cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25345/c5m03zb28
title: MassIVE MSV000100844 - LC-MS/MS Proteomic Profiling of the Healthy Human iPSC-derived Cerebral Organoid Secretome.
title: Cerebral organoids (COs) are engineered stem cell-derived constructs that have emerged as important neurodevelopmental and neurological disease models as well as a promising therapeutic approach, through integration with host circuitry. However, the specific therapeutic contribution of their secretome remains largely unexplored. To further elucidate the potential of CO-mediated repair, we characterized the CO secretome using LC-MS/MS proteomics on conditioned media from COs generated from three healthy donor lines (AG28869, AG28851, AG28262 from the Coriell Medical Institute). COs were cultured for 8 weeks prior to thorough washing and incubation in serum-free basal media. This dataset provides a comprehensive inventory of the proteins secreted by healthy cerebral organoids to serve as a reference for neurodevelopmental and neurodegenerative disease modeling as well as for understanding the therapeutic potential of COs.
DOI: 10.15468/dl.vtvv3j
title: Occurrence Download

description: A dataset containing 687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Pilea vulcanica"
 ]
}

 The dataset includes 687 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016268-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20383/103.01230
title: Recent and Future British Columbia Drought Atlas derived from ERA5-Land and CanDCS-M6

description: This file contains calculated standardized precipitation-evapotranspiration (SPEI) data at 1-, 3-, 6, and 12-month times scales for British Columbia. The data were developed using CanDCS-M6 and ERA5-Land information spanning from 1951-2100 and 1951-2023, respectively. CandDCS-M6 data are presented in ensemble format with supplementary data for each member (26). Future SPEI data were projected for SSP2-4.5 and SSP5-8.5. All data are provided in netCDF format.
DOI: 10.6084/m9.figshare.29803308
title: Including people in the automatic text adaptation process: empirical findings from students with intellectual disability

description: Modern automatic text adaptation often fails to meet the specific needs of targeted readers. The TextAD project aimed to address this gap by creating tailored texts for students with intellectual disability (ID), focusing on their unique challenges. This exploratory study presents findings from three rounds of testing automatic adaptations at lexical, syntactic, and discourse levels in expository texts. Reading comprehension, self-reported ratings of comprehension, interest, and perceived difficulty, along with metacognitive insights were assessed with 27 students with ID, refining adaptations based on each iteration’s results. While comprehension gains for the adapted versions were not significant overall, promising outcomes appeared with lexical and syntactic adaptations in the later rounds of testing, although group heterogeneity influenced results. Despite reporting high comprehension, students noted persistent difficulty understanding many expository concepts. Alongside evaluating the effects of text adaptations on comprehension and perceived understanding, this paper offers insights into assessment approaches for developing automatic adaptations tailored to this audience. Automatic lexical and syntactic text adaptations can help improve reading comprehension for students with intellectual disabilities (ID), but significant group heterogeneity affects outcomes.It was unclear if automatic discourse-level adaptations improved the student’s unsupervised reading, such adaptations may require explicit instruction.Students with ID report considerable difficulty understanding concepts in expository texts, suggesting that key vocabulary should be discussed or introduced closely alongside the reading task. Definitions provided in or outside the text did not aid student understanding. Automatic lexical and syntactic text adaptations can help improve reading comprehension for students with intellectual disabilities (ID), but significant group heterogeneity affects outcomes. It was unclear if automatic discourse-level adaptations improved the student’s unsupervised reading, such adaptations may require explicit instruction. Students with ID report considerable difficulty understanding concepts in expository texts, suggesting that key vocabulary should be discussed or introduced closely alongside the reading task. Definitions provided in or outside the text did not aid student understanding.
DOI: 10.6084/m9.figshare.29803308.v1
title: Including people in the automatic text adaptation process: empirical findings from students with intellectual disability

description: Modern automatic text adaptation often fails to meet the specific needs of targeted readers. The TextAD project aimed to address this gap by creating tailored texts for students with intellectual disability (ID), focusing on their unique challenges. This exploratory study presents findings from three rounds of testing automatic adaptations at lexical, syntactic, and discourse levels in expository texts. Reading comprehension, self-reported ratings of comprehension, interest, and perceived difficulty, along with metacognitive insights were assessed with 27 students with ID, refining adaptations based on each iteration’s results. While comprehension gains for the adapted versions were not significant overall, promising outcomes appeared with lexical and syntactic adaptations in the later rounds of testing, although group heterogeneity influenced results. Despite reporting high comprehension, students noted persistent difficulty understanding many expository concepts. Alongside evaluating the effects of text adaptations on comprehension and perceived understanding, this paper offers insights into assessment approaches for developing automatic adaptations tailored to this audience. Automatic lexical and syntactic text adaptations can help improve reading comprehension for students with intellectual disabilities (ID), but significant group heterogeneity affects outcomes.It was unclear if automatic discourse-level adaptations improved the student’s unsupervised reading, such adaptations may require explicit instruction.Students with ID report considerable difficulty understanding concepts in expository texts, suggesting that key vocabulary should be discussed or introduced closely alongside the reading task. Definitions provided in or outside the text did not aid student understanding. Automatic lexical and syntactic text adaptations can help improve reading comprehension for students with intellectual disabilities (ID), but significant group heterogeneity affects outcomes. It was unclear if automatic discourse-level adaptations improved the student’s unsupervised reading, such adaptations may require explicit instruction. Students with ID report considerable difficulty understanding concepts in expository texts, suggesting that key vocabulary should be discussed or introduced closely alongside the reading task. Definitions provided in or outside the text did not aid student understanding.
DOI: 10.6084/m9.figshare.30198570
title: Manual wheelchair-skills courses (“bootcamps”) for wheelchair service providers: an observational study on learners’ satisfaction and perceived effectiveness

