<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.hydrol-earth-syst-sci.net/inc/hess/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Hydrology and Earth System Sciences</journal_title>
		<journal_url>www.hydrol-earth-syst-sci.net</journal_url>
		<issn>1027-5606</issn>
		<eissn>1607-7938</eissn>
		<volume_number>14</volume_number>
		<issue_number>1</issue_number>
		<publication_year>2010</publication_year>
	</journal>
	<doi>10.5194/hess-14-47-2010</doi>
	<article_url>http://www.hydrol-earth-syst-sci.net/14/47/2010/</article_url>
	<abstract_html>http://www.hydrol-earth-syst-sci.net/14/47/2010/hess-14-47-2010.html</abstract_html>
	<fulltext_pdf>http://www.hydrol-earth-syst-sci.net/14/47/2010/hess-14-47-2010.pdf</fulltext_pdf>
	<start_page>47</start_page>
	<end_page>58</end_page>
	<publication_date>2010-01-11</publication_date>
	<article_title content_type="html">Actual daily evapotranspiration estimated from MERIS and AATSR data over the Chinese Loess Plateau</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>R. Liu</name>
		</author>
		<author numeration="2" affiliations="1">
			<name>J. Wen</name>
			<email>jwen@lzb.ac.cn</email>
		</author>
		<author numeration="3" affiliations="1">
			<name>X. Wang</name>
		</author>
		<author numeration="4" affiliations="1">
			<name>L. Wang</name>
		</author>
		<author numeration="5" affiliations="1">
			<name>H. Tian</name>
		</author>
		<author numeration="6" affiliations="1">
			<name>T. T. Zhang</name>
		</author>
		<author numeration="7" affiliations="1">
			<name>X. K. Shi</name>
		</author>
		<author numeration="8" affiliations="1">
			<name>J. H. Zhang</name>
		</author>
		<author numeration="9" affiliations="1">
			<name>SH. N. Lv</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Laboratory of Climate Environment and Disasters of Western China, Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou, Gansu 730000, China</affiliation>
	</affiliations>
	<abstract content_type="html">The Chinese Loess Plateau is located in the north of China and has a
significant impact on the climate and ecosystem evolvement over the
East Asian continent. Estimates of evapotranspiration (ET) at a
regional scale are in crucial need for climate studies, weather
forecasts, hydrological surveys, ecological monitoring and water
resource management. In this research, the ET of the Chinese Loess
Plateau was estimated by using an energy balance approach and data
collected during the LOess Plateau land-atmosphere interaction pilot
EXperiments 2005 (LOPEX05). With the combined data of the Medium
Resolution Imaging Spectrometer (MERIS), the Advanced Along-Track
Scanning Radiometer (AATSR) and some other variables such as air
temperature, crop height and wind speed, the instantaneous net
radiation, sensible heat flux and soil heat flux were calculated;
the instantaneous latent heat flux was derived as the residual term
of energy balance, and then converted to daily ET value by sunshine
duration. The calculated daily ET from the model showed a good match
with the measurements of the eddy covariance systems deployed in
LOPEX05. The minimum relative error of this approach is 9.0%, the
cause of the bias was also explored and discussed.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Allen, R. G., Pereira, L. S., Raes, D., and Smith, M.: Crop evapotranspiration-Guidelines for computing crop water requirements-FAO Irrigation and drainage paper 56, FAO, Rome, 300, 1998. </reference>
		<reference numeration="2" content_type="text"> Baldocchi, D., Falge, E., Gu, L., Olson, R., Hollinger, D., Running, S., Anthoni, P., Bernhofer, C., Davis, K., and Evans, R.: FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem–Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities, B. Am. Meteorol. Soc., 82, 2415–2434, 2001. </reference>
