cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21581330.v1
title: Caledonian hot zone magmatism in the ‘Newer Granites’: insight from the Cluanie and Clunes plutons, Northern Scottish Highlands

description: A single supplementary item contains three Excel worksheets: Worksheet 1 - laser ablation data, Worksheet 2 - all major and trace element data and radiogenic isotope results, Worksheet 3 - comparison of existing and new geobarometric data.
DOI: 10.34740/kaggle/dsv/4535090
title: LUFlow Network Intrusion Detection Data Set
DOI: 10.5281/zenodo.7330009
title: data

description: data
DOI: 10.5281/zenodo.7330010
title: data

description: data
DOI: 10.5281/zenodo.7333215
title: Dataset Literatur Review Online Business AND Post-Covid

description: Data tersebut didapatkan dengan menggunakan website lens.org dengan memilih Scholarly Works dan pencariannya berbasis kata kunci/keyword “Online Business AND Post-Covid” dan akan memunculkan sejumlah data yang didalamnya berbentuk dokumen. Yang selanjutnya di filter sebanyak 2 kali yang mana fitur filter pertama yaitu pada bagian Document Type “Journal Article dan Conference Proceeding” setelahnya menggunakan fitur filter Subject Matter pada Subject “Law”. Pada setiap tahapan mulai awal hingga akhir semua data tersebut masing-masing di export dengan format CSV dan BIBTEX, dan diambil semua gambar yang muncul pada menu analisys di lens.org pada tahap terakhir.
DOI: 10.5281/zenodo.7333214
title: Dataset Literatur Review Online Business AND Post-Covid

description: Data tersebut didapatkan dengan menggunakan website lens.org dengan memilih Scholarly Works dan pencariannya berbasis kata kunci/keyword “Online Business AND Post-Covid” dan akan memunculkan sejumlah data yang didalamnya berbentuk dokumen. Yang selanjutnya di filter sebanyak 2 kali yang mana fitur filter pertama yaitu pada bagian Document Type “Journal Article dan Conference Proceeding” setelahnya menggunakan fitur filter Subject Matter pada Subject “Law”. Pada setiap tahapan mulai awal hingga akhir semua data tersebut masing-masing di export dengan format CSV dan BIBTEX, dan diambil semua gambar yang muncul pada menu analisys di lens.org pada tahap terakhir.
DOI: 10.5281/zenodo.7225627
title: ERCAS Transparency Index (T-index) 2022

description: The Computer Mediated Government Transparency Index (T-index) provides an <strong>assessment of government transparency</strong> based on different kinds of public information services that governments offer to their citizens, encompassing both <em>de jure</em> (signature of treaties and implementation of laws) and <em>de facto</em> (actual availability of data online) aspects of transparency. This index is an important tool for governments and civic actors around the world. Items missing on the index are a guide for transparency advocates. Read more on the T-index Methodology.
DOI: 10.6084/m9.figshare.11322464
title: Dataset for "The effect of rainfall amount and timing on annual transpiration in grazed savanna grassland"

description: Half-hour and monthly data<br>
DOI: 10.5281/zenodo.3923517
title: The surface ozone observation data of Kunlun station in 2016

description: The Kunlun Station (80°25'02"S, 77°06'59"E, altitude 4087 m) is located in the DA area, on the summit of the east Antarctic Ice Sheet. The ozone monitor is located near the Dome A observatory far away from the living area. Due to the limitation of energy consumption and transportation conditions, the Thermo 49i ozone monitor cannot be used. At this stage, the portable ozone monitor with low energy consumption can only be used. On the 1st of Jan 2016, we deployed a Model 205 Dual Beam Ozone Monitor during the 33rd Chinese National Antarctic Research Expedition. The Model 205 Dual Beam Ozone Monitor makes use of two detection cells to improve precision, baseline stability, and response time. In the dual beam instrument, UV light intensity measurements I0 (ozone-scrubbed air) and I (unscrubbed air) are performed simultaneously. Combined with other improvements, this instrument is the fastest UV-based ozone monitor on the market, with such small size, weight, and power requirements characteristics (Table 1). Fast measurements are particularly desirable for unattended stations, aircraft and balloon measurements, where high spatial resolution is desired. The Model 205 Dual Beam Ozone Monitor is an Environmental Protection Agency (EPA) federal equivalent method (FEM). <br> The Zhongshan Station (69°22'12"S, 76°21'49"E, altitude 18.5 m) is located at the edge of the east Antarctic Ice Sheet, where we installed a UV absorption near-surface ozone analyser (EC9810A) for long-term near-surface ozone monitoring. The observational frequency was 3 min, and the data were transferred in real time to Beijing. Furthermore, to prevent data losses, a CR1000 data logger was used to record the data output in real time. Every three months, the ozone analyser was calibrated using the EC9811 ozone calibrator, and 5 standard concentrations of ozone gas were generated for each calibration. The calibration concentration and measured concentration underwent correlation analysis, and seasonal calibration results were generated every three months. In 2016, 5 calibrations were made, and the appropriate correlation coefficients (r) were all greater than 0.9995.<br> The Amundsen-Scott Station (89°59'51.19 "S, 139°16'22.41" E, altitude 2835 m) is located at the SP and operated by the United States. The near-surface ozone data were downloaded from the Earth System Research Laboratory Global Monitoring Division under the NOAA (https://www.esrl.noaa.gov/gmd/dv/data).
DOI: 10.6084/m9.figshare.17156261.v1
title: MitoSox Data

