cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15129/eca892b9-7715-4295-9a18-c7f35c57505d
title: Data for: 'Missing data in wind farm time series: Properties and effect on forecasts'

description: Data comprises two sets of wind farms: Dataset A is 30 European wind farms, with missing data, and dataset B is 10 UK wind farms with no missing data which is then used to explore the effect of introducing missing points. The proportion and properties of missing data in dataset A are found, and 3 different instances of missing data are reproduced in dataset B to determine their detrimental effect on forecasts and test mitigation methods. The three instances of missing data tested are missing values in the historical training set, missing forecast inputs when generating a new 'live' forecasts, and short historical data at new sites. This data also relates to chapter 3 of thesis 'Predictive analytics for wind power forecasting'. Access to data restricted due to commercial constraints.
DOI: 10.25502/b07k-v304/d
title: Effects of genotype, maturity and processing methods on the bioactive components and free scavenging activity of fresh orange maize hybrids

description: Bioactive compounds in foods are responsible for their biological activities, but biotic and abiotic factors may influence their levels. This study evaluated the impact of three genotypes (designated 4, 5, and 7), maturity stages (20, 27, and 34 days after pollination) and processing methods (hydrothermal and dry-heating) on the bioactive constituents (carotenoids, phytate, tannins, vitamin C) and 2,2-diphenyl-2-picrylhydrazyl radical (DPPH∗ ) scavenging activity of fresh orange maize hybrids. Freshly harvested maize cobs of each genotype were subjected to hydrothermal processing at 100◦C and dry-heating with husks and without husks. Carotenoids (lutein, zeaxanthin, β-cryptoxanthin, α-carotene, and total β-carotene) contents of fresh and processed samples were analyzed using HPLC; other bioactive constituents and DPPH∗ scavenging ability were determined using spectrophotometric methods. Genotype had a significant effect on the levels of carotenoids (p < 0.001) and vitamin C (p < 0.05), while genotype (p < 0.001), and processing methods (p < 0.001) had significant effects on DPPH∗ SC50. Maturity stages, processing methods and their interaction also had significant effects (p < 0.001) on the levels of all the bioactive constituents. A positive moderate to strong correlation was observed between (p < 0.001) α-carotene and the following: lutein (r = 0.57), β-cryptoxanthin (r = 0.69), total β-carotene (r = 0.62). However, the relationship between α-carotene and zeaxanthin was positive but weak (r = 0.39). A positive moderate correlation (p < 0.001) was observed between lutein and the following: β-cryptoxanthin (r = 0.57), total β-carotene (r = 0.58), and zeaxanthin (r = 0.52). A positive strong correlation (p < 0.001) was observed between β-cryptoxanthin and each of total β-carotene (r = 0.92) and zeaxanthin (r = 0.63); total β-carotene and zeaxanthin (r = 0.65); while the association between vitamin C and DPPH∗ SC50 was negative and weak (r = −0.38). Generally, genotype 4 and harvesting at 34 days after pollination had the best combination of bioactive constituents and DPPH∗ scavenging ability.
DOI: 10.5517/ccdc.csd.cc25d6vn
title: CCDC 2007741: Experimental Crystal Structure Determination

description: Related Article: Pingfan Wu, Yu Wang, Weizhou Chen, Xunliang Hu, Bo Huang, Zicheng Xiao|2021|Inorg.Chem.|60|4347|doi:10.1021/acs.inorgchem.1c00044
DOI: 10.5281/zenodo.6553110
title: Metadata and annotation data for the XSample corpus on German academic language

