Biodiversity Science ›› 2018, Vol. 26 ›› Issue (7): 701-706.doi: 10.17520/biods.2018144

• Original Papers • Previous Article     Next Article

Distribution pattern and mechanism of insect species diversity in Inner Mongolia

Yu Zhang, Gang Feng*()   

  1. Ministry of Education Key Laboratory of Ecology and Resource Use of the Mongolian Plateau & Inner Mongolia Key Laboratory of Grassland Ecology, School of Ecology and Environment, Inner Mongolia University, Hohhot 010021
  • Received:2018-05-15 Accepted:2018-07-20 Online:2018-09-11
  • Feng Gang
  • About author:# Co-first authors

How species are distributed geographically and what drives these distributions remain core issues in macroecology and biogeography. Both regional and local scale factors such as temperature, precipitation, altitudinal range, habitat filtering, predation, competition and reciprocity affect the large-scale distribution pattern of insect species diversity. However, few studies have simultaneously discussed the effects of these multi-scale drivers on the geographical distribution of insect diversity. Using insect diversity data from 86 counties in Inner Mongolia Autonomous Region, we assessed the distribution patterns and main drivers of insect species diversity. We included mean annual temperature, mean annual precipitation, paleoclimate change, altitudinal range and plant diversity as predictors. Plant diversity and altitudinal range influenced insect diversity in Inner Mongolia while climatic factors had less influence. Our results show that interspecific relationships (food diversity) and habitat heterogeneity may play a crucial role in shaping distribution patterns of insect diversity in Inner Mongolia.

Key words: insect species diversity, habitat heterogeneity, interspecific interactions, climatic factor, altitudinal range, plant diversity

Fig. 1

Scatter plots of insect species diversity and the related variables. Anom MAP and Anom MAT are the change of MAP/MAT between LGM and contemporary time."

Table 1

Results of single-variable analysis by ordinary least squares (OLS) and simultaneous autoregressive (SAR) models"

coefOLS r2OLS coefSAR r2SAR
Mean annual temperature (MAT)
-0.22 0.04* -0.24 0.08**
Mean annual precipitation (MAP)
-0.06 0 -0.05 0
Anom MAT
0.17 0.02 0.2 0.06**
Anom MAP
-0.24 0.04* -0.23 0.07*
Plant diversity
0.35 0.16** 0.36 0.13**
Altitudinal range
0.42 0.11** 0.41 0.18**

Fig. 2

Four combinations of variables most associated with insect species diversity obtained from the random forest model. Group 1 are Anom MAP and Plant diversity, Group 2 are Anom MAP, Altitudinal range and Plant diversity, Group 3 are MAT, Anom MAP, Altitudinal range and Plant diversity, Group 4 are MAP, Anom MAP, Altitudinal range and Plant diversity. Anom MAP is the change of MAP between LGM and contemporary time."

