cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/f00fe732f68f94fb0c47af4582c8b468
title: Hubbard Brook Experimental Forest: Chemistry of Streamwater – Monthly Volume Weighted Concentrations, Watershed 1, 1963 - present

description: These data include volume-weighted, average, monthly concentrations of
  cations, anions, and pH measured in Watershed 1.

      
  HBWatER is a long-term record of stream and precipitation chemistry
  and volume. Currently this record is supported by NSF LTREB funding
  (for sample collection and processing), USDA Forest Service (USFS)
  funding (for maintenance of stream gauges, analytical chemistry and
  sample archiving), and LTER (for disposable supplies). The HBWatER
  supervisory team currently includes Emma Rosi (Cary Institute of
  Ecosystem Studies), Emily Bernhardt (Duke University), John Campbell
  (USFS), Charley Driscoll (Syracuse University.), Mark Green (Case
  Western Reserve University), Bill McDowell (University of NH ), and
  Lindsey Rustad (USFS).

      
  The long-term hydrologic record and calculation of fluxes are
  currently supervised by John Campbell (USFS). The collection and
  management of the long-term chemistry record is currently supervised
  by Emma Rosi (Cary Institute of Ecosystem Studies) and Emily Bernhardt
  (Duke University). At present field samples are collected by Tammy
  Wooster (Cary Institute of Ecosystem Studies), Chemical analyses are
  performed by Jeff Merriam (USFS). Data management and archiving is
  performed by Mary Martin (University of NH)

      
  HBWatER was initiated in 1963 by G.E. Likens, F. H. Bormann, R.
  Pierce, and N. Johnson. The record has been funded over its lifetime
  by the Mary Flagler Cary Charitable Trust, The Andrew W. Mellon
  Foundation, HBR LTER grants (#8702331, #9211768, #9810221, #0423259,
  #1114804, #1637685) and NSF LTREB (# 1256696). A full list of
  contributors to the HBWatER over its lifetime is provided at:
  Bernhardt E., G. Likens, E. Rosi. 2019. Continuous
  precipitation and stream chemistry data, Hubbard Brook Ecosystem
  Study, 1963 – present.. Environmental Data Initiative.
  https://doi.org/10.6073/pasta/4022d829f3a1fa4057b63b5db8b1a172.

      
  These data were gathered as part of the Hubbard Brook Ecosystem Study
  (HBES). The HBES is a collaborative effort at the Hubbard Brook
  Experimental Forest, which is operated and maintained by the USDA
  Forest Service, Northern Research Station.
DOI: 10.17632/45tt56w2sz.3
title: EEG Topographical Representation of the public dataset 2008 BCI competition IV-2a

description: This data set is for the paper of Learning EEG Topographical Representation for Classification via Convolutional Neural Network, providing part of the experimental results and running procedures. To run the sample code provided, please unzip the zip file into a folder of the same name, and then run the code.
DOI: 10.17632/dbff6r2p88.1
title: Basin Exit and Dissolution Distribution Data

description: This data represents the results of Basin Exit and Dissolution tests performed to compare the Chain and Equilibrating Chain KMC algorithms.
DOI: 10.17632/fpf3ywzy6d.2
title: FinolE_submission_rawdata

description: raw DENV genomic data for Finol E. & Ooi EE. Iscience submision
DOI: 10.17632/vrpb3dzknb.1
title: Dr

description: anti TPO positive test and decreased ovarean reserve
DOI: 10.17632/y7nzj6gp8g.1
title: Data for: Intracellular glutathione depletion by thiol-ene click reaction for enhanced photodynamic therapy

description: Chemical experiments include NMR, ESI-MS, fluorescence, potential, UV-vis, TEM; Biological experiments included in vitro and in vivo experiments.
DOI: 10.5281/zenodo.3216969
title: Analysis of Protein--Protein Interactions in Crystallo

