cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/enfv-kx52
title: UAV traffic Dataset for learning based UAV detection

description: This dataset contains raw captured packet headers from six commercial drones.
DOI: 10.5281/zenodo.5890992
title: Hansbreen Snowpit Database: snowpit templates

description: A snowpit analysis template developed during Hansbreen Snowpit Database preparation.<br> <br> Relying on the enclosed files will enable the efficient use of the Interactive Snow Profile Visualizer niViz software (https://niviz.org) and achieve interoperable final products.<br> ZIP catalogue contains the following filenames extensions:<br> A) PDF – used to print table template on a waterproof paper (A4 or A5 format) and provide collecting the complete range of data during fieldwork;<br> B) XLS – used for data archiving. Contained formulas automatically calculate the thickness and water equivalent of subsequent snow layers.<br> <br> All information regarding the snow data harmonization on Hansbreen will be available in the journal article:<br> <em>Laska M., Luks B., Kępski D., Gądek B., Głowacki P., Puczko D., Migała K., Nawrot A., Pętlicki M.<br> Hansbreen Snowpit Dataset – over 30-year of detailed snow research on an Arctic glacier.<br> Scientific Data [in review]</em><br> <br> All collected data will be available via the PANGAEA Data Publisher:<br> <em>Laska M., Luks B., Kępski D., Gądek B., Głowacki P., Puczko D., Migała K., Nawrot A., Pętlicki M.<br> Hansbreen Snowpit Dataset: a long-term snow monitoring (since 1989) in the unique field laboratory (SW Spitsbergen, Svalbard).<br> PANGAEA, https://doi.org/10.1594/PANGAEA.942279</em>
DOI: 10.6084/m9.figshare.20065649
title: HPAP mapped data

description: HPAP data analysed by Bosi et al 2022
DOI: 10.6084/m9.figshare.20065649.v1
title: HPAP mapped data

description: HPAP data analysed by Bosi et al 2022
DOI: 10.14278/rodare.6
title: Data for "Complexation of trivalent lanthanides (Eu) and actinides (Cm) with aqueous phosphates at elevated temperatures"

description: At the Institute of Resource Ecology, the complexation of Eu(III) and Cm(III) with aqueous phosphate was studied using laser-induced luminescence spectroscopy at low pH ([H<sup>+</sup>] = 0.1 M), different ionic strengths (0.6 to 3.1 M) and different temperatures (25 to 80 °C). The data set contains the species distribution, slope analysis and the extrapolation to zero ionic strength using R.
description: The authors would like to thank the German Federal Ministry of Education and Research (BMBF) for funding the SEM2 (033R127D) and ThermAc (02NUK039B) projects.
DOI: 10.14278/rodare.5
title: Data for "Complexation of trivalent lanthanides (Eu) and actinides (Cm) with aqueous phosphates at elevated temperatures"

description: At the Institute of Resource Ecology, the complexation of Eu(III) and Cm(III) with aqueous phosphate was studied using laser-induced luminescence spectroscopy at low pH ([H<sup>+</sup>] = 0.1 M), different ionic strengths (0.6 to 3.1 M) and different temperatures (25 to 80 °C). The data set contains the species distribution, slope analysis and the extrapolation to zero ionic strength using R.
description: The authors would like to thank the German Federal Ministry of Education and Research (BMBF) for funding the SEM2 (033R127D) and ThermAc (02NUK039B) projects.
DOI: 10.5281/zenodo.6640816
title: A Novel Crop Shortlisting Method for Sustainable Agricultural Diversification Across EU (Italy)

description: In order to shortlist possible options from a pool of 2700 crops, a crop-climate-soil matching ex-ercise was performed across Italian territory and crops with more than 70% suitability where chosen for further analysis. In the second phase, a multicriteria ranking index was employed to assign ranks to chosen crops of 4 main types; (i) cereals and pseudocereals, (ii) legumes, (iii) starchy roots/ tubers and (iv) vegetables. In order to provide a comprehensive analysis, major crops that are grown in the region where also included in the analysis. The results of evaluation of 4 major criteria (a) calorie and nutrition demand b) functions and uses c) availability and acces-sibility to their genomic material d) possession of adaptive traits, and e) physiological traits) re-vealed the potential for teff, faba bean, cowpea, green arrow arum, Jerusalem artichoke, Fig-leaved Gourd and Watercress.
description: {"references": ["Jahanshiri, et al (2020)"]}
DOI: 10.5281/zenodo.6640815
title: A Novel Crop Shortlisting Method for Sustainable Agricultural Diversification Across EU (Italy)

