cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.1443459
title: Parrot

description: The netCDF files "SF*.nc" that can be found in the repository "Parrot_experiment" contain the experimental results of intense sediment transport experiments (sheet flow) carried out in the LEGI tilting flume with two sizes of uniformly distributed acrylic particles having median diameters of 1 mm (S1 experiment) and 3 mm (S3 experiment). The data contained in this repository are presented in Fromant et al. (2018). The files contain :

    1/ Synchronised and colocated concentration and veclocity (streamwise component) profiles measurements collected with an Acoustic Concentration and Velocity Profiler (ACVP - Hurther et al., 2011).  <br>
    2/ Concentration profiles time series collected with Conductivity and Concentration Profilers (Lanckriet et al., 2013), with two different vertical resolutions, 1 mm (CCP1mm) and 2mm (CCP2mm).

Details about the experimental protocol can be found in Revil-Baudard et al. (2015). More details regarding the experimental protocol and flow conditions can be found in Fromant et al. (2018).
description: {"references": ["Hurther, D., Thorne, P. D., Bricault, M., Lemmin, U., & Barnoud, J. - M. (2011) 'A multi-frequency Acoustic Concentration and Velocity Profiler (ACVP) for boundary layer measurements of fine-scale flow and sediment transport processes'. Coastal Engineering, 58, 594\u2013605. doi: 10.1016/j.coastaleng.2011.01.006", "Revil-Baudard, T., Chauchat, J., Hurther, D. and Barraud, P.-A. (2015) 'Investigation of sheet-flow processes based on novel acoustic high-resolution velocity and concentration measurements', Journal of Fluid Mechanics, 767, pp. 1\u201330. doi: 10.1017/jfm.2015.23", "Fromant, G., Mieras, R.S., Revil-Baudard, T., Hurther, D., Puleo, J.A., Chauchat, J. (2018) 'On Bedload and Suspended Load Measurements Performances in sheet flows using acoustic and conductivity profilers', Journal of Geophysical Research: Earth Surface, doi:10.1109/JOE.2012.2222791", "Lanckriet, T., Puleo, J. A., & Waite, N. (2013). A conductivity concentration profiler for sheet flow sediment transport. IEEE Journal of Oceanic Engineering, 38(1), 55\u201370. https://doi.org/10.1109/JOE.2012.2222791"]}
DOI: 10.17638/datacat.liverpool.ac.uk/550
title: R code and NIRS data files for "NIRS quantification of lake sediment composition by multiple regression using end-member spectra"
DOI: 10.5281/zenodo.1443262
title: Horizon 2020 Er4Stem Workshop Data Year 1-3 Austria-Tu Wien

description: This dataset was collected as part of the Educational Robotics for STEM (ER4STEM) project, funded by the European Commission’s Horizon 2020 programme, grant agreement No. 665792.  The dataset includes quantitative and qualitative data collected over 3 years of robotics workshops held in the Technical University Wien in Austria.  Only data with informed consent to be shared via an open access repository is included.  Only anonymised data is included and some data is excluded to protect vulnerable participants.
DOI: 10.17632/r72prhz7zh.1
title: Advanced Capital Regulation Index

description: This dataset measures bank capital regulation stringency in 29 Asia countries. The data is manually collected from letters of law available on related national regulators' websites during 2000-2016, using the list of questions provided. The questions are constructed to cover Basel III requirements in terms of: (i) Capital definition; (ii) Risk coverage; (iii) Supplement Requirements; (iv) Supervisory Power; and (v) Market discipline. The data can be used as a proxy for capital regulation stringency. Currently, the data has been collected for Asia countries. The dataset can be later update for addition requirements of Basel standards in the future (if any) and expanded to cover other countries in America, Europe, Africa, etc.
DOI: 10.5281/zenodo.1443261
title: Horizon 2020 Er4Stem Workshop Data Year 1-3 Austria-Tu Wien

description: This dataset was collected as part of the Educational Robotics for STEM (ER4STEM) project, funded by the European Commission’s Horizon 2020 programme, grant agreement No. 665792.  The dataset includes quantitative and qualitative data collected over 3 years of robotics workshops held in the Technical University Wien in Austria.  Only data with informed consent to be shared via an open access repository is included.  Only anonymised data is included and some data is excluded to protect vulnerable participants.
DOI: 10.17632/5rhfd4n37k.1
title: Clusters of Orthologous Groups of Proteins (COGs) groups identified in the Pythium insidiosum strain CBS 101555

