cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7504448.v5
title: Global Aridity Index and Potential Evapotranspiration (ET0) Database: Version 3

description: The Global Aridity Index (Global-AI) and Global Reference Evapo-Transpiration (Global-ET0) datasets provided in Version 3 of the Global Aridity Index and Potential Evapo-Transpiration (ET0) Database (Global-AI_PET_v3) provide high-resolution (30 arc-seconds) global raster data for the 1970-2000 period, related to evapotranspiration processes and rainfall deficit for potential vegetative growth, based upon implementation of the FAO-56 Penman-Monteith Reference Evapotranspiration (ET<sub>0</sub>) equation.
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Aridity Index represent the ratio between precipitation and ET<sub>0</sub>, thus rainfall over vegetation water demand (aggregated on annual basis). Under this formulation, Aridity Index values increase for more humid conditions, and decrease with more arid conditions. The Aridity Index values reported within the <em>Global-AI</em> geodataset have been multiplied by a factor of 10,000 to derive and distribute the data as integers (with 4 decimal accuracy). This multiplier has been used to increase the precision of the variable values without using decimals. The Readme File is provided with a detailed description of the dataset files, and the following article for a description of the methodology and a technical validation.
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The Global-AI_PET_v3 datasets are provided for non-commercial use in standard GeoTiff format, at 30 arc seconds or ~ 1km at the equator.
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The Python programming source code used to run the calculation of ET0 and AI is provided and available online on Figshare at:
 
https://figshare.com/articles/software/Global_Aridity_Index_and_Potential_Evapotranspiration_Climate_Database_v3_-_Algorithm_Code_Python_/20005589
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Peer-Review Reference and Proper Citation:
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Zomer, R.J., Xu, J., Trabucco, A. 2022 Global Aridity Index and Potential Evapotranspiration (ET0) Database: Version 3. Scientific Data (In revision).
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DOI: 10.17632/79m467kjk5
title: Digital Financial Knowledge Scale (DFKS)

description: This database is derived from a study aimed at constructing the Digital Financial Knowledge Scale (DFKS).
For this study, an online instrument was developed and applied to 775 participants in the second half of 2023. The research was approved by the ethics committee, and the participants signed the Informed Consent Form.
DOI: 10.17632/9pjrz8s77d
title: Ionospheric Plasma Depletions at Mars Observed by the MAVEN spacecraft

description: The contents of the data files are linked to the plots of the manuscript, "Ionospheric Plasma Depletions at Mars Observed by the MAVEN spacecraft" by Praveen Basuvaraj, František Němec, Zdeněk Němeček and Jana Šafránková. A detailed description of the dataset is given in manuscript #2022JE007302 and the readme.txt in the repository. This includes the list of Plasma Depletion Events (PDEs) identified in the ionosphere of Mars from MAVEN NGIMS datasets between October 2014 and May 2021.
DOI: 10.17632/vc842jcsyp
title: Don't Judge a Food by Its Package: Greenwashing Alters Health Perceptions

description: Past research has shown that “greenwashed” package designs promote the belief that a product is environmentally friendly. The present investigation tested whether greenwashing influences the perceived health benefits of food items. In each condition, participants completed a computer-based survey in which they were shown an image of each of the six food items and asked to indicate how healthy they perceived the food product to be (1 = extremely unhealthy; 7 = extremely healthy). Once they completed these ratings, as essentially a manipulation check, participants responded to the same food items but were now asked to rate how environmentally friendly they perceived the product to be (1 = not environmentally friendly at all; 7 = extremely environmentally friendly). In Study 1 (N = 84), participants generally perceived greenwashed foods to be healthier than did participants evaluating comparable foods in conventional packages. Study 2 (N = 76) additionally compared the impact of a label indicating “organic.” Results showed that for food items generally perceived as healthier, both greenwashed and organic products were rated as significantly healthier than conventionally labeled food products; for foods perceived as less healthy, only the greenwashed items were considered to be healthier, whereas for items generally considered to be unhealthy, package labeling did not exert a significant effect on health perceptions.
DOI: 10.6084/m9.figshare.13200026.v1
title: PPC data - time-shuffled - catch questions

