cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/e97b7fe168dfe75985f8c1a93d7c6e0e
title: Updated and moved to http://dx.doi.org/10.6073/pasta/8b81b5b0cf936c8b2bb173adab506fd7 Alkalinity for Oksrukuyik Creek near Toolik Field Station, Alaska 1992, 1994, 2011-2012.

description: Samples for alkalinity anaysis were collected from designated stations in the Oksrukuyik were collected during select summers from 1992 to current time. These summers are 1992, 1994, 2011 and 2012. Phosphorus addition has occurred in the Oskrukuyik from 1991 to 1996; station sites are relative distance from the original 1991 dripper. Phosphoric acid was added to the stream to increase soluble reactive phosphorus by 0.32 uM. From 1993 to 1996, Ammonium Sulfate was added along with the Phosphoric Acid. This addition of Ammonium Sulfate was added to the stream to increase N by 7.1 uM. From 1997 to present, the historic fertilized reach has been in recovery. Alkalinity was analyzed in the Oksrukuyik Creek in 1992, 1994, and 2011 to present.
DOI: 10.6073/pasta/282ecfd2c9b513451eb7ee1e478982d6
title: Updated and moved to http://dx.doi.org/10.6073/pasta/8b81b5b0cf936c8b2bb173adab506fd7 Benthic particulate carbon, nitrogen and phosphorus data from the Oksrukuyik Creek, near Toolik Field Station, Alaska, summers from 1994 to present.

description: Benthic samples were analyzed for particulate carbon, nitrogen, and phosphorus. Samples from designated stations from the Oksrukuyik Creek were collected during each summer from 1994 to current time.
DOI: 10.6073/pasta/3af5d230ee2558c3d1b0b31898b396ea
title: Updated and moved to http://dx.doi.org/10.6073/pasta/8b81b5b0cf936c8b2bb173adab506fd7 Dissolved Organic Carbon for Oksrukuyik Creek during the summer 2007-2012.

description: Samples from designated stations from the Oksrukuyik were collected during each summer from 1989 to current time. Phosphorus addition has occurred from 1991 to 1996; station sites are relative distance from the original 1991 dripper. Phosphoric acid was added to the stream to increase soluble reactive phosphorus by 0.32 uM. From 1993 to 1996, Ammonium Sulfate was added along with the Phosphoric Acid. This addition of Ammonium Sulfate was added to the stream to increase N by 7.1 uM. From 1997 to present, the historic fertilized reach has been in recovery. Dissolved Organic Carbon has been analyzed on the Oksrukuyik Creek since 2007.
DOI: 10.6073/pasta/a8647260b9dbfbf2da7d017a9f2a13fd
title: Updated and moved to http://dx.doi.org/10.6073/pasta/8b81b5b0cf936c8b2bb173adab506fd7 Epilithic and sestonic chlorophyll a for Oksrukuyik Creek during the summer from 1990 through 2012

description: Sestonic and epilithic chlorophyll a for the Oksrukuyik Creek during the summers of 1990 - current. Water was filtered for sestonic chlorophyll and rocks from designated locations on the Oksrukuyik Creek were scrubbed for epilithic algae approximately three times during summer, once in each June, July, and August. Phosphorus, in the form of phosphoric acid, and nitrogen, in the form of ammonium sulfate were added to the river 1991-1996 to raise SRP by 0.32 uM and N by 7.1 uM, respectively. Sampling stations were in the fertilized reach 1990-1996, in a recovery reach 1997-1999 and in the reference reach of the stream all years. Chlorophyll a was analyzed for the Oksrukuyik Creek since 1990.
DOI: 10.6078/m7x928d9
title: Visualizing Votive Practice: Exploring Limestone and Terracotta Sculpture from Athienou-Malloura through 3D Models
DOI: 10.5063/f1d798p8
title: Lakes of Alaska with subsetting by watershed and SASAP region