description: In order to shortlist possible options from a pool of 2700 crops, a crop-climate-soil matching ex-ercise was performed across Italian territory and crops with more than 70% suitability where chosen for further analysis. In the second phase, a multicriteria ranking index was employed to assign ranks to chosen crops of 4 main types; (i) cereals and pseudocereals, (ii) legumes, (iii) starchy roots/ tubers and (iv) vegetables. In order to provide a comprehensive analysis, major crops that are grown in the region where also included in the analysis. The results of evaluation of 4 major criteria (a) calorie and nutrition demand b) functions and uses c) availability and acces-sibility to their genomic material d) possession of adaptive traits, and e) physiological traits) re-vealed the potential for teff, faba bean, cowpea, green arrow arum, Jerusalem artichoke, Fig-leaved Gourd and Watercress.
description: {"references": ["Jahanshiri, et al (2020)"]}
DOI: 10.5281/zenodo.6640824
title: Additional file 1. Suggestions for changes to IHC Key Concepts and responses

description: Suggestions for improvements to the 2018 and 2019 versions of the Informed Health Choices Key Concepts and responses.
DOI: 10.6084/m9.figshare.20055593
title: Raw Data.rar

description: This study evaluated the relative abundance of the intestinal microbial composition in duodenum, jejunum, ilium, and cecum of broiler chicken (Cobb500) raised in an open-sided house from 0-35 days of age. Using 16S rDNA-based analysis the study showed that the microbial composition and abundance in the four intestinal segments varies, implying that variable intestinal microbial compositions may influence intestinal function.
DOI: 10.6084/m9.figshare.20055593.v1
title: Raw Data.rar

description: This study evaluated the relative abundance of the intestinal microbial composition in duodenum, jejunum, ilium, and cecum of broiler chicken (Cobb500) raised in an open-sided house from 0-35 days of age. Using 16S rDNA-based analysis the study showed that the microbial composition and abundance in the four intestinal segments varies, implying that variable intestinal microbial compositions may influence intestinal function.
DOI: 10.21335/nmdc-651772863
title: Abundance data of 0-group herring and sprat along the Norwegian Skagerrak coastline provided by a beach seine survey

description: An annual beach seine survey has been conducted between 1919-2018 along the Norwegian Skagerrak coastline. Data from the beach seine survey was used to estimate an annual abundance index (AAI) for 0-group herring (Clupea harengus) and sprat (Sprattus sprattus). The abundance index was linked to survey indices and stock estimates of neighboring stocks, as well as to environmental and physical factors in the Skagerrak and North Sea. This data was used to model the populations dynamics of 0-group herring and sprat along the Skagerrak coastline.
DOI: 10.5281/zenodo.6570441
title: iCITRIS - Causal Representation Learning Datasets

description: This repository contains the datasets from the paper "iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects" (link) by Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves. <strong>Instantaneous Temporal Causal3Ident </strong>- The Temporal Causal3DIdent dataset is a collection of 3D object shapes, which are observed under varying positions, rotations, lightning, and colors. Overall, we this dataset contains 7 (multidimensional) causal factors with instantaneous and temporal causal relations between them. The 7 shapes used are Armadillo, Bunny, Cow, Dragon, Head, Horse, Teapot. For more details on the dataset, see our GitHub repository. <strong>Causal Pinball </strong>- The Causal Pinball environment implements the simplified, real-world game dynamics of Pinball. This dataset considers 5 causal variables with instantaneous effects: the paddle position left, the paddle position right, the ball (velocity and position), the state of all bumpers, and the score. For more details on the dataset as well as the code to generate this dataset, see our GitHub repository.
description: {"references": ["Lippe, P., Magliacane, S., L\u00f6we, S., Asano, Y. M., Cohen, T., & Gavves, E. (2022). CITRIS: Causal Identifiability from Temporal Intervened Sequences. In Proceedings of the 39th International Conference on Machine Learning, ICML 2022.", "Lippe, P., Magliacane, S., L\u00f6we, S., Asano, Y. M., Cohen, T., & Gavves, E. (2022). iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects. arXiv preprint arXiv:2206.06169"]}
DOI: 10.5281/zenodo.6570440
title: iCITRIS - Causal Representation Learning Datasets

