cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.y32xqm
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bedotia madagascariensis Regan, 1903"
 ]
}

 The dataset includes 56 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0338296-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-11501
title: Put' = Voie = [The way], no. 24 (October 1930)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.bve3md
title: Occurrence Download

description: A dataset containing 1080 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Country is one of (Canada, United States of America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arabidopsis lyrata (L.) O'Kane & Al-Shehbaz"
 ]
}

 The dataset includes 1080 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011659-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shcec9
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspidistra bogneri Tillich"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066979-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-13327
title: Put' = Voie = [The way], no. 42 (January-March 1934)

description: [description english/roman)] Irregular frequency
DOI: 10.25549/pcra-c14-8049
title: Khristianin = [The Christian], 1928, no. 1 (1928)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.anfsuc
title: Occurrence Download

description: A dataset containing 548 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arborophila gingica (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 548 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0363218-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nraa4r
title: Occurrence Download

description: A dataset containing 1214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hylomyscus walterverheyeni Nicolas, Wendelen, Barriere, Dudu & Colyn, 2008)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1214 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066984-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-7715
title: Khristianin = [The Christian], 1927, no. 5 (1927)

description: [description english/roman)] Monthly
DOI: 10.25549/pcra-c14-9268
title: Put' = Voie = [The way], no. 6 (January 1927)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.3qgaz3
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-78.9411678000000023 40.2894349999999974, -78.9411678000000023 40.2921579200000011, -78.9411678000000023 40.2956069499999998, -78.9411678000000023 40.2990559799999986, -78.9411678000000023 40.3014158499999979, -78.9411678000000023 40.3050464100000028, -78.9411678000000023 40.3075878000000003, -78.9360656199999937 40.3075878000000003, -78.9305982199999931 40.3075878000000003, -78.9260420600000003 40.3075878000000003, -78.9216681399999942 40.3075878000000003, -78.9194818999999939 40.3075878000000003, -78.9194818999999939 40.3028680700000024, -78.9194818999999939 40.2986929300000014, -78.9194818999999939 40.2952439000000027, -78.9194818999999939 40.2917948600000031, -78.9194818999999939 40.2894349999999974, -78.9234906100000018 40.2894349999999974, -78.9265888000000047 40.2894349999999974, -78.9311449599999975 40.2894349999999974, -78.9344253999999950 40.2894349999999974, -78.9384348199999977 40.2894349999999974, -78.9411678000000023 40.2894349999999974))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 87 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099415-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qkkyh
title: Occurrence Download

description: A dataset containing 4845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Ranunculus gramineus L."
 ]
}

 The dataset includes 4845 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066999-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-9272
title: Put' = Voie = [The way], no. 6 (January 1927)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.3wpgkv
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paullinia buricana Croat"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064525-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49u4r9
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-78.9324811999999980 40.3409388999999976, -78.9324811999999980 40.3418131700000018, -78.9324811999999980 40.3424113499999990, -78.9324811999999980 40.3432395999999969, -78.9324811999999980 40.3438838000000004, -78.9324811999999980 40.3444359599999984, -78.9324811999999980 40.3455403000000032, -78.9313767299999967 40.3455403000000032, -78.9305023499999976 40.3455403000000032, -78.9296279699999985 40.3455403000000032, -78.9284314599999988 40.3455403000000032, -78.9277411599999965 40.3455403000000032, -78.9268207599999982 40.3455403000000032, -78.9262685199999936 40.3455403000000032, -78.9253481199999953 40.3455403000000032, -78.9239215099999996 40.3455403000000032, -78.9228630500000037 40.3455403000000032, -78.9218046000000015 40.3455403000000032, -78.9218046000000015 40.3445279900000031, -78.9218046000000015 40.3437917700000028, -78.9218046000000015 40.3431475699999993, -78.9218046000000015 40.3421352599999992, -78.9218046000000015 40.3414910699999965, -78.9218046000000015 40.3409388999999976, -78.9227710100000053 40.3409388999999976, -78.9237374300000027 40.3409388999999976, -78.9245657900000026 40.3409388999999976, -78.9254401599999937 40.3409388999999976, -78.9263605600000062 40.3409388999999976, -78.9276951399999973 40.3409388999999976, -78.9290297200000026 40.3409388999999976, -78.9298120499999953 40.3409388999999976, -78.9308705100000054 40.3409388999999976, -78.9314687699999951 40.3409388999999976, -78.9324811999999980 40.3409388999999976))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099452-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-9340
title: Put' = Voie = [The way], no. 7 (April 1927)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.7yft82
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sigmoidotropis antillana (Urb.) A.Delgado"
 ]
}