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution". From this dataset, Figure 1 can be generated using the compare_crystal_scores.R script.
DOI: 10.17632/79hf5hy8nt.1
title: Data for: Reaction of β-alkoxyvinyl α-ketoesters with acyclic NCN binucleophiles - scalable approach to novel functionalized pyrimidines
DOI: 10.17632/c5vbxcxvfw.1
title: NHISenrolmentdata

description: This dataset describes individuals who enrolled in the Ghana's national health insurance scheme between the period, 2014 and 2016 at the Ashiedu Keteke district office in Accra. The data was formally sourced from the Management of the scheme.
DOI: 10.17632/pncfzxkxry.1
title: JID Curly hair mechanics, fibre strength.0519

description: Data relating to JID Curly hair mechanics. Manuscript JID-2019-0249
DOI: 10.5281/zenodo.3216968
title: Analysis of Protein--Protein Interactions in Crystallo

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution". From this dataset, Figure 1 can be generated using the compare_crystal_scores.R script.
DOI: 10.5281/zenodo.3222946
title: Mizutani Forward Design

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution". From this dataset, Figure 2 can be generated using the plot_designs_w_comparison.R script.
DOI: 10.5281/zenodo.3222947
title: Mizutani Forward Design

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution". From this dataset, Figure 2 can be generated using the plot_designs_w_comparison.R script.
DOI: 10.5281/zenodo.3228344
title: Mizutani Forward Design Backrub

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution".
DOI: 10.5281/zenodo.3228345
title: Mizutani Forward Design Backrub

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution".
DOI: 10.6073/pasta/6438a034072df41f9dd38b7054c7a1d1
title: Hubbard Brook Experimental Forest: Chemistry of Streamwater – Monthly Volume Weighted Concentrations, Watershed 2, 1963 - present

description: These data include volume-weighted, average, monthly concentrations of
  cations, anions, and pH measured in Watershed 2.

      
  HBWatER is a long-term record of stream and precipitation chemistry
  and volume. Currently this record is supported by NSF LTREB funding
  (for sample collection and processing), USDA Forest Service (USFS)
  funding (for maintenance of stream gauges, analytical chemistry and
  sample archiving), and LTER (for disposable supplies). The HBWatER
  supervisory team currently includes Emma Rosi (Cary Institute of
  Ecosystem Studies), Emily Bernhardt (Duke University), John Campbell
  (USFS), Charley Driscoll (Syracuse University.), Mark Green (Case
  Western Reserve University), Bill McDowell (University of NH ), and
  Lindsey Rustad (USFS).

      
  The long-term hydrologic record and calculation of fluxes are
  currently supervised by John Campbell (USFS). The collection and
  management of the long-term chemistry record is currently supervised
  by Emma Rosi (Cary Institute of Ecosystem Studies) and Emily Bernhardt
  (Duke University). At present field samples are collected by Tammy
  Wooster (Cary Institute of Ecosystem Studies), Chemical analyses are
  performed by Jeff Merriam (USFS). Data management and archiving is
  performed by Mary Martin (University of NH)

      
  HBWatER was initiated in 1963 by G.E. Likens, F. H. Bormann, R.
  Pierce, and N. Johnson. The record has been funded over its lifetime
  by the Mary Flagler Cary Charitable Trust, The Andrew W. Mellon
  Foundation, HBR LTER grants (#8702331, #9211768, #9810221, #0423259,
  #1114804, #1637685) and NSF LTREB (# 1256696). A full list of
  contributors to the HBWatER over its lifetime is provided at:
  Bernhardt E., G. Likens, E. Rosi. 2019. Continuous
  precipitation and stream chemistry data, Hubbard Brook Ecosystem
  Study, 1963 – present.. Environmental Data Initiative.
  https://doi.org/10.6073/pasta/4022d829f3a1fa4057b63b5db8b1a172.

