cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13130/rd_unimi/epaoaq/rrizzs
title: Novembre_1881_Pagina_040.jpg

description: Bulletin of 1881/11/10
DOI: 10.13130/rd_unimi/epaoaq/uk9es8
title: Novembre_1881_Pagina_041.jpg

description: Bulletin of 1881/11/11
DOI: 10.13130/rd_unimi/epaoaq/r1jqi2
title: Novembre_1881_Pagina_042.jpg

description: Bulletin of 1881/11/11
DOI: 10.13130/rd_unimi/epaoaq/vzsfly
title: Novembre_1881_Pagina_043.jpg

description: Bulletin of 1881/11/11
DOI: 10.13130/rd_unimi/epaoaq/tv75gi
title: Novembre_1881_Pagina_044.jpg

description: Bulletin of 1881/11/11
DOI: 10.13130/rd_unimi/epaoaq/jrywnb
title: Novembre_1881_Pagina_045.jpg

description: Bulletin of 1881/11/12
DOI: 10.13130/rd_unimi/epaoaq/opxdqq
title: Novembre_1881_Pagina_046.jpg

description: Bulletin of 1881/11/12
DOI: 10.13130/rd_unimi/epaoaq/bjtsvt
title: Novembre_1881_Pagina_047.jpg

description: Bulletin of 1881/11/12
DOI: 10.13130/rd_unimi/epaoaq/2mctw1
title: Novembre_1881_Pagina_048.jpg

description: Bulletin of 1881/11/12
DOI: 10.13130/rd_unimi/epaoaq/sedpsy
title: Novembre_1881_Pagina_049.jpg

description: Bulletin of 1881/11/13
DOI: 10.13130/rd_unimi/epaoaq/mhe0vg
title: Novembre_1881_Pagina_050.jpg

description: Bulletin of 1881/11/13
DOI: 10.13130/rd_unimi/epaoaq/wsy8kr
title: Novembre_1881_Pagina_051.jpg

description: Bulletin of 1881/11/13
DOI: 10.13130/rd_unimi/epaoaq/0b25aq
title: Novembre_1881_Pagina_052.jpg

description: Bulletin of 1881/11/13
DOI: 10.13130/rd_unimi/epaoaq/log6m2
title: Novembre_1881_Pagina_053.jpg

description: Bulletin of 1881/11/14
DOI: 10.5281/zenodo.17854867
title: A library of triple arrays and unordered triple arrays

description: This dataset contains lists of triple arrays and unordered triple arrays generated for the paper "Resolvable Triple Arrays" https://arxiv.org/abs/2512.08681, as well as the source code for the algorithms used to generate this data. Please refer to the paper for all terminology used below.

Triple arrays and unordered triple arrays are stored in gzip compressed plain text files.

The desription of an (r x c, v)-triple array takes r+1 lines. The first line contains four integers: r, c, v and the autotopism group size. The following r lines each contain c integers from 0 to v-1, the contents of the triple array. Example:

4 9 12 34 6 5 7 10 8 3 11 92 7 6 4 1 0 11 5 103 2 9 1 6 4 0 8 115 8 0 9 3 10 7 1 2

The description of an (r x c, v)-unordered triple array takes r+c+1 lines. The first line contains four integers: r, c, v and the automorphism group size. The following r lines each contain c integers from 0 to v-1, the contents of the row-sets. The last c lines each contain r integers from 0 to v-1, the contents of the column-sets. Example:

3 4 6 242 3 4 50 1 2 50 1 3 41 2 30 2 40 3 51 4 5

Description of the file contents depending on its name:



r_c_v_UTA: The complete list of pairwise non-isomorphic (r x c, v)-unordered triple arrays. The arrays are grouped by the corresponding symmetric 2-design in Agrawal's construction, with different groups separated by an empty line.

