cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5517240
title: Ice Velocity of Icelandic Glaciers

description: Ice velocity map of Icelandic glaciers derived from Sentinel-1 SAR data acquired from 2014-10-01 to 2020-12-31. The surface velocity is derived applying feature tracking techniques. The ice velocity map is provided at 100m grid spacing in North Polar Stereographic projection (EPSG: 3413). The horizontal velocity is provided in true meters per day, towards EASTING(vx) and NORTHING(vy) direction of the grid, and the vertical displacement (vz), is derived from a digital elevation model. Provided is a NetCDF file with the velocity components: vx, vy, vz and vv (magnitude of the horizontal components), along with maps of valid pixel count and uncertainty (stdx, stdy). The product was generated by ENVEO.<br>
description: The generation of this data set and its scientific interpretation are discussed in the following citation. We kindly request that you acknowledge the use of this data set by referencing the following citation: Wuite, J., Libert, L., Nagler, T., and Jóhannesson, T. Continuous monitoring of ice dynamics in Iceland with Sentinel-1. Submitted to Jökull, August 2021
description: {"references": ["Wuite, J., Libert, L., Nagler, T., and J\u00f3hannesson, T. Continuous monitoring of ice dynamics in Iceland with Sentinel-1. Submitted to J\u00f6kull, August 2021"]}
DOI: 10.6084/m9.figshare.16645123
title: Supplementary Data Bastos et al. ESD (2021)

description: Vulnerability of European ecosystems to two compound dry and hot summers in 2018 and 2019<br>Bastos et al. 2021 ESD<br>Description of Electronic Supplementary Files<br><br>1 - MMEM_GPP_baseline.nc<br> Monthly maps of GPP averaged across the seven LSMs based on the baseline experiment. Maps are provided on a 0.25x0.25 degree regular grid. <br><br>2 - MMEM_GPP_DH2018.nc<br> Monthly maps of GPP averaged across the seven LSMs based on the experiment forced with climatological climate variables during DH18. Maps are provided on a 0.25x0.25 degree regular grid. <br><br>3 - MMEM_MRSO_baseline.nc<br> Monthly maps of Total Soil Moisture Content (mrso) averaged across the seven LSMs based on the baseline experiment. Maps are provided on a 0.25x0.25 degree regular grid. <br>
DOI: 10.6084/m9.figshare.16645123.v4
title: Supplementary Data Bastos et al. ESD (2021)

description: Vulnerability of European ecosystems to two compound dry and hot summers in 2018 and 2019<br>Bastos et al. 2021 ESD<br>Description of Electronic Supplementary Files<br><br>1 - MMEM_GPP_baseline.nc<br> Monthly maps of GPP averaged across the seven LSMs based on the baseline experiment. Maps are provided on a 0.25x0.25 degree regular grid. <br><br>2 - MMEM_GPP_DH2018.nc<br> Monthly maps of GPP averaged across the seven LSMs based on the experiment forced with climatological climate variables during DH18. Maps are provided on a 0.25x0.25 degree regular grid. <br><br>3 - MMEM_MRSO_baseline.nc<br> Monthly maps of Total Soil Moisture Content (mrso) averaged across the seven LSMs based on the baseline experiment. Maps are provided on a 0.25x0.25 degree regular grid. <br>
DOI: 10.6084/m9.figshare.16645123.v3
title: Supplementary Data Bastos et al. ESD (2021)

description: Vulnerability of European ecosystems to two compound dry and hot summers in 2018 and 2019<br>Bastos et al. 2021 ESD<br>Description of Electronic Supplementary Files<br><br>1 - MMEM_GPP_baseline.nc<br> Monthly maps of GPP averaged across the seven LSMs based on the baseline experiment. Maps are provided on a 0.25x0.25 degree regular grid. <br><br>2 - MMEM_GPP_DH2018.nc<br> Monthly maps of GPP averaged across the seven LSMs based on the experiment forced with climatological climate variables during DH18. Maps are provided on a 0.25x0.25 degree regular grid. <br><br>3 - MMEM_MRSO_baseline.nc<br> Monthly maps of Total Soil Moisture Content (mrso) averaged across the seven LSMs based on the baseline experiment. Maps are provided on a 0.25x0.25 degree regular grid. <br>
DOI: 10.25345/c5xc2f
title: MassIVE MSV000088123 - Adaptive metabolism of Staphylococcus aureus revealed by untargeted metabolomics
title: Untargeted metabolomics was conducted on a Thermo Q-Exactive high-resolution mass spectrometer (HRMS). We detected 260 intracellular polar metabolites from our bacteria cultured in both aerbic and anaerboc conditions, as well as glucose and dextrin supplemented cultures. These metabolites were mapped to relevant metabolic pathways to elucidate the adaptive metabolic processes of methicillin sensitive SA (MSSA) and methicillin resistant SA (MRSA).
DOI: 10.15129/09ab2ef9-03e0-470e-a7aa-496cab1a8f60
title: Data for: "The innate immune response of self-assembling silk fibroin hydrogels"

