cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.2533107
title: H2OPM Image Registration Dataset

description: The H2OPM Image Registration Dataset is a dataset for the evaluation of (groupwise) registration methods.  It consists of 8 reference ortho-photo maps (OPMs) of urban and non-urban areas in Austria. For each reference image,  3-11 historical aerial images captured  between May 1943 and May 1945 are available, leading to a total of  42 image pairs. In order to evaluate the registration accuracy,  manually selected ground truth correspondences  between the historical images and the OPM are provided.

Technical Details

All images have been scale-normalized to a spatial resolution of 1m . However, for the historical images scale information could only approximated, the actual scale of the images might be actually off up to 30%.

Reference OPM images are named “ref_i.png” (i=reference image number, 1..8).<br>
Corresponding historical images are named “image_i_j.png” (j=historical image number). For example, “image_2_4.png” is the fourth out of five historical images that could be registered to  reference image “ref_2.png”.

Ground truth control points are given in the text files “CP_i_j.txt”. Each row of the text file  describes one control point pair with values x1,y1,x2,y2. The origin of the coordinate system is the  top left of the image, x-axis points right, y-axis points down.

The dataset is used for evaluation in the following paper:

<strong>Zambanini S. </strong>“Feature-based groupwise registration of historical aerial images to present-day ortho-photo maps“, <em>Pattern Recognition</em>, 90:66-77, June 2019. (arXiv)

Please cite this paper when publishing results on the dataset.
DOI: 10.6084/m9.figshare.3761562.v1542
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: 10.5523/bris.2h5zvknmt94i72wowv8ftoha38
title: en.2018-00840
title: en.2018-00840

description: Supplemental information supporting publication of article entitled "Dynamics of ACTH-mediated regulation of gene transcription in ATC1 and ATC7 adrenal zona fasciculata cell lines"
DOI: 10.5525/gla.researchdata.704
title: Metasurface imaging with entangled photons

description: Research data associated with article.
DOI: 10.5061/dryad.36g41fd/1
title: Dryad Item 10.5061/DRYAD.36G41FD/1

description: (:tba)
DOI: 10.5281/zenodo.2532704
title: Benchmark results for Vellamo and AnTuTu from Google Play in Xiaomi Redmi Note 4

description: The dataset contains the print screens of the execution of following benchmark: Vellamo Browser, Vellamo Metal, Vellamo Multicore, and AnTuTu General. The benchmark was repeated until the smartphone reaches a battery level below 20%. For each benchmark, we recorded the numerical results for each microbenchmark. Each benchmark was evaluated using different approaches for CPU frequency scaling: Ondemand, Performance, Interactive, HS, ZT, OUR-G-0.1, OUR-G-0.5 and OUR-G-0.9.

Ondemand, Performance, and Interactive are native from Android OS.

OUR-G-0.1, OUR-G-0.5 and OUR-G-0.9 referrers to our proposed method to save energy, executed in smartphone Xiaomi Redmi Note 4.

The approaches HS is from:<br>
@article{hshen2013,<br>
    author    = "H. Shen and Y. Tan and J. Lu and Q. Wu and Q. Qiu",<br>
    title     = "Achieving Autonomous Power Management Using Reinforcement Learning",<br>
    journal = "ACM Transactions on Design Automation of Electronic Systems (TODAES)",<br>
    volume = "18",<br>
    month = "",<br>
    number = "2",<br>
    year = "2013",<br>
    pages = "24-32"<br>
}

and ZT in from:<br>
@inproceedings{ztian2018,<br>
author = "Zhongyuan Tian and Zhe Wang and Haoran Li and Peng Yang and Rafael Kioji Vivas Maeda and Jiang Xu",<br>
title = "Multi-device collaborative management through knowledge sharing",<br>
booktitle = "Proc. 23rd Asia and South Pacific Design Automation Conference (ASP-DAC)",<br>
month = "" ,<br>
year = "2018",<br>
pages = "22-27"<br>
}

The energy.txt file contains the acquisition of voltage and current from smartphone fuel gauge.

The other files are self-explained.
DOI: 10.5281/zenodo.2532705
title: Benchmark results for Vellamo and AnTuTu from Google Play in Xiaomi Redmi Note 4

description: The dataset contains the print screens of the execution of following benchmark: Vellamo Browser, Vellamo Metal, Vellamo Multicore, and AnTuTu General. The benchmark was repeated until the smartphone reaches a battery level below 20%. For each benchmark, we recorded the numerical results for each microbenchmark. Each benchmark was evaluated using different approaches for CPU frequency scaling: Ondemand, Performance, Interactive, HS, ZT, OUR-G-0.1, OUR-G-0.5 and OUR-G-0.9.

