cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6fc357zrbj
title: The mycorrhizal colonization by Funneliformis mosseae preferentially improves drought stress tolerance in roots of sensitive parental maize inbreed plants: phenomics and metabolomic pathway analysis

description: This dataset reports genes related to the NGS pathway analysis of the following project.
It reports genes belonging to the brassinosteroid, auxin, jasmonic acid, pre-replication complex, IAA, flowering and photosynthetic pathways, which are background data for enrichment analysis.

Background
Drought is a major constraint for maize cultivation, while arbuscular mycorrhizal fungi
(AMF) may alleviate its negative impact in a genotype-dependent manner. Here, we
cultivated plants from two inbred lines (drought-tolerant K1, drought-sensitive K2) and their
hybrids (KH) with or without Funneliformis mosseae colonization under well-watered and
drought conditions, for integrating phenotyping, biomass parameters and transcriptomic data.
Results
KH plants exhibited moderate mid-parent heterosis (MPH) in biomass under optimal water,
which was increased under drought stress but decreased with AMF colonization. In roots,
drought strongly elevated MPH (291%), which was reduced by colonization (80.5%). K1
plants showed moderate drought tolerance, while K2 plants were highly sensitive, yet AMF
induced a remarkable 15-fold root expansion in K2 plants under drought. KH plants tolerated
drought but responded little to colonization, whereas AMF stimulated ear formation in K1
plants.
Transcriptomic analysis revealed genotype-specific reprogramming that paralleled these
phenotypes. In K1 plants, drought and AMF stabilized the expression of photosynthetic
genes (PSI, PSII, LHCb, Calvin-cycle), correlating with biomass maintenance, and activated
CYP450 71A1 and CONSTANS-like 3, consistent with auxin metabolism and flowering
stimulation. In K2 plants, strong repression of photosynthesis genes and induction of indole-
3-acetaldehyde oxidase, auxin-binding protein 1, coronatine-insensitive 1 and tasselseed-2
reflected its drought sensitivity, hormone-driven root plasticity, and altered reproductive
development under AMF. In KH plants, selective reprogramming of expression of
photosynthetic genes, including ~12-fold induction RbcX gene, simultaneous activation of 13
heterosis-related genes, coincided with biomass stability, heterosis, and consistent flowering,
with only limited AMF modulation of hormonal pathways.
Conclusion
Our findings demonstrate that AMF enhances drought resilience in a genotype-dependent
manner, linking phenotypic responses with transcriptomic regulation of photosynthesis,
hormone signaling, and flowering. AMF primarily improved root plasticity and hormone-
dependent stress adaptation in the drought-sensitive K2 plants, stabilized photosynthesis and
reproductive development in tolerant K1 plants, while the KH hybrid plants the AMF
colonization combined biomass stability with distinct transcriptional adjustments. These
results provide insight into how AMF contributes to maize performance under water
limitation and highlight the importance of genotype-specific interactions.
DOI: 10.17632/6fc357zrbj.1
title: The mycorrhizal colonization by Funneliformis mosseae preferentially improves drought stress tolerance in roots of sensitive parental maize inbreed plants: phenomics and metabolomic pathway analysis

description: This dataset reports genes related to the NGS pathway analysis of the following project.
It reports genes belonging to the brassinosteroid, auxin, jasmonic acid, pre-replication complex, IAA, flowering and photosynthetic pathways, which are background data for enrichment analysis.

