cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bmfsk7
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paullinia cupana Kunth"
 ]
}

 The dataset includes 231 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007973-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtcx3z
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myristica malabarica Lam."
 ]
}

 The dataset includes 220 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043393-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpmeqn
title: Occurrence Download

description: A dataset containing 130104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Lacerta agilis Linnaeus, 1758",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Geometry POLYGON((-12 35,60 35,60 75,-12 75,-12 35))"
 ]
}

 The dataset includes 130104 records from 659 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035222-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njnt8h
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster laetevirens",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014708-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bnsn7
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster laetevirens",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014709-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqeq8x
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster laetevirens",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014710-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7807/microm:haustyp:v1
title: Sozioökonomische Daten auf Rasterebene (Welle 1). Haustyp
title: Socio-Economic Data on grid level (Wave 1). House type

description: Der Haustyp gibt die Größe des einzelnen Hauses an und basiert auf der Summe der
 Haushalte und der Anzahl der Firmen pro Haus. Bei besonders vielen gewerblichen Adressen
 im Haus wird der Haustyp als extrem gewerblich genutztes Haus eingestuft. Ein- bis
 Zweifamilienhäuser werden zusätzlich danach unterschieden, ob die Bebauung in der Straße
 bzw. dem Straßenabschnitt homogen ist oder nicht. Es wird zwischen folgenden sieben
 Haustypen unterschieden: 1-2 Familienhäuser in homogen bebautem Straßenabschnitt; 1-2
 Familienhäuser in nicht homogen bebautem Straßenabschnitt; 3-5 Familienhäuser; 6-9
 Familienhäuser; Wohnblocks mit 10-19 Haushalten; Hochhäuser mit 20 und mehr Haushalten;
 überwiegend gewerblich genutzte Häuser. Anhand des Bebauungstyps können in Analysen
 bereits Rückschlüsse auf geografische Informationen gezogen werden, wie die Lage im Raum
 bzw. Stadtgebiet: Während in Städten vornehmlich Mehrfamilienhäuser stehen, ist das
 Bebauungsbild in ländlichen Regionen von Ein- und Zweifamilienhäusern geprägt (microm
 2014, S. 85).
description: RWI-GEO-GRID
description: RWI-GEO-GRID
DOI: 10.7807/microm:alq:v1
title: Sozioökonomische Daten auf Rasterebene (Welle 1). Arbeitslosenquote
title: Socio-Economic Data on grid level (Wave 1). Unemployment rate

description: Die Arbeitslosenquote ist der Anteil der Arbeitslosen an der Gesamtzahl der zivilen Erwerbspersonen. Sie ist ein Indikator der Bundesagentur für Arbeit für die Arbeitsmarkt- und Beschäftigungslage (microm 2014, S. 100).
description: RWI-GEO-GRID
description: RWI-GEO-GRID
DOI: 10.15468/dl.vhbtwm
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (IDN.10_1, IDN.11_1, IDN.9_1, IDN.7_1, IDN.4_1, IDN.33_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Prionailurus viverrinus, Emoia atrocostata, Crocodylus porosus, Charadrius javanicus, Haliaeetus leucogaster, Centropus nigrorufus)",
 "Year 2010-2025"
 ]
}

 The dataset includes 472 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014712-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jg86ur
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster laetevirens",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014713-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7807/microm:auslaender:v1
title: Sozioökonomische Daten auf Rasterebene (Welle 1). Ausländeranteil
title: Socio-Economic Data on grid level (Wave 1). Share of foreigners

description: Grundlagen für die Variable "Ausländeranteil" bildet eine Vor- und Nachnamenanalyse hinsichtlich der sprachlichen Herkunft. Die Auswertung der Namen basiert auf Listen, in denen die sprachliche Abstammung der Namen verzeichnet ist. Die Namensanalyse bezieht sich auf den Haushaltsvorstand. Dementsprechend können keinen Aussagen darüber getroffen werden, wie viele Personen tatsächlich eine ausländische Herkunft haben, wie lange die Person bereits in Deutschland lebt, oder wie die soziale Anbindung in Deutschland ist (microm 2014, S. 84). 
description: RWI-GEO-GRID
description: RWI-GEO-GRID
DOI: 10.15468/dl.3trwrn
title: Occurrence Download

description: A dataset containing 14561 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Oceania, North America, South America, Antarctica, Africa, Europe)",
 "Issue is Taxon match higher rank",
 "IucnRedListCategory is one of (NT, VU, EN, CR)",
 "Year is 2024"
 ]
}