7_15_35_RUTA: The complete list of pairwise non-isomorphic resolvable (7x15, 35)-unordered triple arrays. The arrays are grouped by the corresponding Kirkman parade in the RUTA construction, with different groups separated by an empty line.

r_c_v_RUTA_EX: A list of examples of resolvable (r x c, v)-unordered triple arrays.

r_c_v_TA: The complete list of pairwise non-isotopic (r x c, v)-triple arrays.

r_c_v_TA_i: The complete list of pairwise non-isotopic (r x c, v)-triple arrays with the underlying unordered triple array which is the i-th in the file r_c_v_UTA (numbering starts from zero).

r_c_v_TA_EX: A list of examples of (r x c, v)-triple arrays, with one example corresponding to each unordered triple array in the file r_c_v_UTA.

7_15_35_RTA_i: The complete list of pairwise non-isotopic resolvable (7x15, 35)-triple arrays with the underlying unordered triple array which is the i-th in the file 7_15_35_RUTA (numbering starts from zero).

21_15_63_RTA_EX: A list of examples of resolvable (21x15, 63)-triple arrays, with one example corresponding to each unordered triple array in the file 21_15_63_RUTA_EX.

code.tar.gz: The source code for the algorithms used to generate this data, with usage instructions.
DOI: 10.5281/zenodo.17854868
title: A library of triple arrays and unordered triple arrays

description: This dataset contains lists of triple arrays and unordered triple arrays generated for the paper "Resolvable Triple Arrays" https://arxiv.org/abs/2512.08681, as well as the source code for the algorithms used to generate this data. Please refer to the paper for all terminology used below.

Triple arrays and unordered triple arrays are stored in gzip compressed plain text files.

The desription of an (r x c, v)-triple array takes r+1 lines. The first line contains four integers: r, c, v and the autotopism group size. The following r lines each contain c integers from 0 to v-1, the contents of the triple array. Example:

4 9 12 34 6 5 7 10 8 3 11 92 7 6 4 1 0 11 5 103 2 9 1 6 4 0 8 115 8 0 9 3 10 7 1 2

The description of an (r x c, v)-unordered triple array takes r+c+1 lines. The first line contains four integers: r, c, v and the automorphism group size. The following r lines each contain c integers from 0 to v-1, the contents of the row-sets. The last c lines each contain r integers from 0 to v-1, the contents of the column-sets. Example:

3 4 6 242 3 4 50 1 2 50 1 3 41 2 30 2 40 3 51 4 5

Description of the file contents depending on its name:



r_c_v_UTA: The complete list of pairwise non-isomorphic (r x c, v)-unordered triple arrays. The arrays are grouped by the corresponding symmetric 2-design in Agrawal's construction, with different groups separated by an empty line.

7_15_35_RUTA: The complete list of pairwise non-isomorphic resolvable (7x15, 35)-unordered triple arrays. The arrays are grouped by the corresponding Kirkman parade in the RUTA construction, with different groups separated by an empty line.

r_c_v_RUTA_EX: A list of examples of resolvable (r x c, v)-unordered triple arrays.

r_c_v_TA: The complete list of pairwise non-isotopic (r x c, v)-triple arrays.

r_c_v_TA_i: The complete list of pairwise non-isotopic (r x c, v)-triple arrays with the underlying unordered triple array which is the i-th in the file r_c_v_UTA (numbering starts from zero).

r_c_v_TA_EX: A list of examples of (r x c, v)-triple arrays, with one example corresponding to each unordered triple array in the file r_c_v_UTA.

7_15_35_RTA_i: The complete list of pairwise non-isotopic resolvable (7x15, 35)-triple arrays with the underlying unordered triple array which is the i-th in the file 7_15_35_RUTA (numbering starts from zero).

