Algae Blooms on the Greenland Ice Sheet Detected Through Solar-Induced Fluorescence

Cynthia Gerlein-Safdi, Philipp Köhler, Shujie Wang, Mark Flanner, Gretchen Keppel-Aleks, Christian Frankenberg

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Glacial algae blooms on the Greenland ice sheet darken the surface albedo, enhancing surface melt. Sentinel-3 data was the first to highlight the extent of these blooms, which are expected to become larger as climate changes. Here, we propose a novel use of solar-induced chlorophyll fluorescence (SIF) data from TROPOspheric monitoring instrument (TROPOMI) to confirm the Sentinel-based maps and extend the data to daily levels to understand year-to-year variations in algae blooms. We combine the SIF data with a random walker algorithm to identify algae-covered areas. The SIF-based maps are found to be highly correlated with the Sentinel-based ones. The extent and the timing of the algae bloom are consistent between 2018 and 2020. This work opens the door to a new, complementary method for the monitoring of algae blooms on ice sheets and improving our understanding of their impact on glacier melt rate.

Original languageEnglish (US)
Article number4302309
JournalIEEE Transactions on Geoscience and Remote Sensing
Volume61
DOIs
StatePublished - 2023

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • General Earth and Planetary Sciences

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