cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/8v2zgvrf4t.1
title: Oceanographic dataset

description: The Oceanographic dataset is a comprehensive collection of physical, chemical, and biological parameters designed for monitoring and predicting ocean deoxygenation. It includes key variables such as temperature, salinity, dissolved oxygen (DO), pH, nutrients (nitrate, phosphate, silicate), and biological indicators like chlorophyll-a concentration and primary productivity. This dataset plays a crucial role in identifying hypoxic zones, modeling oxygen dynamics, and tracking long-term deoxygenation trends driven by climate change and anthropogenic activities. By facilitating the development and validation of predictive models, it enhances the accuracy of forecasting future hypoxic events. Beyond deoxygenation analysis, the dataset supports broader applications, including climate impact studies, marine ecosystem health assessments, and policy-making for ocean conservation. With its rich temporal and spatial coverage, it serves as a valuable resource for scientific research, education, and data-driven decision-making in marine and environmental sciences.
DOI: 10.17632/43bvwcvpwk.1
title: LINF_110005900

description: seryl-tRNA synthetase | SerRS; Leishmania infantum
DOI: 10.17632/43bvwcvpwk.2
title: LINF_110005900

description: Seryl-tRNA synthetase | SerRS; Leishmania infantum (strain JPCM5)
DOI: 10.17632/g6ry7sph4t.1
title: LINF_100018900

description: Ras-related protein RabX1; Leishmania infantum
DOI: 10.17632/g6ry7sph4t.2
title: LINF_100018900

description: Rab2; Leishmania infantum (strain JPCM5)
DOI: 10.17632/v3dwmrh6x7
title: Bridging the knowledge gap - the need for financial literacy in the school curriculum

description: Theses references are broadly used to expand my knowledge in the topic. mentioning of these sources are done as per the standards. This includes the BibTeX file.
DOI: 10.17632/v3dwmrh6x7.1
title: Bridging the knowledge gap - the need for financial literacy in the school curriculum

description: Theses references are broadly used to expand my knowledge in the topic. mentioning of these sources are done as per the standards. This includes the BibTeX file.
DOI: 10.17632/ckv3t989w9.1
title: Data of paper "A Grip Force Planning Method for Reliable and Rapid Fruit Grasping Based on Rupture Force Estimation"

description: In the related paper, we proposed an online estimation method of fruit rupture force based on stiffness perception. This dataset includes the training data and the online validation data, based on which we got and validated the relationship between the rupture forces and the stiffness of banana slices and kiwi slices.

This dataset consists of two folders: banana and kiwi, standing for the data of bananas and kiwis, respectively. Each folder includes two sub folders training set and validation set. The training set includes the data for training the relationship between rupture force and stiffness. In this folder, the data are stored with an python script train_model.py, which is used to get the linear relation proposed in the paper. The validation set includes the the data for validation the online estimation performance. In this folder, the data are stored with an python script break_force_est_offline.py, which is to simulate the online estimation process and output the final estimation of rupture force based on the collected data.

The data in the dataset are collected in the way mentioned in the paper.
DOI: 10.17632/8p8pkgh32f.1
title: LINF_100018500

description: mitoribosomal protein mS69; Leishmania infantum
DOI: 10.17632/8p8pkgh32f.2
title: LINF_100018500

description: Mitoribosomal protein mS69; Leishmania infantum (strain JPCM5)
DOI: 10.17632/58w92f77g4.1
title: Organic substitution on phosphorus mineralization

description: Organic substitution on phosphorus mineralization in acidic soils
DOI: 10.17632/nz2fr76trm.1
title: Fourier Transform Near Infrared (FT-NIR) spectra and sensory scores in green and roasted specialty coffee for machine learning-based quality monitoring

description: This dataset provides raw and pre-processed Fourier Transform Near Infrared (FT-NIR) spectra for green and roasted specialty coffee samples, along with their sensory quality scores. Pre-processing techniques include baseline correction, area normalization, Multiplicative Scatter Correction (MSC), and first and second derivatives. Additionally, the dataset includes computational tools (programmed in R statistical software) for spectral pre-processing and calibration of machine learning models designed to predict sensory quality. These R-codes enable the development of predictive tools for non-destructive, real-time quality assessment, facilitating sensory analysis and supporting quality monitoring processes in the specialty coffee industry.
DOI: 10.17632/nz2fr76trm.2
title: Fourier Transform Near Infrared (FT-NIR) spectra and sensory scores in green and roasted specialty coffee for machine learning-based quality monitoring

