cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15487490
title: Effects of Alpha-Band EEG Neurofeedback on Load-Specific Squat Performance in Competitive Judokas: The Role of Training Status

description: This dataset supports the study titled "Effects of Alpha-Band EEG Neurofeedback on Load-Specific Squat Performance in Competitive Judokas: The Role of Training Status", which investigated the neuromuscular and cortical effects of a 15-session alpha-band EEG neurofeedback intervention on lower-body strength across five relative loads (35%–100% 1RM) in elite male judokas. The study stratified athletes into advanced and intermediate-level groups based on training history and strength benchmarks.

The intervention targeted frontal alpha asymmetry (FAI) using real-time EEG from F3 and F4 electrodes. The dataset includes raw and preprocessed EEG data, performance scores (ΔReps at each %RM), calculated neurofeedback efficiency indices (ΔReps/ΔFAI), group classification, and R scripts used for statistical and machine learning analyses (PCA, ANCOVA, MANOVA). All EEG data were artifact-corrected (ICA), z-scored, and quality-checked (±75 µV threshold).

This study was conducted at the Biomechanics Laboratory of the Gdańsk University of Physical Education and Sport and approved by the Ethics Committee of the Academy of Physical Education in Katowice (KB/10/2021). The research contributes to neuroperformance science by showing that advanced athletes demonstrated stronger cortical plasticity but no superior neuromuscular efficiency gains compared to intermediate-level judokas.

The repository adheres to FAIR principles and includes all essential documentation and metadata for replication. It was preregistered and time-stamped prior to analysis.
DOI: 10.5281/zenodo.15487491
title: Effects of Alpha-Band EEG Neurofeedback on Load-Specific Squat Performance in Competitive Judokas: The Role of Training Status

description: This dataset supports the study titled "Effects of Alpha-Band EEG Neurofeedback on Load-Specific Squat Performance in Competitive Judokas: The Role of Training Status", which investigated the neuromuscular and cortical effects of a 15-session alpha-band EEG neurofeedback intervention on lower-body strength across five relative loads (35%–100% 1RM) in elite male judokas. The study stratified athletes into advanced and intermediate-level groups based on training history and strength benchmarks.

The intervention targeted frontal alpha asymmetry (FAI) using real-time EEG from F3 and F4 electrodes. The dataset includes raw and preprocessed EEG data, performance scores (ΔReps at each %RM), calculated neurofeedback efficiency indices (ΔReps/ΔFAI), group classification, and R scripts used for statistical and machine learning analyses (PCA, ANCOVA, MANOVA). All EEG data were artifact-corrected (ICA), z-scored, and quality-checked (±75 µV threshold).

This study was conducted at the Biomechanics Laboratory of the Gdańsk University of Physical Education and Sport and approved by the Ethics Committee of the Academy of Physical Education in Katowice (KB/10/2021). The research contributes to neuroperformance science by showing that advanced athletes demonstrated stronger cortical plasticity but no superior neuromuscular efficiency gains compared to intermediate-level judokas.

The repository adheres to FAIR principles and includes all essential documentation and metadata for replication. It was preregistered and time-stamped prior to analysis.
DOI: 10.6084/m9.figshare.29212742
title: Global monthly crop-specific evapotranspiration of 20 crops from 1981-2019, derived from "Global overlooked multidimensional water scarcity".

description: This dataset includes the global monthly potential crop-specific evapotranspiration of 20 crops at 30 arcmin spatial resolution: barley, cassava, citrus, cotton, grapes, groundnut, maize, millet, pasture, potato, pulses, rapeseed, rice, rye, sorghum, soybean, sugar beet, sugar cane, sunflower, and wheat.
DOI: 10.6084/m9.figshare.29212742.v1
title: Global monthly crop-specific evapotranspiration of 20 crops from 1981-2019, derived from "Global overlooked multidimensional water scarcity".

description: This dataset includes the global monthly potential crop-specific evapotranspiration of 20 crops at 30 arcmin spatial resolution: barley, cassava, citrus, cotton, grapes, groundnut, maize, millet, pasture, potato, pulses, rapeseed, rice, rye, sorghum, soybean, sugar beet, sugar cane, sunflower, and wheat.
DOI: 10.15468/dl.4j4jav
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Bhutan, Nepal, Pakistan, Bangladesh, Afghanistan, Myanmar)",
 "TaxonKey is Ahlbergia"
 ]
}

 The dataset includes 29 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049199-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzeu97
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Greenland",
 "TaxonKey is Kalmia procumbens (L.) Gift, Kron & P.F.Stevens"
 ]
}

