cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/16126cfed23818206abe3c83bced1ea5
title: Plant species percent cover data: BioCON : Biodiversity, Elevated CO2, and N Enrichment

description: BioCON (Biodiversity, CO2, and Nitrogen) is an ecological experiment started in 1997 at the University of Minnesota's Cedar Creek Ecosystem Science Reserve. BioCON's goal is to explore the ways in which plant communities will respond to three environmental changes that are known to be occurring on a global scale: increasing nitrogen deposition, increasing atmospheric CO2, and decreasing biodiversity. Why Biodiversity, CO2, and Nitrogen? While there are many uncertainties in global change biology, there are also some well documented facts. Some of these are: 1. The amount of carbon dioxide (CO2) in the atmosphere is rising. Since the industrial revolution, the CO2 concentration in the atmosphere has increased from approximately 275 parts per million (ppm) to about 378 ppm today. This has been largely the result of fossil fuel burning. It is expected that CO2 levels will continue to rise, and that by the year 2050 these levels will be approximately 550 ppm. CO2 is the raw material for photosynthesis and is known to affect plant growth and development. 2. The amount of nitrogen moving through terrestrial ecosystems has increased in the recent past. While natural "background" levels of nitrogen fixation have remained constant, human additions to the system through fertilizer production and fossil fuel use have increased dramatically. Nitrogen is a key nutrient for plant growth and plays a critical role in plant community structure and composition in many environments. 3. Biodiversity levels are falling. While the research and data are not as complete as they are for CO2 and nitrogen, data indicate that the number of species globally, is being reduced. Perhaps more important for ecosystem function, diversity levels on local to regional scales have fallen due to land use change, biotic invasion and many other drivers. While much is known about how each of these factors affects ecosystem functioning, many questions remain. There is also little data on how these issues affect each other, and what emergent qualities may arise when systems are exposed to these changes simultaneously. BioCON seeks to address these issues with this multi-year study at Cedar Creek Ecosytem Science Preserve.
DOI: 10.17632/m59ymv7hsh.1
title: study

description: Does the integration of production and education promote college students' learning engagement? Based on the survey data of 968 economics and management students in 5 provinces in China
DOI: 10.6084/m9.figshare.26753641.v1
title: Additional file 6 of Revealing the clinical impact of MTOR and ARID2 gene mutations on MALT lymphoma of the alimentary canal using targeted sequencing

description: Supplementary Material 6
DOI: 10.17632/3fg8khy6dp.2
title: CatFISH-derived data on neuronal activity patterns in several brain structures considering reward memory in rat

description: The main file, reward-memory.csv, collects raw results of the experiment seeking differences between a novel and consolidated association of spatial cues and amphetamine administration, using an in-situ hybridisation method to track the short-term dynamics during the recall testing. 
The data covers 16 rats, 8 with recent and 8 with remote spatial-amphetamine association at the moment of data acquisition (Memory column).

CatFISH method applied here allowed us to capture brain activity at two time points corresponding to two entries into the experimental cage.
The activity is given for 14 brain structures: BLA – basolateral amygdala; CeA – central amygdala; LA – lateral amygdala; CA1 – hippocampus CA1; CA3 – hippocampus CA3; CPu – caudate putamen; DG – dentate gyrus; IL – infralimbic cortex; NAcc core – nucleus accumbens core; NAcc shell – nucleus accumbens shell; PrL – prelimbic cortex; RSA – agranular retrosplenial cortex; RSG – granular retrosplenial cortex; VTA – ventral tegmental area; and as 4 descriptors: any – fraction of nuclei active at any entry; 1st – fraction of nuclei active at the first entry; 1st exclusively – fraction of nuclei active at first entry but not at the second; 2nd – fraction of nuclei active at the second entry; 2nd exclusively – fraction of nuclei active at second entry but not at the first; both – fraction of nuclei active at both; co-localisation – coefficient of co-localisation, equal to both/(1st * 2nd).

Additionally, the data contains columns describing behavioural propensity towards the conditioned area of the experimental cage, Correct 1st and Correct 2nd.