description: This dataset provides raw and pre-processed Fourier Transform Near Infrared (FT-NIR) spectra for green and roasted specialty coffee samples, along with their sensory quality scores. Pre-processing techniques include baseline correction, area normalization, Multiplicative Scatter Correction (MSC), and first and second derivatives. Additionally, the dataset includes computational tools (programmed in R statistical software) for spectral pre-processing and calibration of machine learning models designed to predict sensory quality. These R-codes enable the development of predictive tools for non-destructive, real-time quality assessment, facilitating sensory analysis and supporting quality monitoring processes in the specialty coffee industry.
DOI: 10.17632/nz2fr76trm.3
title: Fourier Transform Near Infrared (FT-NIR) spectra and sensory scores in green and roasted specialty coffee for machine learning-based quality monitoring

description: This dataset provides raw and pre-processed Fourier Transform Near Infrared (FT-NIR) spectra for green and roasted specialty coffee samples, along with their sensory quality scores. Pre-processing techniques include baseline correction, area normalization, Multiplicative Scatter Correction (MSC), and first and second derivatives. Additionally, the dataset includes computational tools (programmed in R statistical software) for spectral pre-processing and calibration of machine learning models designed to predict sensory quality. These R-codes enable the development of predictive tools for non-destructive, real-time quality assessment, facilitating sensory analysis and supporting quality monitoring processes in the specialty coffee industry.
DOI: 10.15468/dl.p9fnnm
title: Occurrence Download

description: A dataset containing 57039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is FRA",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lutra lutra (Linnaeus, 1758)"
 ]
}

 The dataset includes 57039 records from 722 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011853-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wsj2nnspbf.1
title: Learning from errors：Deliberate Errors Enhance Learning

description: Deliberate errors is an effective learning strategy, comparable to retrieval practice, However, learners often experience metacognitive illusions regarding both strategies, making their adoption challenging, particularly for deliberate errors.
DOI: 10.17632/tvcxfhxpnz.1
title: Datasets on Flow State Evaluation, USE Questionnaire, and Motion-Tracking Glove Integration in SELFEX: An AR and Screen-Guided Training Solution

description: This database contains the results from questionnaires gathered during user testing of the SELFEX solution, a training system utilizing motion-tracking gloves, augmented reality (AR), and screen-based interfaces. Participants were asked to complete paper- and tablet-based questionnaires after interacting with both AR and screen-guided training environments. The data provided allows for a comparative analysis between the two training methods (AR vs. screen) and assesses the suitability of the MAGOS hand-tracking gloves for this application. Additionally, it facilitates the exploration of correlations between various user experience factors, such as ease of use, usefulness, satisfaction, and ease of learning.

The folder is divided into two types of files: 
- PDF files: These contain the three questionnaires administered during testing. 
- "dataset.xlsx": This file includes the questionnaire results.

Within the Excel file, the data is organized across three sheets: 
- "Results with AR glasses": Displays data from the experiment conducted using Hololens 2 AR glasses. Participants are anonymized and coded by gender (e.g., M01 for the first male participant). 
- "Results without AR glasses": Shows data from the experiment conducted with five participants using a TV screen instead of Hololens 2 to follow the assembly training instructions. 
- "Demographic data": Contains demographic information related to the participants.

This dataset enables comprehensive evaluation and comparison of the training methods and user experiences.
DOI: 10.17632/tvcxfhxpnz.2
title: Datasets on Flow State Evaluation, USE Questionnaire, and Motion-Tracking Glove Integration in SELFEX: An AR and Screen-Guided Training Solution

description: This database contains the results from questionnaires gathered during user testing of the SELFEX solution, a training system utilizing motion-tracking gloves, augmented reality (AR), and screen-based interfaces. Participants were asked to complete paper- and tablet-based questionnaires after interacting with both AR and screen-guided training environments. The data provided allows for a comparative analysis between the two training methods (AR vs. screen) and assesses the suitability of the MAGOS hand-tracking gloves for this application. Additionally, it facilitates the exploration of correlations between various user experience factors, such as ease of use, usefulness, satisfaction, and ease of learning.

