Effect of COVID-19 Anthropause on Water Clarity in the Belize Coastal Lagoon

The Coronavirus disease 2019 (COVID-19) pandemic halted human activities globally in multiple sectors including tourism. As a result, nations with heavy tourism, such as Belize, experienced improvements in water quality. Remote sensing technologies can detect impacts of “anthropauses” on coastal wat...

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Main Authors: Ileana A. Callejas, Christine M. Lee, Deepak R. Mishra, Stacey L. Felgate, Claire Evans, Abel Carrias, Andria Rosado, Robert Griffin, Emil A. Cherrington, Mariam Ayad, Megha Rudresh, Benjamin P. Page, Jennifer A. Jay
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Marine Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2021.648522/full
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spelling doaj-42ec30185dc74f3d9c56719d402927802021-06-16T15:47:16ZengFrontiers Media S.A.Frontiers in Marine Science2296-77452021-05-01810.3389/fmars.2021.648522648522Effect of COVID-19 Anthropause on Water Clarity in the Belize Coastal LagoonIleana A. Callejas0Christine M. Lee1Deepak R. Mishra2Stacey L. Felgate3Stacey L. Felgate4Claire Evans5Abel Carrias6Andria Rosado7Robert Griffin8Emil A. Cherrington9Mariam Ayad10Megha Rudresh11Benjamin P. Page12Jennifer A. Jay13Department of Civil and Environmental Engineering, University of California, Los Angeles, Los Angeles, CA, United StatesJet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United StatesDepartment of Geography, University of Georgia, Athens, GA, United StatesOcean Biogeosciences, National Oceanography Centre, Southampton, United KingdomOcean and Earth Sciences, University of Southampton, Southampton, United KingdomOcean Biogeosciences, National Oceanography Centre, Southampton, United KingdomFaculty of Science & Technology, University of Belize, Belmopan, BelizeCoastal & Marine Data Centre, Coastal Zone Management Authority & Institute, Belize City, BelizeDepartment of Atmospheric and Earth Science, University of Alabama in Huntsville, Huntsville, AL, United StatesEarth System Science Center, University of Alabama in Huntsville, Huntsville, AL, United States0Department of Ocean Sciences, University of California, Santa Cruz, Santa Cruz, CA, United StatesDepartment of Geography, University of Georgia, Athens, GA, United States1Water Resources Center, University of Minnesota, St. Paul, MN, United StatesDepartment of Civil and Environmental Engineering, University of California, Los Angeles, Los Angeles, CA, United StatesThe Coronavirus disease 2019 (COVID-19) pandemic halted human activities globally in multiple sectors including tourism. As a result, nations with heavy tourism, such as Belize, experienced improvements in water quality. Remote sensing technologies can detect impacts of “anthropauses” on coastal water quality. In this study, moderate resolution imaging spectroradiometer (MODIS) satellite data were employed along the Belizean coast to investigate impacts of the COVID-19 shutdown on water quality. The attenuation coefficient at 490 nm, Kd(490), was used as an indicator of water quality, with a lower Kd(490) indicating increased water clarity. Four Coastal Management Zones were characterized by marine traffic as high traffic areas (HTAs) and two as low traffic areas (LTAs). Monthly composites for two periods, 2002–2019 (baseline) and 2020 were examined for Kd(490). For months prior to the COVID-19 shutdown in Belize, there was generally no significant difference in Kd(490) (p > 0.05) between 2020 and baseline period in HTAs and LTAs. Through the shutdown, Kd was lower in 2020 at HTAs, but not for LTAs. At the LTAs, the Kd(490)s observed in 2020 were similar to previous years through October. In November, an unusually active hurricane season in 2020 was associated with decreased water clarity along the entire coast of Belize. This study provides proof of concept that satellite-based monitoring of water quality can complement in situ data and provide evidence of significant water quality improvements due to the COVID-19 shutdown, likely due to reduced marine traffic. However, these improvements were no longer observed following an active hurricane season.https://www.frontiersin.org/articles/10.3389/fmars.2021.648522/fulldiffuse attenuation coefficientmoderate resolution imaging spectroradiometerremote sensingwater qualitymarine trafficBelize Barrier Reef Reserve System
