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Journal of Entomology

Year: 2012 | Volume: 9 | Issue: 1 | Page No.: 41-49
DOI: 10.3923/je.2012.41.49
The Effect of Different Cereal Aphid Species on the Performance of Two Coccinellid Predators
J. G. Nyaanga, A. W. Kamau, R. S. Pathak and R. K. Tuey

Abstract: Coccinellid beetles have been studied worldwide for integration with biological aphid control systems but their performance on different cereal aphid prey has not been investigated. A study was conducted to evaluate the relative suitability of five cereal aphid prey species; Rhopalosiphum padi, Metopolophium dirhodum, Sitobion avenae, Schizaphis graminum and Diuraphis noxia on two coccinellid predators; Adonia variegata and Cheilomenes lunata. The five aphid species were separately fed to first instar larvae and newly emerged adult coccinellids in the laboratory. Development and reproduction parameters were quantified. The duration of the immature stages of C. lunata was significantly shorter (F = 1408.34; df = 5, 25; MSE = 0.3; p<0.0001) on R. padi (11.7±0.14) and longest on D. noxia (16.2±0.07). The duration for A. variegata larvae was similarly shorter (F = 8718.94; df = 5, 25; MSE = 0.1; p<0.0001) on R. Padi (10.2±0.08) and longest on D. noxia (12.1±0.08). The total eggs produced were higher (F = 25648.0; df = 4, 24; MSE= 3.6; p<0.0001) when C. lunata was fed with R. padi (740.1±3.00) and lowest on D. noxia (203.0±3.23). A. variegata exhibited nearly a similar trend whereby the total eggs produced were highest (F = 4987.08; df = 4, 24; MSE = 5.5; p<0.0001) on R. padi (l655.4±4.83) and lowest on D. noxia (244.2±4.69). The two predators coccinellid species C. lunata and A. variegata are deemed to be efficient predators of R. padi, M. dirhodum and S. avenae and poor on D. noxia and S. graminum.

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How to cite this article
J. G. Nyaanga, A. W. Kamau, R. S. Pathak and R. K. Tuey, 2012. The Effect of Different Cereal Aphid Species on the Performance of Two Coccinellid Predators. Journal of Entomology, 9: 41-49.

Keywords: prey suitability, biology, Biocontrol, Chelomenes lunata and Adonia variegata

INTRODUCTION

Different cereal aphid species occur on wheat fields causing serious yield losses through their direct and indirect damage (Ehsan-ul-Haq, 2003; Nyaanga et al., 2006; Van Emden and Harrington, 2007; Lapierre and Hariri, 2008). Both the direct and indirect damage caused by aphids is usually proportional to their numbers on host plants. High aphid numbers also increase crowding which is an important stimulus for wing production (Muller et al., 2001; Braedle et al., 2006) and eventual dispersal within and between plants. Reduction in aphid numbers will therefore not only reduce pest damage but also indirectly reduce their local and long distance dispersal to other wheat crops.

Practices that reduce the net population of aphids on crops include the use of natural enemies. Natural enemies are the foundation for Integrated Pest Management (IPM) and the core of sustainable agriculture (Dufour, 2001). Aphidophagous coccinellids have been found to play a significant role in reducing aphid populations (Olmez Bayhan et al., 2006; Mari et al., 2005). They have been studied worldwide for integration with biological aphid control systems (Irshad, 2001; Pell and Vandenberg, 2002). The coccinellid species Chelomenes lunata (Fabricius) and Adonia variegata (Goeze) are the most predominant species that were observed preying on cereal aphids in selected wheat growing areas of Kenya (Nyaanga et al., 2008). However, their feeding preference was not investigated.

Prey preference has been observed for several insect predators and has been identified as a species specific characteristic (Venzon et al., 2001). Coccinellid species Serangium parcesetosum has been reported to depict significant differences in their preference for different prey species offered (Al-Zyoud, 2007). According to Dixon (2000) , the suitability of different prey for a natural enemy development and survival can vary tremendously within all possible host ranges. Rana et al. (2002), also reported that the larvae of the generalist ladybird beetle predator Adalia bipunctata performed better when reared on the pea aphid Acyrthosiphon pisum than on the black bean aphid Aphis fabae. Studies on prey suitability for a natural enemy are key steps to evaluate the potential of the organism being used in biological control programmes for insect pests. In this study, prey consumption, growth, development and reproductive parameters of two aphidophagous coccinellid species C. lunata and A.variegata were measured to quantify the suitability of five aphid prey species Schizaphis graminum (Rondani), Metopolophium dirhodum (Walker), Rhopalosiphum padi (Linnaeus), Sitobion avenae (Fabricius), Diuraphis noxia (Kurdjumov) in the laboratory.

