cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc215qzy
title: CCDC 1882350: Experimental Crystal Structure Determination

description: Related Article: Muhammad Farooq Ibad, Axel Schulz, Alexander Villinger|2019|Organometallics|38|1445|doi:10.1021/acs.organomet.8b00873
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: 10.25345/c5sd0s
title: MassIVE MSV000083525 - Centella fractions complete Centella fractions complete Centella fractions complete
title: Centella fractions complete Centella fractions complete Centella fractions complete Centella fractions complete Centella fractions complete Centella fractions complete
DOI: 10.5281/zenodo.2583684
title: Monitoring of the Vistula estuary into the Baltic Sea using Sentinel-2 data

description: Senitnel-2 data and dedicated presentations were used during the Daily Animation. The aim of the exercise was to familiarize the participants with the structure of Senitnel-2 data and creating RGB compositions in SNAP and QGIS software.

Links to the presentation:

http://fabspace.pl/wp-content/uploads/2017/11/RGB-w-QGIS.pdf

http://fabspace.pl/wp-content/uploads/2017/11/RGB-w-SNAP.pdf
DOI: 10.5281/zenodo.2583683
title: Monitoring of the Vistula estuary into the Baltic Sea using Sentinel-2 data

description: Senitnel-2 data and dedicated presentations were used during the Daily Animation. The aim of the exercise was to familiarize the participants with the structure of Senitnel-2 data and creating RGB compositions in SNAP and QGIS software.

Links to the presentation:

http://fabspace.pl/wp-content/uploads/2017/11/RGB-w-QGIS.pdf

http://fabspace.pl/wp-content/uploads/2017/11/RGB-w-SNAP.pdf
DOI: 10.5281/zenodo.2583782
title: Dataset - Nutrients and biomass dynamics in photo-sequencing batch reactors treating wastewater with high nutrients loadings

description: The data set attached consists of one excel file where the data from the article “<strong>Nutrients and biomass dynamics in photo-sequencing batch reactors treating wastewater with high nutrients loadings”</strong>, published in Ecological Engineering (vol. 119, 15<sup>th</sup> August 2018, 35-44.), can be found, as well as the different equations and formulae that were used to obtain the published results.
DOI: 10.5281/zenodo.2583783
title: Dataset - Nutrients and biomass dynamics in photo-sequencing batch reactors treating wastewater with high nutrients loadings

description: The data set attached consists of one excel file where the data from the article “<strong>Nutrients and biomass dynamics in photo-sequencing batch reactors treating wastewater with high nutrients loadings”</strong>, published in Ecological Engineering (vol. 119, 15<sup>th</sup> August 2018, 35-44.), can be found, as well as the different equations and formulae that were used to obtain the published results.
DOI: 10.5281/zenodo.2583836
title: Large scale experiments for an alternative erosion control measure using sand-filled geosystems. Data set produced at the CIEM flume, Hydralab+

description: Sand-filled geosystems have the potential to mimic aspects of natural and nature-based features that can enhance the resilience of coastal areas challenged by climate, with additional (structural) reinforcement.

Knowledge gaps can be identified. For instance, (i) the sediment transport mechanisms around the geosystem; (ii) the amount of erosion in the leeside when the system is overtopped; (iii) quantitative contribution the geosystem for the wave overtopping reduction; and (iv) failure mechanisms of the geosystem under extreme conditions. Specific tests are proposed in order to fill the defined knowledge gap and answer the following research questions:


	How do nearshore coastal processes (wave transformation, sediment transport) and wave structure interactions during extreme events differ from those during more usual big storm conditions for situations with and without the geosystem?
	How do feedbacks between the hydrodynamics and morphology of natural and nature-based features affect flooding, erosion, and recovery of coastal areas when<br>
	erosion is limited by the 'geosystem'?
	How to conceive a dynamic coastal protection that can easily adapt to climate change in areas experiencing coastal squeeze (i.e. dense urban environment and human infrastructure with sea encroaching land) and vulnerable to coastal erosion and flooding risks?


The set of experiments, done at the large wave Flume (CIEM) in Barcelona, are here described in order to answer the previous questions. These experiments started on October 2018 and ended at the end of November 2018. These tests include different configurations: an initial benchmark tests in order to test the wave conditions were no geosystem protection is used, a second layout with a geotube used as a geosystem protection and finally a third layout were geobags are used as a protection.
DOI: 10.5281/zenodo.2583835
title: Large scale experiments for an alternative erosion control measure using sand-filled geosystems. Data set produced at the CIEM flume, Hydralab+

description: Sand-filled geosystems have the potential to mimic aspects of natural and nature-based features that can enhance the resilience of coastal areas challenged by climate, with additional (structural) reinforcement.

