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New occurrence and potential distribution of Anastrepha zacharyi (Diptera: Tephritidae) in the Eastern Amazon

Abstract

The species Anastrepha zacharyi Norrbom has recently been recorded in the Amazon, however the species is subsampling in the biome. In this research, we report a new occurrence of A. zacharyi in the state of Pará and, through climate suitability modelling, present new possible distribution areas of the species in the Brazilian eastern Amazon.

Keywords:
Habitat; Insect pest; Modeling; Fruit fly

Fruit flies (Diptera: Tephritidae) are among the main challenges for world fruit production (Araujo et al., 2018Araujo, M. R., Uramoto, K., Ferreira, E. N. L., Mesquita Filho, W., Walder, J. M. M., Savaris, M., Zucchi, R. A., 2018. Fruit fly (Diptera: Tephritidae) diversity and host relationships in diverse environments estimated with two sampling methods. Environ. Entomol. 48, 227-233.), as the larvae of some species damage the quality of fruits, making their in natura commercialization unfeasible. In Brazil, among the economically important fruit flies, the genus Anastrepha Schiner stands out for the largest number of species potentially harmful to national fruit production (Zucchi and Moraes 2008Zucchi, R. A., Moraes, R. C. B., 2008. Fruit flies in Brazil - Anastrepha species their host plants and parasitoids. Available in: www.lea.esalq.usp.br/anastrepha/ (accessed 17 September 2018).
www.lea.esalq.usp.br/anastrepha/...
). Due to the economic importance of the genus Anastrepha, many studies have been conducted in Brazil aiming mainly map its distribution, as well as the trophic relationship of these tephritids (Araujo et al., 2018Araujo, M. R., Uramoto, K., Ferreira, E. N. L., Mesquita Filho, W., Walder, J. M. M., Savaris, M., Zucchi, R. A., 2018. Fruit fly (Diptera: Tephritidae) diversity and host relationships in diverse environments estimated with two sampling methods. Environ. Entomol. 48, 227-233.; Silva et al., 2018Silva, A. T., Silva, A., Santos, R. S., Sousa, M. D. S. M., Adaime, R., 2018. Levantamento de moscas frugívoras em dois municípios doestado do Acre, Brasil. Biotemas 31, 25-31.; Sousa et al., 2017Sousa, M. M., Martins, D. C., Fernandes, E. C., Ferreira, A. D. L., Araujo, E. L., 2017. Fruit flies (Diptera: Tephritidae) and their hosts in the municipality of Quixeré, state of Ceará, Brazil. Rev. Verde Agroecol. Desenvolv. Sustent. 12, 530-534.). However, despite the efforts of different research teams, some fruit fly species, such as Anastrepha zacharyi Norrbom, 2015 still lack basic ecological information.

In Brazil, A. zacharyi has been reported only in the state of Amapá (Adaime et al., 2016Adaime, R., Jesus-Barros, C. R., Uramoto, K., Norrbom, A. L., Zucchi, R. A., 2016. First Record of Anastrepha zacharyi Norrbom (Diptera, Tephritidae) in Brazil, and notes on its host plant and parasitoid. Proc. Entomol. Soc. Wash. 118, 636-640.) and, from its recent description (Norrbom et al., 2015Norrbom, A. L., Rodriguez, E. J., Steck, G. J., Sutton, B. A., Nolazco, N., 2015. New species and host plants of Anastrepha (Diptera: Tephritidae) primarily from Peru and Bolivia. Zootaxa 4041, 1-94.), little is known about its distribution and economic importance for fruit crops in the Amazon region. Therefore, this study expands the occurrence of A. zacharyi in the Brazilian Amazon and presents a Habitat Suitability Model (HSM) for this species, aiming to scientifically support future field research.