description: Data used to generate MitoSOX positive and negative graphs.<br>
DOI: 10.6084/m9.figshare.19848748
title: Supplementary Material for: A novel signature based on m6A RNA methylation regulators reveals distinct prognostic subgroups and associates with tumor immunity of patients with pancreatic neuroendocrine neoplasms

description: Introduction: The RNA N6-methyladenosine (m6A) regulators play a crucial role in tumorigenesis and could be indicators of prognosis and therapeutic targets in various cancers. However, the expression status and prognostic value of m6A regulators have not been studied in pancreatic neuroendocrine neoplasms (PanNENs). We aimed to investigate the expression patterns and prognostic value of m6A regulators and assess their correlations with immune checkpoints and infiltrates in PanNENs. Methods: Immunohistochemistry was performed for 15 m6A regulators and immune markers using tissue microarrays obtained from 183 patients with PanNENs. The correlation between m6A protein expression and clinicopathological parameters with recurrence-free survival (RFS) was examined using a random survival forest, Cox regression model and survival tree analysis. Results: Among the 15 m6A proteins, high expression of YTHDF2 and HNRNPC was found to be significantly associated with recurrence and served as independent risk factors. High YTHDF2 expression was associated with higher number of CD3+ T cells, whereas high HNRNPC expression was significantly correlated with the expression of PD-L1. A YTHDF2-based signature was determined, including five patterns from survival tree analysis: patients with the LNnegYTHDF2high signature had a 5-year RFS rate of 92.1%, whereas patients with LNposTumorSize＜2.5cm signature had the worst 5-year RFS rate of 0%. The area under receiver operating characteristic curve was 0.870 for the YTHDF2-based signature. The C-index was 0.978, suggesting good discrimination ability; the risk score of recurrence served as an independent prognostic factor indicating shorter RFS. Conclusions: YTHDF2 appears to serve as a promising prognostic biomarker and therapeutic target. A YTHDF2-based signature can identify distinct subgroups, which may be helpful to strategize personalized postoperative monitoring.
DOI: 10.6084/m9.figshare.20179379
title: Supplementary Material for: NELL1-positive HIV-associated lupus-like membranous nephropathy with spontaneous remission

description: Introduction: Kidney biopsy findings in patients with human immunodeficiency virus (HIV) are diverse, and optimal therapy for the various immune complex diseases in the setting of HIV is unknown. Case presentation: A man with well-controlled HIV developed nephrotic range proteinuria and kidney biopsy revealed lupus-like glomerulonephritis with a predominantly membranous pattern of injury. He opted for conservative therapy and experienced spontaneous and sustained remission. Subsequent testing revealed neural epidermal growth factor-like 1 (NELL1)-positive glomerular immune deposits. NELL1-positive glomerular immune deposits were identified in a total 2 of 5 tested HIV-associated MN, which were morphologically dissimilar and one of which weakly co-expressed phospholipase A2 receptor (PLA2R). Discussion: This case suggests potentially different outcomes in patients with immune complex diseases in the setting of HIV based on disease etiology and histopathology. HIV-associated MN is occasionally NELL1-positive.
DOI: 10.5281/zenodo.6473775
title: ARISE-SAI-1.5: Assessing Responses and Impacts of Solar climate intervention on the Earth system with Stratospheric Aerosol Injection, with cooling to 1.5C

