cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48370/ofd/tvt3xx/meh4ap
title: Zmorsznik mały (Pseudovadonia livida) 1.JPG

description: :unav
DOI: 10.48370/ofd/tvt3xx
title: Zmorsznik mały (Pseudovadonia livida (Fabricius, 1766)), C-40

description: Coleoptera collection
DOI: 10.48370/ofd/raoosw/lnf031
title: Zmorsznik mały (Pseudovadonia livida).JPG

description: :unav
DOI: 10.48370/ofd/raoosw
title: Zmorsznik mały (Pseudovadonia livida (Fabricius, 1766)), C-41

description: Coleoptera collection
DOI: 10.48370/ofd/kh65gf/a45hk2
title: kwiatówka karminowa (nivellia sanguinosa) 1.JPG

description: :unav
DOI: 10.48370/ofd/kh65gf
title: Kwiatówka karminowa (Nivellia sanquinosa (Gyllenhal, 1827)), C-42

description: Coleoptera collection
DOI: 10.48370/ofd/e94x7z/qatjnq
title: kwiatówka karminowa (nivellia sanguinosa).JPG

description: :unav
DOI: 10.48370/ofd/e94x7z
title: Kwiatówka karminowa (Nivellia sanquinosa (Gyllenhal, 1827)), C-43

description: Coleoptera collection
DOI: 10.48370/ofd/8jj8dh/pw6zdf
title: Rozpylak zielonawy Acmaeops angusticollis 1.JPG

description: :unav
DOI: 10.48370/ofd/8jj8dh
title: Rozpylak zielonawy (Acmaeops angusticollis (Gebler, 1833)), C-33

description: Coleoptera collection
DOI: 10.48370/ofd/6uklna/r8dajg
title: Zmorsznik ciemny (Leptura aethiops).JPG

description: :unav
DOI: 10.48370/ofd/6uklna
title: Zmorsznik ciemny (Leptura aethiops Poda, 1761), C-54

description: Coleoptera collection
DOI: 10.48370/ofd/vpni1e/8iwm6d
title: Zmorsznik ciemny (Leptura aethiops) 1.JPG

description: :unav
DOI: 10.48370/ofd/vpni1e
title: Zmorsznik ciemny (Leptura aethiops Poda, 1761), C-53

description: Coleoptera collection
DOI: 10.48370/ofd/m43hee/auoxub
title: Zmorsznik podobny (Leptura annularis) 1.JPG

description: :unav
DOI: 10.48370/ofd/kapg1k/ahhjme
title: Zmorsznik podobny (Leptura annularis).JPG

description: :unav
DOI: 10.48370/ofd/m43hee
title: Zmorsznik podobny (Leptura annularis Fabricius, 1801), C-52

description: Coleoptera collection
DOI: 10.5281/zenodo.6203105
title: A Dataset for detecting Change Coupling and Structural Dependencies.

description: <strong>Introduction</strong> This repository hosts the results of runs evaluating the first developments of prototype tool for detecting Change Coupling and Structural Dependencies in the context of cyber-physical-systems(CPS). This tool analyzes the projects' code repository history and uses rule mining to detect logistical couplings, it also analyzes the source code to detect which of those changes have additional structural dependencies. The two datasets are the result from the analysis of two popular GitHub CPS projects: Eclipse Concierge (Java) — a small-footprint implementation of the OSGi Core Specification optimized for mobile and embedded devices.<sup>1</sup> PX4 — a flight control solution for drones, that also contains a Drone Middleware Platform, providing drivers and middleware to run drones <sup>2</sup> The datasets were generated by running a change coupling and structural dependencies analyzer, that is a prototype under development. The resulting raw data is available under the <code>project_results/Proj_Name</code> folder. Additionally, in the folder <code>notebooks </code>the user can find examples of how to easily query the functionality offered by the visualization and analytics libraries (in folder <code>analytics)</code>. [1] https://github.com/eclipse/concierge [2] https://github.com/PX4/PX4-Autopilot
description: ACKNOWLEDGMENTS We gratefully acknowledge the Horizon 2020 (EU Commission) support for the projects COSMOS (DevOps for Complex Cyberphysical Systems), Project No. 957254-COSMOS; Innosuisse - Swiss Innovation Agency project ARIES Project No. 45548.1.Credit Author Statement. All authors of this paper contributed equally to all aspects of this paper: Data curation, Conceptualization, Software, Methodology, Investigation, Validation, Writing - original draft & editing.
DOI: 10.48370/ofd/kapg1k
title: Zmorsznik podobny (Leptura annularis Fabricius, 1801), C-51

