cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.eencm9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neobathiea keraudrenae Toill.-Gen. & Bosser"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058196-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10549114
title: High-throughput sequencing of Trastuzumab CDRH3 variant yeast display library

description: High-throughput sequencing dataset for Trastuzumab CDRH3 variant library.

Each library sample is created from flow cytometry-sorted yeast cells displaying variant Trastuzumab on the cell surface and categorized based on binding affinity with HER2:



Sample 1: Tz variants strong binders

Sample 2: Tz variants intermediate binders

Sample 3: Tz variants weak binders


All processed data and weights from 'Baselining the Buzz. Trastuzumab-HER2 Affinity, and Beyond!' can be found in data.zip
DOI: 10.5281/zenodo.10831512
title: High-throughput sequencing of Trastuzumab CDRH3 variant yeast display library

description: High-throughput sequencing dataset for Trastuzumab CDRH3 variant library.

Each library sample is created from flow cytometry-sorted yeast cells displaying variant Trastuzumab on the cell surface and categorized based on binding affinity with HER2:



Sample 1: Tz variants strong binders

Sample 2: Tz variants intermediate binders

Sample 3: Tz variants weak binders


All processed data and weights from 'Baselining the Buzz. Trastuzumab-HER2 Affinity, and Beyond!' can be found in data.zip
DOI: 10.15468/dl.9zuyz9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myosotis urceolaris Shuttlew."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058198-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frp6ug
title: Occurrence Download

description: A dataset containing 1661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holbrookia elegans Bocourt, 1874",
 "Geometry POLYGON((-124.756451627043 24.5232175268442, -124.756451627043 49.3844869955705, -66.9490903544593 49.3844869955705, -66.9490903544593 24.5232175268442, -124.756451627043 24.5232175268442))"
 ]
}

 The dataset includes 1661 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058199-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3sj9au
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odontarrhena gehamensis (Fed.) D.A.German"
 ]
}

 The dataset includes 24 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058200-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqjjx7
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monanthes polyphylla Haw."
 ]
}

 The dataset includes 243 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058201-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q89pjs
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neobathiea perrieri (Schltr.) Schltr."
 ]
}

 The dataset includes 55 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058202-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se65uw
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myosotis vestergrenii Stroh"
 ]
}

 The dataset includes 124 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058204-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hm29q4
title: Occurrence Download

description: A dataset containing 7039 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melampyrum roseum Maxim."
 ]
}

 The dataset includes 7039 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058203-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7x788
title: Occurrence Download

description: A dataset containing 2528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus crotchii Cresson, 1879"
 ]
}

 The dataset includes 2528 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058207-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.beecek
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odontarrhena gevgelicensis (Micevski) Španiel, Al-Shehbaz, D.A.German & Marhold"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058206-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7u4hk
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holbrookia maculata ruthveni Smith, 1943",
 "Geometry POLYGON((-124.756451627043 24.5232175268442, -124.756451627043 49.3844869955705, -66.9490903544593 49.3844869955705, -66.9490903544593 24.5232175268442, -124.756451627043 24.5232175268442))"
 ]
}

 The dataset includes 208 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058205-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9jvfx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monanthes ×purpurascens (Bolle & Webb) Christ"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058208-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5w757
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neobathiea spatulata H.Perrier"
 ]
}

 The dataset includes 40 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058211-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruxcwr
title: Occurrence Download

description: A dataset containing 41014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Venezuela (Bolivarian Republic of)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 41014 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058210-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yczuza
title: Occurrence Download

description: A dataset containing 1815 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myosotis welwitschii Boiss. & Reut."
 ]
}

 The dataset includes 1815 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058212-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jh5c44
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odontarrhena giosnana (Nyár.) Španiel, Al-Shehbaz, D.A.German & Marhold"
 ]
}

 The dataset includes 37 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058213-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/ag7tlq
title: Projections_Tw_CNRM-CM5-LR_ALADIN63_rcp85_2006_2100.zip

description: :unav
DOI: 10.57745/cneosv
title: Projections_Tw_CNRM-CM5-LR_ALADIN63_rcp45_2006_2100.zip

description: :unav
DOI: 10.57745/mhwy90
title: Projections_Tw_HadGEM2_CCLM4-8-17_rcp45_2006_2100.zip

description: :unav
DOI: 10.57745/qbvusd
title: Projections_Tw_HadGEM2_CCLM4-8-17_historical_1976_2005.zip

description: :unav
DOI: 10.57745/2eeymk
title: Projections_Q_CNRM-CM5-LR_ALADIN63_rcp26_2006_2100.zip