		<reference numeration="3" content_type="text"> Bashir, M. A., Hata, T., Tanakamaru, H., Abdelhadi, A. W., and Tada, A.: Satellite-based energy balance model to estimate seasonal evapotranspiration for irrigated sorghum: a case study from the Gezira scheme, Sudan, Hydrol. Earth Syst. Sci., 12, 1129–1139, 2008. </reference>
		<reference numeration="4" content_type="text"> Bastiaanssen, W. G. M., Menenti, M., Feddes, R. A., and Holtslag, A. A. M.: A remote sensing surface energy balance algorithm for land (SEBAL). 1. Formulation, J. Hydrol., 212, 198–212, 1998. </reference>
		<reference numeration="5" content_type="text"> Boegh, E.: Evaluating evapotranspiration rates and surface conditions using Landsat TM to estimate atmospheric resistance and surface resistance, Remote Sens. Environ., 79, 329–343, 2002. </reference>
		<reference numeration="6" content_type="text"> Brutsaert, W.: Aspects of bulk atmospheric boundary layer similarity under free-convective conditions, Rev. Geophys., 37, 439–451, 1999. </reference>
		<reference numeration="7" content_type="text"> Chen, Y. H., Li, X. B., Li, J., and Shi, P. J.: A simple two-component structure model for daily evapotranspiration, Chinese Journal of Geomatics and Information Science of Wuhan University, 30, 1074–1079, 2005 (in Chinese). </reference>
		<reference numeration="8" content_type="text"> Coll, C., Caselles, V., Galve, J. M., Valor, E., Niclòs, R., Sánchez, J. M., and Rivas, R.: Validation of land surface temperature derived from AATSR data at the Valencia test site, in: Proceedings of the MERIS (A) ATSR Workshop 2005 (ESA SP-597), Frascati, Italy, 26–30~September~2005, 29, 2005. </reference>
		<reference numeration="9" content_type="text"> Glenn, E. P., Huete, A. R., Nagler, P. L., Hirschboeck, K. K., and Brown, P.: Integrating remote sensing and ground methods to estimate evapotranspiration, Crit. Rev. Plant Sci., 26, 139–168, 2007. </reference>
		<reference numeration="10" content_type="text"> Gutman, G. and Ignatov, A.: The derivation of the green vegetation fraction from NOAA/AVHRR data for use in numerical weather prediction models, Int. J. Remote Sens., 19, 1533–1543, 1998. </reference>
		<reference numeration="11" content_type="text"> Hoedjes, J. C. B., Chehbouni, A., Jacob, F., Ezzahar, J., and Boulet, G.: Deriving daily evapotranspiration from remotely sensed instantaneous evaporative fraction over olive orchard in semi-arid Morocco, J. Hydrol., 354, 53–64, 2008. </reference>
		<reference numeration="12" content_type="text"> Holtslag, A. A. M. and van Ulden, A. P.: A Simple Scheme for Daytime Estimates of the Surface Fluxes from Routine Weather Data, J. Appl. Meteorol., 22, 517–529, 1983. </reference>
		<reference numeration="13" content_type="text"> Huang, J.: Discussions on the current situation of Chinese and Global Water Resources and countermeasures, Soft Science, 15, 53–55, 2001 (in Chinese). </reference>
		<reference numeration="14" content_type="text"> Index, S. V.: Estimating Crop Water Deficit Using the Relation between Surface-Air Temperature and Spectral Vegetation Index, Remote Sens. Environ., 49, 246–263, 1994. </reference>
		<reference numeration="15" content_type="text"> Jia, L., Li, Z. L., Menenti, M., Su, Z., Verhoef, W., and Wan, Z.: A practical algorithm to infer soil and foliage component temperatures from bi-angular ATSR-2 data, Int. J. Remote Sens., 24, 4739–4760, 2003. </reference>
		<reference numeration="16" content_type="text"> Li, Z. L., Stoll, M. P., Zhang, R. H., Li, J., and Su, Z.: On the separate retrieval of soil and vegetation temperatures from ATSR data, Sci. China Ser. D, 44, 97–111, 2001. </reference>
		<reference numeration="17" content_type="text"> Li, F. R., Gao, C. Y., Zhao, H. L., and Li, X. Y.: Soil conservation effectiveness and energy efficiency of alternative rotations and continuous wheat cropping in the Loess Plateau of northwest China, Agr. Ecosyst. Environ., 91, 101–111, 2002. </reference>