description: Coleoptera collection
DOI: 10.48370/ofd/bufjtg/rxyb6k
title: Strangalia wysmukła (Strangalia attenuata) 1.JPG

description: :unav
DOI: 10.48370/ofd/bufjtg/rcb2o3
title: Strangalia wysmukła (Strangalia attenuata).JPG

description: :unav
DOI: 10.48370/ofd/l94j0r/ctocry
title: Zmrosznik pręgowany (Leptura quadrifasciata) 1.JPG

description: :unav
DOI: 10.48370/ofd/bufjtg
title: Strangalia wysmukła (Strangalia attenuata (Linnaeus, 1758)), C-50

description: Coleoptera collection
DOI: 10.48370/ofd/l94j0r
title: Zmorsznik pręgowany (Leptura quadrifasciata Linnaeus, 1758), C-49

description: Coleoptera collection
DOI: 10.48370/ofd/agl5k2/rp7mnq
title: Zmrosznik pręgowany (Leptura quadrifasciata).JPG

description: :unav
DOI: 10.48370/ofd/agl5k2
title: Zmorsznik pręgowany (Leptura quadrifasciata (Linnaeus, 1758)), C-48

description: Coleoptera collection
DOI: 10.48370/ofd/g1tc8p/urivwq
title: Zmorsznik bukowy (Leptura aurulenta).JPG

description: :unav
DOI: 10.48370/ofd/g1tc8p
title: Zmorsznik bukowy (Leptura aurulenta (Fabricius, 1793)), C-47

description: Coleoptera collection
DOI: 10.48370/ofd/hgroim/wsbpx2
title: Zmorsznik bukowy (Leptura aurulenta).JPG

description: :unav
DOI: 10.48370/ofd/hgroim
title: Zmorsznik bukowy (Leptura aurulenta (Fabricius, 1793)), C-46

description: Coleoptera collection
DOI: 10.48370/ofd/jgefrt/nfwid2
title: Zmorsznik olbrzymi (Macroleptura thoracica) 1.JPG

description: :unav
DOI: 10.48370/ofd/jgefrt
title: Zmorsznik olbrzymi (Leptura thoracica (Creutzer, 1799)), C-45

description: Coleoptera collection
DOI: 10.48370/ofd/hol3fs/49ia0t
title: Zmorsznik olbrzymi (Macroleptura thoracica).JPG

description: :unav
DOI: 10.48370/ofd/hol3fs
title: Zmorsznik olbrzymi (Leptura thoracica (Creutzer, 1799)), C-44

description: Coleoptera collection
DOI: 10.48370/ofd/yjh1eg/zvccme
title: [Baldurek pstrokaty] Strangalia plamista (Rutpela maculata).JPG

description: :unav
DOI: 10.48370/ofd/yjh1eg
title: Baldurek pstrokaty (Rutpela maculata (Poda, 1761)), C-55

description: Coleoptera collection
DOI: 10.48370/ofd/zytx41/65i4bt
title: Strangalia włochata (Etorofus pubescens).JPG

description: :unav
DOI: 10.48370/ofd/zytx41
title: Strangalia włochatka (Etorofus pubescens (Fabricius, 1787)), C-56

description: Coleoptera collection
DOI: 10.48370/ofd/pwvdo7/y2siom
title: Strangalia włochata (Etorofus pubescens) 1.JPG

description: :unav
DOI: 10.48370/ofd/pwvdo7
title: Strangalia włochatka (Etorofus pubescens (Fabricius, 1787)), C-57

description: Coleoptera collection
DOI: 10.48370/ofd/em5eas/bwyn5b
title: Strangalia włochata (Etorofus pubescens) 2.JPG

description: :unav
DOI: 10.48370/ofd/zzkds6/nsdlt1
title: Zmorsznik czerwony (Corymbia rubra).JPG

description: :unav
DOI: 10.48370/ofd/em5eas
title: Strangalia włochatka (Etorofus pubescens (Fabricius, 1787)), C-58

description: Coleoptera collection
DOI: 10.48370/ofd/zzkds6
title: Zmorsznik czerwony (Stictoleptura rubra (Linnaeus, 1758)), C-59