description: This repository contains the datasets from the paper "iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects" (link) by Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves. <strong>Instantaneous Temporal Causal3Ident </strong>- The Temporal Causal3DIdent dataset is a collection of 3D object shapes, which are observed under varying positions, rotations, lightning, and colors. Overall, we this dataset contains 7 (multidimensional) causal factors with instantaneous and temporal causal relations between them. The 7 shapes used are Armadillo, Bunny, Cow, Dragon, Head, Horse, Teapot. For more details on the dataset, see our GitHub repository. <strong>Causal Pinball </strong>- The Causal Pinball environment implements the simplified, real-world game dynamics of Pinball. This dataset considers 5 causal variables with instantaneous effects: the paddle position left, the paddle position right, the ball (velocity and position), the state of all bumpers, and the score. For more details on the dataset as well as the code to generate this dataset, see our GitHub repository.
description: {"references": ["Lippe, P., Magliacane, S., L\u00f6we, S., Asano, Y. M., Cohen, T., & Gavves, E. (2022). CITRIS: Causal Identifiability from Temporal Intervened Sequences. In Proceedings of the 39th International Conference on Machine Learning, ICML 2022.", "Lippe, P., Magliacane, S., L\u00f6we, S., Asano, Y. M., Cohen, T., & Gavves, E. (2022). iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects. arXiv preprint arXiv:2206.06169"]}
DOI: 10.5281/zenodo.6640865
title: Example of input and output datasets of the cost module implemented in the SHERPA modelling tool

description: <em>Integrated Assessment Model provides a useful framework for evaluating different aspects of air quality policies, spanning from abatement measures to emissions, concentrations, health impacts and costs. These models are then useful to provide a holistic view of the impacts of policies, so that ex-ante one can evaluate how various policies will impact air concentrations, health benefits and implementation costs. Among these Integrated Assessment Models, SHERPA (Screening for High Emission Potentials on Air) has been recently used to evaluate the impact of policies, covering all aspects from measures to health, but without being able to provide the dimension related to abatement measures costs. These three files dataset provide an example of the ability of the new cost module in SHERPA to calculate the cost of emission reductions.</em>
DOI: 10.5281/zenodo.6640864
title: Example of input and output datasets of the cost module implemented in the SHERPA modelling tool

description: <em>Integrated Assessment Model provides a useful framework for evaluating different aspects of air quality policies, spanning from abatement measures to emissions, concentrations, health impacts and costs. These models are then useful to provide a holistic view of the impacts of policies, so that ex-ante one can evaluate how various policies will impact air concentrations, health benefits and implementation costs. Among these Integrated Assessment Models, SHERPA (Screening for High Emission Potentials on Air) has been recently used to evaluate the impact of policies, covering all aspects from measures to health, but without being able to provide the dimension related to abatement measures costs. These three files dataset provide an example of the ability of the new cost module in SHERPA to calculate the cost of emission reductions.</em>
DOI: 10.34740/kaggle/dsv/2999509
title: Leather Defect detection and Classification
DOI: 10.34740/kaggle/dsv/3798941
title: Russian Invasion of Ukraine
DOI: 10.5281/zenodo.6640553
title: Discovery of Ultra-depleted Melt Inclusion in Late Cretaceous Intraplate Basaltic Andesites in South China

description: 1. Supporting Information, including supplemental methods and figures. 2. Datasets: Dataset S1. Compiled data including basaltic rocks from South China, MORBs, and Hawaii OIBs. Dataset S2. Whole-rock major oxide, trace element, and Sr-Nd-Pb-Hf isotopic compositions. Dataset S3. Olivine chemical compositions. Dataset S4. Measured and corrected major element compositions of melt inclusion. Dataset S5. Measured and corrected trace element compositions of melt inclusion. Dataset S6. Pb isotopic compositions of melt inclusion.
DOI: 10.5281/zenodo.6640552
title: Discovery of Ultra-depleted Melt Inclusion in Late Cretaceous Intraplate Basaltic Andesites in South China

description: 1. Supporting Information, including supplemental methods and figures. 2. Datasets: Dataset S1. Compiled data including basaltic rocks from South China, MORBs, and Hawaii OIBs. Dataset S2. Whole-rock major oxide, trace element, and Sr-Nd-Pb-Hf isotopic compositions. Dataset S3. Olivine chemical compositions. Dataset S4. Measured and corrected major element compositions of melt inclusion. Dataset S5. Measured and corrected trace element compositions of melt inclusion. Dataset S6. Pb isotopic compositions of melt inclusion.
DOI: 10.15151/esrf-es-848842465
title: Study on Sars Cov2 S glycoprotein

description: We aim at solving the 3D structure of a truncated form the Sars-Cov2 S trimer
DOI: 10.25442/hku.20058452
title: Supporting data for “DEPDC1B Promotes Melanoma Angiogenesis and Metastasis through Sequestration of Ubiquitin Ligase CDC16 to Stablize Secreted SCUBE3”