description: Lakes of Alaska were analyzed by watershed and region of Alaska for the State of Alaska Salmon and People (SASAP) project. 188 watersheds and thirteen regions were assessed for number of intersecting lakes, area covered by lakes, and other lakes statistics as described in "Lake_Polygons.ipynb" in this package. Lakes data is based on the River Analysis Project (RAP) dataset as outlined in "A Riverscape Analysis Tool Developed to Assist Wild Salmon Conservation Across the North Pacific Rim" by Whited, D. C., J. S. Kimball, J. A. Lucotch, N. K. Maumenee, H. Wu, S. D. Chilcote, and J. A. Stanford (2012). Lakes polygons in the RAP dataset were provided directly by the authors (Waterbody_AK_RAP.zip) and are based on 1990s-era Landsat 4 and 5 satellite data, with methodology outlined in the publication above. More information on RAP can be found here: http://www.ntsg.umt.edu/rap/default.php. Regions are determined by the SASAP project and watersheds are based on HUC8 definitions from the International Joint Commission and sub-sub-drainages from the Canadian National Hydro Network.
DOI: 10.5287/bodleian:pvrrye7kk
title: Prospective gating with automated reacquisition for efficient steady state MRI
DOI: 10.6073/pasta/063d4ae5f545518ddde885ec10631d96
title: Updated and moved to http://dx.doi.org/10.6073/pasta/8b81b5b0cf936c8b2bb173adab506fd7 NH4 on Oksrukuyik Creek near Toolik Field Station, Alaska 1989-2012

description: Ammonium Samples were collected and analyzed from designated stations from the Oksrukuyik were collected during each summer from 1989 to current time. Phosphorus addition has occurred from 1991 to 1996; station sites are relative distance from the original 1991 dripper. Phosphoric acid was added to the stream to increase soluble reactive phosphorus by 0.32 uM. From 1993 to 1996, Ammonium Sulfate was added along with the Phosphoric Acid. This addition of Ammonium Sulfate was added to the stream to increase N by 7.1 uM. From 1997 to present, the historic fertilized reach has been in recovery.
DOI: 10.6073/pasta/ddf5463722925b259feec44b0053c07a
title: Updated and moved to http://dx.doi.org/10.6073/pasta/8b81b5b0cf936c8b2bb173adab506fd7 Total Dissolved Nitrogen data from the Oksrukuyik Creek near Toolik Field Station, Select years from 1995 to 2012

description: Samples were collected for Total Dissolved Nitrogen (TDN) from 1995 to present at designated stations on the Oksrukuyik River on the North Slope of Alaska. Phosphorus addition occurred on the Oksrukuyik River from 1991 to 1996; station sites are relative distance from the original 1991 dripper. Phosphoric acid was added to the stream to increase soluble reactive phosphorus by 0.32 uM. From 1993 to 1996, ammonium sulfate was added along with the phosphoric acid. This addition of ammonium sulfate was added to the stream to increase N by 7.1 uM. From 1997 to present, the historic fertilized reach has been in recovery. Samples have been analyzed for total dissolved nitrogen on the Oksrukuyik Creek since 1995 and this file includes data from 1995-1997, 2000, 2003-2005 and 2007-present. Data is not available for other years.
DOI: 10.5286/isis.e.rb1870040-1
title: 1870040
DOI: 10.5281/zenodo.2558462
title: Experimental Data on PM-16QAM Long-Haul Transmission (after DSP)

description: This data set contains received signal data collected from an experimental campaign with multi-subcarrier PM-16QAM signals transmitted over long-haul distances. The aggregate symbol-rate of each PM-16QAM signal is 24 GBaud, with 31 channels being transmitted in a 28 GHz grid. Propagation is performed over PSCF fiber spans with 108.25 km per span. Long-haul transmission is achieved by using a recirculating loop composed of 4 spans of fiber and inline EDFA-only amplification. For further details on the experimental setup, please refer to the following open-access publication:<br>
https://doi.org/10.1364/OE.25.004298

<br>
This data set comprises received optical signals after received-side digital signal processing for the following range of parameters:<br>
    1, 2, 4, 6, 8 and 12 subcarriers<br>
    4 to 7 recirculations;<br>
    -1 dBm, -0.5 dBm, 0 dBm, 0.5 dBm, 1 dBm and 2 dBm launched power;<br>
    3 independent aquisitions (trials)

