cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ve9feh
title: Occurrence Download

description: A dataset containing 771370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "Geometry POLYGON((-58.57122 -34.41917,-58.64622 -34.41246,-58.65653 -34.47432,-58.65891 -34.68368,-58.26554 -34.81218,-58.09646 -34.7587,-58.17472 -34.74143,-58.20234 -34.71957,-58.32722 -34.64476,-58.35484 -34.58894,-58.4613 -34.52218,-58.49525 -34.45543,-58.50327 -34.4516,-58.57122 -34.41917))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2020-2025"
 ]
}

 The dataset includes 771370 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009656-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqb3nt
title: Occurrence Download

description: A dataset containing 1205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Araucaria araucana (Molina) K.Koch"
 ]
}

 The dataset includes 1205 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009692-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28838393
title: Source data for manuscript

description: While ionic liquids (ILs) have diverse applications, their potential in biomedical applications remains largely untapped due to gaps in systematic understanding of the spectrum of IL biosafety (biocompatibility/toxicity). Here, we establish an IL library and identified an in vitro reduction in biocompatibility (increased toxicity) with increased ILs’ cationic alkyl chain length. Particularly, we present compelling evidence for IL nanoaggregates in aqueous environment, thereby elucidating the mechanisms involved in cell interactions. ILs with short cationic alkyl chains (scILs) are restricted in intracellular vesicles, whereas ILs with long cationic alkyl chains (lcILs) accumulate to the mitochondria for inducing mitophagy and apoptosis. The occurrence of dysfunctional behaviour in lcILs is also observed in vivo, with a positive correlation between the lcIL signal in tissues and mitophagy/apoptotic levels. Irrespective of the administration routes (oral/intramuscular/intravenous), scILs exhibit ~30-80 times greater tolerance than lcILs. The feasibility of scIL nanoaggregates as carriers for insoluble drugs is thus validated, and an enhanced bioavailability over the commercial tablet is acquired. The findings obtained by integrating computational analysis with diverse cell/animal evaluations (from multiple cell lines, cell spheroids, patient-derived organoids to male murine and canine models) offer unique insights into the behaviour, mechanisms, and biomedical application scenarios of IL nanoaggregates.
DOI: 10.6084/m9.figshare.28838393.v1
title: Source data for manuscript

description: While ionic liquids (ILs) have diverse applications, their potential in biomedical applications remains largely untapped due to gaps in systematic understanding of the spectrum of IL biosafety (biocompatibility/toxicity). Here, we establish an IL library and identified an in vitro reduction in biocompatibility (increased toxicity) with increased ILs’ cationic alkyl chain length. Particularly, we present compelling evidence for IL nanoaggregates in aqueous environment, thereby elucidating the mechanisms involved in cell interactions. ILs with short cationic alkyl chains (scILs) are restricted in intracellular vesicles, whereas ILs with long cationic alkyl chains (lcILs) accumulate to the mitochondria for inducing mitophagy and apoptosis. The occurrence of dysfunctional behaviour in lcILs is also observed in vivo, with a positive correlation between the lcIL signal in tissues and mitophagy/apoptotic levels. Irrespective of the administration routes (oral/intramuscular/intravenous), scILs exhibit ~30-80 times greater tolerance than lcILs. The feasibility of scIL nanoaggregates as carriers for insoluble drugs is thus validated, and an enhanced bioavailability over the commercial tablet is acquired. The findings obtained by integrating computational analysis with diverse cell/animal evaluations (from multiple cell lines, cell spheroids, patient-derived organoids to male murine and canine models) offer unique insights into the behaviour, mechanisms, and biomedical application scenarios of IL nanoaggregates.
DOI: 10.15468/dl.jqcgge
title: Occurrence Download

description: A dataset containing 46918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Carollia perspicillata (Linnaeus, 1758)"
 ]
}

 The dataset includes 46918 records from 432 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009691-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdprrs
title: Occurrence Download

description: A dataset containing 17198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Turnix velox (Gould, 1841)"
 ]
}

