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Model-based phenology prediction of Helicoverpa armigera (Hübner) (Noctuidae: Lepidoptera) on tomato crop

  • Pradeep Kumar DalalEmail author
  • Ramesh Arora
Original Article
  • 25 Downloads

Abstract

Helicoverpa armigera (Hübner) is a destructive polyphagous insect pest of worldwide importance. In Indian subcontinent and Southern Europe, the pest causes serious damage to tomato crop. High migrating ability of H. armigera is expected to threaten more area cultivated under this crop. It is therefore important to understand the development of this pest on tomato to predict its phenology well in advance in order to manage it efficiently. Keeping that in view, the development and mortality of immature stages of H. armigera were studied inside plant growth chamber with six different alternating temperatures (Max/Min °C) viz. 25:10, 25:13, 25:16, 30:10, 30:13, and 30:16 °C with 14:10 h photoperiod. Development of all immature stages quickened with increasing alternating temperatures. Tomato-fed larval stage suffered heavy mortality which ranged from 69 to 85% and completed development in 47.4–31.6 days with rising alternating temperatures. The development data of H. armigera immature stages were fitted into various models like simple linear model, Ikemoto–Takai model and Kontodimas nonlinear model. Among linear models, Ikemoto–Takai model estimated lower threshold temperatures of egg, larva, and pupa viz. 9.9, 7.8, and 12.3 °C, respectively. Daily mean temperatures falling below these threshold values likely to be fatal for immature stages of H. armigera. Degree-day estimates were 37.4, 508.4, and 154.6°D for egg, larva, and pupa, respectively. Both linear models were close enough in predicting immature stage duration of H. armigera. The Kontodimas nonlinear model also predicted 32.5 and 37.8 °C as maximum threshold temperature for egg and larva, respectively. The predicted fatal temperatures for immature stages of H. armigera through various models in this study will help to take timely and need-based control measures.

Keywords

Immature stages Ikemoto–Takai model Threshold temperature Degree-days Simple linear model 

Notes

Acknowledgements

Authors express gratefulness to the Indian Council of Agricultural Research (ICAR) for financially supporting this research through junior research fellowship.

Compliance with ethical standards

Conflict of interest

The authors declare that they have no conflict of interest.

