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Temporal-spatial variations and influencing factors of Lakes in inland arid areas from 2000 to 2017: a case study in Xinjiang

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Pages 519-543 | Received 27 Feb 2018, Accepted 08 Aug 2018, Published online: 10 Jan 2019

References

  • Asefa T, Kemblowski M, Lall U, et al. 2005. Support vector machines for nonlinear state space reconstruction: application to the Great Salt lake time series. Water Resour Res. 41(41):W12422.
  • Baban SMJ. 1999. Use of remote sensing and geographical information systems in developing lake management strategies. Hydrobiologia. 395–396(7):211–226.
  • Bai RD, Long-Hua HE, Jing-Lu WU. 2012. Analysis on recent change of water area of the main lakes in Xinjiang based on MODIS data. Arid Zone Res. 29(4):561–566.
  • Brereton RG, Lloyd GR. 2010. Support vector machines for classification and regression. Analyst. 135(2):230.
  • Chen Y, Zhi LI, Fan Y, et al. 2014. Research progress on the impact of climate change on water resources in the arid region of Northwest China. Acta Geogr Sin. 69(9):1295–1304.
  • Cui H, Zhou X, Guo M, Wei W. 2016. Land use change and its effects on water quality in typical inland lake of arid area in China. J Environ Biol. 37(4):603–609.
  • Dong Z, Lv P, Qian G, Xia X, Zhao Y, Mu G. 2012. Research progress in China's Lop Nur. Earth-Sci Rev. 111(1–2):142–153.
  • Du J-K, Feng X-Z, Wang Z-L, Huang Y-S, Ramadan E. 2002. The methods of extracting water information from spot image. Chin Geograph Sci. 12(1):68–72.
  • Gao H. 2011. The impact of human activities on the water-level changes of Bosten Lake. Int Conf Comput Distrib Control Intell Environ Monit. IEEE. 1879–1882.
  • George G. 2010. The impact of climate change on European lakes. The Netherlands: Springer.
  • Guirguis SK, Hassan HM, EL-Raey ME, Hussain MMA. 1996. Technical note multi-temporal change of lake Brullus, Egypt, from 1983 to 1991. Int J Remote Sens. 17(15):2915–2921.
  • Hao H, Ferguson DK, Chang H, Li C-S. 2012. Vegetation and climate of the Lop Nur area, China, during the past 7 million years. Clim Change. 113(2):323–338.
  • Harris AR, Mason IM. 1989. Lake area measurement using AVHRR: A case study. Int J Remote Sens. 10(4–5):885–895.
  • He Q. 2003. Analysis on the change of the water area of Ebinur, Bosten, and Aydingkol lakes in Xinjiang, China, by remote sensing climatology. Proc SPIE. 276–284.
  • Herlihy AT, Sobota JB, Mcdonnell TC, Sullivan TJ, Lehmann S, Tarquinio E. 2013. An a priori process for selecting candidate reference lakes for a national survey. Freshw Sci. 32(2):385–396.
  • Huang P, Gu C, Huang P. 1987. Preliminary study about the impact of dry up of Manasi Lake on Vegetation. Arid Land Geogr. 10(4):30–36.
  • Jeppesen E, Peder Jensen J, Søndergaard M, Lauridsen T, Landkildehus F. 2000. Trophic structure, species richness and biodiversity in Danish lakes: changes along a phosphorus gradient. Freshw Biol. 45(2):201–218.
  • Jie B, Xi C, Li J, Liao Y. 2011. Changes of inland Lake Aroa in arid Central Asia during 1975–2007: a remote-sensing analysis. J. Lake Sci. 23(1):80–88.
  • Kang S, Hong SY. 2016. Assessing seasonal and inter-annual variations of lake surface areas in Mongolia during 2000–2011 using minimum composite MODIS NDVI. Plos One. 11(3):e0151395.
  • Li Q, Lu L, Wang C, Li Y, Sui Y, Guo H. 2015. MODIS-derived spatiotemporal changes of major lake surface areas in arid Xinjiang, China, 2000–2014. Water. 7(10):5731–5751.
  • Liu Y, Li CZ, Liu ZH, Deng XY. 2016. Assessment of spatio-temporal variations in vegetation cover in Xinjiang from 1982 to 2013 based on GIMMS-NDVI. Acta Ecol Sin. 36(19):6198–6208.
  • Liu R, Liu Y, Zheng Z, Huang Y. 2006. Quantitative detection of Bosten lake area using NOAA/AVHRR Data. J Appl Meteorol Sci. 17:100–106.
  • Liu Z, Zhao J, Shi YF, et al. 2011. Analysis of the change of area and climate response of the main lakes in Xinjiang from 2000 to 2009 using MODIS data, .resources and environment. Arid Regions. 25(10):155–160.