description: 1. The uncropped films of western blot results are collected in one PDF file. Each target of the detected protein and the size of the protein is labeled beside the image on the blank region. And the treatment information is also listed above or below each raw image on the blank areas. All images match with the thesis western blot data. <br> 2. The immunofluorescent images of the tissue microarray (TMA) with separate channels and merged ones. The name of the image describes the sample type and position on the array. The color and target of proteins detected are labeled on the images. The colors are pseudocolor and therefore protein identities are listed for easy recognization. The TMA was purchased from biomax.us and the catalog number is Me1004h. Each file name corresponds with the position in the array. <br> 3. The raw images of the functional assay images. Assays include CFA (colony formation assay), HUVEC assays (human umbilical vascular endothelial cell tube formation assay) and invasion assay. The treatment group abbreviation is as described below. All images are the raw data and can be quantified by Image J software. <br>
DOI: 10.25442/hku.20058452.v1
title: Supporting data for “DEPDC1B Promotes Melanoma Angiogenesis and Metastasis through Sequestration of Ubiquitin Ligase CDC16 to Stablize Secreted SCUBE3”

description: 1. The uncropped films of western blot results are collected in one PDF file. Each target of the detected protein and the size of the protein is labeled beside the image on the blank region. And the treatment information is also listed above or below each raw image on the blank areas. All images match with the thesis western blot data. <br> 2. The immunofluorescent images of the tissue microarray (TMA) with separate channels and merged ones. The name of the image describes the sample type and position on the array. The color and target of proteins detected are labeled on the images. The colors are pseudocolor and therefore protein identities are listed for easy recognization. The TMA was purchased from biomax.us and the catalog number is Me1004h. Each file name corresponds with the position in the array. <br> 3. The raw images of the functional assay images. Assays include CFA (colony formation assay), HUVEC assays (human umbilical vascular endothelial cell tube formation assay) and invasion assay. The treatment group abbreviation is as described below. All images are the raw data and can be quantified by Image J software. <br>
DOI: 10.6084/m9.figshare.19732549
title: Supplementary Material for: Scleral Buckling Alone or in Combination with Pars Plana Vitrectomy for Rhegmatogenous Retinal Detachment Repair: A Meta-Analysis of 7212 Eyes

description: Purpose: The efficacy and safety of scleral buckling (SB) versus combination SB and pars plana vitrectomy (SB+PPV) for rhegmatogenous retinal detachment (RRD) repair remains unclear. Methods: A systematic review and meta-analysis was conducted to identify comparative studies published from Jan 2000-Jun 2021 that reported on the efficacy and/or safety following SB and SB+PPV for RRD repair. Final best-corrected visual acuity (BCVA) represented the primary endpoint, while reattachment rates and ocular adverse events were secondary endpoints. A random-effects meta-analysis was performed, and 95% confidence intervals were calculated. Results: Across 18 studies, 3912 SB and 3300 SB+PPV eyes were included. Final BCVA was non-significantly different between SB and SB+PPV (20/38 vs. 20/66 Snellen; WMD=–0.11 LogMAR; 95%CI [–0.29,0.07]; P=0.23). Primary reattachment rate was similar between procedures (P=0.74); however, SB alone achieved a significantly higher final reattachment rate (97.40% vs. 93.86%; RR=1.03; 95%CI [1.00,1.06]; P=0.04). Compared to SB+PPV, SB alone had a significantly lower risk of postoperative macular edema (RR=0.69; 95%CI [0.47,1.00]; P=0.05) and cataract formation (RR=0.34; 95%CI [0.12,0.96]; P=0.04). The incidence of macular hole, epiretinal membrane, residual subretinal fluid, proliferative vitreoretinopathy, elevated intraocular pressure, and extraocular muscle dysfunction were similar between SB and SB+PPV. Conclusions: There was no significant difference in final BCVA between SB+PPV and SB alone in RRD. SB alone offers a slightly higher final reattachment rate along with a reduced risk of macular edema and cataract. Primary reattachment rate and the incidence of other complications were similar between the two procedures.
DOI: 10.6084/m9.figshare.19732549.v1
title: Supplementary Material for: Scleral Buckling Alone or in Combination with Pars Plana Vitrectomy for Rhegmatogenous Retinal Detachment Repair: A Meta-Analysis of 7212 Eyes

