Construction of lake bathymetry from MODIS satellite data and GIS from 2003 to 2011

Yi Yan; Fei Xiao; Yun Du

doi:10.1007/s00343-014-3185-4

Your Location：

Home >

Browse articles >

Construction of lake bathymetry from MODIS satellite data and GIS from 2003 to 2011

OriginalPaper | Updated：2023-05-16

- Construction of lake bathymetry from MODIS satellite data and GIS from 2003 to 2011
- Construction of lake bathymetry from MODIS satellite data and GIS from 2003 to 2011
- 海洋湖沼学报（英文） 2014年32卷第3期页码：720-731
- Affiliations：
  
  1. University of Chinese Academy of Sciences
  2. Institute of Geodesy and Geophysics Chinese Academy of Sciences Key Laboratory for Environment and Disaster Monitoring and Evaluation
- Author bio：
- Funds：
  
  Supported by the National Basic Research Program of China (973 Program) (No. 2012CB417001) and the National Natural Science Foundation of China (No. 41271125)
- DOI：10.1007/s00343-014-3185-4
  中图分类号：
- 网络首发：2014-05-04，
  
  纸质出版：2014
- Accepted：
Scan QR Code
Construction of lake bathymetry from MODIS satellite data and GIS from 2003 to 2011[J]. 海洋湖沼学报（英文）, 2014,32(3):720-731.

Yan, Y., Xiao, F. & Du, Y. Construction of lake bathymetry from MODIS satellite data and GIS from 2003 to 2011., Chin. J. Ocean. Limnol. 32, 720–731 (2014). https://doi.org/10.1007/s00343-014-3185-4
Construction of lake bathymetry from MODIS satellite data and GIS from 2003 to 2011[J]. 海洋湖沼学报（英文）, 2014,32(3):720-731. DOI： 10.1007/s00343-014-3185-4.

Yan, Y., Xiao, F. & Du, Y. Construction of lake bathymetry from MODIS satellite data and GIS from 2003 to 2011., Chin. J. Ocean. Limnol. 32, 720–731 (2014). https://doi.org/10.1007/s00343-014-3185-4 DOI：

摘要

Abstract

In recent years

sedimentation conditions in Dongting Lake have varied greatly because of signifi cant changes in runoff and sediment load in the Changjiang (Yangtze) River following the construction of Three Gorges Dam. The topography of the lake bottom has changed rapidly because of the intense exchange of water and sediment between the lake and the Changjiang River. However

time series information on lake-bottom topographic change is lacking. In this study

we introduced a method that combines remote sensing data and in situ water level data to extract a record of Dongting Lake bottom topography from 2003 to 2011. Multi-temporal lake land/water boundaries were extracted from MODIS images using the linear spectral mixture model method. The elevation of water/land boundary points were calculated using water level data and spatial interpolation techniques. Digital elevation models of Dongting Lake bottom topography in different periods were then constructed with the multiple heighted waterlines. The mean root-mean-square error of the linear spectral mixture model was 0.036

and the mean predicted error for elevation interpolation was −0.19 m. Compared with fi eld measurement data and sediment load data

the method has proven to be most applicable. The results show that the topography of the bottom of Dongting Lake has exhibited uneven erosion and deposition in terms of time and space over the last nine years. Moreover

lake-bottom topography has undergone a slight erosion trend within this period

with 58.2% and 41.8% of the lake-bottom area being eroded and deposited

respectively.

关键词

Keywords

references

Begg G. 1970. Limnological observations on Lake Kariba during 1967 with emphasis on some special features. Limnology and Oceanography, 15(5): 776–788.

Bradbury J, Winter T. 1976. Areal distribution and stratigraphy of diatoms in the sediments of Lake Sallie. Minnesota Ecology, 57(5): 1 005–1 014.

China News. 2012. Environmental degradation caused by sand-dredging and nominal fi nless protections in Dongting Lake. http://www.chinanews.com/gn/2012/05-08/3872113.shtml. Accessed on 2012-05-08. (in Chinese)

Ciampalini A, Cigna F, Del Ventisette C, Moretti S, Liguori V, Casagli N. 2012. Integrated geomorphological mapping in the north-western sector of Agrigento (Italy). Journal of Maps, 8(2): 136–145.

Dell C. 1976. Sediment distribution and bottom topography of southeastern Lake Superior. Journal of Great Lakes Research, 2(1): 164–176.

