cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27851126
title: Golden opportunities? How marketing expectations drive purchase intentions of golden rice in Bangladesh and the Philippines

description: Golden Rice (GR), genetically modified (GM) rice enriched with provitamin A, holds promise to address micronutrient deficiencies in developing countries. However, its success hinges on market acceptance. This study investigates how the marketing aspects of GR influence consumers’ purchase intentions in Bangladesh and the Philippines. The Expectation Confirmation Theory (ECT) is employed to analyze the role of expectations regarding the marketing mix components (i.e. product, price, place, promotion), risk perceptions, performance expectations, and expected satisfaction on consumers’ purchase intentions. Data from online surveys in Bangladesh (<i>n</i> = 391) and the Philippines (<i>n</i> = 354), collected using convenience sampling, were analyzed using structural equation modeling. Findings reveal that positive expectations toward the marketing mix, performance, and satisfaction increase consumers’ purchase intention of GR, whereas risk perceptions have a negative influence. Additionally, it was found that expectations toward all four marketing mix components significantly affect purchase intention in Bangladesh. However, only product and promotion have a notable influence in the Philippines. These results emphasize the importance of effectively addressing consumers’ marketing expectations to help ensure a successful implementation. This study is novel as it delves into consumers’ purchase intentions for a GM biofortified crop and their expectations for different aspects of its future marketing (i.e. product, price, place, promotion), performance, and satisfaction. If GR is commercialized, future research should validate these expectations based on actual consumer experiences. Additionally, longitudinal studies could track changes in consumer expectations over time, identifying consistently valued marketing elements and offering a valuable technique for product development before launch.
DOI: 10.6084/m9.figshare.27851126.v1
title: Golden opportunities? How marketing expectations drive purchase intentions of golden rice in Bangladesh and the Philippines

description: Golden Rice (GR), genetically modified (GM) rice enriched with provitamin A, holds promise to address micronutrient deficiencies in developing countries. However, its success hinges on market acceptance. This study investigates how the marketing aspects of GR influence consumers’ purchase intentions in Bangladesh and the Philippines. The Expectation Confirmation Theory (ECT) is employed to analyze the role of expectations regarding the marketing mix components (i.e. product, price, place, promotion), risk perceptions, performance expectations, and expected satisfaction on consumers’ purchase intentions. Data from online surveys in Bangladesh (<i>n</i> = 391) and the Philippines (<i>n</i> = 354), collected using convenience sampling, were analyzed using structural equation modeling. Findings reveal that positive expectations toward the marketing mix, performance, and satisfaction increase consumers’ purchase intention of GR, whereas risk perceptions have a negative influence. Additionally, it was found that expectations toward all four marketing mix components significantly affect purchase intention in Bangladesh. However, only product and promotion have a notable influence in the Philippines. These results emphasize the importance of effectively addressing consumers’ marketing expectations to help ensure a successful implementation. This study is novel as it delves into consumers’ purchase intentions for a GM biofortified crop and their expectations for different aspects of its future marketing (i.e. product, price, place, promotion), performance, and satisfaction. If GR is commercialized, future research should validate these expectations based on actual consumer experiences. Additionally, longitudinal studies could track changes in consumer expectations over time, identifying consistently valued marketing elements and offering a valuable technique for product development before launch.
DOI: 10.6084/m9.figshare.27143968
title: Characterizing the impact of CPSF30 gene disruption on TuMV infection in <i>Arabidopsis thaliana</i>

