cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/t49cyrgtct.3
title: Dataset for "Coupling Reservoir Operation and Rainfall-Runoff Processes for Streamflow Simulation in Watersheds"

description: This dataset includes all code used to run and evaluate the coupled watershed models described in 'Coupling Reservoir Operation and Rainfall-Runoff Processes for Streamflow Simulation in Watersheds.'

Prior to model calibration and performance evaluation, the codes in Step_A_DataPreprocessing, and Step_B_CreateReservoirModels are to be run for creating set-up files. Outputs from the codes in both folders are already included in the dataset. Separate readme.txt files inside both folders describe each codes' application.

Within the root folder, "Simulating_Coupled_Models_And_Calibrating_ResIgnore_6.R" is run first to obtain data in the folders "All_Para_Perf" and "Behavioral_Paras_ResIgnore". 
"All_Para_Perf" contains .csv files with metrics quantifying the performance of 10,000 parameter sets generated via Latin Hypercube Sampling (from Step_A_DataPreprocessing). Each row in the .csv file corresponds to a parameter set. One .csv file is generated for each watershed.
"Behavioral_Paras_ResIgnore" contains .csv files with metrics quantifying the performance of models that ignore reservoir operation. One .csv file is generated for each reservoir.

"Analysis.R" generates the main results in the paper. All outputs from "Analysis.R" are in the folder "Results". Comments in the code (Analysis.R) describe each statement.

Apart from Analysis.R and Simulating_Coupled_Models_And_Calibrating_ResIgnore_6.R, all other codes in the root folder are function files. Each function's description is as follows:

Selecting_Bhv_Paras_2.R         -> To calibrate GDROM/DZTR models using criteria related to watershed outflow.
Selecting_Bhv_Paras_3.R         -> To calibrate GDROM/DZTR models using criteria related to watershed outflow with relaxed PBIAS criteria
PDSI_Monthly_To_Daily.R       -> Converts monthly PDSI data to daily values. Constant daily value within each month.
FlowSimulator.R                       -> The rainfall-runoff model; simulates natural streamflow.
GDROM_Simulator_5.R          -> Simulates releases using input inflow via GDROM.
DZTR_Simulator_2.R               -> Simulates releases using input inflow via DZTR.
ISTARF_Simulator.R                 -> Simulates releases using input inflow via ISTARF.
Hanasaki_Simulator.R              -> Simulates releases using input inflow via Hanasaki et al. (2006) model.
Wisser_Simulator.R                  -> Simulates releases using input inflow via Wisser et al. (2010) model.
Performance_Computer.R       -> Computes NSE, PBIAS and logNSE for observed and simulated time series.
LMoment_Error_Estimator.R  -> Computes errors in the estimates of L-moments from simulated time series
QuantileSummarizer_4.R        -> Creates a summary of performance metrics at 0%, 25%, 50%, 75% and 100% quantiles.
PlottingFDCs_Revision_2.R     -> Plots errors in the flow duration curve arising from parametric uncertainties.
DOI: 10.17632/xgtg6kvr2g.1
title: Nanotechnology Applications in Interior Design of hospitals to enhance thermal comfort and decrease the infection spread for the occupants

description: The interior design process, especially the selection of materials, plays a pivotal role in ensuring a hygienic and safe environment within healthcare facilities. Walls, floors, ceilings, and furniture materials are key elements that contribute to the overall design, impacting the well-being of patients. Recognizing the importance of this phase, a study was conducted to investigate the application of nano materials in healthcare facility interior design in Egypt.
DOI: 10.17632/xgtg6kvr2g.2
title: Nanotechnology Applications in Interior Design of hospitals to enhance thermal comfort and decrease the infection spread for the occupants

description: The interior design process, especially the selection of materials, plays a pivotal role in ensuring a hygienic and safe environment within healthcare facilities. Walls, floors, ceilings, and furniture materials are key elements that contribute to the overall design, impacting the well-being of patients. Recognizing the importance of this phase, a study was conducted to investigate the application of nano materials in healthcare facility interior design in Egypt.
DOI: 10.17632/v2pr9rbxyk.1
title: Experimental Database for Lateral-Torsional Buckling of Built-Up I-Section Members

