cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10728064
title: BCI reverse spelling task - EEG data

description: EEG data from 10 autistic and 10 non-autistic individuals who performed a pseudoword reverse spelling task using a BCI speller.

Details about the dataset:

Groups:S - Non-autisticP - Autistic

Each word of each participant has 2 matrixes: eeg_word (with the eeg data values) and eeg_events (with the protocol/events).

eeg_word:

channels x time, srate = 256 Hz

Channels (rows):1. FPz2. Fz3. FC14. FCz5. FC26. C37. Cz8. C49. CPz10. P311. Pz12. P413. PO714. POz15. PO816. Oz

eeg_events:

c: control word5: 5-letter word7: 7-letter word

cue: Instructionimag: Encodingblink: BCI letters start blinkingblink_stop: BCI letters stop blinkingCorr: Correct letter detectedErr_syst: System error (letter)Err_part: Participant error (letter)finalWord_corr:  Outcome word (correct)finalWord_errS: Outcome word with system errorsfinalWord_errP: Outcome word with participant errorsfinalWord_errPS: Outcome word with system and participant errors
DOI: 10.5281/zenodo.15402759
title: Dataset of the paper "Non-Ohmic behavior in (Bi1−xSbx)2Te3 by Joule heating"

description: Data supporting the manuscript: "Non-Ohmic behavior in (Bi1−xSbx)2Te3 by Joule heating". All data is ordered according to the figures as presented in the manuscript and supplemental material.
DOI: 10.5281/zenodo.15402760
title: Dataset of the paper "Non-Ohmic behavior in (Bi1−xSbx)2Te3 by Joule heating"

description: Data supporting the manuscript: "Non-Ohmic behavior in (Bi1−xSbx)2Te3 by Joule heating". All data is ordered according to the figures as presented in the manuscript and supplemental material.
DOI: 10.15468/dl.a3weer
title: Occurrence Download

description: A dataset containing 33891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Gomphrena L."
 ]
}

 The dataset includes 33891 records from 598 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001532-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.apr.28934651
title: Supplementary Information

description: Additional experimental data and discussion
DOI: 10.60893/figshare.apr.28934651.v1
title: Supplementary Information

description: Additional experimental data and discussion
DOI: 10.15468/dl.gwga2r
title: Occurrence Download

description: A dataset containing 77767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "Geometry POLYGON((104.47 20.9,112.07 20.9,112.07 26.4,104.47 26.4,104.47 20.9))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2023"
 ]
}

 The dataset includes 77767 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011916-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnqpfm
title: Occurrence Download

description: A dataset containing 1533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 11.8446969223074",
 "DecimalLongitude is less than 11.8477564754918",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1533 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013331-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfewen
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diodora sayi (Dall, 1889)"
 ]
}

 The dataset includes 296 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086260-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3d3xto
title: Occurrence Download

description: A dataset containing 505206183 species occurrences available in GBIF matching the query:
{
 "or" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "DatasetKey is naturgucker",
 "DatasetKey is The vascular plants collection (P) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 505206183 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004445-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8m6mf2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinobatos horkeli Müller & Henle, 1841"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230966-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5r4sb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arenga micrantha C.F.Wei"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013334-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxxsz6
title: Occurrence Download

description: A dataset containing 10846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is one of (United States of America, Mexico, Canada)",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Patagioenas flavirostris (Wagler, 1831)"
 ]
}

 The dataset includes 10846 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066348-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryxtyj
title: Occurrence Download

description: A dataset containing 576274932 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Animalia"
 ]
}

