Submitted:
11 September 2023
Posted:
14 September 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Description of the Study Area
2.2. Site Determination and Sampling
2.3. Mealybug and Parasitoid Maintenance
2.4. Preparation of Host Plants
2.5. Mealybugs Propagation
2.6. Parasitoid Breeding
2.7. Parasitoid Preference Testing for Nymph Instars and Adults of P. manihoti
2.8. Parasitoid preference and parasitization index
2.9. Functional responsiveness testing
3. Results
3.1. Parasitoid preference for mealybug instar P. manihoti
3.2. Effect of host density on parasitization rate of P. manihoti
3.3. Functional Response to Population Density of P. manihoti
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Badan Pusat Statistik. Luas panen, produktivitas, produksi tanaman ubi kayu seluruh provinsi. 2022. Available https://bps.go.id/indicator/53/62/1/luas-panen-produksi-dan-produktivitas-ubi-kayu.html.
- Food and Agricultural Organisation, Chapter 6: Pest and disease., In: Save and Grow: Cassava A Guide to Sustainable Production Intensification. FAO Published, Rome FAO. 2013. 74–86.
- Calatayud PA, Le Ru B. Cassava-Mealybug Interactions. IRD Éditions Institut De Recherche Pour Le Développement Paris, France. 2006. 110.
- El-Zahi, E.Z.S.; Aref, S.A.E-S.; Korish, S.K.M. The cotton mealybug, Phenacoccus solenopsis Tinsley (Hemiptera: Pseudococcidae) as a new menace to cotton in Egypt and its chemical control. Journal of Plant Protection Research. 2016. 56(2): 111–115. https://doi.org/10.1515/jppr-2016-0017. [CrossRef]
- Supartha, I.W.; Yudha, I.K.W.; Wiradana, P.A.; Susila, I.W. Response of parasitoids to invasive pest Phenacoccus manihoti Matile-Ferrero (Hemiptera: Pseudococcidae) on cassava crop in Bali, Indonesia. Biodiversitas Journal of Biological Diversity. 2020. 21(10): 4543-4549. https://doi.org/10.13057/biodiv/d211011. [CrossRef]
- Nwanze, K.F. Relationships between cassava root yields and crop infestations by the mealybug, Phenacoccus manihoti. Tropical Pest Management. 1982. 28(1): 27–32. https://doi.org/10.1080/09670878209370669. [CrossRef]
- Parsa, S.; Kondo, T.; Winotai, A. The Cassava Mealybug (Phenacoccus manihoti) in Asia: First Records, Potential Distribution, and an Identification Key. PLoS ONE. 2012. 7(10): p. e47675. 1 – 11. https://doi.org/10.1371/journal.pone.0047675. [CrossRef]
- Muniappan, R.; Shepard, B.M.; Watson, G.W.; Carner, G.R.; Rauf, A.; Sartiami, D.; Hidayat, P.; Afun, J.V.K.; Goergen, G.; Rahman, A.K.M.Z. New Records of Invasive Insects (Hemiptera: Sternorrhyncha) in Southeast Asia and West Africa. Journal of Agricultural and Urban Entomology. 2009. 26(4): 167-174. https://doi.org/10.3954/1523-5475-26.4.167. [CrossRef]
- Belloti, A.C. Arthropod Pests. In: J.M.T. and A.C.B. Hillock R.J, Ed. Pest Cassava: Biology, Production and Utilization. CAB International. 2002. 209–234.
