cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/cftv-fk89
title: Model 2.10

description: Model 2.10 Clustered-meter average monthly ratios Monthly (kWh) consumption clustering: 1. Twelve clustering models (one per month of signup): Spectral Clustering2. Clustering using (daily kWh) consumption extracted features. Cluster count set to 4 (empirically better than the 5 or 6 suggested by the elbow distortion method). Forecasting for a meter: Using the mean monthly consumption + in-cluster month-to-month ratios. Clustering Features (170) from weekend/weekday and full series:- Statistical: median, variance, quantiles, ...- Time-series: autocorrelations, trends, seasonalities, ... Post-processing of clustering data: Standardization. Preprocessing of time-series data: 0 -&gt; Nan -&gt; time-based interpolation.
DOI: 10.25386/genetics.11729019
title: Supplemental Material for Rice et al., 2020

description: Reagents table. <br>
DOI: 10.25386/genetics.11729019.v1
title: Supplemental Material for Rice et al., 2020

description: Reagents table. <br>
DOI: 10.21223/p3/2qiexk/wbpklz
title: Dataset Controlled cross vs Polycross.tab

description: :unav
DOI: 10.21223/p3/2qiexk/xiuuwv
title: Trait Dictionary controlled vs polycross Uganda.xlsx

description: :unav
DOI: 10.21223/p3/2qiexk
title: Dataset for: Efficiency of the polycross and controlled hybridization methods in sweetpotato breeding in Uganda

description: Sweetpotato is an important crop in many parts of the world especially in developing countries. It is used for both human consumption as well as livestock feed. It is an important source of carbohydrates, vitamin C, fibre, iron, potassium, protein and β-carotene. Its production is, however, constrained by several biotic and abiotic factors, including pests and diseases, low soil fertility, drought, cold and salinity. Breeding is one of the ways to overcome some of these constraints and in sweetpotato the polycross or controlled cross methods can be used. To determine which of the two methods was more efficient, genotypes generated by both methods were evaluated over two seasons at Namulonge and Kachwekano. The type of cross (polycross or controlled) was significantly (P≤0.05) different for storage root yield, response to sweetpotato virus disease, Alternaria blight, and harvest index (HI). The controlled cross families had a significantly higher mean harvest index of 43.2% than the polycross families with a mean HI of 31.8%. Therefore, controlled crosses could be deployed to systematically increase the HI in sweetpotato breeding populations. Significant (P≤0.05) differences were observed among families for all traits. This stresses that the parents used in a cross are very important in generating genotypes with desired attributes. It was apparent that both the polycross and controlled crosses are good methods for generating new sweetpotato genotypes in a sweetpotato breeding program. Where aggregate performance was considered (selection index) the controlled crosses method produced more (75% of the top 20 desirable genotypes) than the polycross method across the two sites. However, the best three genotypes over the two sites were from the polycross family of Ejumula. Therefore, sweetpotato controlled crosses could be very useful for population improvement using recurrent selection while polycrosses could be suitable for variety development. Both hybridization methods require cautious selection of parents to match the breeding objectives.
DOI: 10.21223/gcjrh6/drdg8i
title: Data_Selected_Clones_ GS_LB_2020-2021.xls

description: :unav
DOI: 10.21223/gcjrh6/0atgee
title: Data_Oxapampa_Genomic_Selection_LB_2019-2020.xls

description: :unav
DOI: 10.21223/gcjrh6/5jc3a5
title: Dictionary_Lateblight.xls

description: :unav
DOI: 10.21223/gcjrh6
title: Dataset for: Breeding for resistance to late blight - LBHTC2 population- Phenotypic and Genomic Selection

description: The production of potato (Solanum tuberosum) in farmers' fields is heavily affected by the late blight [Phythophthora infestans (Mont) de Bary] disease. The International Potato Center (CIP) has a breeding population with resistance to late blight, heat tolerance and high yields of tubers called LBHT (Gastelo et al 2015). In 2019-2020, 2721 clones were screened for resistance to late blight and tuber yield in natural field conditions in Oxapampa at 10º35'S, 1850 masl, under high disease pressure, along with the parents and three (resistant, moderately resistant and highly susceptible) check varieties, in a 65x43 row-column design (John 1989), with two replications. The data analysis was performed using the mixed model analysis, that makes spatial corrections, the BLUPs (best linear unbiased predictions) of late blight resistance measured through the area under the disease progress curve (AUDPC), marketable and total tuber Adjusted yield (MTYA, TTYA) and unadjusted yield per hectare (MTYNA, TTYNA) were obtained. In the clones the AUDPC values were in the range of 89 to 2310, and in the controls it was from 210 to 759, the TTYA in the clones was from 1.91 to 54.22 t / ha, superior to the controls, which had from 5.68 to 20.98 t / ha. (Link dataverse) At harvest 500 clones with high level of late blight resistance and tuber yield greater than susceptible controls and good agronomic characteristics (skin color and tuber shape) were selected, with AUDPC values from 89 to 683, with yields under the pressure of the disease, from 9.08 to 47.64 t / ha.
DOI: 10.6084/m9.figshare.13154159
title: JARVIS-DFT-Raw-files