description: This record contains both qualitative and quantitative data sets. The qualitative data sets are images (Tif files) with the associated meta data. The quantitative data are IVIS files that can be accessed using the IVIS imaging software, Caliper Life Sciences 4.3.1. Quantitative FACS data can be opened using various software packages (e.g. FlowJo). The corresponding Readme files are included in the relevant folders.
DOI: 10.6084/m9.figshare.16645198
title: Supplementary Material for: Microstructural Characterization of Resistance Artery Remodelling in Diabetes Mellitus

description: <b><i>Introduction:</i></b> Microvascular remodelling is a symptom of cardiovascular disease. Despite the mechanical environment being recognized as a major contributor to the remodelling process, it is currently only understood in a rudimentary way. <b><i>Objective:</i></b> A morphological and mechanical evaluation of the resistance vasculature in health and diabetes mellitus. <b><i>Methods:</i></b> The cells and extracellular matrix of human subcutaneous resistance arteries from abdominal fat biopsies were imaged using two-photon fluorescence and second harmonic generation at varying transmural pressure. The results informed a two-layer mechanical model. <b><i>Results:</i></b> Diabetic resistance arteries reduced in wall area as pressure was increased. This was attributed to the presence of thick, straight collagen fibre bundles that braced the outer wall. The abnormal mechanical environment caused the internal elastic lamina and endothelial and vascular smooth muscle cell arrangements to twist. <b><i>Conclusions:</i></b> Our results suggest diabetic microvascular remodelling is likely to be stress-driven, comprising at least 2 stages: (1) Laying down of adventitial bracing fibres that limit outward distension, and (2) Deposition of additional collagen in the media, likely due to the significantly altered mechanical environment. This work represents a step towards elucidating the local stress environment of cells, which is crucial to build accurate models of mechanotransduction in disease.
DOI: 10.3886/e119706
title: Data and Code for: The Political Premium of Television Celebrity

description: This paper studies the electoral consequences of television stardom through the career of Ronald Reagan. I utilize quasi-experimental variation in television reception to estimate the causal effect of celebrity exposure on political support. I find that Reagan's tenure as the host of a 1950s entertainment television program translated into support for his candidacy, in terms of votes and political donations, nearly two decades after the show's first airing. Placebo checks suggest that this impact is not driven by unobserved heterogeneity or omitted variable bias. The effect was especially pronounced in the 1976 Republican primary elections relative to the general presidential elections and partially dissipated in locations where Reagan was a known political entity. Using the ANES surveys, I provide evidence on possible mechanisms. Consistent with rational updating, non-political media increased voters' assessment of Reagan's character and leadership, personalizing political considerations in elections featuring him.
description: U.S. counties and a sample of eligible voters for the 2016 election.
DOI: 10.3886/e119706v1
title: Data and Code for: The Political Premium of Television Celebrity

description: This paper studies the electoral consequences of television stardom through the career of Ronald Reagan. I utilize quasi-experimental variation in television reception to estimate the causal effect of celebrity exposure on political support. I find that Reagan's tenure as the host of a 1950s entertainment television program translated into support for his candidacy, in terms of votes and political donations, nearly two decades after the show's first airing. Placebo checks suggest that this impact is not driven by unobserved heterogeneity or omitted variable bias. The effect was especially pronounced in the 1976 Republican primary elections relative to the general presidential elections and partially dissipated in locations where Reagan was a known political entity. Using the ANES surveys, I provide evidence on possible mechanisms. Consistent with rational updating, non-political media increased voters' assessment of Reagan's character and leadership, personalizing political considerations in elections featuring him.
description: U.S. counties and a sample of eligible voters for the 2016 election.
DOI: 10.3886/e119741
title: Data and Code for Different Strokes for Different Folks