- Damalas, C.A.; Eleftherohorinos, I.G. Pesticide Exposure, Safety Issues, and Risk Assessment Indicators. International Journal of Environmental Research and Public Health. 2011. 8(5): 1402–1419. https://doi.org/10.3390/ijerph8051402. [CrossRef]
- Barratt, B.I.P.; Moran, V.C.; Bigler, F.; van Lenteren, J.C. The status of biological control and recommendations for improving uptake for the future. BioControl. 2018. 63(1): 155–167. https://doi.org/10.1007/s10526-017-9831-y. [CrossRef]
- Kevan, P.G.; Shipp, L. Biological Control as Biotechnological Amelioration and Ecosystem Intensification in Managed Ecosystems ☆. In: Reference Module in Life Sciences. Elsevier. 2017. 1 – 10. https://doi:10.1016/B978-0-12-809633-8.09246-3. [CrossRef]
- Adriani, E.; Rauf, A.; Pudjianto. Laju enkapsulasi parasitoid Anagyrus lopezi (De Santis) (Hymenoptera: Encyrtidae) oleh kutu putih singkong Phenacoccus manihoti Matile-Ferrero (Hemiptera: Pseudococcidae). Jurnal Entomologi Indonesia. 2016. 13(3):147–155. https://doi.org/10.5994/jei.13.3.147. [CrossRef]
- Thomson, L.J.; Hoffmann, A.A. Natural enemy responses and pest control: Importance of local vegetation. Biological Control. 2010. 52(2): 160–166. DOI: https://doi.org/10.1016/j.biocontrol.2009.10.008. [CrossRef]
- Pretty, J.; Bharucha, Z. Integrated Pest Management for Sustainable Intensification of Agriculture in Asia and Africa. Insects. 2015. 6(1): 152–182. https://doi.org/10.3390/insects6010152. [CrossRef]
- James, B.; Yaninek, J.; Neuenschwander, P.; Cudjoe, A.; Modder, W.; Echendu, N.; Toko, M. Pest Control in Cassava Farms. IPM Field Guide for Extension Agents. Wordsmithes Printers Lagos. Nigeria. 2000. 36 p.
- Löhr, B.; Varela, A.M.; Santos, B. Exploration for natural enemies of the cassava mealybug, Phenacoccus manihoti (Homoptera: Pseudococcidae), in South America for the biological control of this introduced pest in Africa. Bulletin of Entomological Research. 1990. 80(4): 417–425. https://doi.org/10.1017/S0007485300050677. [CrossRef]
- Rezaei, M.; Talebi, A.A.; Tazerouni, Z. Parasitoids: The Role of Host Preference and Host Specificity in Biological Control. In: E. Donnelly, Ed. Parasitoids: Biology, Behaviour, and Ecology. Nova Publisher, Inc, New York. 2019.
- Gordh, G. Oriental Mealybug Parasitoids of the Anagyrini (Hymenoptera: Encyrtidae). Annals of the Entomological Society of America. 1996. 89(4): 606–607. https://doi.org/10.1093/aesa/89.4.606. [CrossRef]
- Manly. A model for certain types of selection experiments. Biometrics. 1974. 30(2): 281–294. https://doi.org/10.2307/2529649. [CrossRef]
- Fenlon, J.S.; Faddy, M.J. Modelling predation in functional response. Ecological Modelling. 2006. 198(1–2): 154–162. https://doi.org/10.1016/j.ecolmodel.2006.04.002. [CrossRef]
- Rogers, D. Random search and insect population models. Journal of Animal Ecology. 1972. 41(2): 369-383. https://doi.org/10.2307/3474. [CrossRef]