description: This database is a compilation of experimental data for built-up I-section members governed by either compression flange yielding or lateral-torsional buckling per AISC 360-22. All the test specimens are three-plate welded singly or doubly symmetric I-section members in which the compression flange is prevented from lateral displacement at all load application points. In total, there are 111 uniform bending and 95 moment gradient tests collected from research investigations ranging from 1960 to 2023. 
The database is provided as an Excel (.xlsx) file containing six sheets: General Notes, References, Uniform Bending - Imperial, Moment Gradient - Imperial, Uniform Bending - SI, and Moment Gradient - SI. The General Notes sheet contains essential notes regarding the reported data, clarifications behind certain calculated values, and a loading configurations diagram summarizing the loading configurations used in the experimental tests. The References sheet contains the citations of the original sources of the experimental data summarized in the database. The Uniform Bending sheets contain the data for the uniform bending tests, and the Moment Gradient sheets contain the data for the moment gradient tests. Both data sets are provided in imperial and SI units. For the uniform bending tests, the specimen source, specimen name, cross-section details, measured plate yield strengths, loading configurations, unbraced lengths, effective critical unbraced lengths, critical buckling moments, experimental test results, and yield moments are reported. For the moment gradient tests, the moment gradient factor is reported in addition to all the parameters listed above.
DOI: 10.17632/6h77hn28p4.1
title: Temperature

description: This data presents the temperature recorded during one day in Coimbra, a city in center of Portugal.
DOI: 10.17632/6h77hn28p4.2
title: Temperature

description: This data presents the temperature recorded during one day in Coimbra, a city in center of Portugal.
DOI: 10.17632/8tz87ct5xk.1
title: BayesTS

description: This repository contains all the raw data relate to the BayesTS paper submission.
DOI: 10.17632/vtp68hrcwz.1
title: Neres2024

description: All references of the articles
DOI: 10.17632/242bpz8562.1
title: Replication package for “International Transmission of the U.S. Dollar Liquidity Shock: The Channel of FX Borrowing and Lending”

description: Replication package for the paper “International Transmission of the U.S. Dollar Liquidity Shock: The Channel of FX Borrowing and Lending” by Youngju Kim, Hyunjoon Lim, and Youngjin Yun
DOI: 10.17632/rdjgxgzymx.1
title: znpA amplicons

description: Fusobacterial zinc protease amplicons.
DOI: 10.17632/6j9gdnfffj.1
title: High-speed milling of thin-walled parts (HMoTP) dataset

description: This is a dataset for our accepted paper. If this dataset is useful for your research, please include our paper in your reference section:
[1] R. Wang, Q. Song, Y. Peng, et al. Toward digital twins for high-performance manufacturing: Tool wear monitoring in high-speed milling of thin-walled parts using domain knowledge, Robot Comput-Integr Manuf 2024;88:102723 https://doi.org/10.1016/j.rcim.2024.102723
DOI: 10.14459/2024mp1735126
title: Survey form to evaluate RDM guiding concepts and approaches.

description: During the course of study and research work participants are provided training and support
for managing their research data. At the end of training and support sessions, organisers usually conduct surveys to gather feedback and to
evaluate approaches and effectiveness.
This package of data contains survey form for the evaluation of training and support topics/contents, concepts and approaches which were
developed for in person, digital medium as well as for hybrid environment. The training and support activities were defined for the participants of large Collaborative Research Centres (CRC) e.g. TRR277 AMC (a CRC funded by German Research Council). Research workloads in such centres are usually distributed among various teams and institutions which may geographically be located at distinct locations. The participants come from different domains with varying skills and competencies. Researchers in these centres use and generate heterogeneous, large amount of data. Apart from maintaining data management plan (DMP), maintenance of metadata, compliance with particular research data policy and the use of specific information infrastructure are considered mandatory. In contrast to typical general guidance, training activities and courses which are usually based on theories, general purpose learning and qualification, the guiding and training activities in such projects/ settings are more oriented towards formal practices, quick adoption and implementation.
Form in this package contains questions relating to the activities for overall Research data management (RDM). For questions specifically relating to the Data management plans (DMP), please refer to the data package “Survey form to evaluate DMP guiding concepts and approaches” available at
 https://doi.org/10.14459/2024mp1735029 .
Form in this package is provided in two distinct file formats i.e. .pdf, .docx. The PDF file could be used for paper based survey. The MS Word i.e. .docx file can be edited and customised further as well as it can be used digitally to fill and save the responses. Please refer to the
README.txt file for further information. The contents of this form may also be conveniently adopted for Web/digital form applications. It may be noted that the form contains text specific to AMC settings. That text may be altered by the target groups as per their own preferences.
DOI: 10.17632/xc6tpjpgsd.1
title: Validation of the Dimensions of the Family Business Construct in Micro, Small, and Medium-Sized Enterprises in the Brazilian Context