Knowledge gaps can be identified. For instance, (i) the sediment transport mechanisms around the geosystem; (ii) the amount of erosion in the leeside when the system is overtopped; (iii) quantitative contribution the geosystem for the wave overtopping reduction; and (iv) failure mechanisms of the geosystem under extreme conditions. Specific tests are proposed in order to fill the defined knowledge gap and answer the following research questions:


	How do nearshore coastal processes (wave transformation, sediment transport) and wave structure interactions during extreme events differ from those during more usual big storm conditions for situations with and without the geosystem?
	How do feedbacks between the hydrodynamics and morphology of natural and nature-based features affect flooding, erosion, and recovery of coastal areas when<br>
	erosion is limited by the 'geosystem'?
	How to conceive a dynamic coastal protection that can easily adapt to climate change in areas experiencing coastal squeeze (i.e. dense urban environment and human infrastructure with sea encroaching land) and vulnerable to coastal erosion and flooding risks?


The set of experiments, done at the large wave Flume (CIEM) in Barcelona, are here described in order to answer the previous questions. These experiments started on October 2018 and ended at the end of November 2018. These tests include different configurations: an initial benchmark tests in order to test the wave conditions were no geosystem protection is used, a second layout with a geotube used as a geosystem protection and finally a third layout were geobags are used as a protection.
DOI: 10.5281/zenodo.2583865
title: Historical Newspapers Ground Truth

description: This dataset contains 50 pages of ground truth data for digitized historical newspapers from the Berlin State Library for training and evaluation of OCR/OLR systems as produced in the context of the EU ICT-PSP project Europeana Newspapers (http://www.europeana-newspapers.eu/).

The dataset comprises of the following resources:


	<strong>gt_page.zip </strong>Ground Truth files in PAGE-XML format (cf. https://github.com/PRImA-Research-Lab/PAGE-XML)
	<strong>img_full.zip </strong>Full resolution scanned images in TIF format
	<strong>img_bin.zip</strong> Binarized (using the Gatos method) images in TIF format
	<strong>ocr_full.zip</strong> OCR (FineReaderEngine11) results for full resolution images
	<strong>ocr_bin.zip</strong> OCR (FineReaderEngine11) results for binarized images
DOI: 10.5281/zenodo.2583866
title: Historical Newspapers Ground Truth

description: This dataset contains 50 pages of ground truth data for digitized historical newspapers from the Berlin State Library for training and evaluation of OCR/OLR systems as produced in the context of the EU ICT-PSP project Europeana Newspapers (http://www.europeana-newspapers.eu/).

The dataset comprises of the following resources:


	<strong>gt_page.zip </strong>Ground Truth files in PAGE-XML format (cf. https://github.com/PRImA-Research-Lab/PAGE-XML)
	<strong>img_full.zip </strong>Full resolution scanned images in TIF format
	<strong>img_bin.zip</strong> Binarized (using the Gatos method) images in TIF format
	<strong>ocr_full.zip</strong> OCR (FineReaderEngine11) results for full resolution images
	<strong>ocr_bin.zip</strong> OCR (FineReaderEngine11) results for binarized images
DOI: 10.5523/bris.3epws48ek1oyb217so2fzwr3cv
title: PSCI 2013 Extended Update

description: **This dataset supersedes the previously published version at https://doi.org/10.5523/bris.17856rwmxv3pb19ywtm4ejzm2q**

Extended data set for the study reported in Lewandowsky, S., Oberauer, K., & Gignac, G. E. (2013). NASA faked the moon landing—therefore (climate) science is a hoax: An anatomy of the motivated rejection of science. Psychological Science, 24, 622-633. (DOI: 10.1177/0956797612457686).
DOI: 10.17632/kj32xvjh52.1
title: Data for: Novel Dental Resin Composites containing LiAl-F Layered Double Hydroxide (LDH) Filler: Fluoride Release/Recharge, Mechanical Properties, Color Change, and Cytotoxicity

description: The production and identification detail of LDH fluoridization. This raw data includes 1) SEM micrographs of raw and ball-milled LDH-CO3, 2)ion-exchanging rate of anions fluoride (F-) and carbonate group (CO32-) in LDH-CO3, and 3)XRD patterns of LDH-CO3 and LDH-F.
DOI: 10.5286/isis.e.rb1910620-1
title: 1910620
DOI: 10.5286/isis.e.rb1910620-2
title: 1910620
DOI: 10.5284/1050896
title: ARCHAIDE Portal for Publications and Outputs

