eddy covariance;
evapotranspiration;
MODIS;
remote sensing;
riparian water use;
D O I:
10.1016/j.jaridenv.2008.01.001
中图分类号:
Q14 [生态学(生物生态学)];
学科分类号:
071012 ;
0713 ;
摘要:
Riparian evapotranspiration (ET) is a major component of the surface and subsurface water balance for many semiarid watersheds. Measurement or model-based estimates of ET are often made on a local scale, but spatially distributed estimates are needed to determine ET over catchments. In this paper, we document the ET that was quantified over 3 years using eddy covariance for three riparian ecosystems along the Upper San Pedro River of southeastern Arizona, USA, and we use a water balance equation to determine annual groundwater use. Riparian evapotranspiration and groundwater use for the watershed were then determined by using a calibrated, empirical model that uses 16-day, 250-1000 m remotesensing products for the years of 2001-2005. The inputs for the model were derived entirely from the NASA MODIS sensor and consisted of the Enhanced Vegetation Index and land surface temperature. The scaling model was validated using subsets of the entire dataset (omitting different sites or years) and its capable performance for well-watered sites (MAD = 0.32 mm day(-1), R-2 = 0.93) gave us confidence in,using it to determine ET over the watershed. Three years of eddy covariance data for the riparian sites reveal that ET and groundwater use increased as woody plant density increased. Groundwater use was less variable at the woodland site, which had the greatest density of phreatophytes. Annual riparian groundwater use within the watershed was nearly constant over the study period despite an oil-going drought. For the San Pedro alone, the amounts determined in this paper are within the range of most recently reported values that were derived using an entirely different approach. However, because of our larger estimates for groundwater use for the main tributary of the San Pedro, the watershed totals were higher. The approach presented here call provide riparian ET and groundwater use amounts that reflect real natural variability in phreatophyte withdrawals and improve the accuracy of a watershed's water budget. (c) 2008 Elsevier Ltd. All rights reserved.
机构:
Washington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Missik, Justine E. C.
Liu, Heping
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Washington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Liu, Heping
Gao, Zhongming
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Washington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Gao, Zhongming
Huang, Maoyi
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机构:
Pacific Northwest Natl Lab, Richland, WA 99352 USA
NOAA, Off Sci & Technol Integrat, Natl Weather Serv, Washington, DC USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Huang, Maoyi
Chen, Xingyuan
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Pacific Northwest Natl Lab, Richland, WA 99352 USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Chen, Xingyuan
Arntzen, Evan
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Pacific Northwest Natl Lab, Richland, WA 99352 USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Arntzen, Evan
Mcfarland, Douglas P.
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Pacific Northwest Natl Lab, Richland, WA 99352 USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Mcfarland, Douglas P.
Verbeke, Brittany
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Pacific Northwest Natl Lab, Richland, WA 99352 USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
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Colorado State Univ, Dept Civil & Environm Engn, 1372 Campus Delivery, Ft Collins, CO 80523 USAColorado State Univ, Dept Civil & Environm Engn, 1372 Campus Delivery, Ft Collins, CO 80523 USA
Lurtz, Matthew R.
Morrison, Ryan R.
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Colorado State Univ, Dept Civil & Environm Engn, 1372 Campus Delivery, Ft Collins, CO 80523 USAColorado State Univ, Dept Civil & Environm Engn, 1372 Campus Delivery, Ft Collins, CO 80523 USA
Morrison, Ryan R.
Gates, Timothy K.
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Colorado State Univ, Dept Civil & Environm Engn, 1372 Campus Delivery, Ft Collins, CO 80523 USAColorado State Univ, Dept Civil & Environm Engn, 1372 Campus Delivery, Ft Collins, CO 80523 USA
Gates, Timothy K.
Senay, Gabriel B.
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US Geol Survey, Earth Resources Observat & Sci EROS Ctr, North Cent Climate Sci Ctr, Ft Collins, CO USAColorado State Univ, Dept Civil & Environm Engn, 1372 Campus Delivery, Ft Collins, CO 80523 USA
Senay, Gabriel B.
Bhaskar, Aditi S.
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Colorado State Univ, Dept Civil & Environm Engn, 1372 Campus Delivery, Ft Collins, CO 80523 USAColorado State Univ, Dept Civil & Environm Engn, 1372 Campus Delivery, Ft Collins, CO 80523 USA
Bhaskar, Aditi S.
Ketchum, David G.
