DOI QR코드

DOI QR Code

Study of Population Dynamics of Birds Using Unmanned Monitoring System in Rice Paddy

무인모니터링 시스템을 활용한 논습지에 도래하는 조류 개체군 동태 연구

  • 남형규 (농촌진흥청 국립농업과학원) ;
  • 김명현 (농촌진흥청 국립농업과학원) ;
  • 권순익 (농촌진흥청 국립농업과학원) ;
  • 어진우 (농촌진흥청 국립농업과학원) ;
  • 송영주 (농촌진흥청 국립농업과학원)
  • Received : 2018.03.21
  • Accepted : 2018.05.02
  • Published : 2018.05.31

Abstract

This study was conducted to identify the characteristics of bird population dynamics using unmanned monitoring system in rice paddy. We compared the similarity of population dynamics of birds between unmanned monitoring system and field survey, and evaluated the spatial and temporal patterns of population dynamics of birds using the unmanned monitoring system. The monitoring using the system was conducted from January 1, 2014 to December 31, 2016 in Cheolwon, Dangjin, Buan, and Heanam. The images from the system were obtained at 10-min intervals from 6:00 to 20:00. The field survey was conducted once a month in Dangjin from January to December 2016. Total 91,980 images were obtained from the unmanned monitoring system. We extracted the number of individuals for herons, shorebirds, and waterfowl from the images. The population dynamics of waterbirds using the unmanned monitoring system were similar to that in field survey. Especially, population dynamics of herons was more similar than other waterbirds. It was identified that the population dynamics of herons using the unmanned monitoring system was different among the Cheolwon, Dangjin, Buan, and Heanam. Furthermore, the unmanned monitoring system was available on various time scale such as month, day, and minute. It is expected that long-term data storage using the unmanned monitoring system can be used to identify in detail and forecast the population dynamics of birds in rice paddy.

본 연구는 무인모니터링 시스템을 활용하여 논에 도래하는 조류의 현황과 개체군 변동 특성을 확인하기 위해 수행되었다. 무인모니터링 시스템을 이용한 조사와 전문가에 의한 현장 조사를 비교하여 개체군 변동 특성의 유사성을 파악하였고, 무인모니터링 시스템 조사를 통해 확인된 조류의 개체군 변동을 시공간적으로 평가하였다. 무인모니터링 시스템을 활용한 조사는 철원, 당진, 부안, 해남 4곳에서 2014년 1월 1일부터 2016년 12월 31일까지 06:00부터 20:00까지 14시간 동안 10분 단위로 촬영하였다. 전문가에 의한 현장 조사는 2016년 1월부터 12월까지 당진에서 월 1회 수행되었다. 무인모니터링 시스템을 활용하여 조사기간 동안 한 대의 무인모니터링 시스템에서 총 91,980장의 이미지를 획득하였다. 획득한 이미지 자료를 분석하여 백로류, 도요물떼새류, 오리기러기류의 동정 및 개체군 변동을 확인하였다. 무인모니터링 시스템과 현장 조사를 비교해보면 수조류 군집 변동 패턴이 현장 조사 결과와 유사한 것을 확인 할 수 있었다. 특히 백로류의 개체군 변동의 유사성이 가장 높게 나타났다. 무인모니터링 시스템을 이용하여 지역별 백로류의 개체군 변동 특성을 확인한 결과 지역에 따라 개체군 변동 특성이 다르게 나타나는 것을 확인할 수 있었다. 또한 무인모니터링 시스템은 월 단위, 일 단위, 분 단위와 같이 다양한 시간 스케일에서 개체군 변동 특성을 확인 할 수 있는 장점을 가지는 것으로 나타났다. 무인모니터링 시스템을 이용한 장기적인 자료 축적은 논습지를 활용하는 수조류 군집의 세부적인 장기변동 특성뿐만 아니라 미래 예측에도 유용하게 이용될 것으로 기대된다.