21_15_63_RTA_EX: A list of examples of resolvable (21x15, 63)-triple arrays, with one example corresponding to each unordered triple array in the file 21_15_63_RUTA_EX.

code.tar.gz: The source code for the algorithms used to generate this data, with usage instructions.
DOI: 10.13130/rd_unimi/epaoaq/rt2toe
title: Novembre_1881_Pagina_054.jpg

description: Bulletin of 1881/11/14
DOI: 10.13130/rd_unimi/epaoaq/3j4vlm
title: Novembre_1881_Pagina_055.jpg

description: Bulletin of 1881/11/14
DOI: 10.13130/rd_unimi/epaoaq/iykykz
title: Novembre_1881_Pagina_056.jpg

description: Bulletin of 1881/11/14
DOI: 10.13130/rd_unimi/epaoaq/aaryhr
title: Novembre_1881_Pagina_057.jpg

description: Bulletin of 1881/11/15
DOI: 10.13130/rd_unimi/epaoaq/ow79cp
title: Novembre_1881_Pagina_058.jpg

description: Bulletin of 1881/11/15
DOI: 10.13130/rd_unimi/epaoaq/1vp3lm
title: Novembre_1881_Pagina_059.jpg

description: Bulletin of 1881/11/15
DOI: 10.13130/rd_unimi/epaoaq/mvhb2l
title: Novembre_1881_Pagina_060.jpg

description: Bulletin of 1881/11/15
DOI: 10.13130/rd_unimi/epaoaq/rsxxrp
title: Novembre_1881_Pagina_061.jpg

description: Bulletin of 1881/11/16
DOI: 10.13130/rd_unimi/epaoaq/6pxel3
title: Novembre_1881_Pagina_062.jpg

description: Bulletin of 1881/11/16
DOI: 10.13130/rd_unimi/epaoaq/pvxfns
title: Novembre_1881_Pagina_063.jpg

description: Bulletin of 1881/11/16
DOI: 10.13130/rd_unimi/epaoaq/oqgdo1
title: Novembre_1881_Pagina_064.jpg

description: Bulletin of 1881/11/16
DOI: 10.13130/rd_unimi/epaoaq/hulm3y
title: Novembre_1881_Pagina_065.jpg

description: Bulletin of 1881/11/17
DOI: 10.13130/rd_unimi/epaoaq/v5tshd
title: Novembre_1881_Pagina_066.jpg

description: Bulletin of 1881/11/17
DOI: 10.13130/rd_unimi/epaoaq/abamly
title: Novembre_1881_Pagina_067.jpg

description: Bulletin of 1881/11/17
DOI: 10.13130/rd_unimi/epaoaq/txdc32
title: Novembre_1881_Pagina_068.jpg

description: Bulletin of 1881/11/17
DOI: 10.13130/rd_unimi/epaoaq/chxmvc
title: Novembre_1881_Pagina_069.jpg

description: Bulletin of 1881/11/18
DOI: 10.6084/m9.figshare.30847547
title: The S32 amino acid deletion in the GP5 protein is critical for determining infectivity of porcine reproductive and respiratory syndrome virus

description: The S32 amino acid deletion in the GP5 protein is critical for determining infectivity of porcine reproductive and respiratory syndrome virus
DOI: 10.6084/m9.figshare.30847547.v1
title: The S32 amino acid deletion in the GP5 protein is critical for determining infectivity of porcine reproductive and respiratory syndrome virus

description: The S32 amino acid deletion in the GP5 protein is critical for determining infectivity of porcine reproductive and respiratory syndrome virus
DOI: 10.13130/rd_unimi/epaoaq/ziy5vu
title: Novembre_1881_Pagina_070.jpg

description: Bulletin of 1881/11/18
DOI: 10.13130/rd_unimi/epaoaq/fngynx
title: Novembre_1881_Pagina_071.jpg

description: Bulletin of 1881/11/18
DOI: 10.13130/rd_unimi/epaoaq/6ampjw
title: Novembre_1881_Pagina_072.jpg

description: Bulletin of 1881/11/18
DOI: 10.13130/rd_unimi/epaoaq/sxl4ay
title: Novembre_1881_Pagina_073.jpg

