cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4376361
title: Raw data Gomez-Moracho et al. The gut parasite Nosema ceranae impairs olfactory learning in bumblebees

description: Excel file containing raw data on which all analyses have been done
DOI: 10.17037/data.00002187
title: Therapy codelist - CPRD Aurum - antihypertensives

description: Aurum therapy codes for antiplatelet treatments.
DOI: 10.17037/data.00002189
title: Therapy codelist - CPRD Aurum - antiplatelets

description: Aurum therapy codes for antiplatelet treatments.
DOI: 10.17037/data.00002188
title: Therapy codelist - CPRD GOLD - antihypertensives

description: BNF codes for antihypertensive treatments. Codelist developed by Helen Strongman.
DOI: 10.17037/data.00002190
title: Therapy codelist - CPRD GOLD - antiplatelets

description: BNF codes for antiplatelet treatments. Codelist developed by Sharon Cadogan.
DOI: 10.17037/data.00002194
title: Clinical codelist - CPRD Aurum - hypertension

description: SNOMED codes for a clinical diagnosis of, or clinical review specific to, hypertension.
DOI: 10.17037/data.00002195
title: Clinical codelist - CPRD GOLD - Hypertension

description: Read codes for a clinical diagnosis of, or clinical review specific to, hypertension.
DOI: 10.17037/data.00002196
title: Clinical codelist - CPRD Aurum - major adverse cardiovascular event

description: SNOMED codes for a clinical diagnosis of a major adverse cardiovascular event (defined as acute coronary syndrome - both myocardial infarction and unstable angina, left ventricular heart failure, stroke or transient ischemic attack).
DOI: 10.17037/data.00002197
title: Clinical codelist - CPRD GOLD - Major Adverse Cardiovascular Event

description: Read codes for a clinical diagnosis of a major adverse cardiovascular event (defined as acute coronary syndrome - both myocardial infarction and unstable angina, left ventricular heart failure, stroke or transient ischemic attack).
DOI: 10.6084/m9.figshare.14531385
title: Rare and endangered plants in serpentine forest in Poland - data.

description: Phytosociological data to paper proposed to publication in Diversity journal coce
DOI: 10.17037/data.00002200
title: Therapy codelist - CPRD GOLD - Statins

description: Aurum therapy codes for statin treatments. Codelist developed by Helen Strongman.
DOI: 10.17037/data.00002199
title: Therapy codelist - CPRD Aurum - Statins

description: Aurum therapy codes for statin treatments.
DOI: 10.6084/m9.figshare.14531385.v3
title: Rare and endangered plants in serpentine forest in Poland - data. DOI: 10.6084/m9.figshare.14531385

description: Phytosociological data to paper proposed to publication in Diversity journal coce
DOI: 10.5286/isis.e.rb2010231
title: Inorganic Nanoparticles interacting with membrane models of lamellar and non-lamellar nature

description: Despite the efforts towards the design of inorganic nanoparticles (NP) for Nanomedicine, the poor understanding of their interaction with biological barriers limits translation into medical practice. Artificial cell-membrane models are useful to identify key determinants of NP cytotoxicity under controlled conditions. We recently performed Neutron Reflectometry experiment at ISIS (June 2019, OFFSPEC) to determine the structural effects of AuNPs' surface features and shape on model membranes of different geometry, i.e. cubic and lamellar lipid films. Here, we propose to complete the previous NR dataset and to extend it to NP of a different composition: this will represent one of the first attempt to study the impact of NP on non-lamellar membranes, as compared to lamellar ones. The results will contribute to the assessment of NP cytotoxicity and implementation of their medical potential.
DOI: 10.6084/m9.figshare.12342977
title: Assessing language development in Arabic: The Arabic language: Evaluation of function (ALEF)

