cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7344605
title: Doodleverse/Segmentation Zoo Res-UNet models for 4-class (water, whitewater, sediment and other) segmentation of Sentinel-2 and Landsat-7/8 5-band (RGB+NIR+SWIR) images of coasts.

description: These Residual-UNet model data are based on 5-band RGB+NIR+SWIR (red, green, blue, near-infrared, and short-wave infrared) images of coasts and associated labels. Models have been created using Segmentation Gym* using the following dataset**: https://doi.org/10.5281/zenodo.7344571 Classes: {0=water, 1=whitewater, 2=sediment, 3=other} <strong>File descriptions</strong> For each model, there are 5 files with the same root name: 1. <strong>'.json' </strong>config file: this is the file that was used by Segmentation Gym* to create the weights file. It contains instructions for how to make the model and the data it used, as well as instructions for how to use the model for prediction. It is a handy wee thing and mastering it means mastering the entire Doodleverse. 2.<strong> '.h5'</strong> weights file: this is the file that was created by the Segmentation Gym* function `train_model.py`. It contains the trained model's parameter weights. It can called by the Segmentation Gym* function `seg_images_in_folder.py`. Models may be ensembled. 3.<strong> '_modelcard.json'</strong> model card file: this is a json file containing fields that collectively describe the model origins, training choices, and dataset that the model is based upon. There is some redundancy between this file and the `config` file (described above) that contains the instructions for the model training and implementation. The model card file is not used by the program but is important metadata so it is important to keep with the other files that collectively make the model and is such is considered part of the model 4. <strong> '_model_history.npz'</strong> model training history file: this numpy archive file contains numpy arrays describing the training and validation losses and metrics. It is created by the Segmentation Gym function `train_model.py` 5. <strong> '.png'</strong> model training loss and mean IoU plot: this png file contains plots of training and validation losses and mean IoU scores during model training. A subset of data inside the .npz file. It is created by the Segmentation Gym function `train_model.py` Additionally, BEST_MODEL.txt contains the name of the model with the best validation loss and mean IoU <strong>References</strong> *Segmentation Gym: Buscombe, D., & Goldstein, E. B. (2022). A reproducible and reusable pipeline for segmentation of geoscientific imagery. Earth and Space Science, 9, e2022EA002332. https://doi.org/10.1029/2022EA002332 See: https://github.com/Doodleverse/segmentation_gym ** Buscombe, Daniel. (2022). Images and 4-class labels for semantic segmentation of Sentinel-2 and Landsat RGB, NIR, and SWIR satellite images of coasts (water, whitewater, sediment, other) (v1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7344571
DOI: 10.6073/pasta/5469d25624acad2e4c717e28dc3d09bf
title: North Temperate Lakes LTER: Total Particulate Matter - Madison Lakes Area 2000 - 2013

description: Total particulate matter is measured at one station in the deepest part of each lake at the top of the epilimnion for lakes Mendota, Monona, Fish and Wingra. Sampling Frequency: bi-weekly during ice-free season from late March or early April through early September, then every 4 weeks through late November; sampling is conducted usually once during the winter (depending on ice conditions). Number of sites: 4
DOI: 10.57777/kgm2022000061
title: 지붕007(시멘트기와-녹색)
DOI: 10.57777/kgm2022000062
title: 지붕005(시멘트기와-흑색)
DOI: 10.57777/kgm2022000063
title: 도로005(고무칩우레탄엠보형-적색)
DOI: 10.57777/kgm2022000064
title: 도로008(블록-red(new))
DOI: 10.57777/kgm2022000065
title: 지붕008(유약기와-흑광색)
DOI: 10.5517/ccdc.csd.cc2cjxkd
title: CCDC 2191004: Experimental Crystal Structure Determination

description: Related Article: Mani Sengoden, Gulzar A. Bhat, Donald J. Darensbourg|2022|RSC Advances|12|32440|doi:10.1039/D2RA06358A
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.cc2cjxlf
title: CCDC 2191005: Experimental Crystal Structure Determination