description: The XSample corpus war created in the project <em>XSample</em> (https://www.izus.uni-stuttgart.de/fokus/fdm-projekte/xsample/) at Universität Stuttgart in 2021 by Melanie Andresen and Axel Pichler. It contains 135 German academic journal articles, 45 each from the disciplines linguistics, literary studies and philosophy. The texts themselves cannot be made public for copyright reasons. However, metadata and some annotation data are published here. <strong>xsample-metadata.csv</strong><br> This file contains metadata on the texts in the corpus, like journal, title, authors, text length, and the URL to the original paper. It also contains two analytical metrics, 'past-ratio' and 'temp-expr-ratio', that are based on the annotations in the other two files. The variable 'past-ratio' expresses the proportion of verbs in past tense relative to all finite verbs in the text. The variable 'temp-expr-ratio' gives the number of temporal expressions per 1000 token. <strong>xsample-heidel.csv</strong><br> This file contains all temporal expressions found and classified by the annotation tool <em>HeidelTime</em> (https://github.com/HeidelTime/heideltime, V. 2.2.1, Strötgen & Gertz 2013 ). The variable 'position' expresses the position of the first character of the temporal expression in the text in characters. <strong>xsample-sticker2.csv</strong><br> This file contains all finite verbs found and classified by the annotation tool <em>sticker2</em> (https://github.com/stickeritis/sticker2). The variable 'position' expresses the position of the first character of the finite verb in the text in characters. <strong>References</strong><br> Strötgen, Jannik & Michael Gertz. 2013. Multilingual and cross-domain temporal tagging. <em>Language Resources and Evaluation</em>. Springer 47(2). 269–298. https://doi.org/10.1007/s10579-012-9179-y.
DOI: 10.5281/zenodo.6553109
title: Metadata and annotation data for the XSample corpus on German academic language

description: The XSample corpus war created in the project <em>XSample</em> (https://www.izus.uni-stuttgart.de/fokus/fdm-projekte/xsample/) at Universität Stuttgart in 2021 by Melanie Andresen and Axel Pichler. It contains 135 German academic journal articles, 45 each from the disciplines linguistics, literary studies and philosophy. The texts themselves cannot be made public for copyright reasons. However, metadata and some annotation data are published here. <strong>xsample-metadata.csv</strong><br> This file contains metadata on the texts in the corpus, like journal, title, authors, text length, and the URL to the original paper. It also contains two analytical metrics, 'past-ratio' and 'temp-expr-ratio', that are based on the annotations in the other two files. The variable 'past-ratio' expresses the proportion of verbs in past tense relative to all finite verbs in the text. The variable 'temp-expr-ratio' gives the number of temporal expressions per 1000 token. <strong>xsample-heidel.csv</strong><br> This file contains all temporal expressions found and classified by the annotation tool <em>HeidelTime</em> (https://github.com/HeidelTime/heideltime, V. 2.2.1, Strötgen & Gertz 2013 ). The variable 'position' expresses the position of the first character of the temporal expression in the text in characters. <strong>xsample-sticker2.csv</strong><br> This file contains all finite verbs found and classified by the annotation tool <em>sticker2</em> (https://github.com/stickeritis/sticker2). The variable 'position' expresses the position of the first character of the finite verb in the text in characters. <strong>References</strong><br> Strötgen, Jannik & Michael Gertz. 2013. Multilingual and cross-domain temporal tagging. <em>Language Resources and Evaluation</em>. Springer 47(2). 269–298. https://doi.org/10.1007/s10579-012-9179-y.
DOI: 10.5281/zenodo.6546175
title: Evaluation of surface properties that influence the self-cleaning action of hydrophobic plant leaves

description: It is well established that many leaf surfaces display self-cleaning properties. However, an understanding of how the surface properties interact is still not achieved. Twelve different leaf types were selected for analysis due to their water repellency and self-cleaning properties.
DOI: 10.5281/zenodo.6546174
title: Evaluation of surface properties that influence the self-cleaning action of hydrophobic plant leaves

description: It is well established that many leaf surfaces display self-cleaning properties. However, an understanding of how the surface properties interact is still not achieved. Twelve different leaf types were selected for analysis due to their water repellency and self-cleaning properties.
DOI: 10.5525/gla.researchdata.1269
title: Pixel super-resolution with spatially entangled photon pairs

description: Data associated with the paper.
DOI: 10.25502/2f31-n152/d
title: Impact of genotype, harvesting time, and location on the functional and pasting properties of fresh orange maizes (Hybrids and OPV)

