全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...
-  2015 

地形和遥感图像融合技术在冲沟参数提取中的应用——以栖霞市庵里水库东缘流域为例

DOI: 10.11821/dlyj201511011

Keywords: 冲沟侵蚀,DEM,数据融合,参数提取

Full-Text   Cite this paper   Add to My Lib

Abstract:

摘要: 受图像的空间分辨率和反立体现象等因素的影响,单纯基于二维遥感图像提取冲沟参数精度较低。以山东省栖霞市庵里水库东岸流域为研究区,建立一种地形和遥感图像融合技术,并用于提取沟沿线、坡底线等冲沟参数,以期为沟蚀参数的大量、快速提取提供一种新方法。结果表明:① 基于HSV变换,高斯标准化地表粗糙度作为地形图像融合的权重,建立了地形与遥感图像融合方法,增强和丰富了图像中的地形信息。② 基于融合数据,结合沟沿线和沟底线坡度阈值处理,在研究区内提取了144条冲沟,总面积为1.699 km2,占流域总面积的29.89%,为强烈侵蚀。③ 选择张家沟—北丁家沟流域作为检验区,以RTK-GPS实测数据为参照,地形融合法提取冲沟的准确率和沟头平均偏移量分别为98.413%和4.12 m,其精度明显高于传统的遥感图像目视解译法(73.016%和9.61 m)。

