cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1594/ieda/317029
title: Underway Hydrographic, Weather and Ship-state Data (JGOFS) from Laurence M. Gould expedition LMG1007 (2010)

description: This data set was acquired with a ship-based Echosounder Sonar, Fluorometer, Meteorological Sensor, Thermosalinograph, and Navigation system during Laurence M. Gould expedition LMG1007 conducted in 2010 (Investigator(s): Dr. Dave Leger). These data files are of JGOFS format and include Meteorological, Visible Radiation, Infrared Radiation, Temperature, Bathymetry, Salinity, Conductivity, Fluorescence, and Navigation data. This data set was created from calibrated data decimated at 1-minute intervals. Several fields are derived measurements from more than a single raw input. Data were acquired while the Laurence M. Gould was in transit.
DOI: 10.1594/ieda/317125
title: Processed Current Meter Time Series Data from the East Pacific Rise at 9N  from November 2004 through April 2005

description: This data set was acquired with a AADI RCM-11 CurrentMeter and AADI RCM-8 CurrentMeter deployed during Atlantis expedition AT11-20 in 2004 (Chief Scientist: Dr. Marvin Lilley) and recovered on Atlantis expedition AT11-26 (Chief Scientist: Costantino Vetriani). Investigator(s): Dr. Diane Adams and Dr. Lauren Mullineaux. These data files are of Text File (ASCII) format and include Current Measurement time series data from November 2004 through April 2005 that were processed after data collection. Data were acquired as part of the project(s): Biocomplexity: Smart Sensors for In Situ Monitoring of Hydrothermal Vent Systems, Establishing a Role for Fe and S Microbial Metabolism in Ocean Crust Weathering, Time-Series Larval Studies in the Deep Sea, and The Interaction of Microbial Biofilms and Fluid Chemistry on Larval Settlement, and funding was provided by NSF grant(s): OCE01-19999, OCE02-41791, and with funding from the WHOI Deep Ocean Exploration Institute. This data was cited by Adams et al., 2011.
DOI: 10.1594/ieda/310568
title: Processed ship-based Navigation Data acquired during the Robert D. Conrad expedition RC0501 (1963)

description: This data set was acquired with a ship-based Navigation system during Robert D. Conrad expedition RC0501 conducted in 1963 (Chief Scientist: Dr. Sam Gerard). These data files are of Text File (ASCII) format and include Navigation data and were processed after data collection.
DOI: 10.26022/ieda/316423
title: Processed ship-based Multibeam Sonar Data (version 2) acquired off the coast of California during the Melville expedition AVON11MV (1999)

description: This data set was acquired with a ship-based SeaBeam 2000 Multibeam Sonar system during Melville expedition AVON11MV conducted in 1999 (Chief Scientist: Dr. James Mercer). These data files are of MBSystem format and include Swath Bathymetry data and were processed at sea using the open source MB-System multibeam sonar processing software. These data are included in the GMRT Synthesis, version 1.
DOI: 10.6084/m9.figshare.24452498
title: Additional file 1 of Picky with peakpicking: assessing chromatographic peak quality with simple metrics in metabolomics

description: Additional file 1: Table S1 Model parameters and significance according to both logistic and random forest models: Model outputs from the full (all parameters) model trained on the combined Falkor and MESOSCOPE datasets. The parameter name is reported alongside its more detailed name, with the logistic model estimate, standard error, test statistic, and p-value for each predictive term. We also included the estimate obtained from the elastic net model (α = 0.5) and the accuracy and Gini index decreases per term. NA values are reported for several terms that were removed from the non-regularized regression because they were too highly correlated with other parameters. Table S2 Confusion matrices for logistic, regularized, and random forest regressions: Confusion matrices reported in long format for the different models reported in this manuscript. Models were all both internally tested using the same dataset for testing and training as well as cross-validated against the other fully labeled dataset. For the two-parameter model, we also report the values obtained when training on the two datasets combined (train = Both). For each model and test-train set we report the absolute number of false positives (manually labeled as "Bad" but model labeled as "Good"), false negatives (manually labeled as "Good" but model labeled as "Bad"), true positives (both manual and model labelled as "Good"), and true negatives (both manual and model labeled as "Bad") as well as the calculated false discovery rate (FDR, calculated as FP/(FP + TP)) and the fraction of good features found (GFF, calculated as TP/(TP + FN)). Unless otherwise specified, all values reported here used a likelihood threshold of 0.5 for categorization. Table S3 Internal standards used for normalization: Isotope-labeled internal standards used for the best-matched internal standard normalization procedure as denoted in Boysen et al. (2018).
DOI: 10.1594/ieda/312811
title: Processed ship-based Navigation Data acquired during the Thomas G. Thompson expedition TN225-2 (2008)