description: Clusters of Orthologous Groups of Proteins (COGs) groups identified in the Pythium insidiosum strain CBS 101555
DOI: 10.17632/krgxdd2rtp.1
title: Data from: Acorn size is more important than nursery fertilization for outplanting performance of Quercus variabilis container seedlings

description: Planting seedlings is the most common forestation method in oak restoration projects. Small acorns are usually discarded for seedling cultivation because they result in poor quality seedlings. However, this can potentially reduce genetic diversity of planted stocktype. A possible way to compensate for the potential lower quality of small acorn seedlings is to cultivate them at high fertilization rates. The objectives of this study were to assess the effect of acorn size on seedling out-planting performance, and to determine if nursery fertilization interacts with acorn size to determine seedling performance both at the end of nursery cultivation and after planting in a forestation site. Acorns from 20 individual trees were classified into large, medium, and small according to their fresh weight and cultivated under two contrasting nursery fertilization conditions (no fertilization and fertilized with 100 mg N per plant). Seedling emergence, morphology and tissue nutrient status was assessed at the end of the cultivation. Field survival and growth after transplanting in a forest site were also investigated for two years. Compared to medium and large acorns, small acorns represented 18% of the studied lot and showed lower moisture (3-5% less), nutrient content and emergence (55% less). When cultivated without fertilizer, small acorns resulted in smaller seedlings with lower nutrient concentration than medium and large acorn seedlings. Nursery fertilization increased slightly seedling growth and similarly for all acorn types but strongly increased nutrient concentration, especially in small acorn seedlings at the end of cultivation. Outplanting survival was not affected by nursery fertilization but small acorn seedlings showed 32% less survival than medium and large acorn plants. Conversely, fertilization increased outplanting growth similarly among acorn size classes and small acorn plants showed lower growth than medium and large acorn plants, with no differences among them. We conclude that with the fertilization rate used in this study acorn size is more determinant than fertilization for seedling quality and field performance. Fertilization increases seedling quality of plants grown from small acorn, but this increase did not translate into a significant increase in field performance.
DOI: 10.17632/krgxdd2rtp.2
title: Data from: Acorn size is more important than nursery fertilization for outplanting performance of Quercus variabilis container seedlings

description: Planting seedlings is the most common forestation method in oak restoration projects. Small acorns are usually discarded for seedling cultivation because they result in poor quality seedlings. However, this can potentially reduce genetic diversity of planted stocktype. A possible way to compensate for the potential lower quality of small acorn seedlings is to cultivate them at high fertilization rates. The objectives of this study were to assess the effect of acorn size on seedling out-planting performance, and to determine if nursery fertilization interacts with acorn size to determine seedling performance both at the end of nursery cultivation and after planting in a forestation site. Acorns from 20 individual trees were classified into large, medium, and small according to their fresh weight and cultivated under two contrasting nursery fertilization conditions (no fertilization and fertilized with 100 mg N per plant). Seedling emergence, morphology and tissue nutrient status was assessed at the end of the cultivation. Field survival and growth after transplanting in a forest site were also investigated for two years. Compared to medium and large acorns, small acorns represented 18% of the studied lot and showed lower moisture (3-5% less), nutrient content and emergence (55% less). When cultivated without fertilizer, small acorns resulted in smaller seedlings with lower nutrient concentration than medium and large acorn seedlings. Nursery fertilization increased slightly seedling growth and similarly for all acorn types but strongly increased nutrient concentration, especially in small acorn seedlings at the end of cultivation. Outplanting survival was not affected by nursery fertilization but small acorn seedlings showed 32% less survival than medium and large acorn plants. Conversely, fertilization increased outplanting growth similarly among acorn size classes and small acorn plants showed lower growth than medium and large acorn plants, with no differences among them. We conclude that with the fertilization rate used in this study acorn size is more determinant than fertilization for seedling quality and field performance. Fertilization increases seedling quality of plants grown from small acorn, but this increase did not translate into a significant increase in field performance.
DOI: 10.17632/yjyzx5gk7s.1
title: Gene clusters identified in the genome of the Pythium insidiosun strain CBS 101555

description: Gene clusters identified in the genome of the Pythium insidiosum strain CBS 101555.
DOI: 10.26183/5bb57347b10a0
title: Catalogue of unlabelled lattices on up to 16 elements
DOI: 10.17632/4y8hdw7tb7.1
title: Sequence variants identified in the genome of the Pythium insidiosum strain CBS 101555