      
  These data were gathered as part of the Hubbard Brook Ecosystem Study
  (HBES). The HBES is a collaborative effort at the Hubbard Brook
  Experimental Forest, which is operated and maintained by the USDA
  Forest Service, Northern Research Station.
DOI: 10.17632/j2k6tkfxk9.1
title: Data for: GEOMETRIC IMPERFECTION AND LOWER-BOUND ANALYSIS OF SPHERICAL SHELLS UNDER EXTERNAL PRESSURE

description: The excel file "LRSM_Sphere_data_002.xlsx" includes about 700 experimental results for spherical shells under external pressure and the corresponding reference. Also, different lower-bound design curves are given.
DOI: 10.5255/ukda-sn-853564
title: Understanding and alleviating reading difficulties in older adults 2014-2018
DOI: 10.5281/zenodo.3228351
title: SNase Diffraction Data and Analysis

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution". In this dataset, Figures 3 and 9 can be generated using the analyze_xscale.R script; source data for Figures 4, 5, and 6 can be found in the convert-map-for-pymol/ subdirectories; Figure 8 can be generated using the "plot_crystal_scores.R" script.
DOI: 10.5281/zenodo.3228352
title: SNase Diffraction Data and Analysis

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution". In this dataset, Figures 3 and 9 can be generated using the analyze_xscale.R script; source data for Figures 4, 5, and 6 can be found in the convert-map-for-pymol/ subdirectories; Figure 8 can be generated using the "plot_crystal_scores.R" script.
DOI: 10.5281/zenodo.3228838
title: SNase Design

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution".
DOI: 10.5281/zenodo.3228839
title: SNase Design

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution".
DOI: 10.5281/zenodo.3235487
title: SNase Backrub Design Part 1

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution". This is the first part of the SNase backrub design dataset. The part one and two folders should be recombined into a single folder, "repack", if the analysis scripts are to be run.
DOI: 10.5281/zenodo.3235486
title: SNase Backrub Design Part 1

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution". This is the first part of the SNase backrub design dataset. The part one and two folders should be recombined into a single folder, "repack", if the analysis scripts are to be run.
DOI: 10.5281/zenodo.3235518
title: SNase Backrub Design Part 2

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution". This is the second part of the SNase backrub design dataset. The part one and two folders should be recombined into a single folder, "repack" if the analysis scripts are to be run.
DOI: 10.5281/zenodo.3235519
title: SNase Backrub Design Part 2

description: This upload contains data and analysis scripts used in the manuscript "Towards computational design of improved protein crystal resolution". This is the second part of the SNase backrub design dataset. The part one and two folders should be recombined into a single folder, "repack" if the analysis scripts are to be run.
DOI: 10.5281/zenodo.3236138
title: SET-NAV: WP5: Invert modelling output for the building sector final energy demand and cost data

description: This data set contains the Invert modelling results for final energy demand for space heating, cooling and hot water in buildings; hourly data for district heating and electricity (for different technologies) for 3-4 building types; annual data for the other energy carriers.

It also contains all annual cost (Annuity of investments, O&M, fuel cost ) of electricity generation and / or heat generation and considered efficiency measures.

This data is also available and visualised in our dedicated SET-NAV open data platform: The SET-NAV Scenario Explorer: https://data.ene.iiasa.ac.at/set-nav/#/workspaces
DOI: 10.6073/pasta/5e0645234a7e0e1c1e3f3db4b4560d73
title: Hubbard Brook Experimental Forest: Chemistry of Streamwater – Monthly Volume Weighted Concentrations, Watershed 3, 1963 - present

description: These data include volume-weighted, average, monthly concentrations of
  cations, anions, and pH measured in Watershed 3.

      
  HBWatER is a long-term record of stream and precipitation chemistry
  and volume. Currently this record is supported by NSF LTREB funding
  (for sample collection and processing), USDA Forest Service (USFS)
  funding (for maintenance of stream gauges, analytical chemistry and
  sample archiving), and LTER (for disposable supplies). The HBWatER
  supervisory team currently includes Emma Rosi (Cary Institute of
  Ecosystem Studies), Emily Bernhardt (Duke University), John Campbell
  (USFS), Charley Driscoll (Syracuse University.), Mark Green (Case
  Western Reserve University), Bill McDowell (University of NH ), and
  Lindsey Rustad (USFS).