description: This data set was acquired with a ship-based Navigation system during Thomas G. Thompson expedition TN225-2 conducted in 2008 (Chief Scientist: Dr. Craig Moyer). These data files are of Text File (ASCII) format and include Navigation data and were processed after data collection.
DOI: 10.1594/ieda/306504
title: Processed ROV Jason II Navigation Data from the Lau Back-arc Basin acquired during the Melville expedition TUIM07MV (2005)

description: This data set was acquired with a Navigation system on the ROV Jason II during Melville expedition TUIM07MV conducted in 2005 (Chief Scientist: Dr. Charles Fisher; Investigator(s): Dr. Vicki Ferrini). These data files are of Text File (ASCII) format and include Navigation data and were processed after data collection. Data were acquired as part of the project(s): Site evaluations and background studies of interactions among fluid chemistry, physiology, and community ecology and Venture Deep Ocean, Lau Basin Expedition 5 of 5, and funding was provided by NSF grant(s): OCE02-40896, OCE02-40982, OCE02-40985, and OCE02-41250.
DOI: 10.1594/ieda/315622
title: Ship-based Trackline Geophysical Data (MGD77) from the PacificOcean:Southern acquired during the Eltanin expedition ELT25 (1966)

description: This data set was acquired with a ship-based Magnetometer and Echosounder Sonar during Eltanin expedition ELT25 conducted in 1966 (Chief Scientist: Dr. Albert P. Crary). These data files are of MGD77 format and include Magnetic Field and Singlebeam Bathymetry data and were processed after data collection.
DOI: 10.1594/ieda/308089
title: Underway Hydrographic, Weather and Ship-state Data (JGOFS) from Laurence M. Gould expedition LMG0406 (2004)

description: This data set was acquired with a ship-based Knudsen 320BR Echosounder Sonar, Navigation system, Thermosalinograph, Meteorological Sensor, and Fluorometer during Laurence M. Gould expedition LMG0406 conducted in 2004 (Investigator(s): Dr. Dave Leger). These data files are of JGOFS format and include Meteorological, Navigation, Fluorescence, Conductivity, Bathymetry, Infrared Radiation, Visible Radiation, Temperature, and Salinity data. This data set was created from calibrated data decimated at 1-minute intervals. Several fields are derived measurements from more than a single raw input. Data were acquired while the Laurence M. Gould was in transit.
DOI: 10.1594/ieda/309771
title: Processed CTD and ADCP Sonar Data from the Weddell Sea near Antarctica acquired during the Polarstern expedition ANTXXII-2 (2004)

description: This data set was acquired with a CTD and ADCP Sonar during Polarstern expedition ANTXXII-2 conducted in 2004 (Chief Scientist: Dr. Michael Spindler; Investigator(s): Dr. Miles McPhee). These data files are of Matlab Binary format and include Turbulence, Temperature, and Salinity data and were processed after data collection. Data were acquired as part of the project(s): ISPOL - Ice Station Polarstern.
DOI: 10.1594/ieda/313091
title: Processed ship-based Navigation Data acquired during the Vema expedition V2013 (1964)

