cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5176085
title: Risk-perception, attitudes and behavioural intentions to spend on experiences in the post-Corona crisis: data from Italy, Denmark, China and Japan

description: A cross-sectional survey conducted in Japan (n=1,111), Denmark (n=1,028), China (n=1,019) and Italy (n=1,014) during 10-24th of July 2020. Data format: sav (SPSS) and csv.
description: {"references": ["Gl\u00fcckstad, F.K. (2022) Risk perceptions, attitudes, and behavioral intentions to spend on experiences in the post-Corona crisis: Data from Italy, Denmark, China, and Japan. Data in Brief, 2022, https://doi.org/10.1016/j.dib.2022.108259", "Gl\u00fcckstad F.K., Wiil U.K., Mansourvar M. and Andersen P.T. (2021) Cross-Cultural Bayesian Network Analysis of Factors Affecting Residents' Concerns About the Spread of an Infectious Disease Caused by Tourism. Frontiers in Psychology 12:635110. https://doi/10.3389/fpsyg.2021.635110"]}
DOI: 10.13026/3h21-rc35
title: Establishment of a Chinese critical care database from electronic healthcare records in a tertiary care medical center

description: The medical specialty of critical care, or intensive care, provides emergency
medical care to patients suffering from life-threatening complications and
injuries. The medical specialty is featured by the generation of a huge amount
of high-granularity data in routine practice. The data comprise hourly vital
signs, ventilator waveforms, medical orders, and laboratory results.
Currently, these data are well archived in the hospital information system for
the primary purpose of routine clinical practice. However, data scientists
have noticed that in-depth mining of such big data may provide insights into
the pathophysiology of underlying diseases and healthcare practices. Clinical
questions related to risk factors, predictive analytics, cost-effectiveness,
and causal inference can be addressed with the critical care database. There
have been several openly accessible critical care databases being established,
which have generated hundreds of scientific outputs published scientific
journals. However, such work is still in its infancy in China. China has a
large patient population, which contributes to the generation of a large
healthcare database in hospitals. The establishment and sharing of such a
database can help to promote the open data science and discover novel
scientific knowledge in a collaborative way. In this data descriptor article,
we report the establishment of an openly accessible critical care database
generated from hospital information system. The database comprises 8180 unique
hospital admissions for 7638 individual patients from January 2012 to May
2022. The database contains 11 plain text relational tables that can be linked
by _hospital_ID_.
DOI: 10.14459/2022mp1649709
title: HeliantHOME: a public and centralized database of phenotypic sunflower data

description: The genus Helianthus (commonly known as sunflower) is large and diverse, and includes more than 50 wild species, most of which are native of North America. We have selected a handful of them for an in-depth study of genetic, phenotypic and environmental variation, as well as local adaptation, based on their ability to grow in a variety of, often extreme, environments, including deserts, sand dunes, and salt marshes (Todesco et al., Nature 2020). These data provide the basis for the construction of HeliantHOME. In addition, the cultivated sunflower (Helianthus annuus var. macrocarpus) is a major oilseed crop and therefore of significant agricultural relevance. Therefore, we have also included phenotypic data for a diversity panel of cultivated sunflowers, which should be a valuable resource for plant breeders. The study of sunflowers offer numerous opportunities both to increase our understanding of ecological and evolutionary processes as well as to contribute to genetic research and breeding efforts (Kane et al., Mol Ecol Resour 2013).
DOI: 10.1594/wdcc/ssirc_1
title: Volcanic SO2 data derived from limb viewing satellites for the lower stratosphere from 1998 to 2012, and from nadir viewing satellites for the troposphere

