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Assessment of wetland fragmentation in the middle reaches of the Heihe River by the type change tracker model

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Abstract

The quantitative research of wetland landscape fragmentation in the middle reaches of the Heihe River is important for the wetland and oasis sustainable development in the Hexi Corridor. Based on the data of remote sensing and GIS, we constructed the type change tracker model with sliding window technique and spatially morphological rule. The suitable scale and optimum scale of the fragmentation model of wetland landscape in the middle reaches of the Heihe River were determined by the area frequency statistics method, Chi-square distribution normalized scale variance, fractal dimension and diversity index. By integrating type change tracker model and the optimum scale with GIS spatial analysis, the spatial distribution characteristics of wetland landscape fragmentation in different periods and the related spatial-temporal change process were clarified. The results showed that (1) the type change tracker model, which analyzes the spatial pattern of wetland fragmentation on the pixel level, is better than the traditional wetland fragmentation analysis on the landscape and patch levels; (2) The suitable scale for the wetland fragmentation ranged from 150 m×150 m to 450 m×450 m and the optimum scale was 250 m×250 m in the middle reaches of the Heihe River; and (3) In the past 35 years, the total wetland area decreased by 23.2% and the fragmentation of wetland markedly increased in the middle reaches of the Heihe River. The areas of core wetlands reduced by 12.8% and the areas of perforated, edge and patch wetlands increased by 0.8%, 3.1% and 8.9%, respectively. The process of wetland fragmentation in the research region showed the order of core wetland, perforated or edge wetland, patch wetland or non-wetland. The results of this study would provide a reference for the protection, utilization and restoration of limited wetland resources and for the sustainable development of the regional eco-environment in the Heihe River Basin.

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References

  • Chen Y, Zhang D Q, Sun Y B, et al. 2005. Water demand management: a case study of the Heihe River Basin in China. Physics and Chemistry of the Earth, Parts A/B/C, 30(6): 408–419.

    Article  Google Scholar 

  • Civco D L, Hurd J D, Wilson E H, et al. 2002. Quantifying and describing urbanizing landscapes in the northeast United States. Pho togrammetric Engineering and Remote Sensing, 68(10): 1083–1090.

    Google Scholar 

  • Costanza R, d’Arge R, de Groot R, et al. 1997. The value of the world’s ecosystem services and natural capital. Nature, 387: 253–259.

    Article  Google Scholar 

  • Deimeke E, Cohen M J, Reiss K C. 2013. Temporal stability of vegetation indicators of wetland condition. Ecological Indicators, 34: 69–75.

    Article  Google Scholar 

  • Desta H, Lemma B, Fetene A. 2012. Aspects of climate change and its associated impacts on wetland ecosystem functions-a review. Journal of American Science, 8(10): 582–596.

    Google Scholar 

  • Fang C L, Bao C, Huang J C. 2007. Management implications to water resources constraint force on socio-economic system in rapid urbanization: a case study of the Hexi Corridor, NW China. Water Resources Management, 21(9): 1613–1633.

    Article  Google Scholar 

  • Fleiss J L, Levin B, Paik M C. 2003. Statistical Methods for Rates and Proportions (3rd ed). New Jersey: John Wiley & Sons, 598–626.

    Book  Google Scholar 

  • Gibbes C, Southworth J, Keys E. 2009. Wetland conservation: change and fragmentation in Trinidad’s protected areas. Geoforum, 40(1): 91–104.

    Article  Google Scholar 

  • Herold M, Scepan J, Clarke K C. 2002. The use of remote sensing and landscape metrics to describe structures and changes in urban land uses. Environment and Planning A, 34(8): 1443–1458.

    Article  Google Scholar 

  • Jenkins G A, Greenway M, Polson C. 2012. The impact of water reuse on the hydrology and ecology of a constructed stormwater wetland and its catchment. Ecological Engineering, 47: 308–315.

    Article  Google Scholar 

  • Jiang P H, Zhao R F, Zhao H L, et al. 2013. Relationships of wetland landscape fragmentation with climate change in middle reaches of Heihe River, China. Chinese Journal of Applied Ecology, 24(6): 1661–1668. (in Chinese)

    Google Scholar 

  • Lasanta T, Vicente-Serrano S M. 2012. Complex land cover change processes in semiarid Mediterranean regions: an approach using landsat images in northeast Spain. Remote Sensing of Environment, 124: 1–14.

    Article  Google Scholar 

  • Lee P, Smyth C, Boutin S. 2004. Quantitative review of riparian buffer width guidelines from Canada and the United States. Journal of Environmental Management, 70(2): 165–180.

    Article  Google Scholar 

  • Li M S, Zhu Z, Vogelmann J E, et al. 2011. Characterizing fragmentation of the collective forests in southern China from multitemporal Landsat imagery: a case study from Kecheng district of Zhejiang province. Applied Geography, 31(3): 1026–1035.

