cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14455/isec.res.2019.204
title: CRACK PATTERN PREDICTION OF LATERALLY LOADED PANELS WITH OPENINGS BASED ON ANN METHOD

description: In this paper a Back Propagation Neural Network (BPNN) is used to predict crack pattern for masonry panels with opening subjected to lateral loading. The cellular automata method is used to digitalize the panels, including two steps----dividing a panel into a certain number of cells and calculating cell state values by Von Neumann neighborhood model. These digitalized values are used as input data of NN model respectively. All the experimental data is collected, including panel's configuration, material property, opening ratio and location, state values, crack pattern. The NN model is trained repeatedly, taking part of the data as a training set, to determine parameters. And the rest data is taken to check the model. Well-trained NN model can predict the crack pattern of any other panel. The results show that NN method is suitable for prediction of crack pattern. Comparing the two ways of prediction, the Fragility Coefficient Method gets a more precise pattern. The predicted cracks are distributed successively in some specific areas, especially in high similarity, compared with experimental crack pattern.
DOI: 10.14455/isec.res.2019.205
title: PREDICTION OF UNEVEN DISTRIBUTION OF SNOW LOAD BASED ON GENERALIZED REGRESSION NEURAL NETWORK

description: At present, there are mainly three research ways on the distribution of snow load: field measurement, experimental simulation, and numerical simulation. They all need expensive equipment, specimen model used only once, and slight defective simulation software. Artificial Neural Networks (ANNs) are relying on a large number of input functions to estimate unknown or known occurrences. This paper attempts to apply ANNs to predict the uneven distribution of snow loads. First, the snow load database is collected and set up, including all the data from field measurement and experimental simulation. Second, part of the data from the 1m3 model is used as a training set to train Backpropagation Neural Networks (BPNN) and Generalized Regression Neural Networks (GRNN). The parameters of the two neural networks are determined (such as the smoothing factor in the GRNN) and the rest of the data is used to examine the model
description: the prediction and measurement results of the two models are compared. Finally, based on different wind direction angles and wind speed, a GRNN model is established to predict the uneven snow load distribution. Through comparative analysis, GRNN is more suitable for predicting the uneven distribution of snow loads, especially in predicting snow thickness. In particular, the prediction effect of the model on the snow load distribution trend is good, and the prediction ability of the neural network model is displayed.
DOI: 10.14455/isec.res.2019.206
title: THE USE OF LIFE CYCLE ASSESSMENT TO ACHIEVE SUSTAINABLE CONSTRUCTION

description: This study seeks to assess the benefit of sustainable construction and the use of lifecycle assessment in the South African construction industry to achieve sustainable construction. The data used in this was derived from both primary and secondary resources. The primary data was collected through a questionnaire approach. The study revealed that LCA can be used for product comparison, product development, formulating of product eco-labels, evaluating construction processes and decision- making processes in the construction industry concerning materials. Furthermore, the study revealed that LCA has various strengths, challenges and weakness, this is due to the fact that there is a requirement of the high quality of knowledge and data when conducting a detailed LCA study. However, this study revealed that life cycle thinking is a cornerstone for developing policies and programs which meet sustainability criteria and there is a great room for the development and use of LCA in the South African construction industry. Therefore, it is recommended that the South African Construction industry invests more in environmental tools such as LCA.
DOI: 10.25919/5ced982c28f84
title: Parkes observations for project P456 semester 2019APRS_17

description: The Parkes Pulsar Timing Array (PPTA) project has three primary goals: (a) detection of gravitational waves from astronomical sources, (b) establishment of a pulsar timescale, and (c) improvement of our understanding of Solar-system dynamics. The PPTA is the oldest of three international pulsar timing groups. We have the smallest telescope and the smallest group, but the best measurements and the best results. Our bound on the strength of the incoherent gravitational wave background is the only bound which significantly constrains theoretical models. We have maintained our leading position because: we have the southern sky; we have a small but well-focussed group; we have the best-calibrated receivers; and we have been able to observe with an almost regular cadence of 15 to 20 days over a wide bandwidth. With this proposal we aim to maintain our pre-eminent position in the field.