		<reference numeration="18" content_type="text"> Liu, Y. Y., Wen, J., Wei, ZH. G., Li, Zh. Ch., Zhang, T. T., and Liu, R.,: Observation and analysis of the water and heat flux exchange between land surface and atmosphere over the Loess Plateau Mesa region, Plateau Meteorology, 26, 928–937, 2007 (in Chinese). </reference>
		<reference numeration="19" content_type="text"> Liu, R., Wen, J., Zhang, T. T., Liu, Y. Y., and Li, Zh. Ch.,: Vegetation water content retrieved using MERIS and AATSR data over the Loess Plateau field experiment 2005, Chinese Journal of Remote sensing technology and application, 22, 371–381, 2007 (in Chinese). </reference>
		<reference numeration="20" content_type="text"> Menenti, M., Jia, L., Li, Z. L., Djepa, V., Wang, J., Stoll, M. P., Su, Z., and Rast, M.: Estimation of soil and vegetation temperatures with multiangular thermal infrared observations: the HEIHE, SGP&apos;97, IMGRASS, J. Geophys. Res., 106, 11997–12010, 2001. </reference>
		<reference numeration="21" content_type="text"> McCabe, M. F., Kalma, J. D., and Franks, S. W.: Spatial and temporal patterns of land surface fluxes from remotely sensed surface temperatures within an uncertainty modelling framework, Hydrol. Earth Syst. Sci., 9, 467–480, 2005. </reference>
		<reference numeration="22" content_type="text"> McVicar, T. R. and Jupp, D. L. B.: Estimating one-time-of-day meteorological data from standard daily data as inputs to thermal remote sensing based energy balance models, Agric. Forest Meteorol., 96, 219–238, 1999. </reference>
		<reference numeration="23" content_type="text"> Overgaard, J., Rosbjerg, D., and Butts, M. B.: Land-surface modelling in hydrological perspective: A review, Biogeosciences, 3, 229–241, 2006. </reference>
		<reference numeration="24" content_type="text"> Pang, Z., Fu, J., Li, J., and Xiao, Q.: Remote sensing model for estimating evapotranspiration based on energy balance, Advances in water science, 15, 364–369, 2004 (in Chinese). </reference>
		<reference numeration="25" content_type="text"> Priestley, C. H. B. and Taylor, R. J.: On the assessment of surface heat flux and evaporation using large-scale parameters, Mon. Weather Rev., 100, 81–92, 1972. </reference>
		<reference numeration="26" content_type="text"> Reginato, R. J., Jackson, R. D., and Pinter, P.: Evapotranspiration calculated from remote multispectral and ground station meteorological data, Remote Sens. Environ., 18, 75–89, 1985. </reference>
		<reference numeration="27" content_type="text"> Ryu, Y., Kang, S., Moon, S. K., and Kim, J.: Evaluation of land surface radiation balance derived from moderate resolution imaging spectroradiometer (MODIS) over complex terrain and heterogeneous landscape on clear sky days, Agric. Forest Meteorol., 148, 1538–1552, 2008. </reference>
		<reference numeration="28" content_type="text"> Sauer, T. J., Norman, J. M., Tanner, C. B., and Wilson, T. B.: Measurement of heat and vapor transfer coefficients at the soil surface beneath a maize canopy using source plates, Agric. Forest Meteorol., 75, 161–189, 1995. </reference>
		<reference numeration="29" content_type="text"> Seckler, D., Barker, R., and Amarasinghe, U.: Water scarcity in the twenty-first century, Int. J. Water Resour. D., 15, 29–42, 1999. </reference>
		<reference numeration="30" content_type="text"> Spittlehouse, D. L. and Black, T. A.: Evaluation of the bowen ratio/energy balance method for determining forest evapotranspiration, Atmos. Ocean, 18, 98–116, 1980. </reference>
		<reference numeration="31" content_type="text"> Su, Z., Pelgrum, H., and Menenti, M.: Aggregation effects of surface heterogeneity in land surface processes, Hydrol. Earth Syst. Sci., 3, 549–563, 1999. </reference>
		<reference numeration="32" content_type="text"> Su, Z., Schmugge, T., Kustas, W. P., and Massman, W. J.: An evaluation of two models for estimation of the roughness height for heat transfer between the land surface and the atmosphere, J. Appl. Meteorol., 40, 1933–-1951, 2001. </reference>