Between March 2017 and October 2018, a series of fruit fly collections (Diptera: Tephritidae) was carried out in Cametá, Pará, Brazil, aiming to increase the knowledge of the community of these insects in the region. To capture the insects, 30 McPhail traps were used, each one supplied with 400 mL of 5% hydrolyzed protein as attractive food and were distributed in urban, agricultural, and forest-fragment areas. Traps were examined and replenished weekly, and captured adult fruit flies were properly sexed, labeled, and packaged in vials with 70% ethanol. Subsequently, the specimens were sent to the Instituto Biológico (IB) in the state of São Paulo, where they were identified and deposited in the institution’s collection. HSM was performed using the biomod2 package (Thuiller et al., 2009Thuiller, W., Lafourcade, B., Engler, R., Araújo, M. B., 2009. BIOMOD – A platform for ensemble forecasting of species distributions. Ecography 32, 369-373.), through the R (R Core Team) software. The known occurrence points of A. zacharyi (Adaime et al., 2016Adaime, R., Jesus-Barros, C. R., Uramoto, K., Norrbom, A. L., Zucchi, R. A., 2016. First Record of Anastrepha zacharyi Norrbom (Diptera, Tephritidae) in Brazil, and notes on its host plant and parasitoid. Proc. Entomol. Soc. Wash. 118, 636-640.; Norrbom et al., 2015Norrbom, A. L., Rodriguez, E. J., Steck, G. J., Sutton, B. A., Nolazco, N., 2015. New species and host plants of Anastrepha (Diptera: Tephritidae) primarily from Peru and Bolivia. Zootaxa 4041, 1-94.) were used, including the new point recorded in this study (N = 11).

Three pseudo-absence databases were defined containing 10 times the number of presences. Predictor variables were climate layers with the lowest autocorrelation: temperature seasonality (Bio4), annual temperature variation (Bio7), average temperature in the wettest trimester (Bio8), average temperature in the driest trimester (Bio9), precipitation seasonality (Bio15), precipitation in the wettest trimester (Bio16), precipitation in the driest trimester (Bio17), precipitation in the hottest trimester (Bio18), precipitation in the coldest trimester (Bio19), and altitude, provided by WorldClim (http://worldclim.org) at a resolution of ~1 km. For construction of the models, we used the algorithms GLM, MAXENT, RF, FDA, and ANN.

For each algorithm, 10 runs were performed; in each run, 80% of the data were used for calibration and 20% for testing. The quality of the models was evaluated by the TSS index (Allouche et al., 2006Allouche, O., Tsoar, A., Kadmon, R., 2006. Assessing the accuracy of species distribution models: Prevalence, kappa and the true skill statistic (TSS). J. Appl. Ecol. 43, 1223-1232.), which was also used for the binarization process (transformation of presence-absence maps) and construction of the consensus map by the committee averaging method (Thuiller et al., 2009Thuiller, W., Lafourcade, B., Engler, R., Araújo, M. B., 2009. BIOMOD – A platform for ensemble forecasting of species distributions. Ecography 32, 369-373.).

Morphological identification of Anastrepha zacharyi

The total number of Anastrepha females trapped during the study period was 923, with one specimen identified as A. zaccharyi, which belongs to the fraterculus group and has the following morphological characteristics: specimens with the aculeus measuring 2.16-2.56 mm in length with apex gradually narrowing in triangular, serrated form (tip 0.20-0.27 mm long and 0.16-0.19 mm wide) (Figure 1A) and wings with all bands (costal, S, and inverted V), which may present the apex of the V-band linked or not to the S-band (Figure 1B) (Norrbom et al., 2015Norrbom, A. L., Rodriguez, E. J., Steck, G. J., Sutton, B. A., Nolazco, N., 2015. New species and host plants of Anastrepha (Diptera: Tephritidae) primarily from Peru and Bolivia. Zootaxa 4041, 1-94.).

Figure 1
Adults of Anastrepha zacharyi. A. Detail of the aculeus. B. Wing region, frotal view.

Therefore, this is the first record of occurrence of this species in the state of Pará, which expands to 29 the number of fruit fly species of the genus Anastrepha, known to occur in the region. However, we believe that other species have not yet been reported or described, possibly because the region has extensive areas with difficult-to-reach vegetation, which makes monitoring of these tephritids difficult.

Potential distribution of Anastrepha zacharyi

Regarding HSM, our results presented high TSS values ​​(0.96), indicating accuracy of the models. The projections of the consensus map revealed a larger area of ​​highly suitable habitats (suitability > 0.8) for A. zacharyi located throughout the eastern portion of Amapá state, the Marajó archipelago mesoregion (including the northern end of the Xingú-Tocantins interfluvium), in addition to three isolated areas – one located northwest of Maranhão, one in the mesoregion of the city of Belém and northeast of the Pará state, and one between the states of Pará and Amazonas (Figure 2).