description: JARVIS-DFT
DOI: 10.6084/m9.figshare.13154159.v1
title: JARVIS-DFT-Raw-files

description: JARVIS-DFT
DOI: 10.6084/m9.figshare.12083991.v4
title: Urban Forest in the South Area of Rio de janeiro: the society, the species and the structural damage - Suplemento Digital

description: Suplemento Digital do artigo "<b>Urban Forest in the South Area of Rio de janeiro: the society, the species and the structural damage</b>", publicado na revista Rodriguésia.<br><br>As planilhas correspondem aos dados detalhados do levantamento das espécies presentes na arborização urbana do Bairro do Humaitá, na cidade do Rio de Janeiro- RJ, Sudeste Brasileiro, no ano de 2016. Os dados estão disponíveis em formato 'xlxs', para o programa Excel e 'csv' para acesso em qualquer programa de planilha ou texto.<br>Os dados informam quais espécies foram amostradas, usando o critério de diâmetro a altura do peito ≥ a 5 cm para inclusão, em cada rua e praça ao longo do levantamento, bem como as variáveis qualitativas e quantitativas que foram usadas.<br>Também fornecemos uma imagem ".tif" mostrando a localização geográfica das ruas e praças que foram amostradas pelo estudo.<br>Para mais detalhes, consulte o artigo.
DOI: 10.6084/m9.figshare.9980570
title: Dataset, experiment and analysis scripts

description: These data, analysis and experiments were collected in a project aiming to understand the interaction of attention and multisensory looming signals.<br>Questions can be sent to hanne.huygelier@kuleuven.be.<br>
DOI: 10.5281/zenodo.4122437
title: DeepDataFlow

description: This dataset contains 493k LLVM-IRs taken from a wide range of projects and source programming languages, and includes labels for several compiler data analyses. We also include the logs for the machine learning jobs which produced our published experimental results. The uncompressed dataset uses the following layout: <code>labels/</code> Directory containing machine learning features and labels for programs for compiler data flow analyses. <code>labels/&lt;analysis&gt;/&lt;source&gt;.&lt;id&gt;.&lt;lang&gt;.ProgramFeaturesList.pb</code> A ProgramFeaturesList protocol buffer containing a list of features resulting from running a data flow analysis on a program. <code>graphs/</code> Directory containing ProGraML representations of LLVM IRs. <code>graphs/&lt;source&gt;.&lt;id&gt;.&lt;lang&gt;.ProgramGraph.pb</code> A ProgramGraph protocol buffer of an LLVM IR in the ProGraML representation. <code>ll/</code> Directory containing LLVM-IR files. <code>ir/&lt;source&gt;.&lt;id&gt;.&lt;lang&gt;.ll</code> An LLVM IR in text format, as produced by <code>clang -emit-llvm -S</code> or equivalent. <code>test/</code> A directory containing symlinks to graphs in the <code>graphs/</code> directory, indicating which graphs should be used as part of the test set. <code>train/</code> A directory containing symlinks to graphs in the <code>graphs/</code> directory, indicating which graphs should be used as part of the training set. <code>val/</code> A directory containing symlinks to graphs in the <code>graphs/</code> directory, indicating which graphs should be used as part of the validation set. <code>vocal/</code> Directory containing vocabulary files. <code>vocab/&lt;type&gt;.csv</code> A vocabulary file, which lists unique node texts, their frequency in the dataset, and the cumulative proportion of total unique node texts that is covered. For further information please see our ProGraML repository.
description: {"references": ["Cummins, C., Fisches, Z. V., Ben-Nun, T., Hoefler, T., & Leather, H. (2020). ProGraML: Graph-based Deep Learning for Program Optimization and Analysis. arXiv preprint arXiv:2003.10536."]}
DOI: 10.6084/m9.figshare.13154180
title: SELFCOMP_Intervention_MM

description: Database from a study investigating the effectiveness of an online body-focused self-compassion intervention on eating disorder symptoms and predictors.<br>Database is formatted for mixed model analysis.
DOI: 10.6084/m9.figshare.13154180.v1
title: SELFCOMP_Intervention_MM