The second file, suppressed-cea-bhv.csv, collects results of a supplementary experiment, following the same protocol as for remote recall, but using further 17 rats. In eight of them CeA was selectively suppressed during training with a chemogenetic modification, while the rest were left as controls. The data set contains the correctness scores obtained in the same way as in the main experiment, as well as the number of 50 kHz-band ultrasonic vocalisation episodes identified during training.
DOI: 10.15468/dl.ft5acv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.974241 -34.473547, 147.974241 -34.478038, 147.976487 -34.478038, 147.976487 -34.473547, 147.974241 -34.473547))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071474-240626123714530/datasets/export for details.
DOI: 10.17632/f3cd47rbhb.1
title: Sustainable Digital Government Transformation Dataset

description: We conducted a systematic literature review and bibliometric analysis on sustainable digital government transformation. Data collection was carried out at the end of 2023. Below is a list of the articles included in the review, as well as the keywords and occurrences resulting from the bibliometric analysis of the included articles.
DOI: 10.6084/m9.figshare.26750036.v1
title: Additional file 2 of The causal role between circulating immune cells and diabetic nephropathy: a bidirectional Mendelian randomization with mediating insights

description: Supplementary Material 2. Table S2: IVW results of the causal effect of DN on immune cells.
DOI: 10.6084/m9.figshare.26758180.v1
title: Additional file 1 of Competencies required to make use of Information Science and Technology among Japanese medical students: a cross-sectional study

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.26758186.v1
title: Additional file 3 of Competencies required to make use of Information Science and Technology among Japanese medical students: a cross-sectional study

description: Supplementary Material 3
DOI: 10.6084/m9.figshare.26750045
title: Additional file 5 of The causal role between circulating immune cells and diabetic nephropathy: a bidirectional Mendelian randomization with mediating insights

description: Supplementary Material 5. Table S5: Sensitivity analysis results of causal effects of immune cells on DN.
DOI: 10.6084/m9.figshare.26750048.v1
title: Additional file 6 of The causal role between circulating immune cells and diabetic nephropathy: a bidirectional Mendelian randomization with mediating insights

description: Supplementary Material 6. Table S6: The Results of two-step MR.
DOI: 10.15468/dl.mbruxq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.043861 -34.473547, 148.043861 -34.478038, 148.046107 -34.478038, 148.046107 -34.473547, 148.043861 -34.473547))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071475-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26751473.v1
title: Additional file 1 of Rumen and hindgut microbiome regulate average daily gain of preweaning Holstein heifer calves in different ways

description: Additional file 1: Table S1. Nutrient content of Starter and milk replacer (DM basis, %). Table S2. Composition of PYG medium. Table S3. Comparison of physiological parameters and rumen fermentation characteristics between LADG and HADG calves. Table S4. Summary of sequence data generated from rumen samples of 8 LADG and 8 HADG calves. Table S5. Wilcoxon rank sum test was used to compare the rumen microbial domain. Table S6. The relative abundances of the top 10 rumen bacterial phyla, genera and species between HADG and LADG calves. Table S7. The significant differences in rumen bacterial phyla, genera, and species between HADG and LADG calves. Table S8. The relative abundances of ruminal KEGG pathways between HADG and LADG calves. Table S9. Significantly different rumen metabolites between HADG and LADG calves. Table S10. ADG-associated metabolites in rumen. Table S11. Summary of sequence data generated from fecal samples of 8 LADG and 8 HADG calves. Table S12. Wilcoxon rank sum test was used to compare the fecal microbial domain. Table S13. The relative abundances of the top 10 feces bacterial phyla, genera and species between HADG and LADG calves. Table S14. The Significant differences in fecal bacterial genera and species between HADG and LADG calves. Table S15. Significantly different fecal metabolites between HADG and LADG calves. Table S16. ADG-associated metabolites in feces. Table S17. Significantly different plasma metabolites between HADG and LADG calves. Table S18. ADG-associated metabolites in plasme. Table S20. Differential metabolites due to by Acidaminococcus fermentans P41 fermentation.
DOI: 10.6084/m9.figshare.26753668
title: Additional file 5 of TaSPL6B, a member of the Squamosa promoter binding protein-like family, regulates shoot branching and florescence in Arabidopsis thaliana