 The dataset includes 17198 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009693-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aszx4s
title: Occurrence Download

description: A dataset containing 1571347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantago alpina L., Polystichum aculeatum (L.) Roth, Polystichum lonchitis (L.) Roth, Populus tremula L., Potamogeton coloratus Hornem., Prunus lusitanica L., Prunus mahaleb L., Prunus padus L., Arrhenatherum pallens (Link) Link, Pulsatilla alpina (L.) Delarbre, Pyrola chlorantha Sw., Pyrola minor L., Pyrus bourgaeana Decne., Pyrus pyraster (L.) Burgsd., Quercus canariensis Willd., Quercus petraea (Matt.) Liebl., Quercus pyrenaica Willd., Quercus suber L., Ranunculus nigrescens Freyn, Reseda alba L., Atadinus alpinus (L.) Raf., Rhynchospora alba (L.) Vahl, Rhynchospora modesti-lucennoi Castrov., Ribes alpinum L., Ribes uva-crispa L., Riella cossoniana Trab., Riella helicophylla (Bory & Mont.) Mont., Riella notarisii (Mont.) Mont., Rumex suffruticosus Meisn., Santolina elegans Boiss. ex DC., Sarcocapnos baetica (Boiss. & Reut.) Nyman, Salicornia fruticosa (L.) L., Salicornia perennis Mill., Saxifraga camposii Boiss. & Reut., Saxifraga cintrana Kuzinsky ex Willk., Saxifraga corsica (Ser.) Gren. & Godr., Saxifraga cuneata Willd., Saxifraga fragilis Schrank, Saxifraga fragosoi Sennen, Saxifraga latepetiolata Willk.)",
 "Geometry POLYGON ((-13.20808 24.16483, -3.139742 29.82368, -2.662047 32.21215, 11.22785 32.39588, 11.81578 33.86571, 45.03395 34.30666, 45.4749 42.97866, 31.95246 42.90517, 31.80548 71.71384, -10.52564 68.25974, -14.93513 24.16483, -13.20808 24.16483))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 1571347 records from 3036 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009685-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28685312.v43
title: Supplementary Material for: Evidence on protective factors for dementia and cognitive impairment in older adults: an umbrella review

description: Introduction: Dementia represents a global public health challenge, and no conclusive evidence exists on how to prevent its onset or at least reduce the risk. This umbrella review aims to identify interventions or exposures that can reduce the incidence of dementia or cognitive impairment.
Methods: A search of meta-analyses and systematic reviews published from 2018 to 2025 (January) was conducted across four databases. Articles assessing associations between interventions or exposures to protective factors and incidence of dementia or cognitive decline in non-demented older adults were selected.
Results: Out of 6,324 articles, 177 underwent full-text screening, and 17 were included. They showed that psychosocial factors (social engagement, purpose in life, life satisfaction, and cognitive reserve) and influenza vaccination protect against dementia. Evidence on antihypertensives is promising, while evidence on low-dose aspirin is promising yet inconclusive. No clear results emerged for both single- and multi-domain lifestyle interventions.
Conclusions: These results offer new insight on potential targets for dementia prevention, a global public health priority. In particular, favorable psychosocial factors and influenza vaccination, undervalued in the scientific debate on dementia prevention, emerged as promising and feasible targets for preventive initiatives. Future research should focus on fine-tuning interventions to promote brain health, exploring their underlying mechanisms, and developing targeted and personalized strategies for specific population subgroups.
DOI: 10.15468/dl.v5ncz6
title: Occurrence Download

description: A dataset containing 657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is GBR.3_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Haliaeetus albicilla (Linnaeus, 1758)",
 "Year 2007-2013"
 ]
}

 The dataset includes 657 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014917-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmwn3h
title: Occurrence Download

description: A dataset containing 1102958 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sorbus L."
 ]
}