description: Database from a study investigating the effectiveness of an online body-focused self-compassion intervention on eating disorder symptoms and predictors.<br>Database is formatted for mixed model analysis.
DOI: 10.6084/m9.figshare.12996998
title: Metadata record for: A real-time survey on the psychological impact of mild lockdown for COVID-19 in the Japanese population

description: This dataset contains key characteristics about the data described in the Data Descriptor A real-time survey on the psychological impact of mild lockdown for COVID-19 in the Japanese population. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.6084/m9.figshare.12996998.v1
title: Metadata record for: A real-time survey on the psychological impact of mild lockdown for COVID-19 in the Japanese population

description: This dataset contains key characteristics about the data described in the Data Descriptor A real-time survey on the psychological impact of mild lockdown for COVID-19 in the Japanese population. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.34740/kaggle/dsv/1600058
title: Musical Emotions Classification
DOI: 10.5281/zenodo.4138573
title: Emissiefactoren voor Stikstofdepositieberekeningen met AERIUS

description: TNO bepaalt NOx, NO2, en NH3 emissiefactoren van voertuigen, vaartuigen en mobiele werktuigen, voor nationale modellen. Deze getallen geven de typische uitstoot van mobiele bronnen, en deze gegevens worden jaarlijks bijgesteld naar aanleiding van nieuwe inzichten. In het kader van vergunningverlening heeft RIVM het AERIUS rekeninstrument in beheer. TNO maakt hiervoor de gegevens beschikbaar.
DOI: 10.5281/zenodo.4072850
title: Emissiefactoren voor Stikstofdepositieberekeningen met AERIUS

description: TNO bepaalt NOx, NO2, en NH3 emissiefactoren van voertuigen, vaartuigen en mobiele werktuigen, voor nationale modellen. Deze getallen geven de typische uitstoot van mobiele bronnen, en deze gegevens worden jaarlijks bijgesteld naar aanleiding van nieuwe inzichten. In het kader van vergunningverlening heeft RIVM het AERIUS rekeninstrument in beheer. TNO maakt hiervoor de gegevens beschikbaar.
DOI: 10.5281/zenodo.4147268
title: Simulation data DC Waste Heat Reuse - Multiple DCs connected to river water / ATES system

description: CATALYST D7.5 report - SBP-DC-TC-7 - Scenario 7 Compilation of simulation result data on DC waste heat reuse for a DC chain, connected to river water / ATES free cooling system. Scenario 7: Workload federated DCs - DC Waste Heat Reuse - EleENGctrical Flexibility - IT Load Migration
DOI: 10.5281/zenodo.4147267
title: Simulation data DC Waste Heat Reuse - Multiple DCs connected to river water / ATES system

description: CATALYST D7.5 report - SBP-DC-TC-7 - Scenario 7 Compilation of simulation result data on DC waste heat reuse for a DC chain, connected to river water / ATES free cooling system. Scenario 7: Workload federated DCs - DC Waste Heat Reuse - EleENGctrical Flexibility - IT Load Migration
DOI: 10.6084/m9.figshare.13153505
title: R0169_20170512a_videos

description: Rat 0169, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13153505.v1
title: R0169_20170512a_videos

description: Rat 0169, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.17037/data.00001914
title: Clinical code list - Malaise

description: Read codes for Malaise
DOI: 10.6084/m9.figshare.13153493
title: R0312_20191129a_videos

description: Rat 0312, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13153493.v1
title: R0312_20191129a_videos

description: Rat 0312, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.5281/zenodo.4147536
title: The utility of the Laplace effect size prior distribution in Bayesian fine-mapping studies

description: Data needed to reproduce the figures and tables in the paper entitled 'The utility of the Laplace effect size prior distribution in Bayesian fine-mapping studies' submitted for publication.
DOI: 10.5281/zenodo.4147535
title: The utility of the Laplace effect size prior distribution in Bayesian fine-mapping studies

description: Data needed to reproduce the figures and tables in the paper entitled 'The utility of the Laplace effect size prior distribution in Bayesian fine-mapping studies' submitted for publication.
DOI: 10.6084/m9.figshare.13154321
title: Anaesthetized Recordings from Beed, De Filippo, Holman et al., 2020