References

  1. Armes NJ, Bond GS, Cooter RJ (1992) The laboratory culture and development of Helicoverpa armigera. Natural Resources Institute, ChathamGoogle Scholar
  2. Arora R, Battu GS (1996) An inexpensive oviposition cage for Helicoverpa armigera (Hubner). Ann Pl Prot Sci 4:169–170Google Scholar
  3. Banerjee MK, Kalloo G (1989) Role of phenols in resistance to tomato leaf curl virus, Fusarium wilt and fruit borer in Lycopersicon. Curr Sci 58:575–576Google Scholar
  4. Bartekova A, Praslicka J (2006) The effect of ambient temperature on development of cotton bollworm (Helicoverpa armigera Hübner, 1808). Plant Prot Sci 42:135–138CrossRefGoogle Scholar
  5. Campbell A, Frazer BD, Gilbert N, Gutirez AP, Mackauer M (1974) Temperature requirements of some aphids and their parasites. J Appl Ecol 11:431–438CrossRefGoogle Scholar
  6. Casimero V, Tsukuda R, Nakasuji F, Fujisaki K (2000) Effect of larval diets on the survival and development in the cotton bollworm, Helicoverpa armigera Hubner (Lepidoptera: Noctuidae). Appl Ent Zoo 35:69–74CrossRefGoogle Scholar
  7. Cunningham JP, Zalucki MP (2014) Understanding heliothine (Lepidoptera: Heliothinae) pests: what is a host plant? J Eco Entomol 107:881–896CrossRefGoogle Scholar
  8. Dalal PK, Singh JK (2017) Role of modeling on insect pests and disease management. J Entomol Zool Stud 5:1773–1777Google Scholar
  9. Dhandapani N, Balasubramanian M (1980) Effect of different food plant on the development and reproduction of Heliothis armigera (Hübner). Experientia 36:930–931CrossRefGoogle Scholar
  10. European Union (2017) Eurostat: Agriculture, forestry and fishery statistics. Office of European Union, Luxembourg  https://doi.org/10.2785/570022. Accessed 17 Mar 2019
  11. Garcia FJM (2006) Analysis of the spatio-temporal distribution of Helicoverpa armigera Hb. in a tomato field using a stochastic approach. Biosyst Eng 93:253–259CrossRefGoogle Scholar
  12. Gomes ES, Santos V, Avila CJ (2017) Biology and fertility life table of Helicoverpa armigera (Lepidoptera: Noctuidae) in different hosts. Entomol Sci 20:419–426CrossRefGoogle Scholar
  13. Hagstrum DW, Milliken GA (1991) Modeling differences in insect developmental times between constant and fluctuating temperatures. Ann Entomol Soc Am 84:369–379CrossRefGoogle Scholar
  14. Horticulture Statistics Division (2017) Horticultural statistics at a glance 2017. Department of Agriculture, Cooperation and Farmers Welfare,, Ministry of Agriculture and Farmers Welfare, Government of India. https://nhb.gov.in/statistics/Publication/Horticulture%20At%20a%20Glance%202017%20for%20net%20uplod%20(2).pdf. Accessed 17 Mar 2019
  15. Ikemoto T, Takai K (2000) A new linearized formula for the law of total effective temperature and the evaluation of line-fitting methods with both variables subject to error. Environ Entomol 29:671–682CrossRefGoogle Scholar
  16. Jallow FAM, Masaya M (2001) Influence of temperature on the rate of development of Helicoverpa armigera (Hübner) (Lepidoptera: Noctuidae). Appl Entomol Zool 36:427–430CrossRefGoogle Scholar
  17. Jallow FAM, Matsumura M, Suzuki Y (2001) Oviposition preference and reproductive performance of Japanese Helicoverpa armigera (Hübner) (Lepidoptera: Noctuidae). Appl Entomol Zool 36:419–426CrossRefGoogle Scholar
  18. Kashyap RK, Verma AN (1987) Factors imparting resistance to fruit damage by Heliothis armigera (Hubner) in some tomato genotypes. Insect Sci Appl 8:111–114Google Scholar
  19. Keszthelyi S, Nowinszky L, Puskas J (2013) The growing abundance of Helicoverpa armigera in Hungary and its areal shift estimation. Cen Eur J BioL 8:756–764Google Scholar
  20. Kontodimas DC, Eliopoulous PA, Stathus GS, Economou LP (2004) Comparative temperature dependent development of Nephus includens (Kirsch) and Nephus bisignatus (Coleoptera: Coccinellidae) preying on Planococcus citri (Homoptera: Pseudococcidae): evaluation of linear and non-linear models using specific criteria. Environ Entomol 33:1–11CrossRefGoogle Scholar
  21. Lammers JW, Macleod A (2007) Report of a pest risk analysis: Helicoverpa armigera (Hübner, 1808) https://webarchive.nationalarchives.gov.uk/20140904094530/http://www.fera.defra.gov.uk/plants/plantHealth/pestsDiseases/documents/helicoverpa.pdf. Accessed 17 Mar 2019
  22. Lange WH, Bronson L (1981) Insect pests of tomatoes. Annu Rev Entomol 26:345–371CrossRefGoogle Scholar
  23. Liu SS, Zhang GM, Zhu J (1995) Influence of temperature variations on rate of development in insects:analysis of case studies from entomological literature. Ann Entomol Soc Am 88:107–119CrossRefGoogle Scholar
  24. Liu Z, Gong PY, Wu KJ, Li DM (2004) Life table studies of the cotton bollworm Helicoverpa armigera (Lepidoptera:Noctuidae), on different host plants. Environ Entomol 33:1570–1576CrossRefGoogle Scholar
