cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/pwkdwprv3j.3
title: Algorithm for constrained multi-objective land use allocation optimization under uncertainty

description: This dataset describes the software and data to quantify uncertainty in Pareto fronts arised from spatial data. This dataset contains the Python code for a multi-objective land use allocation optimization under uncertainty. The program is an extension to CoMOLA from Strauch et al. 2019 (https://doi.org/10.1016/j.envsoft.2019.05.003). For a detailed description of CoMOLA, we refer to the article. Before executing CoMOLA under uncertainty, extreme lower and upper bound samples need to be generated from the land use and soil fertility map with quantified uncertainty. That preprocessing is described reproducable with the following Mendeley Dataset: Hildemann, Moritz Jan; Verstegen, Judith (2021), “Sampling procedure of land use and soil fertility map under uncertainty”, Mendeley Data, V3, doi: 10.17632/6x6cccfc4x.3. For every produced extreme sample, CoMOLA needs to be performed with the corresponding land use and soil fertility map. As the computational effort and computation time are high (15-20 hours) and ten optimizations were performed for every extreme sample, the runs were performed in parallel on a high-performance Linux cluster (MEGWARE cluster with 15.120 cores, 412 nodes and Intel Xeon Gold 6140 18C 2.30GHz processors). The program is executable for Python 3.7 and 3.8 in a Linux environment. The changes compared to CoMOLA include: an update to Python 3.8, removal of R components in objecting the objective values, and the implementation of a seeding procedure to inject single-objective optima into the first generation of the Genetic Algorithm. The seeding procedure allowed faster and better convergence. The generated Pareto fronts can be used postprocessing to quantify the uncertainty in objective and solution space. Pseudo-random states are used to assure reproducibility despite the stochastic processes.
DOI: 10.17632/6x6cccfc4x.3
title: Sampling procedure of land use and soil fertility map under uncertainty

description: The dataset is composed of input data, the code to process the data and the output data from a sampling procedure for spatial data. The sampling procedure is used to derive samples, that result in extreme lower and upper bound single-objective values. The extreme lower and upper bound samples are used to approximate the extreme Pareto fronts when performing the multi-objective optimization with the samples as input data. To the input data belong a land use map, a patch ID map, a soil fertility map and an uncertainty map, which all have 10*10 cells. In addition, two matrices are included. One matrix defines transition constraints for the land uses of the land use map, the second matrix defines related classification accuracies per land use. The land use map, patch ID map, transition matrix and soil fertility map were reused from the CoMOLA project, produced for research from Strauch et al. 2019 (https://doi.org/10.1016/j.envsoft.2019.05.003). The outputs are divided into three categories. One category is about creating samples from the uncertain land use map with the original soil fertility map. The second category is about creating samples from the uncertain soil fertility map with the original soil fertility map. The third category is about creating samples from both uncertain maps combined. For the first category, the land use maps and the corresponding patch ID maps were stored that resulted in extremely low or high objective values of habitat heterogeneity, forest species richness, crop yield and water yield from 1000 samples (computation time: &lt;1 minute). For category 2, the soil fertility maps are stored that resulted in extremely low and high crop yield objective values with the original land use map were stored from 1000 samples, because the soil fertility map only influences the objective crop yield (computation time: &lt;10 seconds). For category 3, two different soil fertility maps and two different land use map with the corresponding patch ID maps that lead to the extreme lower and upper bound crop yield values are stored. Here, the 1000 samples of category 1 and 2 are reproduced and each sampled land use map is evaluated against every sampled soil fertility map (computation time: ~2 hours). For convenience, additional pickle files were saved containing extreme solutions, extreme objective values and extreme objective values per iteration of the sampling procedure to plot the progression. The execution of the Python script SpatialSampling.py (Python 3.8) needs to be executed to reproduce the sampling procedure. After the simulations, plots are generated in case that the boolean parameter "show_visualizations" (beginning of script) is set to True. Pseudo-random states are used to assure reproducibility despite the stochastic processes.
DOI: 10.17632/63vhbkndns.1
title: The dataset for bibliometric analysis of economics and business research trends in Vietnam

description: All scientiﬁc publications of Vietnam were refined by Scopus to the “Economics, Econometrics and Finance” and “Business, Management and Accounting” categories
DOI: 10.17632/n5zzx5m9c9.1
title: Domestic electrical and hot water load profiles

