SC
Member Since 2017
Srija Chakraborty
Scientist, Universities Space Research Association Columbia
AGU Research
Search
Filters
Clear All
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...
View Abstract
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...
View Abstract
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...
View Abstract
A Cloud-Integrated Approach in Advancing NASA’s Earth Observation Data Accessibility and Application Capabilities: A Case Study with Nighttime Lights
SCIENCE TOWARD OPENNESS POSTER
informatics | 11 december 2023
Ranjay M. Shrestha, Srija Chakraborty, Zuosheng Wa...
In accordance with NASA's open-science policy, a comprehensive migration of all Earth Observation data to the Earthdata Cloud is underway. This migrat...
View Abstract
Disaster Monitoring through NASA’s Black Marble Nighttime Lights Product Suite
USE OF SATELLITE REMOTE SENSING DATA FOR DISASTER MANAGEMENT: PERSPECTIVES FROM DISASTER MANAGEMENT PRACTITIONERS AND CASE STUDIES I ONLINE POSTER DISCUSSION
natural hazards | 14 december 2022
Ranjay M. Shrestha, Eleanor C. Stokes, Zuosheng Wa...
Continued access to electricity is essential for our health, well-being, and social productivity. Failure to restore power supply for an extended peri...
View Abstract
Benchmarking NASA’s Black Marble Product Suite for Near-Real Time Monitoring of Nighttime Combustion
GROWING OPPORTUNITIES FOR MULTIPARTY COLLABORATIONS IN ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING FOR SCIENCE RESEARCH AND APPLICATIONS III ORAL
earth and space science informatics | 13 december 2022
Srija Chakraborty, Tomohiro Oda, Virginia L. Kalb,...
Nighttime observations acquired by the Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB) capture a wide variety of natural and hu...
View Abstract
Adaptive Modeling of Satellite-Derived Nighttime Lights for Monitoring Urban Change Processes Using Time-Series Forecasting
MULTI-SECTOR DYNAMICS: ENVIRONMENTAL CHANGE, RESILIENCE, AND SOCIETY IN URBAN AREAS UNDER A CHANGING CLIMATE II ORAL
global environmental change | 12 december 2022
Srija Chakraborty, Eleanor C. Stokes
Remotely sensed nighttime lights (NTL) datasets such as those derived by NASAs Black Marble Product Suite uniquely capture urban change processes that...
View Abstract
Towards Improved Monitoring of Combustion Emissions: An Enhanced Combustion Detection Approach Using Machine Learning and NASA’s Black Marble Nighttime Lights Product Suite
CARBON MONITORING SYSTEMS RESEARCH AND APPLICATIONS III POSTER
biogeosciences | 14 december 2021
Srija Chakraborty, Tomohiro Oda, Virginia L. Kalb,...
Observations from the Visible Infrared Imaging Radiometer Suite (VIIRS) have been utilized to detect combustion events such as gas flaring, biomass bu...
View Abstract