description: Related Article: Mani Sengoden, Gulzar A. Bhat, Donald J. Darensbourg|2022|RSC Advances|12|32440|doi:10.1039/D2RA06358A
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: 10.6073/pasta/48e425a12ce7cff92bf9dd38747c3546
title: North Temperate Lakes LTER: High Frequency Meteorological and Dissolved Oxygen Data - Sparkling Bog North Buoy 2008 - 2012

description: The instrumented buoy on Sparkling Bog North is equipped with a dissolved oxygen sensor, a thermistor chain, and meteorological sensors that provide fundamental information on lake thermal structure, weather conditions, and lake metabolism. Data are usually collected either at 1 minute or 10 minute intervals. The D-Opto dissolved oxygen sensor is 0.5m from the lake surface, thermistors are at the surface, at 0.25 m and at every .5 m from 0.5 m to 4.5 m, and meteorological sensors measure wind speed, wind direction, relative humidity, and air temperature. The buoy is also equipped with a CO2 monitor and a YSI AutoProfiler that measures several parameters including dissolved oxygen, water temperature, conductivity, pH, ORP, turbulence and chlorophyll-a. After correcting for flux to or from the atmosphere and vertical mixing within the water column, high frequency measurements of dissolved gases such as carbon dioxide and oxygen can be used to estimate gross primary productivity, respiration, and net ecosystem productivity, the basic components of whole lake metabolism. Sampling Frequency: varies for instantaneous sample. Generally 1 minute or 10 minutes. Number of sites: 1
DOI: 10.57777/kgm2022000066
title: 잔디001
DOI: 10.57777/kgm2022000067
title: 벼006
DOI: 10.57777/kgm2022000068
title: 도로015(타일-화강암(연마안됨2))
DOI: 10.57777/kgm2022000069
title: 지붕002(유약형 기와-갈색)
DOI: 10.25921/ecys-4c26
title: ES60 Water Column Sonar Data Collected During EBS11AL
DOI: 10.57777/kgm2022000070
title: 알타리 무002
DOI: 10.5281/zenodo.7352680
title: Dataset_of_outcome_for_patients_with_chronic_dizziness ('WeBaVeR')

description: Data collection of patients with chronic dizziness who were referred to the researcher from the Department of Otolaryngology of the Antwerp University hospital. Patients received a customised web-based vestibular rehabilitation therapy 'WeBaVeR' (i.e. exercises supported by our web application and booklet). After 6 weeks, patients' user experience with WeBaVeR was examined.
DOI: 10.5281/zenodo.7352679
title: Dataset_of_outcome_for_patients_with_chronic_dizziness ('WeBaVeR')

description: Data collection of patients with chronic dizziness who were referred to the researcher from the Department of Otolaryngology of the Antwerp University hospital. Patients received a customised web-based vestibular rehabilitation therapy 'WeBaVeR' (i.e. exercises supported by our web application and booklet). After 6 weeks, patients' user experience with WeBaVeR was examined.
DOI: 10.6073/pasta/ff29812eb2d745aec96400bdbe8c3dbe
title: North Temperate Lakes LTER: High Frequency Water Temperature Data - Sparkling Bog North Buoy 2008 - 2012

description: The instrumented buoy on Sparkling Bog North is equipped with a thermistor chain that measures water temperature at the surface, at 0.25 m and at every .5 m from 0.5 m to 4.5 m. The buoy is also equipped with a dissolved oxygen sensor, meteorological sensors, a CO2 sensor and a YSI AutoProfiler that provide fundamental information on lake thermal structure, weather conditions, and lake metabolism. Prior to May 2009, data were collected at 1 minute or 10 minute intervals. Since May 2009, data are being collected each minute. Hourly and daily water temperature averages are computed from high resolution data. Hourly and daily values may not be current with high resolution data. In 2008, the instrumented buoy was deployed in Sparkling Bog North from March 24 to November 10. In 2009, the buoy was deployed on the ice on March 7 and was not removed for the winter of 2009 to 2010. Sampling Frequency: varies for instantaneous sample. Generally 1 minute or 10 minutes. Number of sites: 1
DOI: 10.26093/cds/vizier.33260211
title: T Tau Stars

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'T Tauri stars and the Gould Belt near Lupus.' (bibcode: 1997A&A...326..211W)
DOI: 10.26093/cds/vizier.33800258
title: V light curve of AzV 73

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Fundamental parameters for the eclipsing binary AzV 73 in the Small Magellanic Cloud.' (bibcode: 2001A&A...380..258O)
DOI: 10.26093/cds/vizier.33800441
title: Galaxies behind Southern Milky Way. II.