- Megawati.; Rauf, A.; Pujianto. Aspects of Biology of Acerophagus papayae Noyes & Schauff (Hymenoptera: Encyrtidae), Parasitoid of The Papaya Mealybug. Jurnal Hama Penyakit Tumbuhan Tropika. 2019. 19(1): 52 - 63. https://doi.org/10.23960/j.hptt.11952-63. [CrossRef]
- Luna, M.G.; Desneux, N.; Schneider, M.I. Encapsulation and Self-Superparasitism of Pseudapanteles dignus (Muesebeck) (Hymenoptera: Braconidae), a Parasitoid of Tuta absoluta (Meyrick) (Lepidoptera: Gelechiidae). PLOS ONE. 2016. 11(10): p. e0163196. 1-10. https://doi.org/10.1371/journal.pone.0163196. [CrossRef]
- Wardani, N.; Rauf, A.; Winasa, I.W.; Santoso, S. Parameter Neraca Hayati dan Pertumbuhan Populasi Kutu Putih Phenacoccus manihoti Matile-Ferrero (Hemiptera: Pseudococcidae) pada Dua Varietas Ubi Kayu. Jurnal Hama Penyakit Tumbuhan Tropika. 2014.. 14(1): 64–70. https://doi.org/10.23960/j.hptt.11464-70. [CrossRef]
- Evans, G.; Abd-Rabou, S. An annotated list of the encyrtids of egypt (Hymenoptera: Chalcidoidea: Encyrtidae). Acta Phytopathologica et Entomologica Hungarica. 2013. 48(1): 107–128. https://doi.org/10.1556/aphyt.48.2013.1.10. [CrossRef]
- Le, T.T.N.; Graziosi, I.; Cira, T.M.; Gates, M.W.; Parker, L.; Wyckhuys, K.A.G. Landscape context does not constrain biological control of Phenacoccus manihoti in intensified cassava systems of southern Vietnam. Biological Control. 2018. 121: 129–139. https://doi.org/10.1016/j.biocontrol.2018.02.011. [CrossRef]
- Thancharoen, A.; Lankaew, S.; Moonjuntha, P.; Wongphanuwat, T.; Sangtongpraow, B.; Ngoenklan, R.; Kittipadakul, P.; Wyckhuys, K.A.G. Effective biological control of an invasive mealybug pest enhances root yield in cassava. Journal of Pest Science. 2018. 91(4): 1199–1211. https://doi.org/10.1007/s10340-018-1012-y. [CrossRef]
- Wyckhuys, K.A.G.; Zhang, W.; Prager, S.D.; Kramer, D.B.; Delaquis, E.; Gonzalez, C.E.; van der Werf, W. Biological control of an invasive pest eases pressures on global commodity markets. Environmental Research Letters. 2018. 13(9): p 094005. 1 – 13. https://doi.org/10.1088/1748-9326/aad8f0. [CrossRef]
- Godfray, H.C.J. Parasitoids: Behavioral and Evolutionary Ecology. Princeton University Press. 1994. 64. https://doi.org/10.2307/j.ctvs32rmp. [CrossRef]
- Sagarra, L.; Vincent, C. Influence of Host Stage on Oviposition, Development, Sex Ratio, and Survival of Anagyrus kamali Moursi (Hymenoptera: Encyrtidae), a Parasitoid of the Hibiscus Mealybug,Maconellicoccus hirsutus Green (Homoptera: Pseudococcidae). Biological Control. 1999. 15(1): 51–56. https://doi.org/10.1006/bcon.1999.0696. [CrossRef]
- Fanani, M.Z.; Rauf, A.; Maryana, N.; Nurmansyah, A.; Hindayana, D. Geographic distribution of the invasive mealybug Phenacoccus manihoti and its introduced parasitoid Anagyrus lopezi in parts of Indonesia. Biodiversitas Journal of Biological Diversity. 2019. 20(12): 3751-3757. https://doi.org/10.13057/biodiv/d201238. [CrossRef]
