Title: Astronomical Data Analysis Software and Systems XXIV (ADASS XXIV)

Volume: 495 Year: 2015 View this Volume on ADS
Editors: Taylor, A. R.; Rosolowsky, E.

Calgary, Alberta, Canada
5–9 October 2014

This volume of the ASP Conference Series contains the proceedings of the twenty-fourth conference on Astronomical Data Analysis Software and Systems. This annual conference, held in a different location each year, is a forum for scientists, systems developers, and programmers working in areas related to algorithms, software, and systems for the acquisition, reduction, analysis, and dissemination of astronomical data.

Development of software and systems for processing and analyzing astronomical data is a rapidly evolving field. Advances in detector technologies and data acquisition systems at astronomical observatories over the past decades has created massive and ever growing archives of astronomical data, creating challenges in data curation, data management, and access to both historical and current data. At the same time, new large-scale sky surveys from gamma-ray to radio-wave radiation require intelligent pipeline processing systems to turn raw data into useable information in a timely fashion. Major facilities on the horizon, such as the Large Synoptic Survey Telescope and the Square Kilometre Array, will create data at unprecedented rates, driving a need for scalable solutions to processing, analysis, and visualisation challenges for astronomical Big Data.

To share ideas and directions on the latest developments, ADASS XXIV contributors addressed the following themes: Big Data challenges, large surveys, Web services and APIs, how we code today for data analysis and pipelines, meta-data management, visualisation for astronomy, and file formats for astronomical data.

This volume contains 128 papers representing the invited, contributed, and poster papers presented at the conference, as well as ``Birds of a Feather'' sessions and demonstrations of new software systems.
ISBN: 978-1-58381-874-9 eISBN: 978-1-58381-875-6

Paper Title Page Authors
Book Cover
Front Matter   
Front Matter 1 Taylor, A. R.; Rosolowsky, E.
Conference Photos 2 Taylor, A. R.; Rosolowsky, E.
Part I. Birds of a Feather Sessions, Demos, and Focus Demos   
Dagik Earth and IUGONET 3 Ebisawa, K.; Koyama, Y.; Saito, A.; Sakamoto, S.; Ishii, M.; Kumano, Y.; Hazumi, Y.
Data and Analysis Center for Exoplanets 7 Buchschacher, N.; Ségransan, D.; Udry, S.; Díaz, R.
The Past, Present, and Future of Astronomical Data Formats 11 Mink, J.; Mann, R. G.; Hanisch, R.; Rots, A.; Seaman, R.; Jenness, T.; Thomas, B.; O'Mullane, W.
The Future of ADASS 19 Lorente, N. P. F.; Shortridge, K.
Part II. Big Data Challenges   
Rule-based Cross-matching of Very Large Catalogs 25 Ogle, P. M.; Mazzarella, J.; Ebert, R.; Fadda, D.; Lo, T.; Terek, S.; Schmitz, M.; NED Team
SKA Data Delivery Options 37 Simmonds, R.; Wallom, D.; Goliath, S.
Data Management Challenges in Gaia 47 Hernandez, J.; Hutton, A.
Rapid Large Scale Reprocessing of the ODI Archive using the QuickReduce Pipeline 53 Gopu, A.; Kotulla, R.; Young, M. D.; Hayashi, S.; Harbeck, D.; Liu, W.; Henschel, R.
Exorcising the Ghost in the Machine: Synthetic Spectral Data Cubes for Assessing Big Data Algorithms 57 Araya, M.; Solar, M.; Mardones, D.; Hochfärber, T.
Towards a Next-Generation Catalogue Cross-Match Service 61 Pineau, F.; Boch, T.; Derriere, S.; ARCHES Consortium
The Hubble Source Catalog 65 Lubow, S.; Allam, S.; Budavari, T.; Quick, L.; Strolger, L.; White, R. L.; Whitmore, B.
The Future of Astronomy and the ALMA Archive 69 Stoehr, F.; Lacy, M.; Leon, S.; Muller, E.; Kawamura, A.