description: Project: Stratospheric Sulfur and its Role in Climate - see project page http://www.sparc-ssirc.org/ Summary: This directory (experiment) contains volcanic SO2 data derived from limb viewing satellites for the lower stratosphere from 1998 to 2012. The usage of the data is described in Timmreck et al., (2018), datasets VolcDB1 and VolcDB1_3D. We provide 3D-plumes of observed volume mixing ratio perturbations in the lower stratosphere / upper troposphere typically derived from 10-day periods as nc-files and integrated values of injected SO2 mass with peak latitudes and altitudes as Fortran formatted ascii files (A11,5(1X,I3),I4,4(1X,I3),5(1X,I2),I3,4(1X,I2)) for at maximum 5 events at one time. Instead of A11 I2,I5,I5 can be used to read in the components of time. The data from Dec. 1997 to Jan. 2002 are based on L2-files of SAGE II (V7.0) provided by the NASA DAAC (Thomason et al., 2008). The data from Jul. 2002 to Mar. 2012 use the updated 5-day time series of MIPAS (Hoepfner et al., 2015), supplemented by SO2 derived from GOMOS extinctions (Bingen et al., 2017, with a corresponding table). SO2volc3D_pap_T42L90r.nc: 3D SO2 for 131 events in T42L90 resolution (ECHAM-grid in grid_T42L90.nc) surface to about 80km).. SO2volc3D_pap_T63L90r.nc: same in T63L90 resolution (ECHAM-grid in grid_T63L90.nc). Here a downscaling by 0.7 for low latitude eruptions is recommended because of less removal by overshooting convection (The data in the T42 file and in the table in Bingen et al 2017 were upscaled within the measurement uncertainty to overcome the model artifact in low resolution, this applies only for the ENVISAT part from Jul. 2002 on). Latitude from South to North, for use with ECHAM please reverse. The levels on the hybrid-grid in the grid files are defined as lev(x,y,z)=hyam(z)+hybm(z)*apsave(x,y), in Pa (apsave annual average of surface pressure or orography). Volcano_or_region_echam_merged_dd_mm_yyyy.txt: integrated SO2 mass injected (in kt), SAGE and ENVISAT period. The postscript-file is an example on the T42 grid, the *doc-file includes the volcano names for the data in the *.txt Files, see also http://wwww.volcano.si.edu (Smithsonian volcano database). AEROCOM-DIEHL_UMZ1_tropo11.nc: Fluxes from outgassing volcanoes in the troposphere (below 200hPa), taken from AEROCOM (Diehl, 2012; Caution, filled with odd climatology after 2009, monthly, beginning in Jan. 1950) AEROCOM-DIEHL_1297-0312_tropo11.nc: Subset beginning Dec. 1997.
DOI: 10.17632/n978dpgcgn.1
title: iSignDB2020
DOI: 10.18112/openneuro.ds001486.v1.3.0
title: Brain Correlates of Math Development
DOI: 10.18112/openneuro.ds002886.v1.0.0
title: Brain Development of Deductive Reasoning
DOI: 10.18112/openneuro.ds003076.v1.0.0
title: Brain Correlates of Deductive Reasoning in Adults
DOI: 10.5441/002/edbt.2016.16
title: Generic Keyword Search over XML Data
DOI: 10.6084/m9.figshare.20146844
title: Constructing compact cities: How urban regeneration can enhance growth

description: This dataset includes many indexes of global cities. The variables of congestion level, skyscraper index, whether a city was bombed in WWII (World War II), and global cities’ population are key variables. (1) The congestion level data were collected from TOMTOM company. The congestion level data includes five indexes in 2004 which are “Congestion level”, “Morning peak Congestion level”, “Evening peak Congestion level”, “Highways Congestion level”, “Non-highways Congestion level”, and two indexes in 2020 which are “Time lost per year” and “Congestion level”. (2) The data of skyscraper index is calculated using the data of building height from the Council on Tall Buildings and Urban Habitat, from which we can obtain accurate data on the number of buildings taller than 150 m. With these data, we constructed an index of skyscrapers taller than 150 m in a city. A building receives a score of 1.5 if it is taller than 150 m and shorter than 200 m, 2.0 if it is between 200 m and 300 m, and so on. Then, we summed the scores for skyscrapers in the city as the “skyscraper index” of the city. (3) The data of whether a city was bombed in WWII is dummy variable, if the urban area of a city was bombed in WWII, it is 1, and 0 otherwise. The authors consulted various historical files and determined the value. (4) The data of global cities’ population, as well as the area and density of the city, are on the city-level, and were collected from the website of the cities or countries’ statistics department. These indicators are good measures of the level of congestion, urban spatial structure, instrumental variable (IV) for urban spatial structure, and urban population in global cities, and can be reused in other analysis.
DOI: 10.6084/m9.figshare.20418042
title: Supplementary Material for: Long-term follow-up after surgery for chronic pancreatitis – a bicentric retrospective experience.