description: Zipped folder containing anaesthetized recordings from Beed, De Filippo, Holman et al., 2020.<br>Recordings are grouped by mouse strain/experimental condition and hemisphere. Each subfolder contains a downsampled 32-channel LFP recording (+/- a channel for LED activation) and a list of the beginning and end of analyzed upstate indices in absolute samples.<br>For complementary code, please see: https://github.com/Schmitz-lab/MEC-Up-States<br>For more information, or to request other datasets from this paper, please contact prateep.beed@charite.de<br>
DOI: 10.6084/m9.figshare.13154321.v1
title: Anaesthetized Recordings from Beed, De Filippo, Holman et al., 2020

description: Zipped folder containing anaesthetized recordings from Beed, De Filippo, Holman et al., 2020.<br>Recordings are grouped by mouse strain/experimental condition and hemisphere. Each subfolder contains a downsampled 32-channel LFP recording (+/- a channel for LED activation) and a list of the beginning and end of analyzed upstate indices in absolute samples.<br>For complementary code, please see: https://github.com/Schmitz-lab/MEC-Up-States<br>For more information, or to request other datasets from this paper, please contact prateep.beed@charite.de<br>
DOI: 10.17632/xftzrbsbxx.1
title: Data for: LL-37-induced caspase-independent apoptosis is associated with plasma membrane permeabilization in human osteoblast-like cells

description: Protein expression data for full length and cleaved PARP and caspase-3, respectively, determined by western blot. GAPDH or histone H3 are included as internal loading control. Data files show full western blots including 3-4 replicates for each group and molecular-weight size marker (protein ladder) representing three different experimental settings (Stimulation with LL-37 24 h, Stimulation with LL-37 6 h, Stimulation with Triton X-100 for 6h). Each of these experiments were repeated at least two times. These data are presented in brief in Figure 3A, Figure 3B and Figure 6 of our paper except for cleaved caspase-3 data at 6 h which are presented in the text as "data not shown", since no cleavage of caspase-3 is observed at this short time point in response to pro-apoptotic staurosporine included as positive control.
DOI: 10.17632/djvgnp3m42.1
title: Data for: A novel thermo-associating polymer as rheological control additive for bentonite drilling fluid in deep offshore drilling

description: rheological data of polymer solution and drilling fluid
DOI: 10.17632/hytt8sb9hf.1
title: Data for: Inter-Rater Reliability in Diagnosis and Treatment of Type One Laryngeal Cleft: A Blinded Observational Study

description: Inter-Rater Reliability in Diagnosis and Treatment of Type One Laryngeal Cleft: A Blinded Observational Study
DOI: 10.17632/bywjrftdpg.1
title: Data for: The Effect of the Feed-in-System Policy on Renewable Energy Investments: Evidence from the EU Countries
DOI: 10.17632/f749w7mxs8.1
title: Data for: SPAC IPO Waves
DOI: 10.5281/zenodo.4084978
title: Herbarium occurences of Diospyros crassiflora Hiern

description: <strong>Supplementary Material S4 from Deblauwe V (2020) Life history, uses, trade and management of <em>Diospyros crassiflora</em> Hiern, the ebony tree of the Central African forests: A state of knowledge.<em> Forest Ecology and Management.</em></strong> This table lists all the dried specimens of <em>Diospyros crassiflora</em> Hiern we found in the following herbaria: BR, BRLU, LBV, MA, MO, FHI, K, L, P, U, WAG and YA (acronyms following the Index Herbariorum, Thiers, continuously updated) and in the Global Plants database (http://plants.jstor.org). In total, 212 dried collections were found, some of which are duplicates in two or more herbaria. For each collection, the table shows the barcode(s), herbaria where samples are kept, species name, collector name, collector number, collection day, collection month, collection year, country, locality, habitat, additional description and geographic coordinates in decimal degrees. When not specified on the herbarium label, the geographical coordinates of the locality found on the herbarium samples were searched for on 1/200,000 IGN maps for Cameroon and www.openstreetmap.org for other countries. Apart from this, all fields in the table are provided as found on the label. Blank cells represent missing data. The species identification of each collection was verified using Letouzey and White (1970) taxonomic key. Collections that we found to be erroneously identified as <em>D. crassiflora</em> were not included here and the herbarium informed. Data are provided as a comma delimited UTF-8 CSV file. REFERENECES Letouzey, R., White, F., 1970. Flore du Cameroun: Ebénacées, Ericacées. Muséum national d'histoire naturelle, Paris. Thiers, B., continuously updated. Index Herbariorum: A global directory of public herbaria and associated staff. New York Botanical Garden's Virtual Herbarium. http://sweetgum.nybg.org/science/ih/
description: {"references": ["Deblauwe V (2020). Life history, uses, trade and management of Diospyros crassiflora Hiern, the ebony tree of the Central African forests: A state of knowledge. Forest Ecology and Management. DOI:10.1016/j.foreco.2020.118655"]}
DOI: 10.5281/zenodo.4084977
title: Herbarium occurences of Diospyros crassiflora Hiern