Ondemand, Performance, and Interactive are native from Android OS.

OUR-G-0.1, OUR-G-0.5 and OUR-G-0.9 referrers to our proposed method to save energy, executed in smartphone Xiaomi Redmi Note 4.

The approaches HS is from:<br>
@article{hshen2013,<br>
    author    = "H. Shen and Y. Tan and J. Lu and Q. Wu and Q. Qiu",<br>
    title     = "Achieving Autonomous Power Management Using Reinforcement Learning",<br>
    journal = "ACM Transactions on Design Automation of Electronic Systems (TODAES)",<br>
    volume = "18",<br>
    month = "",<br>
    number = "2",<br>
    year = "2013",<br>
    pages = "24-32"<br>
}

and ZT in from:<br>
@inproceedings{ztian2018,<br>
author = "Zhongyuan Tian and Zhe Wang and Haoran Li and Peng Yang and Rafael Kioji Vivas Maeda and Jiang Xu",<br>
title = "Multi-device collaborative management through knowledge sharing",<br>
booktitle = "Proc. 23rd Asia and South Pacific Design Automation Conference (ASP-DAC)",<br>
month = "" ,<br>
year = "2018",<br>
pages = "22-27"<br>
}

The energy.txt file contains the acquisition of voltage and current from smartphone fuel gauge.

The other files are self-explained.
DOI: 10.17632/3bzjhw4vp4.2
title: Dataset: Effect of Gender on the Perception of Service Quality in School sector

description: Dataset article: Effect of Gender on the Perception of Service Quality
DOI: 10.17632/wy83pkrmsp.1
title: Data for: Ag-Catalyzed Selective Fluorination of 6-Substituted 2-Amionpyrazines

description: The revised files are submited here.
DOI: 10.5281/zenodo.2533279
title: Dataset supporting the paper:  "Identifying the Parametric Occurrence of Multiple Steady States for some Biological Networks"

description: Dataset supporting the paper:

Russell Bradford, James H. Davenport, Matthew England, Hassan Errami, Vladimir Gerdt, Dima Grigoriev, Charles Hoyt, Marek Košta, Ovidiu Radulescu, Thomas Sturm, and Andreas Weber.<br>
Identifying the Parametric Occurrence of Multiple Steady States for some Biological Networks.<br>
To appear in the Journal of Symbolic Computation.

We provide all the accompanying material for the main computations, split up into sections as presented in the paper.  For Sections 3 and 9 the computations are introduced by a plain text ReadMe.  For Sections 4 and 6 they are introduced by a Maple (also available ad pdf printout).
DOI: 10.5281/zenodo.2533280
title: Dataset supporting the paper:  "Identifying the Parametric Occurrence of Multiple Steady States for some Biological Networks"

description: Dataset supporting the paper:

Russell Bradford, James H. Davenport, Matthew England, Hassan Errami, Vladimir Gerdt, Dima Grigoriev, Charles Hoyt, Marek Košta, Ovidiu Radulescu, Thomas Sturm, and Andreas Weber.<br>
Identifying the Parametric Occurrence of Multiple Steady States for some Biological Networks.<br>
To appear in the Journal of Symbolic Computation.

We provide all the accompanying material for the main computations, split up into sections as presented in the paper.  For Sections 3 and 9 the computations are introduced by a plain text ReadMe.  For Sections 4 and 6 they are introduced by a Maple (also available ad pdf printout).
DOI: 10.17037/data.00000826
title: Clinical codelist - Alcohol codes

description: Read codes for alcohol use.
DOI: 10.17037/data.00000829
title: Clinical codelist - Asthma codes

description: Read codes for Asthma.
DOI: 10.17037/data.00000830
title: Therapy codelist - Revascularisation codes

description: Read codes for revascularistation.
DOI: 10.17037/data.00000831
title: Therapy codelist - Revascularisation codes

description: The International Statistical Classification of Diseases and Related Health Problems (ICD-10) codes for revascularisation.
DOI: 10.17037/data.00000832
title: Clinical codelist - Depression codes

description: Read codes for depression.
DOI: 10.17037/data.00000833
title: Therapy codelist - Eczema treatment codes