 The dataset includes 173 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001331-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11560928
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.15468/dl.p6kbh2
title: Occurrence Download

description: A dataset containing 815756 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Betula pendula Roth"
 ]
}

 The dataset includes 815756 records from 3004 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001310-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15274011
title: Data for Barros et al., 2025 'Induction of the ISR by AB5 subtilase cytotoxin drives type-I IFN expression in pDCs via STING activation'

description: Original western blot and microscopy images used in Barros et al., 2025 'Induction of the ISR by AB5 subtilase cytotoxin drives type-I IFN expression in pDCs via STING activation'. The western blot images are accompained by a supporting Excel file containing annotations. An extended version of the multiparametric flow cytometry data used in the study is also included.
DOI: 10.5281/zenodo.15274012
title: Data for Barros et al., 2025 'Induction of the ISR by AB5 subtilase cytotoxin drives type-I IFN expression in pDCs via STING activation'

description: Original western blot and microscopy images used in Barros et al., 2025 'Induction of the ISR by AB5 subtilase cytotoxin drives type-I IFN expression in pDCs via STING activation'. The western blot images are accompained by a supporting Excel file containing annotations. An extended version of the multiparametric flow cytometry data used in the study is also included.
DOI: 10.15468/dl.nfefny
title: Occurrence Download

description: A dataset containing 15235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-97.97333 15.76454,-97.04008 18.02882,-98.86068 19.74232,-100.89547 20.79796,-102.48658 20.98155,-104.23068 20.01771,-104.61316 18.93147,-97.97333 15.76454))",
 "OccurrenceStatus is Present",
 "TaxonKey is Myiopsitta monachus"
 ]
}

 The dataset includes 15235 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003497-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4vj7f
title: Occurrence Download

description: A dataset containing 8895064 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 8895064 records from 714 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003484-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uw7kw2
title: Occurrence Download

description: A dataset containing 9603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Geometry POLYGON((-63.62058 1.85177,109.62058 1.85177,109.62058 71.14823,-63.62058 71.14823,-63.62058 1.85177))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhyzobius litura"
 ]
}

 The dataset includes 9603 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003499-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z33wur
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Amanita pachyvolvata"
 ]
}

 The dataset includes 45 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003500-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/wkvlap
title: Replication Data for: Dilutive Drift: The Racial Impact of Low-Change Maps

description: As America’s racial composition shifts, states that minimize changes to existing districts in successive redistricting cycles can entrench racial disparities in representation, a process I term ‘dilutive drift’. Using novel spatial measures of U.S. House district change between successive congresses, I show that packing and cracking can occur passively, not only through deliberate gerrymandering. States with long histories of racial exclusion, such as Alabama and Louisiana, make persistently fewer changes to their districts than other states. Minimal-change redistricting, I argue, can entrench unequal representation just as effectively as overt gerrymandering.
DOI: 10.15468/dl.7xevbj
title: Occurrence Download

description: A dataset containing 3531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "Geometry POLYGON((-73.77502 8.14115,-73.87592 7.99276,-73.77502 7.77314,-73.83437 7.72565,-73.78095 7.63661,-73.9056 7.48822,-73.92934 7.12614,-73.86999 7.0371,-74.41608 6.59786,-74.41608 6.4554,-74.35078 6.41979,-74.5526 6.25359,-74.61196 6.09926,-74.34255 6.03508,-74.29593 6.08836,-74.26041 6.06838,-74.26041 6.0151,-74.22933 5.95738,-74.24709 5.93518,-74.22045 5.91964,-74.27595 5.86858,-74.26485 5.83528,-74.20047 5.85304,-74.18271 5.9041,-74.12943 5.87968,-74.09835 5.87302,-74.07837 5.8264,-74.02731 5.80642,-74.00733 5.7598,-73.98291 5.7154,-73.94517 5.7376,-73.86747 5.73982,-73.88967 5.69542,-73.85415 5.70874,-73.82973 5.75092,-73.80974 5.73094,-73.7387 5.77756,-73.70096 5.76868,-73.6499 5.71984,-73.62326 5.76868,-73.62992 5.8042,-73.58774 5.87524,-73.62326 5.9152,-73.56776 6.01732,-73.5167 6.06838,-73.5056 6.11722,-73.4057 6.05284,-73.3724 6.01288,-73.40126 5.89078,-73.439 5.89522,-73.439 5.85082,-73.4723 5.84194,-73.4723 5.81308,-73.439 5.80864,-73.41902 5.75758,-73.39016 5.75314,-73.34576 5.86858,-73.27916 5.84194,-73.24808 5.81752,-73.18148 5.83084,-73.18592 5.85748,-73.2392 5.89966,-73.21922 5.95072,-73.21256 5.98846,-73.18814 6.00844,-73.15262 5.97514,-73.14152 6.03064,-73.12376 6.00178,-73.08824 5.99068,-73.03052 6.00844,-73.01498 5.96182,-72.93822 6.08968,-72.80075 6.20054,-72.7431 6.22715,-72.73423 6.36462,-72.7564 6.48435,-72.79188 6.56861,-72.72536 6.5553,-72.64111 6.41783,-72.56572 6.47105,-72.46816 6.67947,-72.4859 6.81251,-72.52581 6.88346,-72.55242 6.98989,-72.67658 6.98989,-72.73867 7.00763,-72.7564 7.05197,-72.84953 7.10519,-72.85397 7.18945,-72.87614 7.2604,-72.82292 7.33135,-72.99587 7.61073,-73.10673 7.60186,-73.24842 7.62302,-73.23505 7.53388,-73.36876 7.56953,-73.47573 7.5829,-73.56041 7.73444,-73.74315 7.75673,-73.73869 7.81912,-73.66292 7.90826,-73.77502 8.14115))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bryophyta",
 "Year 1980-2025"
 ]
}

