cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/fx434zhdmr.2
title: Synergetic effects of the hydrogeochemical and sedimentological factors on arsenic mobility in a sand-gravel deep confined aquifer

description: Both groundwater and sediment were sampled to investigate mechanisms of groundwater arsenic (As) mobility in sand-gravel confined aquifers from the Songnen Basin, China. In the study area, geogenic high-As groundwater occurred in both shallow Late-Pleistocene sandy unconfined aquifers and deep Early-Pleistocene sand-gravel confined aquifers. In relative to shallow groundwater, higher dissolved As and Mn concentrations, proportion of HCO3- to equivalent anion concentrations, and BDOC/DOC in deep groundwater were observed, being accompanied by relatively constant dissolved Fe(II) and DOC concentrations along the depth profile. The deep confined aquifer also had considerably higher As concentrations of sediment porewater than those in the shallow one. Furthermore, sand-gravel sediments in deep aquifers had remarkably higher contents of extracted Fe(III) oxides and the bound As, HCl-extractable Fe(II) minerals, and adsorbed As, but considerably lower contents of Mn oxides and Mn(II) minerals than the shallow sandy sediments. Together the study shows that high dissolved groundwater and porewater As concentrations in the deep confined aquifer were caused by arsenic-bearing Fe(III) oxide reduction, being facilitated by high contents of Fe(III) oxide-bound arsenic and negligible Mn oxides in sediments.
DOI: 10.17632/fx434zhdmr.3
title: Datasets of water geochemistry, sediment extractions, and FT-ICR MS results from the Songnen Basin, China

description: These datasets have been updated with surface water and groundwater geochemistry and the FT-ICR MS results from the Songnen Basin, China, to support the revised manuscript submitted to JGR Biogeosciences.
DOI: 10.17632/4s2m7d3kx2.1
title: The role of news coverage on ameliorating trangender attitudes and policy sypport

description: This study (N = 388, Mage = 32.34, SD = 10.76) contributes to the literature by examining the indirect relationship between evaluation of news coverage on transgender celebrities’ coming out and policy support through transphobia and transnegativity, and the moderating role of interpersonal transgender contact. Findings indicated that a positive news coverage evaluation relates to more policy support directly and indirectly via lower transphobia and lower transnegativity. Interpersonal contact strengthened the association between lower transphobia and policy support, but not between lower transphobia and policy support. It also did not moderate the indirect associations.
DOI: 10.17632/4s2m7d3kx2.2
title: The role of news coverage in ameliorating trangender attitudes and policy sypport

description: This study (N = 388, Mage = 32.34, SD = 10.76) contributes to the literature by examining the indirect relationship between evaluation of news coverage on transgender celebrities’ coming out and policy support through transphobia and transnegativity, and the moderating role of interpersonal transgender contact. Findings indicated that a positive news coverage evaluation relates to more policy support directly and indirectly via lower transphobia and lower transnegativity. Interpersonal contact strengthened the association between lower transphobia and policy support, but not between lower transphobia and policy support. It also did not moderate the indirect associations.
DOI: 10.17632/4s2m7d3kx2.3
title: The role of news coverage in ameliorating trangender attitudes and policy sypport

description: This study (N = 388, Mage = 32.34, SD = 10.76) contributes to the literature by examining the indirect relationship between evaluation of news coverage on transgender celebrities’ coming out and policy support through transphobia and transnegativity, and the moderating role of interpersonal transgender contact. Findings indicated that a positive news coverage evaluation relates to more policy support directly and indirectly via lower transphobia and lower transnegativity. Interpersonal contact strengthened the association between lower transphobia and policy support, but not between lower transphobia and policy support. It also did not moderate the indirect associations.
DOI: 10.17632/zd6wntrxdc.1
title: Why Fractions are Difficult? Modeling Optimal and Sub-optimal Integration Strategies of Numerators and Denominators by Educated Adults