description: This dataset contains data on the Family Business Construct in Micro, Small, and Medium-Sized Enterprises in the Brazilian Context
DOI: 10.17632/rky67kt6g9.1
title: Medicaid coverage for nonsteroidal topical atopic dermatitis treatment is often restrictive and variable across the United States

description: Supplemental table for study investigating nonsteroidal topical AD medication coverage in the United States under Medicaid plans.
DOI: 10.17632/t9whydyjnm.1
title: Cross-Sectional Validation and Adaptation of the Stress Scale in Iranian Medical Students

description: Participants and data collection procedures
The target population consisted of all third- and fourth-year medical students enrolled in Tehran universities in 2023, with a total number of 1880 based on the admission quotas of these universities (Table 1). The sample size was estimated based on the literature review on the minimum and maximum sample required for validation studies. Based on this, 100 students were selected for evaluating concurrent validity, 350 students for conducting exploratory factor analysis, 300 students for performing confirmatory factor analysis, and 150 students for assessing reliability (Sanjari & Soleimani, 2023).
A proportional stratified sampling technique was employed for sampling. In this technique, a sample with a size proportional to the population size of each stratum was drawn from each university and each academic year. The sample size of each stratum was calculated using the following formula: n_i = (N_i)/(N)* n; where n_i is the sample size of stratum i, N_i is the population size of stratum i, N is the total population size, and n is the total sample size. Table 1 shows the number of samples for each university and each academic year by concurrent validity, exploratory factor analysis, confirmatory factor analysis, and reliability assessment. After visiting each university, the samples were randomly chosen from among the third- and fourth-year medical students. The inclusion criteria were being a volunteer, studying in medicine, studying in Tehran, and giving consent to participate. The exclusion criteria were having psychological, psychosocial, physical, or medical conditions related to stress; substance use; dissatisfaction; and incomplete completion of the questionnaire. Oral consent was obtained from the students and ethical considerations were explained. Confidentiality of data and the right to withdraw were assured to the participants.
Out of 900 students who were invited to participate, 21 students declined to cooperate and 879 students completed the questionnaires. Demographic characteristics were recorded and collected.
DOI: 10.17632/92mrpz7xx3.1
title: The Arg/N-degron pathway mediates the secretion of apoptotic exosomes under oxidative stress in cancer cell

description: Exosomes from cancer cells are versatile mediators of cell-to-cell communication, whose cargoes are dynamically loaded in response to various stress conditions. In this study, we demonstrate that under oxidative stress, cancer cells secrete exosomes that induce apoptosis in neighboring cells via the Arg/N-degron pathway. In this mechanism, RILP (Rab interacting lysosomal protein) is cleaved at Asp75 in response to oxidative stress which requires ATE1 R-transferase. The cleaved form of RILP recruits the ESCRT-II proteins VPS22 and VPS36 to endosomes from which the interluminal vesicles are invaginated generating exosomes. By using proteomics analyses, we also demonstrate exosomes secreted from cancer cells upon oxidative stress are enriched apoptotic proteins including pro-apoptotic and anti-inflammatory cytokine ANXA1. These exosomes induce apoptosis of normal cancer cells transporting ANXA1 in an Arg/N-degron pathway-dependent manner. Our results show that the Arg/N-degron pathway modulates exosome-mediated apoptosis in cancer cells under oxidative stress underlying RILP-dependent secretion of ANXA1.
We included the raw data of this articles. Raw data of Immunoblotting, Immunochemistry, electron microscope, and wound healing data are included as image files, and qunatification data of immunochemistry counting, electron microscope measurment, qRT-PCR relative delta, delta CQ values, cell viability measurement are arranged as Excel files with graph.
Further inquiries can be directed to the corresponding authors.
DOI: 10.17632/6wj6txh8t5.1
title: Assessment, External Verification and Modification of Models in Diagnosing Primary Aldosteronism Subtypes