- Maharani, J.S.; Rauf, A.; Maryana, N. Masa hidup imago, progeni, dan kemampuan parasitisasi Anagyrus lopezi (De Santis) (Hymenoptera: Encyrtidae), parasitoid kutu putih singkong. Jurnal Entomologi Indonesia. 2020. 16(3): 138-150. https://doi.org/10.5994/jei.16.3.138. [CrossRef]
- Chong, J.H.; Roda, A.L.; Mannion, C.M. Life history of the mealybug, Maconellicoccus hirsutus (Hemiptera: Pseudococcidae), at constant temperatures. Environ Entomol. 2008. 37(2): 323–332. https://doi.org/10.1093/ee/37.2.323. [CrossRef]
- Saini, A.; Sharma, P.L. Functional Response and Mutual Interference of Cotesia vestalis (Hymenoptera: Braconidae) on Plutella xylostella (Lepidoptera: Plutellidae). Journal of Entomological Science. 2018. 53(2): 162–170. https://doi.org/10.18474/JES17-36.1. [CrossRef]
- Eliopoulos, P.A.; Kapranas, A.; Givropoulou, E.G.; Hardy, I.C.W. Reproductive efficiency of the bethylid wasp Cephalonomia tarsalis: the influences of spatial structure and host density. Bulletin of Entomological Research. 2017. 107(2): 139–147. https://doi.org/10.1017/S0007485316000651. [CrossRef]
- Boivin, G.; Martel, V. Size-induced reproductive constraints in an egg parasitoid. Journal of Insect Physiology. 2012. 58(12): 1694–1700. https://doi.org/10.1016/j.jinsphys.2012.10.014. [CrossRef]
- Segoli, M.; Rosenheim, J.A. The effect of body size on oviposition success of a minute parasitoid in nature. Ecological Entomology. 2015. 40(4): 483–485. https://doi.org/10.1111/een.12194. [CrossRef]
- Segoli, M.; Rosenheim, J.A. Limits to the reproductive success of two insect parasitoid species in the field. Ecology. 2013. 94(11): 2498–2504. https://doi.org/10.1890/13-0262.1. [CrossRef]
- Maharani, Y.; Rauf, A.; Sartiami, D.; Anwar, R. Biology and life table of papaya mealybug Paracoccus marginatus Williams & Granara de Willink (Hemiptera: Pseudococcidae) on three host plant species Paracoccus marginatus Williams & Granara De Willink. Jurnal Hama dan Penyakit Tumbuhan Tropika. 2016. 16(1): 1–9. https://doi.org/10.23960/j.hptt.1161-9. [CrossRef]
- Rebu, Y.U.; Rauf, A.; Winasa, I.W. Tanggap Fungsional Parasitoid Acerophagus papayae Noyes & Schauff Terhadap Kutu Putih Pepaya Paracoccus marginatus Granara de Willink (Hemiptera: Pseudococcidae). Buletin Leguminosae. 2012. 18(3).
- Bale, J.S.; Masters, G.J.; Hodkinson, I.D.; Awmack, C.; Bezemer, T.M.; Brown, V.K.; Butterfield, J.; Buse, A.; Coulson, J.C.; Farrar, J.; Good, J.E.G.; Harrington, R.; Hartley, S.; Jones, T.H.; Lindroth, R.L.; Press, M.C.; Symrnioudis, I.; Watt, A.D.; Whittaker, J.B. Herbivory in global climate change research: direct effects of rising temperature on insect herbivores. Global Change Biology. 2002. 8(1): 1–16. https://doi.org/10.1046/j.1365-2486.2002.00451.x. [CrossRef]
- Supartha, I.W.; Susila, I.W.; Yohanes.; Yudha, I.K.W.; Wiradana, P.A. Potential of parasitoid Gronotoma micromorpha Perkin (Hymenoptera: Eucoilidae) as a biocontrol agent for pea leafminer fly, Liriomyza huidobrensis Blanchard (Diptera: Agromyzidae). Acta Ecologica Sinica. 2022. 42(2): 90 – 94. https://doi.org/10.1016/j.chnaes.2021.06.008. [CrossRef]