 The dataset includes 106 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030709-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-9225
title: Put' = Voie = [The way], no. 6 (January 1927)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.84xft3
title: Occurrence Download

description: A dataset containing 1061 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schistidium confertum (Funck) Bruch & Schimp., Schistidium dupretii (Thér.) W.A.Weber)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1061 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252513-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-9263
title: Put' = Voie = [The way], no. 6 (January 1927)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.hrss2j
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Theloderma lateriticum Bain, Nguyen & Doan, 2009)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066997-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uu7jhy
title: Occurrence Download

description: A dataset containing 3174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scapania paludicola Loeske & Müll.Frib., Scapania scandica (Arnell & H.Buch) Macvicar)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 3174 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252482-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-9413
title: Put' = Voie = [The way], no. 7 (April 1927)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.2fap87
title: Occurrence Download

description: A dataset containing 5153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colobanthus Bartl."
 ]
}

 The dataset includes 5153 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067028-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-8966
title: Put' = Voie = [The way], no. 4 (June-July 1926)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.ptsh8p
title: Occurrence Download

description: A dataset containing 671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea ramosissima (Poir.) Choisy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 671 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068213-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-9376
title: Put' = Voie = [The way], no. 7 (April 1927)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.du49nf
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Micrixalus nelliyampathi Biju, Garg, Gururaja, Shouche & Walujkar, 2014)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067007-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggbbvk
title: Occurrence Download

description: A dataset containing 633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dryophytes plicatus (Brocchi, 1877)",
 "Year 1960-2022"
 ]
}

 The dataset includes 633 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0363822-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-9613
title: Put' = Voie = [The way], no. 9 (January 1928)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.kszazc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lophuromys menageshae Lavrenchenko, W.Verheyen, E.Verheyen, Hulseman & Leirs, 2007)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067019-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-9617
title: Put' = Voie = [The way], no. 9 (January 1928)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.qafc83
title: Occurrence Download

description: A dataset containing 1280 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Palaemon macrodactylus M.J.Rathbun, 1902"
 ]
}

 The dataset includes 1280 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272373-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-9577
title: Put' = Voie = [The way], no. 9 (January 1928)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.ppxf95
title: Occurrence Download

description: A dataset containing 3191 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Araneus angulatus Clerck, 1757"
 ]
}

 The dataset includes 3191 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007333-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-9922
title: Put' = Voie = [The way], no. 11 (June 1928)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.qrvp2v
title: Occurrence Download

description: A dataset containing 1465115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pararge aegeria (Linnaeus, 1758), Parascutellinia carneosanguinea (Fuckel) T.Schumach., Parasola hemerobia (Fr.) Redhead, Vilgalys & Hopple)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1465115 records from 1133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0323636-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvqwzn
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thulinia albolutea P.J.Cribb"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125651-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nw3c2a
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thamnocalamus chigar (Stapleton) Stapleton"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125650-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10947029
title: Dataset for neutron and gamma-ray pulse shape discrimination: radiation pulse signals and discrimination methodologies

description: This dataset provides neutron and gamma-ray pulse signals for pulse shape discrimination experiments. Serval traditional and recently proposed pulse shape discrimination algorithms are utilized to conduct pulse shape discrimination under raw pulse signals and noise-enhanced datasets. These algorithms include zero-crossing (ZC), charge comparison (CC), falling edge percentage slope (FEPS), frequency gradient analysis (FGA), pulse-coupled neural network (PCNN), ladder gradient (LG), and heterogeneous quasi-continuous spiking cortical model (HQC-SCM). This dataset also provides the source code of all these pulse shape discrimination methods, together with the source code of schematic pulse shape discrimination performance evaluation and anti-noise performance evaluation. Detailed descriptions of this dataset can be found at: https://doi.org/10.48550/arXiv.2305.18242.
description: MATLAB R2022B is the recommended test environment for this dataset. Detailed descriptions of this dataset can be found at: https://doi.org/10.48550/arXiv.2305.18242.
DOI: 10.5281/zenodo.7754572
title: Dataset for neutron and gamma-ray pulse shape discrimination: radiation pulse signals and discrimination methodologies

description: This dataset provides neutron and gamma-ray pulse signals for pulse shape discrimination experiments. Serval traditional and recently proposed pulse shape discrimination algorithms are utilized to conduct pulse shape discrimination under raw pulse signals and noise-enhanced datasets. These algorithms include zero-crossing (ZC), charge comparison (CC), falling edge percentage slope (FEPS), frequency gradient analysis (FGA), pulse-coupled neural network (PCNN), ladder gradient (LG), and heterogeneous quasi-continuous spiking cortical model (HQC-SCM). This dataset also provides the source code of all these pulse shape discrimination methods, together with the source code of schematic pulse shape discrimination performance evaluation and anti-noise performance evaluation. Detailed descriptions of this dataset can be found at: https://doi.org/10.48550/arXiv.2305.18242.
description: MATLAB R2022B is the recommended test environment for this dataset. Detailed descriptions of this dataset can be found at: https://doi.org/10.48550/arXiv.2305.18242.