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Published online 1 January 1997
Published in Agron J 89:84-92 (1997)
© 1997 American Society of Agronomy
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Developing Guidelines for Replanting Grain Sorghum: II. Improved Methods of Simulating Caryopsis Weight and Tiller Number

Ronnie W. Heiniger*

Crop Sci. Dep., North Carolina State Univ., Raleigh, NC 27695-7620

Richard L. Vanderlip and Stephen M. Welch

Dep. of Agronomy, Kansas State Univ., Manhattan, KS 66506-5501

Russell C. Muchow

CSIRO, Div. of Tropical Crops and Pastures, Cunningham Lab., 306 Carmody Rd., St. Lucia, QLD 4067, Australia

* Corresponding author (rheinig{at}plymouth.ces.ncsu.edu).

Enhancing the yield prediction accuracy of SORKAM, a growth model for sorghum [Sorghum bicolor(L.) Moench], requires improving the simulation of grain growth and the relationship between tiller number and minimum temperature. A new grain growth equation, developed from 1990 data collected at Manhattan, KS, relates grain-filling rate to the rate of change of plant dry matter per caryopsis during the effective filling period. Additional functions are specified for the lag and leveling-off phases of caryopsis growth, resulting in a new submodel, which was tested against data from Kansas and two Australian sites. The tiller number calculation was revised using three years of Manhattan data. After incorporating the new submodels, SORKAM outputs were compared with observed yields and yield components in three Kansas regions. The R2 values for yield increased from 0.27, 0.46, and 0.79 to 0.76, 0.69, and 0.90 for eastern, central, and western Kansas, respectively. Caryopsis weight comparisons showed that the revised model accounted for 48 to 72% of observed variability, up from 15 to 57% for the original model. Tiller number predictions also improved, although modestly.


Contribution no. 94-588-J from the Kansas Agric. Exp. Stn., Manhattan.

Received for publication September 22, 1994.


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Copyright © 1997 by the American Society of Agronomy.