description: :unav
DOI: 10.57745/4woy4k
title: Projections_Tw_IPSL-CM5A-MR_WRF381P_rcp85_2006_2100.zip

description: :unav
DOI: 10.57745/g0hsoh
title: Projections_Tw_HadGEM2_CCLM4-8-17_rcp85_2006_2100.zip

description: :unav
DOI: 10.57745/g0qzcn
title: Projections_Q_CNRM-CM5-LR_ALADIN63_historical_1976_2005.zip

description: :unav
DOI: 10.57745/gcercz
title: Projections_Tw_IPSL-CM5A-MR_WRF381P_rcp45_2006_2100.zip

description: :unav
DOI: 10.57745/qwwqqd
title: Projections_Tw_IPSL-CM5A-MR_WRF381P_historical_1976_2005.zip

description: :unav
DOI: 10.57745/7rl3ip
title: Projections_Q_HadGEM2_CCLM4-8-17_rcp85_2006_2100.zip

description: :unav
DOI: 10.57745/sjjcyd
title: Projections_Q_CNRM-CM5-LR_ALADIN63_rcp85_2006_2100.zip

description: :unav
DOI: 10.57745/uihnk8
title: Projections_Q_CNRM-CM5-LR_ALADIN63_rcp45_2006_2100.zip

description: :unav
DOI: 10.57745/w8ti5y
title: Projections_Q_HadGEM2_CCLM4-8-17_rcp45_2006_2100.zip

description: :unav
DOI: 10.57745/wflhef
title: Projections_Q_HadGEM2_CCLM4-8-17_historical_1976_2005.zip

description: :unav
DOI: 10.57745/dl2wgd
title: Projections_Q_IPSL-CM5A-MR_WRF381P_rcp85_2006_2100.zip

description: :unav
DOI: 10.57745/gomx0v
title: Projections_Q_IPSL-CM5A-MR_WRF381P_rcp45_2006_2100.zip

description: :unav
DOI: 10.57745/pl7y2x
title: Projections_Q_IPSL-CM5A-MR_WRF381P_historical_1976_2005.zip

description: :unav
DOI: 10.5281/zenodo.8348039
title: ICCMA 2023: Benchmarks and raw results

description: This repository contains the benchmark instances used in the 5th International Competition on Computational Models of Argumentation (ICCMA 2023) as well as the raw results of the competition.
description: Work financially supported by Research Council of Finland (grants 322869, 347588, 356046) and University of Helsinki Doctoral Programme in Computer Science DoCS. The organizers wish to thank the Finnish Computing Competence Infrastructure (FCCI) for supporting this project with computational and data storage resources.
DOI: 10.5281/zenodo.8348038
title: ICCMA 2023: Benchmarks and raw results

description: This repository contains the benchmark instances used in the 5th International Competition on Computational Models of Argumentation (ICCMA 2023) as well as the raw results of the competition.
description: Work financially supported by Research Council of Finland (grants 322869, 347588, 356046) and University of Helsinki Doctoral Programme in Computer Science DoCS. The organizers wish to thank the Finnish Computing Competence Infrastructure (FCCI) for supporting this project with computational and data storage resources.
DOI: 10.5281/zenodo.8348454
title: REACT TAM Dataset Zenodo Anonymized

description: Dataset from TAM questionnaire performed in all three pilot islands.
DOI: 10.5281/zenodo.8348453
title: REACT TAM Dataset Zenodo Anonymized

description: Dataset from TAM questionnaire performed in all three pilot islands.
DOI: 10.3217/2gat1-pev27
title: Crossroad Camera Dataset - Mobility Aid Users
title: ICG Mobility Dataset

description: The most vulnerable group of traffic participants are pedestrians using mobility aids. While there has been significant progress in the robustness and reliability of camera based general pedestrian detection systems, pedestrians reliant on mobility aids are highly underrepresented in common datasets for object detection and classification.
To bridge this gap and enable research towards robust and reliable detection systems which may be employed in traffic monitoring, scheduling, and planning, we present this dataset of a pedestrian crossing scenario taken from an elevated traffic monitoring perspective together with ground truth annotations (Yolo format [1]). Classes present in the dataset are pedestrian (without mobility aids), as well as pedestrians using wheelchairs, rollators/wheeled walkers, crutches, and walking canes. The dataset comes with official training, validation, and test splits.
An in-depth description of the dataset can be found in [2]. If you make use of this dataset in your work, research or publication, please cite this work as:

@inproceedings{mohr2023mau,author = {Mohr, Ludwig and Kirillova, Nadezda and Possegger, Horst and Bischof, Horst},title = {{A Comprehensive Crossroad Camera Dataset of Mobility Aid Users}},booktitle = {Proceedings of the 34th British Machine Vision Conference ({BMVC}2023)},year = {2023}}
Archive mobility.zip contains the full detection dataset in Yolo format with images, ground truth labels and meta data, archive mobility_class_hierarchy.zip contains labels and meta files (Yolo format) for training with class hierarchy using e.g. the modified version of Yolo v5/v8 available under [3].To use this dataset with Yolo, you will need to download and extract the zip archive and change the path entry in dataset.yaml to the directory where you extracted the archive to.
[1] https://github.com/ultralytics/ultralytics[2] coming soon[3] coming soon
DOI: 10.5519/qd.eaawpj32
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5300693 records)
DOI: 10.6084/m9.figshare.19411677
title: A missense mutation (rs209302038) of <i>KRT9</i> gene associated with heat stress in Chinese cattle

description: Type I keratin 9 encoded by the <i>KRT9</i> gene serves an important special function either in the mature palmar and plantar skin tissue. The changes in skin conditions and thickening of the outer layer of the skin may be affected by environmental variables. A missense mutation rs209302038 (NC_037346.1: g.41782870 G &gt; A) was detected in <i>KRT9</i>, which changing the isoleucine into valine. This study aimed to identify the frequency of allele in this locus in Chinese indigenous cattle, and analyze the connection with heat stress. Our results indicated that the frequency of allele A gradually decreases from south to north, while the frequency of G allele showed the opposite pattern. Further analysis of the association of the different genotypes with three climate factors, which showed that the genotypes (GG, GA, AA) were significantly related to climatic conditions (<i>p</i> &lt; 0.01). Therefore, we speculated that the mutation of the rs209302038 in Chinese indigenous cattle might be a genetic marker to detect heat stress.
DOI: 10.6084/m9.figshare.19411677.v1
title: A missense mutation (rs209302038) of <i>KRT9</i> gene associated with heat stress in Chinese cattle

description: Type I keratin 9 encoded by the <i>KRT9</i> gene serves an important special function either in the mature palmar and plantar skin tissue. The changes in skin conditions and thickening of the outer layer of the skin may be affected by environmental variables. A missense mutation rs209302038 (NC_037346.1: g.41782870 G &gt; A) was detected in <i>KRT9</i>, which changing the isoleucine into valine. This study aimed to identify the frequency of allele in this locus in Chinese indigenous cattle, and analyze the connection with heat stress. Our results indicated that the frequency of allele A gradually decreases from south to north, while the frequency of G allele showed the opposite pattern. Further analysis of the association of the different genotypes with three climate factors, which showed that the genotypes (GG, GA, AA) were significantly related to climatic conditions (<i>p</i> &lt; 0.01). Therefore, we speculated that the mutation of the rs209302038 in Chinese indigenous cattle might be a genetic marker to detect heat stress.
DOI: 10.6084/m9.figshare.19561734
title: Genome-wide association studies and haplotype sharing analysis targeting the growth traits in Yandang partridge chickens

description: The body size of a chicken is an economically important trait as it directly influences the benefits of the poultry industry, but the relevant genetic mechanisms have not yet been elucidated. In this study, we measured eight growth traits for 94 Yandang partridge chickens, then undertook genome-wide association studies (GWAS) for those traits in using a linear mixed model based on 10× whole genomic sequencing data to better understand the knowledge of the genetic architecture of growth traits. Ninety-four individuals and 7647883 SNPs remained after quality control and removal of the sex chromosomes, and these data were used to carry out a GWAS analysis. The result showed that only one significant single-nucleotide polymorphisms (SNP) locates at 14852873 bp on SSC13 surpassed the genome-wide significance level for Keel length (KL). Through linkage disequilibrium analysis and haplotype sharing analysis, we identified one haplotype underlying the SSC13 significantly associated with KL, which could be selected as a potential candidate haplotype that is used in molecular breeding of Yandang partridge chicken. On the other hand, we have learned from a method called bootstrap testing to verify the reliability of GWAS with small experimental samples, which users can access at https://github.com/xuwenwu24/Bootstrap-test.
DOI: 10.6084/m9.figshare.19561734.v1
title: Genome-wide association studies and haplotype sharing analysis targeting the growth traits in Yandang partridge chickens