description: This data set was acquired with a ship-based Navigation system during Vema expedition V2013 conducted in 1964 (Chief Scientist: Dr. Charles Drake). These data files are of Text File (ASCII) format and include Navigation data and were processed after data collection.
DOI: 10.1594/ieda/100377
title: Processed Multibeam Sonar Data (version 1) from the Ross Sea acquired during Nathaniel B. Palmer expedition NBP0409 (2004)

description: This data set was acquired with a Kongsberg model EM120 multibeam sonar system during Nathaniel B. Palmer expedition NBP0409 conducted in 2004 (Chief Scientist: Dr. Ronald Kiene). These data files include Acoustic Backscatter, Sidescan, Swath Bathymetry data and were processed at sea using the open source MB-System multibeam sonar processing software. These data are included in the GMRT Synthesis, beginning with version 1. Data were acquired as part of the project(s): Impact of solar radiation and nutrients on biogeochemical cycling of DMSP and DMS in the Ross Sea, and funding was provided by the U.S. National Science Foundation.
DOI: 10.1594/ieda/311785
title: Processed ship-based Navigation Data from the Gulf of Mexico acquired during the Marcus G. Langseth expedition MGL0802 (2008)

description: This data set was acquired with a ship-based C&C Technologies CNAV Navigation system during Marcus G. Langseth expedition MGL0802 conducted in 2008 (Chief Scientist: Dr. Maya Tolstoy). These data files are of Text File (ASCII) format and include Navigation data and were processed after data collection. Data were acquired as part of the project(s): Calibration of R/V Langseth Seismic Sources - Part II, and funding was provided by NSF grant(s): OCE06-24599.
DOI: 10.1594/ieda/317043
title: Underway Hydrographic, Weather and Ship-state Data (JGOFS) from Laurence M. Gould expedition LMG1008 (2010)

description: This data set was acquired with a ship-based Fluorometer, Meteorological Sensor, Thermosalinograph, Echosounder Sonar, and Navigation system during Laurence M. Gould expedition LMG1008 conducted in 2010 (Investigator(s): Dr. Dave Leger). These data files are of JGOFS format and include Salinity, Temperature, Visible Radiation, Conductivity, Bathymetry, Navigation, Fluorescence, Infrared Radiation, and Meteorological data. This data set was created from calibrated data decimated at 1-minute intervals. Several fields are derived measurements from more than a single raw input. Data were acquired while the Laurence M. Gould was in transit.
DOI: 10.1594/ieda/322030
title: Raw Seismic Shot Time Navigation Data from the South China Sea acquired during the Robert D. Conrad expedition RC2613 (1985)

description: This data set was acquired with a Multi-Channel Seismic system during Robert D. Conrad expedition RC2613 conducted in 1985 (Chief Scientist: Dr. John Diebold). These data files are of Text File (ASCII) format and include Seismic Shot Time Navigation data that have not been processed. Funding was provided by NSF grant(s): OCE84-15973.
DOI: 10.6084/m9.figshare.24452610
title: Additional file 2 of Progressive mechanical and structural changes in anterior cerebral arteries with Alzheimer’s disease

description: Additional file 2.
DOI: 10.1594/ieda/321922
title: Raw Wide-Angle Shot Data (Sonobuoy) from the Blake Ridge acquired during the Robert D. Conrad expedition RC2810 (1987)

description: This sonobuoy data set was acquired during Robert D. Conrad expedition RC2810 conducted in 1987 (Chief Scientist: Dr. Robert Detrick; Investigator(s): Dr. Robert Detrick and Dr. John Mutter). These data were acquired during multi (or single) channel seismic operations and the seismic shot time navigation file for MCS operations should be used for processing the sonobuoy data. Data files are of SEGY format and include Wide-Angle Seismic shot data that have not been processed.
DOI: 10.1594/ieda/315530
title: Ship-based Trackline Geophysical Data (MGD77) acquired during the Vema expedition V3311 (1976)

