cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8111591
title: EDoS_Network_Slicing_K8S

description: The dataset includes raw resource usage and service performance metrics collected from CNFs of vCDN slices deployed on a cloud-native platform (kubernetes). The The dataset serves to train ML models for mitigating EDoS attacks by detecting anomalous resource scaling operations caused by application-layer DDoS attacks. The raw resource usage and performance metrics data have been recorded from two vCDN slices over a period of 5 days. A time series for each resource usage and performance metric was recorded using a data sampling period of 300s. The training data were collected during the first 4 days of attack-free activity. The 5th day served to create the testing dataset which includes data for normal activity as well as anomalous activity caused by application-layer DDoS attacks (specifically Hulk and Slowloris attacks) executed on different periods of the day. A training dataset and a testing dataset, containing the raw multivariate time series data, are generated for each vCDN slice's CNF with a total of  5401 and 2701 samples, respectively. For each slice, we provide the anomaly labels, which correspond to the attack periods.
DOI: 10.5281/zenodo.8111592
title: EDoS_Network_Slicing_K8S

description: The dataset includes raw resource usage and service performance metrics collected from CNFs of vCDN slices deployed on a cloud-native platform (kubernetes). The The dataset serves to train ML models for mitigating EDoS attacks by detecting anomalous resource scaling operations caused by application-layer DDoS attacks. The raw resource usage and performance metrics data have been recorded from two vCDN slices over a period of 5 days. A time series for each resource usage and performance metric was recorded using a data sampling period of 300s. The training data were collected during the first 4 days of attack-free activity. The 5th day served to create the testing dataset which includes data for normal activity as well as anomalous activity caused by application-layer DDoS attacks (specifically Hulk and Slowloris attacks) executed on different periods of the day. A training dataset and a testing dataset, containing the raw multivariate time series data, are generated for each vCDN slice's CNF with a total of  5401 and 2701 samples, respectively. For each slice, we provide the anomaly labels, which correspond to the attack periods.
DOI: 10.15468/dl.vfsh64
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphonema venusta Passy, Kociolek & Lowe, 1997",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059264-250525065834625/datasets/export for details.
DOI: 10.15468/dl.9u3nen
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylomormyrus cassaicus (Poll, 1967)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((37.3005 22.3477,37.1382 22.4869,37.1382 20.0599,37.7663 20.0599,37.7668 21.2899,37.3972 21.7772,37.3005 22.3477))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059265-250525065834625/datasets/export for details.
DOI: 10.15468/dl.s7qnaf
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.83439 46.41845,9.13238 46.48115,9.19476 46.50912,8.79981 46.69789,8.6441 46.50912,8.63482 46.39728,8.83439 46.41845))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lyrurus tetrix (Linnaeus, 1758)",
 "Year 2000-2025"
 ]
}

 The dataset includes 69 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059266-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8a2akh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphonema venusta Passy, Kociolek & Lowe, 1997",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059267-250525065834625/datasets/export for details.
DOI: 10.15468/dl.mfj8pc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylomormyrus cassaicus (Poll, 1967)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((44.9094 1.1982,46.1382 1.9309,46.1382 2.0599,37.1382 2.0599,37.1382 -6.9401,40.3593 -6.9401,40.412 -6.7736,40.0778 -6.426,39.9615 -5.9146,40.3471 -5.2827,40.3421 -4.7259,40.0631 -4.4307,40.3789 -3.7221,40.7318 -3.0429,41.8321 -2.1586,43.8394 0.2906,44.9094 1.1982))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059268-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15703054
title: Dataset for a descriptive analysis of students' perceptions of using ChatGPT in a Calculus Course
DOI: 10.5281/zenodo.15703055
title: Dataset for a descriptive analysis of students' perceptions of using ChatGPT in a Calculus Course
DOI: 10.15468/dl.5s9w7z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphonema venusta Passy, Kociolek & Lowe, 1997",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059269-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ke46fw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylomormyrus cassaicus (Poll, 1967)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((44.5146 10.8961,44.3186 11.0599,37.1382 11.0599,37.1382 2.0599,46.1382 2.0599,46.1382 11.0599,45.0861 11.0599,44.7982 10.9157,44.5146 10.8961))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059270-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15703178
title: Online Supplemental Materials Litscoreresults
DOI: 10.15468/dl.pahtw2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphonema venusta Passy, Kociolek & Lowe, 1997",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059271-250525065834625/datasets/export for details.
DOI: 10.15468/dl.9gmyzp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylomormyrus cassaicus (Poll, 1967)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((40.3629 -22.8988,40.7455 -22.7347,40.8996 -22.3696,40.751 -22.0066,40.3849 -21.8351,39.9523 -22.0203,39.831 -22.3517,39.978 -22.7301,40.3629 -22.8988))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059272-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15703264
title: UAV imagery
DOI: 10.5281/zenodo.15703265
title: UAV imagery
DOI: 10.15468/dl.pwk8w5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphonema venusta Passy, Kociolek & Lowe, 1997",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059273-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29369267
title: Experimental study on shear behavior of Polyurethane/water glass-filled planar rock joints