    Article  Google Scholar 

  • Li S B, Zhao W Z. 2010. Landscape pattern changes of desert oasis wetlands in the middle reach of the Heihe River, China. Arid Land Research and Management, 24(3): 253–262.

    Article  Google Scholar 

  • Martínez-López J, Carreño M F, Martínez-Fernández J, et al. 2014. Wetland and landscape indices for assessing the condition of semiarid Mediterranean saline wetlands under agricultural hydrological pressures. Ecological Indicators, 36: 400–408.

    Article  Google Scholar 

  • Mereta S T, Boets P, Ambelu Bayih A, et al. 2012. Analysis of environmental factors determining the abundance and diversity of macroinvertebrate taxa in natural wetlands of Southwest Ethiopia. Ecological Informatics, 7(1): 52–61.

    Article  Google Scholar 

  • Miller S J, Wardrop D H. 2006. Adapting the floristic quality assessment index to indicate anthropogenic disturbance in central Pennsylvania wetlands. Ecological Indicators, 6(2): 313–326.

    Article  Google Scholar 

  • Mitsch W J, Bernal B, Nahlik A M, et al. 2013. Wetlands, carbon, and climate change. Landscape Ecology, 28(4): 583–597.

    Article  Google Scholar 

  • Moellering H, Tobler W. 1972. Geographical variances. Geographical Analysis, 4(1): 34–50.

    Article  Google Scholar 

  • Montgomery D R, Dietrich W E. 1992. Channel initiation and the problem of landscape scale. Science, 255(5046): 826–830.

    Article  Google Scholar 

  • Nabahungu N L, Visser S M. 2011. Contribution of wetland agriculture to farmers’ livelihood in Rwanda. Ecological Economics, 71: 4–12.

    Article  Google Scholar 

  • Nielsen E M, Prince S D, Koeln G T. 2008. Wetland change mapping for the US mid-Atlantic region using an outlier detection technique. Remote Sensing of Environment, 112(11): 4061–4074.

    Article  Google Scholar 

  • Niemi G J, McDonald M E. 2004. Application of ecological indicators. Annual Review of Ecology, Evolution, and Systematics, 35: 89–111.

    Article  Google Scholar 

  • Niu Z G, Zhang H Y, Wang X W, et al. 2012. Mapping wetland changes in China between 1978 and 2008. Chinese Science Bulletin, 57(22): 2813–2823.

    Article  Google Scholar 

  • Riitters K H, Wickham J D, O’Neill R V, et al. 2000. Global-scale patterns of forest fragmentation. Conservation Ecology, 4(2): 3.

    Google Scholar 

  • Riitters K H, Wickham J D, O’Neill R V, et al. 2002. Fragmentation of continental United States forests. Ecosystems, 5(8): 815–822.

    Article  Google Scholar 

  • Shalaby A, Tateishi R. 2007. Remote sensing and GIS for mapping and monitoring land cover and land-use changes in the Northwestern coastal zone of Egypt. Applied Geography, 27(1): 28–41.

    Article  Google Scholar 

  • Shen Z, Xie S Q, Pan C Y. 2008. Probabilities and Statistics. Beijing: Higher Education Press, 135–147. (in Chinese)

    Google Scholar 

  • Song C C, Wang L L, Guo Y D, et al. 2011. Impacts of natural wetland degradation on dissolved carbon dynamics in the Sanjiang Plain, Northeastern China. Journal of Hydrology, 398(1): 26–32.

    Article  Google Scholar 

  • Teferi E, Uhlenbrook S, Bewket W, et al. 2010. The use of remote sensing to quantify wetland loss in the Choke Mountain range, Upper Blue Nile basin, Ethiopia. Hydrology and Earth System Sciences Discussions, 7(4): 6243–6284.

    Article  Google Scholar 

  • Townshend J R G, Justice C O. 1990. The spatial variation of vegetation changes at very coarse scales. International Journal of Remote Sensing, 11(1): 149–157.

    Article  Google Scholar 

  • van Roon M R. 2012. Wetlands in The Netherlands and New Zealand: optimizing biodiversity and carbon sequestration during urbanization. Journal of Environmental Management, 101: 143–150.

    Article  Google Scholar 

  • Verones F, Saner D, Pfister S, et al. 2013. Effects of consumptive water use on biodiversity in wetlands of international importance. Environmental Science & Technology, 47(21): 12248–12257.

    Article  Google Scholar 

  • Vogt P, Riitters K, Estreguil C, et al. 2007. Mapping spatial patterns with morphological image processing. Landscape Ecology, 22(2): 171–177.

    Article  Google Scholar 

  • Vorpahl P, Moenickes S, Richter O. 2009. Modelling of spatio-temporal population dynamics of earthworms under wetland conditions-an integrated approach. Ecological Modelling, 220(24): 3647–3657.