description: Assessing Responses and Impacts of Solar climate intervention on the Earth system with Stratospheric Aerosol Injection (ARISE-SAI) is a set of simulations carried out with the Community Earth System Model, version 2 with the Whole Atmosphere Community Climate Model, version 6 (CESM2(WACCM6)) that aims at simulating a plausible deployment of solar climate intervention of stratospheric aerosol injection to enable community assessment of responses of the Earth system. This first set of simulations introduce stratospheric aerosol injection at ~ 21 km in simulated year 2035, called ARISE-SAI-1.5, utilize the middle-of-the-road SSP2-4.5 emission scenario,, and keep global mean surface air temperature near 1.5°C above the pre-industrial value. Sulfur dioxide injections in the ARISE-SAI-1.5 simulations are placed at four injection locations (15°S, 15°N, 30°S, 30°N) into one grid box at 180° longitude, and midpoint altitude of 21.6 km. The injection amount at each latitude is specified annually by a “controller” algorithm. This strategy ensures that the global mean surface temperature (T0), north-south temperature gradient (T1), and equator-to-pole temperature gradient (T2) remain close to ~ 1.5°C above the pre-industrial value throughout the simulation. The files contained here contain output of surface temperature (TREFHT), total precipitation (PRECT), SO4, and controller log files with amounts of SO2 injection.
description: More information can be found here: https://www.cesm.ucar.edu/projects/community-projects/ARISE-SAI/
DOI: 10.5281/zenodo.7041918
title: Glen Torridon Clast Data

description: Excel file containing morphology data for clasts sampled in the Glen Torridon region of Aeolis Mons (informally Mount Sharp), Gale crater, Mars.
DOI: 10.5281/zenodo.7326389
title: Stories on Open Educational Practices in German Higher Education

description: <strong>Stories on Open Educational Practices in German Higher Education by Sigrid Fahrer, </strong><strong>Tamara Heck</strong><strong>, </strong><strong>Ronny Röwert</strong><strong>, </strong><strong>Naomi Truan</strong> <em>citation suggestion: </em>Fahrer, S., Heck, T., Röwert, R., Truan, N. (2022). Stories on Open Educational Practices in German Higher Education. Data set on autoethnographic reflections. https://doi.org/10.5281/zenodo.7326390 The stories are part of the autoethnographic reflections of the four practitioners. They are based on the following research papers: Cronin, C. (2017). Openness and Praxis: Exploring the Use of Open Educational Practices in Higher Education. The International Review of Research in Open and Distributed Learning, 18(5). https://doi.org/10.19173/irrodl.v18i5.3096 Hegarty, B. (2015). Attributes of Open Pedagogy: A Model for Using Open Educational Resources. Educational Technology, 55(4), 3–13. https://upload.wikimedia.org/wikipedia/commons/c/ca/Ed_Tech_Hegarty_2015_article_attributes_of_open_pedagogy.pdf Mayrberger, K. (2020). Open Educational Practices (OEP) in Higher Education. In M. A. Peters (Ed.), Springer eBook Collection. Encyclopedia of Educational Philosophy and Theory (pp. 1–7). Springer. https://doi.org/10.1007/978-981-287-532-7_710-1. Wiley, D., & Hilton III, J. L. (2018). Defining OER-Enabled Pedagogy. The International Review of Research in Open and Distributed Learning, 19(4). https://doi.org/10.19173/irrodl.v19i4.3601
description: This dataset is discussed in the publication: Fahrer, S., Heck, T., Röwert, R., Truan, N. (2022). From Theoretical Debates to Lived Experiences: Autoethnographic Insights into Open Educational Practices in German Higher Education. RIO Collection: Bootstrapping the Open Science culture: The fellowship approach. 10.3897/rio.8.e86663
description: {"references": ["Cronin, C. (2017). Openness and Praxis: Exploring the Use of Open Educational Practices in Higher Education. The International Review of Research in Open and Distributed Learning, 18(5). https://doi.org/10.19173/irrodl.v18i5.3096", "Hegarty, B. (2015). Attributes of Open Pedagogy: A Model for Using Open Educational Resources. Educational Technology, 55(4), 3\u201313. https://upload.wikimedia.org/wikipedia/commons/c/ca/Ed_Tech_Hegarty_2015_article_attributes_of_open_pedagogy.pdf", "Mayrberger, K. (2020). Open Educational Practices (OEP) in Higher Education. In M. A. Peters (Ed.), Springer eBook Collection. Encyclopedia of Educational Philosophy and Theory (pp. 1\u20137). Springer. https://doi.org/10.1007/978-981-287-532-7_710-1", "Wiley, D., & Hilton III, J. L. (2018). Defining OER-Enabled Pedagogy. The International Review of Research in Open and Distributed Learning, 19(4). https://doi.org/10.19173/irrodl.v19i4.3601"]}
DOI: 10.15129/1352ed1d-5b90-4b7f-9541-a9dcffe1d275
title: Data for: "Fabrication and transfer printing based integration of free-standing GaN membrane micro-lenses onto semiconductor chips"