description: British National Formulary (BNF) codes for Eczema treatments
DOI: 10.17037/data.00000835
title: Clinical codelist - Hypertension codes

description: Read codes for hypertension
DOI: 10.17037/data.00000836
title: Clinical codelist - Smoking codes

description: Read codes for smoking use.
DOI: 10.17037/data.00000837
title: Clinical codelist - CVD outcome read codes

description: Read codes for cardiovascular disease (CVD) outcomes
DOI: 10.17037/data.00000838
title: Clinical codelist - CVD ICD-10 codes

description: International Classification of Diseases (ICD-10) codes for cardiovascular disease outcomes.
DOI: 10.17037/data.00000839
title: Clinical codelist - Eczema codes

description: ICD-10 codes for Eczema diagnoses.
DOI: 10.17037/data.00000840
title: Therapy codelist - Eczema treatment codes

description: Read codes for phototherapy.
DOI: 10.17037/data.00000841
title: Clinical codelist - Eczema codes

description: Read codes for Eczema diagnoses.
DOI: 10.17037/data.00000843
title: Clinical codelist - Heart failure codes

description: Read codes for heart failure.
DOI: 10.17632/3bzjhw4vp4.1
title: Dataset: Effect of Gender on the Perception of Service Quality in School sector

description: Dataset article: Effect of Gender on the Perception of Service Quality
DOI: 10.17037/data.00000827
title: Therapy codelist - drugs to treat alcoholism

description: British National Formulary (BNF) codes for drugs for alcoholism.
DOI: 10.17037/data.00000828
title: Clinical codelist - Anxiety codes

description: Read codes for anxiety.
DOI: 10.17037/data.00000834
title: Clinical codelist - Hyperlipidemia codes

description: Read codes for hyperlipidemia.
DOI: 10.17037/data.00000842
title: Clinical codelist - Ethnicity codes

description: Read codes for ethnicity codes.
DOI: 10.17632/cmxkh43546.1
title: Data for: Anthropogenic effects on tropical oceanic climate change and variability: An insight from the South China Sea over the past 2000 years

description: This data set includes annual resolution coral Sr/Ca, coral carbon and oxygen isotopes, sea surface temperature reconstructed from coral Sr/Ca and sea water oxygen isotope reconstructed from paired coral Sr/Ca and oxygen isotope.
DOI: 10.17632/gjb7d2yjws.1
title: Data for: Variations in U concentrations and isotope signatures in two Canadian lakes impacted by U mining: a combination of anthropogenic and biogeochemical processes.

description: Concentrations and isotope composition of uranium in porewater and sediment samples from Bow and Bentley Lakes, Ontario, Canada.
DOI: 10.17632/j3gjt5d8fy.1
title: Data for: In situ Raman Spectroscopic Study of Nitrogen Speciation in Aqueous Fluids under Pressure

description: Processed data
DOI: 10.17632/jy8svtm6nz.1
title: Data for: Tracing the palaeoredox conditions at Forsmark, Sweden, using uranium mineral geochronology

description: SIMS and LA-ICP-MS ratios and calculated ages for uraninite, partially coffinitized secondary uraninite, uranophane, and haiweeite. SIMS uncertainties reported in percent, to the 1 sigma-level, and LA-ICP-MS uncertainties reported as absolute, to the 2 sigma-level.
DOI: 10.17632/d9wr526srp.1
title: Data for: Experimental and numerical research of heat transfer and phase change characteristics of cemented paste backfill with PCM
DOI: 10.21227/6m1f-x628
title: Dominance Perception of Gaits

description: We provide a labeled dataset of gaits and their perceived dominance levels obtained using a perception user study. This dataset and the trained model can be used directly to classify dominance levels of new gaits.
DOI: 10.5063/f1445jrf
title: Turnip rape pollination data, Finland 2017

description: The dataset contains the numbers of flower visits by pollinators in turnip rape (Brassica rapa ssp. oleifera) fields (n=34) in Southern Finland, yield variables measured from open-pollinated plants and bagged control plants, as well as information on farming methods and surrounding landscape. The dataset represents the main data used in the paper by Toivonen et al. (2019) in Journal of Applied Ecology.
DOI: 10.17909/t9-6ty4-4f15
title: Data for RNAAS Wakeford et al 2019