collection DOAJ
language English
format Article
sources DOAJ
author Ileana A. Callejas
Christine M. Lee
Deepak R. Mishra
Stacey L. Felgate
Stacey L. Felgate
Claire Evans
Abel Carrias
Andria Rosado
Robert Griffin
Emil A. Cherrington
Mariam Ayad
Megha Rudresh
Benjamin P. Page
Jennifer A. Jay
spellingShingle Ileana A. Callejas
Christine M. Lee
Deepak R. Mishra
Stacey L. Felgate
Stacey L. Felgate
Claire Evans
Abel Carrias
Andria Rosado
Robert Griffin
Emil A. Cherrington
Mariam Ayad
Megha Rudresh
Benjamin P. Page
Jennifer A. Jay
Effect of COVID-19 Anthropause on Water Clarity in the Belize Coastal Lagoon
Frontiers in Marine Science
diffuse attenuation coefficient
moderate resolution imaging spectroradiometer
remote sensing
water quality
marine traffic
Belize Barrier Reef Reserve System
author_facet Ileana A. Callejas
Christine M. Lee
Deepak R. Mishra
Stacey L. Felgate
Stacey L. Felgate
Claire Evans
Abel Carrias
Andria Rosado
Robert Griffin
Emil A. Cherrington
Mariam Ayad
Megha Rudresh
Benjamin P. Page
Jennifer A. Jay
author_sort Ileana A. Callejas
title Effect of COVID-19 Anthropause on Water Clarity in the Belize Coastal Lagoon
title_short Effect of COVID-19 Anthropause on Water Clarity in the Belize Coastal Lagoon
title_full Effect of COVID-19 Anthropause on Water Clarity in the Belize Coastal Lagoon
title_fullStr Effect of COVID-19 Anthropause on Water Clarity in the Belize Coastal Lagoon
title_full_unstemmed Effect of COVID-19 Anthropause on Water Clarity in the Belize Coastal Lagoon
title_sort effect of covid-19 anthropause on water clarity in the belize coastal lagoon
publisher Frontiers Media S.A.
series Frontiers in Marine Science
issn 2296-7745
publishDate 2021-05-01
description The Coronavirus disease 2019 (COVID-19) pandemic halted human activities globally in multiple sectors including tourism. As a result, nations with heavy tourism, such as Belize, experienced improvements in water quality. Remote sensing technologies can detect impacts of “anthropauses” on coastal water quality. In this study, moderate resolution imaging spectroradiometer (MODIS) satellite data were employed along the Belizean coast to investigate impacts of the COVID-19 shutdown on water quality. The attenuation coefficient at 490 nm, Kd(490), was used as an indicator of water quality, with a lower Kd(490) indicating increased water clarity. Four Coastal Management Zones were characterized by marine traffic as high traffic areas (HTAs) and two as low traffic areas (LTAs). Monthly composites for two periods, 2002–2019 (baseline) and 2020 were examined for Kd(490). For months prior to the COVID-19 shutdown in Belize, there was generally no significant difference in Kd(490) (p > 0.05) between 2020 and baseline period in HTAs and LTAs. Through the shutdown, Kd was lower in 2020 at HTAs, but not for LTAs. At the LTAs, the Kd(490)s observed in 2020 were similar to previous years through October. In November, an unusually active hurricane season in 2020 was associated with decreased water clarity along the entire coast of Belize. This study provides proof of concept that satellite-based monitoring of water quality can complement in situ data and provide evidence of significant water quality improvements due to the COVID-19 shutdown, likely due to reduced marine traffic. However, these improvements were no longer observed following an active hurricane season.
topic diffuse attenuation coefficient
moderate resolution imaging spectroradiometer
remote sensing
water quality
marine traffic
Belize Barrier Reef Reserve System
url https://www.frontiersin.org/articles/10.3389/fmars.2021.648522/full
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