Adaptation of the PESTonFARM Model to Support Decision-Making and Planning of Local Implementation of the Sterile Insect Technique in the Control of Ceratitis capitata Flies (Diptera: Tephritidae)
Source abstract
Abstract
The Sterile Insect Technique (SIT) is most effective at large regional scales when applied within an area-wide framework. However, there is a need to investigate its feasibility at smaller scales, e.g., for emergency responses to local fruit fly invasions or planning for preventive release of sterile males in local high-risk zones. Available decision support tools and SIT implementation models are effective for large-scale interventions but tend to ignore the influences of fine-grained terrain structures and therefore offer little guidance for small-scale SIT operations in locally diverse landscapes. This study addresses this issue by adapting a site-specific individual-based PESTonFARM model to simulate both the behaviour and fate of individual members of ultra-small invasive medfly propagules and the post-release dispersal and mating performance of sterile males in heterogeneous and mosaic landscapes. To illustrate model operation, several SIT implementation scenarios were simulated to reveal the influence of local landscape structure on the behaviour of wild and released sterile males and to quantitatively assess the effectiveness of different SIT scenarios. Our results demonstrate the sensitivity of the model and showed that the influence of the spatiotemporal structure of local resources should not be ignored when planning local SIT operations.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Insect behavior and control techniques · Forest Insect Ecology and Management · Insect-Plant Interactions and Control
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
inSilico-IPM, 05-510 Konstancin-Jeziorna, Poland
Department of Agricultural, Environmental and Food Sciences, University of Molise, 86100 Campobasso, Italy
Funding
European Union’s Research and Innovation Program
References (62)
Show source-provided references
1. Bourtzis, K., and Vreysen, M.J.B. (2021). Sterile Insect Technique (SIT) and Its Applications. Insects, 12.10.3390/insects12070638 ↗
2. Sterile insect technique: Lessons from the past10.1093/jme/tjab024 ↗
3. Medfly areawide sterile insect technique programmes for prevention, suppression or eradication: The importance of mating behavior studies10.1653/0015-4040(2002)085[0001:MASITP]2.0.CO;2 ↗
4. CABI (Centre for Agriculture and Bioscience International) (2025, May 16). Invasive Species Compendium. Ceratitis capitata (Mediterranean Fruit Fly). Available online: https://www.cabidigitallibrary.org/doi/10.1079/cabicompendium.12367.
5. Szyniszewska, A.M., and Tatem, A.J. (2014). Global assessment of seasonal potential distribution of Mediterranean Fruit Fly, Ceratitis capitata (Diptera: Tephritidae). PLoS ONE, 9.10.1371/journal.pone.0111582 ↗
6. Host plants of Mediterranean fruit fly (Diptera: Tephritidae) on the Island of Hawaii (1949–1985 survey)10.1093/jee/83.5.1863 ↗
7. A list of Mediterranean fruit fly Ceratitis capitata Wiedemann (Diptera: Teph-ritidae) host plants based on the records of INIA-CENIAP Museum of Insects of Agricultural Interest
8. De Longo, O., Colombo, A., Gomez-Riera, P., Bartolucci, A., and Tan, K.H. (June, January 28). The use of massive SIT for the control of the Medfly, Ceratitis capitata (Wied.), Strain SEIB 6–96, in Mendoza, Argentina. Proceedings of the International Conference On Area-Wide Control Of Insect Pests And The Fifth International Symposium On Fruit Flies Of Economic Importance, Penang, Malaysia.
9. Hendrichs, J., Pereira, R., and Vreysen, J.R. (2021). Successful area-wide eradication of the invading Mediterranean fruit fly in the Dominican Republic. Area-Wide Integrated Pest Management, CRC Press.10.1201/9781003169239 ↗
10. Dyck, V.A., Hendrichs, J., and Robinson, A.S. (2021). Sterile Insect Technique: Principles and Practice in Area-Wide Integrated Pest Management, Taylor & Francis. [2nd ed.].10.1201/9781003035572 ↗
11. Area freedom in Mexico from Mediterranean fruit fly (Diptera: Tephritidae): A review of over 30 years of a successful containment program using an integrated area-wide SIT approach10.1653/024.098.0242 ↗
12. Garcia, F.R.M. (2024). A Multifaceted approach to domestic management of invasive fruit flies in the United States. Management of Fruit Flies in the Americas, Springer.10.1007/978-3-031-48608-1 ↗
13. California’s Insect Trapping Guide: Safeguarding a Multi-Billion-Dollar Agricultural Industry10.1093/ae/tmaa032 ↗
14. Bjeliš, M., Popović, L., Marušić, I., Gakić, S., Buljubašić, I., Ivanović, A., Arnaut, P., and Cardoso-Pereira, R. (2012, January 6–8). Suppression of Medfly by Sterile Insect Technique (SIT) in Neretva River Valley of Croatia. Proceedings of the Regional Symposium on the Management of Fruit Flies in Near East Countries, Hammamet, Tunisia.