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'A catalogue of galaxies behind the Southern Milky Way. II. The Crux and Great Attractor regions (l=289-338{deg})' (bibcode: 2001A&A...380..441W)
DOI: 10.6084/m9.figshare.21507189.v7
title: GAN2000 - MODEL WEIGHTS

description: GAN2000_CAN5800_DEPLOY.zip <br> Training images url (DATASET/gan2000.csv, /DATASET/can2000.csv) Download script (DATASET/download.py) Stylegan3-cpu code (not for training; for generating fakes) <br> <br> PKLs.zip C10000.pkl : Pretrained model; 10000 kimg M500.pkl : GAN20000; melanoma N500.pkl : GAN20000; melanoma MN500.pkl : For morphing; melanoma and nevus <br> <br> MN500.mp4 Training (0 ticks ~ 500 ticks) <br> <br> <br> <br> <br>
DOI: 10.26093/cds/vizier.33830030
title: New UBVRI color distribution in E galaxies

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'New UBVRI colour distributions in E-type galaxies. I. The data.' (bibcode: 2002A&A...383...30I)
DOI: 10.26093/cds/vizier.33950097
title: RV and vsini of Ib supergiant stars

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'A catalog of rotational and radial velocities for evolved stars. II. Ib supergiant stars.' (bibcode: 2002A&A...395...97D)
DOI: 10.26093/cds/vizier.33970133
title: Star-forming complexes in the Galaxy

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Star-forming complexes and the spiral structure of our Galaxy.' (bibcode: 2003A&A...397..133R)
DOI: 10.26093/cds/vizier.33991135
title: JHK photometry around Sh 217 and Sh 219

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Sequential star formation at the periphery of the HII regions Sh 217 and Sh 219.' (bibcode: 2003A&A...399.1135D)
DOI: 10.26093/cds/vizier.34071039
title: X-ray power spectra of Cygnus X-1

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Long term variability of Cygnus X-1 I. X-ray spectral-temporal correlations in the hard state.' (bibcode: 2003A&A...407.1039P)
DOI: 10.26093/cds/vizier.34080067
title: LSB galaxies in near-infrared. II.

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'A search for Low Surface Brightness galaxies in the near-infrared. II. Arecibo HI line observations.' (bibcode: 2003A&A...408...67M)
DOI: 10.26093/cds/vizier.34090361
title: Extension of ICRF for selected areas down to V=16

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Extension of the ICRF for selected areas down to the 16th magnitude - II.' (bibcode: 2003A&A...409..361C)
DOI: 10.26093/cds/vizier.34450901
title: BV(RI)c bands of Cepheids in IC 1613

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Variable stars in nearby galaxies. VII. P-L relation in the BVRI bands of Cepheids in IC 1613.' (bibcode: 2006A&A...445..901A)
DOI: 10.26093/cds/vizier.34970667
title: WINGS: Deep optical phot. of 77 nearby clusters

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'WINGS: A WIde-field Nearby Galaxy-cluster Survey. II. Deep optical photometry of 77 nearby clusters.' (bibcode: 2009A&A...497..667V)
DOI: 10.6084/m9.figshare.21507189.v8
title: GAN2000 - MODEL WEIGHTS

description: GAN2000_CAN5800_DEPLOY.zip DATASET/gan2000.csv : url of GAN2000 DATASET/can5800.csv : url of CAN5800 DATASET/download.py : download script Stylegan3-cpu : for generating fakes; not for training <br> PKLs.zip C10000.pkl : Pretrained model; 10000 kimg M500.pkl : GAN20000; melanoma N500.pkl : GAN20000; melanoma MN500.pkl : For morphing; melanoma and nevus <br> mn500.zip : sample images; seed 0~10000 m500.zip : sample images; seed 0~10000 n500.zip : sample images; seed 0~10000 <br> MN500.mp4 : GAN fine-tuning (0 ticks ~ 500 ticks)
DOI: 10.26093/cds/vizier.35070227
title: NGC 7129 pre-main sequence stars