 The dataset includes 14561 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014714-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbk5a9
title: Occurrence Download

description: A dataset containing 50541 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cenchrus ciliaris"
 ]
}

 The dataset includes 50541 records from 466 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014682-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smrnjs
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster mairei",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014715-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7807/microm:pkwmarken:v1
title: Sozioökonomische Daten auf Rasterebene (Welle 1). PKW-Marken
title: Socio-Economic Data on grid level (Wave 1). Car brands

description: Der PKW Markenanteil gibt an, wie hoch der prozentuale Anteil einer Marke
 gemessen an der Anzahl aller PKW in einem Raum ist. Es liegen Informationen über 14 Marken
 vor: Audi, BMW, Fiat (einschließlich Alfa Romeo und Lancia), Ford, Mazda, Mercedes,
 Nissan, Opel, Peugeot (einschließlich Citroёn) Renault, sonstige asiatische PKW Marken,
 Sonstige PKW Marken, Toyota (einschließlich Lexus), VW (microm 2014, S.
 61).
description: RWI-GEO-GRID
description: RWI-GEO-GRID
DOI: 10.15468/dl.ye8zfk
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster mairei",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014717-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sztgar
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster mairei",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014716-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17197899
title: Ipseity Daily Data

description: At what rate do individuals say they are X?

Begining on 2025-07-08, I surveyed a small random sample of American adults on a daily cadence.  They responded to many items of the form: Does <signifier> describe you today?

The file ipseity-daily-aggregated.csv in this repository contains the aggregated results through 2025-07-28.  The columns are as follows:



signifier - a word, phrase or emoji

yes_count - the number of respondents who answered yes (aggregated all-time).

no_count - the number of respondents who answered no (aggregated all-time).

prevalence_per_10k - an estimate of the prevalence per 10,000.  If we were to survey 10,000 American adults, how many would we expect to respond yes to this signifier?  The number is calculated as yes_count / (yes_count + no_count) * 10,000.

earliest_obs_date - this date represents the first time this particular signifier was ever displayed to a respondent.  Signifiers are chosen with stochasticity from a long list; new signifiers are sometimes added, old signifiers are sometimes deleted, and a signifier may be moved higher or lower in priority for sampling.

latest_obs_date - the date closest to the present date on which signifier was most recently presented to a respondent.


Version created on 2025-09-25 — cumulative data.
DOI: 10.15468/dl.ewhght
title: Occurrence Download

description: A dataset containing 1293 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caluromys derbianus"
 ]
}

 The dataset includes 1293 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014718-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3zuxa
title: Occurrence Download

description: A dataset containing 13648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Pakistan, India)",
 "OccurrenceStatus is Present",
 "TaxonKey is Gyps indicus"
 ]
}

 The dataset includes 13648 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014719-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7807/microm:einwgeal:v1
title: Sozioökonomische Daten auf Rasterebene (Welle 1). Einwohner nach Geschlecht und Alter
title: Socio-Economic Data on grid level (Wave 1). Population by age and gender