description: Many children and educated adults are challenged by fractions, experiencing difficulties in
understanding and manipulating these rather complex mathematical objects. In this
study, we argue that a major cause of this challenge is rooted in the need to combine
information from two separate informational sources (i.e., denominator and numerator)
according to a normative arithmetic rule (i.e., division). We contend that in some tasks,
the correct arithmetic operation on the constituent components, is replaced by an
inadequate (suboptimal) psychological operation (e.g., multiplication), which leads to
inaccurate representation of fractions. We tested this conjecture by harnessing two
rigorous models of information integration techniques: (a) functional measurement
(Experiments 1-3) and conjoint measurement (Experiment 4-5) to data from
number-to-line and comparative judgment tasks. These allowed us to compare empirical
behaviour with that of an ideal-observer model. Functional measurement analyses on data
from the number-to-line task, revealed that participants could represent the global
magnitude of proper and improper fractions quite accurately and combine the fractions’
components according to an ideal-observer model. However, conjoint measurement
analyses on data from the comparative judgment task, showed that most participants
combined these fractions’ components according to a suboptimal (saturated) observer
model, that is inconsistent with an ideal-observer (additive) model. These results support
the view that educated adults are capable of extracting multiple types of representations
of fractions depending on the task at-hand. These representations can be either accurate
and conform with normative arithmetic (system one) or approximated and inconsistent
with normative arithmetic (system two). The latter may lead to the observed difficulties
people experience with fractions.
DOI: 10.17632/y2xymcjc3b.1
title: Frequency markets and the problem of predictability

description: This work develops forecast models of the two markets – spot market and frequency containment normal reserves (FCR-N) market – of three countries – Denmark, Finland, and Norway – to quantify the difference in their predictability. For 2019 – 2021, hourly data in logged form, on FCR-N prices in – €/MWh – and volumes – in MWh, spot market prices – in €/MWh – and gross consumption – in MWh – is used from Energinet's data portal for Denmark, Fingrid's data portal for Finland, and Statnett's data portal for Norway. The forecast allows both inter country – between same markets of different countries – and intra country – between different markets of the same country – comparison. The results show that the FCR-N markets of the Nordic countries are less predictable than their respective spot markets except for the case of Denmark due to its fixed hourly volumes. Moreover, the smoothing curves of FCR-N forecast models differ for each Nordic country despite their similar market requirements. This is in contrast to the Nordic spot markets where the smoothing curves indicate similarity in inter-country market behaviors. The work also compares the revenues of a BESS unit bidding in FCR-N markets of Denmark, Finland, and Norway using the proposed forecast models. The results show a BESS owner can earn higher revenues in Denmark due to its higher availability payments and better predictability of FCR-N market. Considering market predictability differences in addition to their hourly prices is thus vital for BESS units performing multi-market bidding.
DOI: 10.17632/7p946v6h52.1
title: Types and Distribution of Environmental Justice Conflicts in the MENA Region

description: The Middle East and North Africa (MENA) region faces many challenges and increased pressure on natural resources, and is highly vulnerable to climate change impacts. An improved understanding of the patterns of ecological conflicts in the MENA region is essential for improved policy development and directing efforts and resources.
This data shows the types of ecological conflicts most common in the MENA region, and which countries show most reports of such conflicts.
The results show that  Fossil Fuels and Climare Justice/Energy had the most cases reported, followed by Water Management conflicts, while the least reported was Biodiversity Conservation Conflicts. The regions that had the most reported conflicts were Lebanon, Egypt, Palestine and Israel.
DOI: 10.17632/4wzw6h6dhy.1
title: FLOSS Strategy

description: FLOSS strategy for IT Governance
DOI: 10.5066/p95rlmei
title: Geochemical, mineralogical, and grain-size data for in-situ solid materials and suspended sediment at Malakoff Diggins State Historic Park, Nevada County, California

description: This dataset includes data for in-situ solid materials and suspended sediments from surface-water samples, as well as surface-water chemistry from samples collected during storm events at Malakoff Diggins State Historic Park, Nevada County, California. In-situ solid samples were collected during 2015 along six vertical transects along the cliff walls of the mine pit. Surface-water samples were collected during 2014 and 2016 from Hiller Tunnel and from drainage networks below the in-situ sampling sites during runoff conditions. In-situ and suspended-sediment samples were analyzed for grain-size distribution, X-ray diffraction (XRD) for quantitative mineralogy, inductively coupled plasma - mass spectrometry (ICP-MS) for trace elements, and inductively coupled plasma - optical emission spectroscopy (ICP-OES) for major elements. Water samples (both filtered and non-filtered) were analyzed for trace elements including aluminum, arsenic, barium, beryllium, cadmium, chromium, copper, iron, lead, mercury, nickel, zinc, and total suspended sediment. Water-quality field measurements included water temperature, specific conductance, dissolved oxygen, pH, and oxidation-reduction potential. There are four files (*.csv) in this dataset: 1) data dictionary; 2) sediment data; 3) water data; and 4) quality assurance data.
DOI: 10.5281/zenodo.7331081
title: Data sets of research paper "Towards SHM of medium-rise buildings in non-seismic areas" (2021)