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'A Chandra and Spitzer census of the young star cluster in the reflection nebula NGC 7129.' (bibcode: 2009A&A...507..227S)
DOI: 10.26093/cds/vizier.35170076
title: Near-IR spectrum of 2M1207b

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The highest resolution near-infrared spectrum of the imaged planetary mass companion 2M1207b.' (bibcode: 2010A&A...517A..76P)
DOI: 10.26093/cds/vizier.35210019
title: 21 Lutetia UBVRI light curves

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Multi-color, rotationally resolved photometry of asteroid 21 Lutetia from OSIRIS/Rosetta observations.' (bibcode: 2010A&A...521A..19L)
DOI: 10.26093/cds/vizier.35340016
title: WASP-22 and WASP-26 photometry and velocities

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Spin-orbit measurements and refined parameters for the exoplanet systems WASP-22 and WASP-26.' (bibcode: 2011A&A...534A..16A)
DOI: 10.26093/cds/vizier.35400135
title: AGB population of NGC 6822

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The AGB population of NGC 6822: distribution and C/M ratio from JHK photometry.' (bibcode: 2012A&A...540A.135S)
DOI: 10.26093/cds/vizier.35430054
title: 61 main-sequence and subgiant oscillations

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Oscillation mode frequencies of 61 main-sequence and subgiant stars observed by Kepler.' (bibcode: 2012A&A...543A..54A)
DOI: 10.26093/cds/vizier.35440155
title: HST photometry of M31 globular clusters

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The horizontal branch luminosity vs. metallicity in M31 globular clusters.' (bibcode: 2012A&A...544A.155F)
DOI: 10.26093/cds/vizier.35450097
title: 0.8-6{mu}m calibrated spectrum of 55 Cnc

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'ACME stellar spectra. I. Absolutely calibrated, mostly empirical flux densities of 55 Cancri and its transiting planet 55 Cancri e.' (bibcode: 2012A&A...545A..97C)
DOI: 10.26093/cds/vizier.35490018
title: WASP-30 and J1219-39 light & velocity curves

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Photometric and radial velocity data from WASP-30 and J1219-39 from The EBLM Project. I. Physical and orbital parameters, including spin-orbit angles, of two low-mass eclipsing binaries on opposite sides of the Brown Dwarf limit.' (bibcode: 2013A&A...549A..18T)
DOI: 10.26093/cds/vizier.35510002
title: Light curves of DP CVn and DI Psc

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Doppler imaging of stellar surface structure. XXIV. The lithium-rich single K-giants DP Canum Venaticorum and DI Piscium.' (bibcode: 2013A&A...551A...2K)
DOI: 10.26093/cds/vizier.35520140
title: SEDs of M33 HII regions

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Spectral energy distributions of HII regions in M33 (HerM33es).' (bibcode: 2013A&A...552A.140R)
DOI: 10.26093/cds/vizier.35540106
title: Abundance study of LMC post-AGB stars

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Detailed abundance study of four s-process enriched post-AGB stars in the Large Magellanic Cloud.' (bibcode: 2013A&A...554A.106V)
DOI: 10.26093/cds/vizier.35590003
title: Low-mass stars in Trumpler 37

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The low-mass stellar population in the young cluster Tr37: Disk evolution, accretion, and environment.' (bibcode: 2013A&A...559A...3S)
DOI: 10.26093/cds/vizier.35610137
title: Optical spectra of IGR J21343+4738

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Disc-loss episode in the Be shell optical counterpart to the high-mass X-ray binary IGR J21343+4738.' (bibcode: 2014A&A...561A.137R)
DOI: 10.26093/cds/vizier.35640116
title: HI supershells catalogue

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'A new catalogue of HI supershell candidates in the outer part of the Galaxy.' (bibcode: 2014A&A...564A.116S)
DOI: 10.26093/cds/vizier.35640079
title: Proper motions of open clusters from UCAC4