description: The attached document includes the description and method to produce domestic electrical and hot water load profiles.
DOI: 10.17632/2pdc6m9gn4.2
title: Data : the effects of cellulase treatments on pink guava by-products

description: The solid waste generated from pink guava (Psidium guajava L.) puree processing is fiber-rich and it has limited nutrient digestibility and bioavailability. We investigated the effect of cellulase on structure-fermentability of the by-products, namely Refiner, Siever and Decanter. We removed most of the soluble sugar from the by-products, then estimated the hydrolysis of the different guava by-products by comparing the reducing sugar content in the effluent after treatment (1). We tested the sugar content in the distilled water used to wash the guava by-products by using the 3,5 dinitrosalicylic acid assay (2). We applied cellulase treatment on the by-products (Refiner, Siever and Decanter) and separated them into ethanolic extract (EEC) and alcohol insoluble fiber (AIF). We determined total soluble carbohydrate content and the molecular weight distribution of the soluble carbohydrates and prebiotic activity of the EEC. We also quantified the bile acid-binding capacity, and structural properties of the AIF. Cellulase treatment has led to the dissolution of the insoluble fiber (3). Siever and decanter showed a increase in total soluble carbohydrate content after cellulase treatment (4). Molecular weight distribution profile of soluble carbohydrates in the EEC showed a shift from high to low (5). The EEC of all cellulase-treated guava by-products exhibited higher prebiotic activity scores compared to those of the untreated samples (6). Cellulase treatments also affected crystallinity index as observed through X-ray crystallography analysis (7). Changes in the structure lattice were manifested as an improved capacity in binding bile acids (8). 1. Hydrolysis extent of guava by-products 2. Reducing sugar content in 1st washing and 2nd washing of the guava by-products. 3. Alcohol Insoluble Fiber (AIF) Yield 4. Total soluble carbohydrate content in the ethanolic extract (EEC) 5. Molecular weight distribution of soluble carbohydrates in different guava by-products. 6. Prebiotic activity score (raw data) 7. X-ray diffraction data of untreated and cellulase-treated guava by-products. 8. Bile-acid binding capacity
DOI: 10.17632/8hw49ghkkb.2
title: Data set on Intellectual Capital in Indian Academic Research

description: This data set has been collected for the purpose of examining intellectual capital in an academic research context. The data set has been collected among faculty members of higher educational institutions.
DOI: 10.17632/kmwhj7y3vg.1
title: The Role of Environmental Commitment and Psychological Well-being in the Relationship between Spirituality, Environmental Attitude and Positive Youth Development

description: The goal of this study was to shed further light into the dynamics of relationship between spirituality and positive youth development. We examined the role of environmental commitment and psychological well-being. SEM analysis showed that spirituality has significant effect on environmental commitment and psychological well-being and both these could mediate effect of spirituality on positive youth development.
DOI: 10.17638/datacat.liverpool.ac.uk/1280
title: Data for "Subject-specific muscle properties from diffusion tensor imaging significantly improve the accuracy of musculoskeletal models"
DOI: 10.17632/z6b4s244ry.1
title: Deletion of intestinal SHP impairs short-term response to cholic acid challenge in male mice.

description: Supplemental Data and Figures for: Title: Deletion of intestinal SHP impairs short-term response to cholic acid challenge in male mice. Authors: James T Nguyen1a, Ryan R Riessen1a, Tongyu Zhang2, Colin Kieffer2, and Sayeepriyadarshini Anakk1,3b Affiliations: 1Department of Molecular & Integrative Physiology, 2Department of Microbiology, 3Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL.
DOI: 10.17632/df2wkwgxym.2
title: Source csv Data to Accompany: Geospatiotemporal and Causal Inferential Epidemiological Survey and Exploration of Cannabinoid- and Substance- Related Carcinogenesis in USA 2003-2017.

description: csv data files to accompany R script for paper of same title.
DOI: 10.17632/vbfvk9xtr9.1
title: Do children bank with same company that their parents do?