description: This dataset belongs to the Collection:<br>ter Wal, Marije; Linde Domingo, Juan; Lifanov, Julia; Roux, Frederic; Kolibius, Luca; Gollwitzer, Stephanie; et al. (2020): Data for: Theta rhythmicity governs the timing of behavioural and hippocampal responses in humans specifically during memory-dependent tasks. figshare. Collection. https://doi.org/10.6084/m9.figshare.c.5192567<br><br><br>The dataset contains the following data:<br>Time-shuffled PPC data (100 repetitions) from hippocampal microwire recordings from 10 iEEG patients while they answered catch questions during the retrieval phase of a memory task.<br>The PPC data have been fully anonymized to protect the identity of the patients: information that could reveal the implantation scheme of specific patients has been removed. To this end, the original channel labels have been removed and replaced by bundle IDs.<br>For more details about the data please see the Collection.<br><br>
DOI: 10.6084/m9.figshare.14813085.v1
title: Phased Array Doppler Sonar (PADS) data

description: Raw Phased Array Doppler Sonar backscatter intensity data (Figure 2).<br>
DOI: 10.6084/m9.figshare.6133511.v1
title: Supplementary Material for: Comparing the Efficacy of CBASP with Two Versions of CBT for Depression in a Routine Care Center: A Randomized Clinical Trial

description: <b><i>Background:</i></b> The cognitive-behavioral analysis system of psychotherapy (CBASP) was developed for the treatment of chronic, early-onset depression. However, it is unclear whether this approach can be recommended for depression in general (episodic and chronic), and no direct comparisons between CBASP with different versions of cognitive-behavioral therapy (CBT) exist. <b><i>Methods:</i></b> A randomized controlled trial compared 3 treatment conditions (all lasting 16 sessions) with a waiting list group (WL): CBASP, CBT with a focus on physical exercise (CBT-E), and CBT with a focus on pleasurable, low-energy and mindful activities (CBT-M). We included 173 patients and involved 41 therapists. Assessments were at baseline, after session 8, and at the end of treatment. <b><i>Results:</i></b> Our primary outcome Beck Depression Inventory-II indicated a general advantage of the CBT arms compared to CBASP [<i>F</i>(6, 154.5) = 4.2, <i>p</i> = 0.001], with significant contrasts in particular in favor of CBT-E. Effect sizes against WL were <i>d</i> = 0.91 (CBT-E), 0.87 (CBT-M), and 0.47 (CBASP). A triple interaction with an additional factor “chronic versus episodic depression” [<i>F</i>(6, 142.7) = 2.2, <i>p</i> = 0.048] indicated that the treatments resulted in different outcomes, with best results again for CBT-E in particular in episodic depression. Responder rates indicated significant improvements (56% in both CBT arms, 34% in the CBASP arm, 3.4% in WL; intention-to-treat samples). As compared to CBASP, response rates were significantly higher for CBT-E (OR = 2.48; 95% CI = 1.02–6.00) and CBT-M (OR = 2.46; 95% CI = 1.01–6.01). <b><i>Conclusions:</i></b> CBASP was more effective than WL, but less effective than the 2 CBT arms. This was mainly caused by an advantage of CBT interventions in episodic depression.
DOI: 10.17632/39bb2273yz
title: Antigen presentation dynamics shapes the response to emergent variants like the Omicron strain of SARS-CoV-2 after multiple vaccinations with the wild type strain

description: This repository contains original code created for the study titled "Antigen presentation dynamics shapes the response to emergent variants like the Omicron strain of SARS-CoV-2 after multiple vaccinations with the wild type strain" by Yang, Van Beek, Wang, Muecksch, Canis, Hatziioannou, Bieniasz, Nussenzweig, and Chakraborty in Cell Reports (2023). The raw data from simulations can be downloaded from the following link: https://mitprod-my.sharepoint.com/:u:/g/personal/leerang_mit_edu/EdtAr52PD-5IoVeTmPcYGXEBVk8vmUmOnXmwJ6IIxzIL_A?e=2DlfJh The dataset is very large (111 GB) and exceeds the Mendeley Data storage limit.
DOI: 10.17632/94s687fvdp
title: Dataset: How Different Genders Use Profanity on Twitter?

description: File 01 - a summary table of keywords used to crawled those tweets in File 02 In this file, we summaries the keywords that used to obtain the 102464 tweets that we refer to the first study from this article- https://dl.acm.org/doi/abs/10.1145/3193077.3193078 File 02 - All the Original tweets that were collected using the keywords from File 01 File 03 - All the processed tweets categories by location File 04 - All the Public and Targeted Male and Female set of Tweets For File 01, the method to obtain the set of keywords is descript in this article https://dl.acm.org/doi/abs/10.1145/3193077.3193078 Phoey Lee Teh, Chi-Bin Cheng, and Weng Mun Chee. 2018. Identifying and Categorising Profane Words in Hate Speech. In Proceedings of the 2nd International Conference on Compute and Data Analysis (ICCDA 2018). Association for Computing Machinery, New York, NY, USA, 65–69. DOI:https://doi.org/10.1145/3193077.3193078 For File 04, the result is published in this article, kindly refer https://dl.acm.org/doi/abs/10.1145/3388142.3388145 Phoey Lee Teh, Chi-Bin Cheng, and Weng Mun Chee. 2018. Identifying and Categorising Profane Words in Hate Speech. In Proceedings of the 2nd International Conference on Compute and Data Analysis (ICCDA 2018). Association for Computing Machinery, New York, NY, USA, 65–69. DOI:https://doi.org/10.1145/3193077.3193078
DOI: 10.6084/m9.figshare.28594295.v1
title: Raman-ChEMBL-part2