Compression of Visibility Data for Murchison Widefield Array 73 Kitaeff, V. V.
The “One Archive” for JWST 77 Greene, G.; Kyprianou, M.; Levay, K.; Sienkewicz, M.; Donaldson, T.; Dower, T.; Swam, M.; Bushouse, H.; Greenfield, P.; Kidwell, R.; Wolfe, D.; Gardner, L.; Nieto-Santisteban, M.; Swade, D.; McLean, B.; Abney, F.; Alexov, A.; Binegar, S.; Aloisi, A.; Slowinski, S.; Gousoulin, J.
Automatic Galaxy Classification via Machine Learning Techniques: Parallelized Rotation/Flipping INvariant Kohonen Maps (PINK) 81 Polsterer, K. L.; Gieseke, F.; Igel, C.
Knowledge Discovery in Mega-Spectra Archives 87 Škoda, P.; Bromová, P.; Lopatovsk'y, L.; Palička, A.; Vávzný, J.
Next-generation solar data and data services from the Daniel K. Inouye Solar Telescope 91 Berukoff, S.; Reardon, K.; Rimmele, T.
A Moving Object Detection System (MODS) for the DECam NEO Survey 95 Valdes, F.; DECam NEO Survey
Part III. Visualisation for Astronomy   
Hackable User Interfaces In Astronomy with Glue 101 Beaumont, C.; Goodman, A.; Greenfield, P.
Reviewing ChIPS, The Chandra Imaging and Plotting System 111 Miller, J.; Burke, D. J.; Evans, I. N.; Evans, J. D.; McLaughlin, W.
The Cube Analysis and Rendering Tool for Astronomy 121 Rosolowsky, E.; Kern, J.; Federl, P.; Jacobs, J.; Loveland, S.; Taylor, J.; Sivakoff, G.; Taylor, R.
Immersive 3D Visualization of Astronomical Data 125 Schaaff, A.; Berthier, J.; Da Rocha, J.; Deparis, N.; Derriere, S.; Gaultier, P.; Houpin, R.; Normand, J.; Ocvirk, P.
Spectral Cube Visualisation and Explorer Tool from the Herschel Interactive Processing Environment (HIPE) 129 de Jong, J.; Gueguen, A.; Saiz, J.; Exter, K.; De Meester, W.; Salomons, W.; McCoey, C.; Polehampton, E.; Appleton, P.; Morris, P.; Sturm, E.
Hierarchical Methods for the Generation, Publication and Visualization of Huge Astronomical Data Cube Surveys 133 Fernique, P.; Allen, M.; Boch, T.; Bonnarel, F.; Oberto, A.
Web-based 2-d Visualization with Large Datasets 137 Goldina, T.; Roby, W.; Wu, X.; Ly, L.
Large Astronomy Imaging with JPEG2000 141 Kitaeff, V.; Wicenec, A.; Taubman, D.
Scientific Visualization of Radio Astronomy Data using Gesture Interaction 145 Mulumba, P.; Gain, J.; Marais, P.; Woudt, P.
Analyzing Living Surveys: Visualization Beyond the Data Release 149 Buddelmeijer, H.; Noorishad, P.; Williams, D.; Ivanova, M.; Roerdink, J. B. T. M.; Valentijn, E. A.
Thirty Years, One Million Spectra: Public Access to the SAO Spectral Archives 153 Mink, J.; Moran, S.
3D Visualization of Astronomical Data with Blender 157 Kent, B. R.
2-D Visualization of Global D-region and Polar Cap Absorption 161 Baek, J.-H.; Choi, S.; Lee, J.; Bong, S.-C.
Evaluating Techniques for Interactive Exploration and Visualization of Large Astronomical Datasets 165 Boch, T.; Pineau, F.-X.; Blegean, J.
Enhancements to Ginga: a Python Package for Building Astronomical Data Viewers 169 Jeschke, E.; Inagaki, T.; Kackley, R.
