cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7890406
title: MUSES Fractional Vegetation Coverage (FVC) Monthly Global 500m SIN Grid in 2008

description: The MUltiscale Satellite remotE Sensing (MUSES) product suite includes products with different spatial and temporal resolutions for parameters such as Normalized Difference Vegetation Index (NDVI), Near-Infrared Reflectance of Vegetation (NIRv), Leaf Area Index (LAI), Fraction of Absorbed Photosynthetically Active Radiation (FAPAR), Fractional Vegetation Coverage (FVC), Gross Primary Production (GPP), Net Primary Production (NPP). For more information about the MUSES products, please refer to this website (https://muses.bnu.edu.cn/). This dataset is the MUSES global FVC product at 500 m spatial resolution and monthly temporal resolution. The MUSES FVC product is provided on a Sinusoidal grid and spans from 2000 to 2019 (continuously updated). It was generated from the MUSES LAI product at 500 m resolution and other ancillary information using the complement to unity of the transmittance of light through the entire canopy in the nadir viewing direction (Xiao <em>et al</em>., 2016). The MUSES FVC values are physically consistent with the corresponding MUSES LAI values. The MUSES FVC product is spatially complete and temporally continuous. This dataset is the MUSES FVC product in 2008. <em>Please <strong>click here</strong> to download the MUSES FVC product <strong>in 2007</strong></em>, <em>and <strong>click here</strong> to download the MUSES FVC product <strong>in 2009</strong></em>. <strong>Dataset Characteristics:</strong> Spatial Coverage: Global Temporal Coverage: 2008 Spatial Resolution: 500 m Temporal Resolution: 1 month Projection: Sinusoidal Data Format: HDF Scale: 0.004 Valid Range: 0 – 250 <strong>Citation </strong>(Please cite this paper whenever these data are used)<strong>:</strong> Xiao Zhiqiang, <em>et a</em>l. (2016). Estimating the Fractional Vegetation Cover from GLASS Leaf Area Index Product. <em>Remote Sensing</em>, 8, 337. If you have any questions, please contact Prof. Zhiqiang Xiao (zhqxiao@bnu.edu.cn).
DOI: 10.5281/zenodo.7890405
title: MUSES Fractional Vegetation Coverage (FVC) Monthly Global 500m SIN Grid in 2008

description: The MUltiscale Satellite remotE Sensing (MUSES) product suite includes products with different spatial and temporal resolutions for parameters such as Normalized Difference Vegetation Index (NDVI), Near-Infrared Reflectance of Vegetation (NIRv), Leaf Area Index (LAI), Fraction of Absorbed Photosynthetically Active Radiation (FAPAR), Fractional Vegetation Coverage (FVC), Gross Primary Production (GPP), Net Primary Production (NPP). For more information about the MUSES products, please refer to this website (https://muses.bnu.edu.cn/). This dataset is the MUSES global FVC product at 500 m spatial resolution and monthly temporal resolution. The MUSES FVC product is provided on a Sinusoidal grid and spans from 2000 to 2019 (continuously updated). It was generated from the MUSES LAI product at 500 m resolution and other ancillary information using the complement to unity of the transmittance of light through the entire canopy in the nadir viewing direction (Xiao <em>et al</em>., 2016). The MUSES FVC values are physically consistent with the corresponding MUSES LAI values. The MUSES FVC product is spatially complete and temporally continuous. This dataset is the MUSES FVC product in 2008. <em>Please <strong>click here</strong> to download the MUSES FVC product <strong>in 2007</strong></em>, <em>and <strong>click here</strong> to download the MUSES FVC product <strong>in 2009</strong></em>. <strong>Dataset Characteristics:</strong> Spatial Coverage: Global Temporal Coverage: 2008 Spatial Resolution: 500 m Temporal Resolution: 1 month Projection: Sinusoidal Data Format: HDF Scale: 0.004 Valid Range: 0 – 250 <strong>Citation </strong>(Please cite this paper whenever these data are used)<strong>:</strong> Xiao Zhiqiang, <em>et a</em>l. (2016). Estimating the Fractional Vegetation Cover from GLASS Leaf Area Index Product. <em>Remote Sensing</em>, 8, 337. If you have any questions, please contact Prof. Zhiqiang Xiao (zhqxiao@bnu.edu.cn).
DOI: 10.6084/m9.figshare.22747766
title: RAAAP-3 Variable Mapping