<br>
The file names of the received signals follow the convention:

Srx_&lt;nSC&gt;SCs_&lt;Ptx&gt;dBm_&lt;nRec&gt;recs_trial&lt;trialNum&gt;_&lt;string&gt;.mat

where &lt;nSC&gt; is the number of subcarriers, &lt;Ptx&gt; is the launched power, &lt;nRec&gt; is the number of recirculations, &lt;trialNum&gt; is the trial number and &lt;string&gt; indicates the type of signal, which can be one of the following:<br>
    &lt;beforeCPE&gt;: signal before fine tuned carrier-phase estimation (after 8x8/4x4 MIMO equalizer);<br>
    &lt;afterCPE&gt;: signal after a fine tuned (optimized window) maximum likelihood carrier-phase estimation (decision-directed);<br>
    &lt;afterCPE-DA&gt;: signal after a data-aided carrier-phase estimation that maximizes the circularity of the 16QAM points (ideal phase estimation). <br>
    <br>
Besides these received signals, the dataset also comprises the reference transmitted signal for each number of subcarriers, following the naming convention:

Stx_&lt;nSC&gt;SCs.mat

<br>
Finally, inside the sub-directory "results", a .mat file with BER results (measured after QAM demapping and comparison with the transmitted signal) for each data file is provided, following the naming convention:

&lt;nSC&gt;SCs_&lt;Ptx&gt;dBm_&lt;nRec&gt;recs_trial&lt;trialNum&gt;_&lt;stringCPE&gt;

where &lt;stringCPE&gt; can be one of the following:<br>
    &lt;CPE-DA&gt;: corresponding to the results obtained with a data-aided CPE (ideal phase estimation)<br>
    &lt;CPE-DD&gt;: corresponding to the results obtained with a decision-directed CPE with optimized window size<br>
  

 

 <br>
Edit 2019/03/01:

new data corresponding to the 8 SCs scenario has been added, considering different number of V&V CPE taps (201, 501, 751 and 1001).
DOI: 10.5281/zenodo.2558463
title: Experimental Data on PM-16QAM Long-Haul Transmission (after DSP)

description: This data set contains received signal data collected from an experimental campaign with multi-subcarrier PM-16QAM signals transmitted over long-haul distances. The aggregate symbol-rate of each PM-16QAM signal is 24 GBaud, with 31 channels being transmitted in a 28 GHz grid. Propagation is performed over PSCF fiber spans with 108.25 km per span. Long-haul transmission is achieved by using a recirculating loop composed of 4 spans of fiber and inline EDFA-only amplification. For further details on the experimental setup, please refer to the following open-access publication:<br>
https://doi.org/10.1364/OE.25.004298

<br>
This data set comprises received optical signals after received-side digital signal processing for the following range of parameters:<br>
    1, 2, 4, 6, 8 and 12 subcarriers<br>
    4 to 7 recirculations;<br>
    -1 dBm, -0.5 dBm, 0 dBm, 0.5 dBm, 1 dBm and 2 dBm launched power;<br>
    3 independent aquisitions (trials)

<br>
The file names of the received signals follow the convention:

Srx_&lt;nSC&gt;SCs_&lt;Ptx&gt;dBm_&lt;nRec&gt;recs_trial&lt;trialNum&gt;_&lt;string&gt;.mat

where &lt;nSC&gt; is the number of subcarriers, &lt;Ptx&gt; is the launched power, &lt;nRec&gt; is the number of recirculations, &lt;trialNum&gt; is the trial number and &lt;string&gt; indicates the type of signal, which can be one of the following:<br>
    &lt;beforeCPE&gt;: signal before fine tuned carrier-phase estimation (after 8x8/4x4 MIMO equalizer);<br>
    &lt;afterCPE&gt;: signal after a fine tuned (optimized window) maximum likelihood carrier-phase estimation (decision-directed);<br>
    &lt;afterCPE-DA&gt;: signal after a data-aided carrier-phase estimation that maximizes the circularity of the 16QAM points (ideal phase estimation). <br>
    <br>
Besides these received signals, the dataset also comprises the reference transmitted signal for each number of subcarriers, following the naming convention:

