cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/0dy4-4x74
title: Industrial Machines Dataset for Electrical Load Disaggregation

description: This dataset contains heavy-machinery data from the Brazilian industrial sector. The data was collected in a poultry feed factory located in the state of Minas Gerais, Brazil. Its process can be summarized to creating pellets of ration for poultry from corn or soybeans and added nutrients. The factory produces at fullscale over the entire year, thus it has well-behaved usage patterns at any time. It operates from Mondays through Fridays (and occasionally on Saturdays, in case production is below the monthly target) on a daily three-turn shift from 10:00 PM to 05:00 PM. From 05:00 PM to 10:00 PM electricity prices are higher, so the factory is closed. The site meter collects data at the factory electrical substation from the main medium voltage/low voltage transformer (MV/LV), which transforms 13.4 kV to 380 V. The factory has four different LVDBs after the MV/LV. One (1) for lights and administration-related appliances, the second (2) for pelletizing-related machinery, the third (3) for milling-related machinery and the last one (4) for general production-related machinery. Eleven GreenAnt energy meters were installed on the factory: one as a site meter and the other ten for groundtruth analysis. These meters sample data at 8 kSamples/sec internally, downsample the data to 1 Hz. Each package includes: RMS voltage, RMS current, active power, reactive power and apparent power. Samples were collected from 2017-12-11 18:43:52 UTC until 2018-04-01 21:33:17 UTC, which roughly corresponds to 111 days. Only one phase out of three was collected. We decided to do this as the factory is well balanced and would decrease the total amount of data stored by one third. There are three meters measuring distribution circuits: MV/LV transformer, LVDB-2 and LVDB-3. This means that, there are eight GreenAnt meters on the factory measuring appliances, which are: Pelletizer I (PI); Pelletizer II (PII); Double-pole Contactor I (DPCI); Double-pole Contactor II (DPCII); Exhaust Fan I (EFI); Exhaust Fan II (EFII); Milling Machine I (MI); and Milling Machine II (MII). All machines under LVDB-2 and LVDB-3 work at 380 V and 60 Hz. The factory As the factory is cyclically producing pellets at full power, each appliance can be modeled as a threestate machine (OFF, NO LOAD ON, FULL LOAD ON). The milling machines were the last machines to be measured. They were only measured over the last 12 days, which corresponds to roughly 10% of the time measurement intervals from other machines. FeaturesRMS VoltageRMS CurrentActive PowerReactive PowerApparent Power Appliances measuredPelletizer IPelletizer IIDouble-pole Contactor IDouble-pole Contactor IIExhaust Fan IExhaust Fan IIMilling Machine IMilling Machine II Circuits Measured:Main Medium Voltage/Low Voltage transformerPelletizers Sub-circuit (Low Voltage Distribution Board-2)Milling Machines Sub-circuit (Low Voltage Distribution Board-3)
DOI: 10.21227/t0f4-0222
title: Industrial Machines Dataset for Electrical Load Disaggregation