MATERIALS AND METHODS

Materials: The experiments were carried out in 2008 at Egerton University situated in the Rift valley province of Kenya. The five cereal aphid species; S. graminum, M. dirhodum, R. padi, S. avenae and D. noxia used in the experiments as prey, were collected from farmers’ wheat fields around Egerton University. They were reared as a mixed populations maintained on potted wheat plants placed in Plexiglass cages measuring 90x60x60 cm. The cages were kept in the greenhouse at 12 h light/12 h dark cycle, a temperature of 25±1°C and 65±5% RH. Fresh potted wheat plants were placed in the cages twice a week to replace the deteriorating ones.

Methods: To obtain the desired stages of coccinellid beetles, A. variegata and C. lunata female and male adults were collected from the experimental farm at Egerton University. The beetles were paired (male and female) and the two species were separately introduced into the cages containing the well established mixed colonies of aphid prey. Fresh supplies of aphid prey were placed in the cages after every five days to ensure that the beetles had a continuous supply of food. Once oviposition began, males were removed so that females could oviposit in isolation. The newly deposited eggs were incubated under the same conditions.

To determine the effect of different cereal aphid prey species on the growth and development of the immature connellid predators, an experiment was conducted in the laboratory using a completely randomized plot design replicated five times. The experimental conditions were 12 h light/12 h dark, a temperature of 23±1°C and 60±5% RH. Wheat leaf sections were inserted in moist sand placed at the periphery of petri dishes (12x1.5 cm). Five 3rd instar aphids from each of the five test aphid species were collected from the stock cultures. The different species were separately settled on the wheat leaf sections. One petri dish containing only moist sand was placed in each rep as a control unit. One newly hatched coccinellid species C. lunata larvae was placed in each of the petri dishes. The same experimental set up was repeated for coccinellid species A. variegeta larvae. The larvae were supplied with aphids settled on fresh wheat leaf sections as frequently as possible. Individual coccinellid larvae were checked twice daily for ecdysis and survivorship. The exuviae were counted to determine molting. The larval weight increase was also taken after every two days until pupation.

Effect of aphid species on coccinellid adults’ development and reproduction: To determine the effect of different cereal aphid prey species on the development and reproduction of the adult connellid predators, an experiment was conducted in the laboratory using a completely randomized plot design replicated five times. Five adult coccinellid species C. lunata female beetles emerging on the same day were collected from greenhouse cultures and weighed before being starved for 24 h. The beetles were singly placed in petri dishes. Fifty third instar aphids from each of the test aphid species was introduced into the petri dishes containing the beetles. This was repeated for coccinellid species A. variegata. The number of aphids consumed after the first 24 h was quantified by counting those remaining in the petri dish. The female beetles were paired with mature males marked on the right elytra with a white marker for better tracking. The beetle pairs were separately offered unlimited supply of the different test aphid species. The parameters measured in this experiment included; Pre-oviposition period (period from adult emergency to when the first set of eggs were laid), oviposition period (period from the time the first set of eggs were laid until no more eggs were produced or the beetle died. Egg production by females during an experiment was quantified by checking petri dishes three times each day (day time). Eggs were counted and removed at each check. The average eggs per day and total eggs were determined.

Data analysis: The data was analyzed using a one-way analysis of variance (ANOVA); means were separated by LSD at 0.05 level using the statistical package software (SAS, 2002).

RESULTS

Coccinellids larval growth and development on different aphid species: The body weight of the immature stages differed significantly after feeding on the different cereal aphid species. C. lunata larvae feeding on S. graminum and D. noxia recorded significantly low weights (4.6±0.19 and 3±0.26) mg, respectively within the first six days compared to M. dirhodum, R. padi and S. avenae which recorded 6.9±0.10, 6.7±0.19 and 6.5±0.17 mg, respectively (Fig. 1a). The larvae feeding on M. dirhodum however, recorded a significantly higher weight (14±0.15) mg by the 12th day which was also the last day to pupation, compared to R. padi which recorded (13.3±0.22) mg and S. avenae (13±0.20) mg and also pupated on the same day. The weights were different for the C. lunata larvae feeding on S. graminum (8±0.18) and D. noxia (7.5±0.18 mg). The larvae feeding on S. graminum pupated on the fourteenth day weighing 9.8±0.22 mg while those on D. noxia pupated on the sixteenth day weighing 8.8±0.26 mg. On the other hand, the newly hatched A. variegata larvae feeding on M. dirhodum recorded no significant differences in weight (9.9±0.13) mg by the tenth day compared to R. padi (9.1±0.23) mg and S. avenae (9.5±0.0.48) mg, all pupating on the same day (Fig. 1b). S. graminum and D. noxia recorded significantly low weights (7.7±0.23 and 7±0.32) mg, respectively on the same tenth day. The larvae feeding on S. graminum and D. noxia however, pupated on the twelfth day with significant differences in their weights (8.3±0.25 and 7.5±0.31) mg, respectively.