description: Die Geschlechts- und Altersstruktur weist den Anteil der Einwohner pro
 Gebietsebene aus und liegt unterteilt nach Geschlecht für 17 Altersklassen vor. Dabei wird
 das Alter zwischen 20 und 75 in Kategorien von je 5 Jahren zusammengefasst. Für das höhere
 Alter erfolgt eine Zusammenfassung in "75 Jahre und älter". Für Kinder folgt microm den
 folgenden Altersgruppierungen: Zum einen werden Kleinkinder gesondert betrachtet; dabei
 handelt es sich um die Altersklasse der 0- bis 3-Jährigen. Eine weitere Klasse umfasst das
 Kindergartenalter, also Kinder im Alter zwischen 3 und 6 Jahren. Danach folgen
 Einteilungen in Grundschulkinder (6-10 Jahre) und Kinder in der schulischen
 Mittelstufenklasse (10-15 Jahre). Mit 15 ist es möglich, die allgemeine Schullaufbahn zu
 beenden und in eine Ausbildung mit Berufsschule zu wechseln, bzw. die allgemeine
 Hochschulreife auf der allgemeinen Schule zu erlangen. Auch diese Altersgruppen werden
 gesondert in der Klasse der 15- bis 18-Jährigen bzw. in der Altersklasse der 18- bis
 20-Jährigen erfasst (microm 2014, S. 99). Die Ausprägungen der Altersgruppen liegen als
 prozentuale Anteile an allen Einwohnern einer Rasterzelle vor. Komplementär zu diesem
 Datensatz wird die absolute Einwohnerzahl auf Rasterebene als separater Datensatz
 angeboten und ist unter der DOI 10.7807/microm:einwohner:V1 auffindbar.
description: RWI-GEO-GRID
description: RWI-GEO-GRID
DOI: 10.34810/data2579
title: Aquila chrysaetos 348

description: Skeleton of Aquila chrysaetos.
description: IPA, 1.1.0
DOI: 10.15468/dl.34np2f
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster moupinensis",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014720-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bps35w
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster moupinensis",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014721-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwtgew
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster moupinensis",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014722-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28788
title: Ocean Bottom Seismometer Data (Horizontal/Hydrophone component) Along SWSCS2021 in the Southwest Sub-basin of South China Sea
title: Ocean Bottom Seismometer Data (Horizontal/Hydrophone component) Along SWSCS2021 in the Southwest Sub-basin of South China Sea

description: SEGY data of horizontal/hydrophone component of 28 OBSs for traveltime picking along SWSCS2021 profile in the Southwest Sub-basin of South China Sea. 
description: SEGY data of horizontal/hydrophone component of 28 OBSs for traveltime picking along SWSCS2021 profile in the Southwest Sub-basin of South China Sea.
DOI: 10.15468/dl.ms7xfy
title: Occurrence Download

description: A dataset containing 725 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample, Occurrence evidence)",
 "TaxonKey is Caluromys derbianus"
 ]
}

 The dataset includes 725 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014724-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23729/fd-157accf9-03d3-3277-9d98-e1e88e8d867b
title: Dataset of Water physiochemistry overrides urbanisation in shaping diatom taxonomic and functional diversity in urban ponds

description: We collected diatoms from 68 ponds across three Finnish urban regions in 15 – 28 May 2024: 38 ponds in the Helsinki capital region, 15 ponds in Tampere, and 15 ponds in Turku. To sample diatoms, we randomly selected 10 stones in each study pond and carefully removed the biofilm from a 25 cm² area of a stone with a toothbrush and a template. The 10 subsamples were combined into a composite sample per site. In the laboratory, samples were purified using 30% hydrogen peroxide, centrifuged at 1,250 rpm with distilled water for 20 minutes three times, and mounted on Naphrax slides.

To collect diatom species trait data, we extracted trait data from literature, with genus-level traits used when species-specific data were unavailable. We created a species-trait matrix with biovolume as continuous positive values and other traits coded as presence (1) or absence (0).
DOI: 10.57760/sciencedb.28719
title: Routput_Meta_WithinGroup_ADHD_Neurofeedback_EEG_Meta_Analysis
title: Routput_Meta_WithinGroup_ADHD_Neurofeedback_EEG_Meta_Analysis

