Dependency of parameter values of a crop model on the spatial scale of simulation

Toshichika Iizumi, Yukiko Tanaka, Gen Sakurai, Yasushi Ishigooka, Masayuki Yokosawa

Research output: Contribution to journalArticle

17 Citations (Scopus)

Abstract

Reliable regional-scale representation of crop growth and yields has been increasingly important in earth system modeling for the simulation of atmosphere-vegetation-soil interactions in managed ecosystems. While the parameter values in many crop models are location specific or cultivar specific, the validity of such values for regional simulation is in question. We present the scale dependency of likely parameter values that are related to the responses of growth rate and yield to temperature, using the paddy rice model applied to Japan as an example. For all regions, values of the two parameters that determine the degree of yield response to low temperature (the base temperature for calculating cooling degree days and the curvature factor of spikelet sterility caused by low temperature) appeared to change relative to the grid interval. Two additional parameters (the air temperature at which the developmental rate is half of the maximum rate at the optimum temperature and the value of developmental index at which point the crop becomes sensitive to the photoperiod) showed scale dependency in a limited region, whereas the remaining three parameters that determine the phenological characteristics of a rice cultivar and the technological level show no clear scale dependency. These results indicate the importance of using appropriate parameter values for the spatial scale at which a crop model operates. We recommend avoiding the use of location-specific or cultivar-specific parameter values for regional crop simulation, unless a rationale is presented suggesting these values are insensitive to spatial scale. Key Points The dependency of parameters of a crop model to spatial scales is examined Parameters representing the yield response to temperature showed the dependency Results indicate the importance of appropriate parameters for regional scale

Original languageEnglish
Pages (from-to)527-540
Number of pages14
JournalJournal of Advances in Modeling Earth Systems
Volume6
Issue number3
DOIs
Publication statusPublished - 2015 Aug 21
Externally publishedYes

Fingerprint

Crops
crop
simulation
Temperature
cultivar
yield response
Earth atmosphere
soil-vegetation interaction
rice
temperature
parameter
Ecosystems
sterility
Earth (planet)
photoperiod
Cooling
Soils
curvature
air temperature
Air

Keywords

  • large-area crop modeling
  • model calibration
  • regional crop simulation

ASJC Scopus subject areas

  • Global and Planetary Change
  • Environmental Chemistry
  • Earth and Planetary Sciences(all)

Cite this

Dependency of parameter values of a crop model on the spatial scale of simulation. / Iizumi, Toshichika; Tanaka, Yukiko; Sakurai, Gen; Ishigooka, Yasushi; Yokosawa, Masayuki.

In: Journal of Advances in Modeling Earth Systems, Vol. 6, No. 3, 21.08.2015, p. 527-540.

Research output: Contribution to journalArticle

Iizumi, Toshichika ; Tanaka, Yukiko ; Sakurai, Gen ; Ishigooka, Yasushi ; Yokosawa, Masayuki. / Dependency of parameter values of a crop model on the spatial scale of simulation. In: Journal of Advances in Modeling Earth Systems. 2015 ; Vol. 6, No. 3. pp. 527-540.
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