Unlike most observing proposals, this is a continuing proposal for which the observations will continue to improve bounds on ultra-low-frequency gravitational waves until they are finally detected. Continued Parkes observations will remain valuable at least until the first stage of the SKA is able to improve on our sensitivity and observing cadence. Even after the gravitational wave background is detected we will want to continue observations in support of the nascent field of gravitational wave astronomy!
DOI: 10.5287/bodleian:kzboj5e2v
title: Data for paper "Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers"
DOI: 10.7910/dvn/7r2hnp/6jxrj9
title: PA_DF_5_2069.tif

description: :unav
DOI: 10.7910/dvn/7r2hnp/9ewyme
title: CR_Forest_Areas.tab

description: :unav
DOI: 10.7910/dvn/7r2hnp/crkchr
title: PA_RF_5_2069.tif.ovr

description: :unav
DOI: 10.7910/dvn/7r2hnp/dyipuw
title: PA_RF_5_2069.tif.aux.xml

description: :unav
DOI: 10.7910/dvn/7r2hnp/fl3jev
title: PA_RF_5_2069.tif

description: :unav
DOI: 10.7910/dvn/7r2hnp/s9gzwc
title: Fig3.png

description: :unav
DOI: 10.7910/dvn/7r2hnp/twenlc
title: PA_RF_5_2069.tif.vat.dbf

description: :unav
DOI: 10.7910/dvn/7r2hnp/wpjluv
title: PA_DF_5_2069.tif.ovr

description: :unav
DOI: 10.7910/dvn/7r2hnp/xpnrsq
title: PA_RF_5_2069.tif.vat.cpg

description: :unav
DOI: 10.7910/dvn/7r2hnp/9etfqb
title: PA_BAU_2069.tif

description: :unav
DOI: 10.7910/dvn/7r2hnp/ajgcde
title: PA_DF_5_2069.tif.vat.dbf

description: :unav
DOI: 10.7910/dvn/7r2hnp/ctkahk
title: PA_BAU_2069.tif.aux.xml

description: :unav
DOI: 10.7910/dvn/7r2hnp/g4rsce
title: PA_BAU_2069.tif.ovr

description: :unav
DOI: 10.7910/dvn/7r2hnp/yunyps
title: PA_DF_5_2069.tif.aux.xml

description: :unav
DOI: 10.7910/dvn/7r2hnp/z57poc
title: PA_BAU_2069.tif.vat.dbf

description: :unav
DOI: 10.25919/5ced995b0c51b
title: Parkes observations for project P892 semester 2019APRS_BPSR_06

description: SUPERBx looks at the highest Galactic latitudes in a search for pulsars and fast radio bursts (FRBs). We use optimised GPU codes and supercomputing to search for these, making discoveries in real time. Handling our data as it comes in is essential for the SKA Phase I era so this work applies directly to the high-data rates of next generation telescopes. Our pulsar discoveries are typically nearby scintillating sources, intermittent sources and those in interesting binary systems. Our FRB discoveries have discovery lags of ~1 second, rather than months/years and these feed rapid alerts to the world-wide follow-up community via a dedicated VOEvent format an Astronomer's Telegrams. The goal of this is to allow localisation of the discovered FRBs. This is key for identifying FRB host galaxies, so as to solve the mystery of their progenitors and to exploit their many uses as tools for precision cosmology measurements.
DOI: 10.6073/pasta/2033d190e3b425ed08b1438bd9c44e8f
title: Long-term trends in abundance of Lepidoptera larvae at Hubbard Brook Experimental Forest and three additional northern hardwood forest sites, 1986 – 1997

description: Numbers and lengths of Lepidoptera larvae (caterpillars, all species)
  were censused on shrub level foliage at biweekly intervals from late
  May/early June through late July/early August each year. Measurements
  were conducted on the Main bird plot in the Hubbard Brook Experimental
  Forest and on three additional plots within the White Mountain
  National Forest from 1986-1997..

      
  These data were gathered as part of the Hubbard Brook Ecosystem Study
  (HBES). The HBES is a collaborative effort at the Hubbard Brook
  Experimental Forest, which is operated and maintained by the USDA
  Forest Service, Northern Research Station.
DOI: 10.18716/nmrshiftdb2/60004113/nmredata_cd3od
title: NMReDATA NMR dataset for (3,5,7,12)-Cholestane-3,7,12,26,27-pentol, 26-(hydrogen sulfate)/sodium salt; 5-cyprinol sulfate in Methanol-D4 (CD3OD)
DOI: 10.18716/nmrshiftdb2/20027187
title: NMR data for alpha-D-glucopyranose
DOI: 10.15139/s3/lmwugd
title: Monmouth University National Poll, Number 165