Background
Drought is a major constraint for maize cultivation, while arbuscular mycorrhizal fungi
(AMF) may alleviate its negative impact in a genotype-dependent manner. Here, we
cultivated plants from two inbred lines (drought-tolerant K1, drought-sensitive K2) and their
hybrids (KH) with or without Funneliformis mosseae colonization under well-watered and
drought conditions, for integrating phenotyping, biomass parameters and transcriptomic data.
Results
KH plants exhibited moderate mid-parent heterosis (MPH) in biomass under optimal water,
which was increased under drought stress but decreased with AMF colonization. In roots,
drought strongly elevated MPH (291%), which was reduced by colonization (80.5%). K1
plants showed moderate drought tolerance, while K2 plants were highly sensitive, yet AMF
induced a remarkable 15-fold root expansion in K2 plants under drought. KH plants tolerated
drought but responded little to colonization, whereas AMF stimulated ear formation in K1
plants.
Transcriptomic analysis revealed genotype-specific reprogramming that paralleled these
phenotypes. In K1 plants, drought and AMF stabilized the expression of photosynthetic
genes (PSI, PSII, LHCb, Calvin-cycle), correlating with biomass maintenance, and activated
CYP450 71A1 and CONSTANS-like 3, consistent with auxin metabolism and flowering
stimulation. In K2 plants, strong repression of photosynthesis genes and induction of indole-
3-acetaldehyde oxidase, auxin-binding protein 1, coronatine-insensitive 1 and tasselseed-2
reflected its drought sensitivity, hormone-driven root plasticity, and altered reproductive
development under AMF. In KH plants, selective reprogramming of expression of
photosynthetic genes, including ~12-fold induction RbcX gene, simultaneous activation of 13
heterosis-related genes, coincided with biomass stability, heterosis, and consistent flowering,
with only limited AMF modulation of hormonal pathways.
Conclusion
Our findings demonstrate that AMF enhances drought resilience in a genotype-dependent
manner, linking phenotypic responses with transcriptomic regulation of photosynthesis,
hormone signaling, and flowering. AMF primarily improved root plasticity and hormone-
dependent stress adaptation in the drought-sensitive K2 plants, stabilized photosynthesis and
reproductive development in tolerant K1 plants, while the KH hybrid plants the AMF
colonization combined biomass stability with distinct transcriptional adjustments. These
results provide insight into how AMF contributes to maize performance under water
limitation and highlight the importance of genotype-specific interactions.
DOI: 10.17632/hyvhyw3xxw
title: Contagios_COVID_Python

description: Una empresa tecnológica de análisis de datos, solicita como proyecto analizar un gran volumen de datos correspondiente a los contagios de covid-19 en Colombia.
Esta información ha sido organizada dentro de un archivo con extensión ‘.CSV’ el cual contiene 9960 casos de COVID en Colombia. Usted debe procesar y extraer datos del sexo de las personas con mayor número de contagios.
DOI: 10.17632/hyvhyw3xxw.3
title: Contagios_COVID_Python

description: Una empresa tecnológica de análisis de datos, solicita como proyecto analizar un gran volumen de datos correspondiente a los contagios de covid-19 en Colombia.
Esta información ha sido organizada dentro de un archivo con extensión ‘.CSV’ el cual contiene 9960 casos de COVID en Colombia. Usted debe procesar y extraer datos del sexo de las personas con mayor número de contagios.
DOI: 10.17632/sj5m75pj22
title: MPMEs2

description: The database is an integral part of the article "DIGITAL STRATEGY AND ITS MEDIATING ROLE BETWEEN DIGITALIZATION, INNOVATION, AND FINANCIAL PERFORMANCE," submitted to the REGEPE journal in June 2025. The database includes the following variables:
basic digitalization (DIG_A)
advanced digitalization (DIG_B)
digital strategy (EST)
innovation (INOV)
financial performance (RF)
The research sample consists of 703 MSMEs operating in the 27 states of the Federative Republic of Brazil. The largest portion of the companies surveyed is located in the states of São Paulo, Belo Horizonte, Rio Grande do Sul, and Santa Catarina, which together account for 83% of the companies participating in the survey. The sampling was non-probabilistic due to the impossibility of applying the randomization process due to the lack of a registry of Brazilian MSMEs. However, this type of sampling has the advantages of greater control over sample composition, efficiency due to direct selection, and greater flexibility in adapting the sample to the specific needs of the research (Etikan, Musa & Alkassim, 2016). A quantitative survey-type questionnaire was administered to managers or owners of the MSMEs to obtain data on their technological capacity, innovation capacity, performance, and use of advanced technologies. The questionnaire consists of structured questions based on a five-point Likert scale. Data collection was carried out online using a link provided by FAEDPYME from February to May 2022. The items that make up the questionnaire were proposed by FAEDPYME and endorsed by research groups in Brazil, with minor adjustments made, mainly in relation to the equivalence of the National Registry of Economic Activities (CNAE 2.0) in Brazil and Europe.
DOI: 10.17632/sj5m75pj22.3
title: MPMEs2