description: This data set was acquired with a ship-based Magnetometer, Echosounder Sonar, and Gravimeter during Vema expedition V3311 conducted in 1976 (Chief Scientist: Dr. Manik Talwani). These data files are of MGD77 format and include Singlebeam Bathymetry, Gravity Field, and Magnetic Field data and were processed after data collection.
DOI: 10.1594/ieda/322026
title: Raw Multi-Channel Seismic Shot Time Navigation Data from the South China Sea acquired during the Vema expedition V3614 (1980)

description: This data set was acquired with a Multi-Channel Seismic system during Vema expedition V3614 conducted in 1980 (Chief Scientist: Dr. Robert Leyden). These data files are of Text File (ASCII) format and include Seismic Shot Time Navigation data that have not been processed.
DOI: 10.1594/ieda/313111
title: Processed ship-based Navigation Data acquired during the Vema expedition V2110 (1965)

description: This data set was acquired with a ship-based Navigation system during Vema expedition V2110 conducted in 1965 (Chief Scientist: Dr. Paul Chelminski). These data files are of Text File (ASCII) format and include Navigation data and were processed after data collection.
DOI: 10.26022/ieda/316235
title: Processed ship-based Multibeam Sonar Data (version 2) acquired along the Southwest Indian Ridge Spreading Center during the Knorr expedition KN162-09 (2001)

description: This data set was acquired with a ship-based SeaBeam 2112 Multibeam Sonar system during Knorr expedition KN162-09 conducted in 2001 (Chief Scientist: Dr. Henry Dick). These data files are of MBSystem format and include Sidescan, Acoustic Backscatter, and Swath Bathymetry data and were processed by the GMRT Team using the open source MB-System multibeam sonar processing software as part of the GMRT Synthesis effort. These data are included in the GMRT Synthesis, version 1.
DOI: 10.6084/m9.figshare.24452610.v1
title: Additional file 2 of Progressive mechanical and structural changes in anterior cerebral arteries with Alzheimer’s disease

description: Additional file 2.
DOI: 10.1594/ieda/319366
title: Uncalibrated Hydrographic Data acquired with a CTD in the Drake Passage during the Laurence M. Gould expedition LMG1211 (2012)

description: This data set was acquired with a Sea-Bird SBE-9 CTD during Laurence M. Gould expedition LMG1211 conducted in 2012 (Chief Scientist: Dr. Eugene Domack). These data files are of SEASOFT format and include Pressure, Fluorescence, Temperature, and Conductivity data that have not been processed.
DOI: 10.6084/m9.figshare.26767159
title: Data supporting results from Section 4.2 ARPANET

description: 'Exp2_Rc' - network reliabilities at level d=6 estimated in 1000 experiments by investigated algorithms: doi.org/10.1016/j.ress.2021.108289, doi.org/10.1016/j.simpat.2023.102865, and Kozyra's MC-reduction parallel simulation algorithm from section 3 with ith versions of parameters L and k for i in {1,2,3,4}. Notation occurring in this file is explained in Table 3'Exp2_RKi' network reliabilities at all levels changing over time estimated by Kozyra's MC-reduction parallel simulation algorithm from section 3 with ith versions of parameters L and k for i in {1,2,3,4}'Exp2_RP' - the mean relative precision indicators computed by formula (7) for Exp2_RK1 and Exp2_RK_{i+1} for i in {1,2,3}'Exp2_T' - running times of investigated algorithms. Notation occurring in this file is explained in Table 3
DOI: 10.6084/m9.figshare.26767159.v1
title: Data supporting results from Section 4.2 ARPANET