[1] Aranda R, Graciolli G (2015) Spatial temporal distribution of the Hymenoptera in the Brazilian Savanna and the effects of habitat heterogeneity on these patterns. Journal of Insect Conservation, 19, 1173-1187.
[2] Araújo MB, Rozenfeld A (2014) The geographic scaling of biotic interactions. Ecography, 37, 406-415.
[3] Basset Y, Cizek L, Cuénoud P, Didham RK, Guilhaumon F, Missa O, Novotny V, Ødegaard F, Roslin T, Schmidl J, Tishechkin AK, Winchester NN, Roubik DW, Aberlenc HP, Bail J, Barrios H, Bridle JR, Castaño-Meneses G, Corbara B, Curletti G, da Rocha WD, Bakker DD, Delabie JH, Dejean A, Fagan LL, Floren A, Kitching RL, Medianero E, Miller SE, de Orivel EJ, Pollet M, Rapp M, Ribeiro SP, Roisin Y, Schmidt JB, Sørensen L, Leponce M (2012) Arthropod diversity in a tropical forest. Science, 338, 1481-1484.
[4] Boyer SL, Markle TM, Baker CM, Luxbacher AM, Kozak KH (2016) Historical refugia have shaped biogeographical patterns of species richness and phylogenetic diversity in mite harvestmen (Arachnida, Opiliones, Cyphophthalmi) endemic to the Australian Wet Tropics. Journal of Biogeography, 43, 1400-1411.
[5] Breiman L (2001) Random forests. Machine Learning, 45, 5-32.
[6] Brown JH (2014) Why are there so many species in the tropics? Journal of Biogeography, 41, 8-22.
[7] Currie DJ (1991) Energy and large scale patterns of animal and plant species richness. The American Naturalist, 137, 27-49.
[8] Diniz-Filho JAF, Marco PD, Hawkins BA (2010) Defying the curse of ignorance: Perspectives in insect macroecology and conservation biogeography. Insect Conservation and Diversity, 3, 172-179.
[9] Fine P (2015) Ecological and evolutionary drivers of geographic variation in species diversity. Annual Review of Ecology, Evolution, and Systematics, 46, 369-392.
[10] Gebeyehu S, Samways MJ (2006) Topographic heterogeneity plays a crucial role for grasshopper diversity in a Southern African megabiodiversity hotspot. Biodiversity and Conservation, 15, 231-244.
[11] Harrison S, Cornell H (2008) Toward a better understanding of the regional causes of local community richness. Ecology Letters, 11, 969-979.
[12] Hasumi H, Emori S (2004) K-1 Coupled Model (MIROC) description. K-1 Technical Report No.1. Center for Climate System Research, University of Tokyo, Tokyo.
[13] Hawkins BA (2001) Ecology’s oldest pattern? Trends in Ecology and Evolution, 16, 470.
[14] Hijmans RJ, Cameron SE, Parra JL, Jones PG, Jarvis A (2005) Very high resolution interpolated climate surfaces for global land areas. International Journal of Climatology, 25, 1965-1978.
[15] Liang CX, Feng G, Si XF, Mao LF, Yang GS, Svenning J-C, Yang J (2018) Bird species richness is associated with phylogenetic relatedness, plant species richness, and altitudinal range in Inner Mongolia. Ecology and Evolution, 8, 53-58.
[16] Marini L, Fontana P, Battisti A, Gaston KJ (2010) Agricultural management, vegetation traits and landscape drive orthopteran and butterfly diversity in a grassland-forest mosaic: A multi-scale approach. Insect Conservation and Diversity, 2, 213-220.
[17] Marini L, Paolo F, Sebastian K, Andrea B, Kevin G (2009) Impact of farm size and topography on plant and insect diversity of managed grasslands in the Alps. Biological Conservation, 142, 394-403.
[18] Misof B, Liu SL, Meusemann K, Peters RS, Donath A, Mayer C, Frandsen PB, Ware J, Flouri T, Beutel RJ, Niehuis O, Petersen M, Izquierdo-Carrasco F, Wappler T, Rust J, Aberer AJ, Aspöck U, Aspöck H, Bartel D, Blanke A, Berger S, Böhm A, Buckley TR, Calcott B, Chen JQ, Friedrich F, Fukui M, Fujita M, Greve C, Grobe P, Gu SC, Huang Y, Jermiin LS, Kawahara AY, Krogmann L, Kubiak M, Lanfear R, Letsch H, Li YY, Li ZY, Li JG, Lu HR, Machida R, Mashimo Y, Kapli P, McKenna DD, Meng GL, Nakagaki Y, Navarrete-Heredia JL, Ott M, Ou YX, Pass G, Podsiadlowski L, Poh H, von Reumont BM, Schütte K, Sekiya K, Shimizu S, Slipinski A, Stamatakis A, Song WH, Su X, Szucsich NU, Tan MH, Tan XM, Tang M, Tang JB, Timelthaler G, Tomizuka S, Trautwein M, Tong XL, Uchifune T, Walzl MG, Wiegmann BM, Wilbrandt J, Wipfler B, Wong TKF, Wu Q, Wu GX, Xie YL, Yang SZ, Yang Q, Yeates DK, Yoshizawa K, Zhang Q, Zhang R, Zhang WW, Zhang YH, Zhao J, Zhou CR, Zhou LL, Ziesmann T, Zou SJ, Li YR, Xu X, Zhang Y, Yang HM, Wang J, Wang J, Kjer KM, Zhou X (2014) Phylogenomics resolves the timing and pattern of insect evolution. Science, 346, 763-767.
[19] Nonnaizab(1999) Insects of Inner Mongolia, China. Inner Mongolia People’s Publishing House, Hohhot. (in Chinese)