The folder is divided into two types of files: 
- PDF files: These contain the three questionnaires administered during testing. 
- "dataset.xlsx": This file includes the questionnaire results.

Within the Excel file, the data is organized across three sheets: 
- "Results with AR glasses": Displays data from the experiment conducted using Hololens 2 AR glasses. Participants are anonymized and coded by gender (e.g., M01 for the first male participant). 
- "Results without AR glasses": Shows data from the experiment conducted with five participants using a TV screen instead of Hololens 2 to follow the assembly training instructions. 
- "Demographic data": Contains demographic information related to the participants.

This dataset enables comprehensive evaluation and comparison of the training methods and user experiences.
DOI: 10.60656/4e34bba3cc1e4323
title: Custom collection of categorize, and classification data from Limassol between 19 Oct 2016 and 25 Mar 2018
DOI: 10.6084/m9.figshare.28714406
title: Power Calculations.xlsx

description: This is the Power calculations used for my thesis, The following calculations gave the Cohan's D (effect size) as well as participants required to achieve a statistical power of 80% for my data analysis.
DOI: 10.17632/4mwmxkzd2w
title: Morphological indices for 107 EG cross sections

description: The data contains the morphological indices for 107 cross-sections for three EGs in September 2014 and September 2015. The morphological indices include W (EG channel width), D (EG channel depth), A (EG channel cross-sectional area), α (the angle from the EG lateral drainage area border to the EG channel border), β (the angle from the EG channel border to the bottom), and W/D (EG channel width-depth ratio).
DOI: 10.17632/4mwmxkzd2w.1
title: Morphological indices for 107 EG cross sections

description: The data contains the morphological indices for 107 cross-sections for three EGs in September 2014 and September 2015. The morphological indices include W (EG channel width), D (EG channel depth), A (EG channel cross-sectional area), α (the angle from the EG lateral drainage area border to the EG channel border), β (the angle from the EG channel border to the bottom), and W/D (EG channel width-depth ratio).
DOI: 10.17632/b4pcy3wb6h.1
title: Ebba

description: Tracing the legacy of past semiarid morphodynamics in multiconvex tropical rainforest morphology in the Guiana Shield of Suriname.
A comprehensive survey of landforms, soils, geology and heavy mineral analyses in traverses across the tropical rainforest-covered Upper Suriname drainage basin, shows that the prevailing multiconvex morphology conceals evidence for duricrusted colluvial slopes. They testify of pedimentation processes in past semi-arid climate conditions in the presence of mafic rocks with ironstone caps in the headwaters of the tributary creeks. In areas underlain by granites and high-grade metamorphic rocks etchplain characteristics prevail. The multiconvex landforms also conceal dissected remnants of higher-level river terraces deposited during semi-arid climate intervals, as evidenced by their heavy mineral assemblages.
DOI: 10.17632/98g94n9c4h
title: The Impact of R&D Investment on Total Factor Carbon Productivity in 30 Chinese Provinces under the Growth Pressure

description: A balanced panel of data covering 30 provinces in China during 2002–2019 was collected from China’s Statistical Yearbook.
DOI: 10.17632/98g94n9c4h.1
title: The Impact of R&D Investment on Total Factor Carbon Productivity in 30 Chinese Provinces under the Growth Pressure

description: A balanced panel of data covering 30 provinces in China during 2002–2019 was collected from China’s Statistical Yearbook.
DOI: 10.60656/369c0571328f4c81
title: Custom collection of ice water content data from Lindenberg between 1 Jan and 31 Dec 2021
DOI: 10.60656/86a1211308cc489a
title: Custom collection of categorize data from Limassol between 19 Oct 2016 and 25 Mar 2018
DOI: 10.17632/pdpj6f7wgj.1
title: Data of "Vanadium isotope fractionation in mantle rocks: constraints from peridotites and pyroxenites"