Fig. 1(a-b): Coccinellid species (a) C. lunata and (b) A. variegata larval weight increase on different cereal aphid prey species

The five cereal aphids exhibited considerable variation with respect to their effect on the average duration of first, second, third and fourth instar larvae for the two predators tested. In the case of C. lunata, the duration of first instar was not significantly different among the aphid species tested (F = 0.8; df = 5, 29; p>0.56) (Table 1). The duration of the second instar was however shortest when larvae consumed R. padi than M. dirhodum and S. avenae which were similar, followed by S. graminum. The duration was significantly longer on D. noxia (F = 273.95; df = 4, 24; p<0.0001). The duration of the third instar was similar when larvae on consumed R. padi, M. dirhodum and S. avenae but longer on S. graminum and D. noxia (F = 116.02; df = 4, 24; p<0.0001). Similarly, the fourth instars took a shorter time to develop on R. padi than M. dirhodum and S. avenae which were similar and longest on S. graminum which was not significantly different from D. noxia (F = 695.9; df = 4, 24; p<0.0001). On the other hand the duration of A. Variegata first instar larvae was shortest on R. padi than M. dirhodum and S. avenae which were similar and longest on S. graminum, D. noxia which was not significantly different from the control (F = 61.49; df = 5, 29; p<0.0001) (Table 1). The duration of the second instar was shortest when the larvae consumed R. padi than M. dirhodum and S. avenae which were similar, followed by S. graminum and longer on D. noxia which was not significantly different from the control (F = 32.4; df = 5, 29; p<0.0001). The duration of the third instar was similar when larvae consumed R. padi and M. dirhodum, followed by S. avenae ,then S. graminum but longer on D. noxia (F = 314.12; df = 4, 24; p<0.0001). The fourth instars took a similar time to develop on R. padi, M. dirhodum and S. avenae similar and longest on S. graminum which was not significantly different from D. noxia (F = 695.9; df = 4, 24; p<0.0001).

Table 1: Developmental period of larval stages of C. lunata and A. variegata fed on five cereal aphid prey species
Means followed by the same letter in the same column are not significantly different from each other as per the Least Significant Difference (LSD α = 0.05). *Time taken from one instar to the other

The total larval developmental period of coccinellid species C. lunata feeding on the different aphid species varied from 11.7 to 16.2 (Table 1). The period was significantly shorter when they were fed on R. padi (11.7±0.14), M. dirhodum (12.1±0.20) and S. avenae (12.6±0.15) days, medium length on S. graminum (15.0±0.40) and longest on D. noxia (16.2) days (F = 1408; df = 4, 24; p<0.0001). The total larval developmental period of coccinellid species A. variegata feeding on the different aphid species varied from 10.2 to 12.2 (Table 1). The total larval developmental period for A.variegata was significantly shorter for R. Padi (10.2±0.08), M. dirhodum (10.4±0.04) and S. avenae (10.7±0.10) days followed by S. graminum (11.6±0.04) days and longest on D. noxia (12.1±0.08) days (F = 8718; df = 4, 24; p<0.0001). The longevity of starving larvae (control) was 4 days for C. lunata and 6 days for A. variegata. When fed on the different aphid species all larvae survived to the pupal stage.

Prey consumption: C. lunata adults consumed more aphids within their first 24 h of feeding when fed on M. dirhodum (33.0±0.22), followed by R. Padi (28.7±0.51), S. avenae (25.7±0.22), S. graminum (21.4±0.53) and the least was D. noxia (18.1±0.25) (F = 1208.29; df = 4, 24; p<0.0001). The trend was similar for A. variegata adults which recorded 22.3±0.11 for M. dirhodum, followed by R. Padi (22.1±0.08), S. avenae (21.7±0.19), S. graminum (18.9±0.11) and the least was D. noxia (16.0±0.27) (F = 1288.80; df = 4, 24; p<0.0001) (Table 2).