description: The database is an integral part of the article "DIGITAL STRATEGY AND ITS MEDIATING ROLE BETWEEN DIGITALIZATION, INNOVATION, AND FINANCIAL PERFORMANCE," submitted to the REGEPE journal in June 2025. The database includes the following variables:
basic digitalization (DIG_A)
advanced digitalization (DIG_B)
digital strategy (EST)
innovation (INOV)
financial performance (RF)
The research sample consists of 703 MSMEs operating in the 27 states of the Federative Republic of Brazil. The largest portion of the companies surveyed is located in the states of São Paulo, Belo Horizonte, Rio Grande do Sul, and Santa Catarina, which together account for 83% of the companies participating in the survey. The sampling was non-probabilistic due to the impossibility of applying the randomization process due to the lack of a registry of Brazilian MSMEs. However, this type of sampling has the advantages of greater control over sample composition, efficiency due to direct selection, and greater flexibility in adapting the sample to the specific needs of the research (Etikan, Musa & Alkassim, 2016). A quantitative survey-type questionnaire was administered to managers or owners of the MSMEs to obtain data on their technological capacity, innovation capacity, performance, and use of advanced technologies. The questionnaire consists of structured questions based on a five-point Likert scale. Data collection was carried out online using a link provided by FAEDPYME from February to May 2022. The items that make up the questionnaire were proposed by FAEDPYME and endorsed by research groups in Brazil, with minor adjustments made, mainly in relation to the equivalence of the National Registry of Economic Activities (CNAE 2.0) in Brazil and Europe.
DOI: 10.17632/wd7798wrgk
title: Data for : Castex et al. (2025) Genetic characterization of the bat and human lineages of the common bed bug (Cimex lectularius) at a local scale, Parasitology

description: Datasets and code used for the analyses of Castex C, Perrin A, Clément L, Perréaz P, Goudet J, Christe P (2025) Genetic characterization of the bat and human lineages of the common bed bug (Cimex lectularius) at a local scale. Parasitology 152, 510–521. https://doi.org/10.1017/S0031182025000575.
DOI: 10.17632/wd7798wrgk.1
title: Data for : Castex et al. (2025) Genetic characterization of the bat and human lineages of the common bed bug (Cimex lectularius) at a local scale, Parasitology

description: Datasets and code used for the analyses of Castex C, Perrin A, Clément L, Perréaz P, Goudet J, Christe P (2025) Genetic characterization of the bat and human lineages of the common bed bug (Cimex lectularius) at a local scale. Parasitology 152, 510–521. https://doi.org/10.1017/S0031182025000575.
DOI: 10.17632/6cn4wrdp49
title: Scheme, Software and Data of an Open Source Datalogger for Marine Seismology and Acoustics

description: Here some file from an open source datalogger created for marine seismology and Acoustic named GEOCARD.
These files are some design files for the hardware (KiCAD), sources code programming the microcontroller (software from STMCubeIDE), and some data from an Ocean Bottom Seismometer (OBS) tested near the island of Martinique in the Caribbean Sea at a depth of 1,200 meters.
DOI: 10.17632/6cn4wrdp49.1
title: Scheme, Software and Data of an Open Source Datalogger for Marine Seismology and Acoustics

description: Here some file from an open source datalogger created for marine seismology and Acoustic named GEOCARD.
These files are some design files for the hardware (KiCAD), sources code programming the microcontroller (software from STMCubeIDE), and some data from an Ocean Bottom Seismometer (OBS) tested near the island of Martinique in the Caribbean Sea at a depth of 1,200 meters.
DOI: 10.17632/82k8g6y3hf
title: Multi-cellular phenotypic dynamics during the progression of an immunocompetent breast cancer model

description: Input data files and scripts to reproduce the analysis. To run the analysis, download all the files into a single directory, unzip all the zip files, and check the README.txt file.
DOI: 10.17632/82k8g6y3hf.1
title: Multi-cellular phenotypic dynamics during the progression of an immunocompetent breast cancer model

description: Input data files and scripts to reproduce the analysis. To run the analysis, download all the files into a single directory, unzip all the zip files, and check the README.txt file.
DOI: 10.17632/v4gnzb42ky
title: Improving Disciplinary Literacy Through Reading Interventions: A Systematic Literature Review