description: Bulletin of 1881/11/19
DOI: 10.13130/rd_unimi/epaoaq/slbjmt
title: Novembre_1881_Pagina_074.jpg

description: Bulletin of 1881/11/19
DOI: 10.13130/rd_unimi/epaoaq/1pmnct
title: Novembre_1881_Pagina_075.jpg

description: Bulletin of 1881/11/19
DOI: 10.13130/rd_unimi/epaoaq/7xegff
title: Novembre_1881_Pagina_076.jpg

description: Bulletin of 1881/11/19
DOI: 10.13130/rd_unimi/epaoaq/cuhqik
title: Novembre_1881_Pagina_077.jpg

description: Bulletin of 1881/11/20
DOI: 10.13130/rd_unimi/epaoaq/tepzxe
title: Novembre_1881_Pagina_078.jpg

description: Bulletin of 1881/11/20
DOI: 10.13130/rd_unimi/epaoaq/tegsp2
title: Novembre_1881_Pagina_079.jpg

description: Bulletin of 1881/11/20
DOI: 10.13130/rd_unimi/epaoaq/fzepju
title: Novembre_1881_Pagina_080.jpg

description: Bulletin of 1881/11/20
DOI: 10.13130/rd_unimi/epaoaq/r6zsph
title: Novembre_1881_Pagina_081.jpg

description: Bulletin of 1881/11/21
DOI: 10.13130/rd_unimi/epaoaq/7g6bsy
title: Novembre_1881_Pagina_082.jpg

description: Bulletin of 1881/11/21
DOI: 10.13130/rd_unimi/epaoaq/0t8yxn
title: Novembre_1881_Pagina_083.jpg

description: Bulletin of 1881/11/21
DOI: 10.13130/rd_unimi/epaoaq/u9fdpv
title: Novembre_1881_Pagina_084.jpg

description: Bulletin of 1881/11/21
DOI: 10.13130/rd_unimi/epaoaq/iywz4c
title: Novembre_1881_Pagina_085.jpg

description: Bulletin of 1881/11/22
DOI: 10.13130/rd_unimi/epaoaq/kblcep
title: Novembre_1881_Pagina_086.jpg

description: Bulletin of 1881/11/22
DOI: 10.13130/rd_unimi/epaoaq/2cpwig
title: Novembre_1881_Pagina_087.jpg

description: Bulletin of 1881/11/22
DOI: 10.13130/rd_unimi/epaoaq/xvxz1k
title: Novembre_1881_Pagina_088.jpg

description: Bulletin of 1881/11/22
DOI: 10.11582/2025.ipln6xcu
title: Oxford Nanopore sequencing data for Gadus morhua

description: This repository contains the raw sequencing data from Oxford Nanopore sequencing. Currently, is it not possible to deposit this in INSDC, but recalling bases from this raw sequencing data can be really useful for genome assembly projects.
DOI: 10.13130/rd_unimi/epaoaq/y9gtco
title: Novembre_1881_Pagina_089.jpg

description: Bulletin of 1881/11/23
DOI: 10.13130/rd_unimi/epaoaq/gdyenp
title: Novembre_1881_Pagina_090.jpg

description: Bulletin of 1881/11/23
DOI: 10.13130/rd_unimi/epaoaq/ye1dq6
title: Novembre_1881_Pagina_091.jpg

description: Bulletin of 1881/11/23
DOI: 10.13130/rd_unimi/epaoaq/uf0q3n
title: Novembre_1881_Pagina_092.jpg

description: Bulletin of 1881/11/23
DOI: 10.13130/rd_unimi/epaoaq/sdp6un
title: Novembre_1881_Pagina_093.jpg

description: Bulletin of 1881/11/24
DOI: 10.13130/rd_unimi/epaoaq/top0ld
title: Novembre_1881_Pagina_094.jpg

description: Bulletin of 1881/11/24
DOI: 10.15468/dl.4jeqn4
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Oceania",
 "Country is New Zealand",
 "MediaType is Image",
 "TaxonKey is Carex leporina"
 ]
}