    Article  Google Scholar 

  • Wade T G, Riitters K H, Wickham J D, et al. 2003. Distribution and causes of global forest fragmentation. Conservation Ecology, 7(2): 7.

    Google Scholar 

  • Wang Z N, Huang N, Luo L, et al. 2011. Shrinkage and fragmentation of marshes in the West Songnen Plain, China, from 1954 to 2008 and its possible causes. International Journal of Applied Earth Observation and Geoinformation, 13(3): 477–486.

    Article  Google Scholar 

  • Wen Q K, Zhang Z X, Xu J Y, et al. 2011. Spatial and temporal change of wetlands in Bohai rim during 2000–2008: an analysis based on sat ellite images. Journal of Remote Sensing, 15(1): 183–200. (in Chinese)

    Google Scholar 

  • Wilson E H, Sader S A. 2002. Detection of forest harvest type using multiple dates of Landsat TM imagery. Remote Sensing of Environment, 80(3): 385–396.

    Article  Google Scholar 

  • Wu J G, Shen W J, Sun W Z, et al. 2002. Empirical patterns of the effects of changing scale on landscape metrics. Landscape Ecology, 17(8): 761–782.

    Article  Google Scholar 

  • Yang M X, Nelson F E, Shiklomanov N I, et al. 2010. Permafrost degradation and its environmental effects on the Tibetan Plateau: A review of recent research. Earth-Science Reviews, 103(1): 31–44.

    Article  Google Scholar 

  • Young R G, Matthaei C D, Townsend C R. 2008. Organic matter breakdown and ecosystem metabolism: functional indicators for assessing river ecosystem health. Journal of the North American Benthological Society, 27(3): 605–625.

    Article  Google Scholar 

  • Yue T X, Liu J Y, Jøgensen S E, et al. 2003. Landscape change detection of the newly created wetland in Yellow River Delta. Ecological Modelling, 164(1): 21–31.

    Article  Google Scholar 

  • Zedler J B, Kercher S. 2005. Wetland resources: status, trends, ecosystem services, and restorability. Annual Review of Environment and Resources, 30: 39–74.

    Article  Google Scholar 

  • Zhang J, Zhou Y K, Li R Q, et al. 2010. Accuracy assessments and uncertainty analysis of spatially explicit modeling for land use/cover change and urbanization: A case in Beijing metropolitan area. Science China Earth Sciences, 53(2): 173–180. (in Chinese)

    Article  Google Scholar 

  • Zhang R Q, Zhai H Q, Tang C J, et al. 2009. Spatio-temporal location simulation of wetlands evolution of Yinchuan city based on Markov-CA model. WSEAS Transactions on Information Science and Applications, 6(7): 1145–1154.

    Google Scholar 

  • Zhang Y R, Gong Z N, Gong H L, et al. 2011. Investigating the dynamics of wetland landscape pattern in Beijing from 1984 to 2008. Journal of Geographical Sciences, 21(5): 845–858.

    Article  Google Scholar 

  • Zhao C Y, Nan Z R, Cheng G D. 2005. Methods for estimating irrigation needs of spring wheat in the middle Heihe basin, China. Agricultural Water Management, 75(1): 54–70.

    Article  Google Scholar 

  • Zhao J, Chen X, Bao A M, et al. 2009. A method for choice of optimum scale on land use monitoring in Tarim River Basin. Journal of Geographical Sciences, 19(3): 340–350.

    Article  Google Scholar 

  • Zhao R F, Chen Y N, Zhou H R, et al. 2009. Assessment of wetland fragmentation in the Tarim River Basin, western China. Environmental Geology, 57(2): 455–464.

    Article  Google Scholar 

  • Zheng Q H, Luo G P, Zhu L, et al. 2010. Prediction of landscape patterns in Ili River Delta based on CA-Markov model. Chinese Journal of Applied Ecology, 21(4): 873–882. (in Chinese)

    Google Scholar 

  • Zhou H R, Xiao D N, Zhou K F. 2006. Corridor effect of the spatial changes of landscape patterns in arid areas: a case study of the river corridor areas in the middle and lower reaches of Tarim River. Chinese Science Bulletin, 51(1): 82–91.

    Article  Google Scholar 

  • Zhu G F, Su Y H, Feng Q. 2008. The hydrochemical characteristics and evolution of groundwater and surface water in the Heihe River Basin, northwest China. Hydrogeology Journal, 16(1): 167–182.

    Article  Google Scholar 

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Zhao, R., Xie, Z., Zhang, L. et al. Assessment of wetland fragmentation in the middle reaches of the Heihe River by the type change tracker model. J. Arid Land 7, 177–188 (2015). https://doi.org/10.1007/s40333-014-0047-z

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