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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

D3.2 (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


Published in: ISSN 1753-8947
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, Issue 24/02, 2015, Page(s) 1550002, ISSN 0218-8430
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, Issue XLI-B4, 2016, Page(s) 691-699, ISSN 2194-9034
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

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

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

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

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

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

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

Big Geo Data Services: From More Bytes to More Barrels




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

Datacubes as a Service Paradigm

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

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




On the Efficient Evaluation of Array Joins

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

EarthServer: an Intercontinental Collaboration on Petascale Datacubes

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

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

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

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




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

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

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

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




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




EarthServer - Agile Analytics on Big Data Cubes




ECMWF climate reanalysis prompts interest at geosciences conference




EarthServer-2 & Rasdaman - BlueBRIDGE Project Technical Meeting

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

Federated Metadata Management Engine Architecture - CAPSELLA Project Kick Off Meeting

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

Asterix and Obelix: How Standards Reunite Data and Metadata

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

EarthServer: Big Earth Datacubes at Your Fingertips

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

Achieving Interoperability with Big Geo Data Standards

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

WCS for INSPIRE: Analyzing Massive Spatio-Temporal Datacubes. 

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

Big Earth Data at Your Fingertips 

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

Agile retrieval of Big Data with EarthServe

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

Big Earth Data at Your Fingertips

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

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

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

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

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

Standards-Based Services for Big Spatio-Temporal Data

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

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

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

Web Coverage Service - A missing peace for Copernicus?

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

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

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

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

The rasdaman Open-Source Array DBMS.

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

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

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

Datacubes in Action: Array Databases as Enabling Innovation

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

Datacubes as the New Virtual Research Environment Paradigm

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

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

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

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

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

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

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

Datacubes: Exploiting Big Earth Data Better

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

Planetary Surface mineralogical Characterization using PlanetServer

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

Analyzing CRISM hyperspectral imagery using PlanetServer.

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

PlanetServer Python API – Visualization and Analysis of CRISM images

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

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

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
DOI: 10.1007/978-3-319-65633-5_5