cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7w87xy5pwj.1
title: CAISO MEF/AEF 2019-2020

description: This data repository is accompanied by the manuscript titled "A data-driven framework for quantifying consumption-based monthly and hourly marginal emissions factors" submitted to the Journal of Cleaner Production. The dataset covers the regression results for the average emissions factors (AEF) and marginal emissions factors (MEF) for the California ISO grid for the years 2019 and 2020. MEFs and AEFs are reported for different regressed demand levels, as well as at month-hour levels independently for each year. Statistical values such as number of datapoints, coefficients of determination (R squared), and P values are reported as well. For methodology details and applications, please refer to the manuscript.
DOI: 10.17632/7w87xy5pwj.2
title: CAISO MEF/AEF 2019-2020

description: This data repository is accompanied by the manuscript titled "A data-driven framework for quantifying consumption-based monthly and hourly marginal emissions factors" submitted to the Journal of Cleaner Production. The dataset covers the regression results for the average emissions factors (AEF) and marginal emissions factors (MEF) for the California ISO grid for the years 2019 and 2020. MEFs and AEFs are reported for different regressed demand levels, as well as at month-hour levels independently for each year. Statistical values such as number of datapoints, coefficients of determination (R squared), and P values are reported as well. For methodology details and applications, please refer to the manuscript.
DOI: 10.17632/x3cbjzf56w.2
title: Liu and Luo SEAO wtCaCO3%

description: The data file provides coordinates, depth, wtCaCO3% of the surface/coretop marine sediments mainly in the Southeast Atlantic Ocean compiled from previous literature, and sources for the data are described in the file as well.
DOI: 10.17632/x3cbjzf56w.1
title: Liu and Luo SEAO wtCaCO3%

description: The data file provides coordinates, depth, wtCaCO3% of the surface/coretop marine sediments mainly in the Southeast Atlantic Ocean compiled from previous literature, and sources for the data are described in the file as well.
DOI: 10.17632/ht5846dgdk.1
title: Original data of "CCL3 in bone marrow microenvironment causes bone loss and bone marrow adiposity in aged mice"

description: Original data of "CCL3 in bone marrow microenvironment causes bone loss and bone marrow adiposity in aged mice"
DOI: 10.17632/b39fbvvmzm.1
title: Data for: Anter: Ant Research Institute – Three iterations of testing to develop an ant world in the palm of the hand

description: Dataset of teachers' responses on the learning objectives and students' learning outcomes and experiential values and codes for data analyses.
DOI: 10.17632/vntcx6zfc7.1
title: Customer Order Scheduling in Additive Manufacturing

description: The data published here were obtained in the computational experiments of the paper "An Iterated Local Search for Customer Order Scheduling in Additive Manufacturing" (submitted to International Journal of Production Research, Submission: 221059951). We want to make the data accessible to other researchers for use in their studies.

The data is json-format and provides in each instance file the necessary information to generate all problem specific parameters.
DOI: 10.17632/vntcx6zfc7.2
title: Customer Order Scheduling in Additive Manufacturing

description: The data published here is used in the computational experiments of the paper "An Iterated Local Search for Customer Order Scheduling in Additive Manufacturing" (submitted to International Journal of Production Research, Submission: 221059951). We want to make the data accessible to other researchers for use in their studies.

The data is json-format and provides in each instance file the necessary information to generate all problem specific parameters.
DOI: 10.17632/g44jg2nd3z.1
title: “ When you use Tramadol, the sperms will not come out…”: Unconventional Methods for Avoiding Unintended Pregnancy amongst adolescents in Ghana

description: Qualitative data collected for a study on understanding adolescents contraceptive needs in Ghana. It includes transcriptions from focus group discussions with older adolescents from a district in the Greater Accra region of Ghana. Most of the focus group discussions were held in the Ga or Twi language and therefore the transcripts have been translated into English. For easy reading and clarity, the the transcripts have been edited for gramatical errors in the articles published from the data. The data was analysed thematically.
DOI: 10.17632/ygc2ngxr9s.1
title: Data for: Combined Effects of Temperature, Surface Roughness and Fluid Pressurization Rate on Injection-induced Shear Slip of Laboratory Faults

description: The datasets archived here act as supplementary material to the study entitled by ‘Combined Effects of Temperature, Surface Roughness and Fluid Pressurization Rate on Injection-induced Shear Slip of Laboratory Faults’ by Nao Shen, Lei Wang* and Xiaochun Li. This study has been submitted to the Journal of Geophysical Research: Solid Earth for potential publication.