Effect of different aphid species on coccinellids reproductive performance: The five cereal aphids also exhibited differences in their effect on the reproductive parameter of the two predators. For C. lunata, pre-oviposition period was shortest on R. padi, M. dirhodum and S. avenae and longest on S. graminum and D. noxia (F = 3.89; df = 4, 24; p<0.01). Oviposition period was longest on R. padi, followed by M. dirhodum and S. avenae then S. graminum and last came D. noxia (F = 47.8; df = 4, 24; p<0.0001) (Table 3).

Table 2: Mean number of aphid prey species consumed within the first 24 h by C. lunata and A. variegata adults
Means followed by the same letter in the same column are not significantly different as per the Least Significant Difference at α = 0.05

Table 3: Pre-oviposition, oviposition, mean number of eggs per day and total eggs of coccinellid species C. lunata and A. variegata adult fed on five cereal aphid prey species
Means followed by the same letter in the same column are not significantly different as per the Least Significant Difference at α = 0.05

The average number of eggs laid per female per day was highest on R. padi, M. dirhodum and S. avenae and lowest on S. graminum and D. noxia (F = 338.6; df = 4, 24; p<0.0001). Similarly the total eggs produced remained highest when C. lunata was fed with R. padi, S. avenae and M. dirhodum and lowest when fed on S. graminum and D. noxia (f = 25648.0; df = 4, 24; p<0.0001). A. variegata also exhibited nearly a similar trend (Table 3). Pre-oviposition period was shortest on R. padi and M. dirhodum followed by S. avenae and then S. graminum and the longest was on D. noxia (F = 62.19; df = 4, 24; p<0.0001). Oviposition period was longest on S. avenae followed by R. padi and M. dirhodum then S. graminum and the shortest was D. noxia (F = 28.11; df = 4, 24; p<0.0001). The average number of eggs laid per female per day was highest on R. padi and M. dirhodum followed by S. avenae then S. graminum and lowest on D. noxia (F = 424.83; df = 4, 24; p<0.0001). Similarly the total eggs produced remained highest when A. variegata was fed with R. padi and M. dirhodum followed by S. avenae then S. graminum and lowest on D. noxia (F = 4987.08; df = 4, 24; p<0.0001). A. variegata indicated better reproductive performance in all aphid prey species tested compared to C. lunata.

DISCUSSION

Growth, development and reproduction of the two coccinellid predators C. lunata and A. variegata were closely associated with the aphid prey species offered. This is consistent with studies done by Ali and Rizvi (2007), who observed that the development and predatory response of coccinellid species Coccinella septempunctata was better on aphid species Lipaphis erysimi compared to Aphis craccivora, Hyadaphis coriandri, Rhopalosiphum nymphae and Macrosiphum rosae. Dixon (2000) also reported that some coccinellids do better when they feed on certain species of prey compared to others. Prey quality has been found to influence the development, survival and reproduction of coccinellids (Zhang et al., 2007). Fast larval growth and shortened developmental durations were observed in our study when the two predators were fed with R. padi, M. dirhodum and S. avenae. This may not only increase the fitness of the subsequent adult population but also impart positively on future coccinellid population build up and ultimately their efficacy as biological control agents.

When considering prey consumption, R. padi, M. dirhodum and S. avenae seemed much more palatable and attractive to both predators compared to D. noxia and S. graminum. Inayat et al. (2011) however, reported that S. graminum was the preferred species for both adult and larval coccinellid species Coccinella septempunctata, C. sexmaculata and A. variegata when compared to the aphid species Macrosiphum miscanthi, Aphis maidis and the jassid Empoasca kerri. The likely explanation for this could be that most coccinellids being generalist predators, there preference is likely dependent on what is on offer. Coccinellids have been observed to continue feeding even when they encounter unsuitable prey but with detrimental effects (Obrycki et al., 1997).

The two predators in our study indicated shorter pre-oviposition and longer oviposition period when they were fed with R. padi, M. dirhodum and S. avenae. However Abdel-Salam (2000) observed no differences in survivorship and developmental rates in coccinellid species Harmonia axyridis reared on a non-aphid diet consisting of the grain moth Sitotroga cerealella eggs and those reported for aphid diets. Coccinellids tend to include other insect prey in their diet probably due to shortages of preferred aphidophagous prey (Sloggett and Majerus, 2000) or in some cases due to the benefits of meeting nutritional requirements. Gagne et al. (2002) also found that Coleomegilla maculata first instars preferred conspecific eggs over aphids and the reason was that the eggs were nutritionally superior to aphids as food.

