Analysis and Prediction for Spatial Distribution of Functional Feeding Groups of Aquatic Insects in the Geum River

作者: Ki-Dong Kim , Young-Jun Park , Sang-Ho Nam

DOI: 10.11108/KAGIS.2012.15.1.099

关键词: River continuum conceptHydrologyElevationAquatic ecosystemGeumSpatial distributionMean squared errorBiotaInvertebrateGeography

摘要: The aim of this study is to define a correlation between spatial distribution characteristics FFG(Functional Feeding Groups) aquatic insects and related environmental factors in the Geum River based on theory RCC(River Continuum Concept). For that objective we had used SMRA(Stepwise Multiple Regression Analysis) method analyze close relationship physical chemical may affect their inhabiting environment area. And then, probabilistic named Frequency Ratio Model(FRM) analysis function GIS were applied produce predictive map biota community considering according as variables. As result SMRA, values decision coefficient for elevation, stream width, flow velocity, conductivity, temperature percentage sand showed higher than 0.5. Therefore these 6 considered major might insects. Finally, calculated RMSE(Root Mean Square Error) predicted prior survey database from other researches verify study. RMSE 0.1892 0.4242 each FFG so could find out high reliability results be develop new estimation ecosystem with macro invertebrate also preliminary data conservation restoration habitats.

参考文章(16)
Young-Jun Park, Young-Ho Cho, Yong-Gu Han, Hong-Sik Oh, Oh-Seok Kwon, Sang-Ho Nam, Fauna of Macroinvertebrates and Composition of Functional Feeding Groups about the Aquatic Insects to Microhabitats from the Geum River, Korea Journal of Ecology and Environment. ,vol. 29, pp. 415- 424 ,(2006) , 10.5141/JEFB.2006.29.5.415
Jong-Kuk Choi, Hyun-Joo Oh, Bon Joo Koo, Saro Lee, Joo-Hyung Ryu, Macrobenthos habitat mapping in a tidal flat using remotely sensed data and a GIS-based probabilistic model. Marine Pollution Bulletin. ,vol. 62, pp. 564- 572 ,(2011) , 10.1016/J.MARPOLBUL.2010.11.028
John W. Fulton, Chad R. Wagner, Megan E. Rogers, Gregory F. Zimmerman, Hydraulic modeling of mussel habitat at a bridge-replacement site, Allegheny River, Pennsylvania, USA Ecological Modelling. ,vol. 221, pp. 540- 554 ,(2010) , 10.1016/J.ECOLMODEL.2009.10.019
Jerry L. Wilhm, Biological Parameters for Water Quality Criteria BioScience. ,vol. 18, pp. 477- 481 ,(1968) , 10.2307/1294272
Kalle Remm, Case-based predictions for species and habitat mapping Ecological Modelling. ,vol. 177, pp. 259- 281 ,(2004) , 10.1016/J.ECOLMODEL.2004.03.004
Rasmus Halfdan Jørgensen, Johannes Kollmann, Invasion of coastal dunes by the alien shrub Rosa rugosa is associated with roads, tracks and houses Flora. ,vol. 204, pp. 289- 297 ,(2009) , 10.1016/J.FLORA.2008.03.002
Jong-Kuk Choi, Hyun-Joo Oh, Bon Joo Koo, Joo-Hyung Ryu, Saro Lee, Crustacean habitat potential mapping in a tidal flat using remote sensing and GIS Ecological Modelling. ,vol. 222, pp. 1522- 1533 ,(2011) , 10.1016/J.ECOLMODEL.2010.12.008
Daniela Ottaviani, Giovanna Jona Lasinio, Luigi Boitani, Two statistical methods to validate habitat suitability models using presence-only data Ecological Modelling. ,vol. 179, pp. 417- 443 ,(2004) , 10.1016/J.ECOLMODEL.2004.05.016
Kenneth W. Cummins, Trophic Relations of Aquatic Insects Annual Review of Entomology. ,vol. 18, pp. 183- 206 ,(1973) , 10.1146/ANNUREV.EN.18.010173.001151
Kenneth W. Cummins, Structure and Function of Stream Ecosystems BioScience. ,vol. 24, pp. 631- 641 ,(1974) , 10.2307/1296676