description: RAAAP-3 Variable Mapping - showing mapping from RAAAP-1 .. RAAAP-2 .. RAAAP-3 to aid longitudinal analyses <br> Show which of the data points collected are in each dataset. Some are in more than one dataset. CountryOfEmployment and AnalysisRegionOfEmployment are in all 18 datasets to aid analysis. Note that while some text responses have been redacted, they have also been disaggregated from other individual identifiers in order to preserve anonymity. <br> <br>
DOI: 10.25910/w8wv-9x92
title: The Fenofibrate And Microvascular Events in Type 1 diabetes Eye (FAME 1 EYE) dataset

description: HeSANDA 1.0.0
description: The estimated sample size is 450. Demographics, clinical characteristics and outcomes measures will
be available from patients with type 1 diabetes. The purpose is to All timepoints points (baseline, 6-week, 3-month, 6-month, 1-year, 2-year, 3-year assessments) will be included in the dataset.
DOI: 10.17632/v75f92rrrc.1
title: Integration Analysis of ATAC-seq and RNA-seq Provides Insight into Fatty Acid Biosynthesis in Schizochytrium limacinum under Nitrogen Limitation Stress

description: Schizochytrium limacinum is an important microalga for the commercial production of natural DHA. Previous research has shown that nitrogen-limited treatment can effectively increase the content of fatty acids and DHA, but there is currently no research on chromatin accessibility during the process of transcript regulation. This study aimed to explore the mechanism of fatty acid biosynthesis in S. limacinum under nitrogen-limited treatment by analyzing promoter accessibility and gene expression profiles. The results showed that differentially accessible chromatin regions (DARs)-associated genes were enriched in fatty acid metabolism, degradation, biosynthesis of unsaturated fatty acids, lipid transport and metabolism, signal transduction mechanisms, MYB transcription factors, and energy production and conversion. Some of the identified genes include SlSCP2, SlSLD, SlSNQ2, SlALDH, SlMYB98, and SlMKK. By identifying and annotating DARs-associated motifs, the study obtained 54 target transcription factor classes, including BPC, RAMOSA1, SPI1, MYC, and MYB families. Transcriptomics results revealed that several differentially expressed genes (DEGs), including SlFAD2, SlALDH, SlHSD17B8, SlglpQ, SlACADS, SlSMT1, SlCAS1, SlNSDHL, SlSLC27A4, SlLPCAT2, and SlDGKI, are directly related to the biosynthesis of fatty acids, while SlRPS6KA, SlSTE11, SlCALM, SlCAMK1, SlMYB3R1, and SlMYB3R5 are transcription factors that may be involved in the regulation of fatty acid biosynthesis. In the integration analysis of DARs and ATAC-seq, 13 genes were identified, which were shared by both DEGs and DARs-associated genes, including SlCAKM, SlIFT74, SlRP2, SlSHOC2, SlTN, SlSGK2, SlHMP, SlOGT, SlclpB, and SlDNAAF3. Among them, SlCAKM may act as a negative regulator of fatty acid and DHA synthesis, while SlSGK2 may act as a positive regulator, which requires further study in the future. These findings provide a deeper understanding of the mechanism of fatty acid and DHA biosynthesis and molecular regulation in S. limacinum, and offer theoretical basis and technical support for the construction of high content fatty acid and DHA strains.
DOI: 10.17632/ffpj4dn8nk.1
title: gekk0-r

description: An Adaptable Universal Rainfall Logging and Data Communication System for Raspberry Pi.
DOI: 10.17632/j9brfgbz35.1
title: Instances for Inventory Routing Problem

description: Instances of paper "Robust Optimization for Inventory Routing Problem in Distribution of Emergency Stockpiles"
DOI: 10.5281/zenodo.7895031
title: Wikidata Dump Swedish places

description: RDF dump of wikidata produced with wdumper.Swedish places with coordinates<br>View on wdumper<b>entity count<b>: 9813372, <b>statement count</b>: 91203322, <b>triple count</b>: 100921154</b></b>
DOI: 10.5281/zenodo.7895030
title: Wikidata Dump Swedish places

description: RDF dump of wikidata produced with wdumper.Swedish places with coordinates<br>View on wdumper<b>entity count<b>: 9813372, <b>statement count</b>: 91203322, <b>triple count</b>: 100921154</b></b>
DOI: 10.17632/j9brfgbz35.2
title: Instances for Inventory Routing Problem

description: Instances of paper "Robust Optimization for Inventory Routing Problem in Distribution of Emergency Stockpiles"
DOI: 10.17632/rv963rgkjr.1
title: Supplement data

description: It contains datas about ages, grain size and elements.
DOI: 10.17632/wb98x9mgmz.1
title: Increasing ascorbic acid performance