description: 'Exp2_Rc' - network reliabilities at level d=6 estimated in 1000 experiments by investigated algorithms: doi.org/10.1016/j.ress.2021.108289, doi.org/10.1016/j.simpat.2023.102865, and Kozyra's MC-reduction parallel simulation algorithm from section 3 with ith versions of parameters L and k for i in {1,2,3,4}. Notation occurring in this file is explained in Table 3'Exp2_RKi' network reliabilities at all levels changing over time estimated by Kozyra's MC-reduction parallel simulation algorithm from section 3 with ith versions of parameters L and k for i in {1,2,3,4}'Exp2_RP' - the mean relative precision indicators computed by formula (7) for Exp2_RK1 and Exp2_RK_{i+1} for i in {1,2,3}'Exp2_T' - running times of investigated algorithms. Notation occurring in this file is explained in Table 3
DOI: 10.1594/ieda/311819
title: Processed ship-based Navigation Data  acquired during the Laurence M. Gould expedition LMG0005 (2000)

description: This data set was acquired with a ship-based Navigation system during Laurence M. Gould expedition LMG0005 conducted in 2000 (Chief Scientist: Dr. Ken L. Smith). These data files are of MGDS:Nav format and include Primary Navigation data and were processed after data collection. Funding was provided by NSF grant(s): ANT97-27077.
DOI: 10.1594/ieda/322347
title: Processed ship-based Navigation Data from the Antarctic Peninsula acquired during the Laurence M. Gould expedition LMG1505B (2015)

description: This data set was acquired with a ship-based Navigation system during Laurence M. Gould expedition LMG1505B conducted in 2015 (). These data files are of Text File (ASCII) format and include Navigation data and were processed after data collection.
DOI: 10.1594/ieda/311831
title: Processed ship-based Navigation Data  acquired during the Laurence M. Gould expedition LMG0008 (2000)

description: This data set was acquired with a ship-based Navigation system during Laurence M. Gould expedition LMG0008 conducted in 2000 (Investigator(s): Dr. Dave Leger). These data files are of MGDS:Nav format and include Primary Navigation data and were processed after data collection. Data were acquired while the Laurence M. Gould was in transit.
DOI: 10.1594/ieda/320974
title: MR1 sidescan and phase bathymetry data (version 1), Northern Galapagos, Melville cruise MV1007 (2010)

description: Towed MR1 sidescan and phase bathymetry data (version 1) for the Northern Galapagos, collected in 2010 during Melville cruise MV1007 (investigator Karen Harpp). Bathymetry values are raw and include outliers. These data files were generated by the Hawaii Mapping Research Group (HMRG) and are in the HMRG Bathymetry/Sidescan (BS) format. The data files were acquired as part of the project called Plume-Ridge Interaction in the Northern Galapagos: Understanding mantle-lithosphere dynamics through geochemistry, geophysical mapping, and gravity modeling, with funding provided by NSF grant OCE09-26491.
DOI: 10.1594/ieda/305689
title: Processed Fluid Chemistry Data from the East Pacific Rise at 9N acquired during New Horizon expedition TCS06NH (2006)

description: This data set was acquired with a Bottle Fluid Sampler during CTD casts on New Horizon expedition TCS06NH conducted in 2006 (Chief Scientist: Dr. James Cowen). The data files are in Microsoft Excel format and include Fluid Chemistry data that has not been processed. The data was acquired as part of the projects: A Ridge 2000 Time Critical Studies Response Cruise to an Eruptive Event; Traps and Pumps for Hydrothermal Sampling; Oceanographic and Topographic Influences on Dispersal of Hydrothermal Vent Species; Continuation Time-Series Responses to a Mid-Ocean Ridge Volcanic Event: Juan de Fuca and Gorda Ridges; and, ABR: Detailed Mapping and Modeling of Submarine Lava Flows and Emplacement Processes: The East Pacific Rise 9 deg 25'N to 9 deg 55'N. Funding was provided by NSF grants: OCE02-22069, OCE04-24953, and OCE05-25863. This data was cited by Love et al., 2008, Tolstoy et al., 2006, and Cowen et al., 2007.
DOI: 10.1594/ieda/306942
title: Seismic Shot Point Navigation Data from the Western Atlantic Ocean acquired during the R/V Robert D. Conrad expedition RC2101 (1977)