description: Arabic is characterized by extensive dialectal variation, diglossia, and substantial morphological complexity. Arabic lacks comprehensive diagnostic tools that would allow for a systematic evaluation of its development, critical for the early identification of language difficulties in the spoken and written domains. To address this gap, we have developed an assessment battery called Arabic Language: Evaluation of Function (ALEF), aimed at children aged 3 to 11 years. ALEF consists of 17 subtests indexing different language domains, modalities, and associated skills and representational systems. We administered the ALEF battery to native Gulf Arabic-speaking children (<i>n =</i> 467; ages 2.5 to 10.92; 55% boys; 20 children in each 6-month age band) in Saudi Arabia in two data collection waves. Analyses examining the psychometric properties of the instrument indicated that after the removal of misfitting items, the ALEF subtests had reliability coefficients in the range from 0.78 to 0.98, and resulting subtest scores displayed a consistent profile of positive intercorrelations and age effects. Taken together, the results indicate that the ALEF battery has good psychometric properties, and can be used for the purpose of evaluating early language development in Gulf Arabic speaking children, pending further refinement of the test structure, examination of gender-related differential item functioning, and norming.
DOI: 10.6084/m9.figshare.12342977.v1
title: Assessing language development in Arabic: The Arabic language: Evaluation of function (ALEF)

description: Arabic is characterized by extensive dialectal variation, diglossia, and substantial morphological complexity. Arabic lacks comprehensive diagnostic tools that would allow for a systematic evaluation of its development, critical for the early identification of language difficulties in the spoken and written domains. To address this gap, we have developed an assessment battery called Arabic Language: Evaluation of Function (ALEF), aimed at children aged 3 to 11 years. ALEF consists of 17 subtests indexing different language domains, modalities, and associated skills and representational systems. We administered the ALEF battery to native Gulf Arabic-speaking children (<i>n =</i> 467; ages 2.5 to 10.92; 55% boys; 20 children in each 6-month age band) in Saudi Arabia in two data collection waves. Analyses examining the psychometric properties of the instrument indicated that after the removal of misfitting items, the ALEF subtests had reliability coefficients in the range from 0.78 to 0.98, and resulting subtest scores displayed a consistent profile of positive intercorrelations and age effects. Taken together, the results indicate that the ALEF battery has good psychometric properties, and can be used for the purpose of evaluating early language development in Gulf Arabic speaking children, pending further refinement of the test structure, examination of gender-related differential item functioning, and norming.
DOI: 10.25345/c52v48
title: MassIVE MSV000087364 - Metabolome Dynamics after Trikafta Administration in Cystic Fibrosis
title: We used untargeted metabolomics to determine the molecular dynamics associated with patients before and after being treated with TRIKAFTA
DOI: 10.25739/9vze-4143
title: efam

description: efam is an Expanded, metaproteome annotations-supported HMM profile database of viral protein families to aid the detection and characterization of viral sequences from any ecosystem.
DOI: 10.6084/m9.figshare.14541831
title: S6_Data_conjugation_results.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541828.v1
title: S1C_Data_Simulations_gene_flow.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541834.v1
title: SS2_Data_similarity_swapped_CLT.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541825
title: S4_Data_capsule_state_data_SS6.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541825.v1
title: S4_Data_capsule_state_data_SS6.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541837
title: S5_Data_CLT_specificity.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541828
title: S1C_Data_Simulations_gene_flow.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541834
title: SS2_Data_similarity_swapped_CLT.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541840
title: SS4A_Data_pseudogenes.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541846
title: SS4B_Data_repeats_capsule.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541837.v1
title: S5_Data_CLT_specificity.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541840.v1
title: SS4A_Data_pseudogenes.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541831.v1
title: S6_Data_conjugation_results.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541843.v1
title: SS4C_Data_alignment_identities.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541843
title: SS4C_Data_alignment_identities.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541846.v1
title: SS4B_Data_repeats_capsule.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541849.v1
title: SS5_wGRR_conj.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541804.v1
title: S1B_Data_annotated_pangenome.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541807
title: S1E_Data_wGRR_sugars_prophages.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541849
title: SS5_wGRR_conj.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541852
title: SS7_Data_MPF_distribution.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541804
title: S1B_Data_annotated_pangenome.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541810
title: S1D_Data_wGRR_prophages.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541813
title: S3C_Data_Evolved_clones_mutations.xlsx.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541852.v1
title: SS7_Data_MPF_distribution.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541807.v1
title: S1E_Data_wGRR_sugars_prophages.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541813.v1
title: S3C_Data_Evolved_clones_mutations.xlsx.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541816
title: S3A-B_Data_capsule_pseudogenes.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541816.v1
title: S3A-B_Data_capsule_pseudogenes.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541810.v1
title: S1D_Data_wGRR_prophages.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541819
title: S2A_Data_wGRR_Reference_CLT.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541819.v1
title: S2A_Data_wGRR_Reference_CLT.csv.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541822
title: S2C_Data_Recombination_tracts.fa.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.14541822.v1
title: S2C_Data_Recombination_tracts.fa.zip