description: This dataset contains heavy-machinery data from the Brazilian industrial sector. The data was collected in a poultry feed factory located in the state of Minas Gerais, Brazil. Its process can be summarized to creating pellets of ration for poultry from corn or soybeans and added nutrients. The factory produces at fullscale over the entire year, thus it has well-behaved usage patterns at any time. It operates from Mondays through Fridays (and occasionally on Saturdays, in case production is below the monthly target) on a daily three-turn shift from 10:00 PM to 05:00 PM. From 05:00 PM to 10:00 PM electricity prices are higher, so the factory is closed. The site meter collects data at the factory electrical substation from the main medium voltage/low voltage transformer (MV/LV), which transforms 13.4 kV to 380 V. The factory has four different LVDBs after the MV/LV. One (1) for lights and administration-related appliances, the second (2) for pelletizing-related machinery, the third (3) for milling-related machinery and the last one (4) for general production-related machinery. Eleven GreenAnt energy meters were installed on the factory: one as a site meter and the other ten for groundtruth analysis. These meters sample data at 8 kSamples/sec internally, downsample the data to 1 Hz. Each package includes: RMS voltage, RMS current, active power, reactive power and apparent power. Samples were collected from 2017-12-11 18:43:52 UTC until 2018-04-01 21:33:17 UTC, which roughly corresponds to 111 days. Only one phase out of three was collected. We decided to do this as the factory is well balanced and would decrease the total amount of data stored by one third. There are three meters measuring distribution circuits: MV/LV transformer, LVDB-2 and LVDB-3. This means that, there are eight GreenAnt meters on the factory measuring appliances, which are: Pelletizer I (PI); Pelletizer II (PII); Double-pole Contactor I (DPCI); Double-pole Contactor II (DPCII); Exhaust Fan I (EFI); Exhaust Fan II (EFII); Milling Machine I (MI); and Milling Machine II (MII). All machines under LVDB-2 and LVDB-3 work at 380 V and 60 Hz. The factory As the factory is cyclically producing pellets at full power, each appliance can be modeled as a threestate machine (OFF, NO LOAD ON, FULL LOAD ON). The milling machines were the last machines to be measured. They were only measured over the last 12 days, which corresponds to roughly 10% of the time measurement intervals from other machines. FeaturesRMS VoltageRMS CurrentActive PowerReactive PowerApparent Power Appliances measuredPelletizer IPelletizer IIDouble-pole Contactor IDouble-pole Contactor IIExhaust Fan IExhaust Fan IIMilling Machine IMilling Machine II Circuits Measured:Main Medium Voltage/Low Voltage transformerPelletizers Sub-circuit (Low Voltage Distribution Board-2)Milling Machines Sub-circuit (Low Voltage Distribution Board-3)
DOI: 10.5281/zenodo.3647612
title: Data-Driven Domain Discovery (D4) - Evaluation Datasets

description: Data used for the evaluation of our data-driven domain discovery algorithm (D4). In our evaluation, we used four different datasets from two repositories - NYC Open Data and State of Utah Open data. Both repositories were downloaded using the Socrata Open Data API on Nov. 22nd 2016 and on Sep. 27th 2019, respectively. The downloads contained 1114 datasets and 1953 datasets, respectively. NYC Open Data contains datasets from NYC agencies such as Department of Education and Department of Finance. Each dataset is labeled using 13 different labels. Based on these labels, we obtained three datasets: (a) Education, (b) Finance (using labels Economy and Finance) and (c) Services which includes all tables that are not in (a) or (b). The published data has been pre-processed using D4 (as described in the README file). For our evaluation we only considered columns where the majority of distinct terms are text. The published datasets contain the column metadata file (columns.tsv), the index of unique terms across all datasets in the two repositories (term-index.txt.gz), and the set of equivalence classes derived from the term index (compressed-term-index.txt.gz). We also include files containing terms for 25 ground truth domains that we used to evaluate our algorithm.
DOI: 10.5281/zenodo.3647618
title: Data and model scripts for "Non-structural carbohydrate dynamics associated with antecedent stem water potential and air temperature in a dominant desert shrub"

description: Model code and data as used in the first revision submitted to Plant, Cell and Environment, Feb. 2020. Models are coded in JAGS or OpenBUGS and run in R. Three related models are presented: 1) "mod_allometry.R" and "jags_allometry.R" run the aboveground biomass allometry model described in Methods S1, utilizing stem and leaf mass data ("data_allometry.Rdata") and the associated initial values ("inits_allometry.Rdata") 2) "mod_predawn.R" and "bugs_predawn.R" run the gap-filling model described in Methods S2, utilizing predawn water potential data ("data_predawn.Rdata") and the associated initial values ("inits_predawn.Rdata") 3) "mod_NSC.R" and "bugs_NSC.R" run the NSC model described in the main text of the manuscript, utilizing NSC and covariate data ("data_NSC.Rdata") and the associated initial values ("inits_NSC.Rdata")
DOI: 10.5281/zenodo.3647619
title: Data and model scripts for "Non-structural carbohydrate dynamics associated with antecedent stem water potential and air temperature in a dominant desert shrub"

description: Model code and data as used in the first revision submitted to Plant, Cell and Environment, Feb. 2020. Models are coded in JAGS or OpenBUGS and run in R. Three related models are presented: 1) "mod_allometry.R" and "jags_allometry.R" run the aboveground biomass allometry model described in Methods S1, utilizing stem and leaf mass data ("data_allometry.Rdata") and the associated initial values ("inits_allometry.Rdata") 2) "mod_predawn.R" and "bugs_predawn.R" run the gap-filling model described in Methods S2, utilizing predawn water potential data ("data_predawn.Rdata") and the associated initial values ("inits_predawn.Rdata") 3) "mod_NSC.R" and "bugs_NSC.R" run the NSC model described in the main text of the manuscript, utilizing NSC and covariate data ("data_NSC.Rdata") and the associated initial values ("inits_NSC.Rdata")
DOI: 10.3886/e113380v1-22163
title: Replication data for: Effects of Immigrant Legalization on Crime