description: These data contain analytical and clinical substantiation for a new patent-pending personal care technology, ACTISOLV™. In this application, ACTISOLV™ allows us to dissolve high concentrations of ascorbic acid into cosmetic formulations. While ascorbic acid formulas containing our ACTISOLV™ technology do darken as the formula ages, the ascorbic acid remain stable and clinically effective for at least 2 years (test period examined). These data include ascorbic acid assay data, color data, comparison with market samples, as well as clinical results for brightening the skin, firming the skin, and improving fine lines and wrinkles.
DOI: 10.17632/styx6bjgvj.1
title: Evapotranspiration Data for Land Cover in the South River Watershed (Atlanta, GA USA)

description: The data in the files are mean values for the 2001-2020 period for land cover in the South River Watershed. Included are the following: 
1. Land-cover types of the classes of the National Land Cover Classification Dataset,
2. Initial estimates of daily evapotranspiration (ET) for land-cover types without adding an anthropogenic heat flux, 
3. Initial estimates of daily evapotranspiration (ET) for land-cover types by adding an anthropogenic heat flux, 
4. Leaf-area-adjustment factors for surface resistance (for the Penman-Monteith approach) for each vegetated land-cover type, 
5. ET-adjustment factors for each vegetated land-cover type,
6. Revised estimates of daily evapotranspiration (ET) for land-cover types without adding an anthropogenic heat flux,
7. Revised estimates of daily evapotranspiration (ET) for land-cover types by adding an anthropogenic heat flux, and
8. Daily totals of ET for each NLCD land-cover class.
DOI: 10.17632/z5sh7pwypd.1
title: Shandong Provincial Hospital Database (SPHDB)

description: The Shandong Provincial Hospital Database (SPHDB) contains 20 24-hour ambulatory ECG recordings, all from patients with paroxysmal AF. The minimum age of the patients was 58 years and the maximum age was 80 years, with a male to female ratio of approximately 1:1. All records were collected by a 12-lead Holter ambulatory ECG monitor with a sampling frequency of 200 HZ. each record was annotated by a clinical expert, and the annotated data were divided into AF segments and non-AF segments. The protocol was approved by the Ethics Committee of Shandong Provincial Hospital.
DOI: 10.17632/z5sh7pwypd.2
title: Shandong Provincial Hospital Database (SPHDB)

description: The Shandong Provincial Hospital Database (SPHDB) contains 20 24-hour ambulatory ECG recordings, all from patients with paroxysmal AF. The minimum age of the patients was 58 years and the maximum age was 80 years, with a male to female ratio of approximately 1:1. All records were collected by a 12-lead Holter ambulatory ECG monitor with a sampling frequency of 200 HZ. each record was annotated by a clinical expert, and the annotated data were divided into AF segments and non-AF segments. The protocol was approved by the Ethics Committee of Shandong Provincial Hospital.
DOI: 10.17632/sfcv6b9bnz.1
title: Whey protein peptides PEW and LLW synergistically ameliorate hyperuricemia and modulate gut microbiota in potassium oxonate- and hypoxanthine-induced hyperuricemic rats

description: The purpose of the present study was to examine the anti-hyperuricemic effects of PEW and LLW in HUA rats. The underlying mechanisms were explored from the perspectives of UA synthesis and excretion and the gut microbiota. First, we examined the changes of physiological indicators in rats (Figure S1). The body weight, liver index and spleen index of the rats did not change between groups, but the kidney index altered. The effect of the peptide on uric acid excretion in rats was further investigated and we examined the gene expression of the uric acid transporter (Table S1, Figure S2). PEW and LLW were found to promote uric acid excretion in hyperuricemic rats by modulating the uric acid transporter.  In addition, PEW and LLW were found to modulate the flora species in hyperuricemic rats by intestinal flora analysis (Figure S3).
DOI: 10.17632/sgbkptfdty.1
title: Mitochondrial translation modulate the mammalian cell metabolism

description: High-throughput sequencing of total RNA (RNA-seq) from NIH3T3-WT and NIH3T3-MU cells showed strong concordance between replicates and identified 3582 protein-coding genes that were differentially expressed (1603 up-regulated genes and 1979 down-regulated genes).
DOI: 10.17632/dgrfs639f8.1
title: Supplementary Material - ChatGPT for healthcare providers and patients: practical implications within dermatology

description: Supplementary material for the research article titled, "ChatGPT for healthcare providers and patients: practical implications within dermatology".
DOI: 10.17632/jrvzn7n475.1
title: Data for: Imperfect ant mimicry contributes to local adaptation in a jumping spider