The XCatDB, a Rich 3XMM Catalogue Interface 173 Michel, L.; Grisé, F.; Motch, C.; Gomez-Moran, A. N.
External Use of TOPCAT's Plotting Library 177 Taylor, M. B.
Operational Support for Instrument Stability through ODI-PPA Metadata Visualization and Analysis 181 Young, M. D.; Hayashi, S.; Gopu, A.; Kotulla, R.; Harbeck, D.; Liu, W.
Part IV. Large Surveys   
How is Gaia Doing at L+10m? 187 Lammers, U.; O'Mullane, W.
The Palomar Transient Factory: High Quality Realtime Data Processing in a Cost-Constrained Environment 197 Surace, J.; Laher, R.; Masci, F.; Grillmair, C.; Helou, G.
Organization of the Euclid Data Processing: Dealing with Complexity 207 Pasian, F.; Dabin, C.; Sauvage, M.; Mansutti, O.; Vuerli, C.; Gregorio, A.
Gaia Archive Implementation: Waiting for One Billion Stars 211 Salgado, J.; Gonzalez, J.; Gutierrez, R.; Segovia, J. C.; Osuna, P.; Arviset, C.
The NOAO Data Lab 215 Fitzpatrick, M.; Olsen, K.; Stobie, E. B.; Mighell, K. J.; Norris, P.
POMME: Exploring Time Domain Astronomy in the Andromeda Galaxy 219 Savalle, R.; Valls-Gabaud, D.; Le Sidaner, P.; Dassa-Terrier, J.; POMME collaboration
Upcoming ESA Science Ground Segments 223 O'Mullane, W.; Casale, M.; Hoar, J.; Kretschmar, P.; Metcalfe, L.; Sanchez, L.; Sirianni, M.; Texier, D.
A Test-Bed Configuration: Toward an Autonomous System 227 Ocaña, F.; Castillo, M.; Uranga, E.; Ponz, J. D.; TBT Consortium
Toward an Autonomous Telescope Network: the TBT Scheduler 231 Racero, E.; Ibarra, A.; Ocaña, F.; de Lis, S. B.; Ponz, J. D.; Castillo, M.; Sánchez-Portal, M.
Various Approaches for Targeting Quasar Candidates 235 Zhang, Y.; Zhao, Y.
Part V. Data Analysis and Pipelines   
Stacking of Radio Continuum Surveys 241 Stil, J. M.
Long-term Preservation of Data Analysis Capabilities 245 Gabriel, C.; Arviset, C.; Ibarra, A.; Pollock, A.
Source Detection and Classification in Euclid 249 Kümmel, M.; Mohr, J.; Fontana, A.; Dole, H.; Boucaud, A.; Cabanac, R.; Castellano, M.; Petrinca, P.; Pilo, S.
T-PHOT: Advanced Techniques of Precision Photometry for Present and Future Multi-wavelength Surveys 253 Merlin, E.; ASTRODEEP Consortium
Improving Resolution and Depth of Astronomical Observations via Modern Mathematical Methods for Image Analysis 257 Castellano, M.; Ottaviani, D.; Fontana, A.; Merlin, E.; Pilo, S.; Falcone, M.
Streaming Multiframe Deconvolutions on GPUs 261 Lee, M. A.; Budavári, T.
March of the Starbugs: Configuring Fiber-bearing Robots on the UK-Schmidt Optical Plane 265 Lorente, N. P. F.; Vuong, M.; Satorre, C.; Hong, S. E.; Shortridge, K.; Goodwin, M.; Kuehn, K.
Greedy Set Cover Field Selection for Multi-object Spectroscopy in C++ MPI 269 Stenborg, T. N.
Framework for the Integration of Multi-Instrument Pipelines in the BepiColombo Science Operations Control System 273 Pérez-López, F.; Vallejo, J. C.; Martínez, S.; Ortiz, I.; Macfarlane, A.; Osuna, P.; Gill, R.; Casale, M.