 The dataset includes 3531 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003501-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5xygj
title: Occurrence Download

description: A dataset containing 1321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mussaenda philippica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1321 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003502-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/98kwb
title: Sex Trafficking Awareness

description: Research on U.S. knowledge of sex trafficking has focused on specific populations (e.g., health care providers, counselors, university students), and the only broad measure published to date is the Sex Trafficking Attitudes Scale (STAS). This social action study was designed to (1) revise the STAS, (2) assess knowledge of sex trafficking in a more general U.S. population, and (3) educate participants. When participants agree with a true item, they receive a response such as “You’re right,” or “That’s correct;” participants who disagree or answer “don’t know” to a true statement receive corrective information in response (and v.v. for false items). Participants were recruited through the Social Psychology Network, social media, Mechanical Turk (mTurk), and psychology courses at a small, private, liberal arts university. Participants ranged from 18 to 68 years of age, predominantly identified as female, White, and not college students. Classical item analysis, scale analysis, and CFAs were used to determine which questionnaire items to keep for a refined STAS-R/RE and to identify scale structure. Items worded in a negative direction were reverse-coded, so higher scores indicate higher agreement with accurate statements. Participants performed well overall, showing good knowledge of sex trafficking. They also reported that their emotions were impacted by the questionnaire and that they learned from it. Hypotheses of a four-factor scale structure, that students would know more than others, participants with minoritized racial/ethnic identities would know more than more privileged participants, and participants would know less about myths than other questions were not supported. However, an unexpected finding that males knew less than other participants surfaced, and a revised STAS-R/RE with 25 questions, solid reliability, a unique ability to educate participants, and two subscales was developed that can be used in future research. This is the raw data from the study.
DOI: 10.15468/dl.kyrm39
title: Occurrence Download

description: A dataset containing 1307034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Morus notabilis, Sesbania bispinosa, Aegilops umbellulata, Agropyron cristatum, Avena longiglumis, Beckmannia syzigachne, Cercis chuniana, Cucumis sativus, Hordeum brevisubulatum, Oxalis articulata, Oxalis debilis, Physaria fendleri, Physaria lindheimeri, Physaria pallida, Rosa laevigata, Rosa persica, Arabidopsis thaliana, Camelina neglecta, Fragaria nipponica, Fragaria orientalis, Antirrhinum majus, Carpinus viminea, Cenchrus americanus, Corydalis hemidicentra, Dasypyrum villosum, Epimedium pubescens, Medicago littoralis, Ormosia purpureiflora, Pontederia cordata, Prunus campanulata, Puccinellia tenuiflora, Punica granatum, Salvia officinalis, Secale cereale, Arabis alpina, Arabis planisiliqua, Corydalis saxicola, Artemisia tridentata, Centella asiatica, Coptis teeta, Eomecon chionantha, Lotus pedunculatus, Luzula pallescens, Platycodon grandiflorus, Rosa rugosa, Microcitrus australis)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1307034 records from 3563 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003492-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kndtnz
title: Occurrence Download

description: A dataset containing 490 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliaster cumingi"
 ]
}

 The dataset includes 490 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029944-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zb9rbm
title: Occurrence Download

description: A dataset listing the 32 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "Geometry POLYGON((-75.67165 1.49943,-75.67171 1.49884,-75.67111 1.49884,-75.6661 1.49896,-75.66499 1.49896,-75.66431 1.49905,-75.66374 1.49905,-75.66273 1.49905,-75.66317 1.5127,-75.67199 1.51281,-75.67165 1.49943))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 32 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029939-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kq5vw3
title: Occurrence Download

description: A dataset containing 249353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lucanus",
 "Year 1970-2025"
 ]
}