 The dataset includes 66 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044356-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/epaoaq/mwaxvn
title: Novembre_1881_Pagina_095.jpg

description: Bulletin of 1881/11/24
DOI: 10.15468/dl.tyyhka
title: Occurrence Download

description: A dataset containing 11103355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((33.69452 29.16601,11.02112 32.06225,-1.11129 34.64401,-13.77043 21.0006,-5.98513 6.29259,10.65819 6.62768,19.97871 -27.2775,21.43043 -31.7067,38.03521 -13.87467,36.93358 -1.12986,47.94509 8.2566,40.13249 9.23114,33.69452 29.16601))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11103355 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044303-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/epaoaq/ftwtgu
title: Novembre_1881_Pagina_096.jpg

description: Bulletin of 1881/11/24
DOI: 10.13130/rd_unimi/epaoaq/cr6rxh
title: Novembre_1881_Pagina_097.jpg

description: Bulletin of 1881/11/25
DOI: 10.15468/dl.bgh7a9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.756 2.674176, 99.685661 2.668608, 99.61705600000001 2.652038, 99.55187599999999 2.624877, 99.491726 2.587794, 99.43808900000001 2.541701, 99.392285 2.487736, 99.355441 2.427228, 99.32846499999999 2.361667, 99.31201900000001 2.292668, 99.306507 2.221931, 99.312062 2.151197, 99.328546 2.082208, 99.355552 2.016662, 99.392415 1.956173, 99.438225 1.902229, 99.491856 1.856157, 99.551986 1.819092, 99.617136 1.791946, 99.685703 1.775386, 99.756 1.769821, 99.826297 1.775386, 99.894864 1.791946, 99.960014 1.819092, 100.020144 1.856157, 100.073775 1.902229, 100.119585 1.956173, 100.156448 2.016662, 100.183454 2.082208, 100.199938 2.151197, 100.205493 2.221931, 100.199981 2.292668, 100.183535 2.361667, 100.156559 2.427228, 100.119715 2.487736, 100.073911 2.541701, 100.020274 2.587794, 99.96012399999999 2.624877, 99.894944 2.652038, 99.826339 2.668608, 99.756 2.674176))"},{"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/0044357-251120083545085/datasets/export for details.
DOI: 10.13130/rd_unimi/epaoaq/eluijh
title: Novembre_1881_Pagina_098.jpg

description: Bulletin of 1881/11/25
DOI: 10.13130/rd_unimi/epaoaq/jcwwae
title: Novembre_1881_Pagina_099.jpg

description: Bulletin of 1881/11/25
DOI: 10.13130/rd_unimi/epaoaq/om7h1a
title: Novembre_1881_Pagina_100.jpg

description: Bulletin of 1881/11/25
DOI: 10.13130/rd_unimi/epaoaq/6oeipk
title: Novembre_1881_Pagina_101.jpg

description: Bulletin of 1881/11/26
DOI: 10.13130/rd_unimi/epaoaq/ze5azu
title: Novembre_1881_Pagina_102.jpg

description: Bulletin of 1881/11/26
DOI: 10.13130/rd_unimi/epaoaq/fvhyoa
title: Novembre_1881_Pagina_103.jpg

description: Bulletin of 1881/11/26
DOI: 10.13130/rd_unimi/epaoaq/sh0g2v
title: Novembre_1881_Pagina_104.jpg

description: Bulletin of 1881/11/26
DOI: 10.13130/rd_unimi/epaoaq/ixtavr
title: Novembre_1881_Pagina_105.jpg

description: Bulletin of 1881/11/27
DOI: 10.13130/rd_unimi/epaoaq/kjcgye
title: Novembre_1881_Pagina_106.jpg

