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선형, 쌍곡선과 Beta 함수를 이용한 상추의 주요 온도 비교

Comparison of Cardinal Temperatures of Lettuce Using Bilinear, Parabolic, and Beta Distribution Functions

  • Cha, Mi-Kyung (Major in Plant Resources and Environment, Jeju National University) ;
  • Kim, Chun-Sik (Major in Horticultural Science, Jeju National University) ;
  • Austin, Jirapa (Major in Horticultural Science, Jeju National University) ;
  • Cho, Young-Yeol (Major in Horticultural Science, Jeju National University)
  • 투고 : 2014.02.14
  • 심사 : 2014.03.10
  • 발행 : 2014.03.31

초록

본 연구의 목적은 선형, 쌍곡선, 베타 함수를 이용하여 상추의 주요 온도를 예측하기 위함이다. 상추 종자를 항온 생육상에서 발아시켰다. 온도처리는 $10^{\circ}C$, $14^{\circ}C$, $16^{\circ}C$, $20^{\circ}C$, $24^{\circ}C$, $28^{\circ}C$$32^{\circ}C$였다. 100개의 종자를 9cm 페트리디쉬에 필터페이퍼 2장을 깔고 4반복 실시하였다. 유근이 1mm 나왔을 때를 발아로 하였다. 시간에 따른 발아율은 로지스틱 함수로 계산하였다. 최저, 최적, 최고 온도는 50% 발아한 시점의 역수를 온도에 따른 함수로 표기하여 나타내었다. 선형 함수의 경우, 최저, 최적, 최고 온도는 각각 $7.9^{\circ}C$, $23.3^{\circ}C$, $28.0^{\circ}C$였으며, 쌍곡선 함수의 경우, 최저, 최적, 최고 온도는 각각 $9.7^{\circ}C$, $19.5^{\circ}C$, $29.4^{\circ}C$였으며, 베타 함수인 경우, 최저, 최적, 최고 온도는 각각 $3.7^{\circ}C$, $20.7^{\circ}C$, $32.0^{\circ}C$였다. 최저, 최적, 최고 온도 범위는 각각 $3.7{\sim}7.9^{\circ}C$, $19.5{\sim}23.3^{\circ}C$, $28.0{\sim}32.0^{\circ}C$이었다.

The objective of this study was to estimate cardinal temperatures for germination of lettuce (Lactuca sativar L.) using bilinear, parabolic, and beta distribution functions. Seeds of lettuce were germinated in a growth chamber at 7 constant temperatures: 10, 14, 16, 20, 24, 28, and $32^{\circ}C$. Four replicates of 100 seeds were placed on two layers of filter paper in a 9 cm petri-dish. Radicle emergence of 1 mm was scored as germination. The time course of germination was modeled using a logistic function. These minimum, optimum, and maximum temperatures were estimated by regression of the inverse of time to 50% germination rate against the temperature gradient. In bilinear function, minimum, optimum, and maximum temperatures were $7.9^{\circ}C$, $23.3^{\circ}C$, and $28.0^{\circ}C$, respectively. In parabolic function, minimum, optimum, and maximum temperatures were $9.7^{\circ}C$, $19.5^{\circ}C$, and $29.4^{\circ}C$, respectively. In beta distribution function, minimum, optimum, and maximum temperatures were $3.7^{\circ}C$, $20.7^{\circ}C$ and $32.0^{\circ}C$, respectively. Minimum, optimum, and maximum ranges of temperatures were $3.7{\sim}9.7^{\circ}C$, $19.5{\sim}23.3^{\circ}C$, and $28.0{\sim}32.0^{\circ}C$, respectively.

키워드

참고문헌

  1. Aflakpui, G.K.S., P.J. Gregory, and R.J. Froud-Williams. 1998. Effect of temperature on seed germination rate of Striga hermonthica (Del.) Benth. Crop Protection 17:129-133. https://doi.org/10.1016/S0261-2194(97)00096-3
  2. Craufurd, P.Q., A. Qi, R.H. Ellis, R.J. Summerfield, E.H. Roberts, and V. Mahalakshmi. 1998. Effect of temperature on time to panicle initiation and leaf appearance in Sorghum. Crop Science 38:942-947. https://doi.org/10.2135/cropsci1998.0011183X003800040011x
  3. Cho, Y.Y., M.M. Oh, and J.E. Son. 2009. Modeling approaches for estimating cardinal temperatures by bilinear, parabolic, and beta distribution functions. Korean Journal of Horticultural Science & Technology 27:239-243.
  4. Del Monte, J.P. and A.M. Tarquis. 1997. The role of temperature in the seed germination of two species of the Solanum nigrum complex. Journal of Experimental Botany 48:2087- 2093. https://doi.org/10.1093/jxb/48.12.2087
  5. Hardegree, S.P. 2006. Predicting germination response to temperature. I. Cardinal-temperature models and subpopulationspecific regression. Annals of Botany 97:1115-1125. https://doi.org/10.1093/aob/mcl071
  6. Iannucci, A., N. di Fonzo, and P. Martiniello. 2000. Temperature requirements for seed germination in four annual clovers grown under two irrigation treatments. Seed Science and Technology 28:59-66.
  7. Jami Al-Ahmadi, M. and M. Kafi. 2007. Cardinal temperatures for germination of Kochia scoparia (L.). Journal of Arid Environments 68:308-314. https://doi.org/10.1016/j.jaridenv.2006.05.006
  8. McMaster, G.S. and W.W. Wilhelm. 1997. Growing degreedays: One equation, two interpretations. Agricultural and Forest Meteorology 87:291-300. https://doi.org/10.1016/S0168-1923(97)00027-0
  9. Monteith, J.L. 1981. Climatic variation and the growth of crops. Quarterly Journal of Royal Meteorology Society 107: 749-774. https://doi.org/10.1002/qj.49710745402
  10. Roche, C.T., D.C. Thill, and B. Shafil. 1997. Estimation of base and optimum temperatures for seed germination in common crupina (Crupina vulgaris). Weed Science 45:529-533
  11. Seefeldt, S.S., K.K. Kidwell, and J.E. Waller. 2002. Base growth temperatures, germination rates and growth response of contemporary spring wheat (Triticum aestivum L.) cultivars from the US Pacific Northwest. Field Crops Research 75:47-52. https://doi.org/10.1016/S0378-4290(02)00007-2
  12. Tei, F., D.P. Aikman, and A. Scaife. 1996. Growth of lettuce, onion and red beet. 2. Growth modeling. Annals of Botany 78:645-652. https://doi.org/10.1006/anbo.1996.0172
  13. Yan, W. and L.A. Hunt. 1999. An equation for modeling the temperature response of plants using only the cardinal temperature. Annals of Botany 84:607-614. https://doi.org/10.1006/anbo.1999.0955
  14. Yin, X., M.J. Kropff, G. McLaren, and R.M. Visperas. 1995. A nonlinear model for crop development as a function of temperature. Agricultural and Forest Meteorology 77:1-16. https://doi.org/10.1016/0168-1923(95)02236-Q