description: Our primary objective was to assess wheelchair service providers’ opinions on manual wheelchair-skills courses (“bootcamps”). Our secondary objective was to test the hypothesis that these courses enhance the learners’ self-reported capacity and confidence. This was an observational study that took place in rehabilitation and conference centers on 407 wheelchair service providers each of whom took part in one of 26 practical workshops on manual wheelchair skills at least 1 day in duration. Post-course, all participants completed a Course Evaluation Form with ordinal (1–5), categorical, and free-response questions. A subset of 103 participants also completed a modified Wheelchair Skills Test Questionnaire (WST-Q) of “capacity” and “confidence”. The percentages of participants who answered 5 (“extremely so”) to the questions “useful?”, “relevant?”, “well-tolerated?”, “understandable?”, and “enjoyable?” were 94.1, 90.4, 92.6, 95.6, and 97.3%. The median for the Overall Satisfaction Score (OSS) (1–5) of the 26 bootcamps was 4.96. Most participants (87.1%) considered the course “just right” in duration, and (100%) stated that they would recommend the Course to others. There were numerous qualitative comments about the course content, as well as what participants found most and least useful. Over half of the WST-Q respondents reported improvements in capacity and confidence in 26 (90.0%) and 25 (86.2%) of individual skills. Although there is room for improvement, wheelchair service providers were generally positive about in-person courses, and the courses enhance wheelchair-skills capacity and confidence. Wheelchair service providers are generally positive about in-person practical courses.Such courses enhance the perceived wheelchair-skills capacity and confidence of participants. Wheelchair service providers are generally positive about in-person practical courses. Such courses enhance the perceived wheelchair-skills capacity and confidence of participants.
DOI: 10.6084/m9.figshare.30198570.v1
title: Manual wheelchair-skills courses (“bootcamps”) for wheelchair service providers: an observational study on learners’ satisfaction and perceived effectiveness

description: Our primary objective was to assess wheelchair service providers’ opinions on manual wheelchair-skills courses (“bootcamps”). Our secondary objective was to test the hypothesis that these courses enhance the learners’ self-reported capacity and confidence. This was an observational study that took place in rehabilitation and conference centers on 407 wheelchair service providers each of whom took part in one of 26 practical workshops on manual wheelchair skills at least 1 day in duration. Post-course, all participants completed a Course Evaluation Form with ordinal (1–5), categorical, and free-response questions. A subset of 103 participants also completed a modified Wheelchair Skills Test Questionnaire (WST-Q) of “capacity” and “confidence”. The percentages of participants who answered 5 (“extremely so”) to the questions “useful?”, “relevant?”, “well-tolerated?”, “understandable?”, and “enjoyable?” were 94.1, 90.4, 92.6, 95.6, and 97.3%. The median for the Overall Satisfaction Score (OSS) (1–5) of the 26 bootcamps was 4.96. Most participants (87.1%) considered the course “just right” in duration, and (100%) stated that they would recommend the Course to others. There were numerous qualitative comments about the course content, as well as what participants found most and least useful. Over half of the WST-Q respondents reported improvements in capacity and confidence in 26 (90.0%) and 25 (86.2%) of individual skills. Although there is room for improvement, wheelchair service providers were generally positive about in-person courses, and the courses enhance wheelchair-skills capacity and confidence. Wheelchair service providers are generally positive about in-person practical courses.Such courses enhance the perceived wheelchair-skills capacity and confidence of participants. Wheelchair service providers are generally positive about in-person practical courses. Such courses enhance the perceived wheelchair-skills capacity and confidence of participants.
DOI: 10.15468/dl.kqay3c
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iodes cirrhosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 179 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016270-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2trkeu
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crenicichla dandara",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016272-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18636008
title: ENCRYPTION AND DATA PROTECTION TECHNOLOGIES FOR ENHANCING USER SECURITY IN WEB APPLICATIONS