description: Bulletin of 1881/11/27
DOI: 10.13130/rd_unimi/epaoaq/jbxhqs
title: Novembre_1881_Pagina_107.jpg

description: Bulletin of 1881/11/27
DOI: 10.13130/rd_unimi/epaoaq/oe73ji
title: Novembre_1881_Pagina_108.jpg

description: Bulletin of 1881/11/27
DOI: 10.13130/rd_unimi/epaoaq/3sbiyu
title: Novembre_1881_Pagina_109.jpg

description: Bulletin of 1881/11/28
DOI: 10.13130/rd_unimi/epaoaq/tmdghp
title: Novembre_1881_Pagina_110.jpg

description: Bulletin of 1881/11/28
DOI: 10.13130/rd_unimi/epaoaq/xi7jmv
title: Novembre_1881_Pagina_111.jpg

description: Bulletin of 1881/11/28
DOI: 10.13130/rd_unimi/epaoaq/ktyzcl
title: Novembre_1881_Pagina_112.jpg

description: Bulletin of 1881/11/28
DOI: 10.13130/rd_unimi/epaoaq/tpjrrt
title: Novembre_1881_Pagina_113.jpg

description: Bulletin of 1881/11/29
DOI: 10.13130/rd_unimi/epaoaq/5qcjnt
title: Novembre_1881_Pagina_114.jpg

description: Bulletin of 1881/11/29
DOI: 10.13130/rd_unimi/epaoaq/xhmnjh
title: Novembre_1881_Pagina_115.jpg

description: Bulletin of 1881/11/29
DOI: 10.13130/rd_unimi/epaoaq/kf52eb
title: Novembre_1881_Pagina_116.jpg

description: Bulletin of 1881/11/29
DOI: 10.13130/rd_unimi/epaoaq/6d6qn6
title: Novembre_1881_Pagina_117.jpg

description: Bulletin of 1881/11/30
DOI: 10.13130/rd_unimi/epaoaq/k02phh
title: Novembre_1881_Pagina_118.jpg

description: Bulletin of 1881/11/30
DOI: 10.13130/rd_unimi/epaoaq/dm6hoo
title: Novembre_1881_Pagina_119.jpg

description: Bulletin of 1881/11/30
DOI: 10.13130/rd_unimi/epaoaq/6jcoab
title: Novembre_1881_Pagina_120.jpg

description: Bulletin of 1881/11/30
DOI: 10.13130/rd_unimi/epaoaq/j7lze9
title: Ottobre_1881_Pagina_001.jpg

description: Bulletin of 1881/10/01
DOI: 10.13130/rd_unimi/epaoaq/0x3cgj
title: Ottobre_1881_Pagina_002.jpg

description: Bulletin of 1881/10/01
DOI: 10.13130/rd_unimi/epaoaq/v58tjc
title: Ottobre_1881_Pagina_003.jpg

description: Bulletin of 1881/10/01
DOI: 10.13130/rd_unimi/epaoaq/oayywq
title: Ottobre_1881_Pagina_004.jpg

description: Bulletin of 1881/10/01
DOI: 10.13130/rd_unimi/epaoaq/pkgoxb
title: Ottobre_1881_Pagina_005.jpg

description: Bulletin of 1881/10/02
DOI: 10.15468/dl.nddeax
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044360-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/epaoaq/fmuqjh
title: Ottobre_1881_Pagina_006.jpg

description: Bulletin of 1881/10/02
DOI: 10.15468/dl.ey8y6f
title: Occurrence Download

description: A dataset containing 3732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bison bonasus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 3732 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044362-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/epaoaq/q1uomm
title: Ottobre_1881_Pagina_007.jpg

description: Bulletin of 1881/10/02
DOI: 10.13130/rd_unimi/epaoaq/nqekas
title: Ottobre_1881_Pagina_008.jpg