 The dataset includes 576274932 records from 9919 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010889-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eeq6w8
title: Occurrence Download

description: A dataset containing 731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atlapetes blancae)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 731 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083073-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7u7cw6
title: Occurrence Download

description: A dataset containing 694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grewia tenax (Forssk.) Fiori",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 694 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011033-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ahadpk
title: Feeding drives intra-annual variation in the field metabolic rate of a coastal Atlantic cod (Gadus morhua) population

description: This dataset contains processed, individual-level data used to examine intra-annual variation in field metabolic rate of Atlantic cod (Gadus morhua). It integrates physiological measurements derived from otolith stable isotopes with dietary, morphological, and life-history information collected across an annual cycle. The dataset is intended to support analyses of seasonal energy use, feeding-related metabolic costs, and physiological constraints under natural conditions, and represents the final data used in all statistical analyses and figures.
DOI: 10.15468/dl.6kacz9
title: Occurrence Download

description: A dataset containing 1517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Brachyotum (DC.) Triana"
 ]
}

 The dataset includes 1517 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018963-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtwbkm
title: Occurrence Download

description: A dataset containing 479 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Olax scandens Roxb."
 ]
}

 The dataset includes 479 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018961-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcva86
title: Occurrence Download

description: A dataset containing 123475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aquila spilogaster (Bonaparte, 1850), Lophaetus occipitalis (Daudin, 1800), Stephanoaetus coronatus (Linnaeus, 1766), Polemaetus bellicosus (Daudin, 1800), Haliaeetus vocifer (Daudin, 1800))",
 {
 "or" : [
 "Year 1990-2000",
 "Year 2010-2020"
 ]
 }
 ]
}

 The dataset includes 123475 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018945-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aejuxe
title: Occurrence Download

description: A dataset containing 12778 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oldenlandia corymbosa L."
 ]
}

 The dataset includes 12778 records from 381 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018962-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pthfcw
title: Occurrence Download

description: A dataset containing 2272 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stachys agraria Schltdl. & Cham."
 ]
}

 The dataset includes 2272 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018964-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfak7n
title: Occurrence Download

description: A dataset containing 30004 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malva parviflora L."
 ]
}

 The dataset includes 30004 records from 592 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018966-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5w8rwd
title: Occurrence Download

description: A dataset containing 3818 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventarios de fauna y flora en los DRMIs Embalse Peñol - Guatapé y Cuenca Alta del Río Guatapé, Las Camelias y el área a declarar Cuenca de San Pedro"
 ]
}

 The dataset includes 3818 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018967-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgzym2
title: Occurrence Download

description: A dataset containing 134921 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erannis defoliaria (Clerck, 1759)"
 ]
}

 The dataset includes 134921 records from 406 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018948-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15354210
title: SOTSIOLINGVISTIKA VA ADABIY TAHLILNING ZAMONAVIY AHAMIYATI
DOI: 10.5281/zenodo.15354211
title: SOTSIOLINGVISTIKA VA ADABIY TAHLILNING ZAMONAVIY AHAMIYATI
DOI: 10.5281/zenodo.15093211
title: Synthetic dataset of 12,000 faults/ 4,000 tsunami scenarios targeting the Nippon trench

description: Summary:

This dataset includes results from 12,000 earthquake/tsunami scenario simulations, with 100 cases for each moment magnitude (Mw) 8.8, 8.9, 9.0, and 9.1. The scenarios span three different fault rupture generation schemes: homo, trenchlock, and trenchcreep. For details on the distinctions between these schemes, refer to Small & Melgar (2023) [DOI: 10.1029/2022JB025716].





Target region: Japan Trench




Tsunami simulation solver: GeoClaw




Fault rupture generation: fakequake software



A total of 124 observation gauges were used, positioned based on actual ocean observation networks: 





21 NOWPHAS gauges (NOWPHAS info)




103 S-net gauges (S-net info (Japanese))



In addition, 9 synthetic gauges were placed to supplement the observation coverage.

Details of each file:

dtopofiles_batch1.tar.gz

- Note that 10GB additional storage would be required to fully unzip this archive file

- You can get all dtopo data as follows (???? means 4 degits from 0000 to 3999)



homo.00????.dtt3

homo.00????_rtimes.png

homo.00????_slip_dtopo.png...

trenchlock.00????.dtt3

trenchlock.00????_rtimes.png

trenchlock.00????_slip_dtopo.png...

trenchcreep.00????.dtt3

trenchcreep.00????_rtimes.png

trenchcreep.00????_slip_dtopo.png


 

outputs_homo.tar.gz



Note that 40GB additional storage would be required to fully unzip this archive file

The following 4,000 directories are archived : (???? means 4 degits from 0000 to 3999)



 _output_homo.???? 