Flexible and Modular Design for the BepiColombo Science Operations Control System 277 Vallejo, J. C.; Lopez, F. P.; Ortiz, I.; Macfarlane, A.; Osuna, P.; Gill, R.; Casale, M.
DrizzlePac 2.0 - Introducing New Features 281 Avila, R. J.; Hack, W.; Cara, M.; Borncamp, D.; Mack, J.; Smith, L.; Ubeda, L.
A Flexible and Modular Data Reduction Library for Fiber-fed Echelle Spectrographs 285 Sosnowska, D.; Lovis, C.; Figueira, P.; Modigliani, A.; Marcantonio, P. D.; Megevand, D.; Pepe, F.
Data Analysis Software for the ESPRESSO Science Machine 289 Cupani, G.; D'Odorico, V.; Cristiani, S.; González-Hernández, J.; Lovis, C.; Sousa, S.; Vanzella, E.; Marcantonio, P. D.; Mégevand, D.
Map-making for Large-Format Detector Arrays on CCAT 293 Marsden, G.; Jenness, T.; Scott, D.
Building Release 2 of the Chandra Source Catalog 297 Evans, I.
The ALMA Pipeline Procedure Execution Framework 301 Davis, L.; Williams, S.; Nakazato, T.; Lightfoot, J.; Muders, D.; Kent, B.
ADMIT: The ALMA Data Mining Toolkit 305 Teuben, P.; Pound, M.; Mundy, L.; Rauch, K.; Friedel, D.; Looney, L.; Xu, L.; Kern, J.
EPIC: A C++ Service Oriented Inter-process Messaging Framework and its Usage in the PFS Reduction Pipeline 309 Vidal, C.; Chabaud, P.-Y.
Sherpa. On the Move to Open Collaborative, Development 313 Laurino, O.; Siemiginowska, A.; Evans, J.; Aldcroft, T.; Burke, D. J.; McDowell, J.; McLaughlin, W.; Nguyen, D.
The 3XMM-DR4 Catalogue 319 Rosen, S.; Watson, M.; Pye, J.; Webb, N.; Schwope, A.; Freyberg, M.; Motch, C.; Ballet, J.; Carrera, F.; Page, M.; Page, C.
HST/WFC3: Understanding and Mitigating Radiation Damage Effects in the CCD Detectors 323 Baggett, S.; Anderson, J.; Sosey, M.; MacKenty, J.; Gosmeyer, C.; Noeske, K.; Gunning, H.; Bourque, M.
ORBS, ORCS, OACS, a Software Suite for Data Reduction, and Analysis of the Hyperspectral Imagers SITELLE and SpIOMM 327 Martin, T.; Drissen, L.; Joncas, G.
Energy Reconstruction for Events Detected in TES X-ray Detectors 331 Ceballos, M. T.; Cardiel, N.; Cobo, B.
Histogram Comparison via Numerical Simulations 335 Cardiel, N.
The Herschel/SPIRE Spectrometer Useful Scripts 339 Polehampton, E.; Hopwood, R.; Valtchanov, I.; Lu, N.; Marchili, N.; Naylor, D.; van der Wiel, M.; Fulton, T.
The Herschel/SPIRE Spectrometer Phase Correction Data Processing Tasks 343 Fulton, T.; Naylor, D.; Polehampton, E.; Hopwood, R.; Valtchanov, I.; Lu, N.; Marchili, N.; Zaretski, J.
Commissioning of the FTS-2 Data Reduction Pipeline 347 Sherwood, M.; Naylor, D.; Gom, B.; Bell, G.; Friberg, P.; Bintley, D.
Overview of the SOFIA Data Processing System: A Generalized System for Manual and Automatic Data Processing at the SOFIA Science Center 351 Shuping, R. Y.; Krzaczek, R.; Vacca, W. D.; Charcos-Llorens, M.; Reach, W. T.; Alles, R.; Clarke, M.; Melchiorri, R.; Radomski, J.; Shenoy, S.; Sandel, D.; Omelian, E. B.
