森林湿地遥感信息提取方法研究现状

被引:14
作者
严婷婷 [1 ,2 ]
边红枫 [1 ,2 ]
廖桂项 [1 ,2 ]
盛连喜 [1 ,2 ]
张吉顺 [3 ]
高明辉 [3 ]
机构
[1] 国家环境保护湿地生态与植被恢复重点实验室
[2] 东北师范大学环境学院
[3] 吉林龙湾国家级自然保护区管理局
关键词
森林湿地; 遥感技术; 水文反演; 湿地分类; 湿地识别;
D O I
暂无
中图分类号
S771.8 [森林遥感];
学科分类号
1404 ;
摘要
森林湿地是湿地的重要组成部分,因其群落结构复杂,从景观尺度上对其进行识别是湿地研究的难点之一。在分析国内外相关科学文献的基础上,从地理生态环境、影像特征及影像信息处理单元角度分析了森林湿地遥感信息提取方法的研究现状,总结了当前森林湿地遥感提取的特点,并在此基础上初步预测未来森林湿地遥感信息提取方法的发展趋势。结果表明:以水文特征反演为依据,认为基于地理生态环境的提取方法包括基于水文地貌学方法、基于光学遥感和微波遥感的分类方法;基于影像特征提取方法包括基于雷达散射特征决策树、随机森林决策树及航片目视解译法;基于影像信息处理单元角度方法主要有基于像元和对象分类2种方法。
引用
收藏
页码:11 / 18
页数:8
相关论文
共 39 条
[1]  
基于像元的地表覆盖变化信息提取方法比较.[D].袁愈才.中南大学.2011, 01
[2]  
面向对象的高分辨率遥感影像分类方法研究.[D].游丽平.福建师范大学.2007, 06
[3]  
Monitoring flood extent in the lower Amazon River floodplain using ALOS/PALSAR ScanSAR images.[J].Allan S. Arnesen;Thiago S.F. Silva;Laura L. Hess;Evlyn M.L.M. Novo;Conrado M. Rudorff;Bruce D. Chapman;Kyle C. McDonald.Remote Sensing of Environment.2013,
[4]  
Landcover classification of the Lower Nhecolândia subregion of the Brazilian Pantanal Wetlands using ALOS/PALSAR; RADARSAT-2 and ENVISAT/ASAR imagery.[J].Teresa L. Evans;Maycira Costa.Remote Sensing of Environment.2013,
[5]  
Mapping small wetlands of Kenya and Tanzania using remote sensing techniques.[J].E. Mwita;G. Menz;S. Misana;M. Becker;D. Kisanga;B. Boehme.International Journal of Applied Earth Observations and Geoinformation.2013,
[6]  
Landscape analysis of wetland plant functional types: The effects of image segmentation scale; vegetation classes and classification methods.[J].Iryna Dronova;Peng Gong;Nicholas E. Clinton;Lin Wang;Wei Fu;Shuhua Qi;Ying Liu.Remote Sensing of Environment.2012,
[7]  
Combining object-based texture measures with a neural network for vegetation mapping in the Everglades from hyperspectral imagery.[J].Caiyun Zhang;Zhixiao Xie.Remote Sensing of Environment.2012,
[8]   Spatial and temporal variability of macrophyte cover and productivity in the eastern Amazon floodplain: A remote sensing approach [J].
Silva, Thiago Sanna F. ;
Costa, Maycira P. F. ;
Melack, John M. .
REMOTE SENSING OF ENVIRONMENT, 2010, 114 (09) :1998-2010
[9]  
Wetland mapping in the Congo Basin using optical and radar remotely sensed data and derived topographical indices.[J].Jean-Robert B. Bwangoy;Matthew C. Hansen;David P. Roy;Gianfranco De Grandi;Christopher O. Justice.Remote Sensing of Environment.2009, 1
[10]   Radar detection of wetland ecosystems: a review [J].
Henderson, Floyd M. ;
Lewis, Anthony J. .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2008, 29 (20) :5809-5835