description: Sequence variants identified in the genome of the Pythium insidiosum strain CBS 101555, when mapped with the reference genome of the Pythium insidiosum strain Pi-S (the genome size of 53,239,050 bases, comprising 1,192 contigs; Accession number BBXB00000000.1).
DOI: 10.17632/r6gd3c8wjc.1
title: Corvid-Raptor Data

description: Interactions between corvids and raptors at deer carcasses and synthetic carcasses.
DOI: 10.17632/v7yj5txbp8.1
title: Chinese urban data

description: Urban spatial distribution
DOI: 10.17632/w36fyf7gf3.1
title: Computer Code for "Research among Copycats: R&D, Spillovers, and Feedback Strategies"

description: In the accompanying folders we provide programme code that can be used to replicate the results in our article "Research among Copycats: R&D, Spillovers, and Feedback Strategies". There are two groups of programmes: i) Fortran code to compute the feedback Nash equilibrium value function and the corresponding drift vector field; ii) Matlab code to compute all derivative results and plots. Also attached is a document with welfare simulations that supplements Section 4 (Welfare Effects of Spillovers) of our article.
DOI: 10.5281/zenodo.1442402
title: Rera Tangsa Minimal Pairs

description: These are the sets of minimal pairs that I recorded during my research. Please go through the files to check the minimal pairs in Rera.
description: I would like to extend my gratitude to Dr. Stephen Morey for his immense help and financial support during the recording sessions.
DOI: 10.5281/zenodo.1442403
title: Rera Tangsa Minimal Pairs

description: These are the sets of minimal pairs that I recorded during my research. Please go through the files to check the minimal pairs in Rera.
description: I would like to extend my gratitude to Dr. Stephen Morey for his immense help and financial support during the recording sessions.
DOI: 10.17632/7vr7w4v627.1
title: Raw ECO2S data for IJGGC paper

description: Semi-quantitative evaluations of Likelihood and Severity of risk scenarios, elicited from project experts in regard to ECO2S project. See IJGGC paper.
DOI: 10.17632/dr9z862gf7.1
title: Major and trace elements composition of peridotites minerals from the Dragon Bone segment, 53° E SWIR

description: This data file contains nine excel sheets including four main tables and five supplementary tables. Table 1 shows the sample locations, depths, geologic settings of harzburgite on the Dragon Bone amagmatic segment collected from the DY115-21 cruise. Table 2 displays the average major elements compositions of spinels in Dragon Bone peridotites. Table 3 displays the average major elements compositions of orthopyroxenes in Dragon Bone peridotites. Table 4 dispalys the average major elements compositions of clinopyroxenes in Dragon Bone peridotites. Table S1 documents the major elements compositions of individual analyses of spinels in Dragon Bone peridotites. Table S2 documents the major elements compositions of individual analyses of orthopyroxenes in Dragon Bone peridotites. Table S3 documents the major elements compositions of individual analyses of clinopyroxenes in Dragon Bone peridotites. Table S4 documents the traceelements compositions of individual spots of orthopyroxenes by LA-ICP-MS in Dragon Bone peridotites. Table S5 documents the trace elements compositions of individual spots of clinopyroxenes by LA-ICP-MS in Dragon Bone peridotites.
DOI: 10.17632/dr9z862gf7.2
title: Major and trace elements composition of peridotites minerals from the Dragon Bone segment, 53° E SWIR

description: This data file contains nine excel sheets including four main tables and five supplementary tables. Table 1 shows the sample locations, depths, geologic settings of harzburgite on the Dragon Bone amagmatic segment collected from the DY115-21 cruise. Table 2 displays the average major elements compositions of spinels in Dragon Bone peridotites. Table 3 displays the average major elements compositions of orthopyroxenes in Dragon Bone peridotites. Table 4 dispalys the average major elements compositions of clinopyroxenes in Dragon Bone peridotites. Table S1 documents the major elements compositions of individual analyses of spinels in Dragon Bone peridotites. Table S2 documents the major elements compositions of individual analyses of orthopyroxenes in Dragon Bone peridotites. Table S3 documents the major elements compositions of individual analyses of clinopyroxenes in Dragon Bone peridotites. Table S4 documents the traceelements compositions of individual spots of orthopyroxenes by LA-ICP-MS in Dragon Bone peridotites. Table S5 documents the trace elements compositions of individual spots of clinopyroxenes by LA-ICP-MS in Dragon Bone peridotites.
DOI: 10.17632/rczdbxf65x.1
title: RNAseqeWATAdAtg3KO

description: RNAseq from epididymal white adipose tissue of wildtype and Adiponectin-Cre-Atg3f/f male mice fed chow diet
DOI: 10.5281/zenodo.1442405
title: Data For The Article "The Apparent Absence Of Kilometer-Sized Pyroclastic Volcanoes On Mercury: Are We Looking Right? "

description: This file contains numerical data which has been used for generation of Figure 1, 2 and 3 in the paper "The Apparent Absence of Kilometer-sized Pyroclastic Volcanoes on Mercury: Are We Looking Right?"