description: The WFC3 G141 data associated with the analysis of 37 exoplanet transmission spectra from HST programs GO-11622, GO-12181,GO-12449, GO-12473, GO-12881,GO-12956,GO-13021, GO-13431,GO-13467,GO-13501,GO-14260, GO-14468,GO-14642, GO-14767, GO-14915
DOI: 10.5517/ccdc.csd.ccn9b7h
title: CCDC 604786: Experimental Crystal Structure Determination

description: Related Article: A. Banerji, S. Sengupta, T. Prangé, A. Neuman|2018|Ind.J.Heterocycl.Chem.|28|65|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.ccr4mcv
title: CCDC 689637: Experimental Crystal Structure Determination

description: Related Article: A. Banerji, S. Sengupta, T. Prangé, A. Neuman|2018|Ind.J.Heterocycl.Chem.|28|65|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.18112/openneuro.ds001168.v1.0.0
title: A high resolution 7-Tesla resting-state fMRI test-retest dataset with cognitive and physiological measures
DOI: 10.18112/openneuro.ds001168.v1.0.1
title: A high resolution 7-Tesla resting-state fMRI test-retest dataset with cognitive and physiological measures
DOI: 10.5281/zenodo.2533364
title: DAMP-1k: Digital Archive of Mobile Performances - Smule 100x10

description: Digital Archive of Mobile Performance DAMP-1k archive of Smule performances, 100 singers, 10 Performance each.

The dataset contains sung musical performances from the Smule app. Data files include audio.tgz with all the compressed audio files, and metadata.csv describing some metadata about each performance, including unique identifiers for each recording, song, and singer, as well as binary gender labels, region labels, and social "love" counts from the Smule app.

This archive is a subset of the DAMP-Multiple Songs archive hosted at https://ccrma.stanford.edu/damp/, which contains multiple performances from each of multiple singers, singing different songs, without much verification of the data. This subset has been reduced to a subset of 10 performances per singer, with cleaner recordings for each singer preselected.

Users of this dataset must read and accept Smule's Research Data License Agreement (LICENSE.txt).
DOI: 10.5281/zenodo.2530939
title: Inode sizes on NERSC's production file systems

description: This repository contains four SQLite databases containing the sizes of files, directories, and other inode types across four large parallel file systems in production at the National Energy Research Scientific Computing Center (NERSC) at Lawrence Berkeley National Laboratory.  The README.md file contains detailed documentation of the file systems represented and how these data were generated.
DOI: 10.5281/zenodo.2530940
title: Inode sizes on NERSC's production file systems

description: This repository contains four SQLite databases containing the sizes of files, directories, and other inode types across four large parallel file systems in production at the National Energy Research Scientific Computing Center (NERSC) at Lawrence Berkeley National Laboratory.  The README.md file contains detailed documentation of the file systems represented and how these data were generated.
DOI: 10.5281/zenodo.2533414
title: Radio frequency wave interactions with a plasma sheath: the role of wave and plasma sheath impedances

description: The accompanying files contain digital data for figures in the article "Radio frequency wave interactions with a plasma sheath: the role of wave and plasma sheath impedances" by J.R. Myra and H. Kohno, to be submitted to the journal Physics of Plasmas.

<br>
 Abstract:<br>
 RF sheaths form near surfaces where plasma and strong RF fields coexist. The effect of these RF sheaths on wave propagation near the boundary can be characterized by an effective sheath impedance that includes both resistive and capacitive contributions describing RF sheath rectification and RF power absorption in the sheath [J. R. Myra and D. A. D'Ippolito, Phys. Plasmas 22, 062507 (2015)].  Here we define a dimensionless parameter, the ratio of incoming wave impedance to the sheath impedance, which determines the characteristics of the interaction, ranging from quasi-conducting to quasi-insulating, or in the case of matched impedances, to a sheath-plasma resonance. A semi-analytical analysis is carried out for electrostatic slow waves in the ion cyclotron range of frequencies (ICRF). For the propagating slow wave case, where the incident wave is partially reflected, the fraction of power dissipated in the sheath is calculated.  For the evanescent slow wave case, which admits a sheath-plasma resonance, an amplification factor is calculated.  Using the impedance ratio approach, RF sheath interactions are characterized for a range of RF wave and plasma parameters including plasma density, magnetic field angle with respect to the surface, wave frequency and wave-vector components tangent to the surface. For a particularly interesting example case, results are compared with the rfSOL code [H. Kohno and J. R. Myra, Comput. Phys. Commun. 220, 129 (2017)]. Finally electromagnetic effects, absent from the semi-analytical analysis, are assessed.
description: This material is based upon work supported by the U.S. Department of Energy Office of Science, Office of Fusion Energy Sciences under Award Numbers DE-AC05-00OR22725 sub-contract 4000158507 and DE-FG02-97ER54392 and under JSPS KAKENHI Grant Number JP16K18336. This research used resources of the National Energy Research Scientific Computing Center, a DOE Office of Science User Facility supported by the Office of Science of the U.S. Department of Energy under Contract No. DE-AC02-05CH11231.
DOI: 10.5281/zenodo.2533415
title: Radio frequency wave interactions with a plasma sheath: the role of wave and plasma sheath impedances

