cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15592454
title: Assessing the degree of cortical delamination through electrical pattern analysis

description: 🧠 Welcome to the Wild World of Cortex Recordings! 🎉

Inside this .zip treasure chest, you'll uncover 9 electrifying .csv files of MEA (8x8 array) data, each brimming with 15 minutes of spontaneous neural activity from the M1 medial cortex of P30 rats. 🐭⚡️



Every file content raw Voltage values, already downsampled to 1 kHz


---

📁 What's in the Zip?

- Each file follows a naming pattern like 01-basal-eulam or num-activity-condition.- These represent baseline recordings, so no tampering here just pure, unfiltered brain chatter.

---

 ⚠️ Heads-up: Electrode Activity

Electrodes in these arrays are a little... let's say, artistically arranged (read: totally scrambled) 🎨🧩

But don’t panic!

We’ve come to the rescue with a heroic script:  [preprocessing.py] available in our https://github.com/AnaAquiles/CorticalDelam-MEA[GitHub repository]Use it to realign your neurons like a pro 🧑‍🔬💻

---

🧪 Let the Experiments Begin!

You’ll also find recordings where the activity was deliberately perturbed using a Free Mg²⁺ medium (mad science intensifies 🔬).  These span 45 minutes, split into three 15-minute files:

- 01-ceroMg1-eulam- 01-ceroMg2-eulam- 01-ceroMg3-eulam

Then, to soothe the cortex back to normal (aww 💆), you'll get the recovery recordings  30 minutes total, also in 15-minute slices:

- 01-recMg1-eulam- 01-recMg2-eulam

---

 📬 Questions?

Explore the dataset using the tools in the repo, and if you find yourself talking to your neurons like they're coworkers—  contact the authors before they start talking back! 🧠💬

---

 Happy RESEARCH!
DOI: 10.15468/dl.e5v5wf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chiloglanis paratus Crass, 1960",
 "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 ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024672-250525065834625/datasets/export for details.
DOI: 10.15468/dl.p8pxwm
title: Occurrence Download

description: A dataset containing 1839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chaerophyllum prescottii DC.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1839 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055320-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmfjf6
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vachellia exuvialis (Verd.) Kyal. & Boatwr."
 ]
}

 The dataset includes 128 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043190-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8ze3q
title: Occurrence Download

description: A dataset containing 1626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Anacardium occidentale L."
 ]
}

 The dataset includes 1626 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011124-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jjvq9
title: Occurrence Download

description: A dataset containing 344 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus aquilus Klauber, 1952"
 ]
}

 The dataset includes 344 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043199-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rlxzxd
title: Occurrence Download

description: A dataset containing 8881 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Actualisation de la cartographie des Ptéridophytes de France et d'Europe occidentale"
 ]
}

 The dataset includes 8881 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008089-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4aaj24
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-499.0",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Issue is Country derived from coordinates",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate rounded",
 "Issue is Occurrence status inferred from individual count"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Silene noctiflora L."
 ]
}

 The dataset includes 64 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011125-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ee49c
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marsdenia tressensiae S.A.Cáceres & Morillo"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043202-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85kgug
title: Occurrence Download

description: A dataset containing 90109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ammospiza maritima (A.Wilson, 1811)"
 ]
}

 The dataset includes 90109 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0366026-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htf9vu
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba carnosula O.E.Schulz"
 ]
}

 The dataset includes 40 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061762-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzg5qs
title: Occurrence Download

description: A dataset listing the 653 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.17_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carabidae"
 ]
}

 The dataset's 653 records were derived from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066985-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjydhh
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Edwyniana Moure, 1954"
 ]
}

 The dataset includes 82 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043206-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjyvkt
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Mesocricetus auratus (Waterhouse, 1839)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020270-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.weha6z
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Arizona State University Amphibian and Reptile Collection"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000569-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p10ag7
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Narcissus calcicola Mendonça"
 ]
}

 The dataset includes 185 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043215-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvakg6
title: Occurrence Download

description: A dataset containing 2793 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Chinese Taipei",
 "Country is Hong Kong",
 "Country is China"
 ]
 },
 "TaxonKey is Emberiza aureola Pallas, 1773"
 ]
}

 The dataset includes 2793 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021709-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9utk9p
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Borassus madagascariensis (Jum. & H.Perrier) Bojer ex Jum. & H.Perrier"
 ]
}

 The dataset includes 47 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010067-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyc7bm
title: Occurrence Download

description: A dataset containing 1325 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus serotina var. capuli (Cav.) Hatus."
 ]
}

 The dataset includes 1325 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043221-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xb9qjt
title: Occurrence Download

description: A dataset containing 239503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-94.11987 1.24146,-89.71436 -3.55957,-83.1665 7.51465,-86.00098 9.31641,-94.11987 1.24146))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2010-2020"
 ]
}

 The dataset includes 239503 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068691-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mztahk
title: Occurrence Download

description: A dataset containing 18849 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alosa fallax (Lacepède, 1803)"
 ]
}

 The dataset includes 18849 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117674-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzzdag
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "TaxonKey is Anolis barkeri (Schmidt, 1939)"
 ]
}

