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Original Articles

Detecting and discriminating impervious cover with high-resolution IKONOS data using principal component analysis and morphological operators

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Pages 4627-4645 | Received 07 Sep 2001, Published online: 27 May 2010

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Read on this site (15)

Wei Fan, Jinsong Chen, Xiaoli Li, Paolo Tarolli & Jin Wang. (2022) Multitemporal impervious surface estimation via an optimized stable/change pixel detection approach. GIScience & Remote Sensing 59:1, pages 1406-1425.
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Dwijendra Pandey & K. C. Tiwari. (2022) Feature identification and extraction of urban built-up surfaces and materials in AVIRIS-NG hyperspectral imagery. Geocarto International 37:6, pages 1722-1743.
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Jin Wang, Zhifeng Wu, Changshan Wu, Zheng Cao, Wei Fan & Paolo Tarolli. (2018) Improving impervious surface estimation: an integrated method of classification and regression trees (CART) and linear spectral mixture analysis (LSMA) based on error analysis. GIScience & Remote Sensing 55:4, pages 583-603.
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Kaveh Shahi, Helmi Zulhaidi Mohd Shafri & Alireza Hamedianfar. (2017) Road condition assessment by OBIA and feature selection techniques using very high-resolution WorldView-2 imagery. Geocarto International 32:12, pages 1389-1406.
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Zhaoqi Wang, Chencheng Gang, Xueling Li, Yizhao Chen & Jianlong Li. (2015) Application of a normalized difference impervious index (NDII) to extract urban impervious surface features based on Landsat TM images. International Journal of Remote Sensing 36:4, pages 1055-1069.
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Li Luo & Giorgos Mountrakis. (2012) A multiprocess model of adaptable complexity for impervious surface detection. International Journal of Remote Sensing 33:2, pages 365-381.
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Chan Yong Sung & Ming-Han Li. (2012) Considering plant phenology for improving the accuracy of urban impervious surface mapping in a subtropical climate regions. International Journal of Remote Sensing 33:1, pages 261-275.
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Dengsheng Lu, Scott Hetrick & Emilio Moran. (2011) Impervious surface mapping with Quickbird imagery. International Journal of Remote Sensing 32:9, pages 2519-2533.
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Xuefei Hu & Qihao Weng. (2011) Impervious surface area extraction from IKONOS imagery using an object-based fuzzy method. Geocarto International 26:1, pages 3-20.
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Uddhab Bhandary & Brian Muller. (2009) Land use planning and wildfire risk mitigation: an analysis of wildfire-burned subdivisions using high-resolution remote sensing imagery and GIS data. Journal of Environmental Planning and Management 52:7, pages 939-955.
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Dengsheng Lu & Qihao Weng. (2009) Extraction of urban impervious surfaces from an IKONOS image. International Journal of Remote Sensing 30:5, pages 1297-1311.
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Jay Gao & Yansui Liu. (2008) Mapping of land degradation from space: a comparative study of Landsat ETM+ and ASTER data. International Journal of Remote Sensing 29:14, pages 4029-4043.
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D. Lu. (2007) Detection and substitution of clouds/hazes and their cast shadows on IKONOS images. International Journal of Remote Sensing 28:18, pages 4027-4035.
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Francisco Cano, Rafael Ma Navarro Cerrillo, Alfonso Garcia Ferrer & Manuel Sanchéz de la Orden. (2006) Detection of Forest Decline Using IKONOS Sensor for Cork Oak (Quercus suber L.) Woods in South Spain. Geocarto International 21:3, pages 13-18.
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Congmin Li, Zhenfeng Shao, Lei Zhang, Xiao Huang & Ming Zhang. (2021) A Comparative Analysis of Index-Based Methods for Impervious Surface Mapping Using Multiseasonal Sentinel-2 Satellite Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 3682-3694.
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Lukas Graf, Heike Bach & Dirk Tiede. (2020) Semantic Segmentation of Sentinel-2 Imagery for Mapping Irrigation Center Pivots. Remote Sensing 12:23, pages 3937.
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Yinyi Lin, Hongsheng Zhang, Gang Li, Ting Wang, Luoma Wan & Hui Lin. (2019) Improving Impervious Surface Extraction With Shadow-Based Sparse Representation From Optical, SAR, and LiDAR Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12:7, pages 2417-2428.
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Ela Lichtblau & Claire J. Oswald. (2019) Classification of impervious land-use features using object-based image analysis and data fusion. Computers, Environment and Urban Systems 75, pages 103-116.
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Yongyong Fu, Kunkun Liu, Zhangquan Shen, Jinsong Deng, Muye Gan, Xinguo Liu, Dongming Lu & Ke Wang. (2019) Mapping Impervious Surfaces in Town–Rural Transition Belts Using China’s GF-2 Imagery and Object-Based Deep CNNs. Remote Sensing 11:3, pages 280.
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Rudong Xu, Jin Liu & Jianhui Xu. (2018) Extraction of High-Precision Urban Impervious Surfaces from Sentinel-2 Multispectral Imagery via Modified Linear Spectral Mixture Analysis. Sensors 18:9, pages 2873.
