TY - GEN
T1 - ICEBERG
T2 - 2020 Conference on Practice and Experience in Advanced Research Computing: Catch the Wave, PEARC 2020
AU - Spitzbart, Bradley D.
AU - Lynch, Heather J.
AU - Turilli, Matteo
AU - Jha, Shantenu
N1 - Publisher Copyright:
© 2020 ACM.
PY - 2020/7/26
Y1 - 2020/7/26
N2 - The ICEBERG (Imagery Cyber-infrastructure and Extensible Building blocks to Enhance Research in the Geosciences) project (NSF # 1740595) aims to (1) develop open source image classification tools tailored to high-resolution satellite imagery of the Arctic and Antarctic to be used on HPDC resources, (2) create easy-to-use interfaces to facilitate the development and testing of algorithms for application to specific geoscience requirements, (3) apply these tools through use cases that span the biological, hydrological, and geoscience needs of the polar community, and (4) transfer these tools to the larger non-polar community. Here we report on the project status and lessons learned.
AB - The ICEBERG (Imagery Cyber-infrastructure and Extensible Building blocks to Enhance Research in the Geosciences) project (NSF # 1740595) aims to (1) develop open source image classification tools tailored to high-resolution satellite imagery of the Arctic and Antarctic to be used on HPDC resources, (2) create easy-to-use interfaces to facilitate the development and testing of algorithms for application to specific geoscience requirements, (3) apply these tools through use cases that span the biological, hydrological, and geoscience needs of the polar community, and (4) transfer these tools to the larger non-polar community. Here we report on the project status and lessons learned.
KW - cyberinfrastructure
KW - geosciences
KW - high resolution satellite imagery
UR - https://www.scopus.com/pages/publications/85089269509
U2 - 10.1145/3311790.3396640
DO - 10.1145/3311790.3396640
M3 - Conference contribution
AN - SCOPUS:85089269509
T3 - ACM International Conference Proceeding Series
SP - 299
EP - 303
BT - PEARC 2020 - Practice and Experience in Advanced Research Computing 2020
PB - Association for Computing Machinery
Y2 - 27 July 2020 through 31 July 2020
ER -