description: CPSF30, a key polyadenylation factor, also serves as an m<sup>6</sup>A reader, playing a crucial role in determining RNA fate post-transcription. While its homologs mammals are known to be vital for viral replication and immune evasion, the full scope of CPSF30 in plant, particular in viral regulation, remains less explored. Our study demonstrates that CPSF30 significantly facilitates the infection of turnip mosaic virus (TuMV) in <i>Arabidopsis thaliana</i>, as evidenced by infection experiments on the engineered <i>cpsf30</i> mutant. Among the two isoforms, CPSF30-L, which were characterized with m<sup>6</sup>A binding activity, emerged as the primary isoform responding to TuMV infection. Analysis of m<sup>6</sup>A components revealed potential involvement of the m<sup>6</sup>A machinery in regulating TuMV infection. In contrast, CPSF30-S exhibited distinct subcellular localization, coalescing with P-body markers (AtDCP1 and AtDCP2) in cytoplasmic granules, suggesting divergent regulatory mechanisms between the isoforms. Furthermore, comprehensive mRNA-Seq and miRNA-Seq analysis of Col-0 and <i>cpsf30</i> mutants revealed global transcriptional reprogramming, highlighting CPSF30’s role in selectively modulating gene expression during TuMV infection. In conclusion, this research underscores CPSF30’s critical role in the TuMV lifecycle and sets the stage for further exploration of its function in plant viral regulation.
DOI: 10.6084/m9.figshare.27143968.v1
title: Characterizing the impact of CPSF30 gene disruption on TuMV infection in <i>Arabidopsis thaliana</i>

description: CPSF30, a key polyadenylation factor, also serves as an m<sup>6</sup>A reader, playing a crucial role in determining RNA fate post-transcription. While its homologs mammals are known to be vital for viral replication and immune evasion, the full scope of CPSF30 in plant, particular in viral regulation, remains less explored. Our study demonstrates that CPSF30 significantly facilitates the infection of turnip mosaic virus (TuMV) in <i>Arabidopsis thaliana</i>, as evidenced by infection experiments on the engineered <i>cpsf30</i> mutant. Among the two isoforms, CPSF30-L, which were characterized with m<sup>6</sup>A binding activity, emerged as the primary isoform responding to TuMV infection. Analysis of m<sup>6</sup>A components revealed potential involvement of the m<sup>6</sup>A machinery in regulating TuMV infection. In contrast, CPSF30-S exhibited distinct subcellular localization, coalescing with P-body markers (AtDCP1 and AtDCP2) in cytoplasmic granules, suggesting divergent regulatory mechanisms between the isoforms. Furthermore, comprehensive mRNA-Seq and miRNA-Seq analysis of Col-0 and <i>cpsf30</i> mutants revealed global transcriptional reprogramming, highlighting CPSF30’s role in selectively modulating gene expression during TuMV infection. In conclusion, this research underscores CPSF30’s critical role in the TuMV lifecycle and sets the stage for further exploration of its function in plant viral regulation.
DOI: 10.6084/m9.figshare.25612056
title: Impacts of AlaAT3 transgenic poplar on rhizosphere soil chemical properties, enzyme activity, bacterial community, and metabolites under two nitrogen conditions

description: Poplar stands as one of the primary afforestation trees globally. We successfully generated transgenic poplar trees characterized by enhanced biomass under identical nutrient conditions, through the overexpression of the pivotal nitrogen assimilation gene, pxAlaAT3. An environmental risk assessment was conducted for investigate the potential changes in rhizosphere soil associated with these overexpressing lines (OL). The results show that acid phosphatase activity was significantly altered under ammonium in OL compared to the wild-type control (WT), and a similar difference was observed for protease under nitrate. 16SrDNA sequencing indicated no significant divergence in rhizosphere soil microbial community diversity between WT and OL. Metabolomics analysis revealed that the OL caused minimal alterations in the metabolites of the rhizosphere soil, posing no potential harm to the environment. With these findings in mind, we anticipate that overexpressed plants will not adversely impact the surrounding soil environment.
DOI: 10.6084/m9.figshare.25612056.v1
title: Impacts of AlaAT3 transgenic poplar on rhizosphere soil chemical properties, enzyme activity, bacterial community, and metabolites under two nitrogen conditions