description: Raman-ChEMBL-part2
DOI: 10.6084/m9.figshare.29093915.v2
title: data for catena

description: The catchment info dataset includes annual meteorological and hydrological data. The FBVs dataset contains information about flat-bottomed valleys. The Sediment_ER_CD dataset provides rating curves and sediment load for the CD gauging station, while Sediment_NX_AL contains corresponding data for the NX gauging station.
DOI: 10.17632/rwr75f68jc
title: Crockford Proterozoic Triple Oxygen Isotopes

description: Triple oxygen isotope compositions of sedimentary sulfate (∆’17O) have been applied as a tracer of past primary productivity, pO2 and pCO2. However, large intraformational variability of ∆’17O signatures and debate surrounding how they are produced and eventually preserved has limited the understanding of this important geochemical record. Here we explore depositional controls on ∆’17O signatures of mid-Proterozoic (≈2.0-1.0 Ga) sulfates. We identify a clear depositional control on the magnitude of preserved ∆’17O sulfate signatures, with Proterozoic terrestrial environments preserving the most negative and variable signatures and marine environments displaying values near modern marine sulfate with less overall variability. Our results strongly suggest that local depositional settings influence the magnitude of preserved ∆’17O signals, and the processes within those environments drive much of the observed intraformational variability. Finally, this analysis suggests that ∆’17O signatures in concert with sedimentological observations may offer a powerful tool to identify basin restriction and non-marine settings throughout the geologic record.
DOI: 10.17632/tdmmyzz9wv
title: Dark Matter and Dark Energy

description: I have been working on the fundamental laws of physics for a long time. During this time, I realized that gravity does not work like Newtonian and this misleads us into Dark Matter. The relationship between distance and gravitational force varies with distance. Gravitational properties vary for every point in empty space and have some limits. The gravity equation varies with some value between $1/r$, $1/r^2$ or $1/r^4$ for the farthest or closest available distance. However, empty space also has a gravitational and expansion effect. This study aims to analyze and discuss these two phenomena.
DOI: 10.6084/m9.figshare.29124149.v1
title: Additional file 1 of A resource description framework (RDF) model of named entity co-occurrences in biomedical literature and its integration with PubChemRDF

description: Additional file 1. A tab-separated-values (TSV) file containing chemicals mentioned in this paper.
DOI: 10.17632/79rw43rr7m
title: Source_Data_File_"Potential Impacts of Diversification of Food Retail Working Hours on Consumer Behaviour and the Benefits for Local Producers"

description: Source data files of the article "Potential Impacts of Diversification of Food Retail Working Hours on Consumer Behaviour and the Benefits for Local Producers"
A quantitative research approach was applied to examine the aspects of Latvian consumers' food purchasing behaviour and the role of supermarkets as food outlets, as well as the consumers' views on the potential closure of supermarkets on Sundays or the reduction of the opening hours on weekends to identify key trends in society rather than focusing on individual specific cases. The data collection method was a survey, and a questionnaire was designed for it. The questionnaire included 31 items for the quantitative measurement of consumer behaviour, values, and opinions and seven items for identifying consumers' socio-demographic status.
DOI: 10.17632/cc5h2j9w68
title: Vehicle images dataset for the vehicle make and model recognition

description: The dataset contains JPEG images of vehicles. It has a total of 3858 images which is divided into 80 percent training set and 20 percent of testing set. This dataset can be used for vehicle make and model recognition.
DOI: 10.6084/m9.figshare.23578122.v1
title: Supplementary Material for: CureGN-Diabetes Study: Rationale, Design, and Methods of a Prospective Observational Study of Glomerular Disease Patients with Diabetes