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Montana Dept Nat Resources & Conservat, Div Water Resources, Helena, MT USAColorado State Univ, Dept Civil & Environm Engn, 1372 Campus Delivery, Ft Collins, CO 80523 USA
机构:
Univ Calif Merced, Sierra Nevada Res Inst, 5200 North Lake Rd, Merced, CA 95343 USAUniv Calif Merced, Sierra Nevada Res Inst, 5200 North Lake Rd, Merced, CA 95343 USA
Rungee, Joseph
Bales, Roger
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Univ Calif Merced, Sierra Nevada Res Inst, 5200 North Lake Rd, Merced, CA 95343 USAUniv Calif Merced, Sierra Nevada Res Inst, 5200 North Lake Rd, Merced, CA 95343 USA
Bales, Roger
Goulden, Michael
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Univ Calif Irvine, Dept Earth Syst Sci, Irvine, CA USAUniv Calif Merced, Sierra Nevada Res Inst, 5200 North Lake Rd, Merced, CA 95343 USA
机构:
Washington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Missik, Justine E. C.
Liu, Heping
论文数: 0引用数: 0
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机构:
Washington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Liu, Heping
Gao, Zhongming
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机构:
Washington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Gao, Zhongming
Huang, Maoyi
论文数: 0引用数: 0
h-index: 0
机构:
Pacific Northwest Natl Lab, Richland, WA USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Huang, Maoyi
Chen, Xingyuan
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h-index: 0
机构:
Pacific Northwest Natl Lab, Richland, WA USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Chen, Xingyuan
Arntzen, Evan
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Pacific Northwest Natl Lab, Richland, WA USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Arntzen, Evan
Mcfarland, Douglas P.
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Pacific Northwest Natl Lab, Richland, WA USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Mcfarland, Douglas P.
Ren, Huiying
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Pacific Northwest Natl Lab, Richland, WA USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Ren, Huiying
Titzler, P. Scott
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Pacific Northwest Natl Lab, Richland, WA USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Titzler, P. Scott
Thomle, Jonathan N.
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Pacific Northwest Natl Lab, Richland, WA USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
Thomle, Jonathan N.
Goldman, Amy
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Pacific Northwest Natl Lab, Richland, WA USAWashington State Univ, Dept Civil & Environm Engn, Lab Atmospher Res, Pullman, WA 99164 USA
机构:
Arizona State Univ, Sch Sustainable Engn & Built Environm, Tempe, AZ 85287 USAArizona State Univ, Sch Sustainable Engn & Built Environm, Tempe, AZ 85287 USA
Templeton, Ryan C.
Vivoni, Enrique R.
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Arizona State Univ, Sch Sustainable Engn & Built Environm, Tempe, AZ 85287 USA
Arizona State Univ, Sch Earth & Space Explorat, Tempe, AZ 85287 USAArizona State Univ, Sch Sustainable Engn & Built Environm, Tempe, AZ 85287 USA
Vivoni, Enrique R.
Mendez-Barroso, Luis A.
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Arizona State Univ, Sch Earth & Space Explorat, Tempe, AZ 85287 USAArizona State Univ, Sch Sustainable Engn & Built Environm, Tempe, AZ 85287 USA
Mendez-Barroso, Luis A.
Pierini, Nicole A.
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Arizona State Univ, Sch Sustainable Engn & Built Environm, Tempe, AZ 85287 USAArizona State Univ, Sch Sustainable Engn & Built Environm, Tempe, AZ 85287 USA
Pierini, Nicole A.
Anderson, Cody A.
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Arizona State Univ, Sch Sustainable Engn & Built Environm, Tempe, AZ 85287 USAArizona State Univ, Sch Sustainable Engn & Built Environm, Tempe, AZ 85287 USA
Anderson, Cody A.
Rango, Albert
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USDA ARS Jornada Expt Range, Las Cruces, NM 88003 USAArizona State Univ, Sch Sustainable Engn & Built Environm, Tempe, AZ 85287 USA
Rango, Albert
Laliberte, Andrea S.
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Earthmetrics, Brownsville, OR 97327 USAArizona State Univ, Sch Sustainable Engn & Built Environm, Tempe, AZ 85287 USA
Laliberte, Andrea S.
Scott, Russell L.
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USDA ARS Southwest Watershed Res Ctr, Tucson, AZ 85719 USAArizona State Univ, Sch Sustainable Engn & Built Environm, Tempe, AZ 85287 USA