cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17733438
title: Database from Slow-Wave–Modulated High-Frequency Oscillations Reveal Early Network Abnormalities in Asymptomatic 5XFAD Mice

description: Data Overview

This dataset comprises raw intracranial electroencephalography (iEEG) recordings acquired from the primary somatosensory cortex (S1) of 5XFAD transgenic mice and wild-type (WT) littermates. Animals were stratified into three age groups to model progressive stages of Alzheimer’s disease: young (preclinical stage), adult (clinical stage), and old (advanced pathology). The data support investigations into electrophysiological biomarkers associated with disease progression and are shared in compliance with the ARRIVE guidelines and the FAIR principles (Findable, Accessible, Interoperable, Reusable).

Experimental Specifications

The data files below show intracranial electroencephalography (iEEG) recordings from somatosensory cortex area of young, adult and old, 5XFAD mice and controls.

The recording settings are as follows:



Recording software: LabVIEW Biomedical Toolkit (v2012; National Instruments; RRID:SCR_014325)

Sampling frequency: 2000 Hz

Amplifier: AC GRASS 78D, gain = ×8000

Filters applied: 0.3–1000 Hz band-pass; 50 Hz notch

Voltage range: ±5.00 V

Channel count: 1 (monopolar iEEG)

File format: .dat

Recording duration: 2 hours per file (continuous)


Recordings were obtained under standardized, artifact-minimized conditions. All procedures adhered to approved ethical protocols.

File Naming and Group Allocation

File names correspond to individual mouse IDs as indicated in Supplementary Table 1 of the associated publication. Group allocation is as follows:



WT young (n=9): WTY_01, WTY_02, WTY_03, WTY_05, WTY_06, WTY_07, WTY_09, WTY_10 and WTY_11.

5XFAD young (n=9): TGY_01, TGY_02, TGY_04, TGY_05, TGY_06, TGY_07, TGY_09, TGY_10 and TGY_12.

WT adult (n=6): WGA_01, WGA_02, WGA_03, WGA_04, WGA_05 and WGA_07.

5XFAD adult (n=6): TGA_01, TGA_02, TGA_05, TGA_06, TGA_08 and TGA_09.

WT old (n=5): WTO_01, WTO_02, WTO_03, WTO_05 and WTO_06.

5XFAD old (n=4): TGO_01, TGO_02, TGO_04 and TGO_06.


Data Use and Citation

To ensure the ethical use of animal-derived data, access to this dataset is restricted. Data will be made available upon reasonable request to the corresponding author, in accordance with institutional and ethical guidelines governing the use of experimental animals.This dataset is distributed under the Creative Commons Attribution 4.0 International license, which allows re-distribution and re-use of the dataset on the condition that the creator is appropriately credited.
DOI: 10.5281/zenodo.17733439
title: Database from Slow-Wave–Modulated High-Frequency Oscillations Reveal Early Network Abnormalities in Asymptomatic 5XFAD Mice

description: Data Overview

This dataset comprises raw intracranial electroencephalography (iEEG) recordings acquired from the primary somatosensory cortex (S1) of 5XFAD transgenic mice and wild-type (WT) littermates. Animals were stratified into three age groups to model progressive stages of Alzheimer’s disease: young (preclinical stage), adult (clinical stage), and old (advanced pathology). The data support investigations into electrophysiological biomarkers associated with disease progression and are shared in compliance with the ARRIVE guidelines and the FAIR principles (Findable, Accessible, Interoperable, Reusable).

Experimental Specifications

The data files below show intracranial electroencephalography (iEEG) recordings from somatosensory cortex area of young, adult and old, 5XFAD mice and controls.

The recording settings are as follows:



Recording software: LabVIEW Biomedical Toolkit (v2012; National Instruments; RRID:SCR_014325)

Sampling frequency: 2000 Hz

Amplifier: AC GRASS 78D, gain = ×8000

Filters applied: 0.3–1000 Hz band-pass; 50 Hz notch

Voltage range: ±5.00 V

Channel count: 1 (monopolar iEEG)

File format: .dat

Recording duration: 2 hours per file (continuous)


Recordings were obtained under standardized, artifact-minimized conditions. All procedures adhered to approved ethical protocols.

File Naming and Group Allocation

File names correspond to individual mouse IDs as indicated in Supplementary Table 1 of the associated publication. Group allocation is as follows:



WT young (n=9): WTY_01, WTY_02, WTY_03, WTY_05, WTY_06, WTY_07, WTY_09, WTY_10 and WTY_11.

5XFAD young (n=9): TGY_01, TGY_02, TGY_04, TGY_05, TGY_06, TGY_07, TGY_09, TGY_10 and TGY_12.

WT adult (n=6): WGA_01, WGA_02, WGA_03, WGA_04, WGA_05 and WGA_07.

5XFAD adult (n=6): TGA_01, TGA_02, TGA_05, TGA_06, TGA_08 and TGA_09.

WT old (n=5): WTO_01, WTO_02, WTO_03, WTO_05 and WTO_06.

5XFAD old (n=4): TGO_01, TGO_02, TGO_04 and TGO_06.