References

[1]  范建容, 刘淑珍, 周从斌,等. 元谋盆地土地利用/土地覆盖对冲沟侵蚀的影响. 水土保持学报, 2004, 18(2): 130-132.http://d.wanfangdata.com.cn/Periodical/trqsystbcxb200402033 doi: 10.3321/j.issn:1009-2242.2004.02.033
[2]  [Fan Jianrong, Liu Shuzhen, Zhou Congbin, et al.Impacts of LUCC on gully erosion in Yuanmou Basin of Jinshajiang Arid-hot Valley. Journal of Soil and Water Conversation, 2004, 18(2): 130-132.]
[3]  胡刚, 伍永秋, 刘宝元,等. GPS和GIS进行短期沟蚀研究初探: 以东北漫川漫岗黑土区为例. 水土保持学报, 2004, 18(4): 16-19.http://d.wanfangdata.com.cn/Periodical/trqsystbcxb200404005 doi: 10.3321/j.issn:1009-2242.2004.04.005
[4]  [Hu Gang, Wu Yongqiu, Liu Baoyuan, et al.Preliminary research on short-term channel erosion Using GPS and GIS. Journal of Soil and Water Conversation, 2004, 18(4): 16-19.]
[5]  Cheng H, Wu Y, Zou X, et al.Study of ephemeral gully erosion in a small upland catchment on the Inner-Mongolian Plateau. Soil and Tillage Research, 2006, 90(1): 184-193.http://www.sciencedirect.com/science/article/pii/S0167198705002722 doi: 10.1016/j.still.2005.09.006
[6]  张鹏, 郑粉莉, 王彬, 等. 高精度GPS三维激光扫描和测针板三种测量技术监测沟蚀过程的对比研究. 水土保持通报, 2008, 28(5): 11-20.http://d.wanfangdata.com.cn/Periodical/stbctb200805003
[7]  [Zhang Peng, Zheng Fenli, Wang Bin, et al.Comparative study of monitoring gully erosion morphology change process by using high precision GPS, Leica HDS 3000 Laser Scanner and Needle Board Method. Bulletin of Soil and Water Conversation, 2008, 28(5): 11-20.]
[8]  张永光, 伍永秋, 汪言在, 等. 典型黑土区小流域浅沟侵蚀季节差异分析. 地理研究, 2008, 27(1): 145-154.http://d.wanfangdata.com.cn/Periodical_dlyj200801016.aspx
[9]  [Zhang Yongguang, Wu Yongqiu, Wang Yanzai, et al.Seasonal discrepancy of ephemeral gully erosion in Northeast China with black soils. Geographical Research, 2008, 27(1): 145-154.]
[10]  丁文峰, 李勉. 不同坡面植被空间布局对坡沟系统产流产沙影响的实验. 地理研究, 2010, 29(10): 1870-1878.http://d.wanfangdata.com.cn/Periodical/dlyj201010015
[11]  [Ding Wenfeng, Li Mian.Experimental study on the effect of slope vegetation distribution variation on runoff and sediment yield in slope-gully system. Geographical Research, 2010, 29(10): 1870-1878.]
[12]  Shruthi R, Kerle N, Jetten V.Object-based gully feature extraction using high spatial resolution imagery. Geomorphology, 2011, 134(3-4): 260-268.http://www.sciencedirect.com/science/article/pii/S0169555X11003461 doi: 10.1016/j.geomorph.2011.07.003
[13]  Frankl A, Nyssen J, Dapper M D, et al.Linking long-term gully and river channel dynamics to environmental change using repeat photography (Northern Ethiopia). Geomorphology, 2011, 129(3-4): 238-251.http://www.sciencedirect.com/science/article/pii/S0169555X11000821 doi: 10.1016/j.geomorph.2011.02.018
[14]  Wang T, He F, Zhang A, et al. A quantitative study of gully erosion based on object-oriented analysis techniques: A case study in Beiyanzikou catchment of Qixia, Shandong, China. The Scientific World Journal. , 2014-01-29.http://dx.doi.org/10.1155/2014/417325
[15]  何福红, 高丙舰, 王焕芝, 等. 基于GIS的侵蚀冲沟与地貌因子的关系. 地理研究, 2013, 32(10): 1856-1864.http://d.wanfangdata.com.cn/Periodical_dlyj201310009.aspx doi: 10.11821/dlyj201310009
[16]  [He Fuhong, Gao Bingjian, Wang Huanzhi, et al. Study on the relationship between gully erosion and topographic factors based on GIS in small watershed of Jiaodong peninsula. Geographical Research, 2013, 32(10): 1856-1864.]
[17]  何福红, 李勇, 李璐, 等. 基于GPS与GIS技术的长江上游山地冲沟的分布特征研究. 水土保持学报, 2005, 19(6): 19-22.http://d.wanfangdata.com.cn/Periodical/trqsystbcxb200506006 doi: 10.3321/j.issn:1009-2242.2005.06.006
[18]  [He Fuhong, Li Yong, Li Lu, et al.Assessing gully development in upper Yangtze River Basin based on GPS and GIS. Journal of Soil and Water Conversation, 2005, 19(6): 19-22.]
[19]  Wu Y, Cheng H.Monitoring of gully erosion on the Loess Plateau of China using a global positioning system. Catena, 2005, 63(2): 154-166.http://www.sciencedirect.com/science/article/pii/S0341816205000895 doi: 10.1016/j.catena.2005.06.002
[20]  Alho P, Kukko A, Hyypp? H, et al.Application of boat-based laser scanning for river survey. Earth Surface Processes and Landforms, 2009, 34(13): 1831-1838.http://onlinelibrary.wiley.com/doi/10.1002/esp.1879/pdf;jsessionid=B939AAE86B364FF0DC76497429EFF9A7.f02t03 doi: 10.1002/esp.1879
[21]  Baruch A, Filin S.Detection of gullies in roughly textured terrain using airborne laser scanning data. ISPRS Journal of Photogrammetry and Remote Sensing, 2011, 66(5): 564-578.http://www.sciencedirect.com/science/article/pii/S0924271611000451 doi: 10.1016/j.isprsjprs.2011.03.001
[22]  Ries J, Marzolff I.Monitoring of gully erosion in the Central Ebro Basin by large-scale aerial photography taken from a remotely controlled blimp. Catena, 2003, 50(2): 309-328.http://www.sciencedirect.com/science/article/pii/S0341816202001339 doi: 10.1016/S0341-8162(02)00133-9
[23]  Marzolff I, Poesen J.The potential of 3D gully monitoring with GIS using high-resolution aerial photography and a digital photogrammetry system. Geomorphology, 2009, 111(1): 48-60.http://www.sciencedirect.com/science/article/pii/S0169555X09001421 doi: 10.1016/j.geomorph.2008.05.047
[24]  Saraf A K, Das J D, Agarwal B, et al.False topography perception phenomena and its correction. International Journal of Remote Sensing, 1996, 17(18): 3725-3733.http://www.tandfonline.com/doi/abs/10.1080/01431169608949180 doi: 10.1080/01431169608949180
[25]  Saraf A K, Ghosh P, Sarma B, et al.Cover: Development of a new image correction technique to remove false topographic perception phenomena. International Journal of Remote Sensing, 2005, 26(8): 1523-1529.http://www.tandfonline.com/doi/abs/10.1080/0143116031000101648 doi: 10.1080/0143116031000101648
[26]  Saraf A K, Zia M, Das J, et al.False topographic perception phenomena observed with the satellite images of Moon's surface. International Journal of Remote Sensing, 2011, 32(24): 9869-9877.http://www.tandfonline.com/doi/ref/10.1080/01431161.2010.550950 doi: 10.1080/01431161.2010.550950
[27]  He F, Wang T, Jiang W, et al. An integrated use of topography with RSI in gully mapping, Shandong peninsula, China. The Scientific World Journal. , 2014-08-05.http://dx.doi.org/10.1155/2014/827124
[28]  He F, Wang T, Gu L, et al.A shaded relief model (SRM)weighted by surface roughness FTPP correction method for remote sensing image. Jokull Journal, 2014, 64: 136-154.
[29]  Smith A R.Color gamut transform pairs. ACM Siggraph Computer Graphics, 1978, 12(3): 12-19.http://xueshu.baidu.com/s?wd=paperuri%3A%28f3d06db436bc4619a93d5f6017a7beed%29&filter=sc_long_sign&sc_ks_para=q%3DColor%20gamut%20transform%20pairs&tn=SE_baiduxueshu_c1gjeupa&ie=utf-8
[30]  ITTVIS. ENVI ver. 4.8 Software Help Document. ITTVIS, 2010.
[31]  Cierniewski J.A model for soil surface roughness influence on the spectral response of bare soils in the visible and near-infrared range. Remote Sensing of Environment, 1987, 23(1): 97-115.http://www.sciencedirect.com/science/article/pii/0034425787900733 doi: 10.1016/0034-4257(87)90073-3
[32]  Congalton R G.A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment, 1991, 37(1): 35-46.http://www.sciencedirect.com/science/article/pii/003442579190048B doi: 10.1016/0034-4257(91)90048-B
[33]  Congalton R G, Green K.A practical look at the sources of confusion in error matrix generation. Photogrammetric Engineering and Remote Sensing, 1993, 59(5): 641-644.http://dialnet.unirioja.es/servlet/articulo?codigo=329340
[34]  江岭, 汤国安, 赵明伟, 等. 顾及地貌结构特征的黄土沟头提取及分析. 地理研究, 2013, 32(11): 2153-2162.http://d.wanfangdata.com.cn/Periodical/dlyj201311016 doi: 10.11821/dlyj201311016
[35]  [Jiang Ling, Tang Guoan, Zhao Mingwei, et al.Extraction and analysis of loess gully heads considering geomorphological structures. Geographical Research, 2013, 32(11): 2153-2162.]

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133