description: The study evaluates the effects of genotype, maturity, and growing location on the functional and pasting properties of freshly harvested orange maize hybrids and open-pollinated varieties (OPVs). Eight fresh orange maize hybrid and eight fresh maize OPV, including the control, were harvested at three stages:20, 27, and 34 days after planting (DAP). The freshly harvested maize samples were lyophilized and characterized for the pasting and functional properties using standard laboratory methods. The peak viscosity, final viscosity, and swelling power of the OPVs increased between 20 and 27DAP. Additionally, the water absorption capacity increased between 20 and 27 DAP for the maize hybrids, with a decreasing trend between 27 and 34 DAP. However, genotypes2, from the orange maize hybrid, and 5, amongst the OPV, were outstanding with the highest peak viscosities, indicating good final product quality. The combined ANOVA for the fresh orange maize hybrid and OPV showed a highly significant effect (p≤0.01 andp≤0.001) for the maturity and location on the pasting and functional properties except for the pasting temperature, final viscosity, and pasting time which showed no significant effect. In contrast, the location by genotypes by maturity interactions had no significant effects on the pasting and functional properties of the fresh maize hybrid and the orange OPV except only for the setback, which was highly significant atp≤0.001. Nutritionists,food scientists, and maize breeders could use the information from this study to select the best maize genotypes at the appropriate harvesting period suitable for the production of the preferred maize-based products of consumers.
DOI: 10.5281/zenodo.6546503
title: Characterization of different surface materials and their antifouling activity

description: The long-term performance of five surface materials - glass, perspex, polystyrene, epoxy-coated glass, and a silicone hydrogel coating - in inhibiting biofilm formation by cyanobacteria was evaluated concerning biofilm cell number, wet weight, chlorophyll a content, and biofilm thickness. In order to obtain more insight into the effect of surface properties on biofilm formation, they were characterized concerning their hydrophobicity and roughness.
DOI: 10.5281/zenodo.6546502
title: Characterization of different surface materials and their antifouling activity

description: The long-term performance of five surface materials - glass, perspex, polystyrene, epoxy-coated glass, and a silicone hydrogel coating - in inhibiting biofilm formation by cyanobacteria was evaluated concerning biofilm cell number, wet weight, chlorophyll a content, and biofilm thickness. In order to obtain more insight into the effect of surface properties on biofilm formation, they were characterized concerning their hydrophobicity and roughness.
DOI: 10.6084/m9.figshare.19771939
title: Supplementary Material for: Application of the New Preoperative Frailty Risk Score in Elderly Patients Undergoing Emergency Surgery

description: <b><i>Background:</i></b> Predicting preoperative frailty risk in emergency surgery is difficult with limited information because preoperative evaluation is not commonly performed properly. A recent study attempted to predict preoperative frailty risk using only diagnostic and surgical codes that can be extracted from the electronic medical records system. <b><i>Objective:</i></b> This study aimed to validate whether the prediction model of preoperative frailty risk presented in the previous study is well applied to other medical hospitals’ data. <b><i>Methods:</i></b> This is a retrospective cohort study including 1,557 patients (≥75 years old) who were admitted to a single institution for emergency operations between January 1, 2010, and December 31, 2019, for study analysis. The Charlson comorbidity index, Hospital Frailty Risk Score, and the recently developed Operation Frailty Risk Score (OFRS) were calculated using the patient’s diagnostic and operation codes. The predictive performances of these calculated risk scores and the American Society of Anesthesiologists-Physical Status classification for postoperative 90-day mortality were compared by using the receiver operating characteristic curve analysis. <b><i>Findings:</i></b> The predictive performance of the OFRS, Charlson comorbidity index, American Society of Anesthesiologists-Physical Status, and Hospital Frailty Risk Score for postoperative 90-day mortality was 0.81, 0.630, 0.699, and 0.549 on a c-statistics basis, respectively. <b><i>Conclusions:</i></b> The OFRS using diagnostic and operation codes may show the best predictive performance for 90-day mortality compared to other risk scores, and it can be the clinically applicable model to evaluate the preoperative frailty risk in elderly patients undergoing emergency surgery.
DOI: 10.6084/m9.figshare.19771939.v1
title: Supplementary Material for: Application of the New Preoperative Frailty Risk Score in Elderly Patients Undergoing Emergency Surgery

