cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc1mncyl
title: CCDC 1509140: Experimental Crystal Structure Determination

description: Related Article: Bogdan Bujnicki,  Grażyna Mielniczak,  Jarosław Błaszczyk,  Patrycja Pokora-Sobczak,  Lesław Sieroń,  Józef Drabowicz|2022|Phosphorus and Sulfur and the Related Elements|197|542|doi:10.1080/10426507.2021.2008924
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c8b33
title: CCDC 2182744: Experimental Crystal Structure Determination

description: Related Article: Huanlin Zheng, Fanglin Wen, Chengzhi Zhang, Rui Luo, Zhibing Wu|2023|Int.J.Mol.Sci.|24|8881|doi:10.3390/ijms24108881
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.23618850
title: cyclingdata.csv

description: Data based on reports published annually by the City of Warsaw, titled “Measurements of cycling traffic”. These reports provide detailed monitoring of cycling traffic at approximately 60 selected locations in Warsaw. The data is collected on days that exhibit similar mete- orological conditions (sunny weather, no precipitation) and “calendar” conditions (non-holiday weekdays). Variables such as the number of cyclists, type of bicycle, cyclist location (pavement, roadway, cycle path, etc.), and gender of cyclists are monitored. Our data set consists of a total of 205 observations from the reports spanning the years 2019 to 2022. Another significant part of our data such as the locations of Veturilo stations, the locations of trees, the entrances to the metro, the locations of public transport stops in the area and the timetables at these stops are obtained from the City of Warsaw “Dane po Warszawsku” API. Population density data in kilometre grids is sourced from the GUS geostatistical portal. Information on bicycle infrastructure is derived from the map service provided by the City of Warsaw.
DOI: 10.5281/zenodo.8109873
title: macoma_nasuta_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8109872
title: macoma_nasuta_decontaminated_gx.fasta.gz

description: .
DOI: 10.21954/ou.rd.23608428
title: The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya - Appendix A

description: Oldman, Charlie (2023) - The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya (PhD thesis) - Appendix A <br> Major element geochemical dataset collected using an SEM with EDS. Includes standard measurements and error calculations (7.1.2), point analysis results as oxide wt% and specific mineral apfu (atoms per formula unit) (7.1.3), and garnet end-member profiles for appropriate samples (7.1.4).
DOI: 10.21954/ou.rd.23608428.v1
title: The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya - Appendix A

description: Oldman, Charlie (2023) - The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya (PhD thesis) - Appendix A <br> Major element geochemical dataset collected using an SEM with EDS. Includes standard measurements and error calculations (7.1.2), point analysis results as oxide wt% and specific mineral apfu (atoms per formula unit) (7.1.3), and garnet end-member profiles for appropriate samples (7.1.4).
DOI: 10.21954/ou.rd.23608716
title: The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya - Appendix B

description: Oldman, Charlie (2023) - The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya (PhD thesis) - Appendix B <br> Trace element geochemical dataset collected using LA-ICP-MS. Includes standard measurements and evaluation for each batch (7.2.1), and mineral-specific trace element values for each sample, including garnet trace element profiles (7.2.2).
DOI: 10.21954/ou.rd.23608716.v1
title: The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya - Appendix B

description: Oldman, Charlie (2023) - The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya (PhD thesis) - Appendix B <br> Trace element geochemical dataset collected using LA-ICP-MS. Includes standard measurements and evaluation for each batch (7.2.1), and mineral-specific trace element values for each sample, including garnet trace element profiles (7.2.2).
DOI: 10.21954/ou.rd.23608749
title: The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya - Appendix D

description: Oldman, Charlie (2023) - The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya (PhD thesis) - Appendix D <br> Zircon isotopic and trace element dataset collected using LA-ICP-MS, LASS, and SIMS. Includes standard measurements for U-Th-Pb dating, oxygen isotopes, Lu-Hf isotopes, and trace elements (7.4.1), compiled isotopic and trace element concentrations (7.4.3), and chondrite-normalised rare earth element profile calculations (7.4.4).
DOI: 10.21954/ou.rd.23608749.v1
title: The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya - Appendix D

description: Oldman, Charlie (2023) - The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya (PhD thesis) - Appendix D <br> Zircon isotopic and trace element dataset collected using LA-ICP-MS, LASS, and SIMS. Includes standard measurements for U-Th-Pb dating, oxygen isotopes, Lu-Hf isotopes, and trace elements (7.4.1), compiled isotopic and trace element concentrations (7.4.3), and chondrite-normalised rare earth element profile calculations (7.4.4).
DOI: 10.21954/ou.rd.23608794
title: The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya - Appendix E