 The dataset includes 1102958 records from 2341 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014905-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vehdd2
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Malaysia, Indonesia)",
 "Geometry POLYGON((92.32233 -6.07107,127.67767 -6.07107,127.67767 8.07107,92.32233 8.07107,92.32233 -6.07107))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tristaniopsis obovata (Benn.) Paul G.Wilson & J.T.Waterh."
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004778-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15533717
title: Data Storage for Bluhm and Krause (2022): Top lights: Bright cities and their contribution to economic development

description: This data set provides the nighttime lights data and generated by Bluhm and Krause (2022) "Top lights: Bright cities and their contribution to economic development" Journal of Development Economics. The data also includes the input data from NOAA EOG required to run and benchmark the correction (average lights, stable lights and radiance calibrated lights). These differ from the NOAA EOG data only in that they have been processed to include only areas below the Arctic Circle --- that is, extent(-180.0042, 180.0042, -60.00417, 66.5375) --- and pixels without land mass in the GPW4 land area raster were set to zero. Legacy code to do this is available on request.
DOI: 10.5281/zenodo.15533718
title: Data Storage for Bluhm and Krause (2022): Top lights: Bright cities and their contribution to economic development

description: This data set provides the nighttime lights data and generated by Bluhm and Krause (2022) "Top lights: Bright cities and their contribution to economic development" Journal of Development Economics. The data also includes the input data from NOAA EOG required to run and benchmark the correction (average lights, stable lights and radiance calibrated lights). These differ from the NOAA EOG data only in that they have been processed to include only areas below the Arctic Circle --- that is, extent(-180.0042, 180.0042, -60.00417, 66.5375) --- and pixels without land mass in the GPW4 land area raster were set to zero. Legacy code to do this is available on request.
DOI: 10.15468/dl.tndfes
title: Occurrence Download

description: A dataset containing 875 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Myanmar, Viet Nam, India, Bangladesh, Thailand, Lao People’s Democratic Republic, Malaysia, Indonesia, Bhutan, Chinese Taipei, Nepal)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rehmannia glutinosa (Gaertn.) Libosch. ex Fisch. & C.A.Mey."
 ]
}

 The dataset includes 875 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004777-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6qguf
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEG9276"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028477-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6tpsn
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Carabus pustulifer"
 ]
}

 The dataset includes 97 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028478-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/fgye-kq75
title: "Web3-AI Agent Projects"

description: "A dataset of Web3-AI Agent projects: web3-projects.xlsxOur comprehensive dataset contains 133 Web3-AI Agent projects collected from three sources: CoinMarketCap, GitHub, and Product Hunt."
DOI: 10.7910/dvn/wyrtks
title: Khayyam Offline Persian Handwriting Dataset

description: Handwriting analysis is still an important application in machine learning. A basic requirement for any handwriting recognition application is the availability of comprehensive datasets. Standard labelled datasets play a significant role in training and evaluating learning algorithms. In this paper, we present the Khayyam dataset as another large unconstrained handwriting dataset for elements (words, sentences, letters, digits) of the Persian language. We intentionally concentrated on collecting Persian word samples which are rare in the currently available datasets. Khayyam's dataset contains 44000 words, 60000 letters, and 6000 digits. Moreover, the forms were filled out by 400 native Persian writers. To show the applicability of the dataset, machine learning algorithms are trained on the digits, letters, and word data and results are reported. This dataset is available for research and academic use.
description: This dataset has been instrumental in advancing various studies, and it's gratifying to see it being utilized by scholars like yourself.

To ensure proper acknowledgment of the work that underpins this dataset, I kindly request that you cite the following two papers in your publications:

Khayyam Offline Persian Handwriting Dataset
Author(s): Pourya Jafarzadeh; Padideh Choobdar; Vahid Mohammadi Safarzadeh
Journal/Conference: arXiv:2406.01025, 2024]
DOI/Link: arXiv:2406.01025

Offline Persian Handwriting Recognition with CNN and RNN-CTC
Author(s): Vahid Mohammadi Safarzadeh; Pourya Jafarzadeh
Journal/Conference: 2020 25th International Computer Conference, Computer Society of Iran (CSICC), 2020
DOI/Link: 10.1109/CSICC49403.2020.9050073

These papers provide essential context and methodological details that are integral to the understanding and appropriate use of the dataset.

Thank you for your attention to this matter. Please feel free to reach out if you have any questions or need further information.