- Vet, L.E.M. Parasitoid searching efficiency links behaviour to population processes. Applied Entomology and Zoology. 2001. 36(4): 399–408. https://doi.org/10.1303/aez.2001.399. [CrossRef]
- Wahyuni, S.; Supartha, I.W.; Ubaidillah, R.; Wijaya, I.N. Parasitoid community structure of leaf miner Liriomyza spp. (Diptera: Agromyzidae) and the rate of parasitization on vegetable crops in Lesser Sunda Islands, Indonesia. Biodiversitas Journal of Biological Diversity. 2017. 18(2): 593–600. https://doi.org/10.13057/biodiv/d180221. [CrossRef]

| The emergence of parasitoids (ind) | Preference Index (Li) | |||||
| Treatments | A. lopezi | Acerophagus sp. | Blepyrus sp. | A. lopezi | Acerophagus sp. | Blepyrus sp. |
| Instar -2 | 1,80 ± 0,92b | 1,70 ± 0,67a | 0,40 ± 0,70b | 0,18 ± 0,20b | 0,19 ± 0,17a | 0,03 ± 0,10a |
| Instar- 3 | 2,90 ± 0,74a | 0,90 ± 0,57b | 1,10 ± 0,57a | 0,39 ± 0,06a | 0,03 ± 0,10b | 0,06 ± 0,13a |
| Adults | 1,10 ± 0,74b | 0,80 ± 0,63b | 0,60 ± 0,52b | 0,09 ± 0,15b | 0,03 ± 0,10b | 0,03 ± 0,10a |
| Host density | Number of parasitized hosts (ind) | Parasitization rate (%) | ||||
| A. lopezi | Acerophagus sp | Blepyrus sp | A. lopezi | Acerophagus sp | Blepyrus sp | |
| 3 | 2,0 ± 0,71d | 1,8 ± 0,84b | 1,8 ± 0,84b | 66,67 ± 2,35ab | 60,00 ± 2,78a | 60,00 ± 1,27a |
| 7 | 5,4 ± 0,55c | 4,2 ± 0,82a | 3,2 ± 0,84a | 77,14 ± 1,78a | 62,86 ± 1,62a | 45,71 ± 1,19a |
| 15 | 11,8 ± 1,30b | 4,8 ± 0,45a | 3,2 ± 0,45a | 78,67 ± 1,86a | 30,67 ± 3,65b | 21,33 ± 2,98b |
| 25 | 14,8 ± 1,64a | 5,0 ± 0,00a | 3,4 ± 0,55a | 59,20 ± 1,65b | 20,80 ± 1,79bc | 13,60 ± 2,19b |
| 35 | 15,2 ± 1,30a | 5,2 ± 0,45a | 4,0 ± 0,00a | 42,29 ± 3,73c | 14,29 ± 2,02bc | 10,29 ± 1,56b |
| 50 | 15,6 ± 1,14a | 5,6 ± 0,55a | 4,0 ± 0,00a | 30,80 ± 1,79c | 10,00 ± 1,41c | 7,20 ± 1,10b |
| Coefficient | Estimating | SD1 | z-count | P-Values |
| Parasitoid: A. lopezi | ||||
| Intercept (P0) | 0.6093 | 0.6514 | 0.94 | 0.3496 |
| Linear (P1) | 0.1252 | 0.0912 | 1.37 | 0.1699 |
| Quadratic (P2) | -0.0073 | 0.0036 | -2.03 | 0.0426 |
| Cubic (P3) | 0.0001 | 0.0000 | 2.07 | 0.0385 |
| Parasitoid: Acerophagus sp. | ||||
| Intercept (P0) | 1.2040 | 0.6368 | 1.89 | 0.0587 |
| Linear (P1) | -0.1691 | 0.0951 | -1.78 | 0.0754 |
| Quadratic (P2) | 0.0032 | 0.0039 | 0.82 | 0.4141 |
| Cubic (P3) | 0.0000 | 0.0000 | -0.49 | 0.6251 |
| Parasitoid: Blepyrus sp. | ||||
| Intercept (P0) | 1.2030 | 0.6452 | 1.86 | 0.0624 |
| Linear (P1) | -0.2523 | 0,1010 | -2.50 | 0.0125 |
| Quadratic (P2) | 0.0068 | 0,0042 | 1.61 | 0.1067 |
| Cubic (P3) | -0.0001 | 0.0000 | -1.29 | 0.1963 |
| Parasitoid | a (mealybugs/hour) | Th (minutes) | |
| A. lopezi | 2,54 ± 1,47 | 3,42 ± 0,52 | |
| Acerophagus sp. | 1,81 ± 0,62 | 10,00 ± 1,18 | |
| Blepyrus sp. | 1,83 ± 0,90 | 14,79 ± 2,00 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).