description: Oldman, Charlie (2023) - The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya (PhD thesis) - Appendix E <br> Monazite U-Th-Pb isotope dataset collected using LA-ICP-MS. Includes standard measurements for U-Th-Pb dating (7.5.1), and monazite dating results (7.5.3).
DOI: 10.21954/ou.rd.23608794.v1
title: The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya - Appendix E

description: Oldman, Charlie (2023) - The Formation and Age of Leucogranitic Melt in the Garhwal Himalaya (PhD thesis) - Appendix E <br> Monazite U-Th-Pb isotope dataset collected using LA-ICP-MS. Includes standard measurements for U-Th-Pb dating (7.5.1), and monazite dating results (7.5.3).
DOI: 10.5281/zenodo.8109912
title: rubia_balearica_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8109911
title: rubia_balearica_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8109922
title: mastocarpus_papillatus_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8109921
title: mastocarpus_papillatus_decontaminated_gx.fasta.gz

description: .
DOI: 10.5517/ccdc.csd.cc2dk3mq
title: CCDC 2220983: Experimental Crystal Structure Determination

description: Related Article: Yang Yang, Cai-Feng Chen, Fei-Fei Guo, Yun-Qiong Gu, Hong Liang, Zhen-Feng Chen|2023|J.Inorg.Biochem.|246|112284|doi:10.1016/j.jinorgbio.2023.112284
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dk3nr
title: CCDC 2220984: Experimental Crystal Structure Determination

description: Related Article: Yang Yang, Cai-Feng Chen, Fei-Fei Guo, Yun-Qiong Gu, Hong Liang, Zhen-Feng Chen|2023|J.Inorg.Biochem.|246|112284|doi:10.1016/j.jinorgbio.2023.112284
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.23618496.v1
title: Supporting data for 'Aromatic and arginine content drives multiphasic condensation of protein-RNA mixtures' (2023)

description: This file is part of the supporting data for the manuscript 'Aromatic and arginine content drives multiphasic condensation of protein-RNA mixtures', and contains the data used to plot the figures and the full sequence populations from the genetic-algorithm runs presented in the main text. An example LAMMPS input script (with pair parameters for the Mpipi coarse-grained model) used in this work and an example input configuration for a multilayered system containing poly-arginine, poly-lysine and poly-uracil are also included. <br> The structure and contents of this file are outlined in the README file in the root directory.
DOI: 10.5281/zenodo.8109925
title: nuttallia_obscurata_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8109924
title: nuttallia_obscurata_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8109943
title: ophiocytium_majus_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8109942
title: ophiocytium_majus_decontaminated_gx.fasta.gz

description: .
DOI: 10.6084/m9.figshare.23618808
title: <em>Desulfovibrio</em> sp. MAG 00

description: <strong>Genome reconstruction from the Metagenome</strong>
DOI: 10.6084/m9.figshare.23618808.v1
title: <em>Desulfovibrio</em> sp. MAG 00

description: <strong>Genome reconstruction from the Metagenome</strong>
DOI: 10.5281/zenodo.8109957
title: prasiola_linearis_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8109956
title: prasiola_linearis_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8109947
title: pachydermia_laevis_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8109946
title: pachydermia_laevis_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8109995
title: rubia_peregrina_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8109994
title: rubia_peregrina_decontaminated_gx.fasta.gz

description: .
DOI: 10.5287/ora-brwbm899d
title: Data for paper "Fluid-flow effects in the reactive decontamination of porous materials driven by chemical swelling or contraction"

description: The attached files contain the data for the paper "Fluid-flow effects in the reactive decontamination of porous materials driven by chemical swelling or contraction" by Yibin Geng, Alissa Kamilova, and Ellen Luckins accepted for publication in the Journal of Engineering Mathematics (June 2023). See the READ ME file for a description of the data.
DOI: 10.5281/zenodo.8110047
title: rubia_rechingeri_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8110046
title: rubia_rechingeri_decontaminated_gx.fasta.gz

description: .
DOI: 10.6084/m9.figshare.23618919
title: <i>In situ</i> Pb-Pb garnet geochronology as a tool for investigating polymetamorphism: a case for Palaeoarchaean lateral tectonic thickening

description: Supplementary Tables
DOI: 10.6084/m9.figshare.23618919.v1
title: <i>In situ</i> Pb-Pb garnet geochronology as a tool for investigating polymetamorphism: a case for Palaeoarchaean lateral tectonic thickening