description: The accompanying files contain digital data for figures in the article "Radio frequency wave interactions with a plasma sheath: the role of wave and plasma sheath impedances" by J.R. Myra and H. Kohno, to be submitted to the journal Physics of Plasmas.

<br>
 Abstract:<br>
 RF sheaths form near surfaces where plasma and strong RF fields coexist. The effect of these RF sheaths on wave propagation near the boundary can be characterized by an effective sheath impedance that includes both resistive and capacitive contributions describing RF sheath rectification and RF power absorption in the sheath [J. R. Myra and D. A. D'Ippolito, Phys. Plasmas 22, 062507 (2015)].  Here we define a dimensionless parameter, the ratio of incoming wave impedance to the sheath impedance, which determines the characteristics of the interaction, ranging from quasi-conducting to quasi-insulating, or in the case of matched impedances, to a sheath-plasma resonance. A semi-analytical analysis is carried out for electrostatic slow waves in the ion cyclotron range of frequencies (ICRF). For the propagating slow wave case, where the incident wave is partially reflected, the fraction of power dissipated in the sheath is calculated.  For the evanescent slow wave case, which admits a sheath-plasma resonance, an amplification factor is calculated.  Using the impedance ratio approach, RF sheath interactions are characterized for a range of RF wave and plasma parameters including plasma density, magnetic field angle with respect to the surface, wave frequency and wave-vector components tangent to the surface. For a particularly interesting example case, results are compared with the rfSOL code [H. Kohno and J. R. Myra, Comput. Phys. Commun. 220, 129 (2017)]. Finally electromagnetic effects, absent from the semi-analytical analysis, are assessed.
description: This material is based upon work supported by the U.S. Department of Energy Office of Science, Office of Fusion Energy Sciences under Award Numbers DE-AC05-00OR22725 sub-contract 4000158507 and DE-FG02-97ER54392 and under JSPS KAKENHI Grant Number JP16K18336. This research used resources of the National Energy Research Scientific Computing Center, a DOE Office of Science User Facility supported by the Office of Science of the U.S. Department of Energy under Contract No. DE-AC02-05CH11231.
DOI: 10.5281/zenodo.2533417
title: DAMP-VP1k: Digital Archive of Mobile Performances - Smule 100x10

description: Digital Archive of Mobile Performance DAMP-1k archive of Smule performances, 100 singers, 10 Performance each.

The dataset contains sung musical performances from the Smule app. Data files include audio.tgz with all the compressed audio files, and metadata.csv describing some metadata about each performance, including unique identifiers for each recording, song, and singer, as well as binary gender labels, region labels, and social "love" counts from the Smule app.

This archive is a subset of the DAMP-Multiple Songs archive hosted at https://ccrma.stanford.edu/damp/, which contains multiple performances from each of multiple singers, singing different songs, without much verification of the data. This subset has been reduced to a subset of 10 performances per singer, with cleaner recordings for each singer preselected.

Users of this dataset must read and accept Smule's Research Data License Agreement (LICENSE.txt).
DOI: 10.5517/ccdc.csd.cc20b2yd
title: CCDC 1856743: Experimental Crystal Structure Determination

description: Related Article: Shuzhi Hu, Jie Zhang, Yining He, Zhenqiang Chen, Zhiyong Fu|2019|Cryst.Growth Des.|19|543|doi:10.1021/acs.cgd.8b01614
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc20ngz4
title: CCDC 1866726: Experimental Crystal Structure Determination

description: Related Article: Xiaoqiang Huang, Qi Zhang, Jiahui Lin, Klaus Harms, Eric Meggers |2018|Nat. Catal.|2|34|doi:10.1038/s41929-018-0198-y
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/mgcnz89rwk.1
title: Data for: The adsorption performance of tetracyclines on magnetic graphene oxide: A novel antibiotics absorbent

description: counting process