description: Rock joints are widespread in nature and have become a major obstacle to the safe development of underground space. Grouting reinforcement is widely adopted to reduce engineering disasters induced by joint sliding instability. In this study, direct shear tests of Polyurethane/water glass (PU/WG)-filled planar rock joints under constant normal stress conditions were carried out to investigate the effects of normal stress σn, PU/WG layer and curing time T on the shear behavior, shear strength and surface damage of filled joints.
DOI: 10.6084/m9.figshare.29369267.v1
title: Experimental study on shear behavior of Polyurethane/water glass-filled planar rock joints

description: Rock joints are widespread in nature and have become a major obstacle to the safe development of underground space. Grouting reinforcement is widely adopted to reduce engineering disasters induced by joint sliding instability. In this study, direct shear tests of Polyurethane/water glass (PU/WG)-filled planar rock joints under constant normal stress conditions were carried out to investigate the effects of normal stress σn, PU/WG layer and curing time T on the shear behavior, shear strength and surface damage of filled joints.
DOI: 10.15468/dl.3ft5uj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylomormyrus cassaicus (Poll, 1967)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((43.4853 -17.9002,43.2454 -18.319,43.3669 -18.7475,43.7392 -19.0523,43.9101 -19.9313,43.3088 -20.6095,42.6924 -22.1145,43.1438 -23.4412,43.2023 -24.5126,43.4152 -24.9401,46.1382 -24.9401,46.1382 -15.9401,43.6816 -15.9401,43.501 -16.1338,43.501 -16.5181,43.7601 -16.7795,43.2797 -17.3607,43.4853 -17.9002))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059274-250525065834625/datasets/export for details.
DOI: 10.15468/dl.atua6r
title: Occurrence Download

description: A dataset containing 108906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Euphrasia hyperborea Joerger, Carex parallela (Laest.) Sommerf., Polytrichum commune Hedw., Diphasiastrum zanclophyllum (J.H.Wilce) Holub, Alchemilla murbeckiana Buser)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 108906 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059263-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r25jjx
title: Occurrence Download

description: A dataset containing 3772 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coenagrion armatum (Charpentier, 1840)"
 ]
}

 The dataset includes 3772 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059275-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3xy24
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphonema venusta Passy, Kociolek & Lowe, 1997",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059276-250525065834625/datasets/export for details.
DOI: 10.15468/dl.fmq5t5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylomormyrus cassaicus (Poll, 1967)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((43.2262 -16.9066,42.991 -16.6199,42.5693 -16.563,42.237 -16.8562,42.2373 -17.2371,42.4892 -17.5028,42.907 -17.5351,43.1823 -17.3111,43.2262 -16.9066))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059277-250525065834625/datasets/export for details.
DOI: 10.15151/esrf-es-2113790294
title: Cryo-electron microscopy EPN/Grenoble BAG