description: Glomerular diseases (GDs) represent the third leading cause of end stage kidney disease (ESKD) in the U.S.. Diabetes was excluded from the CureGN Study, an NIH/NIDDK-sponsored observational cohort study of four leading primary GDs: IgA nephropathy (IgAN), membranous nephropathy (MN), focal segmental glomerulosclerosis (FSGS), and minimal change disease (MCD). CureGN-Diabetes, an ancillary study to CureGN, seeks to understand how diabetes influences the diagnosis, treatment, and outcomes of GD. It is a multicenter, prospective cohort study, targeting an enrollment of 300 adults with prevalent type 1 or type 2 diabetes and MCD, FSGS, MN, or IgAN, with first kidney biopsy obtained within 5 years of enrollment in 80% (20% allowed if biopsy after 2010). CureGN and Transformative Research In DiabEtic NephropaThy (TRIDENT) provide comparator cohorts. Retrospective and prospective clinical data and patient reported outcomes are obtained. Blood and urine specimens are collected at study visits annually. Kidney biopsy reports and digital images are obtained, and standardized pathologic evaluations performed. Light microscopy images are uploaded to the NIH pathology repository. Outcomes include relapse and remission rates, changes in proteinuria and estimated glomerular filtration rate, infections, cardiovascular events, malignancy, ESKD and death. Multiple analytical approaches will be used leveraging the baseline and longitudinal data to compare disease presentation and progression across subgroups of interest. With 300 patients and an average of 3 years of follow-up, the study has 80% power to detect a HR of 1.4-1.8 for time to complete remission of proteinuria, a rate ratio for hospitalizations of 1.18-1.56 and difference in eGFR slope of 6.0-8.6 ml/min/year between two groups of 300 participants each. CureGN-Diabetes will enhance our understanding of diabetes as a modifying factor of the pathology and outcomes of glomerular diseases and support studies to identify disease mechanisms and improve patient outcomes in this understudied patient population.
DOI: 10.6084/m9.figshare.25681089.v1
title: ITS

description: This items contains the raw OTU table, from ITS sequences, used to analyze the fungal communities associated with the Crop Wild Progenitors (CWP) of nine of the most important crop species. The project involves a global sampling of rhizosphere and bulk soil of CWPs along environmental gradients (i.e. covering a wide range of conditions).DB_BS-RS.xlsx file within the Metadata item contains all the necessary information regarding files and the associated metadata.
DOI: 10.17632/x9frhhy7d4
title: Serum Metabolome Alterations in Patients with Nonalcoholic Fatty Liver Disease 

description: Supplementary Data S1: In the negative mode the raw data of metabolites of all participants (149NAFLD and 149HCs).
Supplementary Data S2: In the positive mode the raw data of metabolites of all participants (149NAFLD and 149HCs).
Supplementary Data S3: Metabolites detected(100NAFLD and 100HCs) in the negative mode in the training set.
Supplementary Data S4: Metabolites detected in the positive mode in the training set(100NAFLD and 100HCs).
Supplementary Data S5: Differential metabolites between NAFLDs and healthy controls in discovery set.
Supplementary Data S6: Differential metabolites between NAFLDs and healthy controls in validation set.
Supplementary Data S7: Calculated data for volcanic maps.
Supplementary Data S8: Metabolite classification analysis.
Supplementary Data S9：metabolites correlation coefficient.
Supplementary Data S10：p-value of metabolites.
Supplementary Data S11：Brite A of KEGG brite Database.
Supplementary Data S12：Brite B of KEGG brite Database.
Supplementary Data S13：Brite C of KEGG brite Database.
Supplementary Data S14：KEGG metabolic pathway information sheet.
Supplementary Data S15：Results of differential metabolite KEGG enrichment analysis.
Supplementary Data S16：Results of KEGG pathway topological analysis of the differential metabolites.
Supplementary Data S17：32 serum metabolite markers
Supplementary Data S18：p-value of Spearman correlation analysis.
Supplementary Data S19：rho-value of Spearman correlation analysis.
DOI: 10.6084/m9.figshare.22179643.v1
title: Mindfulness and resilience_Raw data

description: Here is the raw data for our article (The relationship between trait mindfulness and resilience: A meta-analysis).
DOI: 10.6084/m9.figshare.3564924.v1
title: Appendix A. List of studies compiled in the global database of vertical root profiles.

description: List of studies compiled in the global database of vertical root profiles.
DOI: 10.6084/m9.figshare.21936342.v1
title: RNA-seq transcriptomics and metabolomics in three poultry breeds

description: <em> Chickens are remarkably versatile animals that are used as model organisms for biomedical research. </em>
DOI: 10.6084/m9.figshare.28921538.v2
title: <b>Do AI dream of holding a painting brush?</b>How do AI image generators affect visual creators.

