Parameterization of canopy resistance for modeling the energy partitioning of a paddy rice field

Paddy and Water Environment - Tập 16 Số 1 - Trang 109-123 - 2018
Yan, Haofang1,2, Zhang, Chuan1,2,3, Hiroki, Oue4
1Research Center of Fluid Machinery Engineering and Technology, Jiangsu University, Zhenjiang, China
2Department of Water Management, Delft University of Technology, Delft, Netherlands
3Institute of Agricultural Engineering, Jiangsu University, Zhenjiang, China
4United Graduate School of Agricultural Sciences, Ehime University, Matsuyama, Japan

Tóm tắt

Models for predicting hourly canopy resistance (r c) and latent heat flux (LET) based on the Penman–Monteith (PM) and bulk transfer methods are presented. The micrometeorological data and LET were observed during paddy rice-growing seasons in 2010 in Japan. One approach to model r c was using an aerodynamic resistance (r a) and climatic resistance (r *), while another one was based on a relationship with solar radiation (SR). Nonlinear relationships between r c and r *, and between r c and SR were found for different growing stages of the rice crop. The constructed r c models were integrated to the PM and bulk transfer methods and compared with measured LET using a Bowen ratio–energy balance method. The root mean square errors (RMSEs) were 155.2 and 170.5 W m−2 for the bulk transfer method with r c estimated using r * and with a function of SR, respectively, while the RMSEs were 87.4 and 85.7 W m−2 for the PM method with r c estimated using r * and SR, respectively. The r c integrated PM equation provided better performance than the bulk transfer equation. The results also revealed that neglecting the effect of r a on r c did not yield a significant difference in predicting LET.