description: This study looks to investigate whether the majority of children now bank with the same company that their parents do/did.
DOI: 10.17632/5s372jw9dm.1
title: Books

description: Preview Buku K3 Keselamatan dan Kesehatan Kerja Preview Buku Teknologi Pembangkit I Preview Buku Buku Saku Literasi Informasi Detail Buku silakan kunjungi: https://www.google.co.id/books/edition/Buku_Saku_Literasi_Informasi/D04iEAAAQBAJ?hl=id&gbpv=0 https://www.google.co.id/books/edition/Teknologi_Pembangkit_I/a7QXEAAAQBAJ?hl=id&gbpv=0 https://www.google.co.id/books/edition/K3_Keselamatan_dan_Kesehatan_Kerja/JBEVEAAAQBAJ?hl=id&gbpv=0
DOI: 10.17632/5s372jw9dm.2
title: Books

description: Preview Buku K3 Keselamatan dan Kesehatan Kerja Preview Buku Teknologi Pembangkit I Preview Buku Buku Saku Literasi Informasi Detail Buku silakan kunjungi: https://www.google.co.id/books/edition/Buku_Saku_Literasi_Informasi/D04iEAAAQBAJ?hl=id&gbpv=0 https://www.google.co.id/books/edition/Teknologi_Pembangkit_I/a7QXEAAAQBAJ?hl=id&gbpv=0 https://www.google.co.id/books/edition/K3_Keselamatan_dan_Kesehatan_Kerja/JBEVEAAAQBAJ?hl=id&gbpv=0
DOI: 10.5281/zenodo.4736913
title: Validation of C3S v202012 vs C3S v201912 vs ERA5 v20190613

description: QA4SM validation of soil moisture data: C3S v202012 vs C3S v201912 vs ERA5 v20190613. URL: https://qa4sm.eu/result/e9a9d43a-deac-4ea5-bbcb-855065fbbeb8/. Produced on QA4SM (https://qa4sm.eu)
DOI: 10.5281/zenodo.4736912
title: Validation of C3S v202012 vs C3S v201912 vs ERA5 v20190613

description: QA4SM validation of soil moisture data: C3S v202012 vs C3S v201912 vs ERA5 v20190613. URL: https://qa4sm.eu/result/e9a9d43a-deac-4ea5-bbcb-855065fbbeb8/. Produced on QA4SM (https://qa4sm.eu)
DOI: 10.17632/bgfxnmr58c.1
title: LMC-Metabolomics-HILIC-RPLCneg

description: Original unprocessed data.
DOI: 10.17632/h87tr4kw4f.1
title: LMC-FlowCytometry-MRM

description: Original unprocessed data
DOI: 10.17632/mr67ypvs2d.1
title: EFFECTIVENESS OF HEALTH PROMOTION MODEL-BASED TRAINING IN ACUTE CORONARY SYNDROME PATIENTS

description: This experimental research was conducted using pre-test post-test control group research design to examine the effect of Health Promotion Model (HPM) based health promotion training (HPT) on gaining healthy lifestyle behaviors, medication compliance, and self-efficacy of Acute Coronary Syndrome (ACS) patients. The tools used in the research are as follows: Patient Follow-up Form, Health-Promoting Lifestyle Profile II (HPLP-II), Beliefs About Medication Compliance Scale (BMCS), General Self-Efficacy Scale (GSE), Control Form for Follow-up, Training Manual, and Training Presentation.
DOI: 10.17632/hvmxhjtzm9.1
title: Cardiovascular risk assessment using ASCVD risk score in fibromyalgia – A single centre, retrospective study using “traditional” case-control methodology and “novel” machine learning.

description: The objective of the current study is to compare the cardiovascular risk using AtheroSclerotic CardioVascular Disease (ASCVD) risk score in fibromyalgia patients versus normal controls as a traditional case-control study as well as apply supervised ML method for the development and training of a classification model to help predict the ASCVD risk category in fibromyalgia patients. 139 patients with fibromyalgia who visited the rheumatology out-patient department of the Quaternary centre in South India from 1st September 2016 to 31st January 2019; and who satisfied the inclusion criteria were included in the study. Fibromyalgia Impact Questionnaire Revised (FIQR) and Brief Pain Inventory (BPI) along with routine clinical and biochemical data of were included for analysis. 10 year and Lifetime mortality risk factors were analyzed using case control and supervised machine learning algorithms.
DOI: 10.17632/sp36ghdx9k.1
title: Winter wheat FHB 2017-2019

description: Data on resistance of winter wheat breeding lines to FHB and toxin accumulation from three experimental years 2017 - 2019 and two loacations (Poznań, Radzików).
DOI: 10.17632/t8r8zvymdh.1
title: Relationship between mental health and self-efficacy of female students in online learning in COVID-19 context: Data of Vietnam

