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Agile Analytics on Big Data Cubes

Deliverables

Service Report - Pilot

D4.1 (Milestone M2): Report on service operation in year 1

Service Report - Consolidated

D4.5 (Milestone M4): Report on service operation in year 3

Service Report -Full

D4.3 (Milestone M3): Report on service operation in year 2

Standardization Report – Full

D5.2 (Milestone M3): report on standardization results accomplished year 2, and further roadmap

Management Report – Period 2

D1.2 (Milestone M3): overall management report outlining progress, issues, and plans

Development Report - Consolidated

D3.3 (Milestone M4): report on prototype development, iteration 3

Standardization Report – Pilot

D5.1 (Milestone M2): report on standardization results accomplished in year 1, and further roadmap

Development Report - Full

D32 Milestone M3 report on prototype development iteration 2

Data Management Plan

D2.2 (Milestone M1): Data management plan, to be updated in WP4

Development Report - Pilot

D3.1 (Milestone M2): report on prototype development, iteration 1

Requirements Analysis Report

D2.1 (Milestone M1): Requirements analysis

Deployment Report

D2.4 (Milestone M1): initial deployment report

Management Report – Period 1

D1.1: overall management report outlining progress, issues, and plans

Data Management Plan update 1

D4.2 (Milestone M2): Data Management Plan update 1

Data Management Plan update 2

D4.4 (Milestone M3): Data Management Plan update 2

Standardization Report – Consolidated

D5.3 (Milestone M4): report on standardization results accomplished year 2, and further roadmap

Data Management Plan update 3

D4.6 (Milestone M4): Data Management Plan update 3

Networking Report –Consolidated

D6.3 (Milestone M4): report on outreach results accomplished in year 1, and further roadmap

Networking Report –Pilot

D6.1 (Milestone M2): report on outreach results accomplished in year 1, and further roadmap

Networking Report – Full

D6.2 (Milestone M3): report on outreach results accomplished in year 1, and further roadmap

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Publications

Big Data Analytics for Earth Sciences: the EarthServer approach

Author(s): Peter Baumann, Paolo Mazzetti, Joachim Ungar, Roberto Barbera, Damiano Barboni, Alan Beccati, Lorenzo Bigagli, Enrico Boldrini, Riccardo Bruno, Antonio Calanducci, Piero Campalani, Oliver Clements, Alex Dumitru, Mike Grant, Pasquale Herzig, George Kakaletris, John Laxton, Panagiota Koltsida, Kinga Lipskoch, Alireza Rezaei Mahdiraji, Simone Mantovani, Vlad Merticariu, Antonio Messina, Dimitar Misev
Published in: International Journal of Digital Earth, 9/1, 2015, Page(s) 3-29, ISSN 1753-8947
Publisher: Taylor & Francis
DOI: 10.1080/17538947.2014.1003106

A Distributed Infrastructure for Earth-Science Big Data Retrieval

Author(s): Panagiotis Liakos, Panagiota Koltsida, George Kakaletris, Peter Baumann, Yannis Ioannidis, Alex Delis
Published in: International Journal of Cooperative Information Systems, 24/02, 2015, Page(s) 1550002, ISSN 0218-8430
Publisher: World Scientific Publishing Co
DOI: 10.1142/S0218843015500021

STANDARDS-BASED SERVICES FOR BIG SPATIO-TEMPORAL DATA

Author(s): P. Baumann, V. Merticariu, A. Dumitru, D. Misev
Published in: ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLI-B4, 2016, Page(s) 691-699, ISSN 2194-9034
Publisher: ISPRS
DOI: 10.5194/isprs-archives-xli-b4-691-2016

Online characterization of Planetary Surfaces: PlanetServer, an open-source analysis and visualization tool - SUBMITTED/IN REVIEW VERSION

Author(s): R. Marco Figuera, B. Pham Huu, A. P. Rossi, M. Minin, J. Flahaut, A.Halder
Published in: Submitted to Planetary and Space Science (available on ArXiv), 2017, ISSN 0032-0633
Publisher: Elsevier BV

Remote Sensing Data Analytics for Planetary Science with PlanetServer/EarthServer

Author(s): Rossi, A. P., Marco Figuera, R., Flahaut, J., Martinot M., Misev, D., Baumann, P., Pham Huu, B., Besse, S.
Published in: Geophysical Research Abstracts, vol. 18, EGU2016-3996., 2016
Publisher: European Geophysical Union

PlanetServer/EarthServer: planetary data exploration and exploitation througharray databases

Author(s): Rossi, A. P., Baumann, P., Oosthoek, J., Cantini, F.
Published in: ESAC GIS Workshop, 2016
Publisher: ESA

Water Ice Characterization Near Candidate Landing Sites At The Lunar South Pole

Author(s): Marco Figuera, R., Flahaut, J., Gläser, P., Williams, P., Rossi, A. P
Published in: European Lunar Symposium May 17 - 19, 2016, Amsterdam, The Netherlands, 2016
Publisher: NASA