description: This file contains the R output from the meta-analysis assessing within-group changes in ADHD symptoms before and after intervention. The analyses compare pre- and post-treatment scores for children and adolescents undergoing portable/wearable EEG-based neurofeedback (NFT) and for those in control conditions. The results summarize effect estimates, heterogeneity tests, and model diagnostics, showing that NFT produced significant symptom improvements within groups, while control groups showed smaller or non-significant changes. These outputs complement the main dataset and support the findings presented in the manuscript and Supplementary Materials.
description: This file contains the R output from the meta-analysis assessing within-group changes in ADHD symptoms before and after intervention. The analyses compare pre- and post-treatment scores for children and adolescents undergoing portable/wearable EEG-based neurofeedback (NFT) and for those in control conditions. The results summarize effect estimates, heterogeneity tests, and model diagnostics, showing that NFT produced significant symptom improvements within groups, while control groups showed smaller or non-significant changes. These outputs complement the main dataset and support the findings presented in the manuscript and Supplementary Materials.
DOI: 10.57760/sciencedb.28712
title: Data_ADHD_Neurofeedback_EEG_Meta_Analysis
title: Data_ADHD_Neurofeedback_EEG_Meta_Analysis

description: This dataset compiles aggregated, study-level outcomes from randomized and controlled trials of portable/wearable EEG neurofeedback (NFT) in children and adolescents with ADHD. For each study arm and symptom domain, it reports pre- and post-intervention means (M), standard deviations (SD), and sample sizes for three domains: total, inattention, and hyperactivity/impulsivity, enabling standardized mean-change calculations in meta-analysis. Trials used portable EEG headsets (e.g., NeuroSky/MindWave, BrainLink, Emotiv Epoc X, Mensia Koala, Zeo, OmniCNS) suitable for home/school or low-supervision settings. Control conditions include waitlist/treatment-as-usual, attention/cognitive training, and sham NFT, consistent with the coding and subgrouping in the manuscript and Supplementary Materials.
description: This dataset compiles aggregated, study-level outcomes from randomized and controlled trials of portable/wearable EEG neurofeedback (NFT) in children and adolescents with ADHD. For each study arm and symptom domain, it reports pre- and post-intervention means (M), standard deviations (SD), and sample sizes for three domains: total, inattention, and hyperactivity/impulsivity, enabling standardized mean-change calculations in meta-analysis. Trials used portable EEG headsets (e.g., NeuroSky/MindWave, BrainLink, Emotiv Epoc X, Mensia Koala, Zeo, OmniCNS) suitable for home/school or low-supervision settings. Control conditions include waitlist/treatment-as-usual, attention/cognitive training, and sham NFT, consistent with the coding and subgrouping in the manuscript and Supplementary Materials.
DOI: 10.57760/sciencedb.28713
title: Routput_Meta_BetweenGroup_ADHD_Neurofeedback_EEG_Meta_Analysis
title: Routput_Meta_BetweenGroup_ADHD_Neurofeedback_EEG_Meta_Analysis

description: This file contains the R output from the meta-analysis comparing portable/wearable EEG-based neurofeedback (NFT) with control conditions in children and adolescents with ADHD. It summarizes between-group models, reporting effect estimates, heterogeneity statistics, and model fit indices. The results show that NFT yielded superior improvements in ADHD core symptoms compared with controls, consistent with the findings reported in the manuscript and Supplementary Materials.
description: This file contains the R output from the meta-analysis comparing portable/wearable EEG-based neurofeedback (NFT) with control conditions in children and adolescents with ADHD. It summarizes between-group models, reporting effect estimates, heterogeneity statistics, and model fit indices. The results show that NFT yielded superior improvements in ADHD core symptoms compared with controls, consistent with the findings reported in the manuscript and Supplementary Materials.
DOI: 10.15468/dl.wjywbf
title: Occurrence Download

description: A dataset containing 792769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 1981"
 ]
}

 The dataset includes 792769 records from 413 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014651-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28790
title: Research Data: Runout Mechanism of Landslides in Alluvial Basins
title: Research Data: Runout Mechanism of Landslides in Alluvial Basins

description: This dataset contains the processed and raw data from ring-shear tests and numerical simulations that support the manuscript “Runout Mechanism of Landslides in Alluvial Basins with Emphasis on Impact and Erosion Effects.”
description: This dataset contains the processed and raw data from ring-shear tests and numerical simulations that support the manuscript “Runout Mechanism of Landslides in Alluvial Basins with Emphasis on Impact and Erosion Effects.”