description: The aim of this study is to constrain V isotope fractionation under different mantle processes such as mantle melting, melt-rock interaction, and metasomatism. We thus collect a series of well-studied mantle rocks from peridotite massifs and xenolith. These data include Supplementary tables which comprise the chemical composition and the detail modeling results.
DOI: 10.48597/u2vx-vnnp
title: Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.48597/u8fd-vu26
title: Sulphate_total at Revin

description: Measurement of Sulphate_total at Revin
DOI: 10.48597/83q6-asyt
title: Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.48597/tcxm-zgzq
title: Sum_ammonia_and_ammonium at Revin

description: Measurement of Sum_ammonia_and_ammonium at Revin
DOI: 10.48597/4322-a9dg
title: Sum_nitric_acid_and_nitrate at Revin

description: Measurement of Sum_nitric_acid_and_nitrate at Revin
DOI: 10.48597/v42c-n3g7
title: Sulphur_dioxide at Revin

description: Measurement of Sulphur_dioxide at Revin
DOI: 10.48597/nnqy-7a73
title: Sulphate_total at Revin

description: Measurement of Sulphate_total at Revin
DOI: 10.48597/6w98-ezsm
title: Sum_ammonia_and_ammonium at Revin

description: Measurement of Sum_ammonia_and_ammonium at Revin
DOI: 10.48597/8u8r-wea9
title: Sum_nitric_acid_and_nitrate at Revin

description: Measurement of Sum_nitric_acid_and_nitrate at Revin
DOI: 10.48597/us4a-hm9c
title: Sulphur_dioxide at Revin

description: Measurement of Sulphur_dioxide at Revin
DOI: 10.48597/337e-anve
title: Measurement of Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.48597/xbs5-3rwv
title: Sulphate_total at Revin

description: Measurement of Sulphate_total at Revin
DOI: 10.48597/fgxv-s4jp
title: Measurement of Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.48597/gjz6-rhex
title: Measurement of Sulphate_total at Revin

description: Measurement of Sulphate_total at Revin
DOI: 10.48597/8237-jh8w
title: Measurement of Sulphur_dioxide at Revin

description: Measurement of Sulphur_dioxide at Revin
DOI: 10.48597/feeu-gycz
title: Measurement of Sum_nitric_acid_and_nitrate at Revin

description: Measurement of Sum_nitric_acid_and_nitrate at Revin
DOI: 10.17632/k7msxg5j57.1
title: Vegetation Spectral Dataset in Northwest China

description: Hyperspectral information of non photosynthetic vegetation, photosynthetic vegetation, and bare soil collected in northwest China.
DOI: 10.48597/nsax-csv8
title: Measurement of Sum_ammonia_and_ammonium at Revin

description: Measurement of Sum_ammonia_and_ammonium at Revin
DOI: 10.48597/qks5-f498
title: Measurement of Sulphate_total at Revin

description: Measurement of Sulphate_total at Revin
DOI: 10.48597/schg-vmjp
title: Measurement of Sum_ammonia_and_ammonium at Revin

description: Measurement of Sum_ammonia_and_ammonium at Revin
DOI: 10.48597/xz2t-p83e
title: Measurement of Sum_nitric_acid_and_nitrate at Revin

description: Measurement of Sum_nitric_acid_and_nitrate at Revin
DOI: 10.48597/zawv-6j3v
title: Measurement of Sulphur_dioxide at Revin

description: Measurement of Sulphur_dioxide at Revin
DOI: 10.48597/zt9c-m92s
title: Measurement of Sulphate_total at Revin

description: Measurement of Sulphate_total at Revin
DOI: 10.48597/5mdq-qpyt
title: Measurement of Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.48597/e3xy-y7yk
title: Measurement of Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.48597/t9u6-4js2
title: Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.48597/xuh5-4wyr
title: Measurement of Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.48597/nhyb-wx6m
title: Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.48597/zsqj-ctz3
title: Measurement of Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.48597/j7pt-ahc2
title: Measurement of Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.48597/rdgp-avvt
title: Measurement of Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.48597/tyxn-w3nx
title: Measurement of Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.48597/ypry-gkbt
title: Measurement of Inorganics in air and particle phase at Revin

description: Measurement of Inorganics in air and particle phase at Revin
DOI: 10.17632/9h2j5zwjst.1
title: SLC7A5-mediated L-Leu intake control aGVHD and GVT: metabolomics dataset

description: Metabolomics data and its univariate analysis for study:

Restriction of SLC7A5-mediated L-Leu uptake in allogenic T cells efficiently prevents acute graft-versus-host disease and maintains graft-versus tumor response.

