:   346    		 Total Species:   18
    Sp. w/COI-Barcodes:  5

    Total COI-Barcodes:   29    		 accepted
    T4000077

    R:1:1:1:1
    ⋄   Asellota Suborder cummulative
    sub-totals
    ------->
    for this
    Suborder    		 Total Species:   8
    Sp. w/COI-Barcodes:  3

    Total COI-Barcodes:   141    		 Total Species:   8
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   4    		 accepted
    T4008358

    R:1:1:1:0
    ⋄   ⋄   Aselloidea Superfamily cummulative
    sub-totals
    ------->
    for this
    Superfamily    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   120    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   4    		 accepted
    T4016521

    R:1:1:1:0
    ⋄   ⋄   ⋄   Asellidae Family cummulative
    sub-totals
    ------->
    for this
    Family    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   120    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   4    		 accepted
    T4016607

    R:1:0:1:0
    ⋄   ⋄   ⋄   ⋄   Proasellus Genus cummulative
    sub-totals
    ------->
    for this
    Genus    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   120    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   4    		 accepted
    T4016959

    R:1:0:1:0
    ⋄   ⋄   ⋄   ⋄   ⋄   Proasellus coxalis Species
    (1)    		 COI
    12S
    16S
    18S
    28S
    		   COI = 120
      12S = 1
      16S = 12
      18S = 0
      28S = 16
    		   COI = 4
      12S = 0
      16S = 2
      18S = 0
      28S = 1
    		 accepted
    T4017023

    R:0:0:1:0
    ⋄   ⋄   Janiroidea Superfamily cummulative
    sub-totals
    ------->
    for this
    Superfamily    		 Total Species:   7
    Sp. w/COI-Barcodes:  2

    Total COI-Barcodes:   21    		 Total Species:   7
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4008615

    R:1:1:1:0
    ⋄   ⋄   ⋄   Desmosomatidae Family cummulative
    sub-totals
    ------->
    for this
    Family    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4016520

    R:1:0:0:0
    ⋄   ⋄   ⋄   ⋄   Desmosomatinae Subfamily cummulative
    sub-totals
    ------->
    for this
    Subfamily    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4023721

    R:1:0:0:0
    ⋄   ⋄   ⋄   ⋄   ⋄   Echinopleura Genus cummulative
    sub-totals
    ------->
    for this
    Genus    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4037485

    R:1:0:0:0
    ⋄   ⋄   ⋄   Janiridae Family cummulative
    sub-totals
    ------->
    for this
    Family    		 Total Species:   5
    Sp. w/COI-Barcodes:  2

    Total COI-Barcodes:   21    		 Total Species:   5
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4009139

    R:1:1:1:0
    ⋄   ⋄   ⋄   ⋄   Jaera Genus cummulative
    sub-totals
    ------->
    for this
    Genus    		 Total Species:   4
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   10    		 Total Species:   4
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4009305

    R:1:1:1:0
    ⋄   ⋄   ⋄   ⋄   ⋄   Jaera (Jaera) Subgenus cummulative
    sub-totals
    ------->
    for this
    Subgenus    		 Total Species:   4
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   10    		 Total Species:   4
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4055083

    R:1:1:1:0
    ⋄   ⋄   ⋄   ⋄   ⋄   ⋄   Jaera (Jaera) albifrons Species
    (2)    		 COI
    12S
    16S
    18S
    28S
    		   COI = 10
      12S = 0
      16S = 1
      18S = 2
      28S = 0
    		   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		 accepted
    T4096178

    R:1:0:0:0
    ⋄   ⋄   ⋄   ⋄   ⋄   ⋄   Jaera (Jaera) ischiosetosa Species
    (3)    		 No barcodes?   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		 no map accepted
    T4131162

    R:1:0:0:0
    ⋄   ⋄   ⋄   ⋄   ⋄   ⋄   Jaera (Jaera) praehirsuta Species
    (4)    		 No barcodes?   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		 no map accepted
    T4131166

    R:1:1:0:0
    ⋄   ⋄   ⋄   ⋄   ⋄   ⋄   Jaera (Jaera) syei Species
    (5)    		 No barcodes?   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		 no map accepted
    T4096420

    R:1:0:0:0
    ⋄   ⋄   ⋄   ⋄   Janira Genus cummulative
    sub-totals
    ------->
    for this
    Genus    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   11    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4015691

    R:1:0:1:0
    ⋄   ⋄   ⋄   ⋄   ⋄   Janira maculosa Species
    (6)    		 COI
    12S
    16S
    18S
    28S
    		   COI = 11
      12S = 0
      16S = 0
      18S = 2
      28S = 0
    		   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		 accepted
    T4016115

    R:1:0:0:0
    ⋄   ⋄   ⋄   Munnidae Family cummulative
    sub-totals
    ------->
    for this
    Family    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4026845