description: <strong>Supplementary Material S4 from Deblauwe V (2020) Life history, uses, trade and management of <em>Diospyros crassiflora</em> Hiern, the ebony tree of the Central African forests: A state of knowledge.<em> Forest Ecology and Management.</em></strong> This table lists all the dried specimens of <em>Diospyros crassiflora</em> Hiern we found in the following herbaria: BR, BRLU, LBV, MA, MO, FHI, K, L, P, U, WAG and YA (acronyms following the Index Herbariorum, Thiers, continuously updated) and in the Global Plants database (http://plants.jstor.org). In total, 212 dried collections were found, some of which are duplicates in two or more herbaria. For each collection, the table shows the barcode(s), herbaria where samples are kept, species name, collector name, collector number, collection day, collection month, collection year, country, locality, habitat, additional description and geographic coordinates in decimal degrees. When not specified on the herbarium label, the geographical coordinates of the locality found on the herbarium samples were searched for on 1/200,000 IGN maps for Cameroon and www.openstreetmap.org for other countries. Apart from this, all fields in the table are provided as found on the label. Blank cells represent missing data. The species identification of each collection was verified using Letouzey and White (1970) taxonomic key. Collections that we found to be erroneously identified as <em>D. crassiflora</em> were not included here and the herbarium informed. Data are provided as a comma delimited UTF-8 CSV file. REFERENECES Letouzey, R., White, F., 1970. Flore du Cameroun: Ebénacées, Ericacées. Muséum national d'histoire naturelle, Paris. Thiers, B., continuously updated. Index Herbariorum: A global directory of public herbaria and associated staff. New York Botanical Garden's Virtual Herbarium. http://sweetgum.nybg.org/science/ih/
description: {"references": ["Deblauwe V (2020). Life history, uses, trade and management of Diospyros crassiflora Hiern, the ebony tree of the Central African forests: A state of knowledge. Forest Ecology and Management. DOI:10.1016/j.foreco.2020.118655"]}
DOI: 10.15482/usda.adc/1520431
title: Data from: Comparison of the performance of an eriophyid mite, Aceria salsolae, on nontarget plants in the laboratory and in the field
DOI: 10.5281/zenodo.4074289
title: June Lake Tephra Dataset

description: This dataset describes a sequence of tephra layers recovered from a Holocene sediment core taken at June Lake, California, USA. It includes tephra sediment stratigraphy, sample information, tephra layer thicknesses, tephra grain size data, volcanic glass geochemistry, Fe-Ti oxide geochemistry, SEM imagery, and method information. The tephra layers originate from the Mono-Inyo volcanic system. Most of this information is contained in a series of spreadsheets that follow tephra community recommended best practices. The listed files below follow the naming convention and format of Abbott et al. (2020) version 2.0, and they serve as worked examples of that format. See DOI: 10.5281/zenodo.3866266 for more information. June Lake Collection2b.xlsx (location information, sample information, stratigraphy) June Lake Sample_Processing.xlsx (sample preparation) June Lake Physical_analysis2b.xlsx (maximum grain size data, pumice class density) June Lake Physical_Microanalysis2.xlsx (SEM-EDS images, sample mount images) June Lake Geochemical_Analysis2.xlsx (EPMA method details) Glass and Fe-Ti oxide geochemistry by EPMA may be found in the following files: June Lake Glass DATA.xlsx June Lake Fe-Ti Oxides DATA.xlsx SEM and other images may be found in the following file: June Lake EPMA Images.zip
DOI: 10.15129/7d53f0df-ad98-48f0-8c06-12c502edf4bc
title: Data for: "Integration of an LED/SPAD Optical Wireless Transceiver with CubeSat On-board Systems"

description: We demonstrate the integration of Cube-Sat on-board equipment with a field programmable array gate-based light-emitting diode/single-photon avalanche photodiode transceiver using an inter-integrated circuit protocol. This dataset contains 3 files in two formats of CSV and JPG to allow access to raw data presented in the paper. Fig.2_(a) is the average synchronisation success rate as a function of average received photons per set bit. Fig.2_(c) and Fig.2_(d) demonstrate the transmitted and received images using our testbed.
DOI: 10.5281/zenodo.3968474
title: REFLOW-ETN.ESR09.HerbageAnalysis.IE

description: The set includes information on herbage yield and DM content in rye grass grown on poorly-drained gley with a sandy loam topsoil soil amended with dairy processing waste.