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Proper motions of the optically visible open clusters based on the UCAC4 catalog.' (bibcode: 2014A&A...564A..79D)
DOI: 10.26093/cds/vizier.35660035
title: Radial velocities of HD 41248

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The HARPS search for southern extra-solar planets. XXXV. The interesting case of HD 41248: stellar activity, no planets?' (bibcode: 2014A&A...566A..35S)
DOI: 10.26093/cds/vizier.35660036
title: Subaru H images of UM673

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'New near-infrared observations and lens-model constraints for UM673.' (bibcode: 2014A&A...566A..36K)
DOI: 10.26093/cds/vizier.35660041
title: NGC 5427 WiFeS data cubes

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Probing the physics of the narrow-line regions of Seyfert galaxies. I. The case of NGC 5427.' (bibcode: 2014A&A...566A..41D)
DOI: 10.26093/cds/vizier.35680019
title: Photometry of 3 {gamma}-ray burst supernovae

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'A trio of gamma-ray burst supernovae: GRB 120729A, GRB 130215A/SN 2013ez and GRB 130831A/SN 2013fu.' (bibcode: 2014A&A...568A..19C)
DOI: 10.26093/cds/vizier.35680065
title: NGC 7129 FIRS 2 interferometric 1-D spectrum

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The hot core towards the intermediate mass protostar NGC 7129 FIRS 2: Chemical similarities with Orion KL.' (bibcode: 2014A&A...568A..65F)
DOI: 10.26093/cds/vizier.35680075
title: GRB 130925A GROND light curves

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'GROND coverage of the main peak of gamma-ray burst 130925A.' (bibcode: 2014A&A...568A..75G)
DOI: 10.26093/cds/vizier.35720116
title: The VISTA Carina Nebula Survey

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The VISTA Carina Nebula Survey. I. Introduction and source catalog.' (bibcode: 2014A&A...572A.116P)
DOI: 10.26093/cds/vizier.35730124
title: Kepler-117 (KOI-209) transit-timing variations

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'SOPHIE velocimetry of Kepler transit candidates. XIV. A joint photometric, spectroscopic, and dynamical analysis of the Kepler-117 system.' (bibcode: 2015A&A...573A.124B)
DOI: 10.26093/cds/vizier.35730065
title: Spectra of young planetary nebulae

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Evolution of the central stars of young planetary nebulae.' (bibcode: 2015A&A...573A..65H)
DOI: 10.26093/cds/vizier.35760048
title: Radial velocity monitoring for 6 stars

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The HARPS search for southern extra-solar planets. XXXVII. Five new long-period giant planets and a system update.' (bibcode: 2015A&A...576A..48M)
DOI: 10.23645/epacomptox.21611286
title: AcToR: MySQL Dump File

description: The Aggregated Computational Toxicology Resource (ACToR) is the EPA's online aggregator of &gt;1,000 worldwide public sources of environmental chemical data. The data includes information on chemical production, exposure, occurrence, hazard, and risk management. The publication can be referenced here. <br> Science Inventory, CCTE products: https://cfpub.epa.gov/si/si_public_search_results.cfm?advSearch=true&showCriteria=2&keyword=CCTE&TIMSType=&TIMSSubTypeID=&epaNumber=&ombCat=Any&dateBeginPublishedPresented=07/01/2017&dateEndPublishedPresented=&dateBeginUpdated=&dateEndUpdated=&DEID=&personName=&personID=&role=Any&journalName=&journalID=&publisherName=&publisherID=&sortBy=pubDate&count=25
DOI: 10.5281/zenodo.7352705
title: Dataset for "Energy markets and allocative efficiency in an energy transition context" paper

description: This upload contains the dataset used on the paper "Energy markets and allocative efficiency in an energy transition context" analysis.
DOI: 10.5281/zenodo.7352704
title: Dataset for "Energy markets and allocative efficiency in an energy transition context" paper

description: This upload contains the dataset used on the paper "Energy markets and allocative efficiency in an energy transition context" analysis.