description: Despite recent increases in institutional deliveries in India, birth outcomes have been slow to improve. One likely explanation is low quality medical care, which is common in many parts of India. Low quality medical care in India cannot simply be attributed to insufficient medical knowledge among providers. Instead there is evidence that, even among knowledgeable clinicians, provider effort is very low – suggesting poor alignment between clinician incentives and patient health. <br><br>To address low quality medical care directly, we conducted a policy experiment in Karnataka to evaluate the effectiveness of financial incentives to maternity care providers for (a) the clinical quality of services (e.g., assessing the mother’s blood pressure on arrival during labor) provided to women from their patient lists and catchment areas, and (b) rates of adverse maternal and neonatal health outcomes (e.g., rates of post-partum hemorrhage) among women from their patient lists and catchment areas. Performance bonuses for clinical quality hold some promise for better aligning physician incentives with patient needs. Moreover, directly rewarding lower rates of adverse maternal and neonatal health outcomes flexibly identifies a socially desirable outcome without rigidly prescribing how it should be achieved – allowing local providers to use their local knowledge of what health improvement strategies are likely to work best. We study effect of input and output contracts on providers with varying levels of skills.
DOI: 10.3886/e119741v1
title: Data and Code for Different Strokes for Different Folks

description: Despite recent increases in institutional deliveries in India, birth outcomes have been slow to improve. One likely explanation is low quality medical care, which is common in many parts of India. Low quality medical care in India cannot simply be attributed to insufficient medical knowledge among providers. Instead there is evidence that, even among knowledgeable clinicians, provider effort is very low – suggesting poor alignment between clinician incentives and patient health. <br><br>To address low quality medical care directly, we conducted a policy experiment in Karnataka to evaluate the effectiveness of financial incentives to maternity care providers for (a) the clinical quality of services (e.g., assessing the mother’s blood pressure on arrival during labor) provided to women from their patient lists and catchment areas, and (b) rates of adverse maternal and neonatal health outcomes (e.g., rates of post-partum hemorrhage) among women from their patient lists and catchment areas. Performance bonuses for clinical quality hold some promise for better aligning physician incentives with patient needs. Moreover, directly rewarding lower rates of adverse maternal and neonatal health outcomes flexibly identifies a socially desirable outcome without rigidly prescribing how it should be achieved – allowing local providers to use their local knowledge of what health improvement strategies are likely to work best. We study effect of input and output contracts on providers with varying levels of skills.
DOI: 10.3886/e119403
title: Data and Code for: Air Pollution and Criminal Activity - Microgeographic Evidence from Chicago

description: A growing literature documents that air pollution adversely impacts health, productivity, and cognition. This paper provides the first evidence of a causal link between air pollution and aggressive behavior, as documented by violent crime. Using the geolocation of crimes in Chicago from 2001-2012, we compare crime upwind and downwind of major highways on days when wind blows orthogonally to the road. Consistent with research linking pollution to aggression, we find air pollution increases violent crime on the downwind sides of interstates. Our results suggest that pollution may reduce welfare and affect behavior through a wider set of channels than previously considered.
description: Crimes reported to the Chicago Police Department between 1/1/2001 and 12/31/2012.
DOI: 10.34740/kaggle/dsv/2633194
title: COVID Vaccination in World (updated daily)
DOI: 10.3886/e119403v1
title: Data and Code for: Air Pollution and Criminal Activity - Microgeographic Evidence from Chicago

description: A growing literature documents that air pollution adversely impacts health, productivity, and cognition. This paper provides the first evidence of a causal link between air pollution and aggressive behavior, as documented by violent crime. Using the geolocation of crimes in Chicago from 2001-2012, we compare crime upwind and downwind of major highways on days when wind blows orthogonally to the road. Consistent with research linking pollution to aggression, we find air pollution increases violent crime on the downwind sides of interstates. Our results suggest that pollution may reduce welfare and affect behavior through a wider set of channels than previously considered.
description: Crimes reported to the Chicago Police Department between 1/1/2001 and 12/31/2012.
DOI: 10.21227/k71y-m732
title: Data for the Digital thread-driven PRSC for Cloud Manufacturing