description: <b><i>Background:</i></b> Predicting preoperative frailty risk in emergency surgery is difficult with limited information because preoperative evaluation is not commonly performed properly. A recent study attempted to predict preoperative frailty risk using only diagnostic and surgical codes that can be extracted from the electronic medical records system. <b><i>Objective:</i></b> This study aimed to validate whether the prediction model of preoperative frailty risk presented in the previous study is well applied to other medical hospitals’ data. <b><i>Methods:</i></b> This is a retrospective cohort study including 1,557 patients (≥75 years old) who were admitted to a single institution for emergency operations between January 1, 2010, and December 31, 2019, for study analysis. The Charlson comorbidity index, Hospital Frailty Risk Score, and the recently developed Operation Frailty Risk Score (OFRS) were calculated using the patient’s diagnostic and operation codes. The predictive performances of these calculated risk scores and the American Society of Anesthesiologists-Physical Status classification for postoperative 90-day mortality were compared by using the receiver operating characteristic curve analysis. <b><i>Findings:</i></b> The predictive performance of the OFRS, Charlson comorbidity index, American Society of Anesthesiologists-Physical Status, and Hospital Frailty Risk Score for postoperative 90-day mortality was 0.81, 0.630, 0.699, and 0.549 on a c-statistics basis, respectively. <b><i>Conclusions:</i></b> The OFRS using diagnostic and operation codes may show the best predictive performance for 90-day mortality compared to other risk scores, and it can be the clinically applicable model to evaluate the preoperative frailty risk in elderly patients undergoing emergency surgery.
DOI: 10.6084/m9.figshare.19771945
title: Sheep_Populations.xlsx

description: Sheep populations
DOI: 10.6084/m9.figshare.19771945.v1
title: Sheep_Populations.xlsx

description: Sheep populations
DOI: 10.5281/zenodo.6366895
title: Data for 'Global trends in grassland carrying capacity and relative stocking density of livestock'

description: <strong>This collection contains all data needed to reproduce maps presented in the following publication (<em>please cite that when using the data</em>):</strong> Piipponen, J., Jalava, M., de Leeuw, J., Rizayeva, A., Godde, C., Cramer, G., Herrero, M., & Kummu, M. (2022). Global trends in grassland carrying capacity and relative stocking density of livestock. <em>Global Change Biology</em>, <em>28</em>(12), 3902–3919. https://doi.org/10.1111/gcb.16174 A detailed description of files, as well as references and licences related to input/output/supplementary data, can be found in the file <em>List_of_provided_files.txt</em>. All relevant source codes are available in GitHub: https://github.com/jpiippon/cc_rsd_repo *Note that data for most of the output maps, such as AGB, CC and RSD can be found in simulation_results_n1000.csv inside Output.7z. See R script figures.Rmd in GitHub for converting this file to raster format and plotting.
description: The work was funded by Maa- ja vesitekniikan tuki ry, the Academy of Finland funded projects WATVUL (grant No. 317320) and TREFORM (grant no. 339834), and the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme (grant agreement No. 819202). MH would like to acknowledge support from the Bill and Melinda Gates Foundation MERLIN grant (INV023682).
DOI: 10.5281/zenodo.6552880
title: Data and models in Support of "Joint and Constrained Inversion as Hypothesis Testing Tools"

description: The model and data files as well as the plotting and run scripts to reproduce the examples in "Joint and Constrained Inversion as Hypothesis Testing Tools".
DOI: 10.5281/zenodo.6552879
title: Data and models in Support of "Joint and Constrained Inversion as Hypothesis Testing Tools"

description: The model and data files as well as the plotting and run scripts to reproduce the examples in "Joint and Constrained Inversion as Hypothesis Testing Tools".
DOI: 10.5281/zenodo.6553314
title: A Classification of Software-Architectural Uncertainty regarding Confidentiality

description: Dataset for the paper "A Classification of Software-Architectural Uncertainty regarding Confidentiality". For more information, please see the README.md.
DOI: 10.5281/zenodo.6553319
title: A Classification of Software-Architectural Uncertainty regarding Confidentiality

description: Dataset for the paper "A Classification of Software-Architectural Uncertainty regarding Confidentiality". For more information, please see the README.md.
DOI: 10.5281/zenodo.6539244
title: A Classification of Software-Architectural Uncertainty regarding Confidentiality

description: Dataset for the paper "A Classification of Software-Architectural Uncertainty regarding Confidentiality". For more information, please see the README.md.
DOI: 10.5281/zenodo.6551237
title: MAgPIE model - Transition to timber cities can help reduce carbon emissions without increasing competition for land

