Operational Actual Wetland Evapotranspiration Estimation for South Florida Using MODIS Imagery

Evapotranspiration is a reliable indicator of wetland health. Wetlands are an important and valuable ecosystem on the South Florida landscape. Accurate wetland Actual Evapotranspiration (AET) data can be used to evaluate the performance of South Florida’s Everglades restoration programs. However, re...

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Main Authors: Cristobal N. Ceron, Assefa M. Melesse, René Price, Shimelis B. Dessu, Hari P. Kandel
Format: Article
Language:English
Published: MDPI AG 2015-03-01
Series:Remote Sensing
Subjects:
Online Access:http://www.mdpi.com/2072-4292/7/4/3613
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spelling doaj-ce66abc1ea2b4cfc9c465f7e38db54aa2020-11-24T23:07:08ZengMDPI AGRemote Sensing2072-42922015-03-01743613363210.3390/rs70403613rs70403613Operational Actual Wetland Evapotranspiration Estimation for South Florida Using MODIS ImageryCristobal N. Ceron0Assefa M. Melesse1René Price2Shimelis B. Dessu3Hari P. Kandel4Department of Earth and Environment, Florida International University, Miami, FL 33199, USADepartment of Earth and Environment, Florida International University, Miami, FL 33199, USADepartment of Earth and Environment, Florida International University, Miami, FL 33199, USADepartment of Earth and Environment, Florida International University, Miami, FL 33199, USADepartment of Earth and Environment, Florida International University, Miami, FL 33199, USAEvapotranspiration is a reliable indicator of wetland health. Wetlands are an important and valuable ecosystem on the South Florida landscape. Accurate wetland Actual Evapotranspiration (AET) data can be used to evaluate the performance of South Florida’s Everglades restoration programs. However, reliable AET measurements rely on scattered point measurements restricting applications over a larger area. The objective of this study was to validate the ability of the Simplified Surface Energy Balance (SSEB) approach and the Simple Method (also called the Abtew Method) to provide large area AET estimates for wetland recovery efforts. The study used Moderate Resolution Imaging Spectroradiometer (MODIS) sensor spectral data and South Florida Water Management District (SFWMD) solar radiation data to derive weekly AET values for South Florida. The SSEB-Simple Method approach provided acceptable results with good agreement with observed values during the critical dry season period, when cloud cover was low (rave (n = 59) = 0.700, pave < 0.0005), but requires further refinement to be viable for yearly estimates because of poor performance during wet season months, mainly because of cloud contamination. The approach can be useful for short-term wetland recovery assessment projects that occur during the dry season and/or long term projects that compare site AET rates from dry season to dry season.http://www.mdpi.com/2072-4292/7/4/3613evergladesevapotranspirationMODISsimple modelSSEBsurface temperature
collection DOAJ
language English
format Article
sources DOAJ
author Cristobal N. Ceron
Assefa M. Melesse
René Price
Shimelis B. Dessu
Hari P. Kandel
spellingShingle Cristobal N. Ceron
Assefa M. Melesse
René Price
Shimelis B. Dessu
Hari P. Kandel
Operational Actual Wetland Evapotranspiration Estimation for South Florida Using MODIS Imagery
Remote Sensing
everglades
evapotranspiration
MODIS
simple model
SSEB
surface temperature
author_facet Cristobal N. Ceron
Assefa M. Melesse
René Price
Shimelis B. Dessu
Hari P. Kandel
author_sort Cristobal N. Ceron
title Operational Actual Wetland Evapotranspiration Estimation for South Florida Using MODIS Imagery
title_short Operational Actual Wetland Evapotranspiration Estimation for South Florida Using MODIS Imagery
title_full Operational Actual Wetland Evapotranspiration Estimation for South Florida Using MODIS Imagery
title_fullStr Operational Actual Wetland Evapotranspiration Estimation for South Florida Using MODIS Imagery
title_full_unstemmed Operational Actual Wetland Evapotranspiration Estimation for South Florida Using MODIS Imagery
title_sort operational actual wetland evapotranspiration estimation for south florida using modis imagery
publisher MDPI AG
series Remote Sensing
issn 2072-4292
publishDate 2015-03-01
description Evapotranspiration is a reliable indicator of wetland health. Wetlands are an important and valuable ecosystem on the South Florida landscape. Accurate wetland Actual Evapotranspiration (AET) data can be used to evaluate the performance of South Florida’s Everglades restoration programs. However, reliable AET measurements rely on scattered point measurements restricting applications over a larger area. The objective of this study was to validate the ability of the Simplified Surface Energy Balance (SSEB) approach and the Simple Method (also called the Abtew Method) to provide large area AET estimates for wetland recovery efforts. The study used Moderate Resolution Imaging Spectroradiometer (MODIS) sensor spectral data and South Florida Water Management District (SFWMD) solar radiation data to derive weekly AET values for South Florida. The SSEB-Simple Method approach provided acceptable results with good agreement with observed values during the critical dry season period, when cloud cover was low (rave (n = 59) = 0.700, pave < 0.0005), but requires further refinement to be viable for yearly estimates because of poor performance during wet season months, mainly because of cloud contamination. The approach can be useful for short-term wetland recovery assessment projects that occur during the dry season and/or long term projects that compare site AET rates from dry season to dry season.
topic everglades
evapotranspiration
MODIS
simple model
SSEB
surface temperature
url http://www.mdpi.com/2072-4292/7/4/3613
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