description: Purpose: The efficacy and safety of scleral buckling (SB) versus combination SB and pars plana vitrectomy (SB+PPV) for rhegmatogenous retinal detachment (RRD) repair remains unclear. Methods: A systematic review and meta-analysis was conducted to identify comparative studies published from Jan 2000-Jun 2021 that reported on the efficacy and/or safety following SB and SB+PPV for RRD repair. Final best-corrected visual acuity (BCVA) represented the primary endpoint, while reattachment rates and ocular adverse events were secondary endpoints. A random-effects meta-analysis was performed, and 95% confidence intervals were calculated. Results: Across 18 studies, 3912 SB and 3300 SB+PPV eyes were included. Final BCVA was non-significantly different between SB and SB+PPV (20/38 vs. 20/66 Snellen; WMD=–0.11 LogMAR; 95%CI [–0.29,0.07]; P=0.23). Primary reattachment rate was similar between procedures (P=0.74); however, SB alone achieved a significantly higher final reattachment rate (97.40% vs. 93.86%; RR=1.03; 95%CI [1.00,1.06]; P=0.04). Compared to SB+PPV, SB alone had a significantly lower risk of postoperative macular edema (RR=0.69; 95%CI [0.47,1.00]; P=0.05) and cataract formation (RR=0.34; 95%CI [0.12,0.96]; P=0.04). The incidence of macular hole, epiretinal membrane, residual subretinal fluid, proliferative vitreoretinopathy, elevated intraocular pressure, and extraocular muscle dysfunction were similar between SB and SB+PPV. Conclusions: There was no significant difference in final BCVA between SB+PPV and SB alone in RRD. SB alone offers a slightly higher final reattachment rate along with a reduced risk of macular edema and cataract. Primary reattachment rate and the incidence of other complications were similar between the two procedures.
DOI: 10.6084/m9.figshare.20065709
title: Neocosmospora_phylogeny_Fig.3

description: Alignment and phylogenetic trees processed through Mesquite (v3.6). Contributed by the Westerdijk Fungal Biodiversity Institute, Utrecht, the Netherlands. See the figure legends associated with each file in the original publication for more details.
DOI: 10.6084/m9.figshare.20065709.v1
title: Neocosmospora_phylogeny_Fig.3

description: Alignment and phylogenetic trees processed through Mesquite (v3.6). Contributed by the Westerdijk Fungal Biodiversity Institute, Utrecht, the Netherlands. See the figure legends associated with each file in the original publication for more details.
DOI: 10.6084/m9.figshare.20065706
title: Fusicolla_phylogeny_Fig.2

description: Alignment and phylogenetic trees processed through Mesquite (v3.6). Contributed by the Westerdijk Fungal Biodiversity Institute, Utrecht, the Netherlands. See the figure legends associated with each file in the original publication for more details.
DOI: 10.6084/m9.figshare.20065706.v1
title: Fusicolla_phylogeny_Fig.2

description: Alignment and phylogenetic trees processed through Mesquite (v3.6). Contributed by the Westerdijk Fungal Biodiversity Institute, Utrecht, the Netherlands. See the figure legends associated with each file in the original publication for more details.
DOI: 10.6084/m9.figshare.20065685.v1
title: Fusarium_phylogeny_Fig.1

description: Alignment and phylogenetic trees processed through Mesquite (v3.6). Contributed by the Westerdijk Fungal Biodiversity Institute, Utrecht, the Netherlands. See the figure legends associated with each file in the original publication for more details.
DOI: 10.6084/m9.figshare.20065685
title: Fusarium_phylogeny_Fig.1

description: Alignment and phylogenetic trees processed through Mesquite (v3.6). Contributed by the Westerdijk Fungal Biodiversity Institute, Utrecht, the Netherlands. See the figure legends associated with each file in the original publication for more details.
DOI: 10.6084/m9.figshare.5525338.v2
title: Note on the Stizhok hoard (Ukraine). Coins with Asprokastron countermarks and Wallachian ducats

description: In the summer of 2011, the first author of this article obtained twenty four silver coins at an European auction. Most of these silver coins were with 15th century countermarks. During the following cataloguing of the newly arrived collection, it became clear that the coins came from one place, almost certainly a hoard. A dialogue with the dealers at the auction house led to a treasure hunter, who had discovered a clay pot in Western Ukraine in spring 2011, using a metal detector. This severely cracked pot contained the coins that later were purchased at the auction.
DOI: 10.5281/zenodo.6640932
title: Observation of Aharonov-Bohm effect in PbTe nanowire networks

description: This repository contains the raw data and processing Python scripts corresponding to the paper "Observation of Aharonov-Bohm effect in PbTe nanowire networks"