Keywords

References

  1. Chamberlain, DE, Fuller, RJ, Bunce, RGH, Duckworth, JC and Shrubb, M (2000). Changes in the abundance of farmland birds in relation to the timing of agricultural intensification in England and Wales, J. of Applied Ecology, 37(5), pp. 771-788. https://doi.org/10.1046/j.1365-2664.2000.00548.x
  2. Choi, YS, Kim, SS and Yoo, JC (2010). Feeding activity of cattle egrets and intermediate egrets at different stages of rice culture in Korea, J. Ecology and Field Biology, 33(2), pp. 149-155. https://doi.org/10.5141/JEFB.2010.33.2.149
  3. Choi, YS, Kwon, IK and Yoo, JC (2007). Foraging habitat preferences of herons and egret, J. Ecology and Field Biology, 30(3), pp. 237-244.
  4. Crick, HQ (2004). The impact of climate change on birds, Ibis, 146(1), pp. 48-56. https://doi.org/10.1111/j.1474-919X. 2004.00327.x
  5. Dinata, Y, Nugroho, A, Haidir, IA and Linkie, M (2008). Camera trapping rare and threatened avifauna in west- central Sumatra, Bird Conservation International, 18(1), pp. 30-37. https://doi.org/10.1017/S0959270908000051
  6. Elphick, CS and Oring, LW (2003). Conservation implications of flooding rice fields on winter waterbird communities, Agriculture, Ecosystems & Environment, 94(1), pp. 17-29. https://doi.org/10.1016/S0167-8809(02)00022-1
  7. Fasola, M and Barbieri, F (1978). Factors affecting the distribution of heronries in northern Italy, Ibis, 120(4), pp. 537-540. https://doi.org/10.1111/j.1474-919X.1978.tb06823.x
  8. Fasola, M and Ruiz, X (1996). The value of rice fields as substitutes for natural wetlands for waterbirds in the Mediterranean region, Colonial waterbirds, 19(1), pp. 122-128. https://doi.org/10.2307/1521955
  9. Fujioka, M, Armacost, JW, Toshida, H and Maeda, T (2001). Value of fallow farmlands as summer habitats for waterbirds in a Japanese rural area, Ecological Research, 16(3), pp. 555-567. https://doi.org/10.1046/j.1440- 1703.2001.00417.x
  10. Gauthreaux, SA and Livingston JW (2006). Monitoring bird migration with a fixed-beam radar and a thermal-imaging camera, J of Field Ornithology, 77(3), pp. 319-328. https://doi.org/10.1111/j.1557-9263.2006.00060.x
  11. Han, MS, Nam, HK, Kang, KK, Kim, M, Na, YE, Kim, HR and Kim, MH (2013). Characteristics of benthic invertebrates in organic and conventional paddy field, Korean J. of Environmental Agriculture, 32(1), pp. 17-23. [Korean Literature] https://doi.org/10.5338/KJEA.2013.32.1.17
  12. Kang, TH, Yoo, SH, Yu, JP, Lee, HS and Kim IK (2011). A study on the community of wintering waterbirds in Saemangeum, Korean J. of Environment and Ecology, 25(1), pp. 81-90. [Korean Literature]
  13. Kim, CG (2003). Strategies and directions for developing sustainable agriculture in Korea, J. of Environmental Policy, 2(2), pp. 17-41. [Korean Literature]
  14. Kim, HC and Yoo, JC (1997). Wintering waterbirds at Dongjin river estuary, Bulletin of Korea Institute of Ornithology, 6(1), pp. 47-53. [Korean Literature]
  15. Kim, MR, Nam, HK, Kim, MH, Cho, KJ, Kang, KK and Na, YE (2013). Status of birds using a rice paddy in South Korea, Korean J of Environmental Agriculture, 32(2), pp. 155-165. [Korean Literature] https://doi.org/10.5338/ KJEA.2013.32.2.155
  16. Kwon, YS, Nam, HK, Yoo, JC and Park, YS (2007). Distribution patterns of wintering waterbird communities in urban streams in Seou, Korea, Korean J. of Environment and Ecology, 21(1), pp. 55-66. [Korean Literature]
  17. Lourenço, PM and Piersma, T (2008). Stopover ecology of Black-tailed Godwits Limosa limosa limosa in Portuguese rice fields: a guide on where to feed in winter, Bird study, 55(2), pp. 194-202. https://doi.org/10.1080/0006365 0809461522
  18. Maeda, T (2001). Patterns of bird abundance and habitat use in rice fields of the Kanto Plain, central Japan, Ecological Research, 16(3), pp. 569-585. https://doi.org/10.1046/j. 1440-1703.2001.00418.x