description: ArchAIDE is a European Union Horizon 2020 research and innovation programme which aims to create a new system for the automatic recognition of archaeological pottery from excavations around the world.
DOI: 10.3886/e101113v1-10709
title: Berry Slave Value Database

description: This
study uses historical records from 36 archives in the United States to analyze 8,437 enslaved people’s sale and/or
appraisal prices from 1797 to 1865. Demographic
information, including name, year, age/age group, gender, state, and
trade/skill notations were recorded when applicable. By calculating average
appraisal and sale values across cross-sections of gender (male or female) and
age group (0-10 years old, 11-22 years old, 23-39 years old, and 40+ years
old), a total of sixteen major comparative prices were analyzed (app/male/0-10;
app/female/0-10; sale/male/0-10; sale/female/0-10; app/male/11-22;
app/female/11-22; sale/male/11-22; sale/female/11-22; app/male/23-39;
app/female/23-39; sale/male/23-39; sale/female/23-39; app/male/40+;
app/female/40+; sale/male/40+; sale/female/40+). 
















Scholars
have the opportunity to use this data set to understand how enslaved people
were valued and appraised. The demographic data included will be useful to
those who want to explore various aspects of the history of slavery and
enslaved people.
description: All the data comes from manuscript archival collections at various historical repositories.<br>
description: The
universe of this study includes enslaved individuals in the United States
(specifically in Alabama, Georgia, Louisiana, Maryland, Mississippi, North
Carolina, South Carolina, Tennessee, Texas, and Virginia) during the late
eighteenth and early to mid-nineteenth century.





<br>Smallest Geographic Unit: Plantation
DOI: 10.5281/zenodo.2583905
title: jvmelis/Manuscript: Manuscript version 1.0

description: It contains R scripts for the analysis and data to perform it.
DOI: 10.5281/zenodo.2583906
title: jvmelis/Manuscript: Manuscript version 1.0

description: It contains R scripts for the analysis and data to perform it.
DOI: 10.5281/zenodo.2583687
title: Spectra of random Non-commutative Geometries

description: The data in this upload was generated using the code in https://github.com/LisaGlaser/MCMCv4 using initialisation files generated using the scripts iniprep which are also supplied here.<br>
The data was analysed in the articles 1612.00713 and 1902.03590.
DOI: 10.5281/zenodo.2583688
title: Spectra of random Non-commutative Geometries

description: The data in this upload was generated using the code in https://github.com/LisaGlaser/MCMCv4 using initialisation files generated using the scripts iniprep which are also supplied here.<br>
The data was analysed in the articles 1612.00713 and 1902.03590.
DOI: 10.5281/zenodo.2583921
title: RNAseq workshop dataset

description: archive containing subsets of rawreads, genomes and environment files
DOI: 10.5281/zenodo.2583920
title: RNAseq workshop dataset

description: archive containing subsets of rawreads, genomes and environment files
DOI: 10.5281/zenodo.2583944
title: MACE ("Multiple Alternatives-Criteria-Experts") tool

description: This dataset contains the underlying data for the following publication: A group decision making tool for assessing climate policy risks against multiple criteria, Heliyon, https://doi.org/10.1016/j.heliyon.2018.e00588. Full details of methods used to create the dataset and provided within this publication<em>.</em>
DOI: 10.5281/zenodo.2583943
title: MACE ("Multiple Alternatives-Criteria-Experts") tool

description: This dataset contains the underlying data for the following publication: A group decision making tool for assessing climate policy risks against multiple criteria, Heliyon, https://doi.org/10.1016/j.heliyon.2018.e00588. Full details of methods used to create the dataset and provided within this publication<em>.</em>
DOI: 10.5281/zenodo.2583965
title: Masterarbeit - Abbildung von UMLsec-Vertraulichkeitsanalysen auf Data-Centric Palladio - Secure Links Beispiel

description: Beispiel für die Abbildung eines UMLsec Secure Links Eingabemodells auf ein Data-Centric Palladio Eingabemodell.
DOI: 10.5281/zenodo.2583964
title: Masterarbeit - Abbildung von UMLsec-Vertraulichkeitsanalysen auf Data-Centric Palladio - Beispiele