The high average and total egg numbers observed when the beetles were fed with R. padi, M. dirhodum and S. avenae compared to D. noxia and S. graminum is consistent with observations made by Kalushkov and Hodek (2004).They reported that females of coccinellid species C. septempunctata laid twice as many eggs when they were fed with the aphid species Aphis pisum and S. avenae compared to A. fabae and A. craccivora. Suboptimal prey diet as might be the case with D. noxia and S. graminum in this study can impart negative effects that include reduced rates of development, reproduction and survival (Albuquerque et al., 1997). D. noxia and S. graminum contain toxins which they inject into the plant while feeding. These aphid species are able to alter the amino acid profile of phloem contents in susceptible wheat for their own benefit (Petersen and Sandstrom, 2001). It is not clear in this study however, whether D. noxia and S. graminum are poor prey for the two coccinellid species tested because they are of low nutritional quality or they contain toxins that are detrimental to the predator.

Coccinellid species A. variegata larvae maintained a fairly high growth rate when feeding on the less prefered prey species (S. graminum and D. noxia) compared to C. lunata. There was however little indication from the study that either of the two predators was more effective at exploiting cereal aphids than the other. This is further supported by the fact that although C. lunata adults consumed 48% more aphids than A. variegata when feeding on the most prefered prey for both predators (M. dirhodum), this did not result in greater average daily egg production by the former.

CONCLUSION

This study has concluded that aphid prey species had a substantial effect on the life history of both coccinellid species C. variegata and C. lunata. The differential growth, development and reproduction of the coccinellid predator when fed on different cereal aphids are an indication of how crucial aphid species are when considering coccinellids for biological control. The two coccinellid species in this study can therefore be deemed to be efficient predators of R. padi, M. dirhodum and S. avenae and poor on D. noxia and S. graminum. The study therefore suggests that coccinellids be combined with other components of IPM so as to sufficiently manage cereal aphid populations on wheat.

ACKNOWLEDGMENTS

Author thank Egerton University and African Institute for Capacity Development (AICAD) for the financial support of this research which was part of a larger project.

REFERENCES

  • Abdel-Salam, A.H., 2000. Biological and life table studies of Harmonia axyridis Pallas (Coleoptera: Coccinellidae) reared on the factitious prey, Sitotroga cerealella Olivier (Lepidoptera: Gelechiidae). Pak. J. Biol. Sci., 3: 580-585.
    CrossRef    Direct Link    


  • Al-Zyoud, F.A., 2007. Prey species preference of the predator Serangium parcesetosum Sicard (Col., Coccinellidae) and its interaction with another natural enemy. Pak. J. Biol. Sci., 10: 2159-2165.
    CrossRef    PubMed    Direct Link    


  • Ali, A. and P.Q. Rizvi, 2007. Development and predatory performance of Coccinella septempunctata L. (Coleoptera: Coccinellidae) on different aphid species. J. Biol. Sci., 7: 1478-1483.
    CrossRef    Direct Link    


  • Albuquerque, G.S, M.J. Tauber and C.A. Tauber, 1997. Life-history adaptations and reproductive costs associated with specialization in predacious insects. J. Animal Ecol., 66: 307-317.
    Direct Link    


  • Braedle, C., G.K. Davis, J.A. Brisson and D.L. Stern, 2006. Wing dimorphism in aphids. J. Heredity, 97: 192-199.
    CrossRef    


  • Dixon, A.F.G., 2000. Insect Predator-Prey Dynamics: Ladybird Beetles and Biological Control. Cambridge University Press, Cambridge, Pages: 257


  • Dufour, R., 2001. Biointensive integrated pest management (ipm): Fundamentals of sustainable agriculture. ATTRA, National Center for Appropriate Technology, https://attra.ncat.org/attra-pub/PDF/ipm


  • Ehsan-ul-Haq, 2003. Interaction of cultural control with biological control of Metopolophium dirhodum (Walker) on wheat. Pak. J. Biol. Sci., 6: 1009-1020.
    CrossRef    Direct Link    


  • Van Emden, H.F. and R. Harrington, 2007. Aphids as Crop Pests. CABI, Wallinford, ISBN: 0851998190, Pages: 768