description: Bulletin of 1881/10/02
DOI: 10.13130/rd_unimi/epaoaq/1g0oxi
title: Ottobre_1881_Pagina_009.jpg

description: Bulletin of 1881/10/03
DOI: 10.5167/uzh-280049
title: Porella arboris-vitae (With.) Grolle subsp. arboris-vitae
DOI: 10.13130/rd_unimi/epaoaq/n8xpsg
title: Ottobre_1881_Pagina_010.jpg

description: Bulletin of 1881/10/03
DOI: 10.13130/rd_unimi/epaoaq/yctskf
title: Ottobre_1881_Pagina_011.jpg

description: Bulletin of 1881/10/03
DOI: 10.13130/rd_unimi/epaoaq/tqvmti
title: Ottobre_1881_Pagina_012.jpg

description: Bulletin of 1881/10/03
DOI: 10.15468/dl.c269gz
title: Occurrence Download

description: A dataset containing 16830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astragalus penduliflorus, Carex parviflora, Comastoma tenellum, Coronilla vaginalis, Draba dubia, Draba fladnizensis, Draba siliquosa, Draba tomentosa, Erigeron alpinus, Gentiana orbicularis, Juncus triglumis, Sibbaldia procumbens, Thalictrum alpinum, Woodsia alpina, Woodsia pulchella, Carex rupestris, Arctous alpina, Carex myosuroides, Carex atrofusca, Juncus castaneus, Petrocallis pyrenaica, Astragalus alpinus, Astragalus norvegicus, Kobresia simpliciuscula, Loiseleuria procumbens, Armeria alpina, Linaria alpina)",
 "Year is greater than or equal to 1990",
 "CoordinateUncertaintyInMeters is less than 20",
 "HasCoordinate is true",
 "Geometry POLYGON((4 43.5, 18 43.5, 18 48.5, 4 48.5, 4 43.5))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16830 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044361-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/epaoaq/8rrz3o
title: Ottobre_1881_Pagina_013.jpg

description: Bulletin of 1881/10/04
DOI: 10.13130/rd_unimi/epaoaq/7lokhv
title: Ottobre_1881_Pagina_014.jpg

description: Bulletin of 1881/10/04
DOI: 10.5281/zenodo.17801878
title: FII BCI Corpus MI

description: The FII BCI Corpus comprises a selection of BCI databases : P300 and Motor Imagery (MI), annotated and curated for research purposes in a collaborative project carried out at University Federico II of Naples and University Grenoble Alpes of Grenoble.

 

Besides using this page and Zenodo API, the corpus can be easily installed using Eegle's download GUI — see Eegle.Database.downloadDB.

The disk space requirements for the data here below is 36.6 GB 

 

Along with EEG data and class labels, the corpus provides comprehensive metadata that allow to select the data for the study at hand and extract relevant information. This makes it particularly easy to carry out machine learning research on BCI data — see for example Tutorial ML 2.

 

The data curation included:





discarding EEG recordings



flagged by the database authors as problematic

holding corrupted data (e.g., NaN values during the trials)

yielding numerical problems with standard data manipulations procedures

offering close-to-chance performance in standard 2-class prediction tasks,



conversion of data into µV with Float32 precision,

class re-labeling using a standardized scheme,

downsampling (if applicable) to ≤ 256 samples per second preventing aliasing,

removal of non-EEG channels, such as EOG, EMG, reference, or ground electrodes,

concatenation of runs from the same session with identical experimental condition,

cleaning of NaN and zero values at the beginning and ending of the recordings

conversion of the cleaned data from CSV to the NY format, easily accessible in any programming language.



For the details on the discarding procedures for each file see the @discarded.md file for MI and P300.

 

For all details on the construction of the corpus, see the FII BCI Corpus Overview.
DOI: 10.13130/rd_unimi/epaoaq/dcwcz0
title: Ottobre_1881_Pagina_015.jpg

description: Bulletin of 1881/10/04