description: Beispiele für die Modelle von Secure Links und Secure Dependencies in Data-Centric Palladio.
DOI: 10.17632/7mx45vj7jn.1
title: Data for: The Effectiveness of Different Thresholding Techniques in Segmenting Micro CT Images of Porous Carbonates to Estimate Porosity

description: TehranU-MinEng-GeoScienceLab-CarbonateMCT-5um-V001 Tehran University- Mining Engineering College Geoscience Laboratory The database contains XCT images of Carbonate samples from an oil field located in Persian Gulf. The resolution of the images is 5 micron. The size of images is 998*1011 pixels. Only a few of all the available images, along with their segmented equivalents are provided here. Providing that you need a more complete version of this database, please contact us via Farzaneh.rezaei@gmail.com and cite our work.
DOI: 10.25345/c5nk7x
title: MassIVE MSV000083526 - Upload positive ionisation mode fragmentation data of clinical cohort from MS2LDA+ paper
title: Human urine samples measured using pHILIC LC-MS/MS and LC-MS in positive ionisation mode. Urine samples were from clinical cohort in which we expected to find substantial amounts of xenobiotics. Samples were used for MS2LDA substructure discovery to find the building blocks of metabolomics.
DOI: 10.5258/soton/d0814
title: Computational data for "Machine-Learnt Fragment-Based Energies for Crystal Structure Prediction"

description: Crystal structure prediction datasets and calculated energies, supporting the publication "Machine-Learnt Fragment-Based Energies for Crystal Structure Prediction"  
The file CSP_cif_files.zip contains all crystal structures generated for the molecules in the publication (3,4-cyclobutylfuran, adamantane, adenine, formamide, maleic hydrazide, naphthalene, oxalic acid, tetrolic acid, triazine, urazole), within a 20 kJ/mol lattice energy window from the global minimum, separately for each molecule. 
The spreadsheet energy_data.xlsx contains the calculated lattice energies for all predicted crystal structures using the force field (FIT+DMA) and three fragment-corrected energy models.
DOI: 10.6073/pasta/f02ce8722220d786b76f3bbfa3b72ee4
title: SBC LTER: Reef: Annual time series of biomass for kelp forest species, ongoing since 2000 (Reformatted to ecocomDP Design Pattern)

description: This data package is formatted according to the "ecocomDP", a data package design pattern for ecological community surveys, and data from studies of composition and biodiversity. For more information on the ecocomDP project see https://github.com/EDIorg/ecocomDP/tree/master, or contact EDI https://environmentaldatainitiative.org.

This Level 1 data package was derived from the Level 0 data package found here: https://portal.edirepository.org/nis/mapbrowse?scope=knb-lter-sbc&identifier=50&revision=7

The abstract below was extracted from the Level 0 data package and is included for context:


  These data are annual estimates of biomass of approximately 225 taxa
  of reef algae, invertebrates and fish in permanent transects at 11
  kelp forest sites in the Santa Barbara Channel (2-8 transects per
  site). Abundance is measured annually (as percent cover or density, by
  size) and converted to biomass (i.e., wet mass, dry mass, decalcified
  dry mass, ash free dry mass) using published taxon-specific
  algorithms. Data collection began in summer 2000 and continues
  annually in summer to provide information on community structure,
  population dynamics and species change.



  The time period of data collection varied among the 11 kelp forest
  sites. Sampling at BULL, CARP, and NAPL began in 2000, sampling at the
  other 6 mainland sites (AHND, AQUE, IVEE, GOLB, ABUR, MOHK) began in
  2001 (transects 3, 5, 6, 7, 8 at IVEE were added in 2011). Data
  collection at the two Santa Cruz Island sites (SCTW and SCDI) began in
  2004. See Methods for more information.
DOI: 10.25345/c5hw51
title: MassIVE MSV000083527 - Upload negative ionisation mode fragmentation data of clinical cohort from MS2LDA+ paper
title: Human urine samples measured using pHILIC LC-MS/MS and LC-MS in negative ionisation mode. Urine samples were from clinical cohort in which we expected to find substantial amounts of xenobiotics. Samples were used for MS2LDA substructure discovery to find the building blocks of metabolomics.
DOI: 10.5258/soton/d0831
title: Data for Low-Loss and Low-Back-Reflection Hollow-Core to Standard Fiber Interconnection

description: This dataset contains data that was used to plot graphs in journal paper ' Low-Loss and Low-Back-Reflection Hollow-Core to Standard Fiber Interconnection'