Each directory contains 133 ascii format / 133 binary format data of tsunami wave histories 



gauge00001.bin

...

gauge00133.bin

gauge00001.txt

...

gauge00133.txt




gauges_1350.csv

csv format list of 133 gauges.
DOI: 10.5281/zenodo.15093212
title: Synthetic dataset of 12,000 faults/ 4,000 tsunami scenarios targeting the Nippon trench

description: Summary:

This dataset includes results from 12,000 earthquake/tsunami scenario simulations, with 100 cases for each moment magnitude (Mw) 8.8, 8.9, 9.0, and 9.1. The scenarios span three different fault rupture generation schemes: homo, trenchlock, and trenchcreep. For details on the distinctions between these schemes, refer to Small & Melgar (2023) [DOI: 10.1029/2022JB025716].





Target region: Japan Trench




Tsunami simulation solver: GeoClaw




Fault rupture generation: fakequake software



A total of 124 observation gauges were used, positioned based on actual ocean observation networks: 





21 NOWPHAS gauges (NOWPHAS info)




103 S-net gauges (S-net info (Japanese))



In addition, 9 synthetic gauges were placed to supplement the observation coverage.

Details of each file:

dtopofiles_batch1.tar.gz

- Note that 10GB additional storage would be required to fully unzip this archive file

- You can get all dtopo data as follows (???? means 4 degits from 0000 to 3999)



homo.00????.dtt3

homo.00????_rtimes.png

homo.00????_slip_dtopo.png...

trenchlock.00????.dtt3

trenchlock.00????_rtimes.png

trenchlock.00????_slip_dtopo.png...

trenchcreep.00????.dtt3

trenchcreep.00????_rtimes.png

trenchcreep.00????_slip_dtopo.png


 

outputs_homo.tar.gz



Note that 40GB additional storage would be required to fully unzip this archive file

The following 4,000 directories are archived : (???? means 4 degits from 0000 to 3999)



 _output_homo.???? 



Each directory contains 133 ascii format / 133 binary format data of tsunami wave histories 



gauge00001.bin

...

gauge00133.bin

gauge00001.txt

...

gauge00133.txt




gauges_1350.csv

csv format list of 133 gauges.
DOI: 10.34740/kaggle/dsv/9703103
title: CREMEv2 Datasets
DOI: 10.5281/zenodo.4267584
title: Theories and Principles of Bilingual Education

description: This annotated bibliography discusses chapters from three books (Foundations of Bilingual Education and Bilingualism, Immersion Education: International Perspectives, and Literacy and Bilingualism: A Handbook for All Teachers) and an article entitled Biliteracy, Empowerment, and Transformative Pedagogy. The academic works discussed are mainly about theories and principles of bilingualism, bilingual education, and immersion education which relate to second/foreign language teaching in different contexts.
DOI: 10.5281/zenodo.4281545
title: Theories and Principles of Bilingual Education

description: This annotated bibliography discusses chapters from three books (Foundations of Bilingual Education and Bilingualism, Immersion Education: International Perspectives, and Literacy and Bilingualism: A Handbook for All Teachers) and an article entitled Biliteracy, Empowerment, and Transformative Pedagogy. The academic works discussed are mainly about theories and principles of bilingualism, bilingual education, and immersion education which relate to second/foreign language teaching in different contexts.
DOI: 10.6084/m9.figshare.28942472
title: Related to [<b>Contrasting responses of flowering phenology in C</b><sub><strong>3</strong></sub><b> and C</b><sub><strong>4</strong></sub><b> plants shape grassland community structure under global change</b>], published in Ecology.