Tài liệu tham khảo

Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration guidelines for computing crop water requirements. FAO irrigation and Drainage Paper 56, Rome, Italy citation_journal_title=Agric Water Manag; citation_title=Modeling surface resistance from climatic variables?; citation_author=I Alves, LS Pereira; citation_volume=42; citation_publication_date=2000; citation_pages=371-385; citation_doi=10.1016/S0378-3774(99)00041-4; citation_id=CR2 citation_journal_title=Trans. ASAE; citation_title=Aerodynamic and surface resistances of complete cover crops: how good is the big leaf?; citation_author=L Alves, A Perrier, LS Pereila; citation_volume=41; citation_issue=2; citation_publication_date=1998; citation_pages=345-351; citation_doi=10.13031/2013.17184; citation_id=CR3 citation_title=Evaporation in the atmosphere: theory, history, and application; citation_publication_date=1982; citation_id=CR4; citation_author=W Brutsaert; citation_publisher=D. Reidel citation_journal_title=Trans. ASAE; citation_title=Evapotranspiration: progress in measurement and modeling in agriculture; citation_author=HJ Farahani, TA Howell, WJ Shuttleworth, WC Bausch; citation_volume=50; citation_publication_date=2007; citation_pages=1627-1638; citation_doi=10.13031/2013.23965; citation_id=CR5 citation_journal_title=J Agric Meteorol; citation_title=Estimation of Hourly Evapotranspiration in arid region by a simple parameterization of canopy resistance; citation_author=B He; citation_volume=65; citation_issue=1; citation_publication_date=2009; citation_pages=39-46; citation_doi=10.2480/agrmet.65.1.10; citation_id=CR6 citation_journal_title=Philos Trans R Soc Lond; citation_title=The interception of the variations in leaf water potential and stomatal conductance found in canopies in the field; citation_author=PJ Jarvis; citation_volume=B273; citation_publication_date=1976; citation_pages=593-610; citation_doi=10.1098/rstb.1976.0035; citation_id=CR7 Jensen ME, Burman RD, Allen RG (1990) Evapotranspiration and irrigation water requirements. (ASCE manuals and reports on engineering practice 70) ASCE, Reston, Va citation_journal_title=Agronomie; citation_title=Mode´lisation de l’e´vapotranspiration re´elle d’une parcelle de luzerne: ro^le d’un coefficient cultural; citation_author=N Katerji, A Perrier; citation_volume=3; citation_publication_date=1983; citation_pages=513-521; citation_doi=10.1051/agro:19830603; citation_id=CR9 citation_journal_title=Agric For Meteorol; citation_title=Modelling evapotranspiration of six irrigated crops under Mediterranean climate conditions; citation_author=N Katerji, G Rana; citation_volume=138; citation_publication_date=2006; citation_pages=142-155; citation_doi=10.1016/j.agrformet.2006.04.006; citation_id=CR10 citation_title=Crop evapotranspiration measurements and estimation in the Mediterranean region; citation_publication_date=2008; citation_id=CR11; citation_author=N Katerji; citation_author=G Rana; citation_publisher=INRA-CRA citation_journal_title=Hydrol Process; citation_title=Parameterizing canopy resistance using mechanistic and semi-empirical estimates of hourly evapotranspiration: critical evaluation for irrigated crops in the Mediterranean; citation_author=N Katerji, G Rana, S Fahed; citation_volume=25; citation_publication_date=2011; citation_pages=117-129; citation_doi=10.1002/hyp.7829; citation_id=CR12 citation_journal_title=Irrig Sci; citation_title=Surface energy balance model of transpiration from variable canopy cover and evaporation from residue-covered or bare soil systems: model evaluation; citation_author=LO Lagos, DL Martin, SB Verma, S Irmak, A Irmak, D Eisenhauer, A Suyker; citation_volume=31; citation_publication_date=2013; citation_pages=135-150; citation_doi=10.1007/s00271-011-0298-9; citation_id=CR13 citation_journal_title=Hydrol Process; citation_title=A coupled surface resistance model to estimate crop evapotranspiration in arid region of northwest China; citation_author=S Li; citation_volume=28; citation_publication_date=2014; citation_pages=2312-2323; citation_doi=10.1002/hyp.9768; citation_id=CR14 citation_journal_title=Agric For Meteorol; citation_title=Comparison of several surface resistance models for estimating crop evapotranspiration over the entire growing season in arid regions; citation_author=S Li; citation_volume=208; citation_publication_date=2015; citation_pages=1-15; citation_doi=10.1016/j.agrformet.2015.04.002; citation_id=CR15 citation_journal_title=J Irrig Drain Eng; citation_title=Urban weather data to estimate reference evapotranspiration for rural irrigation management; citation_author=Y Luo; citation_volume=138; citation_issue=9; citation_publication_date=2012; citation_pages=837-842; citation_doi=10.1061/(ASCE)IR.1943-4774.0000470; citation_id=CR16 citation_journal_title=Symp Soc Exp Biol; citation_title=Evaporation and atmosphere. The state and movement of water in living organisms; citation_author=JL Monteith; citation_volume=19; citation_publication_date=1965; citation_pages=205-234; citation_id=CR17 citation_title=Principles of environmental physics; citation_publication_date=1973; citation_id=CR18; citation_author=JL Monteith; citation_publisher=Edward Arnold citation_journal_title=Irrig Sci; citation_title=Evaluation of the Penman–Monteith model for estimating soybean evapotranspiration; citation_author=S Ortega-Farias, A Olioso, R Antonioletti, N Brisson; citation_volume=23; citation_publication_date=2004; citation_pages=1-9; citation_doi=10.1007/s00271-003-0087-1; citation_id=CR19 citation_journal_title=Hydrol Process; citation_title=Influences of meteorological and vegetational factors on the partitioning of the energy of a rice paddy field; citation_author=H Oue; citation_volume=19; citation_issue=8; citation_publication_date=2005; citation_pages=1567-1583; citation_doi=10.1002/hyp.5589; citation_id=CR20 citation_journal_title=Agric Water Manag; citation_title=Comparison of different methods to measure and model actual evapotranspiration rates for a wet sloping grassland; citation_author=VRN Pauwels, R Samson; citation_volume=82; citation_publication_date=2006; citation_pages=1-24; citation_doi=10.1016/j.agwat.2005.06.001; citation_id=CR21 