Journal: Photonics Technology Letters

Authors: M. Komanec, D. Suslov, S. Zvánovec, Y. Chen, T. Bradley, S. R. Sandoghchi, E. R. Numkam Fokoua, G. T. Jasion, M. N. Petrovich, F. Poletti, D. J. Richardson, and R. Slavík
DOI: 10.6073/pasta/346d11d1e409ac395d18f5619b896336
title: Neighborhood Socioeconomic and demographic changes in Baltimore's (BES) Neighborhoods: 1930 to 2010

description: This dataset was created primarily to map and track socioeconomic and
  demographic variables from the US Census Bureau from year 1940 to year
  2010, by decade, within the City of Baltimore's Mayor's Office of
  Information Technology (MOIT) year 2010 neighborhood boundaries. The
  socioeconomic and demographic variables include the percent White,
  percent African American, percent owner occupied homes, percent vacant
  homes, the percentage of age 25 and older people with a high school
  education or greater, and the percentage of age 25 and older people
  with a college education or greater. Percent White and percent African
  American are also provided for year 1930. Each of the the year 2010
  neighborhood boundaries were also attributed with the 1937 Home
  Owners' Loan Corporation (HOLC) definition of neighborhoods via
  spatial overlay. HOLC rated neighborhoods as A, B, C, D or Undefined.
  HOLC categorized the perceived safety and risk of mortgage refinance
  lending in metropolitan areas using a hierarchical grading scale of A,
  B, C, and D. A and B areas were considered the safest areas for
  federal investment due to their newer housing as well as higher
  earning and racially homogenous households. In contrast, C and D
  graded areas were viewed to be in a state of inevitable decline,
  depreciation, and decay, and thus risky for federal investment, due to
  their older housing stock and racial and ethnic composition. This
  policy was inherently a racist practice. Places were graded based on
  who lived there; poor areas with people of color were labeled as lower
  and less-than. HOLC's 1937 neighborhoods do not cover the entire
  extent of the year 2010 neighborhood boundaries. The neighborhood
  boundaries were also augmented to include which of the year 2017
  Housing Market Typology (HMT) the 2010 neighborhoods fall within.
  Finally, the neighborhood boundaries were also augmented to include
  tree canopy and tree canopy change year 2007 to year 2015.
DOI: 10.5258/soton/d0051
title: Dataset for direct bonding diamond to zinc selenide

description: Dataset supports: Stenhouse, H. G., Beecher, S. J.,  Mackenzie, J. I. (2017). Direct bonding diamond to zinc selenide. Optical Materials Express, 7(8), 2922-2927.
DOI: 10.25345/c5d321
title: MassIVE MSV000083528 - Upload positive mode data only from urine antihypertensive screening paper
title: Note that this only contains the positive fragmentation mode data obtained in the project filtered from the posneg combined mode from MSV000082971 - see further details there.
DOI: 10.15139/s3/d2p7pp
title: Vision Zero Cambridge Action Plan (2017). Cambridge, Massachusetts

description: Vision Zero is a strategy to reduce all traffic fatalities and severe injuries to zero, while increasing safe, equitable, and healthy mobility for all. Vision Zero Plans help guide municipalities, counties, and other areas to address these strategies considering the local context.
DOI: 10.15139/s3/ocerxo
title: Vision Zero Sacramento (2017). Sacramento, California

description: Vision Zero is a strategy to reduce all traffic fatalities and severe injuries to zero, while increasing safe, equitable, and healthy mobility for all. Vision Zero Plans help guide municipalities, counties, and other areas to address these strategies considering the local context.
DOI: 10.15139/s3/ikdwb1
title: Denver Vision Zero: Action Plan (2017). Denver, Colorado

description: Vision Zero is a strategy to reduce all traffic fatalities and severe injuries to zero, while increasing safe, equitable, and healthy mobility for all. Vision Zero Plans help guide municipalities, counties, and other areas to address these strategies considering the local context.
DOI: 10.15139/s3/bsswkr
title: Vision Zero San Francisco: Two-Year Action Strategy (2017). San Francisco, California

description: Vision Zero is a strategy to reduce all traffic fatalities and severe injuries to zero, while increasing safe, equitable, and healthy mobility for all. Vision Zero Plans help guide municipalities, counties, and other areas to address these strategies considering the local context.
DOI: 10.15139/s3/oks2s3
title: Vision Zero San Jose (2015). San Jose, California

description: Vision Zero is a strategy to reduce all traffic fatalities and severe injuries to zero, while increasing safe, equitable, and healthy mobility for all. Vision Zero Plans help guide municipalities, counties, and other areas to address these strategies considering the local context.