description: <b>Contrasting responses of flowering phenology in C</b><sub><strong>3</strong></sub><b> and C</b><sub><strong>4</strong></sub><b> plants shape grassland community structure under global change</b><b>, Bai et al., </b><b><i>Ecology</i></b><b>. 2025.</b>
DOI: 10.6084/m9.figshare.28942502
title: <b>Marriage Delayed in Chinese Young People:</b><b>The Impact of Downturn in Macroeconomic and Prevalence of Individualism</b>

description: <b>Abstract:</b>Amidst rapid social transformation, the marriage behavior of young people in China are continuously changing toward marriage delayed. What are the factors contributing to the collective changes in marital behavior among Chinese young people? This study used the 2003-2021 China General Social Survey cross-sectional data and hierarchical age-period-cohort cross-classified random-effects model to investigate factors influencing marriage behaviors.The results show: macroeconomic growth was positively correlated with age at first marriage; Yet the wage growth rate was negatively correlated with age at first marriage in lower social classes and positively with marriage probability among farmers and individuals with low education levels. Influenced by individualism,individuals born during the 1980 and 1990 showed a significant increase in the age at first marriage compared to those born in the 1960s and 1970s. The macroeconomic and cultural changes in Chinese society have a profound impact on collective marriage behavior.
DOI: 10.6084/m9.figshare.28942502.v1
title: <b>Marriage Delayed in Chinese Young People:</b><b>The Impact of Downturn in Macroeconomic and Prevalence of Individualism</b>

description: <b>Abstract:</b>Amidst rapid social transformation, the marriage behavior of young people in China are continuously changing toward marriage delayed. What are the factors contributing to the collective changes in marital behavior among Chinese young people? This study used the 2003-2021 China General Social Survey cross-sectional data and hierarchical age-period-cohort cross-classified random-effects model to investigate factors influencing marriage behaviors.The results show: macroeconomic growth was positively correlated with age at first marriage; Yet the wage growth rate was negatively correlated with age at first marriage in lower social classes and positively with marriage probability among farmers and individuals with low education levels. Influenced by individualism,individuals born during the 1980 and 1990 showed a significant increase in the age at first marriage compared to those born in the 1960s and 1970s. The macroeconomic and cultural changes in Chinese society have a profound impact on collective marriage behavior.
DOI: 10.6084/m9.figshare.13311620
title: Theories and Principles of Bilingual Education

description: This annotated bibliography discusses chapters from three books (<em>Foundations of Bilingual Education and Bilingualism, Immersion Education: International Perspectives, </em>and <em>Literacy and Bilingualism: A Handbook for All Teachers)</em> and an article entitled <em>Biliteracy, Empowerment, and Transformative Pedagogy.</em> The academic works discussed are mainly about theories and principles of bilingualism, bilingual education, and immersion education which relate to second/foreign language teaching in different contexts.
DOI: 10.6084/m9.figshare.13311620.v2
title: Theories and principles of bilingual education: An annotated bibliography

description: This annotated bibliography discusses chapters from three books (<em>Foundations of Bilingual Education and Bilingualism, Immersion Education: International Perspectives, </em>and <em>Literacy and Bilingualism: A Handbook for All Teachers)</em> and an article entitled <em>Biliteracy, Empowerment, and Transformative Pedagogy.</em> The academic works discussed are mainly about theories and principles of bilingualism, bilingual education, and immersion education which relate to second/foreign language teaching in different contexts.
DOI: 10.57841/casdc.0005381
title: “ZINC TRANSPORTER5和TRANSPORTER9在锌/镉吸收中具有协同作用”论文关联数据集
DOI: 10.15468/dl.v598f9
title: Occurrence Download

description: A dataset containing 456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chaetogastra DC."
 ]
}

 The dataset includes 456 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018968-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6gasu
title: Occurrence Download

description: A dataset containing 90189 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera biennis L."
 ]
}

 The dataset includes 90189 records from 1435 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018960-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.