description: Poplar stands as one of the primary afforestation trees globally. We successfully generated transgenic poplar trees characterized by enhanced biomass under identical nutrient conditions, through the overexpression of the pivotal nitrogen assimilation gene, pxAlaAT3. An environmental risk assessment was conducted for investigate the potential changes in rhizosphere soil associated with these overexpressing lines (OL). The results show that acid phosphatase activity was significantly altered under ammonium in OL compared to the wild-type control (WT), and a similar difference was observed for protease under nitrate. 16SrDNA sequencing indicated no significant divergence in rhizosphere soil microbial community diversity between WT and OL. Metabolomics analysis revealed that the OL caused minimal alterations in the metabolites of the rhizosphere soil, posing no potential harm to the environment. With these findings in mind, we anticipate that overexpressed plants will not adversely impact the surrounding soil environment.
DOI: 10.15468/dl.swze86
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alloposidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036874-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14502221
title: IMPROVING NEEDLE STRENGTH IN NONWOVEN NEEDLE PUNCHING MACHINES
DOI: 10.5281/zenodo.14502222
title: IMPROVING NEEDLE STRENGTH IN NONWOVEN NEEDLE PUNCHING MACHINES
DOI: 10.15468/dl.qnmvcy
title: Occurrence Download

description: A dataset containing 24717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Phasianus colchicus Linnaeus, 1758",
 "Year is less than 2020",
 "Country is United States of America",
 "StateProvince is Montana",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Machine Observation, Observation, Occurrence evidence)"
 ]
}

 The dataset includes 24717 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036875-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjgfgq
title: Occurrence Download

description: A dataset containing 1055300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1055300 records from 671 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036865-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4ptzw
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Majidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 459 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036876-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14502087
title: Global Atlas of marginal snowpack probability

description: Probability of a snowpack season to be qualified as marginal in the current climate (M_snowpack_world_yearly.tif), for a +1ºC temperature increase (M_snowpack_world_1_yearly.tif) and the change (dM_snowpack_world_1_yearly.tif). The equivalent product are provided for ephemeral snowpack (E) and seasonal snowpack (S). The snowpack type definition is provided in López-Moreno et al. (2024).

QGIS style are provided for the main rasters.

 

López-Moreno, J. I., Callow, N., McGowan, H., Webb, R., Schwartz, A., Bilish, S., ... & Alonso-González, E. (2024). Marginal snowpacks: The basis for a global definition and existing research needs. Earth-Science Reviews, 104751.
DOI: 10.5281/zenodo.14502088
title: Global Atlas of marginal snowpack probability

description: Probability of a snowpack season to be qualified as marginal in the current climate (M_snowpack_world_yearly.tif), for a +1ºC temperature increase (M_snowpack_world_1_yearly.tif) and the change (dM_snowpack_world_1_yearly.tif). The equivalent product are provided for ephemeral snowpack (E) and seasonal snowpack (S). The snowpack type definition is provided in López-Moreno et al. (2024).

QGIS style are provided for the main rasters.

 

López-Moreno, J. I., Callow, N., McGowan, H., Webb, R., Schwartz, A., Bilish, S., ... & Alonso-González, E. (2024). Marginal snowpacks: The basis for a global definition and existing research needs. Earth-Science Reviews, 104751.
DOI: 10.13026/09ng-2614
title: MIMIC-IV-Ext-GPT-3_5-Generated-Discharge-Summaries-for-Low-Resource-Codes

description: This dataset comprises 9,606 Synthetic Discharge Summaries generated by
GPT-3.5 based on combinations of ICD-10-code descriptions associated with real
discharge summaries in MIMIC-IV. As part of the generation process, GPT-3.5
was also tasked to code the discharge summaries (presented in square brackets
in the Discharge sections) and predict a patient discharge status of 'DEAD' or
'ALIVE'.

Each generated discharge summary is presented with the following data - a list
of ICD-10-CM and ICD-10-PCS codes upon which the prompt was based, the textual
descriptions of said ICD-10-CM and ICD-10-PCS codes which are used in the
prompt, the prompt itself, the raw output (including the predicted ICD-10
codes assigned to descriptions). We further provide the processed version of
these discharge summaries we used in our augmentation experiments.
DOI: 10.13026/bnc2-1a81
title: MIMIC-IV-Ext-GPT-3_5-Generated-Discharge-Summaries-for-Low-Resource-Codes

description: This dataset comprises 9,606 Synthetic Discharge Summaries generated by
GPT-3.5 based on combinations of ICD-10-code descriptions associated with real
discharge summaries in MIMIC-IV. As part of the generation process, GPT-3.5
was also tasked to code the discharge summaries (presented in square brackets
in the Discharge sections) and predict a patient discharge status of 'DEAD' or
'ALIVE'.