description: Accompanying data sets to the research article: Gaile L., Sliseris J., Ratnika L. Towards SHM of medium-rise buildings in non-seismic areas (2021) International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, 2021-June, pp. 1023 - 1030. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85130738547&partnerID=40&md5=d1aaeceae696dadebb7862d4e556abd2
description: This work has been supported by the European Regional Development Fund within the Activity 1.1.1.2 "Post-doctoral Research Aid" of the Specific Aid Objective 1.1.1 "To increase the research and innovative capacity of scientific institutions of Latvia and the ability to attract external financing, investing in human resources and infrastructure" of the Operational Programme "Growth and Employment" (No.1.1.1.2/VIAA/3/19/393).
DOI: 10.5281/zenodo.7331080
title: Data sets of research paper "Towards SHM of medium-rise buildings in non-seismic areas" (2021)

description: Accompanying data sets to the research article: Gaile L., Sliseris J., Ratnika L. Towards SHM of medium-rise buildings in non-seismic areas (2021) International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, 2021-June, pp. 1023 - 1030. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85130738547&partnerID=40&md5=d1aaeceae696dadebb7862d4e556abd2
description: This work has been supported by the European Regional Development Fund within the Activity 1.1.1.2 "Post-doctoral Research Aid" of the Specific Aid Objective 1.1.1 "To increase the research and innovative capacity of scientific institutions of Latvia and the ability to attract external financing, investing in human resources and infrastructure" of the Operational Programme "Growth and Employment" (No.1.1.1.2/VIAA/3/19/393).
DOI: 10.17632/hcfnfmb9hy.1
title: Bohannon, Loren Thesis Supplementary Data Nov. 2022

description: Mineral trace element and U-Pb zircon data for the thesis project of Loren Bohannon at Missouri State University. Data collected from whole rock samples, zircons and alkali feldspars from the Mt Princeton Batholith and surrounding Precambrian metamorphic rocks outside Buena Vista, Colorado.
DOI: 10.17632/ztmf3m7h5x.2
title: Vibration, Acoustic, Temperature, and Motor Current Dataset of Rotating Machine Under Varying Load Conditions for Fault Diagnosis

description: Rotating machines are often operated under various load conditions. However, the characteristics of the data acquired from the same rotating machines are very different as the load conditions change. Therefore, for practical industrial application, fault diagnosis under varying load condition researches are being actively conducted in recent years. This article presents time-series dataset including vibration, acoustic, temperature, and motor current data for rotating machines under varying load conditions. Dataset are acquired using four ceramic shear ICP based accelerometer, one microphone, two thermocouples, and three current transformer (CT) with Siemens and National Instruments (NI) data acquisition (DAQ) board under the international organization for standardization (ISO) standard. The conditions of the rotating machine including normal, bearing inner race faults, bearing outer race faults, shaft misalignment, and rotor unbalance with three different load conditions. Faulty conditions are divided according to severity levels. That dataset can be used not only for fault classification under different load conditions but also for failure prediction research according to severity.


---- Description of vibration file format ----
Vibration data file contains five columns namely ‘Time Stamp’, ‘x_direction_housing_A’, ‘y_direction_housing_A’, ‘x_direction_housing_B’, and ‘y_direction_housing_B’. The unit of the vibration is ‘gravitational constant (g)’. 

aaaaNm_bbbb_cccc.mat : This file includes vibration data of the condition of "bbbb" with "cccc" of severity and "aaaa" load condition.



---- Description of acoustic file format ----
Acoustic data file contains two columns namely ‘Time Stamp’, and ‘values’. The unit of the acoustic is ‘Pascal (Pa)’.

aaaaNm_bbbb_cccc.mat : This file includes acoustic data of the condition of "bbbb" with "cccc" of severity and "aaaa" load condition.