The datasets contain the experimental results of injection-induced shear slip experiments on critically-stressed fractured sandstone samples (laboratory-simulated faults) with different surface roughness (saw-cut vs. tensile fractures) at varying temperatures (25 ℃, 80 ℃, and 140 ℃, respectively) and fluid pressurization rates (0.1 MPa/min and 0.5 MPa/min, respectively). In addition to the ten fluid injection experiments we performed, we also experimentally constrained the rate-and-state friction (RSF) parameters under similar boundary conditions of varying effective normal stresses and temperatures by performing velocity-stepping tests. 

The dataset files with names from ‘Sample_SC1’ to 'Sample_SC5' provide the data of five fluid injection experiments into five saw-cut fractures while the dataset files with names from ‘Sample_T1’ to 'Sample_T5' correspond to the data of five fluid injection experiments into five tensile fractures. In each fluid injection experiment, shear stress, friction coefficient, shear slip displacement, slip velocity, effective normal stress, fluid pressure, mean normal deformation, fluid volume injected and temperature are listed as a function of time with a sampling rate of 10 Hz. The definition of each column in the data tables is indicated in the corresponding header of the data. The unit for each column is shown in the second row. The dataset file named ‘Velocity_Stepping_Tests’ provides the RSF parameters (a, b, Dc) at different confining pressures and temperatures.
DOI: 10.17632/xn7p5f4c63.1
title: Intermittent and temporally variable bioturbation by some terrestrial invertebrates: implications for ichnology

description: The movie shows different styles of bioturabtion of bettle larvas and adult beetles incluenced among others by food availability.
DOI: 10.17632/xn7p5f4c63.2
title: Intermittent and temporally variable bioturbation by some terrestrial invertebrates: implications for ichnology

description: The movie shows different styles of bioturabtion of bettle larvas and adult beetles incluenced among others by food availability.
DOI: 10.17632/xn7p5f4c63.3
title: Intermittent and temporally variable bioturbation by some terrestrial invertebrates: implications for ichnology

description: The movie shows different styles of bioturabtion of bettle larvas and adult beetles incluenced among others by food availability.
DOI: 10.17632/bb6fx9swjx.1
title: Trends in research on climate change and organizations: A bibliometric analysis (1999-2021) Database

description: Database of "Trends in research on climate change and organizations: A bibliometric analysis (1999-2021)".
It contains the bibliometric information of publications in the intersection between Climate change and Organizations. Final Sample Size of 1476 articles.
DOI: 10.17632/bg8s4zpdk6.1
title: Enhanced fear limits behavioral flexibility in Shank2-deficient mice

description: Raw data and code for Enhanced fear limits behavioral flexibility in Shank2-deficient mice (DOI: 10.1186/s13229-022-00518-1).
DOI: 10.6084/m9.figshare.19636442
title: Factors associated with prolonged intensive care stay among self-poisoned patients

description: Since recovery or death is generally observed within a few days after intensive care unit (ICU) admission of self-poisoned patients in the developed countries, reasons for the prolonged ICU stay are of interest as they have been poorly investigated. We aimed to identify the characteristics, risk factors, outcome, and predictors of death in self-poisoned patients requiring prolonged ICU management. We conducted an eight-year single-center cohort study including all self-poisoned patients who stayed at least seven days in the ICU. Patients admitted with drug adverse events and chronic overdoses were excluded. Using multivariate analyses, we investigated risk factors for prolonged ICU stay in comparison with a group of similar size of self-poisoned patients with &lt;7day-ICU stay and studied risk factors for death. Among 2,963 poisoned patients admitted in the ICU during the study period, the number who stayed beyond seven days was small (398/2,963, 13.1%), including 239 self-poisoned patients (125 F/114M; age, 51 years [38–65] (median [25th-75th percentiles]); SAPSII, 56 [43–69]). Involved toxicants included psychotropic drugs (59%), cardiotoxicants (31%), opioids (15%) and street drugs (13%). When compared with patients who stayed &lt;7days in the ICU, acute kidney injury (odds ratio (OR), 3.15; 95% confidence interval (1.36–7.39); <i>p</i> = .008), multiorgan failure (OR, 8.06 (3.43–19.9); <i>p</i> &lt; .001), aspiration pneumonia (OR, 8.48 (4.28–17.3); <i>p</i> &lt; .001), and delayed awakening related to the persistent toxicant effects, hypoxic encephalopathy and/or oversedation (OR, 8.64 (2.58–40.7); <i>p</i> = .002) were independently associated with prolonged ICU stay. In-hospital mortality rate was 9%. Cardiac arrest occurring in the prehospital setting and during the first hours of ICU management (OR, 27.31 (8.99–158.76); <i>p</i> &lt; .001) and delayed awakening (OR, 14.94 (6.27–117.44); <i>p</i> &lt; .001) were independently associated with increased risk of death, whereas exposure to psychotropic drugs (OR, 0.08 (0.02–0.36); <i>p</i> = .002) was independently associated with reduced risk of death. Self-poisoned patients with prolonged ICU stay of ≥7days are characterized by concerning high rates of morbidities and poisoning-attributed complications. Acute kidney injury, multiorgan failure, aspiration pneumonia, and delayed awakening are associated with ICU stay prolongation. Cardiac arrest occurrence and delayed awakening are predictive of death. Further studies should focus on the role of early goal-directed therapy and patient-targeted sedation in reducing ICU length of stay among self-poisoned patients.
DOI: 10.6084/m9.figshare.19636442.v1
title: Factors associated with prolonged intensive care stay among self-poisoned patients