description: A proactive and reactive service composition service composition (PRSC) method for CMfg based on digital thread. Firstly, the digital thread-driven information interaction architecture is established, based on which the detailed process of PRSC and the constitution of digital thread are designed. Then, the strategy of proactive SC and the process of reactive service adjustment are respectively proposed: the former allocates alternative services for subtasks selectively to balance the quality of service (QoS) and robustness of the composite manufacturing service, the latter implements the decision-making for service exception handling based on digital thread. Lastly, a group of simulation experiments are conducted and results show that the proposed digital thread-driven PRSC method integrates the advantages of proactive planning and reactive adjustment, it effectively reduces the service reservation cost of robust service composition and improves the actual QoSs under uncertainties based on thesupport of real-time information interaction.
DOI: 10.6084/m9.figshare.16645240
title: Supplementary Material for: Estimation of Baseline Serum Creatinine with Machine Learning

description: <b><i>Introduction:</i></b> Comparing current to baseline serum creatinine is important in detecting acute kidney injury. In this study, we report a regression-based machine learning model to predict baseline serum creatinine. <b><i>Methods:</i></b> We developed and internally validated a gradient boosting model on patients admitted in Mayo Clinic intensive care units from 2005 to 2017 to predict baseline creatinine. The model was externally validated on the Medical Information Mart for Intensive Care III (MIMIC III) cohort in all ICU admissions from 2001 to 2012. The predicted baseline creatinine from the model was compared with measured serum creatinine levels. We compared the performance of our model with that of the backcalculated estimated serum creatinine from the Modification of Diet in Renal Disease (MDRD) equation. <b><i>Results:</i></b> Following ascertainment of eligibility criteria, 44,370 patients from the Mayo Clinic and 6,112 individuals from the MIMIC III cohort were enrolled. Our model used 6 features from the Mayo Clinic and MIMIC III datasets, including the presence of chronic kidney disease, weight, height, and age. Our model had significantly lower error than the MDRD backcalculation (mean absolute error [MAE] of 0.248 vs. 0.374 in the Mayo Clinic test data; MAE of 0.387 vs. 0.465 in the MIMIC III cohort) and higher correlation (intraclass correlation coefficient [ICC] of 0.559 vs. 0.050 in the Mayo Clinic test data; ICC of 0.357 vs. 0.030 in the MIMIC III cohort). <b><i>Discussion/Conclusion:</i></b> Using machine learning models, baseline serum creatinine could be estimated with higher accuracy than the backcalculated estimated serum creatinine level.
DOI: 10.5281/zenodo.5517186
title: Mammary single-cell RNA-seq analysis and prostate cancer survival as a function of H2AFJ expression for the paper entitled: The histone variant H2A.J is enriched in luminal epithelial cells

description: H2A.J is a poorly studied mammalian-specific variant of histone H2A. We used immunohistochemistry to study its localization in various human and mouse tissues. H2A.J showed cell-type specific expression with a striking enrichment in luminal epithelial cells of multiple glands including those of breast, prostate, pancreas, thyroid, stomach, and salivary glands. H2A.J was also highly expressed in many carcinoma cell lines and in particular, those derived from luminal breast and prostate cancer. H2A.J thus appears to be a novel marker for luminal epithelial cancers. Knocking-out the H2AFJ gene in T47D luminal breast cancer cells reduced the expression of several estrogen-responsive genes which may explain its putative tumorigenic role in luminal-B breast cancer.
DOI: 10.5281/zenodo.5517185
title: Mammary single-cell RNA-seq analysis and prostate cancer survival as a function of H2AFJ expression for the paper entitled: The histone variant H2A.J is enriched in luminal epithelial cells

description: H2A.J is a poorly studied mammalian-specific variant of histone H2A. We used immunohistochemistry to study its localization in various human and mouse tissues. H2A.J showed cell-type specific expression with a striking enrichment in luminal epithelial cells of multiple glands including those of breast, prostate, pancreas, thyroid, stomach, and salivary glands. H2A.J was also highly expressed in many carcinoma cell lines and in particular, those derived from luminal breast and prostate cancer. H2A.J thus appears to be a novel marker for luminal epithelial cancers. Knocking-out the H2AFJ gene in T47D luminal breast cancer cells reduced the expression of several estrogen-responsive genes which may explain its putative tumorigenic role in luminal-B breast cancer.
DOI: 10.5517/ccdc.csd.cc27fnv6
title: CCDC 2068718: Experimental Crystal Structure Determination