description: Supplementary table associated with the figure
DOI: 10.6084/m9.figshare.12158886.v1
title: Geochronology, geochemistry, and Hf isotopic compositions of Triassic igneous rocks in the easternmost segment of the East Kunlun Orogenic Belt, NW China: implications for magmatism and tectonic evolution

description: The voluminous Triassic igneous rocks in the East Kunlun Orogenic Belt (EKOB) are important for investigations of the tectonic evolution of the Paleo-Tethys Ocean. This study focused on the geochronology and petrogenesis of igneous rocks in the Elashan area with the aim of constraining the regional tectonic evolution. The 238 Ma syenogranites are characterized by high SiO2 contents and marked depletions in Sr and Eu. We conclude that they are highly fractionated I-type granites derived from partial melting of Mesoproterozoic lower crust with significant fractional crystallization. Comparing with contemporaneous granites and mafic rocks, the 236 Ma quartz monzodiorites have moderate MgO (1.5–1.6 wt.%) and SiO2 (61.0–61.9 wt.%) contents and εHf(t) values (–1.2 to +1.9). They were probably generated by the mixing of Mesoproterozoic lower-crust-derived and enriched lithospheric mantle-derived melts. The 230 Ma appinites have high MgO contents (3.8–6.1 wt.%) and enriched Hf isotopic compositions, and were likely derived from partial melting of lithospheric mantle that had been metasomatized by subduction fluids. We infer that these rocks were emplaced in syn-collisional slab break-off and the later initial post-collisional extensional setting between the BayanHar-Songpan Ganze and East Kunlun terranes. The basement composition, magmatism, and tectonic evolution of the Elashan area are similar to those of the eastern EKOB.
DOI: 10.6084/m9.figshare.12158886
title: Geochronology, geochemistry, and Hf isotopic compositions of Triassic igneous rocks in the easternmost segment of the East Kunlun Orogenic Belt, NW China: implications for magmatism and tectonic evolution

description: The voluminous Triassic igneous rocks in the East Kunlun Orogenic Belt (EKOB) are important for investigations of the tectonic evolution of the Paleo-Tethys Ocean. This study focused on the geochronology and petrogenesis of igneous rocks in the Elashan area with the aim of constraining the regional tectonic evolution. The 238 Ma syenogranites are characterized by high SiO2 contents and marked depletions in Sr and Eu. We conclude that they are highly fractionated I-type granites derived from partial melting of Mesoproterozoic lower crust with significant fractional crystallization. Comparing with contemporaneous granites and mafic rocks, the 236 Ma quartz monzodiorites have moderate MgO (1.5–1.6 wt.%) and SiO2 (61.0–61.9 wt.%) contents and εHf(t) values (–1.2 to +1.9). They were probably generated by the mixing of Mesoproterozoic lower-crust-derived and enriched lithospheric mantle-derived melts. The 230 Ma appinites have high MgO contents (3.8–6.1 wt.%) and enriched Hf isotopic compositions, and were likely derived from partial melting of lithospheric mantle that had been metasomatized by subduction fluids. We infer that these rocks were emplaced in syn-collisional slab break-off and the later initial post-collisional extensional setting between the BayanHar-Songpan Ganze and East Kunlun terranes. The basement composition, magmatism, and tectonic evolution of the Elashan area are similar to those of the eastern EKOB.
DOI: 10.5281/zenodo.4739276
title: LocaRDS: A Localization Reference Data Set

