cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17863/cam.117105
title: Research Data supporting "Neurogenetic phenotypes of learning-dependent plasticity for improved perceptual decisions"

description: This repository contains two datasets from perceptual learning studies using the Glass Pattern task: a multi-session training study and a tDCS intervention study. MRI data were collected using resting-state fMRI and quantitative multi-parameter mapping techniques. Genetic analyses were performed using gene expression data from the Allen Human Brain Atlas (AHBA). The repository includes the toolboxes used to generate the data, along with the source data corresponding to each figure in the manuscript. repo27032025.csv Figure1 sheet: Corresponds to Figure 1 in the manuscript, detailing the toolboxes employed in the methods. A. Gene expression data were downloaded and analyzed using the Abagen toolbox,https://abagen.readthedocs.io/en/stable/. B. Functional and microstructural gradient preprocessing was performed using the micapipe toolbox, https://micapipe.readthedocs.io/en/latest/index.html. D. E.Gene expression enrichment analysis was conducted using the DAVID website (https://davidbioinformatics.nih.gov/). For specific toolbox configurations, please refer to the Methods section of the manuscript. Figure2 sheet: Contains behavioral performance data from the multi-session training experiment. Each row represents a participant, and each column corresponds to a different training session (Day 1, 5, 6, 7, 8, and 9). Scan_1: Baseline MRI, Scan_2: Pre-training MRI, Scan_3: Post-training MRI. Figure3 sheet:Contains MRI data from the multi-session training experiment. The top table presents functional connectivity dispersion within networks (EV – visual, FPN – frontoparietal) and between networks (EV-FPN). The bottom table presents microstructural dispersion data. Behavioral performance is reported as the percentage improvement in accuracy following training. Figure4 sheet: Contains data from the tDCS experiment. The top table shows behavioral accuracy for each group (Anodal, Sham) before and after the tDCS intervention. The bottom table shows functional connectivity dispersion (within-network EV and FPN; between-network EV-FPN) for the Anodal group, normalized against the Sham group, before and after the intervention.
DOI: 10.15468/dl.pt3aru
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eretmobrycon dahli",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033404-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zw21jq
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia polystachia (L.) L."
 ]
}

 The dataset includes 375 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003780-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28pw5u
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oncidium altissimum (Jacq.) Sw."
 ]
}

 The dataset includes 476 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012801-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cit04v
title: Occurrence Download

description: A dataset containing 290333 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is AMNH Mammal Collections"
 ]
}

 The dataset includes 290333 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003782-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u63b97
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "GadmGid is one of (CHN.15_1, CHN.31_1, CHN.1_1, CHN.24_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odorrana tianmuii Chen, Zhou & Zheng, 2010"
 ]
}

 The dataset includes 148 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037468-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mquqi
title: Occurrence Download

description: A dataset containing 2938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ursus Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-172.96875 73.627788,-172.96875 54.977613,-29.53125 54.977613,-29.53125 73.627788,-172.96875 73.627788))"
 ]
}

 The dataset includes 2938 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003780-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77e6pg
title: Occurrence Download

description: A dataset containing 4786 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepis praemorsa (L.) Tausch"
 ]
}

 The dataset includes 4786 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151881-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jlq73d
title: Occurrence Download

description: A dataset containing 4628518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protozoa",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4628518 records from 4791 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003780-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egp7v8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amphibia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-7.5 -7.5,0 -7.5,0 0,-7.5 0,-7.5 -7.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041446-251009101135966/datasets/export for details.
DOI: 10.4121/60df7c4f-ca47-4ad0-8a7d-1962077ed09d
title: Data and scripts for "Acoustic Profiling of Suspended Sediment Concentration in a Hyperturbid Tidal Environment"

description: Measurements of SSCs in the water column are important for understanding many processes related to sediment management. Direct sampling is, however, often too labor intensive. Therefore, we often rely on indirect sampling using Acoustic Doppler Current Profiling observations. The acoustic inversion method typically used is based on the propagation of the emitted and received sound wave, relating acoustic properties to sediment concentrations. To simplify the approach constant calibration coefficients are often assumed, representing homogeneous sediment properties in time and space. Our observations from the near-bed layers in a stratified high-turbid navigation channel of the Ems estuary show that the vertical uniformity assumption only performs well when backscatter profiles vary nearly linearly with depth.
DOI: 10.15468/dl.f3p8s4
title: Occurrence Download

description: A dataset containing 4294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Machine Observation, Human Observation)",
 "Geometry POLYGON((-111.13818 -0.72606,-46.08169 -0.72606,-46.08169 66.46872,-111.13818 66.46872,-111.13818 -0.72606))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Puma Jardine, 1834"
 ]
}

