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http://dx.doi.org/10.13087/kosert.2017.20.3.55

Habitat Analysis Study of Honeybees(Apis mellifera) in Urban Area Using Species Distribution Modeling - Focused on Cheonan -  

Kim, Whee-Moon (Graduate School of Dankook University)
Song, Won-Kyong (Dept. of Green & Landscape Architecture, Dankook University)
Kim, Seoung-Yeal (Dept. of Green & Landscape Architecture, Dankook University)
Hyung, Eun-Jeong (Dept. of Green & Landscape Architecture, Dankook University)
Lee, Seung-Hyun (Dept. of Green & Landscape Architecture, Dankook University)
Publication Information
Journal of the Korean Society of Environmental Restoration Technology / v.20, no.3, 2017 , pp. 55-64 More about this Journal
Abstract
The problem of the population number of honeybees that is decreasing not only domestically but also globally, has a great influence on human beings and the entire ecosystem. The habitat of honeybees is recognized to be superior in urban environment rather than rural environment, and predicting for habitat assessment and conservation is necessary. Based on this, we targeted Cheonan City and neighboring administrative areas where the distribution of agricultural areas, urban areas, and forest areas is displayed equally. In order to predict the habitat preferred by honeybees, we apply the Maxent model what based on the presence information of the species. We also selected 10 environmental variables expected to influence honeybees habitat environment through literature survey. As a result of constructing the species distribution model using the Maxent model, 71.7% of the training data were shown on the AUC(Area Under Cover) basis, and it was be confirmed with an area of 20.73% in the whole target area, based on the 50% probability of presence of honeybees. It was confirmed that the contribution of the variable has influence on land covering, distance from the forest, altitude, aspect. Based on this, the possibility of honeybee's habitat characteristics were confirmed to be higher in wetland environment, in agricultural land, close to forest and lower elevation, southeast and west. The prediction of these habitat environments has significance as a lead research that presents the habitat of honeybees with high conservation value of ecosystems in terms of urban space, and it will be useful for future urban park planning and conservation area selection.
Keywords
Maxent(Maximum Entropy Model); GIS(Geographic Information System); NDVI(Normalized Difference Vegetation Index); Land Cover; Urban Beekeeping;
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Times Cited By KSCI : 6  (Citation Analysis)
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1 Rebecca, T..F. Jeremie.A. John.E. Katherine and L. Daniel. 2011. A comparison of bee communities of Chicago green roofs, parks and prairies. Landscape and Urban Planning. 103: 102-108.   DOI
2 Seo, C. W..Y. R. Park and Y. S. Choi. 2008. Comparison of Species Distribution Models According to Location Data. The Korean Society for Geospatial Information Science. 16(4): 59-64. (in Korean with English abstract)
3 Shon, K. R..J. H. Kim.K. S. Chu and J. W. Lee 2015. Monitoring of Sacbrood virus from Korean native honeybees in Jeonbuk province, Korea. Korean J Vet Serv. 38(1): 57-59. (in Korean)   DOI
4 Song, W. K. 2015. Habitat Analysis of Hyla suweonensis in the Breeding Season Using Species Distribution Modeling. J. Korean Env. Res. Tech. 18(1): 71-82. (in Korean with English abstract)
5 Steven, J.P Robert.E. Robert 2006. Maximum entropy modeling of species geographic distributions. Ecological Modelling. 190(3-4): 231-259.   DOI
6 Weronika, B..R. Halina and D. Lukasz. 2016. Features of urban green space favourable for large and diverse beepopulations (Hymenoptera: Apoidea: Apiformes). Urban Forestry & Urban Greening. 20: 448-452.   DOI
7 You, Y. H. 2016. Bees, Human survival report. Seoul news. March 4, 2016. (in Korean)
8 FAO. 2004. Conservation and Management of Pollinators for Sustainable Agriculture, through an Ecosystem Approach. 7(2): 1-4.
9 Choi, G. C. 2006. The social of bees pollen mediation. Korea beekeeping bulletin. (309): 19-21. (in Korean)
10 Chung, N. K..I. S. Hwang.S. G. Park and G. U. Jeong. 2011. Survey of beekeeper's consciousness for diagnosis and treatment on disease of honey-bees. Korean J Vet Serv. 34(1): 81-86. (in Korean with English abstract)   DOI
11 Damon, M. Hall.R. Gerardo.K. Rebecca.O. Jeff.A. Karin.A. Mike.S. John.C. Katherine.F. Robert.F. Gordon.G. Dave.G. Bengt.E. Mick.I. Janet.L. Gail.L. David.S. Emily.M. Stacy.G. Simon.H. Muzafar.M. Edward.N. Graham and G. Caragh. 2016. The city as a refuge for insect pollinators. Conservation Biology. 31(1): 24-29.   DOI
12 Dianan and Jay. 2011. CRC Press. Honey Bee Colony Health: Challenges and Sustainable Solutions. 238-240.
13 Faith, K. 2014. Obama announces plan to save honey bees. CNN Politics. June 23, 2014.
14 Jill and Barry. 2016. Greenleaf Publishing. The Business of Bees: An Integrated Approach to Bee Decline and Corporate Responsibility. 111-113.