The profiles in files associated with Figure 3 are provided for the volume of 4.2 km<sup>3</sup>.
DOI: 10.5281/zenodo.1442406
title: Data For The Article "The Apparent Absence Of Kilometer-Sized Pyroclastic Volcanoes On Mercury: Are We Looking Right? "

description: This file contains numerical data which has been used for generation of Figure 1, 2 and 3 in the paper "The Apparent Absence of Kilometer-sized Pyroclastic Volcanoes on Mercury: Are We Looking Right?"

The profiles in files associated with Figure 3 are provided for the volume of 4.2 km<sup>3</sup>.
DOI: 10.17632/h9pfd42fv9.1
title: Global UHI data table

description: Contains values for overall, summer time, winter time, monthly, and yearly UHI values for over 9000 global urban clusters, along with EVI, DEM, and urban percentage data. The centroid of each urban cluster is used for location information.
DOI: 10.5281/zenodo.1442703
title: Cross-Modal (Text And Figures) Analysis Of A Scientific Corpus From Semantic Scholar - Model Weights

description: In the related notebook we show the application of cross-modal techniques to improve the categorization of scientific papers through content related to figures, using both the textual part (captions) and the visual part (figures, diagrams, images) jointly. To this purpose, we use several CNN models and execute some experiments, illustrating our approach. This deposit contains the model weights trained on such large corpora.
description: This dataset is used in the tutorial on Hybrid Techniques for Knowledge-based NLP (HybridNLP), colocated with the International Semantic Web Conference (ISWC 2018). See the following link for more information: 
http://expertsystemlab.com/hybridNLP18/
DOI: 10.5281/zenodo.1442704
title: Cross-Modal (Text And Figures) Analysis Of A Scientific Corpus From Semantic Scholar - Model Weights

description: In the related notebook we show the application of cross-modal techniques to improve the categorization of scientific papers through content related to figures, using both the textual part (captions) and the visual part (figures, diagrams, images) jointly. To this purpose, we use several CNN models and execute some experiments, illustrating our approach. This deposit contains the model weights trained on such large corpora.
description: This dataset is used in the tutorial on Hybrid Techniques for Knowledge-based NLP (HybridNLP), colocated with the International Semantic Web Conference (ISWC 2018). See the following link for more information: 
http://expertsystemlab.com/hybridNLP18/
DOI: 10.5281/zenodo.1443279
title: Datos De Niebla

description: dati tesi "fog harvesting as a resource in semi arid environments"
DOI: 10.5281/zenodo.1443280
title: Datos De Niebla

description: dati tesi "fog harvesting as a resource in semi arid environments"
DOI: 10.17632/vrpmrvbnd4.2
title: ZFX mediates non-canonical oncogenic functions of the androgen receptor splice variant 7 (AR-V7) in castrate-resistant prostate cancer. A study of Cai L et al
DOI: 10.17632/wsh83vmj5t.1
title: Modeling radiation-insertion losses on EDFA metrics

description: Mathematical model of the EDFA for radiation modeling over gain, Noise figure and power signal
DOI: 10.17632/7v9465gw8w.1
title: Insights into the cellulose dissolution and hydrolysis using Ionic Liquids

description: SEM, AFM, Conductometric and optical images for cellulose dissolution and hydrolysis
DOI: 10.17632/dgnnmwt752.1
title: Delay in seeking medical care for LUTS in men

description: Data from cross sectional survey of men who are 40 years and beyond in an urban settlement in southeast Nigeria. The survey was a questionnaire-based study designed to assess prevalence of LUTS and the health-seeking behaviour of men experiencing LUTS.
DOI: 10.17632/dmxs3gpd5k.4
title: Dataset_Bayesian Models for Analysis and Prediction of Hybrid Performance