description: Related Article: Yilin Liu, Jiaxue Liu, Yan-Yun Liu, Boxiao Tang, Hongwei Lin, Yuanxiang Li, Lin Zhang|2021|RSC Advances|11|30415|doi:10.1039/D1RA06063E
DOI: 10.5517/ccdc.csd.cc27fnw7
title: CCDC 2068719: Experimental Crystal Structure Determination

description: Related Article: Yilin Liu, Jiaxue Liu, Yan-Yun Liu, Boxiao Tang, Hongwei Lin, Yuanxiang Li, Lin Zhang|2021|RSC Advances|11|30415|doi:10.1039/D1RA06063E
DOI: 10.18112/openneuro.ds003810.v1.0.0
title: Motor Imagery vs Rest - Low-Cost EEG System
DOI: 10.5281/zenodo.5517508
title: Research Data supporting "Photonic particles made by the confined self-assembly of a supramolecular comb-like block copolymer"

description: <strong>Research Data supporting “</strong><strong>Photonic particles made by the confined self-assembly of a supramolecular comb-like block copolymer</strong><strong>”</strong> <strong><em>Macromolecular Rapid Communications,</em></strong> doi: 10.1002/marc.202100522 The data is arranged into different folders (.zip file), containing the following files (.txt, .tif, etc.; <em>italics</em>). This data and the descriptions below should be read in conjunction with the manuscript and “Supporting Info”, both of which may be found at the following DOI: https://doi.org/10.1002/marc.202100522
DOI: 10.5281/zenodo.5517507
title: Research Data supporting "Photonic particles made by the confined self-assembly of a supramolecular comb-like block copolymer"

description: <strong>Research Data supporting “</strong><strong>Photonic particles made by the confined self-assembly of a supramolecular comb-like block copolymer</strong><strong>”</strong> <strong><em>Macromolecular Rapid Communications,</em></strong> doi: 10.1002/marc.202100522 The data is arranged into different folders (.zip file), containing the following files (.txt, .tif, etc.; <em>italics</em>). This data and the descriptions below should be read in conjunction with the manuscript and “Supporting Info”, both of which may be found at the following DOI: https://doi.org/10.1002/marc.202100522
DOI: 10.5281/zenodo.4668585
title: Research Data Set for PhD thesis "Political Expression in Web Defacements"

description: The software used for collection and processing is available at https://github.com/mkrzmr/Political-Expression-in-Web-Defacements-Crawler
description: Funded by the Irish Research Council GOIPG/2019/2303
DOI: 10.5281/zenodo.4668584
title: Research Data Set for PhD thesis "Political Expression in Web Defacements"

description: The software used for collection and processing is available at https://github.com/mkrzmr/Political-Expression-in-Web-Defacements-Crawler
description: Funded by the Irish Research Council GOIPG/2019/2303
DOI: 10.3886/e120311
title: Data and Code for Teaching Labor Laws: Evidence From A Randomized Control Trial in South Africa

description: <br>We assess whether imperfect knowledge of labor regulation hinders job creation at small and medium-sized firms. We partner with a labor law expert that provides information about labor regulation via newsletters and access to a specialized website. We randomly assign 1800 firms to get access to this service for a 21-week period. Six months later, the average employment level at treatment firms was 12\% higher than at control firms. The intervention decreased the perception that labor regulation is a constraint to hiring and increased optimal employment level. <br><br>
DOI: 10.3886/e120311v1
title: Data and Code for Teaching Labor Laws: Evidence From A Randomized Control Trial in South Africa

description: <br>We assess whether imperfect knowledge of labor regulation hinders job creation at small and medium-sized firms. We partner with a labor law expert that provides information about labor regulation via newsletters and access to a specialized website. We randomly assign 1800 firms to get access to this service for a 21-week period. Six months later, the average employment level at treatment firms was 12\% higher than at control firms. The intervention decreased the perception that labor regulation is a constraint to hiring and increased optimal employment level. <br><br>
DOI: 10.5281/zenodo.5517530
title: From Sintering to Particle Discrimination: New Opportunities in Metal–Organic Frameworks Scintillators

description: Dataset from publication
DOI: 10.5281/zenodo.5517529
title: From Sintering to Particle Discrimination: New Opportunities in Metal–Organic Frameworks Scintillators

description: Dataset from publication