Monitoring land cover dynamics in the Yellow River Delta from 1995 to 2010 based on Landsat 5 TM

被引:100
|
作者
Ottinger, Marco [1 ]
Kuenzer, Claudia [2 ]
Liu, Gaohuan [3 ]
Wang, Shaoqiang
Dech, Stefan [2 ,3 ]
机构
[1] Univ Wurzburg, Dept Remote Sensing, D-97074 Wurzburg, Germany
[2] DLR, German Aerosp Ctr, DFD, German Remote Sensing Data Ctr, D-82234 Oberpfaffenhofen, Wessling, Germany
[3] Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
关键词
Yellow River Delta; Landsat TM; Land cover classification; C5.0; Aquaculture; Urban sprawl; DIFFERENCE WATER INDEX; NEWLY CREATED WETLAND; SEA-LEVEL RISE; CLIMATE-CHANGE; CLASSIFICATION; MOISTURE; IMPACTS; GIS;
D O I
10.1016/j.apgeog.2013.07.003
中图分类号
P9 [自然地理学]; K9 [地理];
学科分类号
0705 ; 070501 ;
摘要
The impact of anthropogenic activities in many deltas of the major rivers has caused considerable environmental change. The Yellow River (Huang He) delivers high sediment load to the sea, forming one of the fastest growing deltas worldwide. Population growth and rapid economic development have increased urbanization and wasteland cultivation, and threaten the natural environment of the delta. This is aggravated by the fact that a large amount of river water has been diverted for irrigation in the entire basin area, altering the river fluxes that are essential to maintain the health of the delta ecosystem. A supervised per-pixel classification approach using a decision tree algorithm was employed to generate land cover maps from Landsat 5 Thematic Mapper (TM) imagery acquired in 1995, 2004, and 2010. Statistical analysis of the land cover classifications indicates large landscape changes in the Yellow River Delta from 1995 to 2010, with severe conversions of the natural environment as a result of increasing anthropogenic activities. Land cover changes were mainly caused by intensified farming and urban sprawl, with increases of 1803.1 km(2) and 237.0 km(2) respectively. Since the 1960s, economic development involved considerable increase of built-up areas (industries, infrastructure, and residential areas) around the major cities in the delta, displacing natural vegetation and arable lands. Changes in the coastal areas were closely associated with coastward expansion of aquaculture farming and salt production. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:53 / 68
页数:16
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