description: supplemental material of Assessment, External Verification and Modification of Models in Diagnosing Primary Aldosteronism Subtypes
DOI: 10.17632/jfsxphv8sh.1
title: Climate Conversations survey

description: Climate Conversations survey about communicating ground-level ozone.
DOI: 10.17632/65fwr5ssh3.1
title: CSTAR Survey

description: CSTAR Survey data about extreme weather communication in vulnerable communities living in NYC.
DOI: 10.17632/pbt47jrs3b.1
title: desire for power

description: Why people desire for power? The present study aims to provide a plausible answer from the perspective of evolutionary life history theory. Evolutionary life history theory emphasizes that human behaviors are evolutionarily adaptive to environmental challenges. Drawing on the life history theory, we examined the relationships between childhood environmental harshness and unpredictability, economic uncertainty, sense of control, and desire for power. The findings demonstrated that under economic uncertainty condition, people from poorer compared to wealthier childhoods desired greater power. Furthermore, sense of control was confirmed as a mediator of the association between childhood SES and desire for power. These results demonstrate that low childhood SES is associated with increased need for control, which predicts increased desire for power.
DOI: 10.17632/gyh4r5n8kb.1
title: End-user Profiles

description: This document includes the technical information and the comfort preferences of 20 different residential end-users created by a uniform random function.
DOI: 10.17632/tkv47zvhdw.1
title: Base Load_PV_Wind Power Production

description: This excel file includes three sheets. The first sheet contains the consumption power of the uncontrollable load of one-day energy planning of a residential end-user. The second sheet contains the local photovoltaic power generation of a residential building. The third sheet contains the local wind power generation of a residential building.
DOI: 10.6084/m9.figshare.25233364
title: Breizh5_KeyBiodiversityAreas

description: <b>Object: Process and map Key Biodiversity Areas for the Brittany Region</b>Funded by European Horizon 2020 program within Marie-Sklodowska Curie n 899546, the TEKBreiz project aimed at starting to map out the Traditional Ecological Knowledge of the Breton landscape to support climate-resilient food-system planning and decision-making.Key Biodiversity Areas (KBA) are becoming the international standard to identify essential ecological areas. “By providing the precise location of places that contribute significantly to the global persistence of biodiversity, KBAs can accelerate efforts to reverse the loss of nature, by ensuring conservation efforts are focused in the places that matter most, and by enabling entities that may have negative impacts on nature to avoid or reduce those impacts in the places they would be most damaging". This data is released by the Integrated Biodiversity Assessement Tool (IBAT) at https://www.keybiodiversityareas.org/<b>Processing</b>:Downloaded KBA dataset from source for FranceClipped geography by Historical Brittany (5 departments) boundariesCleaned and exported layerAnalyzed patterns<b>Limitations:</b>While the goal of the KBAs is to become a worldwide standard for key areas according to a wide variety of criteria (11) including threatened biodiversity, geographically restricted biodiversity, ecological integrity, biological processes, and irreplaceability, in practice sites are synchronized nationally by subcommittees and then transmitted to IUCN for review and integration (See more details at https://portals.iucn.org/library/node/46259). What happens is that most sites currently come from previous datasets featuring Important bird areas and do not contain all sites fitting the aforementioned criteria. This information was obtained by discussing methodology with the KBA global team. This means that there is a current gap between what the KBA DB aspires to be versus what it currently is. For the Brittany Region, we can see that KBA are mostly limited to coastal sites, which is congruent with Important Bird Areas. This layer is useful to look at for Brittany because we can see that polygon extents encompass most of the coastal line, highlighting the need to protect our coastal resources and ecosystems, which has great implications for sea-related activities.However the current limitations of the source dataset point at the need for more work incorporating Breton Key Biodiversity Sites into the global dataset, for instance data coming from within "Argoat"/inland country.<br><br><br>
DOI: 10.6084/m9.figshare.25233364.v1
title: Breizh5_KeyBiodiversityAreas

