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Construction of a GeogDetector-based model system to indicate the potential occurrence of grasshoppers in Inner Mongolia steppe habitats

  • J. Shen (a1), N. Zhang (a1) (a2), Gexigeduren (a3), B. He (a3), C.-Y. Liu (a1), Y. Li (a1), H.-Y. Zhang (a1), X.-Y. Chen (a1) and H. Lin (a4)...


Grasshopper plagues have seriously disturbed grassland ecosystems in Inner Mongolia, China. The accurate prediction of grasshopper infestations and control of grasshopper plagues have become urgent needs. We sampled 234, 342, 335, and 369 plots in Xianghuangqi County of Xilingol League in 2010, 2011, 2012, and 2013, respectively, and measured the density of the most dominant grasshopper species, Oedaleus decorus asiaticus, and the latitude, longitude, and associated relatively stable habitat factors at each plot. We used Excel–GeogDetector software to explore the effects of individual habitat factors and the two-factor interactions on grasshopper density. We estimated the membership of each grasshopper density rank and determined the weights of each habitat category. These results were used to construct a model system evaluating grasshopper habitat suitability. The results showed that our evaluation system was reliable and the fuzzy evaluation scores of grasshopper habitat suitability were good indicators of potential occurrence of grasshoppers. The effects of the two-factor interactions on grasshopper density were greater than the effects of any individual factors. O. d. asiaticus was most likely to be found at elevations of 1300–1400 m, flat terrain or slopes of 4–6°, typical chestnut soil with 70–80% sand content in the top 5 cm of soil, and medium-coverage grassland. The species preferred temperate bunchgrass steppe dominated by Stipa krylovii and Cleistogenes squarrosa. These findings may be used to improve models to predict grasshopper occurrence and to develop management guidelines to control grasshopper plagues by changing habitats.