Redux: A Common Interface for SOFIA Data Reduction Pipelines 355 Clarke, M.; Vacca, W. D.; Shuping, R. Y.
Design and Implementation of Data Reduction Pipelines for the Keck Observatory Archive 359 Gelino, C. R.; Berriman, G. B.; Kong, M.; Laity, A. C.; Swain, M. A.; Campbell, R.; Goodrich, R. W.; Holt, J.; Lyke, J.; Mader, J. A.; Tran, H. D.; Barlow, T.
Automated and Scalable Data Reduction in the \textsc{Sofia} Data Processing System 363 Krzaczek, R.; Shuping, R.; Charcos-Llorens, M.; Alles, R.; Vacca, W.
LBTO Alarm Notification/Management and Error Diagnostic Tools 367 De La Peña, M. D.; Biddick, C.; Summers, K.; Summers, D.
BepiColombo Science Ground Segment Requirements Management and More with Native JIRA 371 Gill, R.; Casale, M.; Pérez-López, F.; Vallejo, J. C.
MESA: Supporting Software Development with Coordinated Scientific Input 375 Diaz, R. I.
Direction-Dependent Effects In Wide-Field Wideband Full-Stokes Radio Imaging 379 Jagannathan, P.; Bhatanagar, S.; Rau, U.; Taylor, R.
The High Level Data Reduction Library 383 Ballester, P.; Gabasch, A.; Jung, Y.; Modigliani, A.; Taylor, J.; Coccato, L.; Freudling, W.; Neeser, M.; Marchetti, E.
The High-Level Interface Definitions in the ASTRI/CTA Mini Array Software System (MASS) 387 Conforti, V.; Tosti, G.; Schwarz, J.; Bruno, P.; Cefal‘a, M.; Paola, A. D.; Gianotti, F.; Grillo, A.; Russo, F.; Tanci, C.; Testa, V.; Antonelli, L. A.; Canestrari, R.; Catalano, O.; Fiorini, M.; Gallozzi, S.; Giro, E.; Palombara, N. L.; Leto, G.; Maccarone, M. C.; Pareschi, G.; Stringhetti, L.; Trifoglio, M.; Vercellone, S.; ASTRI Collaboration; CTA Consortium
ETC-42 Exposure Time Calculator: Evolution and New Functionalities 391 Gross, A.; Meunier, J. C.; Surace, C.; Apostolakos, N.
Preprocessing of Ground-based Hα Observation Data 395 Wan, X.; Lin, G.
Part VI. Web Services and APIs   
ADS 2.0: New Architecture, API and Services 401 Chyla, R.; Accomazzi, A.; Holachek, A.; Grant, C. S.; Elliott, J.; Henneken, E. A.; Thompson, D. M.; Kurtz, M. J.; Murray, S. S.; Sudilovsky, V.
Evaluating a NoSQL Alternative for Chilean Virtual Observatory Services 409 Antognini, J.; Araya, M.; Solar, M.; Valenzuela, C.; Lira, F.
Aggregating Metadata from Multiple Archives: a Non-VO Approach 413 Gwyn, S. D. J.
Next Generation Search Interfaces 417 Roby, W.; Wu, X.; Ly, L.; Goldina, T.
User Driven Image Stacking for ODI Data and Beyond via a Highly Customizable Web Interface 421 Hayashi, S.; Gopu, A.; Young, M. D.; Kotulla, R.
A New Archive and Pipeline Processing Interface for the NRAO 425 Lacy, M.; An, R.; Benson, J.; Arora, J.; Fox, R.; Griffith, M.; Kern, J.; Lively, R.; Lyons, D.; Masters, J.; Plank, J.; Spolaor, M.; Tody, D.
TAP usage in SIMBAD 429 Anaïs, O.; Gregory, M.; Marc, W.
Information System through ANIS at CeSAM 433 Moreau, C.; Agneray, F.; Gimenez, S.