description: Supplementary Material 5
DOI: 10.6084/m9.figshare.26753671.v1
title: Additional file 6 of TaSPL6B, a member of the Squamosa promoter binding protein-like family, regulates shoot branching and florescence in Arabidopsis thaliana

description: Supplementary Material 6
DOI: 10.6084/m9.figshare.26750009.v1
title: Additional file 3 of Extracellular vesicles released from microglia after palmitate exposure impact brain function

description: Supplementary Material 3
DOI: 10.17632/296576fp6h.1
title: Dataset S1 _ Monitoring correlates of SARS-CoV-2 infection in cell culture using two-photon calcium imaging

description: Raw two-photon microscopy images of Vero e6 cells infected with SARS-CoV-2 variants D614G and B.1.1.7 and stained by the calcium-sensitive dye BEEF-CP.
For further information see the original paper or the corresponding supporting information.
DOI: 10.15468/dl.yrm765
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.683914 -34.45558, 148.688405 -34.45558, 148.688405 -34.453334, 148.683914 -34.453334, 148.683914 -34.451089, 148.681668 -34.451089, 148.681668 -34.453334, 148.679422 -34.453334, 148.679422 -34.462318, 148.681668 -34.462318, 148.681668 -34.466809, 148.683914 -34.466809, 148.683914 -34.469055, 148.672685 -34.469055, 148.672685 -34.475792, 148.683914 -34.475792, 148.683914 -34.473547, 148.688405 -34.473547, 148.688405 -34.469055, 148.690651 -34.469055, 148.690651 -34.466809, 148.688405 -34.466809, 148.688405 -34.460072, 148.683914 -34.460072, 148.683914 -34.45558)), ((148.688405 -34.460072, 148.710863 -34.460072, 148.710863 -34.45558, 148.697388 -34.45558, 148.697388 -34.453334, 148.695143 -34.453334, 148.695143 -34.451089, 148.697388 -34.451089, 148.697388 -34.446597, 148.683914 -34.446597, 148.683914 -34.451089, 148.688405 -34.451089, 148.688405 -34.453334, 148.690651 -34.453334, 148.690651 -34.45558, 148.688405 -34.45558, 148.688405 -34.460072)), ((148.683914 -34.446597, 148.683914 -34.444351, 148.681668 -34.444351, 148.681668 -34.446597, 148.683914 -34.446597)), ((148.697388 -34.446597, 148.706372 -34.446597, 148.706372 -34.435368, 148.699634 -34.435368, 148.699634 -34.43986, 148.704126 -34.43986, 148.704126 -34.444351, 148.697388 -34.444351, 148.697388 -34.446597)), ((148.710863 -34.45558, 148.713109 -34.45558, 148.713109 -34.453334, 148.726584 -34.453334, 148.726584 -34.460072, 148.72883 -34.460072, 148.72883 -34.451089, 148.726584 -34.451089, 148.726584 -34.446597, 148.722092 -34.446597, 148.722092 -34.451089, 148.717601 -34.451089, 148.717601 -34.446597, 148.706372 -34.446597, 148.706372 -34.451089, 148.710863 -34.451089, 148.710863 -34.45558)), ((148.710863 -34.460072, 148.710863 -34.466809, 148.713109 -34.466809, 148.713109 -34.460072, 148.710863 -34.460072)), ((148.726584 -34.460072, 148.722092 -34.460072, 148.722092 -34.466809, 148.719846 -34.466809, 148.719846 -34.473547, 148.713109 -34.473547, 148.713109 -34.478038, 148.72883 -34.478038, 148.72883 -34.473547, 148.726584 -34.473547, 148.726584 -34.466809, 148.72883 -34.466809, 148.72883 -34.462318, 148.726584 -34.462318, 148.726584 -34.460072)))"
 ]
}