description: Since recovery or death is generally observed within a few days after intensive care unit (ICU) admission of self-poisoned patients in the developed countries, reasons for the prolonged ICU stay are of interest as they have been poorly investigated. We aimed to identify the characteristics, risk factors, outcome, and predictors of death in self-poisoned patients requiring prolonged ICU management. We conducted an eight-year single-center cohort study including all self-poisoned patients who stayed at least seven days in the ICU. Patients admitted with drug adverse events and chronic overdoses were excluded. Using multivariate analyses, we investigated risk factors for prolonged ICU stay in comparison with a group of similar size of self-poisoned patients with &lt;7day-ICU stay and studied risk factors for death. Among 2,963 poisoned patients admitted in the ICU during the study period, the number who stayed beyond seven days was small (398/2,963, 13.1%), including 239 self-poisoned patients (125 F/114M; age, 51 years [38–65] (median [25th-75th percentiles]); SAPSII, 56 [43–69]). Involved toxicants included psychotropic drugs (59%), cardiotoxicants (31%), opioids (15%) and street drugs (13%). When compared with patients who stayed &lt;7days in the ICU, acute kidney injury (odds ratio (OR), 3.15; 95% confidence interval (1.36–7.39); <i>p</i> = .008), multiorgan failure (OR, 8.06 (3.43–19.9); <i>p</i> &lt; .001), aspiration pneumonia (OR, 8.48 (4.28–17.3); <i>p</i> &lt; .001), and delayed awakening related to the persistent toxicant effects, hypoxic encephalopathy and/or oversedation (OR, 8.64 (2.58–40.7); <i>p</i> = .002) were independently associated with prolonged ICU stay. In-hospital mortality rate was 9%. Cardiac arrest occurring in the prehospital setting and during the first hours of ICU management (OR, 27.31 (8.99–158.76); <i>p</i> &lt; .001) and delayed awakening (OR, 14.94 (6.27–117.44); <i>p</i> &lt; .001) were independently associated with increased risk of death, whereas exposure to psychotropic drugs (OR, 0.08 (0.02–0.36); <i>p</i> = .002) was independently associated with reduced risk of death. Self-poisoned patients with prolonged ICU stay of ≥7days are characterized by concerning high rates of morbidities and poisoning-attributed complications. Acute kidney injury, multiorgan failure, aspiration pneumonia, and delayed awakening are associated with ICU stay prolongation. Cardiac arrest occurrence and delayed awakening are predictive of death. Further studies should focus on the role of early goal-directed therapy and patient-targeted sedation in reducing ICU length of stay among self-poisoned patients.
DOI: 10.6084/m9.figshare.21253584
title: Country-specific data.zip

description: Country case studies for the research paper: Debt, health and HIV spending after the COVID-19 crisis: Assessing alternatives for relief mechanisms and additional financing through a cross-country macroeconomic study
DOI: 10.6084/m9.figshare.21253584.v1
title: Country-specific data.zip

description: Country case studies for the research paper: Debt, health and HIV spending after the COVID-19 crisis: Assessing alternatives for relief mechanisms and additional financing through a cross-country macroeconomic study
DOI: 10.17632/g7whxvncn3.1
title: Dataset for study on Patient-Reported Outcomes in non-English African Languages