[能乃扎布 (1999) 内蒙古昆虫. 内蒙古人民出版社, 呼和浩特.]
[20] O’Brien EM (1998) Water-energy dynamics, climate, and prediction of woody plant species richness: An interim general model. Journal of Biogeography, 25, 379-398.
[21] O’Brien EM, Field R, Whittaker RJ (2000) Climatic gradients in woody plant (tree and shrub) diversity: water-energy dynamics, residual variation, and topography. Oikos, 89, 588-600.
[22] Otto-Bliesner B, Brady E, Clauzet G, Thomas R, Levis S, Kothavala Z (2006) Last Glacial Maximum and Holocene Climate in CCSM3. Journal of Climate, 19, 2526-2544.
[23] Price PW (1991) The plant vigor hypothesis and herbivore attack. Oikos, 62, 244-251.
[24] Qu YH, Song G, Gao B, Quan Q, Ericson PGP, Lei FM (2015) The influence of geological events on the endemism of East Asian birds studied through comparative phylogeography. Journal of Biogeography, 42, 179-192.
[25] Sandel B, Arge L, Dalsgaard B, Davies RG, Gaston KJ, Sutherland WJ, Svenning J-C (2011) The influence of Late Quaternary climate change velocity on species endemism. Science, 334, 660-664.
[26] Schuldt A, Baruffol M, Böhnke M, Bruelheide H, Hädtle W, Lang AC, Nadrowski K, von Oheimb G, Voigt W, Zhou HZ, Assmann T (2010) Tree diversity promotes insect herbivory in subtropical forests of south-east China. Journal of Ecology, 98, 917-926.
[27] Shen MW, Chen SB, Bi MJ, Chen WD, Zhou KX (2016) Relationships between geographic patterns of ant species richness and environmental factors in China. Acta Ecologica Sinica, 36, 7732-7739. (in Chinese with English abstract)
[沈梦伟, 陈圣宾, 毕孟杰, 陈文德, 周可新 (2016) 中国蚂蚁丰富度地理分布格局及其与环境因子的关系. 生态学报, 36, 7732-7739.]
[28] Stein A, Gerstner K, Kreft H (2014) Environmental heterogeneity as a universal driver of species richness across taxa, biomes and spatial scales. Ecology Letters, 17, 866-880.
[29] Svenning J-C, Eiserhardt WL, Normand S, Ordonez A, Sandel B (2015) The influence of Paleoclimate on present day patterns in biodiversity and ecosystems. Annual Review of Ecology, Evolution, and Systematics, 46, 551-572.
[30] Tews J, Brose U, Grimm V, Tielbörger K, Wichmann MC, Schwager M, Jeltsch F (2004) Animal species diversity driven by habitat heterogeneity/diversity: The importance of keystone structures. Journal of Biogeography, 31, 79-92.
[31] Thomas CD, Bulman CR, Wilson RJ (2008) Where within a geographical range do species survive best? A matter of scale. Insect Conservation and Diversity, 1, 2-8.
[32] Wenninger EJ, Inouye RS (2008) Insect community response to plant diversity and productivity in a sagebrush steppe ecosystem. Journal of Arid Environments, 72, 24-33.
[33] Wisz MS, Pottier J, Kissling WD, Pellissier L, Lenoir J, Damgaard CF, Dormann CF, Forchhammer MC, Grytnes J-A, Guisan A, Heikkinen RK, Høye TT, Kühn I, Luoto M, Maiorano L, Nilsson M-C, Normand S, Öckinger E, Schmidt NM, Termansen M, Timmermann A, Wardle DA, Aastrup P, Svenning J-C (2013) The role of biotic interactions in shaping distributions and realised assemblages of species: Implications for species distribution modelling. Biological Reviews, 88, 15-30.
[34] Xu RG (2007) Fauna Inner Mongolia. III. Inner Mongolia University Press, Hohhot. (in Chinese)
[旭日干 (2007) 内蒙古动物志. III. 内蒙古大学出版社, 呼和浩特.]
[35] Xu RG (2015)Fauna Inner Mongolia. IV. Inner Mongolia University Press, Hohhot. (in Chinese)
[旭日干 (2015) 内蒙古动物志. IV. 内蒙古大学出版社, 呼和浩特.]
[36] Xu RG (2016a) Fauna Inner Mongolia. V. Inner Mongolia University Press, Hohhot. (in Chinese)
[旭日干 (2016a) 内蒙古动物志. V. 内蒙古大学出版社, 呼和浩特.]
[37] Xu RG (2016b) Fauna Inner Mongolia. VI. Inner Mongolia University Press, Hohhot. (in Chinese)
[旭日干 (2016b) 内蒙古动物志. VI. 内蒙古大学出版社, 呼和浩特.]
[38] Zhang K, Lin SL, Ji YQ, Yang CX, Wang XY, Yang CY, Wang HS, Jiang HD, Harrison RD, Yu DW (2016) Plant diversity accurately predicts insect diversity in two tropical landscapes. Molecular Ecology, 25, 4407-4419.
[39] Zhao YZ, Zhao LQ (2014) Key to the Vascular Plants of Inner Mongolia. Science Press, Beijing. (in Chinese)
[赵一之, 赵利清 (2014) 内蒙古维管植物检索表. 科学出版社, 北京.]
[40] Zhu H, Peng YY, Wang DL (2008) Effects of plant on insect diversity: A review. Chinese Journal of Ecology, 27, 2215-2221.
(in Chinese with English abstract) [朱慧, 彭媛媛, 王德利 (2008) 植物对昆虫多样性的影响. 生态学杂志, 27, 2215-2221.]
[41] Zobel M (1997) The relative role of species pools in determining plant species richness: An alternative explanation of species coexistence? Trends in Ecology and Evolution, 12, 266-269.
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