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Fátima Benítez, Carlos Mena & Leo Zurita-Arthos. (2018) Urban Land Cover Change in Ecologically Fragile Environments: The Case of the Galapagos Islands. Land 7:1, pages 21.
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Cholyoung Lee, Kyehyun Kim & Hyuk Lee. (2018) GIS based optimal impervious surface map generation using various spatial data for urban nonpoint source management. Journal of Environmental Management 206, pages 587-601.
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Jian Yang & Yuhong He. (2017) Automated mapping of impervious surfaces in urban and suburban areas: Linear spectral unmixing of high spatial resolution imagery. International Journal of Applied Earth Observation and Geoinformation 54, pages 53-64.
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Ali Ebrahimian, John S. Gulliver & Bruce N. Wilson. (2016) Effective impervious area for runoff in urban watersheds. Hydrological Processes 30:20, pages 3717-3729.
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Siamak Khorram, Cynthia F. van der Wiele, Frank H. Koch, Stacy A. C. Nelson & Matthew D. PottsSiamak Khorram, Cynthia F. van der Wiele, Frank H. Koch, Stacy A. C. Nelson & Matthew D. Potts. 2016. Principles of Applied Remote Sensing. Principles of Applied Remote Sensing 69 124 .
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Kaveh Shahi, Helmi Z.M. Shafri, Ebrahim Taherzadeh, Shattri Mansor & Ratnasamy Muniandy. (2015) A novel spectral index to automatically extract road networks from WorldView-2 satellite imagery. The Egyptian Journal of Remote Sensing and Space Science 18:1, pages 27-33.
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Sanat Nalini Sahoo & Sreeja Pekkat. (2014) Determination of urbanisation based on imperviousness. Proceedings of the Institution of Civil Engineers - Urban Design and Planning 167:2, pages 49-57.
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Hong Lyun Park, Jae Wan Choi & Seok Keun Choi. (2014) Impervious Surface Mapping of Cheongju by Using RapidEye Satellite Imagery. Journal of Korean Society for Geospatial Information System 22:1, pages 71-79.
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Qihao Weng. 2014. Scale Issues in Remote Sensing. Scale Issues in Remote Sensing 61 78 .
Erika Upegui & Jean-François Viel. (2012) GeoEye Imagery and Lidar Technology for Small-area Population Estimation. Photogrammetric Engineering & Remote Sensing 78:7, pages 693-702.
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Qihao Weng. (2012) Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends. Remote Sensing of Environment 117, pages 34-49.
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Carol R. Jacobson. (2011) Identification and quantification of the hydrological impacts of imperviousness in urban catchments: A review. Journal of Environmental Management 92:6, pages 1438-1448.
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Peijun Li, Jiancong Guo, Benqin Song & Xiaobai Xiao. (2011) A Multilevel Hierarchical Image Segmentation Method for Urban Impervious Surface Mapping Using Very High Resolution Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 4:1, pages 103-116.
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S. M. Borzov, V. I. Kozik & O. I. Potaturkin. (2011) Search for man-made objects on the basis of multispectral processing of remote sensing data. Optoelectronics, Instrumentation and Data Processing 46:6, pages 516-520.
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Rama Prasada Mohapatra & Changshan Wu. (2010) High Resolution Impervious Surface Estimation. Photogrammetric Engineering & Remote Sensing 76:12, pages 1329-1341.
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Stephen J. Dugdale, Patrice E. Carbonneau & David Campbell. (2010) Aerial photosieving of exposed gravel bars for the rapid calibration of airborne grain size maps. Earth Surface Processes and Landforms 35:6, pages 627-639.
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Shawn Landry & Ruiliang Pu. (2010) The impact of land development regulation on residential tree cover: An empirical evaluation using high-resolution IKONOS imagery. Landscape and Urban Planning 94:2, pages 94-104.
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T. Esch, V. Himmler, G. Schorcht, M. Thiel, T. Wehrmann, F. Bachofer, C. Conrad, M. Schmidt & S. Dech. (2009) Large-area assessment of impervious surface based on integrated analysis of single-date Landsat-7 images and geospatial vector data. Remote Sensing of Environment 113:8, pages 1678-1690.
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Woo Suk HanSteven J. Burian. (2009) Determining Effective Impervious Area for Urban Hydrologic Modeling. Journal of Hydrologic Engineering 14:2, pages 111-120.
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Rudolf Richter. (2008) Classification Metrics for Improved Atmospheric Correction of Multispectral VNIR Imagery. Sensors 8:11, pages 6999-7011.
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Jianbo Hu, Wei Chen, Xiaoyu Li & Xingyuan He. (2008) Roof confusion removal for accurate vegetation extraction in the urban environment. Roof confusion removal for accurate vegetation extraction in the urban environment.
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David Barry Hester, Halil I. Cakir, Stacy A.C. Nelson & Siamak Khorram. (2008) Per-pixel Classification of High Spatial Resolution Satellite Imagery for Urban Land-cover Mapping. Photogrammetric Engineering & Remote Sensing 74:4, pages 463-471.
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