Stx_&lt;nSC&gt;SCs.mat

<br>
Finally, inside the sub-directory "results", a .mat file with BER results (measured after QAM demapping and comparison with the transmitted signal) for each data file is provided, following the naming convention:

&lt;nSC&gt;SCs_&lt;Ptx&gt;dBm_&lt;nRec&gt;recs_trial&lt;trialNum&gt;_&lt;stringCPE&gt;

where &lt;stringCPE&gt; can be one of the following:<br>
    &lt;CPE-DA&gt;: corresponding to the results obtained with a data-aided CPE (ideal phase estimation)<br>
    &lt;CPE-DD&gt;: corresponding to the results obtained with a decision-directed CPE with optimized window size<br>
    <br>
DOI: 10.5286/isis.e.rb1910486-1
title: 1910486
DOI: 10.5281/zenodo.2558432
title: Dataset for "Who Let The Trolls Out? Towards Understanding State-Sponsored Trolls"

description: This is the dataset used for the study "Who Let The Trolls Out? Towards Understanding State-Sponsored Trolls". Savvas Zannettou, Tristan Caulfield, William Setzer, Michael Sirivianos, Gianluca Stringhini, Jeremy Blackburn. Arxiv, 2019. DOI: 10.5281/zenodo.2558560 The dataset consists of the data released by Twitter on October 2018 for Russian and Iranian state-sponsored troll accounts, which is available at https://about.twitter.com/en_us/values/elections-integrity.html#data as well as intermediate data that we generated after processing the raw data.<br> For instance, we include trained Word2Vec and LDA models, the output of our influence estimation experiments via Hawkes Processes, and a lot of other data necessary to reproduce the results in the paper.<br> To use the provided data simply download the compressed file from &lt;URL&gt; and make sure that the uncompressed <code>data</code> folder is in the same directory as the IPython Notebook. The code used for this study can be found here: https://github.com/zsavvas/trolls_analysis Please cite our paper if any publication, of any form and kind results of you using this data: <pre>@article{zannettou2018let, title={Who let the trolls out? towards understanding state-sponsored trolls}, author={Zannettou, Savvas and Caulfield, Tristan and Setzer, William and Sirivianos, Michael and Stringhini, Gianluca and Blackburn, Jeremy}, journal={arXiv preprint arXiv:1811.03130}, year={2018} }</pre>
DOI: 10.5281/zenodo.2558433
title: Dataset for "Who Let The Trolls Out? Towards Understanding State-Sponsored Trolls"

description: This is the dataset used for the study "Who Let The Trolls Out? Towards Understanding State-Sponsored Trolls". Savvas Zannettou, Tristan Caulfield, William Setzer, Michael Sirivianos, Gianluca Stringhini, Jeremy Blackburn. Arxiv, 2019. DOI: 10.5281/zenodo.2558560 The dataset consists of the data released by Twitter on October 2018 for Russian and Iranian state-sponsored troll accounts, which is available at https://about.twitter.com/en_us/values/elections-integrity.html#data as well as intermediate data that we generated after processing the raw data.<br> For instance, we include trained Word2Vec and LDA models, the output of our influence estimation experiments via Hawkes Processes, and a lot of other data necessary to reproduce the results in the paper.<br> To use the provided data simply download the compressed file from &lt;URL&gt; and make sure that the uncompressed <code>data</code> folder is in the same directory as the IPython Notebook. The code used for this study can be found here: https://github.com/zsavvas/trolls_analysis Please cite our paper if any publication, of any form and kind results of you using this data: <pre>@article{zannettou2018let, title={Who let the trolls out? towards understanding state-sponsored trolls}, author={Zannettou, Savvas and Caulfield, Tristan and Setzer, William and Sirivianos, Michael and Stringhini, Gianluca and Blackburn, Jeremy}, journal={arXiv preprint arXiv:1811.03130}, year={2018} }</pre>
DOI: 10.5281/zenodo.2559303
title: Sample SPCAM dataset

description: Sample SPCAM dataset for xarray/pangeo tests.
DOI: 10.5281/zenodo.2559513
title: Seasonal variation of mortality, detectability and body condition in a population of the adder (Vipera berus)

description: Raw data used in paper by Dirk Bauwens & Katja Claus. 2019. Seasonal variation of mortality, detectability and body condition in a population of the adder (<em>Vipera berus</em>). Ecology and Evolution 9:5821–5834. DOI: 10.1002/ece3.5166     