      
  The long-term hydrologic record and calculation of fluxes are
  currently supervised by John Campbell (USFS). The collection and
  management of the long-term chemistry record is currently supervised
  by Emma Rosi (Cary Institute of Ecosystem Studies) and Emily Bernhardt
  (Duke University). At present field samples are collected by Tammy
  Wooster (Cary Institute of Ecosystem Studies), Chemical analyses are
  performed by Jeff Merriam (USFS). Data management and archiving is
  performed by Mary Martin (University of NH)

      
  HBWatER was initiated in 1963 by G.E. Likens, F. H. Bormann, R.
  Pierce, and N. Johnson. The record has been funded over its lifetime
  by the Mary Flagler Cary Charitable Trust, The Andrew W. Mellon
  Foundation, HBR LTER grants (#8702331, #9211768, #9810221, #0423259,
  #1114804, #1637685) and NSF LTREB (# 1256696). A full list of
  contributors to the HBWatER over its lifetime is provided at:
  Bernhardt E., G. Likens, E. Rosi. 2019. Continuous
  precipitation and stream chemistry data, Hubbard Brook Ecosystem
  Study, 1963 – present.. Environmental Data Initiative.
  https://doi.org/10.6073/pasta/4022d829f3a1fa4057b63b5db8b1a172.

      
  These data were gathered as part of the Hubbard Brook Ecosystem Study
  (HBES). The HBES is a collaborative effort at the Hubbard Brook
  Experimental Forest, which is operated and maintained by the USDA
  Forest Service, Northern Research Station.
DOI: 10.5281/zenodo.3236137
title: SET-NAV: WP5: Invert modelling output for the building sector final energy demand and cost data

description: This data set contains the Invert modelling results for final energy demand for space heating, cooling and hot water in buildings; hourly data for district heating and electricity (for different technologies) for 3-4 building types; annual data for the other energy carriers.

It also contains all annual cost (Annuity of investments, O&M, fuel cost ) of electricity generation and / or heat generation and considered efficiency measures.

This data is also available and visualised in our dedicated SET-NAV open data platform: The SET-NAV Scenario Explorer: https://data.ene.iiasa.ac.at/set-nav/#/workspaces
DOI: 10.5281/zenodo.3236346
title: Costello et al. 2019 ET&C data and code

description: Code and data associated with Costello et al. Hitting reset on sediment toxicity: Homogenization alters the toxicity of metal-amended sediments. Environmental Toxicology and Chemistry. For current files see: https://github.com/dmcostello/sed_tox_reset
DOI: 10.14459/2019mp1486118
title: Agent-based transport simulations with multiple scale factors and network resolutions
DOI: 10.5061/dryad.v34fd09/1
title: Swimming-Feet-Data

description: All data
DOI: 10.5066/p9wsclj5
title: Hemichromis collection data for genetic characterization in Florida

description: The African Jewelfish, Hemichromis letourneuxi, is an invasive, predatory cichlid fish introduced at least once to Florida. Its native range is in northeastern Africa. First encountered in Miami in the 1960s, it has since been found west and north within the state of Florida. It thrives in a wide range of aquatic habitats, including shallow, vegetated or rocky areas of canals, tidal creeks, rivers, and marshes.
DOI: 10.6073/pasta/8c473cbe79e095f0da02ef1190e6de5d
title: Permanent forest plot data from 1982-2017 at Niwot Ridge, Colorado