15. Suppression of Mediterranean Fruit Fly by SIT over the 4000 ha of fruit orchards in Neretva River Valley
16. Plá, I., García de Oteyza, J., Tur, C., Martínez, M.Á., Laurín, M.C., Alonso, E., Martinez, M., Martin, A., Sanchis, R., and Navarro, M.C. (2021). Sterile Insect Technique programme against Mediterranean Fruit Fly in the Valencian Community (Spain). Insects, 12.10.3390/insects12050415 ↗
17. Sterile insect technique (sit) effectiveness to control Ceratitis capitata (Diptera: Tephritidae) and medfly catches in two mass trapping layouts10.1080/09670874.2022.2130468 ↗
18. Effectiveness of sterile insect technique for medfly (Ceratitis capitata, Wiedemann, 1824) control in citrus orchards of Moulouya perimeter North East of Morocco
19. Colacci, M., Tabilio, M.R., Lolletti, D., Ferrante, P., Ceccaroli, C., Bernabei, G., and Sciarretta, A. (2025). Spatio temporal association between sterile and wild males in a Ceratitis capitata SIT programme. Sci. Rep., 15.10.1038/s41598-025-04369-7 ↗
20. Charbonnel, E., Ouvrard, D., Benoit, L., and Chapuis, M.P. (2023, January 2–3). Identifying the specific status and geographical origin of European incursions of an invasive and cryptic pest. Proceedings of the ANSES Scientific and Doctoral Days, Maisons-Alfort, France.
21. Nugnes, F., Russo, E., Viggiani, G., and Bernardo, U. (2018). First record of an invasive fruit fly belonging to Bactrocera dorsalis complex (Diptera: Tephritidae) in Europe. Insects, 9.10.3390/insects9040182 ↗
22. The enemy is already inside! Bactrocera dorsalis is a serious threat to European orchards and crops10.1127/entomologia/2024/2613 ↗
23. Dyck, V.A., Hendrichs, J., and Robinson, A.S. (2021). Mathematical models for using Sterile Insects. Sterile Insect Technique, CRC Press. [2nd ed.].10.1201/9781003035572 ↗
24. PESTonFARM—stochastic model of on-farm insect behaviour and their response to IPM interventions10.1111/jen.12083 ↗
25. Lux, S.A. (2018). Individual-based modeling approach to assessment of the impacts of landscape complexity and climate on dispersion, detectability and fate of incipient Medfly populations. Front. Physiol., 8.10.3389/fphys.2017.01121 ↗
26. Colacci, M., Lux, S.A., and Sciarretta, A. (2024, January 1–5). Use of the PESTonFARM model for the management of Ceratitis capitata (Diptera: Tephritidae) populations. Proceedings of the Abstarct Book of the XX International Pant Protection Congress, Athens, Greece.
27. Lux, S.A., Wnuk, A., Vogt, H., Belien, T., Spornberger, A., and Studnicki, M. (2016). Validation of individual-based Markov-like stochastic process model of insect behavior and a “virtual farm” concept for enhancement of site-specific IPM. Front. Physiol., 7.10.3389/fphys.2016.00363 ↗
28. Release-Recapture of Sterile Male Mediterranean Fruit Flies (Diptera: Tephritidae) in Southern California
29. Comparison of Two Sterile Mediterranean Fruit Fly (Diptera: Tephritidae) Strains Released in California’s Preventative Release Program10.1603/0022-0493-95.5.936 ↗
30. Release-Recapture Test of Dispersal and Survival of Sterile Males on Ceratitis capitata (Diptera: Tephritidae)10.1007/s13744-020-00801-x ↗
31. Spatial patterns of sterile Mediterranean fruit fly dispersal10.1111/j.1570-7458.2011.01197.x ↗
32. Short- and long-range dispersal of medfly, Ceratitis capitata (Dipt., Tephritidae), and its invasive potential10.1111/j.1439-0418.2007.01168.x ↗
33. Field Dispersal and Survival of Sterile Medfly Males Aromatically Treated with Ginger Root Oil10.1603/EN08309 ↗
34. Analyses of the Dispersal of Sterile Mediterranean Fruit Flies (Diptera: Tephritidae) Released from Point Source10.1093/ee/20.6.1493 ↗
35. Mating Competitiveness of Sterile Male Mediterranean Fruit Flies (Diptera: Tephritidae) in Male-Only Releases10.1093/aesa/89.5.754 ↗
36. Lack of an irradiation effect on the mating performance of mass-reared males on the Mediterranean fruit fly10.1653/0015-4040(2005)88[547:LOAIEO]2.0.CO;2 ↗
37. Male sexual competitiveness of two Ceratitis capitata strains, tsl Vienna 8 and OX3864A transgenics, in field cage conditions10.1111/eea.12615 ↗
38. Long-term auto-matic trap data reveal factors affecting diurnal flight patterns of the Mediterranean Fruit fly10.1111/jen.12867 ↗
39. Overwintering of Ceratitis capitata (Diptera: Tephritidae) in Northern Greece10.1093/aesa/89.4.526 ↗
40. Physiology of mating behavior in Mediterranean fruit fly (Diptera: Tephritidae: Chemorecep- tion and male accessory gland fluids in female post-mating behavior10.1653/0015-4040(2002)085[0089:POMBIM]2.0.CO;2 ↗
41. Dumont, Y., and Oliva, C.F. (2024). On the impact of re-mating and residual fertility on the Sterile Insect Technique efficacy: Case study with the medfly, Ceratitis capitata. PLoS Comput. Biol., 20.10.1371/journal.pcbi.1012052 ↗
42. A conceptual model for assessing the minimum size area for an area-wide integrated pest management program10.1155/2011/409328 ↗
43. An agent-based model to simulate the boosted Sterile Insect Technique for fruit fly management10.1016/j.ecolmodel.2022.109951 ↗
44. An agent-based Simulation of extirpation of Ceratitis capitata applied to invasions in California10.1007/s10340-013-0513-y ↗
45. Barclay, H.L., Enkerlin, W.R., Manoukis, N.C., and Reyes-Flores, J. (2016). Guidelines for the Use of Mathematics in Operational Area-Wide Integrated Pest Management Programmes Using the Sterile Insect Technique with a Special Focus on Tephritid Fruit Flies, Food and Agriculture Organization of the United Nations.