    R:1:0:0:0
    ⋄   ⋄   ⋄   ⋄   Munna Genus cummulative
    sub-totals
    ------->
    for this
    Genus    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4028062

    R:1:0:0:0
    ⋄   ⋄   ⋄   ⋄   ⋄   Munna minuta Species
    (7)    		 No barcodes?   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		 no map accepted
    T4108338

    R:1:0:0:0
    ⋄   ⋄   ⋄   Paramunnidae Family cummulative
    sub-totals
    ------->
    for this
    Family    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4016484

    R:1:0:1:0
    ⋄   ⋄   ⋄   ⋄   Pleurogonium Genus cummulative
    sub-totals
    ------->
    for this
    Genus    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4016575

    R:1:0:0:0
    ⋄   ⋄   ⋄   ⋄   ⋄   Pleurogonium spinosissimum Species
    (8)    		 No barcodes?   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		 accepted
    T4064389

    R:1:0:0:0
    ⋄   Cymothoida Suborder cummulative
    sub-totals
    ------->
    for this
    Suborder    		 Total Species:   2
    Sp. w/COI-Barcodes:  2

    Total COI-Barcodes:   14    		 Total Species:   2
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4008369

    R:1:1:1:1
    ⋄   ⋄   Anthuroidea Superfamily cummulative
    sub-totals
    ------->
    for this
    Superfamily    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   3    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4016524

    R:1:0:1:0
    ⋄   ⋄   ⋄   Anthuridae Family cummulative
    sub-totals
    ------->
    for this
    Family    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   3    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4016602

    R:1:0:1:0
    ⋄   ⋄   ⋄   ⋄   Cyathura Genus cummulative
    sub-totals
    ------->
    for this
    Genus    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   3    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4021172

    R:1:1:1:0
    ⋄   ⋄   ⋄   ⋄   ⋄   Cyathura carinata Species
    (9)    		 COI
    12S
    16S
    18S
    28S
    		   COI = 3
      12S = 0
      16S = 1
      18S = 1
      28S = 0
    		   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		 accepted
    T4032984

    R:1:0:0:0
    ⋄   ⋄   Cymothooidea Superfamily cummulative
    sub-totals
    ------->
    for this
    Superfamily    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   11    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4008620

    R:1:1:1:0
    ⋄   ⋄   ⋄   Cirolanidae Family cummulative
    sub-totals
    ------->
    for this
    Family    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   11    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4009140

    R:1:1:1:0
    ⋄   ⋄   ⋄   ⋄   Eurydice Genus cummulative
    sub-totals
    ------->
    for this
    Genus    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   11    		 Total Species:   1
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4009293

    R:1:1:0:0
    ⋄   ⋄   ⋄   ⋄   ⋄   Eurydice pulchra Species
    (10)    		 COI
    12S
    16S
    18S
    28S
    		   COI = 9
      12S = 0
      16S = 0
      18S = 1
      28S = 0
    		   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		 accepted
    T4011602

    R:1:1:0:0
    ⋄   ⋄   Epicaridea Infraorder cummulative
    sub-totals
    ------->
    for this
    Infraorder    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4000663

    R:1:1:1:1
    ⋄   ⋄   ⋄   Bopyroidea Superfamily cummulative
    sub-totals
    ------->
    for this
    Superfamily    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4016522

    R:1:1:1:1
    ⋄   Sphaeromatidea Suborder cummulative
    sub-totals
    ------->
    for this
    Suborder    		 Total Species:   2
    Sp. w/COI-Barcodes:  2

    Total COI-Barcodes:   7    		 Total Species:   2
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4008370

    R:1:1:1:0
    ⋄   ⋄   Sphaeromatoidea Superfamily cummulative
    sub-totals
    ------->
    for this
    Superfamily    		 Total Species:   2
    Sp. w/COI-Barcodes:  2

    Total COI-Barcodes:   7    		 Total Species:   2
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4008621

    R:1:1:1:0
    ⋄   ⋄   ⋄   Sphaeromatidae Family cummulative
    sub-totals
    ------->
    for this
    Family    		 Total Species:   2
    Sp. w/COI-Barcodes:  2

    Total COI-Barcodes:   7    		 Total Species:   2
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4009141

    R:1:1:1:0
    ⋄   ⋄   ⋄   ⋄   Lekanesphaera Genus cummulative
    sub-totals
    ------->
    for this
    Genus    		 Total Species:   2
    Sp. w/COI-Barcodes:  2

    Total COI-Barcodes:   7    		 Total Species:   2
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4009308

    R:1:1:0:0
    ⋄   ⋄   ⋄   ⋄   ⋄   Lekanesphaera hookeri Species
    (11)    		 COI
    12S
    16S
    18S
    28S
    		   COI = 2
      12S = 0
      16S = 2
      18S = 2
      28S = 0
    		   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		 accepted
    T4034890