description: Putative ant mimicry is a remarkable example of an evolutionary strategy that can be well integrated into the framework of natural selection and adaptation. However, challenges remain in understanding imperfect ant mimicry, i.e., its extent and consequent ecological benefits. Here, we combine trait quantification and behavioral assays to investigate imperfect ant mimicry in the jumping spider Siler collingwoodi. We performed trajectory analysis to show that the trajectory and movement patterns of S. collingwoodi generally resemble those of a few putative ant models, supporting the multiple models hypothesis. We then performed background-matching analysis, revealing that body coloration may be involved in background camouflage. We further carried out antipredation assays and found that S. collingwoodi had a significantly lower risk of predation (due to its ant-like movement pattern) than nonmimetic salticids, suggesting an overall protective effect of Batesian mimicry. Taken together, our findings quantitatively demonstrate a combination of mimicry and camouflage in S. collingwoodi and thus highlight the significance of a complex phenomenon driven by natural selection.
DOI: 10.17632/ftnbg9pptz.1
title: STUDENTS' LEARNING ATTITUDES DATASET 

description: This dataset includes the learning attitudes of junior high school students enrolled in 42 public secondary schools in Zamboanga City for SY 2020-2021. This also includes the questionnaire being used to gather data on the learning attitudes.
DOI: 10.17632/ftnbg9pptz.2
title: STUDENTS' LEARNING ATTITUDES DATASET AND SUPPLEMENTARY MATERIALS

description: This dataset includes the learning attitudes of junior high school students enrolled in 42 public secondary schools in Zamboanga City for SY 2020-2021. This also includes the questionnaire being used to gather data on the learning attitudes.
DOI: 10.17632/7pzyy4g6bx.1
title: Spatial Localization of Anterior Precuneus for Bodily Self Validated with Brain Stimulation

description: # SELF-project-Neuron: Causal Evidence for the Processing of Bodily Self in the Anterior Precuneus
---
The repository contains the group-based ROI of self-hot electrodes and self-cold electrodes in the posteromedial cortex, and some key customized codes for generating the results of paper.

## Description of the data and file structure
- ROIs

The two nifti files are group-based ROIs from the study. With brain stimulation, we found a distinct area in the anterior precuneus that can induce robust subjective changes that are related to self-location displacement (sometimes self-dissociation). These stimulation sites are labelled "hot", while the surrounding posteromedial (PMC, or otherwise addressed as posterior cingulate cortex/precuneus) sites that did not induce such an effect are labelled "cold". The method of extracting the native coordinates of these stimulation sites is presented in the extractSbjNativeCoord.m. By transforming the individual brain to the standardized MNI space, we generated the presented ROIs by summarizing the spatial location of these stimulation sites (using 4mm-radius sphere). The ROIs are plotted in the provided figure ROI_vis.png, where the yellow color indicates hot sites. We hope these ROIs will be helpful for people who are interested in studying self-related processing, PMC heterogeneity and many other. 

- fMRI/FC_results:

HCP100Cohort and StanfordCohort respectively contains the group-level seed-based FC results from human connectom project open-access data (N=100, unrelated healthy young adults) and from our own cohort (N=5) where the hot/cold electrodes were identified individually. The subfolders with a suffix of "selfHot"/"selfCold"/"selfContr" respectively means the FC of the hot sites for the bodily self, the cold sites for it and the contrast between them. Among the nifti files, the xxx_0001.nii and xxx_0002.nii are associated with positive and negative contrasts, i.e. positive and negative connectivities, while the prefix of "beta", "con" and "spmT" indicates the image type (i.e., spmT is t-score images, beta is beta-coefficient images). When the suffix of an image is thr, it is a thresholded image based on the cluster-level significance (i.e. significant clusters), and a "**_bin.nii" is a binary image of the thresholded image (i.e. significant cluster mask). The resulting significance table is presented in the *.csv files. 

- CCEP

The CCEP_result_barplots.Rmd has the code for generating the barplot presented in the Figure 4 of the paper, and the prelim_CCEP_explore5_2.m has the code for generating the brain 3D plots of the figure as well as the inflow/outflow CCEP videos.