Each generated discharge summary is presented with the following data - a list
of ICD-10-CM and ICD-10-PCS codes upon which the prompt was based, the textual
descriptions of said ICD-10-CM and ICD-10-PCS codes which are used in the
prompt, the prompt itself, the raw output (including the predicted ICD-10
codes assigned to descriptions). We further provide the processed version of
these discharge summaries we used in our augmentation experiments.
DOI: 10.6084/m9.figshare.27174252
title: data, R code and other files

description: Data and code available for the paper.
DOI: 10.6084/m9.figshare.27174252.v2
title: data, R code and other files

description: Data and code available for the paper.
DOI: 10.5281/zenodo.14502234
title: SOME TYPES OF EXERCISES FOR USING RUSSIAN REFLEXIVE VERBS IN THE SPEECH OF UZBEK GROUPS WITH WEAK LANGUAGE PREPARATION
DOI: 10.5281/zenodo.14502235
title: SOME TYPES OF EXERCISES FOR USING RUSSIAN REFLEXIVE VERBS IN THE SPEECH OF UZBEK GROUPS WITH WEAK LANGUAGE PREPARATION
DOI: 10.6084/m9.figshare.c.3305517_d212.v1
title: LM2_GEFGAP_siGENOME (Data Record 1).xlsx

description: Raw data for the siGENOME RhoGEF and RhoGAP RNAi screen on LM2 cells.
DOI: 10.6084/m9.figshare.c.3305517_d214.v1
title: MDA-MB-231_siGENOME_GEFGGAP screen (Data Record 3).xlsx

description: Raw data for the siGENOME RhoGEF and RhoGAP RNAi screen on MDA-MB-231 cells
DOI: 10.15468/dl.hzdnba
title: Occurrence Download

description: A dataset containing 1468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophiuridae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1468 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036877-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.c.3291368_d4.v1
title: Social driving factors for Chinese population 1949 to 2013

description: Social
pull-push factors mainly fall into six categories: food, traffic, education,
technology, health and medical conditions and human living conditions.
Indicators of total grain product (Million tons), number of health agencies
(units), number of beds in health care agencies (1000 beds), length of railways
(10000 km), length of highways (10000 km), length of navigable inland waterways
(10000 km), number of regular primary schools (units), number of higher
education institutions (units), number of patent applications (units), per
capita annual income of urban households (yuan), per capita annual income of
rural households  (yuan), Engel's
coefficient of urban households (-), Engel's coefficient of rural households(-).Time
serial data from 1949 to 2013 of whole China and all the provinces are
included. All of data were collected from the <i>China Statistical Yearbook</i> from 1981 to 2014 and China Compendium of
Statistics from 1949 to 2008.<br><br>These data are not intended for demarcation. <br>
DOI: 10.6084/m9.figshare.c.3291368_d5.v1
title: Economic driving factors for Chinese population 1949 to 2013

description: The
economic factors present in this dataset include data items of gross domestic
product (GDP) (100 million), per-capita GDP (yuan/people), primary industry
(100 million), secondary industry (100 million), tertiary industry (100
million) and total investment in fixed assets (100 million). Time serial data
from 1949 to 2013 of whole China and all the provinces are included. All of
data were collected from the <i>China
Statistical Yearbook</i> from 1981 to 2014 and China Compendium of Statistics
from 1949 to 2008.<br><br>These data are not intended for demarcation. <br>
DOI: 10.6084/m9.figshare.c.3291368_d3.v1
title: Metadata document for spatiotemporal dataset on Chinese population distribution and its driving factors from 1949 to 2013

description: Metadata document for datasets included in this data collection. <br>
DOI: 10.6084/m9.figshare.c.3305517_d211
title: Sample images for human RhoGEF:RhoGAP RNAi screens in triple negative breast cancer.zip

