METRIC and WaPOR Estimates of Evapotranspiration over the Lake Urmia Basin: Comparative Analysis and Composite Assessment

Evapotranspiration is one of the main components of water and energy balance. In this study, we compare two ET products, suitable for regional analysis at high spatial resolution: The recent WaPOR product developed by FAO and METRIC algorithm. WaPOR is based on ETLook, which is a two-source model an...

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Main Authors: Mostafa Javadian, Ali Behrangi, Mohsen Gholizadeh, Masoud Tajrishy
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/11/8/1647
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spelling doaj-158f0cdf85b04334b3263400fcdb7e272020-11-25T01:57:17ZengMDPI AGWater2073-44412019-08-01118164710.3390/w11081647w11081647METRIC and WaPOR Estimates of Evapotranspiration over the Lake Urmia Basin: Comparative Analysis and Composite AssessmentMostafa Javadian0Ali Behrangi1Mohsen Gholizadeh2Masoud Tajrishy3Department of Hydrology and Atmospheric Sciences, University of Arizona, Tucson, AZ 210011, USADepartment of Hydrology and Atmospheric Sciences, University of Arizona, Tucson, AZ 210011, USARemote Sensing Research Center, Sharif University of Technology, Tehran 11155, IranRemote Sensing Research Center, Sharif University of Technology, Tehran 11155, IranEvapotranspiration is one of the main components of water and energy balance. In this study, we compare two ET products, suitable for regional analysis at high spatial resolution: The recent WaPOR product developed by FAO and METRIC algorithm. WaPOR is based on ETLook, which is a two-source model and relies on microwave images. WaPOR is unique as it has no limitation under cloudy days, but METRIC is limited by clouds. METRIC and WaPOR are more sensitive to land surface temperature and soil moisture, respectively. Using two years (2010 and 2014) of data over Lake Urmia basin, we show that in most areas, ET from METRIC is higher than WaPOR and the difference has an ascending trend with the elevation. The ET of lysimeter station is fairly consistent with METRIC based on a single observation. Our analysis using NDVI and land use maps suggests that the histogram of ET from WaPOR might be more realistic than METRIC, but not its amount. The fraction of ET to precipitation in rainfed agriculture areas shows that WaPOR is more accurate than METRIC, mainly because in the absence of other water resources such as ground water annual ET cannot exceed annual precipitation. In contrast, METRIC produces a more realistic estimate than WaPOR over irrigated farms. The results suggest that the two products can complement each other.https://www.mdpi.com/2073-4441/11/8/1647evapotranspirationWaPORMETRICETLookLake Urmiaremote sensingMODISlysimeterwater consumptionirrigation
collection DOAJ
language English
format Article
sources DOAJ
author Mostafa Javadian
Ali Behrangi
Mohsen Gholizadeh
Masoud Tajrishy
spellingShingle Mostafa Javadian
Ali Behrangi
Mohsen Gholizadeh
Masoud Tajrishy
METRIC and WaPOR Estimates of Evapotranspiration over the Lake Urmia Basin: Comparative Analysis and Composite Assessment
Water
evapotranspiration
WaPOR
METRIC
ETLook
Lake Urmia
remote sensing
MODIS
lysimeter
water consumption
irrigation
author_facet Mostafa Javadian
Ali Behrangi
Mohsen Gholizadeh
Masoud Tajrishy
author_sort Mostafa Javadian
title METRIC and WaPOR Estimates of Evapotranspiration over the Lake Urmia Basin: Comparative Analysis and Composite Assessment
title_short METRIC and WaPOR Estimates of Evapotranspiration over the Lake Urmia Basin: Comparative Analysis and Composite Assessment
title_full METRIC and WaPOR Estimates of Evapotranspiration over the Lake Urmia Basin: Comparative Analysis and Composite Assessment
title_fullStr METRIC and WaPOR Estimates of Evapotranspiration over the Lake Urmia Basin: Comparative Analysis and Composite Assessment
title_full_unstemmed METRIC and WaPOR Estimates of Evapotranspiration over the Lake Urmia Basin: Comparative Analysis and Composite Assessment
title_sort metric and wapor estimates of evapotranspiration over the lake urmia basin: comparative analysis and composite assessment
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2019-08-01
description Evapotranspiration is one of the main components of water and energy balance. In this study, we compare two ET products, suitable for regional analysis at high spatial resolution: The recent WaPOR product developed by FAO and METRIC algorithm. WaPOR is based on ETLook, which is a two-source model and relies on microwave images. WaPOR is unique as it has no limitation under cloudy days, but METRIC is limited by clouds. METRIC and WaPOR are more sensitive to land surface temperature and soil moisture, respectively. Using two years (2010 and 2014) of data over Lake Urmia basin, we show that in most areas, ET from METRIC is higher than WaPOR and the difference has an ascending trend with the elevation. The ET of lysimeter station is fairly consistent with METRIC based on a single observation. Our analysis using NDVI and land use maps suggests that the histogram of ET from WaPOR might be more realistic than METRIC, but not its amount. The fraction of ET to precipitation in rainfed agriculture areas shows that WaPOR is more accurate than METRIC, mainly because in the absence of other water resources such as ground water annual ET cannot exceed annual precipitation. In contrast, METRIC produces a more realistic estimate than WaPOR over irrigated farms. The results suggest that the two products can complement each other.
topic evapotranspiration
WaPOR
METRIC
ETLook
Lake Urmia
remote sensing
MODIS
lysimeter
water consumption
irrigation
url https://www.mdpi.com/2073-4441/11/8/1647
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