description: Dataset for study on the availability and psychometric properties of patient-reported outcomes in non-English African languages.
DOI: 10.17632/g7whxvncn3.2
title: Dataset for study on Patient-Reported Outcomes in non-English African Languages

description: Dataset for study on the availability and psychometric properties of patient-reported outcomes in non-English African languages.
DOI: 10.17632/bpvj6xczm2.1
title: High Tibial Osteotomy

description: X-ray scalometry images of patients with leg deformity.
DOI: 10.17632/bpvj6xczm2.2
title: High Tibial Osteotomy

description: X-ray scalometry images of patients with leg deformity.
DOI: 10.17632/2vprxwpr9c.1
title: Instances for the The Collaborative Job Reassignment Problem in Additive Manufacturing

description: This dataset can be used for computational experiments on collaborative multi-site additive manufacturing problems. There compute 300 instances with an increasing number of parts and sites, where each site owns four machines.  Each machine has the same cost factors to show cost savings due to collaboration and not by outsourcing to a more efficient machine. Parts are created with uniform distributions.
DOI: 10.17632/59w7hcv2nv.1
title: LINF_320040100

description: glucosamine-6-phosphate isomerase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/9rj977x58s.1
title: LINF_320040000

description: mitogen-activated protein kinase 6 | MPK6
Leishmania infantum (strain JPCM5)
DOI: 10.17632/dkpxj9ckkv.1
title: Frey OR10A6 Data

description: Data file for Frey T, Kwadha CA, Haag F, Pelletier J, Wallin EA, Holgersson E, Hedenström E, Bohman B, Bengtsson M, Becher PG, Krautwurst D, Witzgall P. 2022. The human odorant receptor OR10A6 is tuned to the pheromone of the commensal fruit fly Drosophila melanogaster. iScience (in press)
DOI: 10.17632/dg8k6ftr4g.1
title: LINF_320040200

description: T-complex protein 1 subunit alpha | TCP1α | CCT-alpha
Leishmania infantum (strain JPCM5)
DOI: 10.17632/wd64s3fm4d.1
title: LINF_320040500

description: DnaJ domain-containing protein | JDP45 | J45
Leishmania infantum (strain JPCM5)
DOI: 10.17632/ky3gcd6rpp.1
title: Speech Perception and Temporal Processing

description: Normal hearing and cochlear implant participant speech perception, gap detection and EEG data. In process of uploading. Will be available upon publication.
DOI: 10.17632/y2967rc5y9.1
title: DETERMINATION OF THE  SHRINKAGE LIMIT FROM THE BRITISH FALL CONE FLOW INDEX 

description: Determining the shrinkage limit using the mercury or wax method is time-consuming and error-prone. This paper presents a model that uses a British cone flow index to compute the shrinkage limit of the soil. The model was developed based on the analysis of 186 Atterberg limits test results from the literature leading to the formulation of an equation for computing the shrinkage limit of the soil using the British fall cone flow index.
DOI: 10.17632/th8ywz5k65.1
title: LINF_320040600

description: dihydrolipoamide dehydrogenase 1 | GCVL-2
Leishmania infantum (strain JPCM5)
DOI: 10.17632/vhfjdbjxfr.2
title: Supplementary Material - Scenarios for Future Synthetic Fuel Production

description: Supplementary Material for Paper "Scenarios for Future Synthetic Fuel Production from a Systems Perspective"
DOI: 10.17632/vhfjdbjxfr.1
title: Supplementary Material - Scenarios for Future Synthetic Fuel Production

description: Supplementary Material for Paper "Scenarios for Future Synthetic Fuel Production from a Systems Perspective"
DOI: 10.17632/vhfjdbjxfr.3
title: Supplementary Material - Scenarios for Future Synthetic Fuel Production

description: Supplementary Material for Paper "Scenarios for Future Synthetic Fuel Production from a Systems Perspective"
DOI: 10.17632/4pjs92pt22.1
title: Isotretinoin E-Visits Workflow Supplemental Figure

description: In this study we hypothesized that asynchronous e-visits for isotretinoin could reduce interruptions in care. However, we found that e-visits had a similar interruption rate to synchronous video visits and in-person visits for isotretinoin. Upon further chart review review, we found that reminders were not consistently sent instructing patients to complete e-visits during the study period. This figure describes the workflow for isotretinoin e-visit during our study period (October 2019 – March 2021) and after the new process change (instituted in July 2021).
DOI: 10.17632/mwchxw4hnp.1
title: Automated call box system to conduct playback experiments to test wildlife social information hypothesis