description: This dataset presents the mental health and self-efficacy of Vietnamese female students who have learned online during the COVID-19 pandemic has spread. The questionnaire was proposed based on three scales including the Fear of Covid-19 scale, the mental health scale, and the general self-efficacy scale. The survey was conducted on an online platform using the questionnaire of 48 items to collect the information of participants’ characteristics and their fear, mental health (depression, anxiety, stress), self-efficacy in the Covid-19 pandemic context. The dataset contained 652 valid responses.
DOI: 10.17632/4x5k9hsfrf.1
title: Data for Killen et al The Effect of Metabolic Phenotype on Sociability and Social Group Size Preference in a Coral Reef Fish

description: Although individuals within social groups experience reduced predation risk and find food patches more consistently, there can be competition for food among group mates. Individuals with a higher standard metabolic rate (SMR) may be less social, to prioritise food acquisition over defense, while greater maximum metabolic rate (MMR) may modulate sociability through increased competitive ability. Therefore, in theory, individuals with a higher SMR may prefer smaller groups and those with greater MMR may prefer larger groups. We examined links among metabolic phenotype, sociability, and choice of group size in the redbelly yellowtail fusilier Caesio cuning. Individuals were exposed to three association tests: (1) a choice between two fish or zero fish; (2) a choice between five fish or zero fish; and (3) a choice between two fish and five fish. The first two tests quantified sociability while the third measured group size choice. Although there was no link between SMR and sociability, fish with a higher MMR were more social than those individuals with a lower MMR. While no correlation was found between MMR and group size choice, there was weak evidence that, if anything, individuals with a higher SMR preferred larger groups, contrary to our hypothesis. As C. cuning is an active fish that spends a large proportion of time operating above SMR, this result could suggest that the links between sociability and SMR may shift depending on the species´ routine behaviour. Links between sociability and MMR may arise if competitive ability allows individuals to obtain resources within groups. Although metabolic traits had no significant influence on group size choice, variation in food availability or predation risk could alter the effects of metabolism on group size choice.
DOI: 10.17632/z55zytpy3p.3
title: The origin of post-spreading magmatism in the South China Sea and surrounding area

description: Table S1 Chemical and isotopic compositions for the South China Sea seamount lavas Table S2 Major and trace element contents and He isotope compositions for the South China Sea seamount glass Table S3 Major element compositions of melt inclusion in olivine from the South China Sea seamount lavas Table S4 Major and trace element compositions of olivines analyzed by EPMA (wt. %) and LA-ICP-MS (ppm) Table S5 Chemical compositions of spinel inclusions and their host olivines analyzed and calculated Al-in-ol-sp temperatures and log(fO2) FMQ. Table S6 U-Th-Pb isotopic ratios and ages, Hf isotopes of zircons Table S7 Compositions of International standards
DOI: 10.17632/7cy8bcpt8n.1
title: SANTANDER MASSIF

description: Determine the importance of the tectonic control in the exhumation and uplift of Santander Massif from Eocene to late Miocene; and assess if erosion (unloading) also played an important role in the history of exhumation and uplifting of Santander Massif during this time. A compilation of published and new apatite and zircon fission-track and (U-Th)/He cooling ages along a transect between the Bucaramanga and the Guaicáramo faults is presented here to support the interpretation of Pre-Pleistocene episodic exhumation and deformation during the evolution of the central part of the Santander Massif's. The Pamplona Wedge controls the structural evolution of the central part of the Santander Massif producing a set of north to south trending transpressional faults and curved oblique faults with a dextral (NE-SW) and sinistral (NW-SE) slip component in a regional framework developed by indentation tectonics. The whole database points to three tectonic events: (i) exhumation during the Late Cretaceous, (ii) exhumation and uplifting of the western flank of the Santander Massif from Eocene to early Miocene times, and (iii) exhumation and uplifting associated to increasing deformation toward the central part of the Santander Massif from late Miocene to Recent times. The first phase was associated with shortening and reactivation of intraplate structures as consequence of the interaction of the Nazca, Caribbean Plate and South America Plates. The second phase was related to tectonic activity of the Bucaramanga Fault and structures as the Suratá Fault, in turn caused by the onset and final closure of the collision of the Panamá-Chocó Block; this phase was characterized by fast erosion with isostatic response of the massif. The third phase was related to westward motion of the Pamplona Wedge. Our and published thermochronological data agree with quantitative geomorphological and structural data suggesting that the current geomorphology reflects the tectonic control from the late Miocene to the Recent, associated with the most recent phase of exhumation, surface uplift and rejuvenation of deformation toward central part of the Santander Massif.
DOI: 10.17632/mgd4h2vnzd.7
title: Dataset on business managers' perceptions of cloud computing adoption

