cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/fv5n79z2wj
title: Joint optimization of classified pricing and seat allocation for high speed rail networks

description: This data set is provided to support the findings of the original research "Pricing strategy by category for joint optimization of pricing and seat allocation problem in high-speed rail networks (面向票价票额综合优化的高铁客票分类定价策略)" which extends the method proposed in the original research"Joint optimization of pricing and seat allocation with multistage and discriminatory strategies in high-speed rail networks". We appreciate the Institute of Computing Technology of China Academy of Railway Sciences Corporation Limited that provided data access.
DOI: 10.17632/j4v6k348y9
title: LINF_270015200

description: phosphatidylinositol (3-5) kinase | PI3K
Leishmania infantum (strain JPCM5)
DOI: 10.17632/6vzbptg2pp
title: Nutrient concentrations in the Japan Sea

description: Nutrient concentration in the middle layer of the southwestern Japan Sea over five years from 2013 to 2017.
DOI: 10.48597/4xuy-xx66
title: Measurement of Ozone at Villeneuve d'Ascq

description: Measurement of Ozone at Villeneuve d'Ascq
DOI: 10.48597/8q2p-y2z4
title: Measurement of Ozone at La Coulonche

description: Measurement of Ozone at La Coulonche
DOI: 10.17632/h5bcxh2zvd
title: LINF_340025200

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/r8k33jnr8w
title: Execution time of double-precision and high-precision SYR implementations on Intel Core i5-7500 and NVIDIA Turing RTX 2080

description: This dataset contains the execution time for symmetric rank-one update kernels (SYR, BLAS Level 2) implemented using existing double-precision linear algebra software as well as multiple-precision libraries for CPU and GPU. Each raw file provided contains the results of three test runs in milliseconds. For each test run, the SYR kernel was repeated ten times, the total execution time of ten iterations was measured, and then the average was calculated. The complete source code for the tests can be found at https://github.com/kisupov/mpres-blas.

Common experiment settings:
• Dense, random, 5000-by-5000 symmetric matrix;
• Only the upper triangular part of the matrix was used;
• Measurements are in milliseconds;
• Arithmetic precision from 106 to 424 bits.

Experimental environment:
• Intel Core i5 7500 processor;
• 32GB of DDR4 system memory;
• NVIDIA Turing RTX 2080 GPU (2944 CUDA Cores, Compute Capability 7.5, 8GB of GDDR6 memory);
• Ubuntu 20.04.5 LTS;
• NVIDIA Driver V455.32.00;
• CUDA Toolkit V11.1.

The following SYR implementations are evaluated:
• OpenBLAS (OpenMP, 53 bits) – double-precision implementation for CPU using OpenBLAS (https://github.com/xianyi/OpenBLAS);
• Custom double on CPU (OpenMP, 53 bits) – custom double-precision parallel (OpenMP) implementation;
• MPFR (OpenMP) – multiple-precision parallel implementation using the GNU MPFR Library for CPU (https://www.mpfr.org/);
• cuBLAS (53 bits) – double-precision implementation for CUDA using the NVIDIA Basic Linear Algebra Subroutines library (https://docs.nvidia.com/cuda/cublas/index.html);
• Custom double on GPU (53 bits) – custom double-precision CUDA implementation;
• MPRES-BLAS – multiple-precision CUDA implementation using MPRES-BLAS library (https://github.com/kisupov/mpres-blas);
• CAMPARY – multiple-precision CUDA implementation using CAMPARY library (https://homepages.laas.fr/mmjoldes/campary/).
DOI: 10.48597/2tcv-rw2h
title: Measurement of Greenhouse gases (other halogenated), additional halogenated compunds and VOC (hydrocarbons) at TMNT09 Vielsalm

description: Measurement of Greenhouse gases (other halogenated), additional halogenated compunds and VOC (hydrocarbons) at TMNT09 Vielsalm
DOI: 10.48597/33v4-mk7k
title: Measurement of VOC (volatile organic compounds) and PAHs (polycyclic aromatic hydrocarbons, 16) at La Coulonche

description: Measurement of VOC (volatile organic compounds) and PAHs (polycyclic aromatic hydrocarbons, 16) at La Coulonche
DOI: 10.17632/9ywk43yf8r
title: Biliary Atresia

description: Dataset for IgM CMV Research
DOI: 10.17632/jgvxn8bw77
title: Data: Step propagation controls pore shape evolution when mineral walls dissolve under saturation gradients

description: Data of the results obtained in the paper "Step propagation controls pore shape evolution when mineral walls dissolve under saturation gradients". The data set follows the figures shown in the paper.
DOI: 10.17632/mht3mbdvjh
title: the impact of class numeric stregth on quality of radiography education in nigeria