  19. Margalida, A, Ecolan, S, Boudet, J, Bertran, J, Martinez, J and Heredia, R (2006). A solar-powered transmitting video camera for monitoring cliff-nesting raptors, J of Field Ornithology, 77(1), pp. 7-12. https://doi.org/10.1111/ j.1557-9263.2006.00007.x
  20. Nam, HK, Choi, SH, Choi, YS and Yoo, JC (2012). Patterns of waterbirds abundance and habitat use in rice fields, Korean J. of Environmental Agriculture, 31(4), pp. 359-367. [Korean Literature] https://doi.org/10.5338/ KJEA.2012.31.4.359
  21. Nam, HK, Choi, SH, Choi, YS and Yoo, JC (2015). Distribution of waterbirds in rice fields and their use of foraging habitats, Korean J. of Environmental Agriculture, 38(2), pp. 173-183. [Korean Literature] https://doi.org/10.1675/ 063.038.0206
  22. Nam, HK, Kim, MR, Choi, G, Jang, D, Choi, SH, Cho, KJ, Choe, LJ, Na, YE and Kim, MH (2016). Influence of pesticide use on distribution of waterbirds in rice fields at mid-western part of South Korea, Korean J of Environmental Biology, 34(4), pp. 361-364. [Korean Literature] https://doi. org/10.11626/KJEB.2016.34.4.361
  23. National Institute of Environmental Research (NIER). (2012). Egret and herons in Korea, National Institute of Environmental Research, 41pp. [Korean Literature]
  24. O'Brien, TG and Kinnaird, MF (2008). A picture is worth a thousand words: the application of camera trapping to the study of birds, Bird Conservation International, 18(S), pp. 114-162. https://doi.org/10.1017/S0959270908000348
  25. Park, BK, Han, BH, Lee, KJ, Kwak, JI and Im SS (2013). A study on the biotope structure of wintering place and behavior characteristics of Anser fabalis in Cheongna Area, Incheon Free Economic Zone, Korea, Korean J. of Environment and Ecology, 27(3), pp. 305-315. [Korean Literature]
  26. Park, YW, Lee, HG and Choi, JK (2017). A study on the population fluctuation of wintering waterbirds on Wonju-Stream by the temperature, Korean J. of Environment and Ecology, 31(2), pp. 135-151. [Korean Literature] https://doi.org/10.13047/KJEE.2017.31.2.135
  27. R Development Core Team. 2017. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. Available at http://www.R-project.org. accessed 1 May 2018.
  28. Sanchez-Guzman, JM, Moran, R, Masero, JA, Corbacho, C, Costillo, E, Villegas, A and Santiago-Quesada, F (2007). Identifying new buffer areas for conserving waterbirds in the Mediterranean basin: the importance of the rice fields in Extremadura, Spain, Biodiversity and Conservation, 16(12), pp. 3333-3344. https://doi.org/10.1007/s10531- 006-9018-9
  29. Sarda-Palomera, F, Bota, G, Vinolo, G, Pallares, O, Sazatornil, V, Brotons, L, Gomariz, S and Sarda, F (2012). Fine-scale bird monitoring from light unmanned aircraft systems, Ibis, 154(1), pp. 177-183. https://doi.org/10.1111/j.1474- 919X.2011.01177.x
  30. Shuford, WD, Humphrey, JM and Nur, N (2001). Breeding status of the Black Tern in California, Western Birds, 32(4), pp. 189-217.
  31. Stafford, JD, Kaminski, RM and Reineche, KJ (2010). Avian foods, foraging and habitat conservation in world rice fields, Waterbirds, 33(1), pp. 133-150. https://doi.org/ 10.1675/063.033.s110
  32. Toral, GM, Aragones, D, Bustamante, J and Figuerola, J (2011). Using landsat images to map habitat availability for waterbirds in rice fields, Ibis, 153(4), pp. 684-694. https://doi.org/10.1111/j.1474-919X.2011.01147.x
  33. Yoo, SH, Kim, IK, Kang, TH, Yu, JP, Lee, SW and Lee, HS (2008). Wintering bird community in Cheonsu Bay and the relationship with food resources, Korean J. of Environment and Ecology, 22(3), pp. 301-308. [Korean Literature]
  34. Yoo, SH, Kim, JB and Kim IK (2008). Distribution aspect and seasonal distribution change of the wintering geese in Cheonsu Bay, Korean J. of Environment and Ecology, 22(6), pp. 632-639. [Korean Literature]