New automated method for extracting river information using optimized spectral threshold water index

作者: Chaojun Li , Shijie Wang , Xiaoyong Bai , Qiu Tan , Yujie Yang

DOI: 10.1007/S12517-018-4124-Z

关键词:

摘要: The accurate extraction of mountain river information is highly significant in water resource investigation and ecological environment protection. However, there are some problems the existing methods extraction, which mainly interference from shadows buildings. Such leads to erroneous redundant information, inaccuracy or incompleteness. In this study, a precise method established using Landsat8 image digital elevation model. main steps as follows: (1) we propose optimized spectral threshold index extract information; (2) based on model data, simulate study area remove them; (3) establish buffer zone network data solve problem (4) separately calculate then standardize land surface temperature, albedo, normalized different building index. effects buildings near removed. Results show relative accuracy 97.52%. new decreases

参考文章(42)
Rachael A. McDonnell, Peter A. Burrough, Principles of Geographical Information Systems ,(1998)
Luoyi Qin, Xiaoyong Bai, Shijie Wang, Dequan Zhou, Yue Li, Tao Peng, Yichao Tian, Guangjie Luo, None, Major problems and solutions on surface water resource utilisation in karst mountainous areas Agricultural Water Management. ,vol. 159, pp. 55- 65 ,(2015) , 10.1016/J.AGWAT.2015.05.024
Youshui Zhang, Inakwu O.A. Odeh, Chunfeng Han, Bi-temporal characterization of land surface temperature in relation to impervious surface area, NDVI and NDBI, using a sub-pixel image analysis. International Journal of Applied Earth Observation and Geoinformation. ,vol. 11, pp. 256- 264 ,(2009) , 10.1016/J.JAG.2009.03.001
J.R. Otukei, T. Blaschke, Land cover change assessment using decision trees, support vector machines and maximum likelihood classification algorithms International Journal of Applied Earth Observation and Geoinformation. ,vol. 12, pp. 27- 31 ,(2010) , 10.1016/J.JAG.2009.11.002
Gudina L. Feyisa, Henrik Meilby, Rasmus Fensholt, Simon R. Proud, Automated Water Extraction Index: A new technique for surface water mapping using Landsat imagery Remote Sensing of Environment. ,vol. 140, pp. 23- 35 ,(2014) , 10.1016/J.RSE.2013.08.029
Gang Wang, Fenfei Wang, Jiansheng Chen, Shirong Chen, Typical disaster damage target extraction method based on object oriented classification Remote Sensing of the Environment: The 17th China Conference on Remote Sensing. ,vol. 8203, pp. 820316- ,(2010) , 10.1117/12.910423
Frédérique Seyler, Frédéric Muller, Gérard Cochonneau, Leandro Guimarães, Jean Loup Guyot, Watershed delineation for the Amazon sub-basin system using GTOPO30 DEM and a drainage network extracted from JERS SAR images Hydrological Processes. ,vol. 23, pp. 3173- 3185 ,(2009) , 10.1002/HYP.7397
M. Bisson, R. Sulpizio, G. Zanchetta, F. Demi, R. Santacroce, Rapid terrain-based mapping of some volcaniclastic flow hazard using Gis-based automated methods: a case study from southern Campania, Italy Natural Hazards. ,vol. 55, pp. 371- 387 ,(2010) , 10.1007/S11069-010-9533-6
Chenxi Liang, Shenghong Li, Option pricing and hedging in incomplete market driven by Normal Tempered Stable process with stochastic volatility Journal of Mathematical Analysis and Applications. ,vol. 423, pp. 701- 719 ,(2015) , 10.1016/J.JMAA.2014.10.033