Data Use and Citation

To ensure the ethical use of animal-derived data, access to this dataset is restricted. Data will be made available upon reasonable request to the corresponding author, in accordance with institutional and ethical guidelines governing the use of experimental animals.This dataset is distributed under the Creative Commons Attribution 4.0 International license, which allows re-distribution and re-use of the dataset on the condition that the creator is appropriately credited.
DOI: 10.5281/zenodo.17493510
title: ACEM 10100 - supplementary data
DOI: 10.5281/zenodo.17733961
title: ACEM 10100 - supplementary data
DOI: 10.15468/dl.cmsjr3
title: Occurrence Download

description: A dataset containing 1086119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Specimen, Occurrence evidence)",
 "Geometry POLYGON((103.91293 2.02335,131.25645 2.02335,131.25645 41.27506,103.91293 41.27506,103.91293 2.02335))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN, VU)",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2000-2024"
 ]
}

 The dataset includes 1086119 records from 285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011491-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.taeuxc
title: Occurrence Download

description: A dataset containing 1640 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreochromis aureus (Steindachner, 1864)"
 ]
}

 The dataset includes 1640 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007400-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tu5s4c
title: Occurrence Download

description: A dataset listing the 421 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.26_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset's 421 records were derived from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017355-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y62c4a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Picea asperata Mast."
 ]
}

 The dataset includes 0 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071250-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zigude
title: Occurrence Download

description: A dataset containing 29490 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Catapodium rigidum (L.) C.E.Hubb."
 ]
}

 The dataset includes 29490 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007400-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2eugnp
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neobracea bahamensis (Britton) Britton"
 ]
}

 The dataset includes 103 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017394-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrdmxv
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Honduras",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pulsatrix perspicillata (Latham, 1790)"
 ]
}

 The dataset includes 421 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117301-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3lj7hz
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hesperia comma (Linnaeus, 1758)",
 "Country is Spain"
 ]
}

 The dataset includes 116 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007400-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kpn3p
title: Occurrence Download

description: A dataset containing 773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sylvilagus aquaticus (Bachman, 1837)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 773 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117303-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4m2mk
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Megalostylus dilaticollis Champion, 1911"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003873-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kphqsx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Thalictrum pauciflorum Schur"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007400-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gt8mqh
title: Occurrence Download

description: A dataset containing 12716309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 12716309 records from 472 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071242-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jt3s5
title: Occurrence Download

description: A dataset containing 72819 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physeteridae"
 ]
}

 The dataset includes 72819 records from 464 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067247-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qev3un
title: Occurrence Download

description: A dataset containing 47869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Montserrat",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 47869 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025824-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqm1hm
title: Occurrence Download

description: A dataset containing 2227166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2227166 records from 795 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007400-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-12367
title: Put' = Voie = [The way], no. 32 (February 1932)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.skdu3j
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pavonia oxyphylla (Moc. & Sessé ex DC.) Fryxell"
 ]
}

 The dataset includes 204 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064874-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxefj2
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanochromis mossambiquensis Konings-Dudin, Konings & Stauffer, 2009"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0323542-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-12364
title: Put' = Voie = [The way], no. 32 (February 1932)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.bxk3n7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus pachyrhizus Nees"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019256-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-12412
title: Put' = Voie = [The way], no. 32 (February 1932)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.38k578
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-58.02979 -34.01624,-60.88623 -32.84267,-62.90771 -33.87042,-63.91846 -36.27971,-63.52295 -37.99616,-63.78662 -40.11169,-63.74268 -41.47566,-60.271 -41.40978,-56.79932 -38.68551,-55.57983 -36.42128,-56.23901 -35.58585,-58.02979 -34.01624))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Habenaria bractescens Lindl."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0347569-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42bdz9
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leptopelis macrotis Schiøtz, 1967)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 38 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068727-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-13008
title: Put' = Voie = [The way], no. 39 (July 1933)

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

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla ranunculus Lange"
 ]
}

 The dataset includes 30 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0392139-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-13000
title: Put' = Voie = [The way], no. 39 (July 1933)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.f2wwn6
title: Occurrence Download

description: A dataset containing 5224 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrence data for native Asian tree species gathered during the APFORGIS project"
 ]
}

 The dataset includes 5224 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068733-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-11066
title: Put' = Voie = [The way], no. 21 (April 1930)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.k4es6k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lasiurus degelidus Miller, 1931)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068744-230224095556074/datasets/export for details.
DOI: 10.15468/dl.pmsvnp
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Actualización de la información de las especies y subespecies de magueyes de Oaxaca, con énfasis en las especies mezcaleras"
 ]
}

 The dataset includes 434 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009958-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-11028
title: Put' = Voie = [The way], no. 21 (April 1930)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.zv7f6z
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stenella clymene (Gray, 1850))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 305 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068760-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wr8a8z
title: Occurrence Download

description: A dataset containing 2301 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbesina occidentalis (L.) Walter"
 ]
}

 The dataset includes 2301 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0319627-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-11136
title: Put' = Voie = [The way], no. 21 (April 1930)

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

description: A dataset containing 860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Austrochaperina robusta Fry, 1912)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 860 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068846-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-10989
title: Put' = Voie = [The way], no. 20 (February 1930)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.24d3u3
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Medicago polymorpha L."
 ]
}

 The dataset includes 178 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0392141-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-11128
title: Put' = Voie = [The way], no. 21 (April 1930)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.8tm7bk
title: Occurrence Download

description: A dataset containing 9793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Uperoleia laevigata Keferstein, 1867)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9793 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068751-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.996jj6
title: Occurrence Download

description: A dataset listing the 5 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Actinostola crassicornis (Hertwig, 1882)"
 ]
}

 The dataset's 5 records were derived from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008528-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-10997
title: Put' = Voie = [The way], no. 20 (February 1930)

description: [description english/roman)] Irregular frequency