Data Workbench For Earth and Atmospheric Science Research Community
2024
S. Goswami, K. Dumas, W. Darnell, V.T. Garbulet, M. Giansiracusa, et al. Published in 2024 IEEE International Conference on Big Data (BigData), 2320-2325.
Enhancing Discoverability and Management of Atmospheric Data at Scale: Solutions from the ARM Data Center
2024
C. Shah, W. Darnell, H. Collier, H. Shanafield, M. Giansiracusa, G. Prakash. Published in 2024 IEEE International Conference on Big Data (BigData), 783-792.
Integrating High-Resolution Modeling with Diverse Field Campaign Observations through an Open Science Summer School
2024
M.A. Grover, S. Collis, D. Feldman, A. Fridlind, Y.C. Feng, M. Giansiracusa, et al. Published in Bulletin of the American Meteorological Society.
Enabling Post-campaign Processing of Single Particle Soot Photometer (SP2) Data Using PySP2 and Dask
2024
R.C. Jackson, A. Sedlacek, A. Theisen, S.M. Collis, M.A. Grover, J.R. O'Brien, et al. Published in 104th AMS Annual Meeting.
Provenance–aware workflow for data quality management and improvement for large continuous scientific data streams
2019
J. Kumar, M.C. Crow, R. Devarakonda, M. Giansiracusa, K. Guntupally, et al. Published in 2019 IEEE International Conference on Big Data (Big Data), 3260-3266. Citations: 8
Modern, microservices based web-applications for accessing atmospheric data: ARM Data Center Example
2019
R. Devarakonda, K. Guntupally, M.C. Crow, W. Darnell, K.K. Dumas, et al. Published in AGU Fall Meeting Abstracts 2019, IN31C-0807.
Machine learning and social media to mine and disseminate big scientific data
2018
R. Devarakonda, M. Giansiracusa, J. Kumar. Published in 2018 IEEE International Conference on Big Data (Big Data), 5312-5315. Citations: 4
Social media based NPL system to find and retrieve ARM data: Concept paper
2017
R. Devarakonda, M. Giansiracusa, J. Kumar, H. Shanafield. Published in 2017 IEEE International Conference on Big Data (Big Data), 4736-4737. Citations: 3
Double-density and dual-tree based methods for image super resolution
2017
M. Giansiracusa, E. Blasch, P. Singerman, S. Ezekiel. Published in Geospatial Informatics, Fusion, and Motion Video Analytics VII 10199, 123-138.
General linear hypothesis test: a method for algorithm selection
2017
P. Singerman, E. Blasch, M. Giansiracusa, S. Ezekiel. Published in Geospatial Informatics, Fusion, and Motion Video Analytics VII 10199, 121-137.
Matrix sketching for big data reduction (Conference Presentation)
2017
S. Ezekiel, M. Giansiracusa. Published in Geospatial Informatics, Fusion, and Motion Video Analytics VII 10199, 122-122.
A comparative study of multi-scale image super-resolution techniques
2016
M. Giansiracusa, S. Ezekiel, J. Raquepas, E. Blasch, M. Thomas. Published in 2016 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 1-7. Citations: 1
Multi-focus and multi-modal fusion: a study of multi-resolution transforms
2016
M. Giansiracusa, A. Lutz, S. Ezekiel, M. Alford, E. Blasch, A. Bubalo, et al. Published in Geospatial Informatics, Fusion, and Motion Video Analytics VI 9841, 64-73. Citations: 3
A comparative study of multi-focus image fusion validation metrics
2016
M. Giansiracusa, A. Lutz, N. Messer, S. Ezekiel, M. Alford, E. Blasch, et al. Published in Geospatial Informatics, Fusion, and Motion Video Analytics VI 9841, 74-82. Citations: 2
Optimal multi-focus contourlet-based image fusion algorithm selection
2016
A. Lutz, M. Giansiracusa, N. Messer, S. Ezekiel, E. Blasch, M. Alford. Published in Geospatial Informatics, Fusion, and Motion Video Analytics VI 9841, 48-55. Citations: 5
Bandelet-based image fusion: a comparative study for multi-focus images
2016
M. Giansiracusa, A. Lutz, N. Messer, S. Ezekiel, E. Blasch, M. Alford. Published in Geospatial Informatics, Fusion, and Motion Video Analytics VI 9841, 56-63. Citations: 3
Atmospheric Data Community Toolkit (ACT): A Python Library for Working with Atmospheric Data
2020
A. Theisen, S. Collis, R. Jackson, Z. Sherman, N.L. Hickmon, K.E. Kehoe, et al. Published in 100th American Meteorological Society Annual Meeting. Citations: 1