 The dataset includes 104 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071476-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qktak
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.388088 -34.475792, 147.388088 -34.478038, 147.394825 -34.478038, 147.394825 -34.475792, 147.388088 -34.475792))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071477-240626123714530/datasets/export for details.
DOI: 10.15468/dl.w2aeht
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((122.33147 -12.07107,157.66853 -12.07107,157.66853 2.07107,122.33147 2.07107,122.33147 -12.07107))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphenophryne cornuta Peters & Doria, 1878",
 "Year 2004-2024"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071478-240626123714530/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.26749982
title: Additional file 2 of Targeting SOX4/PCK2 signaling suppresses neuroendocrine trans-differentiation of castration-resistant prostate cancer

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.26750093.v1
title: Additional file 10 of PARK7/DJ-1 deficiency impairs microglial activation in response to LPS-induced inflammation

description: Supplementary Material 10.
DOI: 10.6084/m9.figshare.26753983
title: Additional file 1 of Novel loci linked to serum lipid traits are identified in a genome-wide association study of a highly admixed Brazilian population - the 2015 ISA Nutrition

description: Table S1. SNPs pruning for quality control of ancestry analysis of 681 uncorrelated individuals, 2015 ISA-Nutrition
DOI: 10.5281/zenodo.7995792
title: Fire frequency and time effects on fungal and bacterial communities and inferred functions in a brackish marsh.

description: Datasets including R code and .xlsx and .csv files of ESV data for bacterial and fungal communities in samples, processed into various forms for the various analyses performed.
DOI: 10.6084/m9.figshare.26750033.v1
title: Additional file 1 of The causal role between circulating immune cells and diabetic nephropathy: a bidirectional Mendelian randomization with mediating insights

description: Supplementary Material 1. Table S1: Causal effects of DN on immune cells.
DOI: 10.5281/zenodo.8205744
title: Prescribed fire regimes influence responses of fungal and bacterial communities on new litter substrates in a brackish tidal marsh

description: Datasets including R code and .csv files of ESV data for fungal and bacterial communities in samples.
DOI: 10.6084/m9.figshare.26750039
title: Additional file 3 of The causal role between circulating immune cells and diabetic nephropathy: a bidirectional Mendelian randomization with mediating insights

description: Supplementary Material 3. Table S3: Sensitivity analysis results of causal effects of DN on immune cells.
DOI: 10.6084/m9.figshare.26750048
title: Additional file 6 of The causal role between circulating immune cells and diabetic nephropathy: a bidirectional Mendelian randomization with mediating insights

description: Supplementary Material 6. Table S6: The Results of two-step MR.
DOI: 10.6084/m9.figshare.26750042.v1
title: Additional file 4 of The causal role between circulating immune cells and diabetic nephropathy: a bidirectional Mendelian randomization with mediating insights

description: Supplementary Material 4. Table S4: Results of the causal effect of immune cells on DN.
DOI: 10.15468/dl.jzpc7u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.684533 -34.475792, 147.684533 -34.478038, 147.686779 -34.478038, 147.686779 -34.475792, 147.684533 -34.475792))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071479-240626123714530/datasets/export for details.
DOI: 10.15468/dl.zsdq47
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron hatamense Becc."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071480-240626123714530/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.26754157
title: Additional file 1 of Retinal primary cilia and their dysfunction in retinal neurodegenerative diseases: beyond ciliopathies

description: Supplementary Material 1. Table S1. The list of retinal ciliopathies genes reported in literature.
DOI: 10.6084/m9.figshare.26750060
title: Additional file 1 of AcornHRD: an HRD algorithm highly associated with anthracycline-based neoadjuvant chemotherapy in breast cancer in China

description: Additional file 1.
DOI: 10.6084/m9.figshare.26758249.v1
title: Additional file 4 of Shaping the tripartite symbiosis: are termite microbiome functions directed by the environmentally acquired fungal cultivar?

description: Supplementary Material 4: Table S4. Remaining reads after filtering and de-hosting of the metagenomes.
DOI: 10.6084/m9.figshare.26758267
title: Additional file 10 of Shaping the tripartite symbiosis: are termite microbiome functions directed by the environmentally acquired fungal cultivar?