Array Databases: Agile Analytics (not just) for the Earth Sciences

Author(s): Baumann, P., Misev, D.
Published in: American Geographical Union Fall Meeting, San Francisco, US, 2015
Publisher: American Geophysical Union

Analyzing Lunar DTMs through web services with EarthServer/PlanetServer-2

Author(s): Marco Figuera, R., Rossi, A. P., Baumann. P., Merticariu, V., Dumitru, A., Hogan, P.
Published in: ISPRS Commission VI, WG VI/4 meeting, Berlin., 2016
Publisher: ISPRS

Big Earth Data: the Film, the Experience, and some Thoughts

Author(s): Baumann, P.
Published in: American Geographical Union Fall Meeting, San Francisco, US, 2015
Publisher: American Geophysical Union

Big Geo Data Services: From More Bytes to More Barrels

Author(s): Misev, D., & Baumann, P.
Published in: European Geographical Union (EGU) General Assembly, Vienna, Austria, 2016
Publisher: European Geophysical Union

Science SQL as a Building Block for Flexible, Standards-based Data Infrastructures

Author(s): Baumann, P.
Published in: European Geographical Union (EGU) General Assembly, Vienna, Austria, 2016
Publisher: European Geophysical Union

Datacubes as a Service Paradigm

Author(s): Rossi, A. P., Baumann, P.
Published in: European Geographical Union (EGU) General Assembly, Vienna, Austria, 2016
Publisher: European Geophysical Union

EarthServer - Opportunities and challenges of serving ECMWF’s archive through OGC web-services

Author(s): Wagemann, J., Siemen, S., & Lamy-Thepaut, S.
Published in: European Geographical Union 2016, Geophysical Research Abstracts,, 2015
Publisher: European Geophysical Union

On the Efficient Evaluation of Array Joins

Author(s): P. Baumann, V. Merticariu
Published in: IEEE Big Data Conference workshops, Santa Clara, US, 2015
Publisher: IEEE

EarthServer: an Intercontinental Collaboration on Petascale Datacubes

Author(s): Baumann, P.
Published in: American Geographical Union Fall Meeting, San Francisco, US, 2016
Publisher: AGU

Standards for Big Geo Data: (How) Can They Help?

Author(s): Baumann, P.
Published in: Big Data from Space, Tenerife, Spain, 2016
Publisher: ESA

The EarthServer Federation: State, Role, and Contribution to GEOSS

Author(s): Merticariu, V., & Baumann, P.
Published in: European Geographical Union (EGU) General Assembly, Vienna, Austria, 2016
Publisher: Austria

EarthServer - Serving data from ECMWF’s archive through OGC coverage services

Author(s): Siemen, S., Berks., R., S. Lamy-Thepaut, S., Raoult, B., Wagemann, J.
Published in: American Meteorological Society, 2016
Publisher: American Metereological Society

Homogenizing Data and Metadata Retrieval in Scientific Applications

Author(s): Misev, D. and P. Baumann
Published in: Proceedings of the ACM Eighteenth International Workshop on Data Warehousing and OLAP, 2015
Publisher: ACM

Taming Twisted Cubes

Author(s): Baumann, P., Hirschorn, E., Maso, J., Dumitru A., Merticariu, V.
Published in: Proceedings of ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, 2016
Publisher: ACM

Web standards for on-demand access to large volumes of data

Author(s): Wagemann, J. & Siemen, S.
Published in: ECMWF Newsletter, 2016
Publisher: ECMWF

EarthServer-2 develops plans for better access to Big Earth Data

Author(s): Wagemann, J. & Siemen, S.
Published in: ECMWF News, 2015
Publisher: ECMWF

EarthServer - Agile Analytics on Big Data Cubes

Author(s): Wagemann, J. & Siemen, S.
Published in: ECMWF Website, 2015
Publisher: ECMWF

ECMWF climate reanalysis prompts interest at geosciences conference

Author(s): Wagemann, J. & Siemen, S.
Published in: ECMWF Website, 2016
Publisher: ECMWF

EarthServer-2 & Rasdaman - BlueBRIDGE Project Technical Meeting

Author(s): Presenter: George Kakaletris, CITE, slides George Kakaletris, Peter Baumann
Published in: 2016
Publisher: EarthServer 2

Federated Metadata Management Engine Architecture - CAPSELLA Project Kick Off Meeting

Author(s): Presenter Giota Koltsida / George Kakaletris
Published in: 2016
Publisher: EarthServer 2

Asterix and Obelix: How Standards Reunite Data and Metadata

Author(s): Baumann, P.
Published in: 2015
Publisher: Earthserver 2

EarthServer: Big Earth Datacubes at Your Fingertips

Author(s): Baumann, P.
Published in: 2015
Publisher: Earthserver 2

Achieving Interoperability with Big Geo Data Standards

Author(s): Baumann, P.
Published in: 2015
Publisher: Earthserver 2

WCS for INSPIRE: Analyzing Massive Spatio-Temporal Datacubes. 