description: Introduction The impact of surgery on nutritional status, pancreatic function and symptoms of patients affected by chronic pancreatitis (CP) has not been unequivocally determined. This study aims to evaluate clinical follow-up after surgery for CP in an Italian-Austrian population. Materials and Methods Patients operated for CP at two high-volume centers between 2000 and 2018 were analysed. The following parameters were compared between the pre- and post-operative period: nutritional status, endocrine and exocrine pancreatic functions and chronic pain. Results Overall, 186 patients underwent surgery for CP. Among these, 68 (40%) answered a specific follow-up questionnaire. The body mass index showed a significant increase between pre-and post-operative assessments (21.1 vs 22.5 p = 0.003). Furthermore, a 60% decrease in the prevalence of chronic pain (81 vs 21%, p &lt; 0.001) was observed. On the contrary, both exocrine and endocrine pancreatic functions pointed towards a worsening after surgery, with consistent higher rates of patients presenting with diabetes mellitus, as well as patients requiring insulin therapy and oral intake of pancreatic enzymes. The analysis of body composition performed on 40 (24%) patients with a complete imaging pack revealed no significant change in the nutritional status after surgery. Discussion/Conclusion Despite the good results observed in terms of pain relief, the surgical approach led to a consistent worsening of the global pancreatic function. No significant influence of surgery on the nutritional status of patients was detected.
DOI: 10.6084/m9.figshare.21940073
title: Supplementary Material for: Transcriptional Analysis of Microsatellites in Velvetbean Caterpillar <b><i>Anticarsia gemmatalis</i></b> Hübner, 1818

description: Brazil is the largest producer of soybeans in the world. The vast extent of soybean plantations across the Brazilian territory exposes this crop to attack by several insects, including the velvetbean caterpillar, <i>Anticarsia gemmatalis</i>. One of the alternatives used to control this insect are the toxins produced by <i>Bacillus thuringiensis</i> (<i>Bt</i>). However, in some cases, resistance to these toxins has been reported in the laboratory. Despite the ecological and economic impact of the velvetbean caterpillar, there are few studies on the genetic structure of this species, especially with regard to microsatellites. In this paper, we carried out a comparative transcriptional analysis of microsatellites in resistant (RES) and susceptible (SUS) strains of <i>A. gemmatalis</i> challenged and not challenged with <i>Bt</i> toxins. According to the number of sequences analyzed in each group, a 7.9% simple sequence repeat (SSR) rate was identified for the SUS library, and 7.4% for SUS<i>Bt</i>. For the RES group, this value was 8.5% and for the RES<i>Bt</i> 7.7%. Most of the fragments found showed a shorter repeat pattern, located in mono- and trinucleotide motifs. Among the 128 types of SSR motifs, it was possible to notice a large amount of adenine and thymine in relation to guanine and cytosine, which was also seen in chromosomes after staining with base-specific fluorochromes DAPI/CMA<sub>3</sub>, highlighting DAPI-positive regions. Although the participation of microsatellites in the resistance mechanism of <i>A. gemmatalis</i> to <i>Bt</i> is not clear, the results obtained in this work contribute to a better understanding of the repetitive DNA found in transcribed regions of a non-model organism.
DOI: 10.6084/m9.figshare.21940961
title: Supplementary Material for: Differential Circular RNA Expression Profiles in Induced Sputum of Patients with Asthma

description: <b><i>Introduction:</i></b> circRNA played a role in a variety of diseases. This paper aimed to explore the differentially expressed circRNA in induced sputum cells of asthma patients, so as to provide new potential biomarkers and new ideas for the study of asthma. <b><i>Methods:</i></b> All subjects were from the First Affiliated Hospital of Sun Yat-sen University. Differentially expressed circRNAs of asthma patients were screened by high-throughput sequencing. qRT-PCR was used to verify the expression of differential circRNAs. The association between circRNA and asthma was explored by analyzing the correlation between circRNA and clinical data and some cytokines of asthma patients. The possible ceRNA network was analyzed and predicted by online software, and the expression of each molecule in the network was preliminary verified by qRT-PCR in induced sputum cells and 16HBE cell. <b><i>Results:</i></b> We screened a total of 49 circRNAs differentially expressed in asthma patients (including 12 circRNAs with elevated expression and 37 circRNAs with decreased expression), among which has_circSORT1 and has_circSERPINB1 were significantly elevated. Correlation analysis showed that has_circSORT1 was correlated with FeNO, EOS%, IL-17A, IFN-γ, and PC20, and has_circSERPINB1 was correlated with IL-6, IL-17A, IFN-γ, FEV1%, and FVC%. The possible existence of has_circSORT1/has-miR-185-3p/ZNFX1, a ceRNA regulatory network, in induced sputum cells of asthma patients was hypothesized by online software prediction and qRT-PCR in sputum cells and 16HBE. <b><i>Conclusion:</i></b> Differentially expressed circRNAs existed in induced sputum cells of asthma patients, among which has_circSORT1 and has_circSERPINB1 were significantly upregulated and may be involved in the process of asthma disease, which could be expected to be a potential biomarker for asthma diagnosis. In addition, a ceRNA regulatory network, has_circSORT1/has-miR-185-3p/ZNFX1, may exist in asthma.
DOI: 10.17189/1519507
title: MRO CRISM EXPERIMENT DATA RECORD V1.0
DOI: 10.34740/kaggle/dsv/3830715
title: Multi-Step Cyber-Attack Dataset (MSCAD)
DOI: 10.5066/p919ldsy
title: Observations of survival and hatch of developing pallid sturgeon embryos in relation to experimental substrate and sediment cover