		<reference numeration="33" content_type="text"> Su, Z.: The Surface Energy Balance System (SEBS) for estimation of turbulent heat fluxes, Hydrol. Earth Syst. Sci., 6, 85–100, 2002. </reference>
		<reference numeration="34" content_type="text"> Su, Z., Yacob, A., Wen, J., Roerink, G., He, Y., Gao, B., Boogaard, H., and van Diepen, C.: Assessing relative soil moisture with remote sensing data: theory, experimental validation, and application to drought monitoring over the North China Plain, Phys. Chem. Earth, 28, 89–101, 2003. </reference>
		<reference numeration="35" content_type="text"> Su, Z., Timmermans, W., Gieske, A., Jia, L., Elbers, J. A., Olioso, A., Timmermans, J., Van Der Velde, R., Jin, X., and Van Der Kwast, H.: Quantification of land-atmosphere exchanges of water, energy and carbon dioxide in space and time over the heterogeneous Barrax site, Int. J. Remote Sens., 29, 17, 5215–5235, 2008. </reference>
		<reference numeration="36" content_type="text"> Su, Z., Timmermans, W. J., van der Tol, C., Dost, R., Bianchi, R., Gómez, J. A., House, A., Hajnsek, I., Menenti, M., Magliulo, V., Esposito, M., Haarbrink, R., Bosveld, F., Rothe, R., Baltink, H. K., Vekerdy, Z., Sobrino, J. A., Timmermans, J., van Laake, P., Salama, S., van der Kwast, H., Claassen, E., Stolk, A., Jia, L., Moors, E., Hartogensis, O., and Gillespie, A.: EAGLE 2006 – Multi-purpose, multi-angle and multi-sensor in-situ and airborne campaigns over grassland and forest, Hydrol. Earth Syst. Sci., 13, 833–845, 2009. </reference>
		<reference numeration="37" content_type="text"> Verstraete, M. M., Pinty, B., and Curran, P. J.: MERIS potential for land applications, Int. J. Remote Sens., 20, 1747–1756, 1999. </reference>
		<reference numeration="38" content_type="text"> Wang, B. Zh.: The measurement and standard of solar radiation energy, Science Publisher Press, Beijing, China, 1988. </reference>
		<reference numeration="39" content_type="text"> Wei, Zh. G., Wen, J., Lü, Sh. H., Chen, Sh. Q., Ao, Y. H., and Yang, L.: The pilot experiment of land-atmosphere interaction and characters of land surface energy budget over the Loess Plateau, Plateau Meteorology, 24, 545–555, 2005 (in Chinese). </reference>
		<reference numeration="40" content_type="text"> Wen, J., Wei, Zh. G., LU, Sh. H., Chen, Sh. Q., Ao, Y. H., and Yang, L.: Autumn daily characteristics of land surface heat and water exchange over the Loess Plateau Mesa in China, Adv. Atmos. Sci., 24, 301–310, 2007. </reference>
		<reference numeration="41" content_type="text"> Wen, J., Wang, L., and Wei, Z. G.: An overview of the LOess Plateau mesa region land surface process field EXperiment series (LOPEXs), Hydrol. Earth Syst. Sci., 13, 945–951, 2009. </reference>
		<reference numeration="42" content_type="text"> Were, A., Villagarc\&apos;ia, L., Domingo, F., Alados-Arboledas, L., and Puigdefábregas, J.: Analysis of effective resistance calculation methods and their effect on modelling evapotranspiration in two different patches of vegetation in semi-arid SE Spain, Hydrol. Earth Syst. Sci., 11, 1529–1542, 2007. </reference>
		<reference numeration="43" content_type="text"> Yang, W. Z. and Shao, M. A.: Study of soil water on the Loess Plateau, Science Press, Beijing, China, 35–85, 2000 (in Chinese). </reference>
		<reference numeration="44" content_type="text"> Zhang, L. and Lemeur, R.: Evaluation of daily evapotranspiration estimates from instantaneous measurements, Agric. Forest Meteorol., 74, 139–154, 1995. </reference>
		<reference numeration="45" content_type="text"> Zhang, Z. H.: Nine Curved Yellow River and Long Ranged Sand: Yellow River and the Chinese Loess Plateau, Tsinghua University Press, Beijing, China, 33–61, 2000 (in Chinese). </reference>
		<reference numeration="46" content_type="text"> Zhang, Ch. Ch., Wang, X. Y. and Shao, J. L.: Estimated evapotranspiration based on NOAA data in the Yellow River Delta, Resour. Sci., 27, 86–91, 2005 (in Chinese). </reference>
	</references>
</article>