description: This survey was conducted using a national sample and addresses President Trump job approval, candidate issues for 2018 midterm election, tariffs, and the tax reform plan. Also, questions on White House and President Trump's staff and advisors and Rock and Roll bands.
DOI: 10.17632/knr2c7g79j.1
title: Data for: Nitrogen deposition sources and patterns along elevation gradients in the Greater Yellowstone Ecosystem determined from ion exchange resin collectors and lichens

description: These data contain observations of throughfall and bulk ion exchange resin collector nitrogen deposition measurements and lichen %N, %C, d13C and d15N measurements from around the Greater Yellowstone Ecosystem
DOI: 10.5281/zenodo.3234481
title: Instances and corresponding solutions for the U-shaped storage layout planning problem (USLPP)

description: The set of instances and corresponding solutions, which were used in the computational study of the paper “Ergonomic and economic optimization of layout and item assignment of a U-shaped order picking zone”.
DOI: 10.5281/zenodo.3234482
title: Instances and corresponding solutions for the U-shaped storage layout planning problem (USLPP)

description: The set of instances and corresponding solutions, which were used in the computational study of the paper “Ergonomic and economic optimization of layout and item assignment of a U-shaped order picking zone”.
DOI: 10.5281/zenodo.1457877
title: Base de datos de la lengua Nonuya

description: Este documento recopila las transcripciones de 8.693 grabaciones de palabras y expresiones de la lengua Nonuya (familia lingüística Witoto) hechas con cuatro hablantes: Mamerto Ríos (recogidas por Jorge Gasché en 1973 y Jon Landaburu en 1991), Humberto Ayarce y Rafael Grande (recogidas por Jon Landaburu, Juan Alvaro Echeverri y Alvaro Rodríguez entre 1994 y 1997) y Margarita Kapojó (recogidas por Jorge Gasché y Frank Seifart en 2007). Aunque esta información ya había sido publicada en el archivo DOBES del Max-Planck Institute, la presente base de datos contiene varios ajustes importantes: (1) las transcripciones originales fueron revisadas y corregidas; (2) todas las transcripciones se presentan empleando los símbolos AFI, y (3) incluimos un identificador para cada línea de la transcripción, con la finalidad de citar este material en trabajos de análisis de la lengua.
DOI: 10.5519/qd.e5wjb4m4
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.6084/m9.figshare.8197577.v1
title: Supplementary Material for: The Recurrence of Onychocryptosis when Treated with Phenolization: Does Phenol Application Time Play a Role? A Follow-Up Study on 622 Procedures

description: <b><i>Introduction:</i></b> Chemical matricectomy using phenol (CMP) is a recognized treatment option for onychocryptosis. However, the appropriate phenol application time to achieve nail matrix destruction is still unknown. Optimal ablation leads to low recurrence rates. The aim of this research was to assess the recurrence rate of onychocryptosis in a cohort of 622 consecutive patients treated with a 4-min CMP. <b><i>Methods:</i></b> We recruited all patients undergoing a 4-min CMP for onychocryptosis at the Istituto Podologico Italiano, Rome, Italy, in 2008–2017. Postoperative follow-up visits were set at 24 h, 7, 14, 21, and 28 days, 6 months, and 1 year after surgery. We used adjusted logistic regression to evaluate the potential risk factors for the disease recurrence including age, gender, toe shape, comorbidities, and disease localization. <b><i>Results:</i></b> The risk of recurrence in all patients treated with a 4-min CMP was 1.1% (<i>n</i> = 622, 95% CI = 0.5%–2.3%). In the subgroup of patients with cardiovascular disease (<i>n</i> = 39) the recurrence risk was 5.1% (95% CI = 0.61–7.3). Young age was also associated with increased odds of recurrence (<i>p</i> = 0.036). <b><i>Conclusion:</i></b> In this observational study, 4 min with no interruptions seems to be the appropriate application time of phenol when using CMP for the treatment of onychocryptosis. A randomized controlled trial should be carried out to confirm our results.
DOI: 10.17632/z6sn7yrcxb.1
title: Data for: Multi-level departments-to-offices assignment with different room types

description: All 192 test instances used in the computational experiments of the article "Multi-level departments-to-offices assignment with different room types".
DOI: 10.6073/pasta/29943e1d5e7f4b0528700115983adc0f
title: Coarse Woody Debris on Watershed 6, Hubbard Brook Experimental Forest

description: Fallen dead wood was sampled in Watershed 6 (W6) of the Hubbard Brook
  Experimental Forest in 1978, 1995, and 2016. Two techniques, one for
  bolewood &gt;3 cm in diameter and one for fallen twigs &lt;3 cm and
  &gt; 2 mm, were combined to determine the mass of fallen dead wood in
  the forest. The mass of deadwood in the forest remained unchanged over
  time, although the species composition did change.