description: Supplementary Tables
DOI: 10.5281/zenodo.8110101
title: sarcodiotheca_gaudichaudii_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8110100
title: sarcodiotheca_gaudichaudii_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8110116
title: smithsoniella_earleae_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8110115
title: smithsoniella_earleae_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8110151
title: ulothrix_subflaccida_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8110150
title: ulothrix_subflaccida_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8110181
title: urticina_crassicornis_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8110180
title: urticina_crassicornis_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8110219
title: vaucheria_bursata_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8110218
title: vaucheria_bursata_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8087552
title: Datasets and example code for "Tuning perception and decisions to temporal context"

description: Here are the datasets and examples of code of the paper "Tuning perception and decisions to temporal context" The datasets of both experiment are stored in a .csv file, organized in a long format.<br> Each row corresponds to a trial, while columns are variables. See the README.txt document for further information.
DOI: 10.5281/zenodo.8087553
title: Datasets and example code for "Tuning perception and decisions to temporal context"

description: Here are the datasets and examples of code of the paper "Tuning perception and decisions to temporal context" The datasets of both experiment are stored in a .csv file, organized in a long format.<br> Each row corresponds to a trial, while columns are variables.
DOI: 10.5281/zenodo.8109972
title: Datasets and example code for "Tuning perception and decisions to temporal context"

description: Here are the datasets and examples of code of the paper "Tuning perception and decisions to temporal context" The datasets of both experiment are stored in a .csv file, organized in a long format.<br> Each row corresponds to a trial, while columns are variables. See the README.txt document for further information.
DOI: 10.34740/kaggle/dsv/6073148
title: Mahanagar Yatayat Dataset
DOI: 10.5281/zenodo.8110011
title: Thyroid Dataset

description: this data set contents 10 raw and 30 features
DOI: 10.5281/zenodo.8110010
title: Thyroid Dataset

description: this data set contents 10 raw and 30 features
DOI: 10.25934/pr00009062
title: Data Challenge - Driving Evidence-Based Antibiotic Prescribing: Machine Learning-Enabled Point of Care Antibiograms for Improved Patient Care

description: Aim: To use machine learning and data from the ATLAS project to design a point of care antibiogram application (job aid) for medical prescribers. Additionally, the project aims to compare the burden of antimicrobial resistance (AMR) between low middle and high income countries using Kenya, South Africa and the United Kingdom as case studies.
The global burden of antimicrobial resistance
AMR has earned a place on the World’s list of high priority health problems. In 2019, AMR was responsible for approximately 5 million deaths worldwide (CDC 2021). Central to the fight against AMR is antimicrobial stewardship through the use of antibiograms. Easy access to antibiograms is critical in making real time decisions on empirical antibiotic therapy (EAT). Smartphone applications have been shown to ease access to information, including knowledge of prescribing antibiotics (Fralick M et al).
The value of artificial intelligence
The idea of artificial intelligence (AI) has completely changed how many 21st-century industries work. Computers may learn without being explicitly programmed thanks to the field of machine learning, a branch of artificial intelligence. This suggests that as an application is used more often, it will be able to forecast outcomes with more accuracy. This technology can therefore help prescribers provide suitable EAT with the proper data.
Antimicrobial Testing Leadership and Surveillance program
The Antimicrobial Testing Leadership and Surveillance (ATLAS) program provides data on trends in antimicrobial resistance in several countries including both high and low income countries. The program uses Clinical and Laboratory Standards Institute (CLSI) breakpoints and has worked on over 790,000 isolates. The ATLAS database is updated every 9-12 months making it an appropriate source for development of antibiograms as a means for increasing access and usability of the surveillance data.
DOI: 10.5281/zenodo.8042449
title: European Reference Genome Atlas Community - Phase 1 Members - 2020-2023

description: This dataset presents a comprehensive list of members registered as part of the European Reference Genome Atlas (ERGA, erga-biodiversity.eu) Community during ERGA Phase 1, which spanned from 2020 to 2023. The dataset includes information on the various roles undertaken by these members, particularly those who played a key role in establishing ERGA. Founding members are individuals who joined ERGA prior to the first leadership elections in February 2021, and they were instrumental in building the initial structure of ERGA. Some of these founding members were also involved in the establishment of different ERGA Committees. The dataset further includes details about the current and former core members and chairs of the ERGA committees. Additionally, it provides a list of the current (2023) and former Council members, along with the countries or regions they represent. The dataset is organised in alphabetical order for ease of reference. The co-authors of this dataset encompass both current and former ERGA Council members, listed in alphabetical order, and the current ERGA chair, as the last author.
DOI: 10.5281/zenodo.8042450
title: European Reference Genome Atlas Community - Phase 1 Members - 2020-2023