description: This data set was acquired with the LDEO Multi-Channel Seismic system during R/V Robert D. Conrad expedition RC2101 conducted in 1977 (Chief Scientist: Dr. Charles Windisch). These data files are of ASCII format and include Seismic Shot Point Navigation data that provide the primary seismic navigation source for this cruise. Funding was provided by NSF grant: N00014-75-C-0210.
DOI: 10.1594/ieda/309869
title: Processed INSECT Chemistry Probe Data (ASCII format) from the East Pacific Rise at 9N - East Wall Vent acquired during the Atlantis expedition AT11-26 (2005)

description: This data set was acquired with a INSECT Chemistry Probe during Atlantis expedition AT11-26 conducted in 2005 (Chief Scientist: Dr. Costantino Vetriani; Investigator(s): Dr. George Luther). These data files are of Text File (ASCII) format and include Fluid Chemistry data that have not been processed. Data were acquired as part of the project(s): Integrated Studies of Biological Community Structure at Deep-Sea Hydrothermal Vents, Seismic Monitoring of the 9N East Pacific Rise, and Student Experiments at Sea (SEAS), and funding was provided by NSF grant(s): OCE03-26434, OCE03-27261, OCE03-27283, and OCE03-27353. This data was cited by Nees et al., 2008, Nees et al., 2009, and Luther et al., 2012.
DOI: 10.6084/m9.figshare.26633136
title: Additional file 3 of Progressive mechanical and structural changes in anterior cerebral arteries with Alzheimer’s disease

description: Additional file 3.
DOI: 10.1594/ieda/312337
title: Processed ship-based Navigation Data  acquired during the Nathaniel B. Palmer expedition NBP0301 (2003)

description: This data set was acquired with a ship-based Yokogawa Gyro Navigation system, Trimble 20636-00SM Navigation system, Ashtech ADU2 Navigation system, and Navigation system during Nathaniel B. Palmer expedition NBP0301 conducted in 2003 (Chief Scientist: Dr. Lou Bartek). These data files are of MGDS:Nav format and include Primary Navigation data and were processed after data collection. Data were acquired as part of the project(s): Transit, and funding was provided by NSF grant(s): OPP00-87392.
DOI: 10.1594/ieda/314957
title: Ship-based Trackline Geophysical Data (MGD77) acquired during the Nathaniel B. Palmer expedition NBP0008 (2000)

description: This data set was acquired with a ship-based Gravimeter and Subbottom Profiler during Nathaniel B. Palmer expedition NBP0008 conducted in 2000 (Chief Scientist: Dr. Stan Jacobs). These data files are of MGD77 format and include Bathymetry, Gravity (Field and Free Air Anomaly) data that were processed during the cruise. Data were acquired as part of the project(s): Shelf and Bottom Water Formation Near East Antarctic Polynyas and Glaciers and Circumpolar Deep Water and the West Antarctic Ice Sheet, and funding was provided by NSF grant(s): OPP97-25024 and OPP99-09374
DOI: 10.1594/ieda/314959
title: Ship-based Trackline Geophysical Data (MGD77) acquired during the Nathaniel B. Palmer expedition NBP0103 (2001)

description: This data set was acquired with a ship-based Gravimeter and Subbottom Profiler during Nathaniel B. Palmer expedition NBP0103 conducted in 2001 (Chief Scientist: Dr. Peter Wiebe). These data files are of MGD77 format and include Bathymetry, Gravity (Field and Free Air Anomaly) data that were processed during the cruise. Data were acquired as part of the project(s): SO GLOBEC: Seabird distribution and abundance, SO GLOBEC: Water-column phytoplankton primary productivity, SO GLOBEC: Zooplankton distribution, abundance in the water column and sea-ice/water column boundary, SO GLOBEC: Water-column nutrient analysis, and SO GLOBEC: Hydrographic modeling, both biological and physical, and funding was provided by NSF grant(s): OPP02-34163, OPP05-23166, OPP05-28728, OPP92-07157, ANT99-10007, OPP99-10096, and OPP99-40880