 The dataset includes 4294 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274611-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yg7kk
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence, Fossil, Living Specimen, Specimen)",
 "Country is Peru",
 "OccurrenceStatus is Present",
 "TaxonKey is Capparis scabrida Kunth",
 "Year 1950-2022"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232150-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vhc4x
title: Occurrence Download

description: A dataset containing 2239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "TaxonKey is Phoenicopterus Linnaeus, 1758"
 ]
}

 The dataset includes 2239 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275681-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5ep5c
title: Occurrence Download

description: A dataset containing 36967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leuconotopicus borealis (Vieillot, 1809))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 36967 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291790-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jssjf9
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.42971 39.32190,27.42971 39.32190,27.42971 53.67810,-8.42971 53.67810,-8.42971 39.32190))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anthidium lituratum (Panzer, 1801)"
 ]
}

 The dataset includes 20 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275194-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.herxtc
title: Occurrence Download

description: A dataset containing 4930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.60836 40.73827,2.33711 40.73827,2.33711 41.67864,-1.60836 41.67864,-1.60836 40.73827))",
 "TaxonKey is Grus Brisson, 1760"
 ]
}

 The dataset includes 4930 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202326-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frqt38
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gynostemma cardiospermum Cogn. ex Oliv."
 ]
}

 The dataset includes 39 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234920-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xq34m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viscum album subsp. album",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206304-220831081235567/datasets/export for details.
DOI: 10.15468/dl.5r3hpn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nepeta freitagii Rech.f."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046866-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ks94m2
title: Occurrence Download

description: A dataset containing 615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Festuca ovina L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 615 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206318-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esdr2p
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-59.94117 -31.58797,-59.62925 -31.58797,-59.62925 -31.26939,-59.94117 -31.26939,-59.94117 -31.58797))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Prosopis affinis Spreng."
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274530-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qapuut
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abolboda egleri L.B.Sm. & Downs"
 ]
}

 The dataset includes 25 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291775-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vy9na2
title: Occurrence Download

description: A dataset containing 19796 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "Year 2022-2023"
 ]
}

 The dataset includes 19796 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274531-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.murbug
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Exochorda racemosa (Lindl.) Rehder",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187422-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fbyg4
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hedychium coronarium J.Koenig",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187409-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.am97uc
title: Occurrence Download

description: A dataset containing 36878 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iguana Laurenti, 1768"
 ]
}

 The dataset includes 36878 records from 360 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274539-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecezfa
title: Occurrence Download

description: A dataset containing 732472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Chroicocephalus novaehollandiae (Stephens, 1826)"
 ]
}

 The dataset includes 732472 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274528-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mty6dq
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pisum sativum L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187441-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45tycz
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Picea neoveitchii Mast."
 ]
}

 The dataset includes 59 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274875-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fx2gfk
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brugmansia suaveolens (Humb. & Bonpl. ex Willd.) Bercht. & J.Presl",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187412-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dw3bu7
title: Occurrence Download

description: A dataset containing 660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Oceanodroma hornbyi (G.R.Gray, 1854)"
 ]
}

 The dataset includes 660 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266349-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5kyv8
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio hirtus Cabrera"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024746-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oydoso
title: Occurrence Download

description: A dataset containing 1152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Pituophis deppei (Duméril, 1853)"
 ]
}

 The dataset includes 1152 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004660-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2ksd5
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adesmia balsamica Bertero ex Colla"
 ]
}

 The dataset includes 66 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004020-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f5csqc
title: Occurrence Download

description: A dataset containing 31040 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelecanus thagus Molina, 1782"
 ]
}

 The dataset includes 31040 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057783-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtjsat
title: Occurrence Download

description: A dataset containing 1412149 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Meropidae"
 ]
}

 The dataset includes 1412149 records from 524 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057099-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hby482
title: Occurrence Download

description: A dataset containing 22727 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Alternanthera philoxeroides (Mart.) Griseb.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22727 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018079-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yuksz
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Peltogyne confertiflora (Mart. ex Hayne) Benth."
 ]
}

 The dataset includes 260 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036968-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.