description: <b>INM317 Design Justice Module (2024-2025)</b>
DOI: 10.17632/h7v7sss84n
title: Health Outcomes post RTI in Rwanda Data Set

description: To determine the factors contributing to health outcomes post road traffic orthopedic injuries in Rwanda.
DOI: 10.17632/sk4jsjc6p9
title: phq: A Fortran code to compute phonon quasiparticle properties and dispersions

description: We here introduce a Fortran code that computes anharmonic free energy of solids from first-principles based on our phonon quasiparticle approach. In this code, phonon quasiparticle properties, i.e., renormalized phonon frequencies and lifetimes, are extracted from mode-projected velocity auto-correlation functions (VAF) of modes sampled by molecular dynamics (MD) trajectories. Using renormalized frequencies as input, the code next constructs an effective harmonic force constant matrix to calculate anharmonic phonon dispersions over the whole Brillouin zone and thus the anharmonic free energy in the thermodynamic limit (N -&gt; infinity). A detailed description of all the input parameters and the subroutines is provided as well. We illustrate the use of this code to compute ab initio temperature-dependent anharmonic phonons of Si in the diamond structure.
DOI: 10.6084/m9.figshare.15113490.v2
title: GrazerAssemblageBiomass.csv

description: Grazer assemblage biomass (g/m<sup>2</sup>) at the intertidal rocky shore of central Chile. a) High, b) Middle, and c) Low tidel zones (mean + SE).
DOI: 10.6084/m9.figshare.27151248.v1
title: ‘Visualising Peace’ Qualitative Participant Data Summary

description: Visualizing Peace, is a youth participatory film-making action research project in Rwanda, part of the larger Mobile Arts for Peace (MAP) applied research project (2020-2024). Through a series of collaborative creative workshops, participant-led forums, and practical tutorials, policy briefs were transformed into three co-produced films on the topic of youth mental health in Rwanda. Tracking tools were implemented to measure change at points through the project. As part of the wider MAP project a range of MEL tools were developed by a central MAP team. These were facilitated by the MAP youth advisory board members, together with adult allies and took place across all of the MAP medium grant projects.Our projects select the tools appropriate for their contexts. Excerpts from the data collected through these wellbeing tools are included in this document. For more information about the Mobile Arts for Peace MEL tools please visit:https://map.lincoln.ac.uk/themes-and-approaches/mel/<br>
DOI: 10.6084/m9.figshare.3528173.v1
title: Appendix A. Maps showing the location of recruitment experiment in San Juan de la Costa, Mexico.

description: Maps showing the location of recruitment experiment in San Juan de la Costa, Mexico.
DOI: 10.6084/m9.figshare.5127439.v1
title: Supplementary Material for: Synthesis and Physicochemical Characterization of D-Tagatose-1-Phosphate: The Substrate of the Tagatose-1-Phosphate Kinase in the Phosphotransferase System-Mediated D-Tagatose Catabolic Pathway of <b><i>Bacillus licheniformis</i></b>

description: We report the first enzymatic synthesis of D-tagatose-1-phosphate (Tag-1P) by the multicomponent phosphoenolpyruvate:sugar phosphotransferase system (PEP-PTS) present in tagatose-grown cells of <i>Klebsiella pneumoniae</i>. Physicochemical characterization by <sup>31</sup>P and <sup>1</sup>H nuclear magnetic resonance spectroscopy reveals that, in solution, this derivative is primarily in the pyranose form. Tag-1P was used to characterize the putative tagatose-1-phosphate kinase (TagK) of the <i>Bacillus licheniformis</i> PTS-mediated D-tagatose catabolic pathway (<i>Bli</i>-TagP). For this purpose, a soluble protein fusion was obtained with the 6 His-tagged trigger factor (TF<sup>His6</sup>) of <i>Escherichia coli</i>. The active fusion enzyme was named TagK-TF<sup>His6</sup>. Tag-1P and D-fructose-1-phosphate are substrates for the TagK-TF<sup>His6</sup> enzyme, whereas the isomeric derivatives D-tagatose-6-phosphate and D-fructose-6-phosphate are inhibitors. Studies of catalytic efficiency (k<sub>cat</sub>/K<sub>m</sub>) reveal that the enzyme specificity is markedly in favor of Tag-1P as the substrate. Importantly, we show in vivo that the transfer of the phosphate moiety from PEP to the <i>B. licheniformis</i> tagatose-specific Enzyme II in <i>E. coli</i> is inefficient. The capability of the PTS general cytoplasmic components of <i>B. subtilis</i>, HPr and Enzyme I to restore the phosphate transfer is demonstrated.
DOI: 10.17632/d63f7yzk3j
title: 2023_MBL_western_blots_translatome_manuscript

description: The files contained herein are the original, unmodified western blots shown as panels in the main and supplementary figures for the manuscript.