description: I examine the effects that the 1986 Immigration Reform and Control Act (IRCA), which legalized almost 3 million immigrants, had on crime in the United States. I exploit the IRCA's quasi-random timing as well as geographic variation in the intensity of treatment to isolate causal impacts. I find decreases in crime of 3-5 percent, primarily due to decline in property crimes, equivalent to 120,000-180,000 fewer violent and property crimes committed each year due to legalization. I calibrate a labor market model of crime, finding that much of the drop in crime can be explained by greater labor market opportunities among applicants.
DOI: 10.25911/5e3b51d252fe1
title: Kurrirarra - Norma Giles describes traditional Ngaanyatjarra marriage customs

description: In this film Norma Giles talks about traditional Ngaanyatjarra marriage customs. Filmed at Patjarr Community in the Ngaanyatjarra Lands, September 9 2013
description: In this film Norma Giles talks about traditional Ngaanyatjarra marriage customs. Filmed at Patjarr Community, September 9 2013, (Archived at PARADISEC as WDVA1-MIR_28).
DOI: 10.25911/5e3b52ed07aa8
title: Pangkupirri Story told by Elizabeth Marrkilyi Ellis (In the Time of Their Lives)

description: Pangkupirri is a tjukurrpa Creation or Dreaming story about yurlukuku (the Diamond Dove Man) and ngiyari (the Mountain Devil/Thorny Devil Woman) and who lived at Pangkupirri rockhole. It is a non-sacred tjukurrpa story that can be told to children.
description: Pangkupirri is a tjukurrpa Creation or Dreaming story about yurlukuku (the Diamond Dove Man) and ngiyari (the Mountain Devil/Thorny Devil Woman) and who lived at Pangkupirri rockhole. It is a non-sacred tjukurrpa story that can be told to children. Filmed at Tjukurla Community, October 16 2012, (Archived at PARADISEC as WDVA1-MIR_08).
DOI: 10.5281/zenodo.3647926
title: The dataset of the manuscript "Numerical study of the initial condition and emission on simulating PM2.5 concentrations in CAMx model:Taking Xi'an as example"

description: The observed and simulated data for the manuscript "Numerical study of the initial condition and emission on simulating PM<sub>2.5</sub> concentrations in CAMx model:Taking Xi'an as example".
DOI: 10.6084/m9.figshare.3761562.v1380
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.5281/zenodo.3647925
title: The dataset of the manuscript "Numerical study of the initial condition and emission on simulating PM2.5 concentrations in Comprehensive Air Quality Model with extensions version 6.1 (CAMx v6.1): Taking Xi'an as example"

description: bcfile.rar: the clean initial and boundary condition files. Emis_forNov.rar and Emis_forDec.rar: the emission files in November and December 2016. tuvfile.rar and o3mapfile.rar: the photolysis files. camx.cp[1-5].rar: the results of sensitivity experiments for using clean initial condition files. camx.r1120p[1-3].rar: the results of sensitivity experiments for R1120. camx.r1124.rar: the results of sensitivity experiments for R1124. contnuous_B12.rar: the results of sensitivity experiments for CT12. contnuous_B24.rar: the results of sensitivity experiments for CT24. scripts.zip: all scripts covering every data processing action for all the results reported in the paper. data.zip: final data tables used to plot figures and tables.
DOI: 10.5281/zenodo.3647856
title: Reconnection rates of the paper "Simulation of plasmaspheric plume impact on dayside magnetic reconnection"

description: This repository contains the dataset needed for the paper "Simulation of plasmaspheric plume impact on dayside magnetic reconnection", i.e. the magnetic reconnection rates at each time and the quantities needed to normalize them. All the data are stored in the file "rates_norm.h5". The file "si_content.pdf" explain how the data are stored and how you can extract them.
DOI: 10.5281/zenodo.3647857
title: Reconnection rates of the paper "Simulation of plasmaspheric plume impact on dayside magnetic reconnection"