description: the raw data collected using a questionnaire for the impact of class numeric strength on the quality of radiography education in nigeria
DOI: 10.48597/3se8-bxhr
title: Measurement of VOC (volatile organic compounds) and PAHs (polycyclic aromatic hydrocarbons, 16) at Ispra

description: Measurement of VOC (volatile organic compounds) and PAHs (polycyclic aromatic hydrocarbons, 16) at Ispra
DOI: 10.17632/6npzd925mv
title: LINF_250030800

description: pumilio protein 8 | PUF8
Leishmania infantum (strain JPCM5)
DOI: 10.17632/85j4zm68dc
title: Data for: Generation and expulsion process of the Chang 7 oil shale in the Ordos Basin based on temperature-based semi-open pyrolysis: Implications for in-situ conversion process
DOI: 10.17632/fcrmmjmrjy
title: Pla2g12b

description: Raw data to accompany "Pla2g12b is Essential for Expansion of Nascent Lipoprotein Particles".
DOI: 10.17632/ywfkd494md
title: Data of medicinal plants used to treat small ruminants diseases in Benin

description: The data presented in this database are related to ethnoveterinary medicine practices on traditional small ruminants farms in Benin (West Africa). They focus on the medicinal plants used and the socioeconomic and environmental factors that influence the level of ethnoveterinary knowledge on these farms. Table 1 provided a complete list of the 101 medicinal plants inventoried, their family, vernacular names, frequency of citation and the Cultural Importance Index (CI). In the other hand, details were provided in Table 2 on recipes used per disease category and how the recipes were prepared, the part of the plant to be used, the route of administration of the recipes, the clinical signs and their vernacular names. Gender, ethnicity, agro-ecological zone and flocks size were the socioeconomic and environmental factors that significantly influenced the level of ethnoveterinary knowledge. Researchers in ethnopharmacology can use the list of inventoried plants to assess the biological activity of less investigated plants and identify the active compounds.
DOI: 10.48597/4727-ugcj
title: Measurement of VOC (volatile organic compounds) and naphthalene at Mace Head

description: Measurement of VOC (volatile organic compounds) and naphthalene at Mace Head
DOI: 10.48597/5kjm-nxam
title: Measurement of VOC (volatile organic compounds) and PAHs (polycyclic aromatic hydrocarbons, 16) at Mace Head

description: Measurement of VOC (volatile organic compounds) and PAHs (polycyclic aromatic hydrocarbons, 16) at Mace Head
DOI: 10.17632/hhkt76b36b
title: Geochemical data for CL6

description: Recently, the redox sensitive behaviour and associated isotope fractionations of molybdenum in various marine geological environments has received much attention, but the characteristics of δ98Mo in cold-seep system are still not fully understood. Therefore, we conducted a series of geochemical analyses including Mo isotopes on the sediment samples (CL6) obtained from the “Haima” cold-seep deposit area in the South China Sea. The results show that the 373–403cm in CL6 is obviously affected by methane seepage with a light δ98Mo signature. Comprehensive analysis shows that sulfidic dissolution of Fe and Mn (oxy)hydroxides is the fundamental reason for this phenomenon. This not only deepens our understanding of Mo geochemical cycles, but also reminds us to be more rigorous when using δ98Mo for paleo-redox environment reconstruction.
DOI: 10.17632/swdtnp9knr
title: Detection of relatedness in chemical alarm cues by a selfing vertebrate depends on population and the life stage producing the alarm cue

description: Aquatic prey have impressive abilities to extract information from a variety of chemical cues. For example, they can use the alarm cues released by wounded individuals during a predator attack to learn about predation risk, and they can also distinguish kin from non-kin individuals during interactions. However, it remains unclear whether animals can combine this information on predation risk with kin recognition of the particular individuals under threat. To examine how the relatedness of the individuals in alarm cue affects behaviour we used the self-fertilizing hermaphroditic mangrove rivulus (Kryptolebias marmoratus), in which lineages produce genetically identical offspring through selfing. We explored this in two populations that differ in their level of outcrossing. We measured activity before and after exposure to alarm cue made from individuals (either adults or embryos) from their own lineage or an unrelated lineage from the same population. Fish responded weakly to embryo alarm cues, but tended to reduce their activity more when the alarm cues were from an unrelated lineage compared to alarm cues from their own lineage, particularly in fish from the outcrossing population. In contrast, there was no effect of cue relatedness on the response to adult alarm cues but there was a strong population effect. Specifically, individuals from the outcrossing population tended to react more strongly to alarm cues compared to individuals from the predominantly selfing population. We discuss the potential roles of the major histocompatibility complex in cue detection, differences between adult vs embryo alarm cues in terms of concentration and information, and underlying differences among populations and genetic lineages in their production and detection of chemical cues. Whether this kin recognition offers adaptive benefits or is simply a consequence of being able to detect relatedness in living individuals would be an exciting area for future research.
DOI: 10.17632/t5jw47psr5
title: Herault flood record