Figure 2
Potential distribution of Anastrepha zacharyi from Habitat Suitability Modeling plus its occurrence points (Literature Records =●); (New Record = ▲).

Based on HSM, eastern Amazonia was the region most likely to have suitable habitats for A. zacharyi (Figure 2). However, due to the reduced number of recorded occurrence points of the species, it is possible that some locations of the Amazon region have been underestimated, which makes us believe that with the addition of new occurrence points of the species, the models will be improved and new areas may present good environmental suitability for A. zacharyi occurrence (Syfert et al., 2014Syfert, M. M., Joppa, L., Smith, M. J., Coomes, D. A., Bachman, S. P., Brummitt, N. A., 2014. Using species distribution models to inform IUCN Red List assessments. Biol. Conserv. 177, 174-184.). As the type locality of the species is Peru, is possible that the distributional pattern of it is continuous of Peru through the Amazon including the western Amazon rainforest.

We recommend, therefore, the intensification of field studies in areas that present high environmental suitability for A. zacharyi, aiming to broaden the knowledge of its bioecology and the enhancement of the models of species occurrence. Our results contribute to the development of knowledge about the diversity of fruit flies in the Brazilian Amazon and reinforces that A. zacharyi, under current climatic conditions, is predisposed to inhabit the eastern Amazon.

ARTICLE INFO

Article history:

Received 08 September 2019

Accepted 27 December 2019

Available online 17 February 2020

Acknowledgements

We thank the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) for granting the PhD scholarship to the first author, which enabled the development of his thesis, of which this work is part. We also thank professors Antonio Rodrigues Fernandes and Rafael Coelho Ribeiro for their support in the development of this research.

References

  • Adaime, R., Jesus-Barros, C. R., Uramoto, K., Norrbom, A. L., Zucchi, R. A., 2016. First Record of Anastrepha zacharyi Norrbom (Diptera, Tephritidae) in Brazil, and notes on its host plant and parasitoid. Proc. Entomol. Soc. Wash. 118, 636-640.
  • Allouche, O., Tsoar, A., Kadmon, R., 2006. Assessing the accuracy of species distribution models: Prevalence, kappa and the true skill statistic (TSS). J. Appl. Ecol. 43, 1223-1232.
  • Araujo, M. R., Uramoto, K., Ferreira, E. N. L., Mesquita Filho, W., Walder, J. M. M., Savaris, M., Zucchi, R. A., 2018. Fruit fly (Diptera: Tephritidae) diversity and host relationships in diverse environments estimated with two sampling methods. Environ. Entomol. 48, 227-233.
  • Norrbom, A. L., Rodriguez, E. J., Steck, G. J., Sutton, B. A., Nolazco, N., 2015. New species and host plants of Anastrepha (Diptera: Tephritidae) primarily from Peru and Bolivia. Zootaxa 4041, 1-94.
  • Silva, A. T., Silva, A., Santos, R. S., Sousa, M. D. S. M., Adaime, R., 2018. Levantamento de moscas frugívoras em dois municípios doestado do Acre, Brasil. Biotemas 31, 25-31.
  • Sousa, M. M., Martins, D. C., Fernandes, E. C., Ferreira, A. D. L., Araujo, E. L., 2017. Fruit flies (Diptera: Tephritidae) and their hosts in the municipality of Quixeré, state of Ceará, Brazil. Rev. Verde Agroecol. Desenvolv. Sustent. 12, 530-534.
  • Syfert, M. M., Joppa, L., Smith, M. J., Coomes, D. A., Bachman, S. P., Brummitt, N. A., 2014. Using species distribution models to inform IUCN Red List assessments. Biol. Conserv. 177, 174-184.
  • Thuiller, W., Lafourcade, B., Engler, R., Araújo, M. B., 2009. BIOMOD – A platform for ensemble forecasting of species distributions. Ecography 32, 369-373.
  • Zucchi, R. A., Moraes, R. C. B., 2008. Fruit flies in Brazil - Anastrepha species their host plants and parasitoids. Available in: www.lea.esalq.usp.br/anastrepha/ (accessed 17 September 2018).
    » www.lea.esalq.usp.br/anastrepha/

Edited by

Associate Editor: Sarah Oliveira

Publication Dates

  • Publication in this collection
    17 Feb 2020
  • Date of issue
    2020

History

  • Received
    08 Sept 2019
  • Accepted
    27 Dec 2019
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