15 Giorgio and Bettina. 2003. Honey bees as bioindicators of environmental pollution. Bulletin of Insectology. 56(1): 137-139.
16 Hevia, T..J. Bosch.F. M. Azcarate.E. Fernandez.A. Rodrigo.H. Barril-Graells and J. A. Gonzalez. 2016. Agriculture, Ecosystems and Environment. 232: 336-344.   DOI
17 Jeroen, E..W. Michael.G. Bernd and F. Carsten. 2011. Microsite conditions dominate habitat selection of the red mason bee (Osmia bicornis, Hymenoptera: Megachilidae) in an urban environment: A case study from Leipzig, Germany. Landscape and Urban Planning. 103: 15-23.   DOI
18 Joseph, S..P. Joshua.S. Lisa.L. Carmelle.I. Harold and G. Terry. 2016. Sampling bee communities using pan traps alternative methods increase sample size. J Insect Conserv. 20(5): 919-922.   DOI
19 Kim, J. R. 2016. Bees and people living in the city 'Beekeeping'. The Science Times. May 5, 2016. (in Korean)
20 Kim, J. Y..C. W. Seo.H. S. Kwon.J. E. Ryu and M. J. Kim. 2012. A Study on the Species Distribution Modeling using National Ecosystem Survey Data. Environmental Impact Assessment. 21(9): 593-607. (in Korean)
21 Kim, Y. J..J. H. Kim.Y. H. Oh.S. J. Lee.S. G. Song.E. Y. Joung.S. J. Lee.S. J Lee and B. C. Moon. 2016. Prevalence of honeybee (Apis mellifera) disease in Daejeon. Korean J Vet Serv. 39(4): 253-258. (in Korean with English abstract)   DOI
22 Lecocq, A..P. Kryger.F. Vejsnaes and A. Jensen 2015. Weight Watching and the Effect of Landscape on Honeybee Colony Productivity: Investigating the Value of Colony Weight Monitoring for the Beekeeping Industry. PLOS ONE DOI:10.1371/journal.pone.0132473. July 6, 2015.   DOI
23 Makori, D. M..A. T. Fombong.E. M. Abdel-Rahman.K. Nkoba.J. Ongus.G. Mosomtai.S. Makau.O. Mutanga.J. Odindi.S. Raina and T. Landmann. 2017. Predicting spatial distribution of key honeybee pests in Kenya using remotely sensed and bioclimatic variables: Key honeybee pests distribution models. ISPRS Int. J. Geo-Inf. 6(3): 66   DOI
24 Lee, S. B..H. J. Yoon.S. W. Kang.J. S. Kwon and K. K. Park. 2014. Comparison of strawberry pollen mediated activities by the number of Western species bees. 52(2): 134-141. (in Korean)
25 Leong, M and G. K. Roderick. 2015. Remote sensing captures varying temporal patterns of vegetation between human-altered and natural landscapes. PeerJ Inc. (8): e1141.
26 Lisa, M. and K. Mary. 2014. Among the colony: Ethnographic fieldwork, urban bees and intra-species mindfulness. Ethnography. 15(4): 51-539.   DOI
27 Mihaill, G..S. Roger and L. W. Francis. 2015. Eating locally: dance decoding demonstrates that urban honey bees in Brighton, UK, forage mainly in the surrounding urban area. Urban Ecosyst. 18(2): 411-418.   DOI
28 Noah. 2013. Bee Sanctuary: A Nonprofit Sponsorship Program. Urban Beekeeping Laboratory.
29 Phal, M..H. Zhu.J. Tautz and S. Zhang. 2011. Large Scale Homing in Honeybees. PLoS ONE 6(5): e19669.   DOI
30 Phillips, S. J...R. P. Anderson and R. E. Schapire. 2006. Maximum entropy modeling of species geographic distributions. Ecological Modelling 190: 231-259.   DOI
31 Rachael, W. 2010. The conservation and restoration of wild bees. Ann. N.Y. Acad. Sci. ISSN 0077-8923. 1195: 169-197.   DOI
32 Lee, M. R. 2008. Characteristics of CCD and domestic situation. Korea beekeeping bulletin. 331: 16-17. (in Korean)