description: Coleoptera collection
DOI: 10.48370/ofd/w1hejk/psjyff
title: Zmorsznik czerwony (Corymbia rubra) 1.JPG

description: :unav
DOI: 10.48370/ofd/uigd0m/ufoisd
title: Zmorsznik białowieski (stictoleptura variicornis).JPG

description: :unav
DOI: 10.48370/ofd/w1hejk
title: Zmorsznik czerwony (Stictoleptura rubra (Linnaeus, 1758)), C-60

description: Coleoptera collection
DOI: 10.48370/ofd/uigd0m
title: Zmorsznik białowieski (Stictoleptura variicornis (Dalman, 1817)), C-61

description: Coleoptera collection
DOI: 10.48370/ofd/wz09bz/earjzy
title: Zmorsznik białowieski (stictoleptura variicornis) 1.JPG

description: :unav
DOI: 10.48370/ofd/wz09bz
title: Zmorsznik białowieski (Stictoleptura variicornis (Dalman, 1817)), C-62

description: Coleoptera collection
DOI: 10.48370/ofd/qipobc/w7cskf
title: Zmorsznik czarny (Stictoleptura scutellata).JPG

description: :unav
DOI: 10.48370/ofd/qipobc
title: Zmorsznik czarny (Stictoleptura scutellata (Fabricius, 1871)), C-63

description: Coleoptera collection
DOI: 10.25345/c59s1kk9m
title: MassIVE Reanalysis RMSV000000354.3521 - CCMS MassIVE Knowledge Base (MassIVE-KB) MS-GF+ reanalysis of Bioplex AP-MS Dataset for Library Construction, NT5DC3 [launched by fce971e5ede541cca3fc5307a73294d8]
title: Center for Computational Mass Spectrometry (CCMS) systematic reanalysis of public proteomics mass spectrometry (MS) datasets provides a public, large-scale and comparable set of dataset reanalyses results including detailed provenance records. To further facilitate the broad reusability of public proteomics MS data, these reanalyses were also used to build the MassIVE Knowledge Base (MassIVE-KB) spectral library, a community-wide resource derived from hundreds of millions of identified spectra from tens of terabytes of mass spectrometry data.
DOI: 10.48370/ofd/mudxwn/ubqmnw
title: Zmorsznik czarny (Stictoleptura scutellata) 1.JPG

description: :unav
DOI: 10.48370/ofd/mudxwn
title: Zmorsznik czarny (Stictoleptura scutellata (Fabricius, 1871)), C-64

description: Coleoptera collection
DOI: 10.48370/ofd/mpsbzy/iiyjzq
title: Zmorsznik czarnożółty (stictoleptura tesserula).JPG

description: :unav
DOI: 10.48370/ofd/mpsbzy
title: Zmorsznik czarno-żółty (Stictoleptura tesserula (Charpentier, 1825)), C-65

description: Coleoptera collection
DOI: 10.25345/c5610vs68
title: MassIVE Reanalysis RMSV000000354.3522 - CCMS MassIVE Knowledge Base (MassIVE-KB) MS-GF+ reanalysis of Bioplex AP-MS Dataset for Library Construction, AIM2 [launched by fce971e5ede541cca3fc5307a73294d8]
title: Center for Computational Mass Spectrometry (CCMS) systematic reanalysis of public proteomics mass spectrometry (MS) datasets provides a public, large-scale and comparable set of dataset reanalyses results including detailed provenance records. To further facilitate the broad reusability of public proteomics MS data, these reanalyses were also used to build the MassIVE Knowledge Base (MassIVE-KB) spectral library, a community-wide resource derived from hundreds of millions of identified spectra from tens of terabytes of mass spectrometry data.
DOI: 10.25345/c5280502x
title: MassIVE Reanalysis RMSV000000354.3520 - CCMS MassIVE Knowledge Base (MassIVE-KB) MS-GF+ reanalysis of Bioplex AP-MS Dataset for Library Construction, OTUD6B [launched by fce971e5ede541cca3fc5307a73294d8]
title: Center for Computational Mass Spectrometry (CCMS) systematic reanalysis of public proteomics mass spectrometry (MS) datasets provides a public, large-scale and comparable set of dataset reanalyses results including detailed provenance records. To further facilitate the broad reusability of public proteomics MS data, these reanalyses were also used to build the MassIVE Knowledge Base (MassIVE-KB) spectral library, a community-wide resource derived from hundreds of millions of identified spectra from tens of terabytes of mass spectrometry data.
DOI: 10.6084/m9.figshare.19208508
title: Short-term effect of orthokeratology lens wear on choroidal blood flow in children with low and moderate myopia