citation_journal_title=Hydrol Process; citation_title=A simple parameterization of bulk canopy resistance from climatic variables for estimating hourly evapotranspiration; citation_author=PJ Perez, S Lecina, F Castellvi, A Martinez-Cob, FJ Villalobos; citation_volume=20; citation_publication_date=2006; citation_pages=515-532; citation_doi=10.1002/hyp.5919; citation_id=CR22 citation_journal_title=Theor Appl Climatol; citation_title=A measurement based sensitivity analysis of the Penman-Monteith actual evapotranspiration model for crops of different height and in contrasting water status; citation_author=G Rana, N Katerji; citation_volume=60; citation_publication_date=1998; citation_pages=141-149; citation_doi=10.1007/s007040050039; citation_id=CR23 citation_journal_title=Hydrol Process; citation_title=Direct and indirect methods to simulate the actual evapotranspiration of an irrigated overhead table grape vineyard under Mediterranean conditions; citation_author=G Rana, N Katerji; citation_volume=22; citation_publication_date=2008; citation_pages=181-188; citation_doi=10.1002/hyp.6570; citation_id=CR24 citation_journal_title=Theor Appl Climatol; citation_title=Evapotranspiration and canopy resistance of grass in a Mediterranean region; citation_author=G Rana, N Katerji, M Mastrorilli, M EI Moujabber; citation_volume=50; citation_publication_date=1994; citation_pages=61-71; citation_doi=10.1007/BF00864903; citation_id=CR25 citation_journal_title=Agric For Meteorol; citation_title=Validation of a model of actual evapotranspiration for water stresses soybeans; citation_author=G Rana, N Katerji, M Mastorilli, M EI Moujabber, N Brisson; citation_volume=86; citation_publication_date=1997; citation_pages=215-224; citation_doi=10.1016/S0168-1923(97)00009-9; citation_id=CR26 citation_journal_title=Theor Appl Climatol; citation_title=An operational model to estimate hourly and daily crop evapotranspiration in hilly terrain: validation on wheat and oat crops; citation_author=G Rana, N Katerji, RM Ferrara, N Martinelli; citation_volume=103; citation_publication_date=2011; citation_pages=413-426; citation_doi=10.1007/s00704-010-0308-5; citation_id=CR27 citation_journal_title=Hydrol Process; citation_title=Comparison of three models to estimate evapotranspiration for a temperate mixed forest; citation_author=T Shi, D Guan, A Wang, J Wu, C Jin, S Han; citation_volume=22; citation_issue=17; citation_publication_date=2008; citation_pages=3431-3443; citation_doi=10.1002/hyp.6922; citation_id=CR28 citation_journal_title=Theor Appl Climatol; citation_title=Daily reference evapotranspiration estimates by the Penman-Monteith equation in southern Italy. Constant vs. variable canopy resistance; citation_author=P Steduto, M Todorovic, A Caliandro, P Rubino; citation_volume=74; citation_publication_date=2003; citation_pages=217-225; citation_doi=10.1007/s00704-002-0720-6; citation_id=CR29 citation_journal_title=J Irrig Drain Eng; citation_title=Single-layer evapotranspiration model with variable canopy resistance; citation_author=M Todorovic; citation_volume=125; citation_issue=5; citation_publication_date=1999; citation_pages=235-245; citation_doi=10.1061/(ASCE)0733-9437(1999)125:5(235); citation_id=CR30 citation_title=Comparing Bowen ratio-energy balance systems for measuring ET; citation_inbook_title=Management of irrigation and drainage systems, integrated perspectives; citation_publication_date=1993; citation_pages=953-960; citation_id=CR31; citation_author=JR Wight; citation_author=CL Hanson; citation_author=JL Wright; citation_publisher=Am Soc Civ Eng citation_journal_title=J Agric Meteorol; citation_title=Application of the two-layer model for predicting transpiration from the rice canopy and water surface evaporation beneath the canopy; citation_author=H Yan, H Oue; citation_volume=67; citation_issue=3; citation_publication_date=2011; citation_pages=89-97; citation_doi=10.2480/agrmet.67.3.1; citation_id=CR32 citation_journal_title=J Trans CSAE; citation_title=Comparison of estimating ET 0 with different methods in Hetao Irrigation district in Inner Mongolia; citation_author=H Yan, H Shi, Z Xue, Y Zhang, H Liu; citation_volume=24; citation_issue=2; citation_publication_date=2008; citation_pages=103-106; citation_id=CR33 citation_journal_title=Paddy Water Environ; citation_title=Predicting water surface evaporation in the paddy field by solving energy balance equation beneath the rice canopy; citation_author=H Yan, H Oue, C Zhang; citation_volume=10; citation_issue=2; citation_publication_date=2012; citation_pages=121-127; citation_doi=10.1007/s10333-011-0273-3; citation_id=CR100 citation_journal_title=Meteorol Atmos Phys; citation_title=Comparison of different methods for estimating soil surface evaporation in a bare field; citation_author=H Yan, C Zhang, H Oue, H Sugimoto; citation_volume=118; citation_issue=3–4; citation_publication_date=2012; citation_pages=143-149; citation_doi=10.1007/s00703-012-0213-9; citation_id=CR34 citation_journal_title=Theor Appl Climatol; citation_title=Study of evapotranspiration and evaporation beneath the canopy in a buckwheat field; citation_author=H Yan, C Zhang, H Oue; citation_volume=122; citation_publication_date=2015; citation_pages=721-728; citation_doi=10.1007/s00704-014-1325-6; citation_id=CR35 citation_journal_title=Meteorol Atmos Phys; citation_title=Modeling bulk canopy resistance from climatic variables for predicting hourly evapotranspiration of maize and buckwheat; citation_author=H Yan, H Shi, H Oue, C Zhang, Z Xue, B Cai, G Wang; citation_volume=127; citation_issue=3; citation_publication_date=2015; citation_pages=305-312; citation_doi=10.1007/s00703-015-0369-1; citation_id=CR36 citation_journal_title=Agric Water Manag; citation_title=Short-term forecasting of daily reference evapotranspiration using the Penman–Monteith model and public weather forecasts; citation_author=Y Yang, Y Cui, Y Luo, X Lyu, S Traore, S Khan, W Wang; citation_volume=177; citation_publication_date=2016; citation_pages=329-339; citation_doi=10.1016/j.agwat.2016.08.020; citation_id=CR37