description: MAgPIE source code for reproducibility Transition to timber cities can help reduce carbon emissions without increasing competition for land<br> (Nature Communications, 2022, forthcoming) Abhijeet Mishra1,2,*, Florian Humpenöder1, Galina Churkina1, Christopher P.O. Reyer1, Felicitas Beier1,2, Benjamin Leon Bodirsky1, Hans Joachim Schellnhuber1, Hermann Lotze-Campen1,2, and Alexander Popp1 1 Potsdam Institute for Climate Impact Research (PIK), Member of Leibniz Association, P.O.Box 60 12 03, 14412,6<br> Potsdam, Germany<br> 2 Humboldt University of Berlin, Department of Agricultural Economics, Unter den Linden 6, 10099 Berlin,8<br> Germany Abhijeet Mishra<br> *mishra@pik-potsdam.de<br> May 2022 See README.md for further details.
DOI: 10.15129/dbad27a1-ece4-45de-a638-e78b61bdd131
title: Data for: "Self-assembled semiconductor microlaser based on colloidal nanoplatelets"

description: A semiconductor microsphere laser based on colloidal nanoplatelets is demonstrated. The laser consists of a micron-sized supraparticle obtained by self-assembly of core/crown CdSe/CdS nanoplatelets with peak luminescence at 660 nm. The supraparticle shows multimode laser emission between 665 and 695 nm with a threshold of approximately 24 mJ/cm2. Data embargo. Embargo end date 31/12/22.
DOI: 10.6084/m9.figshare.19771624
title: ANI, AAI and dDDH analysis of A. apicola vs other Arsenophonus strains

description: Average Nucleotide Identity (ANI), Average Amino acid identity (AAI) and Digital DNA-DNA Hybridization (dDDH) data for Arsenophonus apicola compared to other sequenced strains within the clade Arsenophonus, and with Providencia stuartii and Proteus mirabilis as outgroup genera. <br> Sheet 1: Pairwise ANI between strains. Sheet 2: Pairwise AAI between strains. Sheet 3: dDDH of A. apicola vs other strains using three calculation methods. <br> ANI and AAI Calculations were made using the enveomics toolkit (Rodriguez-R LM, Konstantinidis KT. The enveomics collection: a toolbox for specialized analyses of microbial genomes and metagenomes. PeerJ Preprints. 2016;4:e1900v1.). <br> dDDH calculations were completed using the Genome-to-Genome Distance Calculator GGDC 3.0 from dsmz (https://www.dsmz.de/services/online-tools/genome-to-genome-distance-calculator-ggdc).
DOI: 10.5066/p9m6eckk
title: Ratios of strontium to calcium measured in pectoral fin rays of lake sturgeon (Acipenser fulvescens) captured in the lakes and rivers of Namakan Reservoir, Minnesota, United States and Ontario, Canada, 2007-15

description: The U.S. Geological Survey, Voyageurs National Park, South Dakota State University, and Missouri Department of Conservation conducted a cooperative study to measure ratios of strontium to calcium (Sr:Ca) in cross sections of pectoral fin rays obtained from lake sturgeon (Acipenser fulvescens) captured in lakes and rivers of Namakan Reservoir in Minnesota and Ontario. We measured Sr:Ca ratios in cross sections of 37 pectoral fin rays collected from 10 locations (5 rivers and 5 lakes) in Namakan Reservoir as part of a larger study to investigate whether relations between Sr:Ca in water and pectoral fin rays were significant and useful for determining migratory histories of lake sturgeon in Namakan Reservoir. Pectoral fin rays were removed nonlethally at the time of capture from lake sturgeon captured during surveys collected from 2007-09. Cross sections of collected pectoral fin rays were analyzed using laser ablation inductively-coupled plasma mass spectrometry at the University of Massachusetts at Amherst. Laser ablation transects started in the center of the fin ray cross section near the origin, which represents growth from birth through the first year of life. Laser ablation transects advanced outward toward the edge of the fin ray cross section, which represents the most recent growth of the lake sturgeon. Laser ablation analyses occurred November 2-6, 2015. Photographs of ablated pectoral fin ray cross sections were taken using a digital camera mounted to a microscope.
DOI: 10.34740/kaggle/dsv/3644923
title: WallStreetBets 2022
DOI: 10.6084/m9.figshare.19771705
title: Growth of A.apicola at different temperatures

description: Growth of Arsenophonus apicola strain ArsBeeUS in BHI (brain heart infusion) media at different temperatures (30, 33, 35, 37 C). Data given is colony forming units (cfu/microlitre) after 48 hours growth determined through plating across a dilution series. Initial inoculum is calculated and given below these data. <br> <br>