description: <b>Demographic and biometric and choroidal parameters </b><br>
DOI: 10.6084/m9.figshare.19208508.v1
title: Short-term effect of orthokeratology lens wear on choroidal blood flow in children with low and moderate myopia

description: <b>Demographic and biometric and choroidal parameters </b><br>
DOI: 10.6084/m9.figshare.16860259.v1
title: 4DFlow in the infant aorta, comparing HLHS to controls

description: Flow fields and pressure maps obtained from 4D flow MRI acquisitions in 16 children, 10 of them with hypoplastic left heart syndrome, at 2.5 years.<br>
DOI: 10.25345/c5xg9fb7c
title: MassIVE Reanalysis RMSV000000354.3523 - CCMS MassIVE Knowledge Base (MassIVE-KB) MS-GF+ reanalysis of Bioplex AP-MS Dataset for Library Construction, SMAD9 [launched by fce971e5ede541cca3fc5307a73294d8]
title: Center for Computational Mass Spectrometry (CCMS) systematic reanalysis of public proteomics mass spectrometry (MS) datasets provides a public, large-scale and comparable set of dataset reanalyses results including detailed provenance records. To further facilitate the broad reusability of public proteomics MS data, these reanalyses were also used to build the MassIVE Knowledge Base (MassIVE-KB) spectral library, a community-wide resource derived from hundreds of millions of identified spectra from tens of terabytes of mass spectrometry data.
DOI: 10.25934/pr00007495
title: Analysing Clinical Applicability of CompEx Endpoints 

description: CompEx is a very well researched and promising endpoint for asthma exacerbations developed to accelerate clinical development. The CompEx events recommended by the authors are 2.78 times more frequent than severe exacerbations. The same CompEx endpoints could be very useful in clinical practice. The only immediately obvious factor hindering clinical introduction is the fact that compliance with keeping detailed asthma diaries is much lower in the general asthma population than in trial participants. A secondary factor is the well-known phenomenon of patients fabricating asthma diary data. Our research intends to revisit the CompEx dataset to determine the impact of patient non-compliance on the number of CompEx events detected.
DOI: 10.25345/c5nz80q7w
title: MassIVE Reanalysis RMSV000000354.3527 - CCMS MassIVE Knowledge Base (MassIVE-KB) MS-GF+ reanalysis of Bioplex AP-MS Dataset for Library Construction, ZNF404 [launched by fce971e5ede541cca3fc5307a73294d8]
title: Center for Computational Mass Spectrometry (CCMS) systematic reanalysis of public proteomics mass spectrometry (MS) datasets provides a public, large-scale and comparable set of dataset reanalyses results including detailed provenance records. To further facilitate the broad reusability of public proteomics MS data, these reanalyses were also used to build the MassIVE Knowledge Base (MassIVE-KB) spectral library, a community-wide resource derived from hundreds of millions of identified spectra from tens of terabytes of mass spectrometry data.
DOI: 10.25345/c5sq8qj2r
title: MassIVE Reanalysis RMSV000000354.3525 - CCMS MassIVE Knowledge Base (MassIVE-KB) MS-GF+ reanalysis of Bioplex AP-MS Dataset for Library Construction, ABAT [launched by fce971e5ede541cca3fc5307a73294d8]
title: Center for Computational Mass Spectrometry (CCMS) systematic reanalysis of public proteomics mass spectrometry (MS) datasets provides a public, large-scale and comparable set of dataset reanalyses results including detailed provenance records. To further facilitate the broad reusability of public proteomics MS data, these reanalyses were also used to build the MassIVE Knowledge Base (MassIVE-KB) spectral library, a community-wide resource derived from hundreds of millions of identified spectra from tens of terabytes of mass spectrometry data.
DOI: 10.21413/kuros-2021.l2.v2
title: Level 2 Products from the 2021 campaign of the airborne Ku-Band KuROS radar
title: 2021 campaign - L2 - Version 2

