TY - JOUR
T1 - Continuous estimation of rice (Oryza sativa (L.)) canopy transpiration realized by modifying the heat balance model
AU - Kondo, Rintaro
AU - Tanaka, Yu
AU - Katayama, Hiroto
AU - Homma, Koki
AU - Shiraiwa, Tatsuhiko
N1 - Funding Information:
This work was supported in part by the Japan Science and Technology Agency, PRESTO Grant Number: JPMJPR16Q5 (to Y.T.), KAKENHI Grant Number: 17H03755 (to K.H.) JP19H02939 (to Y.T.) and 20H02968 (to Y.T.).
Publisher Copyright:
© 2021 IAgrE
PY - 2021/4
Y1 - 2021/4
N2 - An estimation of canopy photosynthetic activities is needed in order to better understand biomass production of field crops. Thermal imaging techniques and the heat balance model enable us to estimate canopy diffusive conductance (gc) and canopy transpiration rate (E) of crops under field conditions. However, because conventional methods are unstable when wind velocity is very low, it is difficult to apply this model directly to field-grown crops. In this study, we modified the conventional model by measuring aerodynamic resistance in rice (Oryza sativa (L.)) under windless conditions (ra∗). The ra∗ ranged from 9.50 to 35.40 s m−1 among the genotypes. By introducing the concept of ra∗ to the original heat balance model, the stability when wind velocity is under 3.0 m s−1 improved greatly. Using seven rice genotypes, we evaluated genotypic differences in E with higher temporal resolution. The daily cumulative transpiration ranged from 2.32 kg m−2 d−1 to 10.29 kg m−2 d−1 depending on genotype and weather conditions. High-yielding cultivars consistently showed greater transpiration rates under various weather conditions. We confirmed the relationship between estimated E and final grain yield, especially during the daytime. Our modified model is useful as a monitoring tool for rice canopy transpiration.
AB - An estimation of canopy photosynthetic activities is needed in order to better understand biomass production of field crops. Thermal imaging techniques and the heat balance model enable us to estimate canopy diffusive conductance (gc) and canopy transpiration rate (E) of crops under field conditions. However, because conventional methods are unstable when wind velocity is very low, it is difficult to apply this model directly to field-grown crops. In this study, we modified the conventional model by measuring aerodynamic resistance in rice (Oryza sativa (L.)) under windless conditions (ra∗). The ra∗ ranged from 9.50 to 35.40 s m−1 among the genotypes. By introducing the concept of ra∗ to the original heat balance model, the stability when wind velocity is under 3.0 m s−1 improved greatly. Using seven rice genotypes, we evaluated genotypic differences in E with higher temporal resolution. The daily cumulative transpiration ranged from 2.32 kg m−2 d−1 to 10.29 kg m−2 d−1 depending on genotype and weather conditions. High-yielding cultivars consistently showed greater transpiration rates under various weather conditions. We confirmed the relationship between estimated E and final grain yield, especially during the daytime. Our modified model is useful as a monitoring tool for rice canopy transpiration.
KW - Aerodynamic resistance
KW - Canopy transpiration
KW - Heat balance model
KW - Oryza sativa (L.)
KW - Thermal imaging
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U2 - 10.1016/j.biosystemseng.2021.01.016
DO - 10.1016/j.biosystemseng.2021.01.016
M3 - Article
AN - SCOPUS:85101186709
SN - 1537-5110
VL - 204
SP - 294
EP - 303
JO - Biosystems Engineering
JF - Biosystems Engineering
ER -