Shallow coastal water turbidity monitoring using Planet Dove satellites

Jiwei Li, Rachel R. Carlson, David E. Knapp, Gregory P. Asner

Research output: Contribution to journalArticlepeer-review

Abstract

Turbidity monitoring in shallow coastal waters is fundamental to marine ecosystem research, management and protection. Satellite-based water turbidity monitoring can be conducted at a greater spatial extent and higher temporal frequency than field measurements. The new Planet Dove satellite constellation has a daily revisit frequency and higher spatial resolution than Sentinel or Landsat satellites, allowing Planet Dove to track water turbidity dynamics in greater detail when suitable atmospheric correction is provided. We developed a new shallow coastal water turbidity estimation algorithm for Planet Dove and similar multi-spectral satellites. Our algorithm accounts for bottom reflectance in total water-leaving radiance to derive turbidity values in shallow coastal waters. We tested the algorithm with data from 235 Dove satellite images at five sites with different water conditions (Pelekane Bay, Big Island, Hawai‘i; Hilo Bay, Big Island, Hawai‘i; Kilo Nalu and Ala Wai, O‘ahu, Hawai‘i; Fagatele Bay, American Samoa; Vieques Island, Puerto Rico). We then validated satellite-derived turbidity results (RMSE = 0.79–1.12 FNU [Formazin Nephelometric Unit]) using 75 days of field-measured data, ranging in turbidity from 0.1 to 11.6 FNU in the five sites. Results show that our algorithm accurately detects turbidity in critical nearshore environments. In Hawai‘i, we used ~6700 Dove images to support a weekly turbidity monitoring study at a large geographic scale. We found this new, shallow-water algorithm can be effectively applied to Dove satellite data to monitor water turbidity at high temporal resolution.

Original languageEnglish (US)
JournalRemote Sensing in Ecology and Conservation
DOIs
StateAccepted/In press - 2022

Keywords

  • Benthic
  • coastal water
  • coral reef
  • Planet Dove
  • shallow water
  • turbidity

ASJC Scopus subject areas

  • Ecology, Evolution, Behavior and Systematics
  • Ecology
  • Computers in Earth Sciences
  • Nature and Landscape Conservation

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