 The dataset includes 82 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043228-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jx8955
title: Occurrence Download

description: A dataset containing 7758 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ferns at the Central Siberian Botanical Garden herbarium collections (NS, NSK)"
 ]
}

 The dataset includes 7758 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010068-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-140981
title: Renewal, no. 106 (Aug./Sept. 1983)

description: [description english/roman)] Renewal, no. 106 (Aug./Sept. 1983). Published six times per year.
DOI: 10.15468/dl.vfk36f
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnostoma papuanum (S.Moore) L.A.S.Johnson"
 ]
}

 The dataset includes 287 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021361-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ks3pk
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Urtica fissa E.Pritz.",
 "Year 1970-2020"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021359-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-141146
title: Renewal, no. 109 (Feb./Mar. 1984)

description: [description english/roman)] Renewal, no. 109 (Feb./Mar. 1984). Published six times per year.
DOI: 10.15468/dl.977x8e
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-96.4402503999999965 42.4992936000000014, -96.4402503999999965 42.5039126499999966, -96.4402503999999965 42.5060572100000016, -96.4402503999999965 42.5086966599999982, -96.4402503999999965 42.5128208100000009, -96.4402503999999965 42.5157901999999979, -96.4351375600000011 42.5157901999999979, -96.4329934799999933 42.5157901999999979, -96.4287053200000059 42.5157901999999979, -96.4260664499999933 42.5157901999999979, -96.4226029000000011 42.5157901999999979, -96.4226029000000011 42.5129857800000011, -96.4226029000000011 42.5110061900000034, -96.4226029000000011 42.5072119700000002, -96.4226029000000011 42.5044075500000034, -96.4226029000000011 42.5012731899999991, -96.4226029000000011 42.4992936000000014, -96.4259015199999965 42.4992936000000014, -96.4303546099999949 42.4992936000000014, -96.4346427699999964 42.4992936000000014, -96.4379413500000027 42.4992936000000014, -96.4402503999999965 42.4992936000000014))",
 "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 264 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085981-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se0rze
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Chiranthodendron pentadactylon Larreat."
 ]
}

 The dataset includes 312 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004996-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-140953
title: Renewal, no. 106 (Aug./Sept. 1983)

description: [description english/roman)] Renewal, no. 106 (Aug./Sept. 1983). Published six times per year.
DOI: 10.15468/dl.4dxvgx
title: Occurrence Download

description: A dataset containing 1189 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UWIZM Molluscs"
 ]
}

 The dataset includes 1189 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021357-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpepn6
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrodoris coronata Kay & D.K.Young, 1969"
 ]
}

 The dataset includes 53 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085962-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-140983
title: Renewal, no. 106 (Aug./Sept. 1983)

description: [description english/roman)] Renewal, no. 106 (Aug./Sept. 1983). Published six times per year.
DOI: 10.25549/pcra-c14-141265
title: Renewal, no. 112 (Aug./Sept. 1984)

description: [description english/roman)] Renewal, no. 112 (Aug./Sept. 1984). Published six times per year.
DOI: 10.15468/dl.jci5ty
title: Occurrence Download

description: A dataset containing 1152721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-171.91406 -57.70415,-24.96094 -57.70415,-24.96094 76.01609,-171.91406 76.01609,-171.91406 -57.70415))",
 "TaxonKey is Passerculus sandwichensis (J.F.Gmelin, 1789)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1152721 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004996-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-17325
title: Minute Book no. 6, PMU, AoG GB, HRMC, June 1925 - July 1927

description: [description english/roman)] Pentecostal Missionary Union [PMU]/Assemblies of God [AoG] Home Reference Missionary Council [HRMC] minute Book No.6, including appointments to Home Reference Missionary Council, 24 pages of index followed by 204 pages of minutes relating to missionaries and ends with 2 pages of accounts. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.15468/dl.f3sh3f
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peristylus timorensis (Ridl.) J.J.Wood & Ormerod"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070363-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q64fqn
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coryphantha georgii Boed."
 ]
}

 The dataset includes 67 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085988-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9fde5
title: Occurrence Download

description: A dataset containing 3228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psychodidae",
 "Country is Malaysia"
 ]
}

 The dataset includes 3228 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033555-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tukokc
title: Occurrence Download

description: A dataset containing 86259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 86259 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004996-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-17280
title: Minute Book no. 6, PMU, AoG GB, HRMC, June 1925 - July 1927

description: [description english/roman)] Pentecostal Missionary Union [PMU]/Assemblies of God [AoG] Home Reference Missionary Council [HRMC] minute Book No.6, including appointments to Home Reference Missionary Council, 24 pages of index followed by 204 pages of minutes relating to missionaries and ends with 2 pages of accounts. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.15468/dl.9arbv6
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is Atta cephalotes (Linnaeus, 1758)"
 ]
}

 The dataset includes 59 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105246-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9h4j5
title: Occurrence Download

description: A dataset containing 6292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acinonyx jubatus (Schreber, 1775)"
 ]
}

 The dataset includes 6292 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033549-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.