description: This repository contains the dataset needed for the paper "Simulation of plasmaspheric plume impact on dayside magnetic reconnection", i.e. the magnetic reconnection rates at each time and the quantities needed to normalize them. All the data are stored in the file "rates_norm.h5". The file "si_content.pdf" explain how the data are stored and how you can extract them.
DOI: 10.5519/qd.7bzjeqxr
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (180 records)
DOI: 10.15129/a1a1482e-7119-45cc-be4a-44d154ff685b
title: Adjacency matrices and eigenvectors from brain scan data

description: Voxel-wise adjacency matrices from human MRI scan data alonside the dominant eigenvectors of each matrix. This dataset is derived from scan-rescan data produced by Landmann, B.A. et al. (2011) that is held in the BIRN deposit and distributed under the BIRN Repository Data License. The voxel-wise networks were generated by Roncal, W.G. et al. (2013). The eigenvectors were calculated and used alongside the adjacency matrices for a publication by Clark, R. et al. (2019).
DOI: 10.17036/researchdata.aston.ac.uk.00000459
title: Informational masking of speech by acoustically similar intelligible and unintelligible interferers
DOI: 10.25919/5e3be4e3511bf
title: Climate Victoria: 9am Vapour Pressure (9 second, approx. 250 m)

description: Daily, monthly and mean monthly (1981-2010) surfaces of 9am vapour pressure across Victoria at a spatial resolution of 9 seconds (approx. 250 m).
DOI: 10.15468/9o2x47
title: Morphology lies: a case-in-point with a new non-biting midge species from Oriental China (Diptera, Chironomidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Song, Chao, Wang, Xinhua, Bu, Wenjun, Qi, Xin (2020): Morphology lies: a case-in-point with a new non-biting midge species from Oriental China (Diptera, Chironomidae). ZooKeys 909: 67-77, DOI: http://dx.doi.org/10.3897/zookeys.909.39347, URL: http://dx.doi.org/10.3897/zookeys.909.39347
DOI: 10.15468/ihe2y0
title: Phestilla subodiosus sp. nov. (Nudibranchia, Trinchesiidae), a corallivorous pest species in the aquarium trade

description: This dataset contains the digitized treatments in Plazi based on the original journal article Wang, Adam, Conti-Jerpe, Inga Elizabeth, Richards, John Lawrence, Baker, David Michael (2020): Phestilla subodiosus sp. nov. (Nudibranchia, Trinchesiidae), a corallivorous pest species in the aquarium trade. ZooKeys 909: 1-24, DOI: http://dx.doi.org/10.3897/zookeys.909.35278, URL: http://dx.doi.org/10.3897/zookeys.909.35278
DOI: 10.15468/kuupdv
title: Revision of the Merodon serrulatus group (Diptera, Syrphidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Vujic, Ante, Likov, Laura, Radenkovic, Snezana, Tubic, Natasa Kocis, Djan, Mihajla, Sebic, Anja, Perez-Banon, Celeste, Barkalov, Anatolij, Hayat, Ruestem, Rojo, Santos, Andric, Andrijana, Stahls, Gunilla (2020): Revision of the Merodon serrulatus group (Diptera, Syrphidae). ZooKeys 909: 79-158, DOI: http://dx.doi.org/10.3897/zookeys.909.46838, URL: http://dx.doi.org/10.3897/zookeys.909.46838
DOI: 10.5281/zenodo.3648223
title: DATASET: Hierarchical Bayesian Operational Modal Analysis: Theory and Computations

description: Inquiries about these data sets should be addressed to <strong>Dr. Omid Sedehi</strong> at <strong>osedehi@connect.ust.hk</strong>. To cite this data set, you may refer to <strong>https://doi.org/10.1016/j.ymssp.2020.106663</strong>
description: The data set is related to 10.5281/zenodo.3629215
DOI: 10.5281/zenodo.3648224
title: DATASET: Hierarchical Bayesian Operational Modal Analysis: Theory and Computations

description: Inquiries about these data sets should be addressed to <strong>Dr. Omid Sedehi</strong> at <strong>osedehi@connect.ust.hk</strong>. To cite this data set, you may refer to <strong>https://doi.org/10.1016/j.ymssp.2020.106663</strong>
description: The data set is related to 10.5281/zenodo.3629215
DOI: 10.26050/wdcc/ioprao_trop_pyrnet
title: HD(CP)2 short term observation data of Pyranometer network, Intensive observation periode RAO by TROPOS