description: Herault flood record over the past two millennia from magnetic susceptibility data (200 BCE to 1800 CE) and documentary sources (1800-2000 CE)
DOI: 10.48597/8pjn-ggpy
title: Measurement of VOC (volatile organic compounds) and PAHs (polycyclic aromatic hydrocarbons, 16) at Villeneuve d'Ascq

description: Measurement of VOC (volatile organic compounds) and PAHs (polycyclic aromatic hydrocarbons, 16) at Villeneuve d'Ascq
DOI: 10.17632/d4bvcf5n5k
title: Application of coupling Machine learning techniques and linear bias scaling for optimizing streamflow simulations, Swat River basin, Pakistan

description: Dataset is associated with recent research addressing streamflow prediction using machine learning. It basically consists of three types of variables, climate variables (training sets), simulations(results), and flow variables (target). More details are provided in the file.
DOI: 10.48597/5mq6-awyr
title: Measurement of OC/EC at Madrid (CIEMAT)

description: Measurement of OC/EC at Madrid (CIEMAT)
DOI: 10.48597/9btv-r72m
title: Measurement of OC/EC at Marseille Longchamp

description: Measurement of OC/EC at Marseille Longchamp
DOI: 10.17632/m87hhsssmc
title: LINF_320029700

description: Hypothetical protein - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/rs277w58rg
title: Nigella

description: Supplementary data 1.zip: assembled transcriptomes used in this study.
Supplementary data 2.zip: the VCF files containing variants calls.
DOI: 10.48597/7r35-72xq
title: Measurement of Main greenhouse gases and carbon_monoxide at Donon

description: Measurement of Main greenhouse gases and carbon_monoxide at Donon
DOI: 10.48597/8d5s-umuy
title: Measurement of OC/EC at Peyrusse Vieille

description: Measurement of OC/EC at Peyrusse Vieille
DOI: 10.17632/57fgn984z7
title: A Crow's Tale-Dreams and Fantasies

description: This is a revised, updated and expanded version from the first dataset. This version contains additional photographs, Haiku about the crow, proverbs and interesting facts.
The research information came from various books on symbols, mythology, and Haiku. The photographs were made with an artificial intelligence generator and enhanced with photoshop after I planned the concept for the photograph. The idea was to take a symbolic or mythological fact attributed to the common crow and create an interesting photograph about the crow.
DOI: 10.17632/twyzxhgv6v
title: Diriba Data

description: its used for new researcher of astronomy and astrophysics who study about galaxy properties
DOI: 10.48597/2uwf-h5dq
title: Measurement of Inorganics in air and particle phase, methanesulfonic_acid and organic tracers at TMNT09 Vielsalm

description: Measurement of Inorganics in air and particle phase, methanesulfonic_acid and organic tracers at TMNT09 Vielsalm
DOI: 10.48597/8qtn-nh63
title: Measurement of Inorganics in air and particle phase and ozone at Bilbao, María Díaz de Haro

description: Measurement of Inorganics in air and particle phase and ozone at Bilbao, María Díaz de Haro
DOI: 10.17632/hcfy8d3hvf
title: Data for: Gas-phase ozonolysis of trans-2-hexenal: Kinetics, products, mechanism and SOA formation

description: Raw data for the kinetics Raw data for the reaction products and SOA mass/number size distributions
DOI: 10.17632/jrrwbc4cx6
title: Random Block Nonparametric Disaggregation Model

description: Model & Data for RB-NPD model
DOI: 10.17632/py3tkrkrgn
title: Annex 5. Glossari.