description: This dataset documents the number of normally developed hatched free embryos, abnormally developed hatched free embryos, and viable unhatched embryos from two laboratory trials (shovelnose sturgeon during April and pallid sturgeon during May 2016) in substrate conditions designed to simulate potential fates within a dynamic riverine environment. Trials were performed with substrate treatments that consisted of clean glass (control), gravel, medium-coarse sand, and fine sand-silt. Medium-coarse sand and fine sand-silt substrates were each tested three ways: unburied, partially buried, and fully buried (1?2 millimeter depth). Pallid sturgeon and shovelnose sturgeon embryos were exposed to trial conditions from the day of fertilization until day 10 of incubation.
DOI: 10.5281/zenodo.7145196
title: anonymized author dataset from the publication "Impact of the COVID-19 pandemic on publishing in astronomy in the initial two years"

description: We provide the anonymized author dataset that was prepared for the research presented in https://arxiv.org/pdf/2203.15621.pdf . The data is provided as two pickled pandas data frames. The first data frame contains the number of publications each author has written in each year per author position (as 1st author etc.) and their assigned gender. The second file contains the corresponding country of affiliation for each author and year. The two data frames can be matched by author_id. Columns in "matched_author_dataset_publication_counts_zenodo.pkl": <pre>['author_id', 'gender', 'P(gender)', 'pub1_tot', 'first_auth_pub_year', 'pub2_tot', 'auth_2_pub_year', 'pub3_tot', 'auth_3_pub_year', 'pub4_tot', 'auth_4_pub_year', 'pub5_tot', 'auth_5_pub_year', 'pub6_tot', 'auth_6_pub_year', 'pub7_tot', 'auth_7_pub_year', 'pub8_tot', 'auth_8_pub_year', 'pub9_tot', 'auth_9_pub_year', 'pub10_tot', 'auth_10_pub_year', 'pub11_tot', 'auth_11_pub_year', 'pub12_tot', 'auth_12_pub_year', 'pub13_tot', 'auth_13_pub_year', 'pub14_tot', 'auth_14_pub_year', 'pub15_tot', 'auth_15_pub_year', 'pub16_tot', 'auth_16_pub_year', 'tot_pub', 'tot_pub_year', 'last_pub', 'first_pub']</pre> 'author_id' is a unique id assigned to the author. 'gender' contains the author's most likely gender and 'P('gender')' the likelihood of correct assignment. 'pubX_tot' contains the total number of publications the author has written as Xth author, 'auth_X_pub_year' contains a list with one entry per year from 1950 to 2022 counting the number of papers the author has published as Xth author in that year. 'tot_pub' counts the total number of publications (summed over all years) and 'tot_pub_year' for each year/ 'last_pub' and 'first pub' contain the list indices of the years when the author last/first published. Columns in author_dataframe_country.pkl: <pre>['author_id', 'aff_year', 'aff_country_author']</pre> 'aff_year' is a list of years for which country information could be inferred for this author. 'aff_country_author' is a list of countries for each entry in 'aff_year'.
description: Additional data, information, and code are available upon request. Please contact one of the authors.
DOI: 10.17632/k9pvh7rc9n.5
title: Recycled Water Acceptance: Data from Two Spanish Regions with Opposite Levels of Scarcity.