description: ESRF is privileged to host two state-of-the-art microscopes. Our BAG unites the majority of local labs that utilise cryo-EM to address their diverse structural biology questions, including researchers from the EPN campus (IBS, ESRF, ILL and EMBL) and its vicinity (Cell & Plant Physiology Laboratory LPCV, Grenoble Institut des Neurosciences - GIN, Institute for Advanced Biosciences - IAB).
In a nutshell, approximately 30 principal investigators would greatly benefit from Krios time, with 100 different samples proposed. The high demand for EM beamtime is partially met by two Glacios microscopes available on the campus, currently charged with the pre-screening, but also frequently yielding satisfactory structural insights. Nonetheless, the use of a Krios is indispensable for challenging samples (with heterogeneity or limited concentration requiring a large number of images, small proteins, etc.). Only such “difficult cases” will be selected for Krios time at the BAG level.
DOI: 10.15468/dl.k66669
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-10.45655 35.37089,-1.92934 33.87066,4.12665 43.08862,-6.16317 43.73174,-10.92551 41.07461,-10.45655 35.37089))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Najas gracillima (A.Braun ex Engelm.) Magnus"
 ]
}

 The dataset includes 98 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059278-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yd8nyf
title: Occurrence Download

description: A dataset containing 1956 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhene Thorell, 1869"
 ]
}

 The dataset includes 1956 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059279-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pypm8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gongrosira Kützing, 1843",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059280-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15703290
title: soil sampling data
DOI: 10.5281/zenodo.15703291
title: soil sampling data
DOI: 10.15468/dl.ky3buf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylomormyrus cassaicus (Poll, 1967)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((40.4338 -16.6515,40.833 -15.9401,37.1382 -15.9401,37.1382 -18.642,37.5549 -18.1303,38.5882 -17.6405,39.1071 -17.6835,39.6106 -17.1715,40.0468 -17.0272,40.4338 -16.6515))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059281-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.28283093
title: Combined emergent constraints on future extreme precipitation changes

description: Code and data for "Combined emergent constraints on future extreme precipitation changes"
DOI: 10.6084/m9.figshare.28283093.v1
title: Combined emergent constraints on future extreme precipitation changes

description: Code and data for "Combined emergent constraints on future extreme precipitation changes"
DOI: 10.6084/m9.figshare.28822115
title: Comprehensive full-Length transcriptomic resource for wing dimorphism in English green aphid, Sitobion avenae

description: Description:
This dataset includes (1) polished consensus transcript sequences, (2) the transcriptome annotation files (in gtf format), and (3) identified long non-coding RNA (lncRNA) sequences generated from PacBio Iso-Seq analysis of the English grain aphid, Sitobion avenae. Samples cover three developmental stages of both winged and wingless morphs:
pseudo-embryo (W.Pe, WL.Pe)
1st instar nymph (W.N1, WL.N1)
2nd instar nymph (W.N2, WL.N2)
The transcriptome data were processed using SMRT Link v8.0. Full-length non-chimeric (FLNC) reads were clustered and polished to generate high-quality consensus transcripts. Functional annotation was performed using standard sequence alignment tools against public databases. These data are temporarily available via Figshare for peer-review purposes and will be deposited in NCBI upon manuscript acceptance.
DOI: 10.6084/m9.figshare.28822115.v1
title: Comprehensive full-Length transcriptomic resource for wing dimorphism in English green aphid, Sitobion avenae

description: Description:
This dataset includes (1) polished consensus transcript sequences, (2) the transcriptome annotation files (in gtf format), and (3) identified long non-coding RNA (lncRNA) sequences generated from PacBio Iso-Seq analysis of the English grain aphid, Sitobion avenae. Samples cover three developmental stages of both winged and wingless morphs:
pseudo-embryo (W.Pe, WL.Pe)
1st instar nymph (W.N1, WL.N1)
2nd instar nymph (W.N2, WL.N2)
The transcriptome data were processed using SMRT Link v8.0. Full-length non-chimeric (FLNC) reads were clustered and polished to generate high-quality consensus transcripts. Functional annotation was performed using standard sequence alignment tools against public databases. These data are temporarily available via Figshare for peer-review purposes and will be deposited in NCBI upon manuscript acceptance.
DOI: 10.15468/dl.dmb8xe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gongrosira Kützing, 1843",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059282-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.28070195
title: Data on shell characteristics of brachiopods and foraminifera

description: This dataset includes statistical data on brachiopod shell plication and foraminiferal shell thickness before and after the Permian-Triassic mass extinction and the early Toarcian oceanic anoxic event. Additionally, it includes data on the shell microstructure of living brachiopods cultured under normal and acidified seawater conditions.