description: Glossari.
DOI: 10.17632/t2ns8fykwh
title: Effect of root canal irrigants on dentin growth factor release: a systematic review and meta-analyses - Supplementary files - Complete quality assessment and tables S1 and S2

description: Here are supplemental materials from the article titled "Effect of root canal irrigants on dentin growth factor release: a systematic review and meta-analyses"
DOI: 10.17632/tfy8hc938c
title: Facilitators and Barriers to Physical Distancing and Lockdown at Neighborhood-level During COVID-19

description: It is a research paper to explore the environmental features at the neighborhood level which support or thwart social distancing and lockdown in the neighborhoods of Iran based on the perspective of the general population. We surveyed the general population’s perspectives because they permanently interact with their living environment and are aware of the environmental challenges that arose in combating Covid-19. Our results were categorized into three themes: 1-Protective Factors, 2-Deficiency Factors, and 3-Risk Factors. Consequently, we proposed some suggestions to get achieve pandemic-responsive neighborhoods. This manuscript addressed not only the Covid-19 challenges but also any airborne epidemics that outbreak in recent decades.
DOI: 10.17632/z42fcnkdyz
title: LDHU3_17.0100

description: ADP-ribosylation factor-like protein 1 | ARL-1; Leishmania donovani (HU3 strain)
DOI: 10.17632/zbsgf9wfzp
title: The causal effect of rosacea on the risk of carcinomas: A two-sample Mendelian randomization study

description: Chronic inflammation has been shown to play a role in the development and progression of certain types of cancer. Rosacea is indeed a long-term inflammatory skin condition characterized by inflammation and immune dysfunction. Recent observational studies have suggested a potential link between rosacea and an increased risk of several malignancies, including cutaneous malignant melanoma (CMM) ,cutaneous squamous cell carcinoma (cSCC), basal cell carcinoma (BCC), actinic keratosis (AK), thyroid cancer, breast cancer, glioma and hepatic cancer . But Erica M. et al.'s paper in your journal suggested that rosacea history may be a protective factor against the development of facial BCC . Those prior studies raised concerns among dermatologists and rosacea patients, prompting further investigation.
Observational studies, while informative, are susceptible to the influence of confounding factors and cannot establish causal inference. Mendelian randomization (MR) analysis has emerged as a method for deducing causal relationships between exposure and outcome by utilizing genetic variation as an instrumental variable (IV). This approach helps to circumvent the influence of confounders and reduces the likelihood of reverse causality, making it a promising method for assessing causality between diseases.
In this study, we conducted a bidirectional MR study to assess the causal effects of rosacea on CMM, cSCC, BCC, AK, thyroid cancer, breast cancer, glioma and hepatic cancer.
DOI: 10.48597/37hr-22rv
title: Measurement of Inorganics in air and particle phase, methanesulfonic_acid and organic tracers at Paris Chatelet

description: Measurement of Inorganics in air and particle phase, methanesulfonic_acid and organic tracers at Paris Chatelet
DOI: 10.17632/v9b2zsvrxm
title: LINF_270015000

description: hypothetical protein
Leishmania infantum (strain JPCM5)
DOI: 10.48597/85jb-ntf9
title: Measurement of Inorganics in air and particle phase, methanesulfonic_acid and organic tracers at Monte Cimone

description: Measurement of Inorganics in air and particle phase, methanesulfonic_acid and organic tracers at Monte Cimone
DOI: 10.48597/9qab-y9mm
title: Measurement of Inorganics in air and particle phase, methanesulfonic_acid and organic tracers at Grenoble Frenes

description: Measurement of Inorganics in air and particle phase, methanesulfonic_acid and organic tracers at Grenoble Frenes
DOI: 10.17632/93676239r7
title: LDHU3_12.0100

description: Protein of unknown function - conserved; Leishmania donovani (HU3 strain)
DOI: 10.48597/3858-wgzh
title: Measurement of VOC (volatile organic compounds) at Hyytiälä

description: Measurement of VOC (volatile organic compounds) at Hyytiälä
DOI: 10.17632/6spjzdwpnz
title: LEXICAL RICHNESS_MULTIMODALITIES_ENG ACHIEVEMENT SCORES

description: The spreadsheet has data showing the relationship of lexical richness measures of students to different multimodal texts and English achievement scores.
DOI: 10.17632/9hksh8srdh
title: Execution time of double-precision and high-precision SYRk implementations on Intel Core i5-7500 and NVIDIA Turing RTX 2080

description: This dataset contains the execution time for symmetric rank-k update kernels (SYRk, BLAS Level 3) implemented using existing double-precision linear algebra software as well as multiple-precision libraries for CPU and GPU. The operation is  C = α * op(A) * op(A^T) + β * C, where α and β are scalars, C is a symmetric matrix, A is a general matrix, and op(A) is one of op(A) = A or op(A) = A^T. Here op(A) is N-by-K. Each raw file provided contains the results of three test runs in milliseconds. The complete source code for the tests can be found at https://github.com/kisupov/mpres-blas.