description: Project: High Definition Clouds and Precipitation for Climate Prediction-Observations - HD(CP)2 is a BMBF funded German-wide research initiative to improve our understanding of cloud and precipitation processes and their implication for climate prediction. The specific objectives for the HD(CP)2 observations team during the first and second phase of the project are as follows: Phase I Objective: To evaluate and develop encapsulations of relevant data, including statistical properties, over different spatio-temporal scales in order to enable the critical assessment of the HD(CP)2 simulations, as well as tools to enable model-data comparisons. Phase II Objective: To extend the methods of evaluation and encapsulation to a second, tropical, model domain, for which satellite remote sensing will be the primary data source. For more information see links: http://www.hdcp2.eu/Observations.2269.0.html , http://www.hdcp2.eu/ Summary: Pyranometer network consisting of 45 members were set up during the Intensive Observation Campaign at Lindenberg / Falkenberg, 2014.
DOI: 10.5281/zenodo.3647905
title: PR Rejection Reasons - Scapy Case Study

description: A dataset of manually annotated pull request rejection reasons and their sentiment. Target project: Scapy (hosted on GitHub).
DOI: 10.5281/zenodo.3647906
title: PR Rejection Reasons - Scapy Case Study

description: A dataset of manually annotated pull request rejection reasons and their sentiment. Target project: Scapy (hosted on GitHub).
DOI: 10.17632/x3zm2wbhm4.1
title: Data for: Thermodynamic modeling of Y-H and Y-Zr-H system aided by first-principles and its application in bulk hydride moderator fabrication
DOI: 10.5281/zenodo.3648069
title: Net Primary Production (NPP) estimates from 4 Land Surface Modelling (LSM) in Fennoscandia 1997-2013

description: The file "Dec1997_Dec2013_4LSM_subCLINF_npp_.RData" contains NPP (Net Primary Production) estimates from 4 Land Surface Modelling (LSM): JULES, ORCHIDEE-MICT, ORCHIDEE-HLveg and CLM5 over the nordic area encompassing Norway, Sweden, Finland and western Russia (58.25-71.25 North and 4.75-34.75 East). The data is used in the paper: Leibovici DG, Quegan S, Comyn-Platt E, Hayman G, Val Martin M, Guimberteau M, Druel A, Zhu D, and Ciais P (2020) Spatio-Temporal Variations and Uncertainty in Land Surface Modelling for High Latitudes: Univariate Response Analysis.<strong> Biogeosciences (accepted 5Feb2020) </strong>
DOI: 10.5281/zenodo.2556517
title: Websites Quality In Use Evaluation Dataset

description: This dataset contains a number of computed dynamic analysis metrics related to quality in use for the 5,000 most popular websites.
DOI: 10.5523/bris.28ab9rj48vzwz2brlch46hcmg5
title: The Outfit Choice Task as a novel method for measuring body dissatisfaction in women with eating disorders and healthy controls

description: This study developed a novel task to measure body satisfaction, and compared this method of measuring body dissatisfaction with existing measures, in healthy women (Study 1 and Study 2) and those with an eating disorder (Study 3). Study 1 was an online study of 244 women; Study 2 was a laboratory study of 93 women (pre-registered as Open Science Framework - https://osf.io/pwd36/); Study 3 was a case-control study of 30 women with an eating disorder and 30 women without an eating disorder.
DOI: 10.5281/zenodo.2556516
title: Websites Quality In Use Evaluation Dataset

description: This dataset contains a number of computed dynamic analysis metrics related to quality in use for the 5,000 most popular websites.
DOI: 10.5519/qd.0hlr18d5
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (895463 records)
DOI: 10.5281/zenodo.3648087
title: Opportunistic screening for type 2 diabetes in community pharmacies.

description: Minimal anonymized data set necessary to replicate the sstudy : "Opportunistic screening for type 2 diabetes in community pharmacies. Results from a region-wide experience in Italy" to be published in PlosOne.
DOI: 10.5281/zenodo.3648088
title: Opportunistic screening for type 2 diabetes in community pharmacies.

description: Minimal anonymized data set necessary to replicate the sstudy : "Opportunistic screening for type 2 diabetes in community pharmacies. Results from a region-wide experience in Italy" to be published in PlosOne.