  25. Meena K, Pratheepa M, Subramaniam KR, Venugopalan R, Bheemanna H (2010) A decision tree induction approach to study the population dynamics of Helicoverpa armigera (Hübner) and its natural enemies on cotton. In: Ao SI, Castillo O, Douglas C, Feng DD, Lee JA (eds) Proceedings of the international multi-conference of engineers and computer scientists, Hong Kong, pp 1–7Google Scholar
  26. Mirhosseini MA, Fathipour Y, Reddy GVP (2017) Arthropod development’s response to temperature: a review and new software for modeling. Ann Entomol Soc Am 110:507–520CrossRefGoogle Scholar
  27. Mironidis GK (2014) Development, survivorship and reproduction of Helicoverpa armigera (Lepidoptera: Noctuidae) under fluctuating temperature. Bull Entomol Res 104:751–764CrossRefGoogle Scholar
  28. Mironidis GK, Savopoulou-Soultani MS (2008) Development, survivorship and reproduction of Helicoverpa armigera (Lepidoptera: Noctuidae) under constant and alternating temperatures. Environ Entomol 37:16–28CrossRefGoogle Scholar
  29. Miyashita K (1971) Effects of constant and alternating temperatures on the development of Spodoptera litura F.: Lepidoptera: Noctuidae. Appl Entomol Zool 6:105–111CrossRefGoogle Scholar
  30. Mohite AS, Charde PN, Dahegaonkar JS, Dorlikar AV (2011) Temperature effects on the development of life stages of Gram Pod Borer Helicoverpa armigera (Hubner) (Lepidoptera: Noctuidae). Indian J Entomol 73:237–240Google Scholar
  31. Noor-ul-Ane M, Mirhosseini MA, Crickmore N, Saeed S, Noor I, Zalucki MP (2017) Temperature-dependent development of Helicoverpa armigera (Hübner) (Lepidoptera: Noctuidae) and its larval parasitoid, Habrobracon hebetor (Say) (Hymneoptera: Braconidae): implications for species interactions. Bull Entomol Res 108:295–304CrossRefGoogle Scholar
  32. PAU (2013) Package of practices for cultivation of vegetables. Punjab Agricultural University, LudhianaGoogle Scholar
  33. Paul AVN, Dass R, Prasad B (1979) Sex determination of pupae of Heliothis armigera on gram. Indian J Entomol 41:285Google Scholar
  34. Rabindra RJ, Philip SR, Sundarababu PC, Gopalan M (1997) Technology for Mass Production of Biopesticides. Center for plant protection studies, Tamil Nadu Agricultural University, CoimbatoreGoogle Scholar
  35. Regniere J, Powell J, Bentz B, Nealis V (2012) Effects of temperature, survival and reproduction of insects: experimental design, data analysis and modeling. J Insect Physiol 58:634–647CrossRefGoogle Scholar
  36. Selvanarayanan V, Narayanasami P (2006) Factors of resistance in tomato accessions against fruit worm, Helicoverpa armigera (Hubner). Crop Prot 25:1075–1079CrossRefGoogle Scholar
  37. Singh N, Dostasara SK, Jat SM, Naqvi AR (2017) Assessment of crop losses due to tomato fruit borer, Helicoverpa armigera in tomato. J Entomol Zool Stud 5:595–597Google Scholar
  38. Smith IM, McNamara DG, Scott PR, Holderness M (1997) Quarantine pests for Europe. CAB International, WallingfordGoogle Scholar
  39. Srinivasan K, Krishna Moorthy PN, Raviprasad TN (1994) African marigold as a trap crop for the management of the fruit borer Helicoverpa armigera on tomato. Int J Pest Manag 40:56–63CrossRefGoogle Scholar
  40. Torres Vila LM, Rodriguez Molina MC, Lacasa Plasencia A, Bielza Lino P, Rodriguez del Rincon A (2002) Pyrethroid resistance of Helicoverpa armigera in Spain: current status and agroecological perspective. Agric Ecosyst Environ 93:55–66CrossRefGoogle Scholar
  41. Tsoukanas VI, Papadopoulos GD, Fantinou AA, Papadoulis GT (2006) Temperature-dependent development and life table of Iphiseius degenerans (Acari: Phytoseiidae). Environ Entomol 35:212–218CrossRefGoogle Scholar
  42. Wakil W, Ghazanafar MU, Kwon YJ, Qayyum MA, Nasir F (2010) Distribution of Helicoverpa armigera Hübner (Lepidoptera: Noctuidae) in tomato fields and its relationship to weather factors. Entomol Res 40:290–297CrossRefGoogle Scholar
  43. Wilson LT, Barnett WW (1983) Degree days: an aid in crop and pest management. Calif Agric 37:4–7Google Scholar
  44. Wu KJ, Chen YP, Li MH (1993) Performances of the cotton bollworm Helicoverpa armigera (Hubner) at different temperatures and relative humidities. J Environ Sci 5:158–168Google Scholar
  45. Xiuzhen L, Kunjun W, Peiyu G (1993) Effect of alternating temperatures on development and reproduction of armyworm Mythimna separata (Walker). J Environ Sci 5:186–193Google Scholar
  46. Younis AM, Ottea JA (1993) Some biological aspects, thermal threshold and heat unit requirements for the immature stages of the American bollworm Heliothis armigera. In: Proceedings of beltwide cotton conference, New Orleans, pp 895–897Google Scholar

Copyright information

© Deutsche Phytomedizinische Gesellschaft 2019

Authors and Affiliations

  1. 1.Department of EntomologyPunjab Agricultural UniversityLudhianaIndia

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