Common experiment settings:
• Dense, random, 1000-by-1000 matrices A and C;
• Only the upper triangular part of matrix C was used;
• Random scalars α and β;
• Measurements are in milliseconds;
• Arithmetic precision from 106 to 424 bits.

Test cases considered:
• Non transposed: op(A) = A, op(A^T) = A^T;
• Transposed: op(A) = A^T, op(A^T) = A.

Experimental environment:
• Intel Core i5 7500 processor;
• 32GB of DDR4 system memory;
• NVIDIA Turing RTX 2080 GPU (2944 CUDA Cores, Compute Capability 7.5, 8GB of GDDR6 memory);
• Ubuntu 20.04.5 LTS;
• NVIDIA Driver V455.32.00;
• CUDA Toolkit V11.1.

The following SYRk implementations are evaluated:
• OpenBLAS (OpenMP, 53 bits) – double-precision implementation for CPU using OpenBLAS (https://github.com/xianyi/OpenBLAS);
• Custom double on CPU (OpenMP, 53 bits) – custom double-precision parallel (OpenMP) implementation;
• MPFR (OpenMP) – multiple-precision parallel implementation using the GNU MPFR Library for CPU (https://www.mpfr.org/);
• cuBLAS (53 bits) – double-precision implementation for CUDA using the NVIDIA Basic Linear Algebra Subroutines library (https://docs.nvidia.com/cuda/cublas/index.html);
• Custom double on GPU (53 bits) – custom double-precision CUDA implementation;
• MPRES-BLAS – multiple-precision CUDA implementation using MPRES-BLAS library (https://github.com/kisupov/mpres-blas);
• CAMPARY – multiple-precision CUDA implementation using CAMPARY library (https://homepages.laas.fr/mmjoldes/campary/).
DOI: 10.48597/2b3c-vy4m
title: Measurement of VOC (OVOCs) at Chilbolton Observatory

description: Measurement of VOC (OVOCs) at Chilbolton Observatory
DOI: 10.48597/qdsr-2wmu
title: VOC (OVOCs) at Chilbolton Observatory

description: Measurement of VOC (OVOCs) at Chilbolton Observatory
DOI: 10.48597/rg3n-kqbu
title: Measurement of VOC (OVOCs) at Chilbolton Observatory

description: Measurement of VOC (OVOCs) at Chilbolton Observatory
DOI: 10.48597/rv44-3ay9
title: Measurement of VOC (volatile organic compounds) and methyl_acetate at Montseny

description: Measurement of VOC (volatile organic compounds) and methyl_acetate at Montseny
DOI: 10.17632/k6gmwfytj2
title: The role of firm resources in environmental regulation: Evidence from the emission trading system in South Korea

description: This dataset includes codes and data to make results of empirical analysis in the paper "How firm resources affect responses to environmental regulation: Evidence from Korean manufacturing firms under an emission trading system".
DOI: 10.48597/2krg-gqbh
title: Measurement of VOC (volatile organic compounds) at TMNT09 Vielsalm

description: Measurement of VOC (volatile organic compounds) at TMNT09 Vielsalm
DOI: 10.48597/3rx6-pavr
title: VOC (volatile organic compounds) at TMNT09 Vielsalm

description: Measurement of VOC (volatile organic compounds) at TMNT09 Vielsalm
DOI: 10.48597/7w7z-rh66
title: Measurement of VOC (volatile organic compounds) at TMNT09 Vielsalm

description: Measurement of VOC (volatile organic compounds) at TMNT09 Vielsalm
DOI: 10.17632/3ty6mnp2ph
title: Dados estatísticos das amostras de LST e NDVI

description: Dados das análises estatísticas relacionadas as variáveis LST e NDVI na área de influência urbana de Joinville. Este banco de dados contém informações relativas aos valores de pixels das imagens utilizadas em meu trabalho de conclusão de curso, que incluem resultados das amostras de temperatura de superfície terrestre (Land Surface Temperature) (LST) e do Índice de Vegetação por Diferença Normalizada (Normalized Difference Vegetation Index) (NDVI). Nesta base de dados é possível verificar a correlação linear entre as variáveis e estimar, com base nas amostras, valores de LST na perspectiva dos valores de NDVI. A base contém um arquivo .xlsx com dados das análises estatísticas de ambas as datas e dois arquivos .csv para utilização nos arquivos notebook .ipynb com o código utilizado em python para produção do gráfico de dispersão.
DOI: 10.17632/4jfnngc6xt
title: mRNA vaccination of naive and COVID-19 recovered individuals elicits potent memory B cells that recognize  SARS-CoV-2 variants. Sokal et al.

description: Supplementary tables