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Badenhausser, I. & Cordeau, S. (2012) Sown grass strip – a stable habitat for grasshoppers (Orthoptera: Acrididae) in dynamic agricultural landscapes. Agriculture, Ecosystems and Environment 159, 105111.
Bazelet, C.S. & Samways, M.J. (2011 a) Grasshopper assemblage response to conservation ecological networks in a timber plantation matrix. Agriculture, Ecosystems and Environment 144(1), 124129.
Bazelet, C.S. & Samways, M.J. (2011 b) Identifying grasshopper bioindicators for habitat quality assessment of ecological networks. Ecological Indicators 11(5), 12591269.
Buse, J. & Griebeler, E.M. (2011) Incorporating classified dispersal assumptions in predictive distribution models – a case study with grasshoppers and bush-crickets. Ecological Modelling 222(13), 21302141.
Cease, A.J., Elser, J.J., Ford, C.F., Hao, S., Kang, L. & Harrison, J.F. (2012) Heavy livestock grazing promotes locust outbreaks by lowering plant nitrogen content. Science 335(6067), 467469.
Chen, G.P., Hao, S.G., Pang, B.P. & Kang, L. (2009) Effect of photoperiod on the development, survival, eclosion and reproduction of 4th instar nymph of three grasshopper species in Inner Mongolia. Chinese Bulletin of Entomology 46(1), 5156 (in Chinese).
Chen, Y.L. (2007) Ecological Management of Main Grasshoppers and Grasshopper Plagues in China. Beijing, Science Press (in Chinese).
Crous, C.J., Samways, M.J., Pryke, J.S., Stewart, A. & Bezemer, M. (2014) Grasshopper assemblage response to surface rockiness in Afro-montane grasslands. Insect Conservation and Diversity 7(2), 185194.
Deng, X., Li, J.M., Zeng, H.J., Chen, J.Y. & Zhao, J.F. (2012) Research on computation methods of AHP weight vector and its applications. Mathematics in Practice and Theory 42(7), 93100 (in Chinese).
Ebeling, A., Allan, E., Heimann, J., Köhler, G., Scherer-Lorenzen, M., Vogel, A., Weigelt, A. & Weisser, W.W. (2013) The impact of plant diversity and fertilization on fitness of a generalist grasshopper. Basic and Applied Ecology 14(3), 246254.
Edwards, R.L. & Epp, H.T. (1965) The influence of soil moisture and soil type on the oviposition behaviour of the migratory grasshopper, Melanoplus Sanguinipes (Fabricius). Canadian Entomologist 97(4), 401407.
Hernández-Zul, M.I., Quijano-Carranza, J.A., Yáñez-López, R., Ocampo-Velázquez, R.V., Torres-Pacheco, I., Guevara-González, R.G. & Castro-Ramírez, A.E. (2013) Dynamic simulation model of central American locust Schistocerca piceifrons (Orthoptera: Acrididae). Florida Entomologist 96(4), 12741283.
Hu, Y., Wang, J.F., Li, X.H., Ren, D. & Zhu, J. (2011) Geographical detector-based risk assessment of the under-five mortality in the 2008 Wenchuan earthquake, China. PLoS ONE 6(6), e21427.
Jaroshenko, P.D. (1961) Geobotanika. Akad. Nauk USSR. Moscow, Leningrad (in Russian).
Kang, L. (1997) Changes of grasshopper communities in response to livestock grazing in grasslands. pp. 4361 in Inner Mongolia Grassland Ecosystem Research Station of Chinese Academy of Sciences (Ed.) Research on Grassland Ecosystem (No.5). Beijing, Science Press (in Chinese).
Kang, L., Li, H.C. & Chen, Y.L. (1989) Studies on the relationships between distribution of Orthopterans and vegetation types in the Xilin River Basin district, Inner Mongolia Autonomous Region. Acta Phytoecologica et Geobotanica Sinica 13(4), 341349 (in Chinese).
Li, J. (2009) The enterprise value evaluation based on fuzzy theory and AHP. Journal of Liaoning University of Technology (Social Science Edition) 11(1), 3336 (in Chinese).
Liu, J.P., Xi, R.H. & Chen, Y.L. (1984) Preliminary study on grasshopper oviposition selection. Entomological Knowledge 21(5), 204207 (in Chinese).
Lu, H., Han, J.G. & Zhang, Z.H. (2008) Study on the relationship between plant diversity and grasshopper population in the steppe of Xilingol League. Grasslland and Turf 3, 2125 (in Chinese).
Ni, S.X. (2002) Monitoring and Predicting Grasshopper Infestations in the Regions Around Qinghai Lake by Remote Sensing. Shanghai, Shanghai Science and Technology Press (in Chinese).
Ni, S.X., Jiang, J.J., Wang, J.C., Gong, A.Q., Wang, W.J. & Voss, F. (2000) Environmental conditions affecting grasshopper epidemic in the region around Qinghai Lake. Acta Prataculturae Sinica 9(1), 4347 (in Chinese).
Ni, S.X., Wang, J.C., Jiang, J.J. & Zha, Y. (2007) Rangeland grasshoppers in relation to soils in the Qinghai Lake Region, China. Pedosphere 17(1), 8489.
O'Neill, K.M., Olson, B.E., Rolston, M.G., Wallander, R., Larson, D.P. & Seibert, C.E. (2003) Effects of livestock grazing on rangeland grasshopper (Orthoptera: Acrididae) abundance. Agriculture, Ecosystems and Environment 97(1–3), 5164.
Rourke, B.C. (2000) Geographic and altitudinal variation in water balance and metabolic rate in a California grasshopper, Melanoplus sanguinipes . Journal of Experimental Biology 203(17), 26992712.
Sirin, D., Eren, O. & Çıplak, B. (2010) Grasshopper diversity and abundance in relation to elevation and vegetation from a snapshot in Mediterranean Anatolia: role of latitudinal position in altitudinal differences. Journal of Natural History 44(21–22), 13431363.
Thomas, J.M., Wotherspoon, S. & Raymond, B. (2012) A constable comprehensive evaluation of model uncertainty in qualitative network analyses. Ecological Monographs 82(4), 505519.
Torrusio, S., Cigliano, M.M. & de Wysiecki, M.L. (2002) Grasshopper (Orthoptera: Acrididae) and plant community relationships in the Argentine pampas. Journal of Biogeography 29, 221229.
VanDyke, K.A., Latchininsky, A.V. & Schell, S.P. (2009) Importance of ecological scale in montane grasshopper (Orthoptera: Acrididae) species structure in similar habitat between differing soil textures and dominant vegetative canopy coverage. Journal of Orthoptera Research 18(2), 215223.
Wang, J.C. & Ni, S.X. (2003) Spatial distribution of grasshoppers in the region around Qinghai Lake. Environmental Science and Technology 26(2), 3537 (in Chinese).
Wang, J.F. & Hu, Y. (2012) Environmental health risk detection with GeogDetector. Environmental Modelling and Software 33, 114115.
Wang, J.F., Liao, Y.L. & Liu, X. (2010) Analysis Tutorial of Spatial Data. pp. 5055. Beijing, Science Press (in Chinese).
Yang, T.T., Wu, X.H., Yao, G.Z., Wang, Q.J., Li, P. & Shi, T. (2009) The study on ecological benefit of desertification control project based on TM Image: take enclosure project in 2004 as an example. Research of Soil and Water Conservation 16(1), 204207 (in Chinese).
Zhang, H.Y., Zhang, N. & Chen, X.Y. (2012) An evaluation of potential occurrence of grasshopper plague in Xianghuangqi grasslands of Inner Mongolia, North China. Chinese Journal of Applied Ecology 23(1), 222234 (in Chinese).
Zhao, C.Z., Zhou, W., Wang, K.M., Shi, F.X. & Gao, F.Y. (2011) The CAA analysis between grasshopper and plant community in upper reaches of Heihe River. Acta Ecologica Sinica 31(12), 33843390 (in Chinese).
Zhou, W., Wang, K., Zhao, C. & Zhang, Q. (2012) Analysis of spatial pattern among grasshopper and vegetation in Heihe based on GIS. Physics Procedia 33, 12611268.


Construction of a GeogDetector-based model system to indicate the potential occurrence of grasshoppers in Inner Mongolia steppe habitats

  • J. Shen (a1), N. Zhang (a1) (a2), Gexigeduren (a3), B. He (a3), C.-Y. Liu (a1), Y. Li (a1), H.-Y. Zhang (a1), X.-Y. Chen (a1) and H. Lin (a4)...


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