description: Sample images for human RhoGEF/RhoGAP siGENOME and ONTARGETPlus siRNA screens on highly metastatic triple negative breast cancer cell line LM2, and its less metastatic parental cell line MDA-MB-231. Images shown are for genes which enrich for a particular shape or YAP/TAZ localisation/levels. Overlay of α -tubulin, polymerized F-actin, YAP and TAZ, and Hoechst stains. YAP/TAZ stain in red.
DOI: 10.6084/m9.figshare.c.3305517_d211.v1
title: Sample images for human RhoGEF:RhoGAP RNAi screens in triple negative breast cancer.zip

description: Sample images for human RhoGEF/RhoGAP siGENOME and ONTARGETPlus siRNA screens on highly metastatic triple negative breast cancer cell line LM2, and its less metastatic parental cell line MDA-MB-231. Images shown are for genes which enrich for a particular shape or YAP/TAZ localisation/levels. Overlay of α -tubulin, polymerized F-actin, YAP and TAZ, and Hoechst stains. YAP/TAZ stain in red.
DOI: 10.6084/m9.figshare.c.3258022_d4
title: Post Exercise.zip

description: 5 post-exercise recovery trials in total from 5 participants.

Chest surface motion is of significant importance as it contains information of respiratory and cardiac systems along with the complex coupling between these two systems. It is not only critical in radiotherapy, but also useful in personalized health systems for continuous cardiorespiratory monitoring. In this dataset, a multimodal setup is employed to simultaneously acquire cardiorespiratory signals. These signals include high-density trunk surface motion (from 16 distinct locations) with VICON motion capture, nasal breathing from thermal sensor, respiratory effort from strain belt and electrocardiogram in lead-II configuration. This dataset can not only be used for evaluating prediction algorithms for radiotherapy applications, but also can be employed for developing techniques to evaluate the cardiomechanics and hemodynamic parameters from chest surface motion in wearable/home monitoring applications.
DOI: 10.6084/m9.figshare.c.3258022_d1
title: Breath Hold.zip

description: 11 breath-hold (apnea maneuver) trials in total from 10 subjects. Each trial has multiple breath-hold attempts and their starting and ending locations in the trials are provided in s_pos and e_pos variables respectively.

Chest surface motion is of significant importance as it contains information of respiratory and cardiac systems along with the complex coupling between these two systems. It is not only critical in radiotherapy, but also useful in personalized health systems for continuous cardiorespiratory monitoring. In this dataset, a multimodal setup is employed to simultaneously acquire cardiorespiratory signals. These signals include high-density trunk surface motion (from 16 distinct locations) with VICON motion capture, nasal breathing from thermal sensor, respiratory effort from strain belt and electrocardiogram in lead-II configuration. This dataset can not only be used for evaluating prediction algorithms for radiotherapy applications, but also can be employed for developing techniques to evaluate the cardiomechanics and hemodynamic parameters from chest surface motion in wearable/home monitoring applications.
DOI: 10.6084/m9.figshare.c.3258022_d3
title: Irregular Breathing.zip

description: 5 trials of irregular breathing in total from 5 participants.

Chest surface motion is of significant importance as it contains information of respiratory and cardiac systems along with the complex coupling between these two systems. It is not only critical in radiotherapy, but also useful in personalized health systems for continuous cardiorespiratory monitoring. In this dataset, a multimodal setup is employed to simultaneously acquire cardiorespiratory signals. These signals include high-density trunk surface motion (from 16 distinct locations) with VICON motion capture, nasal breathing from thermal sensor, respiratory effort from strain belt and electrocardiogram in lead-II configuration. This dataset can not only be used for evaluating prediction algorithms for radiotherapy applications, but also can be employed for developing techniques to evaluate the cardiomechanics and hemodynamic parameters from chest surface motion in wearable/home monitoring applications.
DOI: 10.6084/m9.figshare.c.2342581_d1.v1
title: Data Citation 1 - DLS,NTA,DMA.xlsx

description: Size measurements of Rice Dwarf Virus (RDV) in the liquid and gas phase.
DOI: 10.6084/m9.figshare.c.2342581_d1.v2
title: Size measurements of Rice Dwarf Virus (RDV) in the liquid and gas phase

description: Size measurements of Rice Dwarf Virus (RDV) in the liquid and gas phase.