description: The permanent forest plots at Niwot Ridge were installed in subalpine
  forests in the Colorado Front Range by Dr. Thomas T. Veblen in the
  early 1980s. The goal was to establish a set of long-term forest plots
  to monitor tree populations and stand dynamics over time. Ten large
  permanent plots (i.e., from 21 x 54m to 54 m x 54 m) were installed to
  monitor on average less than 400 trees per plot. An additional thirty
  smaller ‘gap’ plots (i.e. approximately 10 m x 10 m) were installed in
  canopy openings adjacent to three of the large permanent plots to
  monitor gap dynamics (c. 40 trees per plot). The plots are located
  across gradients in elevation and moisture and include the following
  subalpine tree species: lodgepole pine (“Pinus contorta”), limber pine
  (“Pinus flexilis”), Engelmann spruce (“Picea engelmannii”), subalpine
  fir (“Abies lasiocarpa”), and aspen (“Populous tremuloides”). When the
  plots were installed, all living and standing dead trees (over 6,000)
  were permanently tagged, and the following was measured for all live
  and dead trees less than 4 cm dbh: species, diameter at breast height
  (1.4 m), height class, and status (live or dead). Censuses of tree
  mortality were conducted roughly every three years and a complete
  re-measurement (e.g. dbh measurements) was conducted in 2016 (see
  methods for details). Counts of juvenile trees (less than 4 cm dbh) by
  species were conducted when the plots were installed and in 2017. This
  database includes three datasets: 1) description of plots (e.g.
  elevation, aspect, size), 2) tree data (e.g. dbh, height class,
  status) for all trees (greater than 4 cm dbh) monitored from early
  1980s to 2016, and 3) counts of juvenile trees (less than 4 cm) by
  species in early 1980s and 2016.
DOI: 10.17632/dhby4rysnk.1
title: Data for: Sedimentology and Geochemistry of Carbonate Bearing-Argillites on the Southeastern Flank of Mount Cameroon (Likomba) and relationship with the Cameroon Volcanic Line (CVL).

description: Elemental Concentrations of the Measured Oxides Matrix of Pearson’s correlation coefficients of major elements in the carbonate-bearing argillites of Likomba. Varimax rotated of factor matrix (two factor model) of major elements in the carbonate-argillites of Likomba Insoluble Residue and Moisture content expressed as weight percent
DOI: 10.21227/8sat-aq39
title: Ultrasound/MRI Neck Muscle Image Semantic Segmentation Dataset

description: Segmentation of ultrasound (US) images of cervical muscles is required for visualisation, analysis of deep, muscle structure and function, and monitoring of patient specific treatment protocols.The lack of publicly available labelled data, benchmark methods and results, hinders development of this domain. Here, we contribute a labelled dataset of 1,100 US images of the human posterior cervical muscles during head motion, from 28 healthy adults(19 male, mean 31.4, s.d. 8.9), and a labelled static MRI/ultrasound dataset ofhuman posterior cervical muscles, from 25 healthy adults (age: 29.0 ± 6.6, male: 12).
DOI: 10.7910/dvn/bf6em3/rwvsex
title: Turkana ABD combined  (MaleFemale).tab

description: Data
DOI: 10.5061/dryad.j5b27q3/1
title: Gantchoff_Ursus_SDMs

description: Data files formatted to use for black bear (Ursus americanus) species distribution modeling. Data points obtained through radiotelemetry (2010-2018) in Missouri, USA. Data represents 1 location per day per individual. Data from Dec 1 to March 15 removed due to hibernation period. 

Female modeling: 46 individuals. 
Female validation: 11 individuals.
Male modeling: 35 individuals.
Male validation: 8 individuals. 