description: <b>Object: Process and map Key Biodiversity Areas for the Brittany Region</b>Funded by European Horizon 2020 program within Marie-Sklodowska Curie n 899546, the TEKBreiz project aimed at starting to map out the Traditional Ecological Knowledge of the Breton landscape to support climate-resilient food-system planning and decision-making.Key Biodiversity Areas (KBA) are becoming the international standard to identify essential ecological areas. “By providing the precise location of places that contribute significantly to the global persistence of biodiversity, KBAs can accelerate efforts to reverse the loss of nature, by ensuring conservation efforts are focused in the places that matter most, and by enabling entities that may have negative impacts on nature to avoid or reduce those impacts in the places they would be most damaging". This data is released by the Integrated Biodiversity Assessement Tool (IBAT) at https://www.keybiodiversityareas.org/<b>Processing</b>:Downloaded KBA dataset from source for FranceClipped geography by Historical Brittany (5 departments) boundariesCleaned and exported layerAnalyzed patterns<b>Limitations:</b>While the goal of the KBAs is to become a worldwide standard for key areas according to a wide variety of criteria (11) including threatened biodiversity, geographically restricted biodiversity, ecological integrity, biological processes, and irreplaceability, in practice sites are synchronized nationally by subcommittees and then transmitted to IUCN for review and integration (See more details at https://portals.iucn.org/library/node/46259). What happens is that most sites currently come from previous datasets featuring Important bird areas and do not contain all sites fitting the aforementioned criteria. This information was obtained by discussing methodology with the KBA global team. This means that there is a current gap between what the KBA DB aspires to be versus what it currently is. For the Brittany Region, we can see that KBA are mostly limited to coastal sites, which is congruent with Important Bird Areas. This layer is useful to look at for Brittany because we can see that polygon extents encompass most of the coastal line, highlighting the need to protect our coastal resources and ecosystems, which has great implications for sea-related activities.However the current limitations of the source dataset point at the need for more work incorporating Breton Key Biodiversity Sites into the global dataset, for instance data coming from within "Argoat"/inland country.<br><br><br>
DOI: 10.14459/2024mp1735129
title: Survey form to collect information about research data and related procedures

description: Before the launch and during 
the progress of research projects and research information infrastructure, the concerned authorities are usually required to anticipate 
and identify the research data and related procedures to improve their offerings and services.
This package of data contains survey form to gather information about data and related procedures from the participants of large Collaborative Research Centres (CRC) e.g. TRR277 AMC (a CRC funded by German Research Council). Research workloads in such centres are usually divided in 
projects, work packages and distributed among various teams and institutions. The participants come from different domains with varying skills and 
competencies and form interdisciplinary teams. In these centres, researchers use and generate heterogeneous, large amount of data which ranges 
from surveys, lab experiments, simulations, data models to software code and hardware design as well as real world objects etc. They use different workflows, employ variant methods and equipment etc. Apart from maintaining data management plan (DMP), maintenance of metadata, compliance with particular policy and the use of specific information infrastructure are considered mandatory in such centres.
Form in this package is provided in two distinct file formats i.e. .pdf, .docx. The PDF file could be used for paper based survey. The MS 
Word i.e. .docx file can be edited and customised further as well as it can be used digitally to fill and save the responses. Please refer to the 
README.txt file for further information. The contents of this form may also be conveniently adopted for Web/digital form applications.
This survey document may be used in the beginning as well as during the course of research by the concerned groups while modifying AMC 
specific text as per their own preferences.