TY - GEN
T1 - Architecture for a Colombian data cube using satellite imagery for environmental applications
AU - Bravo, Germán
AU - Castro, Harold
AU - Moreno, Andrés
AU - Ariza-Porras, Christian
AU - Galindo, Gustavo
AU - Cabrera, Edersson
AU - Valbuena, Saralux
AU - Lozano-Rivera, Pilar
N1 - Publisher Copyright:
© Springer International Publishing AG 2017.
PY - 2017
Y1 - 2017
N2 - SOLAP data cubes are a main tool to help on the processing of satellite imagery. This article presents the work developed for adapting an existing SOLAP Data Cube to the current Colombian Protocol for processing satellite images to analyze deforestation. We studied different technological alternatives to support such protocol and extend the capabilities of the Australian data cube to include the whole analysis process. In this way, it is possible for different institutions to produce and consume information to/from the data cube allowing the standardization of such information. In consequence, an institution can generate new results based on previous information generated for another institution, keeping the associated metadata along the whole process. This paper introduces the defined architecture, a first implementation and the first results obtained by IDEAM, the Colombian official institution responsible for the monitoring of deforestation in the country.
AB - SOLAP data cubes are a main tool to help on the processing of satellite imagery. This article presents the work developed for adapting an existing SOLAP Data Cube to the current Colombian Protocol for processing satellite images to analyze deforestation. We studied different technological alternatives to support such protocol and extend the capabilities of the Australian data cube to include the whole analysis process. In this way, it is possible for different institutions to produce and consume information to/from the data cube allowing the standardization of such information. In consequence, an institution can generate new results based on previous information generated for another institution, keeping the associated metadata along the whole process. This paper introduces the defined architecture, a first implementation and the first results obtained by IDEAM, the Colombian official institution responsible for the monitoring of deforestation in the country.
KW - Data cubes architecture
KW - Deforestation
KW - SOLAP data cubes
UR - https://www.scopus.com/pages/publications/85028847066
U2 - 10.1007/978-3-319-66562-7_17
DO - 10.1007/978-3-319-66562-7_17
M3 - Conference contribution
AN - SCOPUS:85028847066
SN - 9783319665610
T3 - Communications in Computer and Information Science
SP - 227
EP - 241
BT - Advances in Computing - 12th Colombian Conference, CCC 2017, Proceedings
A2 - Solano, Andres
A2 - Ordonez, Hugo
PB - Springer Verlag
T2 - 12th Colombian Conference on Computing, CCC 2017
Y2 - 19 September 2017 through 22 September 2017
ER -