Dou H S, Jiang J H. 2000. Dongting Lake. Chinese Scientifi c and Technology University Press, Hefei, China. p.56–87. (in Chinese)

Du Y, Cai S, Zhang X, Zhao Y. 2001. Interpretation of the environmental change of Dongting Lake, middle reach of Yangtze River, China, by 210Pb measurement and satellite image analysis. Geomorphology, 41(2–3): 171–181.

Du Y, Xue H, Wu S, Ling F, Xiao F, Wei X. 2011. Lake area changes in the middle Yangtze region of China over the 20th century. Journal of Environmental Management, 92(4): 1 248–1 255.

Flood R D. 1989. Submersible studies of current-modifi ed bottom topography in Lake Superior. Journal of Great Lakes Research, 15(1): 3–14.

Freeman N, Hale A, Danard M. 1972. A modifi ed sigma equations’ approach to the numerical modeling of Great Lakes hydrodynamics. Journal of Geophysical Research, 77(6): 1 050–1 060.

Gao J F, Zhang C, Jiang J H, Huang Q. 2001. Changes in sediment deposition and erosion and their spatial distribution in the Dongting Lake. Acta Geographica Sinica, 56(3): 269–277. (in Chinese with English abstract)

Ghanavati E, Firouzabadi P, Jangi A, Khosravi S. 2008. Monitoring geomorphologic changes using Landsat TM and ETM+ data in the Hendijan River delta, southwest Iran. International Journal of Remote Sensing, 29(4): 945–959.

Hereher M E. 2011. Mapping coastal erosion at the Nile Delta western promontory using Landsat imagery. Environmental Earth Sciences, 64(4): 1 117–1 125.

Huang S, Li J, Xu M. 2012. Water surface variations monitoring and fl ood hazard analysis in Dongting Lake area using long-term Terra/MODIS data time series. Natural Hazards, 62(1): 93–100.

Jiang J H, Huang Q. 2004. Analysis of the lake basin change and the rushing-silting features in the past decades of Dongting Lake. Journal of Lake Sciences, 16(3): 209–214. (in Chinese with English abstract)

Jiang W, Hou P, Zhu X, Cao G, Liu X, Cao R. 2011. Analysis of vegetation response to rainfall with satellite images in Dongting Lake. Journal of Geographical Sciences, 21(1): 135–149.

Lai H Z, Mo D W, Su C. 2004. Discussion on the evolutionary trend of Lake Dongting. Geographical Research, 23(1): 78–86. (in Chinese with English abstract)

Lam D. 1978. Simulation of water circulations and chloride transports in Lake Superior for summer 1973. Journal of Great Lakes Research, 4(3–4): 343–349.

Levermore C D, Oliver M, Titi E S. 1996. Global wellposedness for the lake equation. Physica D: Nonlinear Phenomena, 98(2–4): 492–509.

Livingstone D A. 1965. Sedimentation and the history of water level change in Lake Tanganyika. Limnology and Oceanography, 10(4): 607–610.

Lu J Y, Yue H, Ping G. 2006. Scouring and silting variation in middle and lower channel of the Yangtze river after TGP. Yangtze River, 37(9): 4. (in Chinese with English abstract)

Marghany M, Cracknell A P, Hashim M. 2010. 3-D visualizations of coastal bathymetry by utilization of airborne TOPSAR polarized data. International Journal of Digital Earth, 3(2): 187–206.

Marghany M, Hashim M, Cracknell A P. 2009. 3-D reconstruction of coastal bathymetry from AIRSAR/POLSAR data. Chin. J. Oceanol. Limnol, 27(1): 117–123.

Miao X, Gong P, Swope S, Pu R, Carruthers R, Anderson G L, Heaton J S, Tracy C. 2006. Estimation of yellow starthistle abundance through CASI-2 hyperspectral imagery using linear spectral mixture models. Remote Sensing of Environment, 101(3): 329–341.

Mitasova H, Hofierka J, Zlocha M, Iverson L R. 1996. Modelling topographic potential for erosion and deposition using GIS. International Journal of Geographical Information Systems, 10(5): 629–641.

Pan F, Liao J, Li X, Guo H. 2012. Application of the inundation area-lake level rating curves constructed from the SRTM DEM to retrieving lake levels from satellite measured inundation areas. Computers & Geosciences, 52: 168–176.

