Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/j.atmosres.2009.12.003 |
Dependence of remote sensing evapotranspiration algorithm on spatial resolution | |
Gebremichael, Mekonnen1; Wang, Junming2; Sammis, Ted W.2 | |
通讯作者 | Gebremichael, Mekonnen |
来源期刊 | ATMOSPHERIC RESEARCH
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ISSN | 0169-8095 |
EISSN | 1873-2895 |
出版年 | 2010 |
卷号 | 96期号:4页码:489-495 |
英文摘要 | Most of the existing satellite-based evapotranspiration algorithms have been developed using fine-resolution Landsat TM and ASTER data. However, these algorithms are often applied to coarse-resolution MODIS data. In this paper, we investigate the feasibility of this approach using data from ASTER overpasses of the Las Cruces region in New Mexico, which consisted of irrigated and bare land surface conditions in a desert climate, and a satellite-based evapotranspiration algorithm which has been developed for the Las Cruces region using fine-resolution ASTER data. The evaluation technique consists of comparing evapotranspiration calculated in two ways: first, calculate at the ASTER resolution and average to the MODIS resolution; and second, calculate directly at the MODIS resolution by aggregating the ASTER data to the MODIS resolution. Results show that applying the satellite-based algorithms, which are developed at ASTER resolution, to MODIS resolution leads to ET estimates that (1) preserve the overall spatial pattern (spatial correlation in excess of 0.90), (2) increase the spatial standard deviation and maximum value, and (3) have modest conditional bias: underestimate low ET rates (<1 mm/day) and overestimate high ET rates; the overestimation is within 20%. The results emphasize the need for exploring alternatives for estimation of ET from MODIS. (C) 2009 Elsevier B.V. All rights reserved. |
类型 | Article |
语种 | 英语 |
国家 | USA |
收录类别 | SCI-E |
WOS记录号 | WOS:000278474200001 |
WOS关键词 | ENERGY BALANCE ALGORITHM ; SATELLITE DATA ; MODEL |
WOS类目 | Meteorology & Atmospheric Sciences |
WOS研究方向 | Meteorology & Atmospheric Sciences |
来源机构 | New Mexico State University |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/163372 |
作者单位 | 1.Univ Connecticut, Dept Civil & Environm Engn, Storrs, CT 06269 USA; 2.New Mexico State Univ, Dept Plant & Environm Sci, Las Cruces, NM 88003 USA |
推荐引用方式 GB/T 7714 | Gebremichael, Mekonnen,Wang, Junming,Sammis, Ted W.. Dependence of remote sensing evapotranspiration algorithm on spatial resolution[J]. New Mexico State University,2010,96(4):489-495. |
APA | Gebremichael, Mekonnen,Wang, Junming,&Sammis, Ted W..(2010).Dependence of remote sensing evapotranspiration algorithm on spatial resolution.ATMOSPHERIC RESEARCH,96(4),489-495. |
MLA | Gebremichael, Mekonnen,et al."Dependence of remote sensing evapotranspiration algorithm on spatial resolution".ATMOSPHERIC RESEARCH 96.4(2010):489-495. |
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