description: Recycled Water Acceptance: Data from Two Spanish Regions with Opposite Levels of Scarcity.
DOI: 10.26050/wdcc/ssirc_3
title: Volcanic SO2 data derived from limb viewing satellites for the lower stratosphere from 1990 to 2019, and from nadir viewing satellites for the troposphere, including the corresponding radiative forcing computed by the CCM EMAC

description: Project: Stratospheric Sulfur and its Role in Climate - see project page http://www.sparc-ssirc.org/ Summary: This directory contains volcanic SO2 data derived from limb viewing satellites for the lower stratosphere from 1990 to 2019. The usage of the data is described in Timmreck et al., (2018), datasets VolcDB1 and VolcDB1_3D. We provide 3D-plumes of observed volume mixing ratio perturbations in the lower stratosphere / upper troposphere typically derived from 10-day periods as nc-file and integrated values of injected SO2 mass with peak latitudes and altitudes as Fortran formatted ascii file (33X,A11,5X,6(I3,1X),I4,1X,5(I3,1X),6(I3,1X),I5,1X,4(I3,1X),I3) for at maximum 6 events at one time. Instead of A11 I2,A4,I5 can be used to read in the components of time. The data from Jan. 1990 to Jan. 2002 are based on L2-files of SAGE II (V7.0) provided by the NASA DAAC (Thomason et al., 2008). The data from Jul. 2002 to Mar. 2012 use the updated 5-day time series of MIPAS (Hoepfner et al., 2015), supplemented by SO2 derived from GOMOS extinctions (Bingen et al., 2017, with a corresponding table, scaled for lower resolution). After March 2012 based on OSIRIS (Rieger et al., 2019). volc_SO2-3D-vmr-perturbation-1990-2019.nc: 3D SO2 for 258 days with eruptions in T63L90 resolution (ECHAM-grid in grid-T63L90.nc). Latitude from South to North, for use with ECHAM please reverse. The levels on the hybrid-grid in the grid files are defined as lev(x,y,z)=hyam(z)+hybm(z)*apsave(x,y), in Pa (apsave annual average of surface pressure or orography), surface to 80km (update of VolcDB1_3D). This version contains the factors of Brühl et al. (2018) for MIPAS included in the ascii-file with the integrals and which were missing in Version 2 (SSIRC_2). volc-so2-inventory.ps: plot of zonal averages of SO2 perturbation at 3 altitudes (gaps not shown, widths of bars have no meaning). volc-SO2-mass.txt: integrated SO2 mass injected (in kt), SAGE, ENVISAT and OSIRIS period (update of VolcDB1). The volcano names are in the first column, see also http://www.volcano.si.edu (Smithsonian volcano database), Schallock et al. (2021) and SSIRC_1 (doi:10.1594/WDCC/SSIRC_1). AEROCOM-DIEHL-degassing-volc-SO2.nc: Fluxes from outgassing volcanoes in the troposphere (below 210hPa), taken from AEROCOM (Diehl et al., 2012). Caution, filled with odd climatology after 2009, monthly (subset beginning Jan. 1990). volc-globalforcing-tropo.nc: EMAC results for instanteneous global radiative radiative forcing by stratospheric aerosol near the tropopause (in W/m2), figure see Schallock et al. (2021)
DOI: 10.48690/1524206
title: LandScan Global 2010

description: Using an innovative approach that combines Geographic Information Science, remote sensing technology, and machine learning algorithms, ORNL's LandScan is the community standard for global population distribution. At 30 arc-second (approximately 1 km) resolution, LandScan is the finest resolution global population distribution data available representing an 'ambient population' (average over 24 hours). The LandScan algorithm, an R&D 100 Award Winner, uses spatial data, high-resolution imagery exploitation, and a multi-variable dasymetric modeling approach to disaggregate census counts within an administrative boundary. LandScan population data are spatially explicit - unlike tabular Census data. Since no single population distribution model can account for the differences in spatial data availability, quality, scale, and accuracy as well as the differences in cultural settlement practices, LandScan population distribution models are tailored to match the data conditions and geographical nature of each individual country and region. By modeling an ambient population, LandScan Global captures the full potential activity space of people throughout the course of the day and night rather than just a residential location.
DOI: 10.5281/zenodo.5703131
title: ASP-BC Dataset

description: The ASP-BC Dataset contains real and instances of the ASP-BC and the detailed results of the solution approaches proposed in the work entitled: "The parallel AGV Scheduling Problem with battery constraints: a new formulation and a matheuristic approach".
DOI: 10.5281/zenodo.6449720
title: A Social and News Media Benchmark Dataset for Topic Modeling

description: A novel approach to topic modeling using PSO-based clustering is compared to traditional techniques using the 20 Newsgroups dataset and a collection of posts from the Reddit health forum r/Cancer.
DOI: 10.6084/m9.figshare.18131063
title: MB07H1M9 humerus osteon measurements

description: Raw dataset containing repeated and averaged measurements of secondary osteon and Haversian canal area from a total of 16 osteons in a humerus sample of Mán Bạc individual MB07H1M9.