description: This data set contains directional spectra of surface ocean waves obtained from radar observations over the ocean surface with the airborne Ku-Band radar named "KuROS".<br> This data set is relative to the Level 2 product, which contains the density spectrum of wave slopes (directional spectrum) or wave heights (omni-directional spectrum) for ocean waves between about 30 m and 300m in wavelength and for all directions of propagation between 0° and 360° (referred to the true North). Each spectrum corresponds to a 30s- data acquisition, which represents approximately a 3 km distance along the airplane track. Each directional spectrum is provided with a 15° resolution in azimuth and with a 180° ambiguity on the propagation direction of the waves.<br> This data set is relative to the 2021 SUMOS campaign with 17 flights over the gulf of Biscaye, among which 13 were coordinated with CFOSAT passages.
description: The wave spectra are obtained in each azimuth direction from a spectral analysis of the relative modulations of the normalized radar cross-sections in the elevation direction ( footprint of about 800 m) and by assuming a linear relationship between the long wave slopes and the normalized radar cross-section modulations (see Jackson et al, J. Geophys. Res. 1985). The effect of speckle is minimized by using a cross-spectrum analysis between two samples separated by 66ms. Details of the processing are given in Caudal et al, JAOT 2014.
description: The files provide two-dimensional spectra as wave slope spectra (symmetrized from estimations opposite directions at ±180°), omni-directional spectra expressed as wave height spectra, integral parameters of the spectra (wave height, peak direction, peak wavenumber), and a “modulation transfer function” coefficient estimated from the KuROS normalized radar cross-section to convert signal modulation spectra into wave spectra. A filtering of parasitic energy at low wave number has been applied using an empirical model (fitted to a Lorentzian function) and imposing zero energy in the first two wavenumber bins.
DOI: 10.6084/m9.figshare.19208646
title: Statistical analysis of wave propagation properties of equatorial noise observed at low altitudes: Processed spacecraft data

description: This is a dataset of 46 equatorial noise events observed by the DEMETER spacecraft mission, saved in the IDL sav format. Also incldues burst coverage data, a plotting procedure and a simple sav-to-npy conversion code.
DOI: 10.6084/m9.figshare.19208646.v1
title: Statistical analysis of wave propagation properties of equatorial noise observed at low altitudes: Processed spacecraft data

description: This is a dataset of 46 equatorial noise events observed by the DEMETER spacecraft mission, saved in the IDL sav format. Also incldues burst coverage data, a plotting procedure and a simple sav-to-npy conversion code.
DOI: 10.25345/c5j678x4j
title: MassIVE Reanalysis RMSV000000354.3526 - CCMS MassIVE Knowledge Base (MassIVE-KB) MS-GF+ reanalysis of Bioplex AP-MS Dataset for Library Construction, RNFT1 [launched by fce971e5ede541cca3fc5307a73294d8]
title: Center for Computational Mass Spectrometry (CCMS) systematic reanalysis of public proteomics mass spectrometry (MS) datasets provides a public, large-scale and comparable set of dataset reanalyses results including detailed provenance records. To further facilitate the broad reusability of public proteomics MS data, these reanalyses were also used to build the MassIVE Knowledge Base (MassIVE-KB) spectral library, a community-wide resource derived from hundreds of millions of identified spectra from tens of terabytes of mass spectrometry data.
DOI: 10.21413/kuros-2021.l1.v1
title: Level 1 Products from the 2021 campaign of the airborne Ku-Band KuROS radar
title: 2021 campaign - L1 - Version 1