      
  These data were gathered as part of the Hubbard Brook Ecosystem Study
  (HBES). The HBES is a collaborative effort at the Hubbard Brook
  Experimental Forest, which is operated and maintained by the USDA
  Forest Service, Northern Research Station.
DOI: 10.7910/dvn/2bkcc0/nqrkkr
title: ISQ Rittinger Symposium.pdf

description: :unav
DOI: 10.14469/hpc/5700
title: OC CCSD(T)/Def2-TZVPP G=-112.070113

description: Gaussian Calculation
DOI: 10.14469/hpc/5701
title: BN CCSD(T)/Def2-TZVPP G=-79.283111

description: Gaussian Calculation
DOI: 10.14469/hpc/5702
title: LiBNHe(+) CCSD(T)/Def2-TZVPP G= -89.486145 (Li(+) -7.423434, BN -79.283111, He -2.910906 = -89.617451 ) = -82.3

description: Gaussian Calculation
DOI: 10.14469/hpc/5703
title: LiNBHe(+) CCSD(T)/Def2-TZVPP G= -89.603092 (Li(+) -7.423434, BN -79.283111 , He -2.910906 = -89.617451 ) = -9.0

description: Gaussian Calculation
DOI: 10.18716/nmrshiftdb2/20027187/nmredata_dmso-d6
title: NMReDATA NMR dataset for alpha-D-glucopyranose in Dimethylsulphoxide-D6 (DMSO-D6, C2D6SO)
DOI: 10.5519/qd.9xz1f5bw
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.7910/dvn/zcxskg
title: NELA2017

description: Dataset for article "Sampling the News Producers: A Large News and Feature Data Set for the Study of the Complex Media Landscape".
DOI: 10.7910/dvn/zcxskg/0shjyn
title: NELA2017_part_2.tar

description: JSON data files for each article (August to October)
DOI: 10.7910/dvn/zcxskg/4vbxkd
title: NELA2017_part_1.tar

description: JSON data files for each article (April to July)
DOI: 10.7910/dvn/zcxskg/qqywql
title: _all_features_NELA2017dataset.tab

description: Content Features for each article.
DOI: 10.17632/mv2f7vmsv8.1
title: Data for: Dynamically Feasible Trajectory Planning for Anguilliform-inspired Robots in the Presence of Steady Ambient Flow

description: The raw data comprising of the values of the number of nodes expanded and the computation times for all the flow directions and the goal locations has been provided in Supplementary Data 1.xlsx Trajectories corresponding to obstacle densities ranging from 30 to 80 and uniformly placed in the environments comprising of ambient flows in all the directions has been provided in Supplementary Data 2.rar The raw data comprising of the values of the number of nodes expanded and the computation times for all the flow directions and the obstacle densities has been provided in Supplementary Data 3.xlsx Flow simulation data corresponding to Section: 9.1.1 Goals Placed at Different Distances has been provided in Supplementary Data 4.rar that comprises of “.csv” files. The name of .csv files are “x _y.csv” were “x” is the number of obstacles and “y” is the flow direction. The data in the .csv file are as follows: Column 1: x-coordinate Column 2: y-coordinate Column 3: x component of flow Column 4: y component of flow Column 5: flow direction in radians Column 6: flow direction in degrees Column 7: flow magnitude Flow simulation data corresponding to Section: 9.1.2 Different Obstacle Densities has been provided in Supplementary Data 5.rar that comprises of .csv files. The name of .csv files are “flow _y.csv” were “y” is the flow direction. The data in the .csv file are as follows: Column 1: x-coordinate Column 2: y-coordinate Column 3: x component of flow Column 4: y component of flow Column 5: flow direction in radians Column 6: flow direction in degrees Column 7: flow magnitude
DOI: 10.5519/qd.83eq3gg8
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1831 records)
DOI: 10.6080/k08s4n4j
title: Electrocorticography recordings from patients during a passive listening task of degraded and intact English speech.
title: CRCNS.org ac-4