 The dataset includes 249353 records from 1719 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029875-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhj8ew
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Catumiri argentinense (Mello-Leitão, 1941)"
 ]
}

 The dataset includes 41 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009766-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12010066
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.6084/m9.figshare.30335921.v1
title: Disitamab vedotin plus programmed death-1 inhibitor for pre-treated HER2 overexpressed advanced gastric cancer: a multicentre retrospective real-world study

description: The efficacy of pre-treated advanced gastric or gastroesophageal junction cancer (G/GEJC) with HER2 overexpressed (IHC 2+/3+) remains unsatisfactory. This retrospective real-world study aimed to analyse the safety and efficacy of disitamab vedotin (RC48) plus programmed death-1 (PD-1) inhibitor in pre-treated patients with advanced G/GEJC. We retrospectively reviewed consecutive patients with HER2 2+/3+ advanced G/GEJC who received RC48 plus PD-1 inhibitor or RC48 monotherapy from four Chinese hospitals (July 2021 to September 2023). ORR and DCR were estimated by logistic regression. Survival was analysed via Kaplan-Meier method and log-rank tests. Subgroup and <i>post hoc</i> power analyses were performed. Fifty-seven patients were enrolled: 36 received RC48 plus PD-1 inhibitor (combination group) and 21 received RC48 alone (monotherapy group). The combination group demonstrated a significantly higher ORR than the monotherapy group (41.7% vs. 9.5%, <i>p</i> = 0.011). Although the DCR was not significantly different (75.0% vs. 57.1%, <i>p</i> = 0.162), the combination group showed a significantly prolonged mOS (13.2 months vs. 7.1 months, <i>p</i> = 0.040) and a trend towards longer mPFS (5.8 months vs. 2.9 months, <i>p</i> = 0.142). In the combination group, patients with initial HER2 3+, second-line treatment, or liver metastasis had more favourable outcomes. The incidence of grade 3–4 TrAEs was comparable between the two groups (41.7% vs. 38.1%). RC48 plus PD-1 inhibitor for pre-treated advanced G/GEJC patients with HER2 2+/3+ demonstrated superior efficacy than RC48 monotherapy and favourable safety. This combination represents a potential therapeutic strategy, but further large-scale prospective studies are still needed.
DOI: 10.6084/m9.figshare.30919070
title: Impact of repetitive transcranial magnetic stimulation combined with traditional Chinese Tuina for stroke: a systematic review and meta-analysis

description: Stroke has emerged as one of the leading causes of long-term disability worldwide. Although the therapeutic effects of traditional Chinese Tuina and rTMS as monotherapies have been partially established, research on their combined application in stroke rehabilitation remains limited. This meta-analysis aims to investigate the effects of traditional Chinese Tuina combined with rTMS for stroke. Nine databases, including EMBASE, PubMed, Cochrane Central Register of Controlled Trials, Web of Science, Alternative HealthWatch, VIP, Wanfang, CNKI and the Chinese Biomedical Literature Database, were searched from inception to August 5, 2025. Two authors independently performed literature screening, data extraction, and risk-of-bias assessment. Meta-analysis was conducted using STATA software. Eleven studies involving 1,134 patients were included in this meta-analysis. The meta-analysis indicated that, compared to the control group, the intervention group demonstrated significantly higher motor function scores [<i>p</i> &lt; 0.001] and life quality [<i>p</i> &lt; 0.001]. The intervention group also exhibited lower depression scores [<i>p</i> &lt; 0.001] and sleep scores [<i>p</i> &lt; 0.001]. The meta-regression analysis results showed that coil type had a significant impact on quality of life [<i>p &lt;</i> 0.001]; session count and stimulation frequency independently had a marginally significant impact on motor function [<i>p</i> = 0.09 &lt; 0.1]; and quality of life [<i>p</i> = 0.06 &lt; 0.1]. Subgroup analysis suggested that 24 rTMS sessions may yield the most favourable improvement in motor function for post-stroke patients [<i>p</i> &lt; 0.001], while low-frequency and 8-coil demonstrate optimal efficacy in enhancing patients’ quality of life [<i>p</i> &lt; 0.001; <i>p</i> &lt; 0.001]. No publication bias was detected across the analyses. The combination of rTMS and Tuina significantly improves motor function, enhances quality of life, alleviates depressive symptoms, and improves sleep quality for stroke. 24 rTMS sessions may yield the most favourable improvement in motor function. Moreover, low-frequency and 8-coil demonstrate optimal efficacy in enhancing patients’ quality of life.