description: This study presents a systematic literature review of disciplinary literacy (DL) interventions across educational levels, from primary school to university. With growing recognition of the importance of discipline-specific literacy in learning, the review identifies instructional strategies, empirical measures, and student outcomes associated with DL. A PRISMA-guided database search yielded 39 studies that met inclusion criteria. Findings show that interventions mainly target reading, writing, and reasoning skills, with strategies differing by school level: younger students benefit from scaffolded and multimodal approaches, while older students employ self-regulated and metacognitive strategies. Cognitive, linguistic, and sociocultural perspectives inform DL’s theoretical framing, but no shared operational definition exists for assessment. The review highlights gaps in rigorous empirical studies, especially randomized controlled trials, and the lack of standardized tools to evaluate DL across disciplines. Evidence suggests positive effects on academic writing, historical reasoning, and disciplinary knowledge, though design limitations and diverse assessment methods weaken overall conclusions. The findings underscore the value of discipline-specific literacy instruction for fostering critical thinking and knowledge construction and call for further research to refine DL implementation and assessment. Appendix A is a detailed chart of included studies; appendix B shows effectiveness' results from the included studies; appendix C shows a detailed list of DL skills and related measures ; appendix D shows a detailed chart of the quality of evidence assessment.
DOI: 10.17632/v4gnzb42ky.1
title: Improving Disciplinary Literacy Through Reading Interventions: A Systematic Literature Review

description: This study presents a systematic literature review of disciplinary literacy (DL) interventions across educational levels, from primary school to university. With growing recognition of the importance of discipline-specific literacy in learning, the review identifies instructional strategies, empirical measures, and student outcomes associated with DL. A PRISMA-guided database search yielded 39 studies that met inclusion criteria. Findings show that interventions mainly target reading, writing, and reasoning skills, with strategies differing by school level: younger students benefit from scaffolded and multimodal approaches, while older students employ self-regulated and metacognitive strategies. Cognitive, linguistic, and sociocultural perspectives inform DL’s theoretical framing, but no shared operational definition exists for assessment. The review highlights gaps in rigorous empirical studies, especially randomized controlled trials, and the lack of standardized tools to evaluate DL across disciplines. Evidence suggests positive effects on academic writing, historical reasoning, and disciplinary knowledge, though design limitations and diverse assessment methods weaken overall conclusions. The findings underscore the value of discipline-specific literacy instruction for fostering critical thinking and knowledge construction and call for further research to refine DL implementation and assessment. Appendix A is a detailed chart of included studies; appendix B shows effectiveness' results from the included studies; appendix C shows a detailed list of DL skills and related measures ; appendix D shows a detailed chart of the quality of evidence assessment.
DOI: 10.5281/zenodo.17234981
title: Supplementary File 1:Genomic Diversification and Tailocin-Mediated Competition in Animal-Associated Xenorhabdus Bacteria

description: Raw data for genome analyses and Xenorhabdus bovienii killing inhibition assays matrices underpinning a study on Intraspecific bacterial competition mediated by rapidly diversifying tailocin loci in animal-associated Xenorhabdus bacteria
DOI: 10.5281/zenodo.17235410
title: Application of the SOCIEMOVE project codebook to data from the E+VE-SFI higher-education VE

description: The SOCIEMOVE project codebook, an instrument based on the frameworks by López Mondéjar and Tomás Pastor (2017), and Zhou and Ee (2012), developed to assess socio-emotional skills in Virtual Exchange was applied to data from the E+VE-SFI higher-education VE.
DOI: 10.5281/zenodo.17235411
title: Application of the SOCIEMOVE project codebook to data from the E+VE-SFI higher-education VE

description: The SOCIEMOVE project codebook, an instrument based on the frameworks by López Mondéjar and Tomás Pastor (2017), and Zhou and Ee (2012), developed to assess socio-emotional skills in Virtual Exchange was applied to data from the E+VE-SFI higher-education VE.
DOI: 10.17632/6mrdvhwp6f
title: Acceptability and appropriateness of “Undetectable=Untransmittable” messages targeting HIV mixed-status couples in Malawi