---- Description of temperature, and motor current file format ----
Temperature and motor current data file contain six columns namely ‘Time Stamp’, ‘Temperature_housing_A’, ‘Temperature_housing_B’, ‘U-phase’, ‘V-phase’, and ‘W-phase’. The unit of the temperature and motor current are ‘Celsius (℃), and ‘ampere (A)’, respectively. 

aaaaNm_bbbb_cccc.tdms : This file includes temperature and motor current data of the condition of "bbbb" with "cccc" of severity and "aaaa" load condition.

For more details, please refer to the "Data in Brief" journal.
DOI: 10.17632/ztmf3m7h5x.3
title: Vibration, Acoustic, Temperature, and Motor Current Dataset of Rotating Machine Under Varying Load Conditions for Fault Diagnosis

description: Rotating machines are often operated under various load conditions. However, the characteristics of the data acquired from the same rotating machines are very different as the load conditions change. Therefore, for practical industrial application, fault diagnosis under varying load condition researches are being actively conducted in recent years. This article presents time-series dataset including vibration, acoustic, temperature, and motor current data for rotating machines under varying load conditions. Dataset are acquired using four ceramic shear ICP based accelerometer, one microphone, two thermocouples, and three current transformer (CT) with Siemens and National Instruments (NI) data acquisition (DAQ) board under the international organization for standardization (ISO) standard. The conditions of the rotating machine including normal, bearing inner race faults, bearing outer race faults, shaft misalignment, and rotor unbalance with three different load conditions. Faulty conditions are divided according to severity levels. That dataset can be used not only for fault classification under different load conditions but also for failure prediction research according to severity.


---- Description of vibration file format ----
Vibration data file contains five columns namely ‘Time Stamp’, ‘x_direction_housing_A’, ‘y_direction_housing_A’, ‘x_direction_housing_B’, and ‘y_direction_housing_B’. The unit of the vibration is ‘gravitational constant (g)’. 

aaaaNm_bbbb_cccc.mat : This file includes vibration data of the condition of "bbbb" with "cccc" of severity and "aaaa" load condition.



---- Description of acoustic file format ----
Acoustic data file contains two columns namely ‘Time Stamp’, and ‘values’. The unit of the acoustic is ‘Pascal (Pa)’.

aaaaNm_bbbb_cccc.mat : This file includes acoustic data of the condition of "bbbb" with "cccc" of severity and "aaaa" load condition.




---- Description of temperature, and motor current file format ----
Temperature and motor current data file contain six columns namely ‘Time Stamp’, ‘Temperature_housing_A’, ‘Temperature_housing_B’, ‘U-phase’, ‘V-phase’, and ‘W-phase’. The unit of the temperature and motor current are ‘Celsius (℃), and ‘ampere (A)’, respectively. 

aaaaNm_bbbb_cccc.tdms : This file includes temperature and motor current data of the condition of "bbbb" with "cccc" of severity and "aaaa" load condition.

For more details, please refer to the "Data in Brief" journal.



Contact: Wonho Jung; wonho1456@kaist.ac.kr
DOI: 10.17632/ztmf3m7h5x.1
title: Vibration, Acoustic, Temperature, and Motor Current Dataset of Rotating Machine Under Varying Load Conditions for Fault Diagnosis

description: Rotating machines are often operated under various load conditions. However, the characteristics of the data acquired from the same rotating machines are very different as the load conditions change. Therefore, for practical industrial application, fault diagnosis under varying load condition researches are being actively conducted in recent years. This article presents time-series dataset including vibration, acoustic, temperature, and motor current data for rotating machines under varying load conditions. Dataset are acquired using four ceramic shear ICP based accelerometer, one microphone, two thermocouples, and three current transformer (CT) with Siemens and National Instruments (NI) data acquisition (DAQ) board under the international organization for standardization (ISO) standard. The conditions of the rotating machine including normal, bearing inner race faults, bearing outer race faults, shaft misalignment, and rotor unbalance with three different load conditions. Faulty conditions are divided according to severity levels. That dataset can be used not only for fault classification under different load conditions but also for failure prediction research according to severity.


---- Description of vibration file format ----
Vibration data file contains five columns namely ‘Time Stamp’, ‘x_direction_housing_A’, ‘y_direction_housing_A’, ‘x_direction_housing_B’, and ‘y_direction_housing_B’. The unit of the vibration is ‘gravitational constant (g)’. 

aaaaNm_bbbb_cccc.mat : This file includes vibration data of the condition of "bbbb" with "cccc" of severity and "aaaa" load condition.