## Code/Software
MATLAB >= 2019a
SPM12
DOI: 10.17632/t2s9ndjkkj.1
title: E-waste 2023

description: Reciclaje verde de las tarjetas de circuitos electrónicos, empleando diferentes técnicas de procesamiento y caracterización.
DOI: 10.17632/bckfwf9df7.1
title: Fast Food Restaurants in High Socially Vulnerable Areas - LA County 2020

description: The purpose of this layer was to show which fast food places are more prevalent than others in extreme socially vulnerable areas of LA County.  This layer used data from the US Census and CDC to get areas of Social Vulnerability.  It also took a list of fast food restaurants from a resource comparing food deserts in LA County. This layer was made in hopes to be spreading awareness as to what types of foods are accessible and not to people who may not be in as safe a living condition as others, the addition of the Social Vulnerability Index allows to also make analysis as to how the area of high vulnerability has many poor quality but accessible food options. While comparing options some may be more desirable, for example Subway, sneaky things like high sodium or fake tuna can be present in those seemingly innocent foods. LA County is an area very near and dear to my heart. As a former resident of LA County, I saw the affects of social vulnerability throughout my life. Thankfully I was never in danger of these events myself, but having friends that were in tough areas put me in positions to see young people go through real struggle. After experiencing that at such a young age this project allowed for me to reconnect with my area and shed light on something we see all the time. Fast food restaurants dominate downtown Los Angeles. The accessibility to all kinds of socioeconomic groups allows for LA to be a melting pot of demographics, however, for the less fortunate these restaurants are the only option to get any kind of nutrition. Some of the biggest brand names in LA County consist of Subway, McDonalds, Burger King, and more. This data that I've included takes a look at all the fast food restaurants that are within the highly socially vulnerable areas to bring that conversation of accessible healthy food back up. I learned how to make this dataset and layers within my GIS class at Drew University, under the purview of Prof. Lisa Jordan.
DOI: 10.17632/z57h9ppxsj.1
title: Магкаев Диссертация Данные

description: Прописано в самой работе
DOI: 10.17632/nzyntpcm6k.1
title: Data Set: Deep learning-assisted appointment scheduling under uncertainty

description: This repository includes ten test instances (each compromising ten variations), one real instance, and an InputReader Python file used in the "Deep learning-assisted appointment scheduling under uncertainty." This data set can be used for future comparisons of the optimization algorithms developed for similar problems.
DOI: 10.17632/8ng3ryjxyk.1
title: NEOMOD

description: MATERIAL AND METHODS. 165 newborns who are being treated in the NICU were examined. The weight of the children was 1870 (1480 – 2550) g, the Apgar score at the first minute was 7 (6-7), at the fifth – 8 (7-8) points. Depending on the gestation period, the children were divided into IV groups: group I – 26-29, II – 30-33, III – 34-37 and IV – 38-40 weeks. In groups I – III, children with respiratory distress syndrome and intraamniotic infection prevailed, and in groups IV - with asphyxia. 
RESULTS. The maximum score on the NEOMOD scale of the ball is typical for children of groups I and IV: 4 (3 – 5) and 3 (1 – 4) points, respectively. The number of leukocytes in group IV newborns on the first day of treatment was statistically significantly higher than in groups II and III: 19.6 (8.5 – 43.7) vs 12.4 (5.8 – 33.1) and 12.5 (6.4 – 32.5), respectively (p = 0.003). BE indicators in group I were statistically significantly lower than in group IV: [– 7.2] vs [– 4.2] (p < 0.001). The minimum concentration of C-reactive protein was typical for group I children – 1.7 (1.3 – 2.2) mg/l, which was significant compared to the indicators of other groups (p < 0.001).
DOI: 10.17632/3f78xgyhn4.1
title: Supplementary Table II. GPT-4 response examples

description: The above are examples of GPT-4 outputs, listed first based on average response grading. Also included are examples of GPT-4 shortcomings or inaccuracies.
DOI: 10.17632/73h4hc4r25.1
title: Supplementary Table 1. Response evaluation rubric

description: A score of 1 indicates adequate achievement of the individual characteristic, whereas a score of 0 denotes a shortcoming. The scores were summed together for an overall response grade, with 0 being the lowest and 5 the highest.
DOI: 10.6084/m9.figshare.22574467.v1
title: The Fgf/Erf/NCoR1/2 repressive axis controls trophoblast cell fate

description: Supplementary Data 1 Fold changes of phosphorylated peptides associated with genes. Supplementary Data 2 Alpha Fold IPTM and PTM values. Supplementary Data 3 ETNN target status, group (Upset plot Fig4e), LFCs and padj in ErfKO and Tbl1xKO PD relative to WT PD. Supplementary Data 4 Genes of clusters derived by hierarchical “ward” clustering of the 3000 top variance genes in WD and PD differentiation. Supplementary Data 5 Genes associated with ETNN bound, regular and super enhancers. Supplementary Data 6 Erf-dependent genes associated with ETNN bound regular or super enhancers, LFC in Erf-KO relative to WT PD