description: This dataset presents a comprehensive list of members registered as part of the European Reference Genome Atlas (ERGA, erga-biodiversity.eu) Community during ERGA Phase 1, which spanned from 2020 to 2023. The dataset includes information on the various roles undertaken by these members, particularly those who played a key role in establishing ERGA. Founding members are individuals who joined ERGA prior to the first leadership elections in February 2021, and they were instrumental in building the initial structure of ERGA. Some of these founding members were also involved in the establishment of different ERGA Committees. The dataset further includes details about the current and former core members and chairs of the ERGA committees. Additionally, it provides a list of the current (2023) and former Council members, along with the countries they represent. The dataset is organised in alphabetical order for ease of reference. The co-authors of this dataset encompass both current and former ERGA Council members, listed in alphabetical order, and the current ERGA chair, as the last author.
DOI: 10.5281/zenodo.8083652
title: European Reference Genome Atlas Community - Phase 1 Members - 2020-2023

description: This dataset presents a comprehensive list of members registered as part of the European Reference Genome Atlas (ERGA, erga-biodiversity.eu) Community during ERGA Phase 1, which spanned from 2020 to 2023. The dataset includes information on the various roles undertaken by these members, particularly those who played a key role in establishing ERGA. Founding members are individuals who joined ERGA prior to the first leadership elections in February 2021, and they were instrumental in building the initial structure of ERGA. Some of these founding members were also involved in the establishment of different ERGA Committees. The dataset further includes details about the current and former core members and chairs of the ERGA committees. Additionally, it provides a list of the current (2023) and former Council members, along with the countries or regions they represent. The dataset is organised in alphabetical order for ease of reference. The co-authors of this dataset encompass both current and former ERGA Council members, listed in alphabetical order, and the current ERGA chair, as the last author.
DOI: 10.6084/m9.figshare.23462054
title: Supplementary Data File.pptx

description: This data is supplementary file
DOI: 10.21985/n2-4a9x-n698
title: Improving Nb3Sn Cavity Performance Using Centrifugal Barrel Polishing - Data Repository
DOI: 10.25934/pr00009063
title: Trends in resistance to AWaRe drugs in Africa Data Challenge

description: Antimicrobial resistance has proliferated worldwide, even where access limits antibiotic use. Antibiotics in the environment because of waste management practices, and in food animals for prophylaxis and growth promotion allows for drug resistant bacteria to reach even remote areas in Africa.

The approach to treating infections in most low- and middle-income countries (LMIC) is based on empirical and clinical decision making without laboratory support. Antibiotic choice is often based on economic factors and drug availability rather than on surveillance-based antibiograms. A framework for these choices has been developed by the World Health Organization, called AWaRe, for Access, Watch, and Reserve. Access drugs are the empiric drugs of choice because of their narrow spectrum, tolerability and lower cost, while Watch antibiotics have a broader spectrum and are intended for use in hospitalized patients. Reserve drugs are meant for use only in critically ill patients with multi-drug resistant infections. Sporadic prevalence reports suggest however that, despite this characterization, rates of resistance in LMIC to Access drugs are extremely high. 

We will use the available surveillance data for 3 purposes with major implications for patient outcomes and public health.
1)	Even with the data available through Vivli, surveillance is incomplete for many countries in Africa, where laboratory capacity is limited. A review of changes over time in resistance for Access, Watch and Reserve drugs will raise awareness and help to inform more rigorous surveillance studies to fill gaps in knowledge.
2)	A review of the available evidence will be used to construct data-informed antibiograms for African countries contributing to the ATLAS dataset. These antibiograms can then be used to inform guideline revisions for treatment of routine infectious syndromes.
3)	Evidence from this analysis can inform strategies for access to new antibiotics to improve clinical outcomes for patients where microbiology capacity is limited.
DOI: 10.5281/zenodo.8095047
title: Data from: Biochemical, structural and dynamical characterizations of the lactate dehydrogenase from Selenomonas ruminantium provide information about an intermediate evolutionary step prior to complete allosteric regulation acquisition in the super family of lactate and malate dehydrogenases.

description: This data accompanies the paper entitled <strong><em>Biochemical, structural and dynamical characterizations of the lactate dehydrogenase from Selenomonas ruminantium provide information about an intermediate evolutionary step prior to complete allosteric regulation acquisition in the super family of lactate and malate dehydrogenases.</em></strong> The zip archive contains the results of molecular dynamics simulations of the 2 systems investigated in the paper: <em>S. rum</em> and <em>T. mar</em> LDHs. The systems have been simulated at 315 K for <em>S. rum </em>and 340 K for <em>T. mar</em>. Final configurations of the proteins after productions are provided for all the systems in GRO Gromos87 format. Trajectories with the positions of the proteins every 100 ps are provided for all the systems in XTC gromacs format.