Sundarabalan Balasubramanian

UMBC, MD, USA

Research Expertise

Ocean Color Remote Sensing
Ocean optics
Image Processing
Data Science
Machine Learning

Legacy Map

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Publications

Sentinel-2 MultiSpectral Instrument (MSI) data processing for aquatic science applications: Demonstrations and validations
Remote Sensing of Environment
2017
Sentinel-2/Landsat-8 product consistency and implications for monitoring aquatic systems
Remote Sensing of Environment
2019
ACIX-Aqua: A global assessment of atmospheric correction methods for Landsat-8 and Sentinel-2 over lakes, rivers, and coastal waters
Remote Sensing of Environment
2021
Robust algorithm for estimating total suspended solids (TSS) in inland and nearshore coastal waters
Remote Sensing of Environment
2020
OSABT: An Innovative Algorithm to Detect and Characterize Ocean Surface Algal Blooms
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2013
An evaluation of inversion models for retrieval of inherent optical properties from ocean color in coastal and open sea waters around Korea
Journal of Oceanography
2010
Toward Long-Term Aquatic Science Products from Heritage Landsat Missions
Remote Sensing
2018
A hyperspectral inversion framework for estimating absorbing inherent optical properties and biogeochemical parameters in inland and coastal waters
Remote Sensing of Environment
2023
Modelling the inherent optical properties and estimating the constituents׳ concentrations in turbid and eutrophic waters
Continental Shelf Research
2014
Radiative transfer modeling of upwelling light field in coastal waters
Journal of Quantitative Spectroscopy and Radiative Transfer
2013
A New Inversion Model to Retrieve the Particulate Backscattering in Coastal/Ocean Waters
IEEE Transactions on Geoscience and Remote Sensing
2011
Modelling of underwater light fields in turbid and eutrophic waters: application and validation with experimental data
Ocean Science
2015
Modeling the underwater light field fluctuations in coastal oceanic waters: Validation with experimental data
Ocean Science Journal
2016
Monte Carlo simulations of the backscattering measurements for associated uncertainty
Optics Express
2018
Simultaneous retrieval of selected optical water quality indicators from Landsat-8, Sentinel-2, and Sentinel-3
Remote Sensing of Environment
2022
A Retrospective Analysis of Remote-Sensing Reflectance Products in Coastal and Inland Waters
IEEE Geoscience and Remote Sensing Letters
2024
Towards global long-term water transparency products from the Landsat archive
Remote Sensing of Environment
2023
Toward a Satellite-Based Monitoring System for Water Quality
Eos
2018

Education

Indian Institute of Technology Madras

Ocean Satellite Image Processing, Deep learning / July, 2015

Chennai

Experience

NASA GSFC/UMD

Research Scientist / March, 2017 — November, 2023

Satellite image Processing, Deep learning algorithm development, Calibration, Validation

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