description: This data set contains radar observations of the ocean surface . The instrument is an airborne Ku-Band Doppler radar named "KuROS".<br> This instrument was designed to measure the directional spectra of surface ocean waves , the ocean surface wind vector, and related parameters including the normalized radar cross-section profile with incidence.<br> This data set is relative to the Level 1 product, which contains the radar wave form (intensity and phase) versus range (with 1.5m resolution), the normalized radar cross-section versus incidence angle and ancillary data related to the geometry and localization of observations. The mean incidence angle of the observations is about 12.4° and the normalized radar cross-sections can be estimated from about 5° to about 20°. The observations are acquired over all azimuth angles from 0° to 360°. Level 2 data will correspond to ocean wave spectra estimated from the observations collected between 5° and 20°.<br> This data set is relative to the 2021 SUMOS campaign with 17 flights over the gulf of Biscaye, among which 13 were coordinated with CFOSAT passages.
description: The Level 1 products are obtained from the raw data of KuROS after the following main steps: time integration over 33 ms, conversion to geophysical units, radiometric and geometric corrections to obtain the normalized radar cross-section. See Caudal et al, JTECH 2014 for more details.
description: All the flights were performed at an altitude of about 3000m (±200m) with respect to the surface (some samples have however been acquired when the airplane was at 2000m during flight #14). The instrument has been calibrated before and after the campaign based on 1) laboratory measurements, 2) antenna pattern measurements, 3) calibration flights over corner reflectors. The calibration parameters adopted in the L1 and L2 processing are our best possible evaluation based on this multifold approach, which however cannot guarantee perfect corrections.<br> <br> The KuROS data can be downloaded with 3 possible choices:<br> 1) original 30-s file by 30-s file (the filename gives the mode of radar acquisition, the date and the starting time of acquisition)<br> 2) a compressed file (.zip) containing several 30-s files as selected by the user<br> 3) one or several concatenated files, which group the files with data of a same type (same flight, same antenna, same flight level, same polarisation).<br>
DOI: 10.25345/c5dj58h34
title: MassIVE Reanalysis RMSV000000354.3529 - CCMS MassIVE Knowledge Base (MassIVE-KB) MS-GF+ reanalysis of Bioplex AP-MS Dataset for Library Construction, CYP1A2 [launched by fce971e5ede541cca3fc5307a73294d8]
title: Center for Computational Mass Spectrometry (CCMS) systematic reanalysis of public proteomics mass spectrometry (MS) datasets provides a public, large-scale and comparable set of dataset reanalyses results including detailed provenance records. To further facilitate the broad reusability of public proteomics MS data, these reanalyses were also used to build the MassIVE Knowledge Base (MassIVE-KB) spectral library, a community-wide resource derived from hundreds of millions of identified spectra from tens of terabytes of mass spectrometry data.
DOI: 10.25345/c58s4jq0g
title: MassIVE Reanalysis RMSV000000354.3530 - CCMS MassIVE Knowledge Base (MassIVE-KB) MS-GF+ reanalysis of Bioplex AP-MS Dataset for Library Construction, FBXL18 [launched by fce971e5ede541cca3fc5307a73294d8]
title: Center for Computational Mass Spectrometry (CCMS) systematic reanalysis of public proteomics mass spectrometry (MS) datasets provides a public, large-scale and comparable set of dataset reanalyses results including detailed provenance records. To further facilitate the broad reusability of public proteomics MS data, these reanalyses were also used to build the MassIVE Knowledge Base (MassIVE-KB) spectral library, a community-wide resource derived from hundreds of millions of identified spectra from tens of terabytes of mass spectrometry data.
DOI: 10.25345/c5513tw61
title: MassIVE Reanalysis RMSV000000354.3531 - CCMS MassIVE Knowledge Base (MassIVE-KB) MS-GF+ reanalysis of Bioplex AP-MS Dataset for Library Construction, C10orf107 [launched by fce971e5ede541cca3fc5307a73294d8]
title: Center for Computational Mass Spectrometry (CCMS) systematic reanalysis of public proteomics mass spectrometry (MS) datasets provides a public, large-scale and comparable set of dataset reanalyses results including detailed provenance records. To further facilitate the broad reusability of public proteomics MS data, these reanalyses were also used to build the MassIVE Knowledge Base (MassIVE-KB) spectral library, a community-wide resource derived from hundreds of millions of identified spectra from tens of terabytes of mass spectrometry data.
DOI: 10.25345/c5183432p
title: MassIVE Reanalysis RMSV000000354.3528 - CCMS MassIVE Knowledge Base (MassIVE-KB) MS-GF+ reanalysis of Bioplex AP-MS Dataset for Library Construction, CCDC110 [launched by fce971e5ede541cca3fc5307a73294d8]
title: Center for Computational Mass Spectrometry (CCMS) systematic reanalysis of public proteomics mass spectrometry (MS) datasets provides a public, large-scale and comparable set of dataset reanalyses results including detailed provenance records. To further facilitate the broad reusability of public proteomics MS data, these reanalyses were also used to build the MassIVE Knowledge Base (MassIVE-KB) spectral library, a community-wide resource derived from hundreds of millions of identified spectra from tens of terabytes of mass spectrometry data.