description: The body size of a chicken is an economically important trait as it directly influences the benefits of the poultry industry, but the relevant genetic mechanisms have not yet been elucidated. In this study, we measured eight growth traits for 94 Yandang partridge chickens, then undertook genome-wide association studies (GWAS) for those traits in using a linear mixed model based on 10× whole genomic sequencing data to better understand the knowledge of the genetic architecture of growth traits. Ninety-four individuals and 7647883 SNPs remained after quality control and removal of the sex chromosomes, and these data were used to carry out a GWAS analysis. The result showed that only one significant single-nucleotide polymorphisms (SNP) locates at 14852873 bp on SSC13 surpassed the genome-wide significance level for Keel length (KL). Through linkage disequilibrium analysis and haplotype sharing analysis, we identified one haplotype underlying the SSC13 significantly associated with KL, which could be selected as a potential candidate haplotype that is used in molecular breeding of Yandang partridge chicken. On the other hand, we have learned from a method called bootstrap testing to verify the reliability of GWAS with small experimental samples, which users can access at https://github.com/xuwenwu24/Bootstrap-test.
DOI: 10.5281/zenodo.8348485
title: CONSORT Checklist for The assessment of educational and supportive care to the infertile females undergoes In Vitro Fertilization procedure by clinical pharmacist: A Randomized Clinical Trial

description: CONSORT Checklist for The assessment of educational and supportive care to the infertile females undergoes In Vitro Fertilization procedure by clinical pharmacist: A Randomized Clinical Trial
DOI: 10.5281/zenodo.8348484
title: CONSORT Checklist for The assessment of educational and supportive care to the infertile females undergoes In Vitro Fertilization procedure by clinical pharmacist: A Randomized Clinical Trial

description: CONSORT Checklist for The assessment of educational and supportive care to the infertile females undergoes In Vitro Fertilization procedure by clinical pharmacist: A Randomized Clinical Trial
DOI: 10.5281/zenodo.8348480
title: Estado da Arte ODS no Brasil - jul 2023

description: Estes dados foram produzidos por meio de uma coleta realizada na base de Periódicos Capes, no dia 20 de julho de 2023.<br> A busca avançada do assunto foi realizada com as combinações de palavras “ODS”, juntamente com o condicional booleano OR e “Objetivos de Desenvolvimento Sustentável” no primeiro campo e adicionado outro com as combinações “Universidade” OR “Ensino Superior”. O filtro de campo foi direcionado apenas para títulos com a premissa da objetividade sobre os conteúdos a serem encontrados. A personalização de resultados foi refinada com periódicos revisados por pares, data de criação do ano de 2016 a 2023. Os resultados da busca foram de 30 artigos, os quais foram exportados em arquivo BibTex e organizados com auxílio do software JabRef ®, o qual possibilitou a exportação dos dados para tabulação em planilha do Microsoft® Excel.
DOI: 10.5281/zenodo.8348479
title: Estado da Arte ODS no Brasil - jul 2023

description: Estes dados foram produzidos por meio de uma coleta realizada na base de Periódicos Capes, no dia 20 de julho de 2023.<br> A busca avançada do assunto foi realizada com as combinações de palavras “ODS”, juntamente com o condicional booleano OR e “Objetivos de Desenvolvimento Sustentável” no primeiro campo e adicionado outro com as combinações “Universidade” OR “Ensino Superior”. O filtro de campo foi direcionado apenas para títulos com a premissa da objetividade sobre os conteúdos a serem encontrados. A personalização de resultados foi refinada com periódicos revisados por pares, data de criação do ano de 2016 a 2023. Os resultados da busca foram de 30 artigos, os quais foram exportados em arquivo BibTex e organizados com auxílio do software JabRef ®, o qual possibilitou a exportação dos dados para tabulação em planilha do Microsoft® Excel.
DOI: 10.5281/zenodo.8348332
title: Data for: Sources, pathways and behaviour of cave air CO2 using carbon isotopes

description: Raw data for all figures in the manuscript by Krajnc et al. to be published by Geochimica et Cosmochimica Acta as "Sources, pathways and behaviour of cave air CO<sub>2</sub> using carbon isotopes".
DOI: 10.5281/zenodo.8348331
title: Data for: Sources, pathways and behaviour of cave air CO2 using carbon isotopes

description: Raw data for all figures in the manuscript by Krajnc et al. to be published by Geochimica et Cosmochimica Acta as "Sources, pathways and behaviour of cave air CO<sub>2</sub> using carbon isotopes".
DOI: 10.6084/m9.figshare.22100108
title: All data for the paper

description: This contains all the data for the aforementioned paper, including both raw and intermediate data (i.e. data produced during the analysis which are subsequently used). Geolocator location estimates for all individuals are contained in the 'Positions_Allindivs.csv' file.