CH_data_Season_males.INP

A text file with extension .INP for input in the program MARK (White & Burnham, 1999; Cooch & White, 2015), containing the capture-recapture histories of individual adult male adders (n = 1146). Each 52-digit string contains a 1-digit score (1/0 ; captured / not captured) per season (1-4) and year of study (2005 – 2017).

CH_data_Season_females.INP

A text file with extension .INP for input in the program MARK (White & Burnham, 1999; Cooch & White, 2015), containing the capture-recapture histories, including breeding status of individual adult female adders (n = 832). Each 39-digit string contains a 1-digit score (B/N/0 ; Breeding / Non-breeding / not captured) per season (1-3) and year of study (2005 – 2017).
DOI: 10.5281/zenodo.2559514
title: Seasonal variation of mortality, detectability and body condition in a population of the adder (Vipera berus)

description: Raw data used in paper by Dirk Bauwens & Katja Claus. 2019. Seasonal variation of mortality, detectability and body condition in a population of the adder (<em>Vipera berus</em>). Ecology and Evolution 9:5821–5834. DOI: 10.1002/ece3.5166     

CH_data_Season_males.INP

A text file with extension .INP for input in the program MARK (White & Burnham, 1999; Cooch & White, 2015), containing the capture-recapture histories of individual adult male adders (n = 1146). Each 52-digit string contains a 1-digit score (1/0 ; captured / not captured) per season (1-4) and year of study (2005 – 2017).

CH_data_Season_females.INP

A text file with extension .INP for input in the program MARK (White & Burnham, 1999; Cooch & White, 2015), containing the capture-recapture histories, including breeding status of individual adult female adders (n = 832). Each 39-digit string contains a 1-digit score (B/N/0 ; Breeding / Non-breeding / not captured) per season (1-3) and year of study (2005 – 2017).
DOI: 10.5281/zenodo.2559260
title: Dynamics of Phase Separation from Holography

description: We use holography to develop a physical picture of the real-time evolution of the spinodal instability of a four-dimensional, strongly-coupled gauge theory with a first-order thermal phase transition. The implemented planar symmetry on the gravity side reduces the dynamics to $1+1$ dimensions in the gauge theory. In this dataset, we publish the boundary data of several simulations each in its respective archive. The simulations are all for the same theory as the first evolution of the inhomogeneous triple peak solution published in <strong>arXiv:1703.02948</strong>. They differ in their initial state (initial<strong><em> </em></strong>homogeneous energy density or initial excitation) and longitudinal extent, but are all on a circle in that longitudinal direction due to the periodic boundary condition. Most evolution finish in the preferred universal final state with a single phase separated domain. Their detailed physical analysis can be found in the upcoming paper arXiv:1902.XXXXX. 000_Readme.txt provides a quick explanation on the content of each archive. We also provide an optional Mathematica script to plot properties of the stress tensor.
DOI: 10.5281/zenodo.2559313
title: Sample SPCAM dataset

description: Sample SPCAM dataset for xarray/pangeo tests.
DOI: 10.17632/fmtyf9dsgm.1
title: Data for: Does limiting pre-movement time during practice eliminate the benefit of practicing while expecting to teach?

description: The raw data is available
DOI: 10.5281/zenodo.2554755
title: Gene expression for suboptimal mycorrhizal colonization in wild-type and jasmonic acid deficient spr2 tomato mutants

description: <pre>Data were obtained from mycorrhizhal colonized roots of wild-type and and spr2 mutants tomato plants, at 32 and 45 days after mycorrhizhal inoculation. Amplifications were performed using SYBR Green detection chemistry and run in triplicate in 96-well reaction plates with the CFX96 Touch Real-Time PCR Detection System (Bio-Rad, Hercules, CA, USA). The data was analyzed by the delta delta ct method. </pre>
DOI: 10.5281/zenodo.2555701
title: Dataset used in manuscript: "Monolayer and thin h–BN as substrates for electron spectro-microscopy analysis of plasmonic nanoparticles "

description: This file contains raw data for the manuscript:<br>
"Monolayer and thin h–BN as substrates for electron spectro-microscopy analysis of plasmonic nanoparticles"<br>
Tizei LHG et al, Applied Physics Letters 113, 231108 (2018).