    R:1:1:0:0
    ⋄   ⋄   ⋄   ⋄   ⋄   Lekanesphaera rugicauda Species
    (12)    		 COI
    12S
    16S
    18S
    28S
    		   COI = 5
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		 accepted
    T4012422

    R:1:1:0:0
    ⋄   ⋄   ⋄   ⋄   Sphaeroma Genus cummulative
    sub-totals
    ------->
    for this
    Genus    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4016969

    R:1:1:0:0
    ⋄   Valvifera Suborder cummulative
    sub-totals
    ------->
    for this
    Suborder    		 Total Species:   6
    Sp. w/COI-Barcodes:  6

    Total COI-Barcodes:   184    		 Total Species:   6
    Sp. w/COI-Barcodes:  4

    Total COI-Barcodes:   25    		 accepted
    T4008301

    R:1:1:1:0
    ⋄   ⋄   Arcturidae Family cummulative
    sub-totals
    ------->
    for this
    Family    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4008483

    R:1:0:0:0
    ⋄   ⋄   ⋄   Astacilla Genus cummulative
    sub-totals
    ------->
    for this
    Genus    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 Total Species:   0
    Sp. w/COI-Barcodes:  0

    Total COI-Barcodes:   0    		 accepted
    T4008707

    R:1:0:0:0
    ⋄   ⋄   Chaetiliidae Family cummulative
    sub-totals
    ------->
    for this
    Family    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   17    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   4    		 accepted
    T4016486

    R:1:1:0:0
    ⋄   ⋄   ⋄   Saduria Genus cummulative
    sub-totals
    ------->
    for this
    Genus    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   17    		 Total Species:   1
    Sp. w/COI-Barcodes:  1

    Total COI-Barcodes:   4    		 accepted
    T4016588

    R:1:1:0:0
    ⋄   ⋄   ⋄   ⋄   Saduria entomon Species
    (13)    		 COI
    12S
    16S
    18S
    28S
    		   COI = 17
      12S = 0
      16S = 0
      18S = 0
      28S = 3
    		   COI = 4
      12S = 0
      16S = 0
      18S = 0
      28S = 3
    		 accepted
    T4022496

    R:1:1:0:0
    ⋄   ⋄   Idoteidae Family cummulative
    sub-totals
    ------->
    for this
    Family    		 Total Species:   5
    Sp. w/COI-Barcodes:  5

    Total COI-Barcodes:   167    		 Total Species:   5
    Sp. w/COI-Barcodes:  3

    Total COI-Barcodes:   21    		 accepted
    T4003242

    R:1:1:1:0
    ⋄   ⋄   ⋄   Idotea Genus cummulative
    sub-totals
    ------->
    for this
    Genus    		 Total Species:   5
    Sp. w/COI-Barcodes:  5

    Total COI-Barcodes:   167    		 Total Species:   5
    Sp. w/COI-Barcodes:  3

    Total COI-Barcodes:   21    		 accepted
    T4000967

    R:1:1:0:0
    ⋄   ⋄   ⋄   ⋄   Idotea balthica Species
    (14)    		 COI
    12S
    16S
    18S
    28S
    		   COI = 104
      12S = 0
      16S = 0
      18S = 3
      28S = 36
    		   COI = 10
      12S = 0
      16S = 0
      18S = 0
      28S = 13
    		 accepted
    T4016796

    R:1:0:0:0
    ⋄   ⋄   ⋄   ⋄   Idotea chelipes Species
    (15)    		 COI
    12S
    16S
    18S
    28S
    		   COI = 13
      12S = 0
      16S = 2
      18S = 0
      28S = 14
    		   COI = 6
      12S = 0
      16S = 0
      18S = 0
      28S = 8
    		 accepted
    T4022054

    R:1:1:0:0
    ⋄   ⋄   ⋄   ⋄   Idotea granulosa Species
    (16)    		 COI
    12S
    16S
    18S
    28S
    		   COI = 35
      12S = 0
      16S = 0
      18S = 1
      28S = 11
    		   COI = 5
      12S = 0
      16S = 0
      18S = 0
      28S = 1
    		 accepted
    T4012245

    R:1:1:0:0
    ⋄   ⋄   ⋄   ⋄   Idotea neglecta Species
    (17)    		 COI
    12S
    16S
    18S
    28S
    		   COI = 1
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		 accepted
    T4016797

    R:1:0:0:0
    ⋄   ⋄   ⋄   ⋄   Idotea pelagica Species
    (18)    		 COI
    12S
    16S
    18S
    28S
    		   COI = 14
      12S = 0
      16S = 0
      18S = 1
      28S = 6
    		   COI = 0
      12S = 0
      16S = 0
      18S = 0
      28S = 0
    		 accepted
    T4012248

    R:1:0:0:0
    MZGdb Atlas [ database-version = v2023-m04-01 ];   html-date = 2023-Apr-12









    Wed Apr 12 15:00:26 EDT 2023