The ARCHES Project 437 Motch, C.; ARCHES Consortium
RegTAP – a New API to the VO Registry 441 Demleitner, M.
IRSA's New Look: Design Considerations 445 Teplitz, H. I.; Desai, V.; Brooke, T.; Groom, S.; Howell, J.; Hurt, R.; Jackson, E.; Landry, W.; Llamas, J.; Ly, L.; McGehee, P.; Mi, W.; Monkewitz, S.; O'Dell, M.; Pyle, T.; Rebull, L.; Rey, R.; Roby, W.; Squires, G.; Terek, S.; Wu, X.; Zhang, A.
News from the ESO Science Archive Facility 449 Dobrzycki, A.; Arnaboldi, M.; Bierwirth, T.; Boelter, M.; Da Rocha, C.; Delmotte, N.; Forchì, V.; Fourniol, N.; klein Gebbinck, M.; Lange, U.; Mascetti, L.; Micol, A.; Moins, C.; Munte, C.; Pluciennik, C.; Retzlaff, J.; Romaniello, M.; Rosse, N.; Sequeiros, I. V.; Vuong, M.-H.; Zampieri, S.
Astrophysics Source Code Library Enhancements 453 Hanisch, R. J.; Allen, A.; Berriman, G. B.; DuPrie, K.; Mink, J.; Nemiroff, R. J.; Schmidt, J.; Shamir, L.; Shortridge, K.; Taylor, M.; Teuben, P. J.; Wallin, J.
The Euro-VO Registry, Re-engineering the Back-end 457 Arviset, C.; Perdikeas, M.; Osuna, P.; Gonzalez, J.
New Archiving Distributed InfrastructuRe (NADIR): Status and Evolution 461 De Marco, M.; Knapic, C.; Smareglia, R.
Cloud Computing for Astronomers on Top of EGI Federated Cloud 465 Taffoni, G.; Vuerli, C.; Pasian, F.
AstroCloud, a Cyber-Infrastructure for Astronomy Research: Overview 469 Cui, C.; Yu, C.; Xiao, J.; He, B.; Li, C.; Fan, D.; Wang, C.; Hong, Z.; Li, S.; Mi, L.; Wan, W.; Cao, Z.; Wang, J.; Yin, S.; Fan, Y.; Wang, J.
AstroCloud, a Cyber-Infrastructure for Astronomy Research: Architecture 473 Xiao, J.; Yu, C.; Cui, C.; He, B.; Li, C.; Fan, D.; Hong, Z.; Yin, S.; Wang, C.; Cao, Z.; Fan, Y.; Li, S.; Mi, L.; Wan, W.; Wang, J.; Zhang, H.
AstroCloud, a Cyber-Infrastructure for Astronomy Research: Data Access and Interoperability 477 Fan, D.; He, B.; Xiao, J.; Li, S.; Li, C.; Cui, C.; Yu, C.; Hong, Z.; Yin, S.; Wang, C.; Cao, Z.; Fan, Y.; Mi, L.; Wan, W.; Wang, J.
AstroCloud, a Cyber-Infrastructure for Astronomy Research: Data Archiving and Quality Control 483 He, B.; Cui, C.; Fan, D.; Li, C.; Xiao, J.; Yu, C.; Wang, C.; Cao, Z.; Chen, J.; Yi, W.; Li, S.; Mi, L.; Yang, S.
AstroCloud, a Cyber-Infrastructure for Astronomy Research: Cloud Computing Environments 487 Li, C.; Wang, J.; Cui, C.; He, B.; Fan, D.; Yang, Y.; Chen, J.; Zhang, H.; Yu, C.; Xiao, J.; Wang, C.; Cao, Z.; Fan, Y.; Hong, Z.; Li, S.; Mi, L.; Wan, W.; Wang, J.; Yin, S.
AWOB: A Collaborative Workbench for Astronomers 491 Kim, J. W.; Lemson, G.; Bulatovic, N.; Makarenko, V.; Vogler, A.; Voges, W.; Yao, Y.; Kiefl, R.; Koychev, S.