Qiang L, Wei H. 2007. Infl uences of hydraulic engineering construction on wetlands of Dongting Lake and Poyang Lake. Journal of Yangtze River Scientifi c Research Institute, 24(6): 30–33. (in Chinese with English abstract)

Sanders B F. 2007. Evaluation of on-line DEMs for fl ood inundation modeling. Advances in Water Resources, 30(8): 1 831–1 843.

Schwab D J, Beletsky D. 2003. Relative effects of wind stress curl, topography, and stratifi cation on large-scale circulation in Lake Michigan. Journal of Geophysical Research, 108(C2): 3 044.

Sekellick A J, Banks W S L. 2010. Water Volume and Sediment Accumulation in Lake Linganore, Frederick County, Maryland, 2009. US Department of the Interior, US Geological Survey. 14p.

Shi X D, Xia W, Yang B. 1999. Sediment deposition and erosion in Dongting Lake (1956–1995). Journal of Lake Sciences, 11(3): 199–205. (in Chinese with English abstract)

Simons T. 1972. Development of numerical models of Lake Ontario, Part II. Proc. 15 th Conf. Great Lakes Res., Int. Assoc. Great Lakes Res., Univ. of Wisconsin-Madison, Madison, Wisc. p.655–672.

Small C. 2001. Estimation of urban vegetation abundance by spectral mixture analysis. International Journal of Remote Sensing, 22(7): 1 305–1 334.

Strozzi T, Werner C, Wiesmann A, Wegmuller U. 2012. Topography mapping with a portable real-aperture radar interferometer. Geoscience and Remote Sensing Letters, IEEE, 9(2): 277–281.

Studinger M, Bell R E, Tikku A A. 2004. Estimating the depth and shape of subglacial Lake Vostok’s water cavity from aerogravity data. Geophysical Research Letters, 31(12): L12401.

Sun D, Yu Y, Goldberg M D. 2011. Deriving water fraction and fl ood maps from MODIS images using a decision tree approach. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 4(4): 814–825.

Sun Y, Kang S, Li F, Zhang L. 2009. Comparison of interpolation methods for depth to groundwater and its temporal and spatial variations in the Minqin oasis of northwest China. Environmental Modelling & Software, 24(10): 1 163–1 170.

Whetten J T. 1967. Lake Chelan, Washington: bottom and subbottom topography. Limnology and Oceanography, 12: 253–259.

Xu Q X, Yuan J, Wu W J, Xiao Y. 2011. Fluvial processes in Middle Yangtze River after impoundment of Three Gorges Project. Journal of Sediment Research, (2): 38–46. (in Chinese with English abstract)

Yang J G, Zhang J, Meng J M. 2010. Underwater topography detection of Taiwan Shoal with SAR images. Chin. J. Oceanol. Limnol, 28(3): 636–642.

Yi X, Li G, Yin Y, Peng J. 2012. Comparison on soil depth prediction among different spatial interpolation methods: a case study in the Three-River Headwaters region of Qinghai province. Geographical Research, 31(10): 1 793–1 805. (in Chinese with English abstract)

Yuan G L, Li C H, Mi H Y, Zhang X M, He B. 2006. A study on the form of Qionghai lake. Transactions of Oceanology and Limnology, (2): 18–22. (in Chinese with English abstract)

Yuan W, Yin D, Finlayson B, Chen Z. 2012. Assessing the potential for change in the middle Yangtze River channel following impoundment of the Three Gorges Dam. Geomorphology, 147: 27–34.

Zhang R. 2005. Theory and Application of Spatial Variation. Science Press, Beijing, China. 188p. (in Chinese)

Zhao S, Fang J. 2004. Impact of impoldering and lake restoration on land-cover changes in Dongting Lake area, Central Yangtze. AMBIO: A Journal of the Human Environment, 33(6): 311–315.

Zhao Y S. 2003. Principles and Methods of Remote Sensing Application and Analysis. Science Press, Beijing, China. 478p. (in Chinese)

浏览量

Downloads

CSCD

文章被引用时，请邮件提醒。

Submit

工具集

关联资源

Extracting ship and heading from Sentinel-2 images using convolutional neural networks with point and vector learning

Phytoplankton functional groups in Poyang Lake: succession and driving factors

Monitoring discharge from deep-sea mining ships via optical satellite observations

Examining the evolution of tidal creeks in the Huanghe River delta using multi-temporal Landsat images

Using remote sensing technology to monitor salt lake changes caused by climate change and melting glaciers: insights from Zabuye Salt Lake in Xizang