description: The dataset underpins the plotted and processed data in the paper and is ordered by the figure and subfigure it relates too. Figures in the supplemental document are indicated with an "S" before the number. Files are in .txt (AFM profiles, FDTD simulations), .tiff (CCD data, 2D AFM data) and .png (CCD data) format and are self-explanatory by file name and with the article as reference. For figure 6 b)/c), the raw data images contain three similar devices, from which only one is presented in the paper and can be identified by the microscope images. The .png files are included to illustrate that the raw images were separated into RGB colors, only using green. Some FDTD simulations contain refractive index data that can be used to display the contours of the structures as it is done in the article.
DOI: 10.15468/e8ye-m186
title: GBIF Backbone Taxonomy (2019-09-06)
DOI: 10.5281/zenodo.1476854
title: Clay content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution

description: Clay content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution. Based on machine learning predictions from global compilation of soil profiles and samples. Processing steps are described in detail <strong>here</strong>. Antarctica is not included. To access and visualize maps use: OpenLandMap.org If you discover a bug, artifact or inconsistency in the maps, or if you have a question please use some of the following channels: Technical issues and questions about the code: https://gitlab.com/openlandmap/global-layers/issues General questions and comments: https://disqus.com/home/forums/landgis/ All files internally compressed using "COMPRESS=DEFLATE" creation option in GDAL. File naming convention: sol = theme: soil, clay.wfraction = variable: sand weight fraction, usda.3a1a1a = determination method: laboratory method code, m = mean value, 250m = spatial resolution / block support: 250 m, b10..10cm = vertical reference: 10 cm depth below surface, 1950..2017 = time reference: period 1950-2017, v0.2 = version number: 0.2,
description: {"references": ["USDA-NRCS, (2014) Laboratory Methods Manual (SSIR 42). U.S. Department of Agriculture, Natural Resources Conservation Service, National Soil Survey Center.", "Hengl T, Mendes de Jesus J, Heuvelink GBM, Ruiperez Gonzalez M, Kilibarda M, Blagoti\u0107 A, et al. (2017) SoilGrids250m: Global gridded soil information based on machine learning. PLoS ONE 12(2): e0169748.", "Hengl, T., MacMillan, R.A., (2019). Predictive Soil Mapping with R. OpenGeoHub foundation, Wageningen, the Netherlands, 370 pages, www.soilmapper.org, ISBN: 978-0-359-30635-0."]}
DOI: 10.5281/zenodo.6137047
title: GBIF mediated occurrences of Fabaceae

description: GBIF mediated occurrences of Fabaceae from 2021-02-04.
DOI: 10.5281/zenodo.7309969
title: Observations and Reanalyses products

description: We investigate the representation of the Canary upwelling system (CUS) in six global coupled climate models operated at high and standard resolution as part of the High Resolution Model Intercomparison Project (HighResMIP). The models’ performance in reproducing the observed CUS is assessed in terms of various upwelling indices based on sea surface temperature (SST), wind stress, and sea surface height, focusing on the effect of increasing model spatial resolution. Our analysis shows that possible improvement in upwelling representation due to the increased spatial resolution depends on the subdomain of the CUS considered. Strikingly, along the Iberian Peninsula region, which is the northernmost part of the CUS, the models show lower skill at higher resolution compared to their corresponding lower-resolution version in both components for all the indices analyzed in this study. In contrast, over the southernmost part of the CUS, from the north of Morocco to the Senegalese coast, the high-ocean- and high-atmosphereresolution models simulate a more realistic upwelling that the standard-resolution models, which largely differ from the range of observational estimates. These results suggest that increasing resolution is not a sufficient condition to obtain as systematic improvement in the simulation of the upwelling phenomena as represented by the indices considered here, and other model improvements notably in terms
DOI: 10.5676/dwd/catrare_w3_eta_v2021.01
title: CatRaRE_W3_Eta_v2021.01: Catalogues of heavy precipitation events exceeding DWD's warning level 3 for severe weather based on RADKLIM-RW Version 2017.002
title: Parameter and polygons of heavy precipitation events in Germany