description: Qualitative data on optimising communication package for Undetectable=Untransmittable 'U=U' targeting HIV mixed-status couples in Malawi
DOI: 10.17632/6mrdvhwp6f.1
title: Acceptability and appropriateness of “Undetectable=Untransmittable” messages targeting HIV mixed-status couples in Malawi

description: Qualitative data on optimising communication package for Undetectable=Untransmittable 'U=U' targeting HIV mixed-status couples in Malawi
DOI: 10.17632/rn2h8y8354
title: LUNG FUNCTION CHANGES IN HEALTHY AND ALLERGIC ENDURANCE ATHLETES

description: Data that led to the writing of two papers (S2.1 - LUNG FUNCTION CHANGES WITH SWIM TRAINING IN HEALTHY AND ALLERGIC ENDURANCE ATHLETES, and S2.2 - BODY POSITION AND IMMERSION ASSOCIATE WITH LUNG FUNCTION DIFFERENTLY IN HEALTHY AND ALLERGIC ENDURANCE ATHLETES)

Data of the first paper uses the percentage of GLI reference values and z-scores to perform independent samples tests
Data of the second paper uses the raw data to perform tests across different moments
DOI: 10.17632/rn2h8y8354.2
title: LUNG FUNCTION CHANGES IN HEALTHY AND ALLERGIC ENDURANCE ATHLETES

description: Data that led to the writing of two papers (S2.1 - LUNG FUNCTION CHANGES WITH SWIM TRAINING IN HEALTHY AND ALLERGIC ENDURANCE ATHLETES, and S2.2 - BODY POSITION AND IMMERSION ASSOCIATE WITH LUNG FUNCTION DIFFERENTLY IN HEALTHY AND ALLERGIC ENDURANCE ATHLETES)

Data of the first paper uses the percentage of GLI reference values and z-scores to perform independent samples tests
Data of the second paper uses the raw data to perform tests across different moments
DOI: 10.17632/m8c7fr7zvv
title: DOE ARM MOSAiC Campaign Model Simulations using EAMv2

description: The dataset in this repository contains the results of the EAMv2 simulation for the DOE ARM MOSAiC field campaigns. These results were used to compare with MOSAiC shipborne remote sensing observations in the Singh et al. (2025) paper entitled "Investigation of Arctic Cloud Properties and Surface Radiation based on MOSAiC Shipborne Observations". 

EAMv2_MOSAiC.zip: This folder contains EAMv2 simulation results for the MOSAiC campaign between 2019-10 and 2020-09. It contains 72 vertical levels and monthly average values of model grid points that are nearest to the ship locations. All of the model variables used in the analysis of Singh et al. (2025), such as shortwave and longwave surface radiation, are included in this dataset. 

EAMv2_MOSAiC_70N.zip: This folder contains EAMv2 simulation results for the MOSAiC campaign between 2019-10 and 2020-09. It contains 72 vertical levels and monthly average values of model grid points that are between 70N and 90N, and all longitudes. All of the model variables used in the analysis of Singh et al. (2025), such as shortwave and longwave surface radiation, are included in this dataset.
DOI: 10.17632/m8c7fr7zvv.1
title: DOE ARM MOSAiC Campaign Model Simulations using EAMv2

description: The dataset in this repository contains the results of the EAMv2 simulation for the DOE ARM MOSAiC field campaigns. These results were used to compare with MOSAiC shipborne remote sensing observations in the Singh et al. (2025) paper entitled "Investigation of Arctic Cloud Properties and Surface Radiation based on MOSAiC Shipborne Observations". 

EAMv2_MOSAiC.zip: This folder contains EAMv2 simulation results for the MOSAiC campaign between 2019-10 and 2020-09. It contains 72 vertical levels and monthly average values of model grid points that are nearest to the ship locations. All of the model variables used in the analysis of Singh et al. (2025), such as shortwave and longwave surface radiation, are included in this dataset. 

EAMv2_MOSAiC_70N.zip: This folder contains EAMv2 simulation results for the MOSAiC campaign between 2019-10 and 2020-09. It contains 72 vertical levels and monthly average values of model grid points that are between 70N and 90N, and all longitudes. All of the model variables used in the analysis of Singh et al. (2025), such as shortwave and longwave surface radiation, are included in this dataset.