Chairs: Kwo-Sen Kuo, NASA Goddard SFC, Greenbelt, MD, United States; Bayesics, LLC, Bowie, MD, United States and Ramakrishna R Nemani, NASA Ames Research Center, Moffett Field, CA, United States
Primary Conveners: Kwo-Sen Kuo, NASA Goddard SFC, Greenbelt, MD, United States; Bayesics, LLC, Bowie, MD, United States
Co-conveners: Tsengdar J Lee, NASA, Burke, VA, United States, Michael S Seablom, NASA, Washington, DC, United States and Ramakrishna R Nemani, NASA Ames Research Center, Moffett Field, CA, United States
OSPA Liaisons: Kwo-Sen Kuo, NASA Goddard SFC, Greenbelt, MD, United States; Bayesics, LLC, Bowie, MD, United States
A Spatio-temporal Data Mining Approach to Global scale Burned Area Monitoring
Varun Mithal1, Ankush Khandelwal1, Guruprasad Nayak1, Vipin Kumar1, Ramakrishna R Nemani2 and Nikunj Oza3, (1)University of Minnesota Twin Cities, Minneapolis, MN, United States, (2)NASA Ames Research Center, Moffett Field, CA, United States, (3)NASA - Ames Research Center, Mountain View, CA, United States
Using Analytics to Support Petabyte-Scale Science on the NASA Earth Exchange (NEX)
Petr Votava1,2, Andrew Michaelis1,2, Sangram Ganguly1,3 and Ramakrishna R Nemani1, (1)NASA Ames Research Center, Moffett Field, CA, United States, (2)University Corporation at Monterey Bay, Seaside, CA, United States, (3)Bay Area Environmental Research Institute Moffett Field, Moffett Field, CA, United States
Large-Scale Image Analytics Using Deep Learning
Sangram Ganguly1, Ramakrishna R Nemani1, Saikat Basu2, Supratik Mukhopadhyay2, Andrew Michaelis1 and Petr Votava3, (1)NASA Ames Research Center, Moffett Field, CA, United States, (2)Louisiana State University, Computer Science, Baton Rouge, LA, United States, (3)California State University Monterey Bay, Seaside, CA, United States
Addressing (some) Big Data Challenges in Climate Science: Cross-Sciences Collaborative Efforts Driven By Eudat Emerging Services
Christian Page1, Reinhard Budich2, Yvonne Meeres2, Stéphane Coutin3, Emanuel Dima4, Erhard Hinrichs4 and Michael Lautenschlager5, (1)CERFACS European Centre for Research and Advanced Training in Scientific Computation, Toulouse Cedex 01, France, (2)Max Planck Institute for Meteorology, Hamburg, Germany, (3)CINES, Montpellier, France, (4)Universität Tübingen, Department of Linguistics, Tübingen, Germany, (5)DKRZ German Climate Computing Centre, Data Management, Hamburg, Germany
Integrating Parallel and Distributed Data Mining Algorithms into the NASA Earth Exchange (NEX)
Nikunj Oza1, Vipin Kumar2, Ramakrishna R Nemani3, Shyam Boriah4, Kamalika Das1,5, Ankush Khandelwal2, Bryan Matthews1,6, Andrew Michaelis7, Varun Mithal2, Guruprasad Nayak2 and Petr Votava8, (1)NASA - Ames Research Center, Mountain View, CA, United States, (2)University of Minnesota Twin Cities, Minneapolis, MN, United States, (3)NASA Ames Research Center, Moffett Field, CA, United States, (4)University of Minnesota, Minneapolis, MN, United States, (5)University of California Santa Cruz, UARC, Santa Cruz, CA, United States, (6)Stinger Ghaffarian Technologies Greenbelt, Greenbelt, MD, United States, (7)University Corporation at Monterey Bay, Seaside, CA, United States, (8)California State University Monterey Bay, Seaside, CA, United States
A Multi-Institutional Big Data Collaboration to Estimate Long Term Terrestrial Net Carbon Uptake from Remote Sensing and Hydrological Modeling
Milton Halem1, John Dorband1, Raghavendra Rao1, Sam Lomonaco1, David R Chapman2, Jacqueline LeMoigne3, Grey S Nearing3, Craig S Pelissier3, David G Simpson4 and Thomas Clune3, (1)University of Maryland Baltimore County, Computer Science, Baltimore, MD, United States, (2)Columbia University in the City of New York, New York, NY, United States, (3)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (4)NASA Goddard Space Flight Ctr, Greenbelt, MD, United States
The NCI High Performance Computing (HPC) and High Performance Data (HPD) Platform to Support the Analysis of Petascale Environmental Data Collections
Ben James Kingston Evans1, Tim Pugh2, Lesley A Wyborn3, David Porter4, Chris Allen4, Jon Smillie4, Joseph Antony4, Claire Trenham4, Bradley John Evans5, Duan Beckett2, Tim Erwin6, Edward King7, Jonathan Hodge8, Robert Woodcock9, Ryan Fraser10 and David Tondl Lescinsky11, (1)Australian National University, Canberra, ACT, Australia, (2)Bureau of Meteorology, Melbourne, Australia, (3)Geoscience Australia, Canberra, ACT, Australia, (4)Australian National University, Canberra, Australia, (5)Macquarie University, SOUTH TURRAMURRA, Australia, (6)Commonwealth Scientific and Industrial Research Organisation - CSIRO, Melbourne, Australia, (7)CSIRO Marine and Atmospheric Research Hobart, Hobart, Australia, (8)Commonwealth Scientific and Industrial Research Organisation - CSIRO, Brisbane, Australia, (9)CSIRO Land and Water Canberra, Canberra, Australia, (10)CSIRO, Kensington, WA, Australia, (11)Geoscience Australia, Canberra, Australia