description: Social cues reflect changes in behavioral tendencies and habitat selection by attraction or rejection by species in response to the experience and actions of other individuals (social information hypothesis). Vocalization is the most frequent communication in vertebrates, and the value of this information is paramount for knowledge of the social information hypothesis. Therefore, we developed the Automated Call Box (ACB) based on an open-source Arduino-compatible microcontroller that attaches to a speaker system to test the social information hypothesis. The unit has the ability to play songs or vocalizations of different species to test the influence of either conspecific or interspecific attraction on habitat choices. The ACB was successfully field-tested in the field to study the influence of conspecific cues on the habitat settlement of a migratory bird. In addition, this study describes in detail the costs of the materials to build this type of system, which can provide an overview as a reference for further research. This ACB allows researchers to conduct experiments on wildlife in inclement weather and complex environments, even in remote locations with minimum or no necessity for the researcher to be present to reset the equipment.
DOI: 10.17632/pn85hcj3sb.1
title: PV panel for voltage sensor based zero oscillation

description: The data for the Sukam monocrystalline PV panel is shared here.
DOI: 10.17632/dw4mzz3f29.1
title: Threshold Concepts of Acids-Bases

description: This study seeks to explore the teaching and learning of acids-bases as threshold concepts (TCs) by chemistry educators. The study investigates how and where lecturers of first-year students were experiencing difficulties in teaching threshold concepts in the curriculum. There are three major threshold concepts in acids-bases, the Arrhenius, Bronsted-Lowry and Lewis concepts.   The balancing of chemical equations, writing of ionic equations and acids-bases equilibrium in Arrhenius are TCs.  In The key or TCs are the transfer of electrons, ionic bonding and atomic structure. Students need to master acids-bases chemistry from this dimension after which students’ progress to mastering weak acids and bases, constants of acids and bases, finding of pH and pOH values, conjugating acids and bases, neutralisation, buffer solutions, and acids-bases chemical equilibrium which are connecting ideas in the three definitions. 
Teaching threshold concepts is fundamental to students’ learning of chemistry, which also transforms the learning of chemistry, without which chemistry educators will not be able to teach students effectively. TCs of acids-bases chemistry are related to other topics in chemistry, as in other science disciplines, which the lecturer and students must learn and master. The understanding of TCs and their connections influences the approach to teaching acids-bases. By focusing on students’ learning of TCs, educators (lecturers) can maximise teaching and learning and student’s achievement in the classroom (Meyer & Land, 2003). Educators are aware that acids-bases are taught at secondary school level and that students bring these concepts into higher education. Chemistry educators should teach and learn acids-bases as threshold concepts so that they are able to impart this knowledge to students.
Qualitative research methodology was employed because it assisted me to immerse fully in a range of data. In qualitative research, the researcher aims to acquire first-hand knowledge of the sociocultural setting. Action, case-study and phenomenology research designs were employed. Five (5) first-year chemistry educators completed the questionnaires. Then, I had in-person interviews with the educators.  Furthermore, classroom observations were guided by the lecturer’s presentation of the key concepts in acids and bases, her/his interactions with the students, students’ activities with each other and the key concepts. A conversation was held with each educator to review the lessons by watching some segments of the video-recorded lessons. In addition, a total of 47 students from the sampled classes, which were taught by each of the five sampled lecturers, were interviewed. Educators’ and students ’activities were video-recorded. The participants were purposively sampled. Qualitative data were coded and presented in the form of themes, categories and narratives.
DOI: 10.21227/g7e0-6345
title: Sentinel 2 Images for Dehazing

description: Images from Sentinel 2 for dehazing. Contains 3 folders, one with original images, one with dehazed images at default exponent of 0.8 and the last with failed images with fine tuned exponent (thus becoming successful).
DOI: 10.17632/ydk4wvggh3.1
title: Dermatology Birdwatching List for Learners

description: This document is a supplementary table for the manuscript "Dermatology Elective Curriculum: Introduction to a Dermatology Birdwatching List". It is a compiled list of dermatologic conditions with space for learners to input pertinent notes as the conditions are encountered (virtually or in clinic). This is a learning tool and can be used as a future reference.