description: Accompanying dataset to the LocaRDS paper. With this work, we attempt to improve the current state of the art in localization research and put it on a solid scientific grounding for the future. Concretely, LocaRDS is an open reference dataset of real-world crowdsourced flight data from the OpenSky Network featuring more than 222 million measurements from over 50 million transmissions recorded by 323 sensors. LocaRDS can be used to test, analyze and directly compare different localization techniques. It is intended to answer in particular the open question of the aircraft localization problem in crowdsourced sensor networks.
description: Set 1 was used in the Aircraft Localization Competition at https://www.aicrowd.com/challenges/cyd-campus-aircraft-localization-competition It has now been added after the end of the competition in March 2021.
description: {"references": ["https://arxiv.org/abs/2012.00116"]}
DOI: 10.5281/zenodo.4298998
title: LocaRDS: A Localization Reference Data Set

description: Accompanying dataset to the LocaRDS paper. With this work, we attempt to improve the current state of the art in localization research and put it on a solid scientific grounding for the future. Concretely, LocaRDS is an open reference dataset of real-world crowdsourced flight data from the OpenSky Network featuring more than 222 million measurements from over 50 million transmissions recorded by 323 sensors. LocaRDS can be used to test, analyze and directly compare different localization techniques. It is intended to answer in particular the open question of the aircraft localization problem in crowdsourced sensor networks.
description: Set 1 was used in the Aircraft Localization Competition at https://www.aicrowd.com/challenges/cyd-campus-aircraft-localization-competition It has now been added after the end of the competition in March 2021.
description: {"references": ["https://arxiv.org/abs/2012.00116"]}
DOI: 10.25739/g90s-8743
title: Xfam

description: Xfam is an eXpanded, metaproteome annotations-supported HMM profile database of viral protein families to aid the detection and characterization of viral sequences from any ecosystem.
DOI: 10.34740/kaggle/dsv/2197496
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.6084/m9.figshare.14347007
title: REF_SPECIES.csv

description: List of tree species and species code (SPCD) modeled with Forest Inventory and Analysis data.<br>Column 1: SPCD (numeric species code used by FIA program)Column 2: COMMON_NAME (Common name of tree species)Column 3: GENUS (generic epithet of tree species)Column 4: SPECIES (specific epithet of tree species)Column 5: VARIETYColumn 6: SUBSPECIES
DOI: 10.6084/m9.figshare.14347004
title: all_location_data_2.R

description: R data file containing all species and location (i.e., environmental data) needed for analyses.
DOI: 10.18419/darus-1418
title: Data for: "Towards Highly Conducting Bicarbazole Redoxpolymer Films with Plateau-like Conductivities"

description: The dataset for this publication explains conductivity dependency on doping levels achieved by chemical or electrochemical doping on crosslinkable Carbazole or Triarylamine units presenting Structure Property Relationships. Conductivities are measured via 4-point probe and electrochemical characterization is coupled with in-situ conductance and spectroscopy.
DOI: 10.18419/darus-1409
title: Data for: "High Conductivities of Disordered P3HT Films by an Electrochemical Doping Strategy"

description: The related publication to this dataset presents an electrochemical doping strategy for obtaining high solid-state conductivities of P3HT films. Conductivities are measured via 4-line probe and charged species are identified by in-situ and solid-state UV-vis-NIR and EPR spectroscopy.
DOI: 10.5281/zenodo.4739173
title: Memory-efficient emulation of physical tabular data using quadtree decomposition dataset

description: The datasets used for training and testing the quadtree emulator in the Memory-efficient emulation of physical tabular data using quadtree decomposition paper. The description of the datasets are as follows, training_data_den0.00625_temp0.00625.hdf5 : Training data for the quadtree emulator testing_data_den0.004166666666666667_temp0.004166666666666667.hdf5 : Testing data for quadtree emulator. testing_data_timmes_den0.004166666666666667_temp0.004166666666666667.hdf5 : Values obtained using Timmes's implementation at the testing points. The values in each dataset were computed from outputs from the EOS code hosted at https://github.com/jschwab/python-helmholtz.
DOI: 10.5281/zenodo.4739172
title: Memory-efficient emulation of physical tabular data using quadtree decomposition dataset