---- Description of acoustic file format ----
Acoustic data file contains two columns namely ‘Time Stamp’, and ‘values’. The unit of the acoustic is ‘Pascal (Pa)’.

aaaaNm_bbbb_cccc.mat : This file includes acoustic data of the condition of "bbbb" with "cccc" of severity and "aaaa" load condition.




---- Description of temperature, and motor current file format ----
Temperature and motor current data file contain six columns namely ‘Time Stamp’, ‘Temperature_housing_A’, ‘Temperature_housing_B’, ‘U-phase’, ‘V-phase’, and ‘W-phase’. The unit of the temperature and motor current are ‘Celsius (℃), and ‘ampere (A)’, respectively. 

aaaaNm_bbbb_cccc.tdms : This file includes temperature and motor current data of the condition of "bbbb" with "cccc" of severity and "aaaa" load condition.

For more details, please refer to the "Data in Brief" journal.
DOI: 10.17632/ztmf3m7h5x.4
title: Vibration, Acoustic, Temperature, and Motor Current Dataset of Rotating Machine Under Varying Load Conditions for Fault Diagnosis

description: This article presents time-series dataset including vibration, acoustic, temperature, and motor current data for rotating machines under varying load conditions.  The conditions of the rotating machine include normal, bearing inner race faults, bearing outer race faults, shaft misalignment, and rotor unbalance with three different load conditions. 

---- Description of vibration file format ----
Vibration data file contains five columns namely ‘Time Stamp’, ‘x_direction_housing_A’, ‘y_direction_housing_A’, ‘x_direction_housing_B’, and ‘y_direction_housing_B’. The unit of the vibration is ‘gravitational constant (g)’. 

aaaaNm_bbbb_cccc.mat : This file includes vibration data of the condition of "bbbb" with "cccc" of severity and "aaaa" load condition.



---- Description of acoustic file format ----
Acoustic data file contains two columns namely ‘Time Stamp’, and ‘values’. The unit of the acoustic is ‘Pascal (Pa)’.

aaaaNm_bbbb_cccc.mat : This file includes acoustic data of the condition of "bbbb" with "cccc" of severity and "aaaa" load condition.



---- Description of temperature, and motor current file format ----
Temperature and motor current data file contain six columns namely ‘Time Stamp’, ‘Temperature_housing_A’, ‘Temperature_housing_B’, ‘U-phase’, ‘V-phase’, and ‘W-phase’. The unit of the temperature and motor current are ‘Celsius (℃), and ‘ampere (A)’, respectively. 

aaaaNm_bbbb_cccc.tdms : This file includes temperature and motor current data of the condition of "bbbb" with "cccc" of severity and "aaaa" load condition.


For more detailed information about this dataset, please check our article published in "Data in Brief".
Title: Vibration, Acoustic, Temperature, and Motor Current Dataset of Rotating Machine Under Varying Load Conditions for Fault Diagnosis
Link: https://www.sciencedirect.com/journal/data-in-brief



Contact: Wonho Jung; wonho1456@kaist.ac.kr
DOI: 10.17632/msfgnrg7y6.1
title: Greater Male Variability: a large scale test

description: code for replication of results in "Greater Male Variability: a large scale test"
DOI: 10.17632/dh2pdkby89.1
title: Rines et al Animal Behaviour A22-00399 raw data

description: Data from two experiments, one in which we assessed the effects of accessory gland proteins and mating, with or without the consumption of the spermatophylax, on sexual receptivity and post-copulatory behavior of female crickets, and another in which we quantified the effects of accessory gland protein injection and spermatophylax consumption on female oviposition behavior. The data for the two experiments are in two Excel files, and a key to the variable names are contained in the readme files.
DOI: 10.17632/jmgrcgfrvs.1
title: Data for: DC hopping photoconductivity via three-charge-state point defects in partially disordered semiconductors

description: File "DCphoto.m" provides Mathematica code for reproduction of Figures 2-5 of the article. See "DCphoto.pdf" for the results of the code execution.
DOI: 10.17632/jmgrcgfrvs.2
title: Data for: DC hopping photoconductivity via three-charge-state point defects in partially disordered semiconductors

description: File "DCphoto.m" provides Mathematica code for reproduction of Figures 2-5 of the article. See "DCphoto.pdf" for the results of the code execution.