description: The catalogues of spatially and temporally independent heavy precipitation events are based on RADKLIM-RW Version 2017.002. The hourly precipitation sums (RW) result from radar-based precipitation estimates on a 1 km x 1 km grid over Germany adjusted to station data. Based on this dataset precipitation sums with 11 different durations (1, 2, 3, 4, 6, 9, 12, 18, 24, 48 and 72 hours) were calculated for each hour. For each duration and hour precipitation objects of adjacent grid boxes were identified, that exceeded DWD's warning level 3 for severe weather (W3). From all object that describe the same precipitation event (e.g. an event might exceed the threshold for several durations or in consecutive hours), the one with the highest extremity (Eta, a parameter dependend on return period and spatial extent) was chosen and listed in the catalogue. In a csv-file all events are listed with date and time, duration, return period, geographical location of the precipitation maximum and further parameter. In addition to the .csv tables, each catalogue is available in GIS-Format, permitting the spatial representation of events. All precipitation maxima are represented in a Point Feature Layer and each event’s zone is a part of the Polygon Feature Layer. Each layer contains a complete attribute table, which fully corresponds to the .csv file. Both datasets are availabe as file geodatabase (.gdb) with RADKLIM native polar stereographic projection.
DOI: 10.17043/noormets-2022-kronebreen-1
title: Subaerial and submarine frontal morphology of Kronebreen, Svalbard, 24 August 2016
DOI: 10.17632/kdtcs4fk8g.3
title: GENeSYS-MOD China: Technology, demand, and renewable data

description: This dataset contains renewable potentials, timeseries, technology data, and additional data tables and figures for the article "Decarbonizing China’s Energy System - Modeling the Transformation of the Electricity, Transportation, Heat, and Industrial sectors".
DOI: 10.5281/zenodo.4013939
title: Snow depth and land surface cover in Tuolumne basin (California) from Pléiades images

description: This dataset contains products calculated from Pléiades images. Details about the products are available in https://doi.org/10.5194/tc-2020-15. These products were used in Figure 4. - pleiades_elevation_difference_raw_winter_minus_summer.tif : raw difference of digital elevation models (DEMs) calculated from Pléiades stereo images. - pleiades_snow_depth_winter.tif : difference of DEMs on snow terrain only (where pleiades_land_surface_cover_winter.tif==1 with morphological erosion) - pleiades_land_surface_cover_winter.tif : land cover surface in the winter images (1= snow, 2=forest, 3= stable terrain, 4=water) - pleiades_land_surface_cover_summer.tif : land cover surface in the summer images (1= snow, 2=forest, 3= stable terrain, 4=water) - elevation_difference_style.qml : qgis style used for elevation difference and snow depth. - land_surface_cover_style.qml : qgis style used for land cover surface.
DOI: 10.15787/vtt1/iutnds
title: Data Mining to Improve Planning for Pedestrian and Bicyclist Safety (01-003)

description: Project Description: The study goal was to identify high-risk signalized intersections for walking and bicycling in the City of San Diego using data mining methods. The data used in this study was collected from multiple sources such as San Diego’s automated pedestrian and bicyclist counting system in 2015, several video cameras through National Data and Surveying Services (NDS) in June and July 2018, crash data from SWITERS from 2006 to 2016, and GIS shapefiles.  Data Scope: The data from multiple sources as mentioned above were compiled to create a data table in csv format. Total number of observations for this table is 1520 with a total of 502 variables (i.e., columns).  Data Specification:  A detailed description of each variable in data set can be found in the file titled: SafeD-01-003-Appendix E- DataSpecification.
DOI: 10.5281/zenodo.7024827
title: Bamboo biomass

description: Our study assumed that above-ground bamboo biomass carbon and sequestration rate varies across an elevation gradient, between species and between ecosystem management options. We laid out 60 destructive sampling plots, where one bamboo culm was randomly harvested from each plot. The excel file "Rawdata.xlsx" contains the recorded raw data. The columns show data on location, Species, Management option, elevation, Age of bamboo culms, Diameter at Breast Height (DBH) of every culm in the plot, DBH of the harvested culm ( measured before harvesting), Length of harvested culm (measured on the ground), Fresh weight of each culm's component (i.e. stem, branches, foliage), fresh weights of the component's sub-samples of up to 300g taken for oven-dry weight measurements, and the oven-dry weight of the sub-samples. Due to variabilities of carbon content along the stem, we took four sub-samples from each quarter (i.e., at 0.0, 0.25, 0.5, and 0.75 part of the stem). The excel file "analyses.csv" contains data imported to R studio software for analysis. The file "R.script.r" is an r script showing the maths algorithms in an r programming language using R-Studio, Version 4.0.0. The file "library" contains all the packages used in r script.