Author(s): Baumann, P.
Published in: 2015
Publisher: Earthserver 2

Big Earth Data at Your Fingertips 

Author(s): Baumann, P.
Published in: 2015
Publisher: Earthserver 2

Agile retrieval of Big Data with EarthServe

Author(s): Baumann P., Merticariu V.
Published in: 2015
Publisher: Earthserver 2

Big Earth Data at Your Fingertips

Author(s): Baumann, P.
Published in: 2015
Publisher: EarthServer 2

"""Science SQL"" as a Building Block for Flexible, Standards-based Data Infrastructures"

Author(s): Baumann, P.
Published in: 2016
Publisher: EarthServer 2

Enabling Technology for Exploitation of Earth Observation Products in the Big Data Era

Author(s): Mantovani, S.
Published in: 2016
Publisher: EarthServer 2

Standards-Based Services for Big Spatio-Temporal Data

Author(s): Baumann, P.
Published in: 2016
Publisher: EarthServer 2

Big Data in the Earth sciences, the Tera- to Exabyte archives

Author(s): Baumann, P.
Published in: 2015
Publisher: EarthServer 2

Web Coverage Service - A missing peace for Copernicus?

Author(s): Wagemann, J.
Published in: 2016
Publisher: EarthServer 2

EO Data Service: Enabling Technology for Exploitation of Earth Observation Products in the Big Data Era

Author(s): Mantovani, S., Barboni, D., Baumann, P., Natali, S., Hogan P.
Published in: 2016
Publisher: ESA

EO Data Service:an efficient datacube structure coupled with the virtual globe technology

Author(s): Mantovani, S., Barboni, D., Natali, S., Baumann, P., Hogan P., Evans, B.
Published in: 2016
Publisher: EarthServer 2

Data provision with WCS/WCPS - FloodHack, Help improve the Global Flood Awareness System at ECMWF

Author(s): Wagemann, J., Siemen, S.
Published in: EarthServer Website, 2016
Publisher: EarthServer 2

The rasdaman Open-Source Array DBMS.

Author(s): Baumann P., Misev D.
Published in: 2015
Publisher: Earthserver 2

Web Coverage Service for meteorological data - Experiences from the EarthServer-2 project

Author(s): Wagemann, J., Siemen, S.
Published in: 2016
Publisher: EarthServer 2

Datacubes in Action: Array Databases as Enabling Innovation

Author(s): Baumann, P.
Published in: 2015
Publisher: EarthServer 2

Datacubes as the New Virtual Research Environment Paradigm

Author(s): Baumann, P.
Published in: 2015
Publisher: EarthServer 2

Web Coverage Service for meteorological data - Experiences from the H2020 EarthServer-2 project

Author(s): Wagemann, J., Siemen, S.
Published in: 2016
Publisher: EarthServer 2

"""Science SQL"" as a Building Block for Flexible, Standards-based Data Infrastructures"

Author(s): Baumann, P.
Published in: 2015
Publisher: EarthServer 2

Science SQL: Advancing from Data to Service Stewardship. LSDMA Symposium “The Challenge of Big Data in Science”.

Author(s): Baumann, P.
Published in: 2015
Publisher: EarthServer 2

Datacubes: Exploiting Big Earth Data Better

Author(s): Baumann, P.
Published in: 2015
Publisher: EarthServer 2

Planetary Surface mineralogical Characterization using PlanetServer

Author(s): Ramiro Marco Figuera et al.
Published in: Lunar and Planetary Science Conference, XLVIII, 2017, Page(s) 1971
Publisher: Lunar and Planetary Institute

Analyzing CRISM hyperspectral imagery using PlanetServer.

Author(s): Ramiro Marco Figuera et al.
Published in: Geophysical Research Abstracts, European Geoscience Union General Assembly 2017, Vienna, Austria, 2017, Page(s) EGU2017-14632
Publisher: European Geosciences Union

PlanetServer Python API – Visualization and Analysis of CRISM images

Author(s): Ramiro Marco Figuera et al.
Published in: Lunar and Planetary Science Conference, XLVIII, 2017, Page(s) 1814
Publisher: Lunar and Planetary Institute

PLANETSERVER: A HYPERSPECTRAL ANALYSIS AND VISUALIZATION WEB CLIENT AND PYTHON API.

Author(s): Ramiro Marco Figuera et al.
Published in: 3rd Planetary Data Workshop, Flagstaff, USA, 2017, Page(s) 7039
Publisher: Lunar and Planetary Institute /United States Geological Survey

Fostering Cross-Disciplinary Earth Science Through Datacube Analytics

Author(s): Peter Baumann, Angelo Pio Rossi, Brennan Bell, Oliver Clements, Ben Evans, Heike Hoenig, Patrick Hogan, George Kakaletris, Panagiota Koltsida, Simone Mantovani, Ramiro Marco Figuera, Vlad Merticariu, Dimitar Misev, Huu Bang Pham, Stephan Siemen, Julia Wagemann
Published in: Earth Observation Open Science and Innovation, 2018, Page(s) 91-119
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-65633-5_5