The data is electron energy loss spectroscopy (EELS) hyperspectral images of gold nanotriangles on different substrates.

Data can be opened and manipulated using Hyperspy (www.hyperspy.org), Numpy and Matploplib libraries available in Python 3. The file formats used were HSPY (based HDF5 open standard) and MSA.

Each folder contains the following data for all the triangles used in the manuscript:

1) One annular dark field image of the triangle in HSPY format;<br>
2) One spectrum image aligned (the zero-loss speak is set to 0 eV) in HSPY format;<br>
3) Three spectra, one for each tip, already after deconvolution (20 steps using a home-made script in Digital Micrograph) in MSA format;<br>
4) The zero-loss spectrum used for the deconvolution of the data in MSA format;

The file names have a specific format to facilite scripting:

1) finishes with "Calibrated.hspy";<br>
2) finishes with "aligned.hspy";<br>
3) finishes with "TipX.msa" where X is 1, 2 or 3;<br>
4) finishes with "Summed.msa";

Data acquisition parameters are described in the manuscript: Tizei LHG et al APL 113, 231108 (2018).
description: This work was partially funded by National Agency for Research under the program of future investment TEMPOS CHROMATEM with the reference ANR-10-EQPX-50, Alexander von Humboldt Foundation through a Feodor Lynen Fellowship and MEXT,Japan, and the CREST (JPMJCR15F3), JST
DOI: 10.5281/zenodo.2555700
title: Dataset used in manuscript: "Monolayer and thin h–BN as substrates for electron spectro-microscopy analysis of plasmonic nanoparticles "

description: This file contains raw data for the manuscript:<br>
"Monolayer and thin h–BN as substrates for electron spectro-microscopy analysis of plasmonic nanoparticles"<br>
Tizei LHG et al, Applied Physics Letters 113, 231108 (2018).

The data is electron energy loss spectroscopy (EELS) hyperspectral images of gold nanotriangles on different substrates.

Data can be opened and manipulated using Hyperspy (www.hyperspy.org), Numpy and Matploplib libraries available in Python 3. The file formats used were HSPY (based HDF5 open standard) and MSA.

Each folder contains the following data for all the triangles used in the manuscript:

1) One annular dark field image of the triangle in HSPY format;<br>
2) One spectrum image aligned (the zero-loss speak is set to 0 eV) in HSPY format;<br>
3) Three spectra, one for each tip, already after deconvolution (20 steps using a home-made script in Digital Micrograph) in MSA format;<br>
4) The zero-loss spectrum used for the deconvolution of the data in MSA format;

The file names have a specific format to facilite scripting:

1) finishes with "Calibrated.hspy";<br>
2) finishes with "aligned.hspy";<br>
3) finishes with "TipX.msa" where X is 1, 2 or 3;<br>
4) finishes with "Summed.msa";

Data acquisition parameters are described in the manuscript: Tizei LHG et al APL 113, 231108 (2018).
description: This work was partially funded by National Agency for Research under the program of future investment TEMPOS CHROMATEM with the reference ANR-10-EQPX-50, Alexander von Humboldt Foundation through a Feodor Lynen Fellowship and MEXT,Japan, and the CREST (JPMJCR15F3), JST
DOI: 10.5439/1493578
title: ARM: XSAPRCFRSEC

description: xsapr
DOI: 10.5517/ccdc.csd.cc20bfc5
title: CCDC 1857066: Experimental Crystal Structure Determination

description: Related Article: Hitoshi Kumagai, Satoshi Kawata, Hideyuki Nakano|2019|Inorg.Chem.|58|2379|doi:10.1021/acs.inorgchem.8b02768
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.