description: This is analytical proofs and raw data for research article, “The Influence of Dependability in Adopting Cloud Computing: Focus on Similarities and Differences by IT Intensity and Service Type”. The original study explored the role of a multi-faceted dependability in cloud computing adoption, focusing on clarifying the similarities and differences by IT intensity (by industry) and service type. This article is consists of analytical proofs, measurement items, analytic tables, and raw data. Files included are as follows. ○ File 1 - Title: Details of prior studies on cloud computing adoption - Description: This file presents a review of seventy-nine studies (2010 to 2020) that focused on the adoption of cloud computing adoption at both individual and organizational level. ○ File 2 - Title: Measurement items - Description: This file reports details of the measurement items used in the original research article. ○ File 3 - Title: Results of measurement invariance and multicollinearity test - Description: This file shows the results of measurement invariance and Multicollinearity test. ○ File 4 - Title: Analytic Proof - Description: This file shows summary table for prior studies (56) on cloud computing adoption, reliability and convergent validity, discriminant validity, Tables for R2, Q2 and f2, effect size (f2) differences, and path differences. ○ File 5 - Title: data - Description: This file contains raw data for the original study: 230 samples were used for its analysis.
DOI: 10.17632/hzgysvg55k.1
title: International visitors and misery index in Mexico

description: We present the data to compute the compensated misery index proposed by Hortalà and Rey (2011), and the number of international visitors in Mexico. Besides, in the Excel document named “misery index” we present our computation of such an index. These data were used to estimate a bivariate SVAR model that aims to analyze the effect of the arrival of international visitors to Mexico on the misery index. Likewise, we present the dummy variables that were introduced as exogenous variables in the SVAR model. Finally, we are also sharing an EViews file with the series used to compute the model, and the model we have estimated.
DOI: 10.17632/ky8kjsyb24.2
title: Supplemental files - Clinical characteristics and long-term outcome of 223 patients with mycosis fungoides at a single tertiary center in Korea: A 29-year review

description: Supplemental files for “Clinical characteristics and long-term outcome of 223 patients with mycosis fungoides at a single tertiary center in Korea: A 29-year review”
DOI: 10.17632/k33vwbdfsn.1
title: Broad Auto-Reactive IgM Responses are Common in Critically Ill Patients Including Those with COVID-19

description: These are raw output data from human proteome microarrays designed to screen for Ig targets. Data were generated by CDI Laboratories Incorporated (https://cdi.bio), using the HuProt™ service. Data are de-identified from human samples and other personal descriptors. Samples were obtained from patients who were patrons of Emory Healthcare facilities. These data describe five patients who developed severe COVID19 disease and were admitted to ICU (COVID ICU Patients), four healthy control subjects (Healthy Controls) and three patients who were admitted into the ICU for non-COVID related respiratory distress.
DOI: 10.17632/xh7mxz69mz.1
title: LMC-Metabolomics-RPLCpos-original-microscopyimages

description: Original unprocessed data
DOI: 10.17632/pz8893jzgk.1
title: SepF is the FtsZ anchor in archaea, with features of an ancestral cell division system

description: SUPPORTING DATA: Data from the manuscript of Pende N, Sogues A, et al., "SepF is the FtsZ anchor in archaea, with features of an ancestral cell division system” 1-ALIGNMENTS/ Alignments used to reconstruct the FtsZ, FtsA and SepF phylogenies presented in the manuscript. For each protein, there are separate alignments for Bacteria and Archaea. For FtsZ and SepF there are also alignments that include both Bacteria and Archaea. 2-ALIGNMENTS_TRIMMED/ Trimmed version of the alignments in 1-ALIGNMENTS. 3- TREES/ Trees reconstructed from the alignments in 2-ALIGNMENTS_TRIMMED. For each tree, there is: 3.1-NEWICK/ The newick file (.treefile) 3.2-PDF_UNCOLLAPSED/ A corresponding figure in .pdf format. 3.3-PDF_COLLAPSED/ A corresponding figure in .pdf format, with monophyletic taxa corresponding to the same phylum collapsed. 4-CTDs/ FtsZ C-terminal domain alignments and WebLogos.
DOI: 10.17632/6b43zsj55w.2
title: (Dataset) Accessibility in Mobile Applications: Systematic literature review

description: Contains the data set of the Literature Review of native mobile applications considering sensory, motor, and cognitive disabilities.