VizieR Data Extraction Disseminated through Widgets 495 Landais, G.; Boch, T.; Ochsenbein, F.; Simon, A.-C.
Developments of the MAXI Data Archive 499 Nakagawa, Y. E.; Ebisawa, K.; Nakahira, S.; Sugizaki, M.; Tomida, H.; Ueno, S.; Serino, M.; Negoro, H.; Kimura, M.; Mihara, T.
A Java Interface for Roche Lobe Calculations 503 Leahy, D. A.; Leahy, J. C.
Inquiring, Giving Opinions, Deciding Democratically within Large Communities 507 Ibarra, A.; Gabriel, C.; Ponz, D.; Fernandes, E.
Part VII. Metadata Management and File Formats for Astronomical Data   
Astronomical Data Integration Beyond the Virtual Observatory 513 Lemson, G.; Laurino, O.
Managing Hardware Configurations and Data Products for the Canadian Hydrogen Intensity Mapping Experiment 523 Hincks, A. D.; Shaw, J. R.; CHIME Collaboration
A Glimpse at Different File Formats 527 Shortridge, K.
Is HDF5 a Good Format to Replace UVFITS? 531 Price, D. C.; Barsdell, B. R.; Greenhill, L. J.
Data and Metadata Management at the Keck Observatory Archive 535 Berriman, G. B.; Holt, J. M.; Mader, J. A.; Tran, H. D.; Goodrich, R. W.; Gelino, C. R.; Laity, A. C.; Kong, M.; Swain, M. A.
Solar Dynamics Observatory Data Search using Metadata in the KDC 539 Hwang, E.; Choi, S.; Baek, J.-H.; Park, J.; Lee, J.; Cho, K.
A New HDF5 Based Raw Data Model for CCAT 543 Schaaf, R.; Brazier, A.; Jenness, T.; Nikola, T.; Shepherd, M.
The BepiColombo Archive Core System (BACS) 547 Macfarlane, A. J.; Osuna, P.; Pérez-López, F.; Vallejo, J. C.; Martinez, S.; Arviset, C.; Casale, M.
An Overview of PDS4 Archival File Formats 551 Raugh, A. C.; Hughes, J. S.
AstroData Descriptors: A Generic Metadata Interface 555 Anderson, K.; Labrie, K.; Simpson, M.; Turner, J.
JWST Associated Science Data Products 559 Swade, D.; Alexov, A.; Bushouse, H.; Greene, G.; Swam, M.
The Challenges in Metadata Management: 20+ Years of ESO Data 563 Vera, I.; Da Rocha, C.; Dobrzycki, A.; Micol, A.; Vuong, M.
Data Engineering for Archive Evolution 567 Seaman, R.
Fixing Images Observation Dates Thanks to Asteroids 571 Derriere; S.
Organizing Community-Based Data Standards: Lessons from Developing a Successful Open Standard in Systems Biology 575 Hucka, M.
Planetary and Solar Data Labeled with IVOA Unified Content Descriptors 579 Mireille, L.; Baptiste, C.; Sébastien, D.; Erard, S.; André, N.; Preite-Martinez, A.; Ochsenbein, F.; Jacquey, C.; Génot, V.; Henry, F.; Bonnin, X.; Le Sidaner, P.; Chauvin, C.; Fuller, N.; Braga, V. F.; Aboudarham, J.
Data Mining, Ingestion and Distribution of Planetary Data on Natural Satellites 583 Thuillot, W.; Lainey, V.; Meunier, L.-E.; Normand, J.; Arlot, J.-E.; Dehant, V.; Oberst, J.; Rosenblatt, P.; Vermeersen, B.; Dirkx, D.; Gurvits, L.; Marty, J.-C.; Hussmann, H.; FP7-ESPaCE team
Back Matter   
Author Index 587 Taylor, A. R.; Rosolowsky, E.
Software Index 594 Taylor, A. R.; Rosolowsky, E.
Back Matter 595