Also for filling a form and receiving the password required to open the zip files please contact Pourya Jafarzadeh (pouryajafarzadeh@gmail.com).
DOI: 10.15468/dl.g2ef78
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophiorrhiza acuminata"
 ]
}

 The dataset includes 27 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028480-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4q9x3s
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Piaractus brachypomus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 557 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028479-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16778629
title: Raw Data_A Study on the Influencing Factors of College Students' Academic Engagement in English Learning Facilitated by AI Technology

description: The dataset, "Raw Data_A Study on the Influencing Factors of College Students’ Academic Engagement in English Learning Facilitated by AI Technology", was collected from three universities in China using Wenjuanxing (https://www.wjx.cn/) between November and December 2024. After excluding invalid responses, 1538 valid questionnaires were analyzed. The study focused on key psychological factors, including AI affordance, AI literacy, teacher support, AI trust, foreign language enjoyment and academic engagement, to explore their impact under the pressures of modern society and education. This dataset provides valuable insights for understanding the psychological state and development of college students.
DOI: 10.5281/zenodo.16778630
title: Raw Data_A Study on the Influencing Factors of College Students' Academic Engagement in English Learning Facilitated by AI Technology

description: The dataset, "Raw Data_A Study on the Influencing Factors of College Students’ Academic Engagement in English Learning Facilitated by AI Technology", was collected from three universities in China using Wenjuanxing (https://www.wjx.cn/) between November and December 2024. After excluding invalid responses, 1538 valid questionnaires were analyzed. The study focused on key psychological factors, including AI affordance, AI literacy, teacher support, AI trust, foreign language enjoyment and academic engagement, to explore their impact under the pressures of modern society and education. This dataset provides valuable insights for understanding the psychological state and development of college students.
DOI: 10.5281/zenodo.16778522
title: One-year impact of behavioural interventions on schistosomiasis-related knowledge, attitude and practices of primary schoolchildren in Pemba, Tanzania

description: This dataset is part of the publication: One-year impact of behavioural interventions on schistosomiasis-related knowledge, attitude and practices of primary schoolchildren in Pemba, Tanzania

Background  Elimination of schistosomiasis as a public health problem and interruption of transmission in selected areas are goals set by the World Health Organization for 2030. Behaviour change communication (BCC), coupled with other interventions, is considered an essential measure to reduce the transmission of Schistosoma infection. Focusing on elimination, we assessed the 1-year impact of BCC interventions on schistosomiasis-related knowledge, attitude and practices (KAP) of schoolchildren in hotspot schools versus low-prevalence schools that did not receive the interventions.

Methods  School-based cross-sectional surveys were implemented in 16 schools on Pemba Island, Tanzania, in 2020 and 2022, respectively. The schistosomiasis-related KAP were assessed in children attending grades 3–5, using pre-tested questionnaires. Between the surveys, in 2021, children from hotspot schools were exposed to BCC interventions. The difference in knowledge and attitude scores, respectively, between schoolchildren from hotpot and low prevalence schools during the survey in 2022 was determined with a linear mixed-effect model.

Results  In the five hotspot schools that received BCC interventions, 315 children participated in the survey in 2020 and 349 in 2022. There was a 21.0% increase in moderate knowledge scores and a 13.8% decrease in no knowledge; a 8.3% increase in good attitude scores and a 19.2% decrease in poor attitude; 3.4% and 3.2% fewer children used waterbodies for washing clothes or body, respectively. In the 11 low-prevalence schools without BCC interventions, 778 children participated in 2020 and 732 in 2022. Scores for poor knowledge (56.4% and 63.1%) and poor attitude (55.3% and 53.1%) remained relatively stable from 2020 to 2022, but 4.9% and 3.0% less children used waterbodies for washing clothes or their body, respectively. In 2022, the mean knowledge score was 0.8 (95% confidence interval (CI): 0.7–0.9, P < 0.001] and the mean attitude score was 0.3 (95% CI: 0.5–0.6, P < 0.001) times higher amongst children in hotspot compared with low-prevalence schools.

Conclusions  After one year of implementation, the BCC interventions markedly improved the KAP of exposed children. Complemented by improved access to clean water and sanitation, BCC holds promise to contribute successfully to the achievement of schistosomiasis control and elimination targets.