  • Irshad, M., 2001. Aphids and their biological control in Pakistan. Pak. J. Biol. Sci., 4: 537-541.
    CrossRef    Direct Link    


  • Gagne, I., D. Coderre and Y. Mauffette, 2002. Egg cannibalism by Coleomegilla maculata lengi neonates: Preference even in the presence of essential prey. Ecol. Entomol., 27: 285-291.
    CrossRef    


  • Inayat, T.P., S.A. Rana, N. Rana, T. Ruby, M.J.I. Sadiqui and M.N. Abbas, 2011. Predation rate in selected coccinellid (coleoptera) predators on some major aphidid and cicadellid (hemipteran) pests. Int. J. Agric. Biol., 13: 427-430.
    Direct Link    


  • Kalushkov, P. and I. Hodek, 2004. The effects of thirteen species of aphids on some life history parameters of the ladybird Coccinella septempunctata. Bio. Control, 49: 121-132.
    CrossRef    Direct Link    


  • Nyaanga, J.G., A.W. Kamau, R.S. Pathak and R. Tuey, 2008. Spatial-Temporal distribution of cereal aphids and Aphidophagous coccinellid species in selected wheat growing areas of Kenya. Egerton j. sci. technol., 8: 29-39.


  • Nyaanga, J.G., A.W. Kamau and J.K. Wanjama, 2006. Niche and temporal differences in colonization of wheat varieties by three species of cereal aphids. Asian J. Plant Sci., 5: 713-716.
    CrossRef    Direct Link    


  • Mari, J.M., N.H. Rizvi, S.M. Nizamani, K.H. Qureshi and M.K. Lohar, 2005. Predatory efficiency of Menochilus sexmaculatus Fab. and Coccinella undecimpunctata Lin., (Coccinellidae: Coleoptera) on alfalfa aphid, Therioaphis trifolii (Monell.). Asian J. Plant Sci., 4: 365-369.
    CrossRef    Direct Link    


  • Muller, C.B, I.S. Williams and J. Hardie, 2001. The role of nutrition, crowding and interspecific interactions in the development of winged aphids. Ecol. Entomol., 26: 330-340.
    CrossRef    


  • Lapierre, H.D. and D. Hariri, 2008. Cereal Viruses: Wheat and Barley in Encyclopedia of Virology. 3rd Edn., Academic Press, USA., ISBN: 0123739357


  • Obrycki, J.J., M.J. Tauber, C.A. Tauber and J.R. Ruberson, 1997. Prey Specialization in Insect Predators. In: Radcliffe's IPM World Textbook, Radcliffe, E.B., W.D. Hutchison and R.E. Cancelado (Eds.). University of Minnesota, St. Paul, MN


  • Pell, J.K. and. J.D. Vandenberg, 2002. Interactions among the aphid Diuraphis noxia, the entomopathogenic fungus Paecilomyces fumosoroseus and the Coccinellid Hippodamia convergens. Biocontrol Sci. Technol., 12: 217-224.
    CrossRef    


  • Petersen, M.K and J.P. Sandstrom, 2001. Outcome of indirect competition between two aphid species mediated by responses in their common host plant. Funct. Ecol., 15: 525-534.
    CrossRef    


  • Rana, J.S., A.F.G. Dixon and V. Jarosik, 2002. Costs and benefits of prey specialization in a generalist insect predator. J. Anim. Ecol., 71: 15-22.
    CrossRef    


  • SAS., 2002. Statistical Analysis Systems User's Guide: Statistics. SAS Institute, Cary, North Carolina


  • Bayhan, S.O., M.R. Ulusoy and E. Bayhan, 2006. Aphids and their predators in malatya region and around, Turkey. J. Biological Sci., 6: 954-957.
    CrossRef    Direct Link    


  • Sloggett, J.J. and M.E.N. Majerus, 2000. Habitat preferences and diet in the predatory Coccinellidae (Coleoptera): An evolutionary perspective. Biol. J. Linnean Soc., 70: 63-88.
    CrossRef    


  • Venzon, M., A. Janssen and M.V. Sabelis, 2001. Prey preference, intraguild predation and population dynamics of an arthropod food web on plant. Exp. Appl. Acarol., 25: 785-808.
    Direct Link    


  • Zhang, S., F. Zhang, B. Hua, 2007. Suitability of various prey types for the development of Propylea japonica (Coleoptera: Coccinellidae). Euro. pean. ournal. Entomol., 104: 149-152.
    Direct Link    

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