For details see:
Gantchoff  MG, Conlee L, Belant, JL. 2019. Conservation implications of sex-specific landscape suitability for a large generalist carnivore. Diversity and Distributions.
DOI: 10.5281/zenodo.3236503
title: Dataset

description: Dataset for OLS and CQR models in paper.
DOI: 10.5281/zenodo.3236504
title: Dataset

description: Dataset for OLS and CQR models in paper.
DOI: 10.7910/dvn/blebhi/arshvj
title: figure6a_persist_by_length.pdf

description: :unav
DOI: 10.7910/dvn/blebhi/evkvkq
title: README_code.pdf

description: :unav
DOI: 10.7910/dvn/blebhi/trxlan
title: clean_scraped_data.py

description: :unav
DOI: 10.7910/dvn/blebhi/uio2gc
title: EJR_gender_dataset_Jan2018.tab

description: :unav
DOI: 10.5281/zenodo.3234050
title: Spanish Word Embeddings

description: Spanish Word Embeddings computed using fastText.
DOI: 10.5281/zenodo.3234051
title: Spanish Word Embeddings

description: Spanish Word Embeddings computed using fastText
DOI: 10.7910/dvn/blebhi/0rol9v
title: figure7b_to_person_by_job.pdf

description: :unav
DOI: 10.7910/dvn/blebhi/adox6g
title: 6.txt

description: :unav
DOI: 10.7910/dvn/blebhi/ekkrl0
title: figure2_person_by_month_first_1yr.pdf

description: :unav
DOI: 10.7910/dvn/blebhi/ic3bzd
title: figure4a_mean_person_by_job.pdf

description: :unav
DOI: 10.7910/dvn/blebhi/jctgxq
title: JMC-history-ID-merged.tab

description: :unav
DOI: 10.7910/dvn/blebhi/kex4ax
title: figure5_dynamic_full.pdf

description: :unav
DOI: 10.7910/dvn/blebhi/ozj0hh
title: figure6b_to_person_by_length.pdf

description: :unav
DOI: 10.7910/dvn/blebhi/qdjyro
title: figure3a_mean_acad_by_job.pdf

description: :unav
DOI: 10.7910/dvn/blebhi/rmxnod
title: job-rank.R

description: :unav
DOI: 10.15482/usda.adc/1503889
title: NAL Agricultural Thesaurus and Glossary
DOI: 10.17632/4ss3jd3ryj.1
title: Data for: Toxicity assessment of metal mixtures to soil enzymes is influenced by metal dosing method

description: The excel sheet file contains different sheets containing all the data used.
DOI: 10.25925/20190531
title: Multi-laboratory compilation of atmospheric carbon dioxide data for the years 2018-2019; obspack_co2_1_NRT_v4.4.1_2019-05-31

description: A full list of all contributors for this product can be found at www.esrl.noaa.gov/gmd/ccgg/obspack/providerlist/obspack_co2_1_NRT_v4.4.1_2019-05-31.html
This product is constructed using the Observation Package (ObsPack) framework [Masarie et al., 2014; www.earth-syst-sci-data.net/6/375/2014/]. The framework is designed to bring together atmospheric greenhouse gas (GHG) observations from a variety of sampling platforms, prepare them with specific applications in mind, and package and distribute them in a self-consistent and well-documented product. ObsPack products are intended to support GHG budget studies and represent a new generation of cooperative value-added GHG data products.
DOI: 10.7910/dvn/blebhi/4v4ccb
title: word_count.py

description: :unav
DOI: 10.7910/dvn/blebhi/5kvnba
title: raw_time_stamp.tab

description: :unav
DOI: 10.7910/dvn/blebhi/edu8dt
title: static_analysis_2019.do

description: :unav
DOI: 10.7910/dvn/blebhi/em5bzs
title: all_cat_2019.csv

description: :unav
DOI: 10.7910/dvn/blebhi/fquetx
title: full_sample2019.tab

description: :unav
DOI: 10.7910/dvn/blebhi/h8sspg
title: gen_full_sample.R

description: :unav
DOI: 10.7910/dvn/blebhi/kfseip
title: cleaned_vocab.tab

description: :unav
DOI: 10.7910/dvn/blebhi/uvyxfj
title: figure2_acad_by_month_first_1yr.pdf

description: :unav
DOI: 10.7910/dvn/blebhi/yih2sv
title: complete-nber-author-info.tab

description: :unav