description: The datasets used for training and testing the quadtree emulator in the Memory-efficient emulation of physical tabular data using quadtree decomposition paper. The description of the datasets are as follows, training_data_den0.00625_temp0.00625.hdf5 : Training data for the quadtree emulator testing_data_den0.004166666666666667_temp0.004166666666666667.hdf5 : Testing data for quadtree emulator. testing_data_timmes_den0.004166666666666667_temp0.004166666666666667.hdf5 : Values obtained using Timmes's implementation at the testing points. The values in each dataset were computed from outputs from the EOS code hosted at https://github.com/jschwab/python-helmholtz.
DOI: 10.5281/zenodo.4739285
title: Dataset of the paper "An Empirical Characterization of Software Bugs in Open-Source Cyber-Physical Systems"

description: #Dataset of the paper "An Empirical Characterization of Software Bugs in Open-Source Cyber-Physical Systems"<br> Description of the content: <br> 1) "1_Issues-Data" folder contains all the main data concerning the issues collected from the 15 Projects considered in the study. <br> <br> - We report the issue data from the 15 projects organized with sub-folders for each Domain (containing the project issue relevant data):<br> - Robotics<br> - Machinery<br> - Drones<br> - Automotive<br> - Arduino 2) "2_RQ-CPS-bugs-Taxonomy" folder contains all the main experimental data concerning the issues sampled and analyzed from the 15 Projects considered in the study,<br> including row-data on the taxonomy validtion steps.<br> <br> - Under "the sub-folder "1_ Sampled-Issues":<br> - We report the sampled issues from the 15 projects organized with sub-folders for each Domain (containing the project issue relevant data):<br> - Robotics<br> - Machinery<br> - Drones<br> - Automotive<br> - Arduino<br> - Under "the sub-folder "2_Taxonomy-Raw-data" are reported the row-data concerning the taxonomy validtion steps 3) "3_Scripts" contains all scripts used to generate the issue data and sampled issue raw-data in the previous folders: <br> - "setup.md" file in the folder describes how to set=up and run the script used for collecting and sampling the issues for the validation steps:<br> <br> - runJSONtoCSV.sh<br> - JSONtoCSV.py<br> - generateListOfAllSamples.py<br> - generateAllSamples.r<br> <br> Under "the sub-folder "1_Scripts/1_Data_Collection":<br> <br> <br> 4) "4_Final Taxonomy" folder contains the final Table representation (also reported in the previous folder) and main figures of the CPSs Bugs Taxonomy.
DOI: 10.5517/ccdc.csd.cc27127m
title: CCDC 2056609: Experimental Crystal Structure Determination

description: Related Article: Matthew B. E. Griffiths, David Zanders, Michael A. Land, Jason D. Masuda, Anjana Devi, Seán T. Barry|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc2712ds
title: CCDC 2056614: Experimental Crystal Structure Determination

description: Related Article: Victor   B. Rybakov, Anton    V. Shchetinin, Yaroslav I. Koval, Eugene   V. Babaev|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc27135l
title: CCDC 2056638: Experimental Crystal Structure Determination

description: Related Article: Akachukwu D. Obi, Diane A. Dickie, Robert J. Gilliard, Jr.|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc271d7y
title: CCDC 2056919: Experimental Crystal Structure Determination

description: Related Article: wang qiang|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc271rmp
title: CCDC 2057272: Experimental Crystal Structure Determination

description: Related Article: Leandri Liebenberg|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc271rnq
title: CCDC 2057273: Experimental Crystal Structure Determination

description: Related Article: Leandri Liebenberg|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc271vms
title: CCDC 2057365: Experimental Crystal Structure Determination

description: Related Article: Takashi Kurogi, Kazuhiko Takai|2021|CSD Communication|||