description: In the modern digital environment, web applications have become a primary platform for storing, processing, and transmitting sensitive user information, including personal data, authentication credentials, and financial records. As the number of cyber threats and data breaches continues to increase, ensuring the confidentiality, integrity, and availability of user data has become a critical challenge for web developers and organizations. This study focuses on the role of encryption and data protection technologies in enhancing web application security. The paper examines both symmetric and asymmetric cryptographic algorithms, secure communication protocols, hashing mechanisms, and authentication strategies used to protect user information from unauthorized access and malicious attacks. The research analyzes widely adopted encryption standards such as AES, RSA, and ECC, as well as modern transport-layer security protocols including HTTPS and TLS. Additionally, the study explores best practices for secure password storage, data encryption at rest and in transit, and the integration of encryption mechanisms within modern web architectures. Through a systematic methodology, the effectiveness of these technologies is evaluated in terms of security strength, performance impact, and implementation complexity. The findings highlight the importance of adopting a layered security approach and demonstrate that properly implemented encryption technologies significantly reduce the risk of data leakage and cyberattacks. The results of this research provide practical recommendations for developers and organizations aiming to build secure, trustworthy, and resilient web systems.
DOI: 10.5281/zenodo.18636009
title: ENCRYPTION AND DATA PROTECTION TECHNOLOGIES FOR ENHANCING USER SECURITY IN WEB APPLICATIONS

description: In the modern digital environment, web applications have become a primary platform for storing, processing, and transmitting sensitive user information, including personal data, authentication credentials, and financial records. As the number of cyber threats and data breaches continues to increase, ensuring the confidentiality, integrity, and availability of user data has become a critical challenge for web developers and organizations. This study focuses on the role of encryption and data protection technologies in enhancing web application security. The paper examines both symmetric and asymmetric cryptographic algorithms, secure communication protocols, hashing mechanisms, and authentication strategies used to protect user information from unauthorized access and malicious attacks. The research analyzes widely adopted encryption standards such as AES, RSA, and ECC, as well as modern transport-layer security protocols including HTTPS and TLS. Additionally, the study explores best practices for secure password storage, data encryption at rest and in transit, and the integration of encryption mechanisms within modern web architectures. Through a systematic methodology, the effectiveness of these technologies is evaluated in terms of security strength, performance impact, and implementation complexity. The findings highlight the importance of adopting a layered security approach and demonstrate that properly implemented encryption technologies significantly reduce the risk of data leakage and cyberattacks. The results of this research provide practical recommendations for developers and organizations aiming to build secure, trustworthy, and resilient web systems.
DOI: 10.5281/zenodo.15777974
title: Data and Code from: Drought response is not a species trait: tropical tree drought sensitivity is shaped by drought characteristics, species adaptations, and individual microenvironments

description: Data and Code for Anujan et al. 2026 Ecology Letters 

https://doi.org/10.1111/ele.70291
DOI: 10.5281/zenodo.18635957
title: Data and Code from: Drought response is not a species trait: tropical tree drought sensitivity is shaped by drought characteristics, species adaptations, and individual microenvironments

description: Data and Code for Anujan et al. 2026 Ecology Letters 

https://doi.org/10.1111/ele.70291
DOI: 10.15468/dl.nqatyq
title: Occurrence Download

description: A dataset containing 5223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juglans mandshurica",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 5223 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016271-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18636006
title: result for nontrivial, self-authorizing continuation under persistent disturbance and fixed per-step resources

description: A scoped impossibility result for nontrivial, self-authorizing continuation under persistent disturbance and fixed per-step resources. PMTT v2.2 defines PFS-SACMs and proves a case split: bounded self-model complexity forces trivial certification or fidelity failure (Bridge Lemma), while unbounded complexity triggers at least one obstruction module (stability/identifiability/absorption/channel/feasibility) under explicit assumptions. Intended as a regime-specific warning and a falsification target
DOI: 10.5281/zenodo.18636007
title: result for nontrivial, self-authorizing continuation under persistent disturbance and fixed per-step resources

description: A scoped impossibility result for nontrivial, self-authorizing continuation under persistent disturbance and fixed per-step resources. PMTT v2.2 defines PFS-SACMs and proves a case split: bounded self-model complexity forces trivial certification or fidelity failure (Bridge Lemma), while unbounded complexity triggers at least one obstruction module (stability/identifiability/absorption/channel/feasibility) under explicit assumptions. Intended as a regime-specific warning and a falsification target
DOI: 10.15468/dl.wctetx
title: Occurrence Download

description: A dataset containing 17904 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceloporus magister"
 ]
}

 The dataset includes 17904 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016273-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62bxhy
title: Occurrence Download

description: A dataset containing 573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex phacota Spreng.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 573 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198065-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksj2gx
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Titanotrichum oldhamii (Hemsl.) Soler.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192077-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ub9b4
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Talayotea caudata (A.Gray) L.O.Alvarado"
 ]
}

 The dataset includes 59 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020634-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mb434
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cestrum nocturnum L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192092-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h256mg
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cricotopus sylvestris Fabricius, 1794",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 100 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198067-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ywjfq
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.74205 41.80736,-103.66106 41.80748,-103.66094 41.87416,-103.74181 41.87416,-103.74205 41.80736))",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 368 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244164-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.