  • Lu S, Ouyang N, Wu B, Wei Y, Tesemma Z. 2013. Lake water volume calculation with time series remote-sensing Images. Int J Remote Sens. 34(22):7962–7973.
  • Ma R, Duan H, Yang G, Jiang J. 2011. China's lakes at present: Number, area and spatial distribution. Sci China Earth Sci. 54(2):283–289.
  • Ma M, Wang X, Veroustraete F, Dong L. 2007. Change in area of Ebinur lake during the 1998–2005 period. Int J Remote Sens. 28(24):5523–5533.
  • Mcfeeters SK. 1996. The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features. Int J Remote Sens. 17(7):1425–1432.
  • Meyers PA, Ishiwatari R. 1993. Lacustrine organic geochemistry—an overview of indicators of organic matter sources and diagenesis in lake sediments. Org Geochem. 20(7):867–900.
  • Mooney HA, Duraiappah A, Larigauderie A. 2013. Evolution of natural and social science interactions in global change research programs. Proc Natl Acad Sci U S A. 110(Supplement_1):3665.
  • Moradi A, Metivier L, de Viron O, Calmant S, Mering C. 2014. Evaluation of MODIS data for improved monitoring of the Caspian Sea. Int J Remote Sens. 35(16):6060–6075.
  • Nguyen DD. 2012. Water body extraction from multi spectral image by spectral pattern analysis. Int Arch Photogramm Remote Sens Spatial Inf Sci. XXXIX-B8:181–186.
  • Piao S, Ciais P, Huang Y, Shen Z, Peng S, Li J, Zhou L, Liu H, Ma Y, Ding Y, et al. 2010. The impacts of climate change on water resources and agriculture in China. Nature. 467(7311):43.
  • Shi Y, Ren J. 1990. Glacier recession and lake shrinkage indicating a climatic warming and drying trend in Central Asia. Acta Geogr Sin. 14:261–265.
  • Si J, Feng Q, Yu T, Zhao C. 2015. Inland river terminal lake preservation: determining basin scale and the ecological water requirement. Environ Earth Sci. 73(7):3327–3334.
  • Sujay RN, Deka PC. 2014. Support vector machine applications in the field of hydrology: A review. Appl Soft Comput J. 19(6):372–386.
  • Wang SM. 1998. China lake Chi. Science Press. 129–143.
  • Wang X, Liu Q, Liu S, et al. 2016. Heterogeneity of glacial lake expansion and its contrasting signals with climate change in Tarim Basin, Central Asia. Environ Earth Sci. 75(8):696.
  • Wetzel RG. 2001. Lake and river ecosystems. Nature. 21(4):1–9.
  • Wong CP, Jiang B, Bohn TJ, Lee KN, Lettenmaier DP, Ma D, et al. 2017. Lake and wetland ecosystem services measuring water storage and local climate regulation. Water Resour Res. 53(4):3197–3223.
  • Wu S, Zhou B, Pan Y, et al. 2017. Change detection of lakes in Arid Central Asia base on Landsat images in recent 25 years. J Hangzhou Normal Univ. 2:237–332.
  • Xu H.-Q. 2005. A study on information extraction of water body with the modified normalized difference water index (MNDWI). J Remote Sens. 9(5):589–595.
  • Yao T, Chen F, Cui P, Ma Y, Xu B, Zhu L, Zhang F, Wang W, Ai L, Yang X. 2017. From Tibetan plateau to third pole and pan-third pole. Bull Chin Acad Sci. 32(09):924–931.
  • Zeng L, Schmitt M, Li L, Zhu XX. 2017. Analysing changes of the Poyang lake water area using Sentinel-1 synthetic aperture radar imagery. Int J Remote Sens. 38(23):7041–7069.
  • Zhang F, Tiyip T, Johnson VC. 2015. The influence of natural and human factors in the shrinking of the Ebinur Lake, Xinjiang, China, during the 1972–2013 period. Environ Monit Assess. 187(1):4128.
  • Zhang Z, Hu H, Tian F, Yao X, Sivapalan M. 2014. Groundwater dynamics under water saving irrigation and implications for sustainable water management in an Tarim River Basin of Western China. Hydrol Earth Syst Sci. 18(10):3951–3967.
  • Zhang Z, Liu Y-H. 2011. Study on extraction of water bodies based on TM imagery. Ground Water. 2:360–372.
  • Zhao M, Ren J, Ji L, Fu C, Li J, Zhou M. 2012. Parameter selection of support vector machines and genetic algorithm based on change area search. Neural Comput Appl. 21(1):1–8.
  • Zhao R, Chen Y, Shi P, Zhang L, Pan J, Zhao H. 2013. Land use and land cover change and driving mechanism in the arid inland river basin: a case study of Tarim River, Xinjiang, China. Environ Earth Sci. 68(2):591–604.