The amino acid transporter SLC7A5, which mediates the uptake of L-Leu and other essential amino acids in activated T cells and in malignant cells, has become an important target in controlling inflammation and cancer. However, its role in acute graft-versus-host disease (aGVHD) and graft versus tumor (GVT) has not been explored before. In this study, we demonstrate that SLC7A5 genetic deletion affected the activation and proliferation of allogenic T cells, promoted apoptosis and reduced IFNγ and granzyme B secretion by CD4 and CD8 T cells. Genetic deletion of SLC7A5 completely prevented aGVHD-induced lethality in mice but did not control tumor growth. On the other hand, the administration of a L-Leu-free diet efficiently reduced aGVHD mortality in mice by controlling allogenic T cell expansion, inducing apoptosis, and affecting granzyme B secretion. However, CD8 T cells did not fail to activate and secrete IFNγ in the absence of Leu, and showed increase proportion of central memory T cells, which contributed to the GVT response. Genetic deletion of SLC7A5 in T cells severely compromises mTORC1, glycolysis and mitochondrial oxidation. However, L-Leu removal mildly reduced mTORC1 signaling, completely blocked glycolysis but enhanced mitochondrial function, favoring the generation of central memory responses and expression of stemness marker TCF1. Dietary L-Leu restriction prevented the increase of potential proinflammatory metabolites derived from tricarboxylic acid cycle and L-Leu-derived ketogenesis induced by aGVHD. Overall, this study reveals that dietary restriction of L-Leu is sufficient to target SLC7A5 in allogenic cells during aGVHD, preserving GVT response.
DOI: 10.17632/c785d6g2fx.2
title: Lipid environment of GABAAR

description: All data is in prism format. The cross pair correlation analysis from Vutara SRX software was pulled into prisma and analyzed for statistical significance and for plotting the data. The cholesterol is fluorescent values determined from a cholesterol oxidase assay.
DOI: 10.17632/23s4w9gyck.1
title: Differential impacts on epithelial-mesenchymal transition by p53 mutations between contact type and conformational type in lung cancer cells

description: this data relates to the effect of mutant p53 on EMT
DOI: 10.17632/dzfvxbyssx.2
title: The Use of Working Memory Storage State in Reading for Children and Adults

description: The visual working memory (WM) storage state theory posits that WM can be divided into two noncompetitive states: active states and passive states. However, it remains unclear how individuals store and process linguistic materials (e.g., words and texts) in distinct states during reading, which requires the integration of WM and semantic processing. The present study conducted four experiments which employed words and hypertexts from the sequential change detection paradigm to investigate the use of the WM Storage State in adults and children.
Details of the data are provided in excel, including the reaction time and correctness of the participants in the two experiments, as well as the covariates involved: working memory capacity, word reading fluency, prior knowledge, grade, etc.
DOI: 10.17632/dvpw7bytyc.1
title: Nobiletin ameliorated inflammatory bowel disease-related intestinal fibrosis via regulating gut microbiota and uric acid metabolism

description: raw data files for the figures in the manuscript:
Xiao Chen et al., 2025 
"Nobiletin ameliorated inflammatory bowel disease-related intestinal fibrosis via regulating gut microbiota and uric acid metabolism"
DOI: 10.5281/zenodo.15124011
title: Grammar Condensation for Context-Free Language Reachability (Artifact)

description: This is the preliminary version of the artifact of Submission #737, OOPSLA 2025, "Grammar Condensation for Context-Free Language Reachability". Please refer to Readme.pdf for the details
DOI: 10.5281/zenodo.15124012
title: Grammar Condensation for Context-Free Language Reachability (Artifact)

description: This is the preliminary version of the artifact of Submission #737, OOPSLA 2025, "Grammar Condensation for Context-Free Language Reachability". Please refer to Readme.pdf for the details
DOI: 10.17632/nxd4fh3mzg.1
title: Urban-data

description: The dataset covers 16 cities in the Yangtze River Delta from 2007 to 2020 across 36 indicators.