description: Supplementary Material 10: Table S10. Raw ddPCR data and metadata. Final unit used in analysis is 16 S rRNA copies per gut or 1 cm3 fungus comb sample.
DOI: 10.3886/e192292
title: Data and Code for: Experience-based Discrimination

description: I present and test a mechanism through which discrimination arises from individual experiences of employers with worker groups. I propose a model in which employers are initially uncertain about the productivity of one of two groups, for example a minority group, and learn through hiring. Learning is endogenous, because hiring experiences of an employer shape their subsequent decisions to hire from the group and therefore learn about its productivity. Positive experiences with the uncertain group lead to positive biases which correct themselves by leading employers to hire more from the group and learn more. In contrast, negative experiences decrease hiring and learning which preserves negative biases, leads to a negatively-skewed belief distribution about the group's productivity across employers, and can cause persistent discrimination in the form of a wage gap. The model explains apparent prejudice as "inaccurate" statistical discrimination and generates novel predictions and policy implications. I then illustrate the formation of biased beliefs from experience in an experimental labor market and find support for key model predictions.<br>
description: US adults<br>.
DOI: 10.6084/m9.figshare.26751868.v1
title: Additional file 3 of piscesCSM: prediction of anticancer synergistic drug combinations

description: Additional file 3.
DOI: 10.3886/e193089
title: Code for: "Idiosyncratic Income Risk and Aggregate Fluctuations"

description: We study the role of idiosyncratic income risk for aggregate fluctuations
within a simple heterogeneous households framework. We show that the
presence of idiosyncratic income shocks affects the economy's response to an
aggregate shock even in the absence of binding borrowing constraints and/or
cyclical income risk. Their impact can be captured by a
consumption-weighted average of the changes in consumption risk generated by an aggregate shock. We apply this framework to two example economies --an endowment
economy and a New Keynesian economy-- and show that under plausible
calibrations the impact of idiosyncratic income risk on aggregate
fluctuations is quantitatively small, since most of the changes in
consumption risk are concentrated among poorer (low consumption)
households.
DOI: 10.6084/m9.figshare.26750126
title: Additional file 3 of Deciphering the genetic landscape of enhanced poly-3-hydroxybutyrate production in Synechocystis sp. B12

description: Supplementary Material 3.
DOI: 10.5281/zenodo.13327076
title: RealKIE: Five Novel Datasets for Enterprise Key Information Extraction

description: These are datasets to acompany the paper "RealKIE: Five Novel Datasets for Enterprise Key Information Extraction"

We recommend following the instructions in our Github Repo https://github.com/IndicoDataSolutions/realkie to download from Wasabi. This copy on Zenodo is to increase accessibility and ensure that the data is available indefinitely.

Resource Contracts is in 7z format due to it's size. Others are in Zip format. The dataset formats are described in depth in our Paper and the Github Repo.
DOI: 10.5281/zenodo.13327077
title: RealKIE: Five Novel Datasets for Enterprise Key Information Extraction

description: These are datasets to acompany the paper "RealKIE: Five Novel Datasets for Enterprise Key Information Extraction"

We recommend following the instructions in our Github Repo https://github.com/IndicoDataSolutions/realkie to download from Wasabi. This copy on Zenodo is to increase accessibility and ensure that the data is available indefinitely.

Resource Contracts is in 7z format due to it's size. Others are in Zip format. The dataset formats are described in depth in our Paper and the Github Repo.
DOI: 10.6084/m9.figshare.26754409
title: Additional file 2 of Investigating the footprint of post-domestication dispersal on the diversity of modern European, African and Asian goats

description: Additional file 2: Table S1. List of European, African and Asian goat breeds of the Adaptmap data set and their heterozygosity (Ho and He) and FROH values. FROH values were calculated by Bertolini et al. (2018) for the set of AdaptMap goat populations. Breed code including breed name, subregions of provenance, observed heterozygosity (HO), expected heterozygosity (He) values, average fraction of the genome that contains ROH (FROH) and distance (km) from Ganj Dareh.
DOI: 10.6084/m9.figshare.26750003
title: Additional file 1 of Extracellular vesicles released from microglia after palmitate exposure impact brain function

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.26750012.v1
title: Additional file 4 of Extracellular vesicles released from microglia after palmitate exposure impact brain function

description: Supplementary Material 4