SC
Member Since 2017
Srija Chakraborty
Scientist, Universities Space Research Association Columbia
Professional Experience
Universities Space Research Association Columbia
Scientist
2022 - Present
NASA Goddard Space Flight Center
Postdoctoral Fellow
2020 - 2022
Education
Arizona State University
Doctorate
2019
Honors & Awards
Voices for Science
Received April 2024
Srija Chakraborty is a Scientist at USRA and a NASA Black Marble Science Team member. She specializes in applied machine learning for remote sensing focusing on NASA’s Black Marble Product, with applications in near-real time disaster mitigation and ...
Srija Chakraborty is a Scientist at USRA and a NASA Black Marble Science Team member. She specializes in applied machine learning for remote sensing focusing on NASA’s Black Marble Product, with applications in near-real time disaster mitigation and long-term studies monitoring global environmental change. She serves on the NASA Science Mission Directorate AI/ML working group since 2020. Prior to joining USRA, she was a NASA Postdoctoral Program Fellow at NASA GSFC. She received a Ph.D. in Computer Engineering from Arizona State University in 2019. Her research interests lie at the intersection of ML and remote sensing, and ethical AI.
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AGU Abstracts
NASA’s Black Marble Nighttime Light Product Suite for Sustainable Development Goals
ADVANCES IN OBSERVING AND MODELING NIGHTTIME PROCESSES IN THE EARTH SYSTEM II ORAL
atmospheric sciences | 14 december 2023
Zhuosen Wang, Virginia L. Kalb, Ranjay M. Shrestha...
The NASA Black Marble nighttime light (NTL) product suite is generated from Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB) onb...
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Domain Adaptive Anomaly Detectors for Extracting and Identifying Rare Class Signals: A Case Study with NASA’s Black Marble Nighttime Lights and the Atmospheric Imaging Assembly Onboard the Solar Dynamics Observatory.
SCIENTIFIC UNDERSTANDING FROM DATA SCIENCE: SCIENTIFIC DISCOVERY FROM DATA SCIENCE–SCIENCE COLLABORATIONS I ORAL
informatics | 13 december 2023
Srija Chakraborty, Raphael Attie, Tomohiro Oda, Zu...
Recent years have witnessed a deluge of data in Earth and Space Sciences providing a unique opportunity to offer insights into different physical even...
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Assessing Electricity Availability from Machine Learning Insights of NASA’s Black Marble Nighttime Lights
MULTISECTOR DYNAMICS: SCIENCE AND MODELING FOR SOCIETAL TRANSFORMATION II POSTER
global environmental change | 13 december 2023
Srija Chakraborty, Olivia M. Alexander, Zuosheng W...
The electricity system has one of the broadest interfaces with Earth's natural processes among human and physical infrastructures, shaping the climate...
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