description: This dataset consists of electrocorticography recordings of patients passively listening to auditory stimuli. Each auditory stimulus is a sentence being spoken by another person (the sentences are drawn from the TIMIT database). There are two types of sentences: filtered, and unfiltered. The filtered sentences are hard to understand, unless you have heard an unfiltered version already. The task is structured such that people hear sentences in groups of 3s. First a filtered sentence, then an unfiltered sentence, and finally a repetition of the filtered sentence. Perceptually, subjects usually don’t understand the first time they hear the filtered sentence, but do understand after the second time. This is because they’ve heard the unfiltered sentence in between. On a subset of subjects, there is pink noise played instead of unfiltered speech. This task is meant to investigate a perceptual “pop-out” effect whereby a stimulus that was once incomprehensible becomes understandable. Each subject contains roughly 40-50 sentences (filtered, unfiltered, and filtered for each one).
The provided data are the raw recordings taken from a grid of electrodes, generally placed over auditory cortices. The locations vary from patient to patient, and their locations can be determined from the 2d locations of each channel on a picture of the subject’s brain. We have also included timing information for when the stimuli were presented, though we cannot provide the actual recorded audio due to patient privacy concerns.
We have included several sample jupyter notebooks to get you started with loading and exploring the data. They can be run with free software, all of which is written in the open-source language Python.
Results from an analysis of the change in neural activity from before to after hearing the unfiltered speech are described in:
Holdgraf, Christopher R., Wendy de Heer, Brian Pasley, Jochem Rieger, Nathan Crone, Jack J. Lin, Robert T. Knight, and Frédéric E. Theunissen. “Rapid Tuning Shifts in Human Auditory Cortex Enhance Speech Intelligibility.” Nature Communications 7, no. 1 (December 2016). https://doi.org/10.1038/ncomms13654.
DOI: 10.17632/9cy65jw5cx.1
title: Data for: On the applicability of the BDM mechanism in product evaluation

description: Dataset accompanying the article "On the applicability of the BDM mechanism in product evaluation"
DOI: 10.17632/zcggnksyv3.1
title: Data for: Toward a numerical-simulation-based liquefaction hazard assessment for urban regions using high-performance computing

description: These two data files contain the simulation results described in the corresponding paper. See the discussion section for the warnings and restrictions about making use of the data.
DOI: 10.17632/2jcpxc7v73.1
title: Data for: Alternatives to neonicotinoids
DOI: 10.17632/2nrbfygj8t.1
title: Data for: Numerical investigation of airflow patterns and pollutant dispersions induced by a fleet of vehicles inside road tunnels using dynamic mesh Part Ⅰ: Traffic wind evaluation

description: The file contains original data from numerical simualtion
DOI: 10.25919/5cee547b9ee6d
title: Parkes observations for project P456 semester 2019APRS_18

description: The Parkes Pulsar Timing Array (PPTA) project has three primary goals: (a) detection of gravitational waves from astronomical sources, (b) establishment of a pulsar timescale, and (c) improvement of our understanding of Solar-system dynamics. The PPTA is the oldest of three international pulsar timing groups. We have the smallest telescope and the smallest group, but the best measurements and the best results. Our bound on the strength of the incoherent gravitational wave background is the only bound which significantly constrains theoretical models. We have maintained our leading position because: we have the southern sky; we have a small but well-focussed group; we have the best-calibrated receivers; and we have been able to observe with an almost regular cadence of 15 to 20 days over a wide bandwidth. With this proposal we aim to maintain our pre-eminent position in the field.

Unlike most observing proposals, this is a continuing proposal for which the observations will continue to improve bounds on ultra-low-frequency gravitational waves until they are finally detected. Continued Parkes observations will remain valuable at least until the first stage of the SKA is able to improve on our sensitivity and observing cadence. Even after the gravitational wave background is detected we will want to continue observations in support of the nascent field of gravitational wave astronomy!
DOI: 10.5281/zenodo.2677476
title: Laboratory spectral reflectance measurements of pine/spruce twigs and snow

description: The dataset contains laboratory spectral reflectance (350-2500 nm) measurements of natural snow samples and pine and spruce twigs measured with an ASD Field Spec Pro JR spectroradiometer. For snow types sampled, in situ snow measurements are accompanied with the reflectance data. The measurements have been conducted at the premises of the Arctic Space Centre of the Finnish Meteorological Institute, Sodankylä, Finland (N67.361833, E26.634154, WGS84). The data are structured as CSV-files. Snow specific surface area (SSA) information and photographs of the snow samples are available for part of the measured snow types and are organized into separate folders. For this version a data example plot (Data_example_laboratory.png) was added to have a quick visualisation of the sort of the data available. For further information contact Henna-Reetta Hannula (henna-reetta.hannula@fmi.fi) or Kirsikka Heinilä (kirsikka.heinila@ymparisto.fi)