description: This dataset encompasses the adjusted phenotypes and the relationship matrices (additve, dominance, and epistasis) of 906 single-cross hybrids utilized in the paper "Bayesian Models for Analysis and Prediction of Hybrid Performance".
DOI: 10.17632/nnk3strzcg.1
title: Deacclimation rates to quantify dormancy transitions in several grapevine species

description: Data from the paper: Kovaleski AP, Reisch BI, Londo JP. (in press) Deacclimation kinetics as a quantitative phenotype for delineating the dormancy transition and thermal efficiency for budbreak in Vitis species. AoB PLANTS. Buds of four different species were collected at up to 9 levels of chill accumulation during the dormant seasons of 2014/15, 2015/16, and 2016/17 (see Supplementary Table S1 for details on collections). V. vinifera L. ‘Cabernet Franc’, ‘Cabernet Sauvignon’, ‘Riesling’, and ‘Sauvignon blanc’ were collected from local vineyards (42.705N, 76.973W; and 42.845N, 77.004W), while V. aestivalis Michx. (two clones: PI483138, PI483143), V. amurensis Rupr. (three clones: PI588632, PI588635, PI588641), and V. riparia Michx. (four clones: PI588275, PI588562, PI588653, PI588711) were collected from the USDA Plant Genetic Resources Unit in Geneva, New York. Upon collection, canes were cut into single- or two-node cuttings, randomized to prevent bias associated with node selection, and placed submerging the basipetal cut surface in cups of water. The cups were placed into growth chambers at 2, 4, 7, 8, 10, 11, 22, or 30 °C. Not every genotype or temperature was used at all collection points. Differential thermal analysis was used to estimate the cold hardiness of individual buds as represented by their low temperature exotherm [LTE; see Mills et al. (2006) for details], the standard measure for grapevine. Briefly, buds are excised from the cane and placed on thermoelectric modules in plates. The plates are placed in a programmable freezer and subjected to a cooling rate of −4 °C hour−1. Changes in voltage due to heat release in the freezing of water are measured by the thermoelectric module and recorded using a Keithley data logger (Tektronix, Beaverton, OR) attached to a computer. Between 4 and 8 buds were sampled at any time point per treatment to determine mean LTE, and the intervals between measurement days varied between chill accumulation level and temperature treatment. An experiment was also designed to compare temperature effects on budbreak of buds collected from grapevines that were considered to be fully chilled (1440 chill accumulation). Buds held at constant temperatures (2, 4, 7, 11, 22 °C) had their budbreak recorded following the modified E-L scale (Coombe and Iland, 2005) for all V. vinifera and V. riparia. Five buds were randomly selected and E-L number recorded in the same sampling interval as for LTE until buds were past stage 3 or bud material was exhausted.
DOI: 10.17632/p52zbvpz4p.1
title: Data for: Hierarchical model for forecasting the outcomes of binary referenda

description: The archive file contains data on opinion polls on Scottish independence referendum (2014) and EU membership referendum (2016). It also contains R code, JAGS model and OpenBUGS code used to estimate the model parameters and forecasts of the outcome of the referendum.
DOI: 10.17632/sxrjrhcb4g.1
title: Anaphylaxis to Isosulfan Blue in Special Populations

description: A sample size of 1158 patients were classified categorically by severity of reaction. Detection of a difference between groups in trend of reaction severity was calculated using Spearman’s Correlation and Cochran-Armitage trend tests. A p-value of less than 0.05 was considered significant. The SAS University Edition package was used for statistical analysis
DOI: 10.17632/vv7kcbbfp8.1
title: Data for: The measurement of productive performance with consideration for allocative efficiency

description: This data set includes the primary sources of costs and revenue for a sample of 37 Japanese securities companies observed over the years 2011-2015. The data were gathered from annual securities report as published by each securities company. Those annual reports can be found from the investor relations library of each company’s homepage or Japan Securities Dealers Association (JSDA). The sample size is the 14.6% of members in JSDA (as of the end of the fiscal year 2016, the number of Japanese securities members in JSDA totaled 253 companies, excluding foreign securities members). According to JSDA, we further separated those observed companies into four groups. Note that M1~M5 are the major securities companies, B6~B12 are the bank-affiliated securities companies, O13~O19 are the online brokers, and I20~I37 are the other integrated securities companies.
DOI: 10.17632/xcsbspcghg.2
title: Plasma Tie2 is a Tumor Vascular Response Biomarker for VEGF Inhibitors

description: The dataset used in the publication "Plasma Tie2 is a Tumor Vascular Response Biomarker for VEGF Inhibitors"