46. Barclay, H.J., and Hendrichs, J. (2014). Modeling trapping of Fruit Flies for detection, suppression, or eradication. Trapping and the Detection, Control, and Regulation of Tephritid Fruit Flies, Springer.10.1007/978-94-017-9193-9_11 ↗
47. Factors affecting detection and trapping efficacy of Mediterranean fruit flies10.1002/ps.8723 ↗
48. Meats, A. (2014). Fruit fly detection programs: The potentials and limitations of trap arrays. Trapping and the Detection, Control, and Regulation of Tephritid Fruit Flies, Springer.10.1007/978-94-017-9193-9_8 ↗
49. Bjeliš, M., Tavra, I., Strikić, F., Stojić, M., and Nestel, D. (2022). Invasion of Ceratitis capitata W. (Diptera, Tephritidae) from coastal to inland areas of Dalmatia Region of Croatia: E-Traps as an improved detection tool. IOBC-WPRS Citrus Working Group Meeting, IOBC-Global.
50. Population dynamics of the Mediterranean Fruit Fly in Montenegro10.4137/IJIS.S12964 ↗
51. Seasonal and annual occurrence of the Mediterranean Fruit Fly (Diptera: Tephritidae) in Northern Greece10.1603/0013-8746(2001)094[0041:SAAOOT]2.0.CO;2 ↗
52. Effect of adult age, food, and time of day on sexual calling incidence of wild and mass-reared Ceratitis capitata males10.1046/j.1570-7458.1998.00397.x ↗
53. Colacci, M., Sciarretta, A., Lolletti, D., Bernabei, G., Moraiti, C.A., Papadogiorgou, G.D., Rodovitis, V.G., Papachristos, D.P., Milonas, P., and Antonatos, S. (2024). Naturally Abscised Fruitlets as a Potential Breeding Resource for Early Spring Buildup of Medfly Populations in Temperate Regions. Agronomy, 14.10.3390/agronomy14091882 ↗
54. Spatial autocorrelation analysis of a Ceratitis capitata (Diptera: Tephritidae) adult population in a mixed deciduous fruit orchard in Northern Greece10.1603/0046-225X-32.2.319 ↗
55. Szymańska, E.J., and Rysz, M. (2022). Determinants of changes in fruit production in farms in areas with a fragmented agrarian structure. Agriculture, 12.10.3390/agriculture12111767 ↗
56. Age Structure Changes and Extraordinary Lifespan in Wild Medfly Populations10.1111/j.1474-9726.2008.00390.x ↗
57. Seasonal trends in Ceratitis capitata reproductive potential derived from live-caught females in Greece10.1111/j.1570-7458.2011.01154.x ↗
58. Nestel, D., Katsoyannos, B., Nemny-Lavy, E., Mendel, Z., Papadopoulos, N., and Barnes, B.N. (2004, January 6–10). Spatial analysis of Medfly populations in heterogeneous landscapes. Proceedings of the 6th International Symposium on Fruit Flies of Economic Importance, Stellenbosch, South Africa.
59. Spatio-Temporal distribution of Ceratitis capitata population in a heterogeneous landscape in Central Italy10.1111/j.1439-0418.2010.01515.x ↗
60. Sciarretta, A., Tabilio, M.R., Lampazzi, E., Ceccaroli, C., Colacci, M., and Trematerra, P. (2018). Analysis of the Mediterranean Fruit Fly [Ceratitis capitata (Wiedemann)] Spatio-Temporal Distribution in Relation to Sex and Female Mating Status for Precision IPM. PLoS ONE, 13.10.1371/journal.pone.0195097 ↗
61. Relative importance of propagule size and propagule number for establishment of non-indigenous species: A stochastic simulation study10.3391/ai.2016.11.1.11 ↗
62. Eradication of Ceratitis capitata (Wiedemann) (Diptera: Tephritidae) in Carnarvon, Western Australia10.1111/j.1440-6055.1985.tb00228.x ↗