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Articles

Extracting impervious surfaces from full polarimetric SAR images in different urban areas

Pages 4644-4663 | Received 06 Aug 2019, Accepted 28 Nov 2019, Published online: 24 Feb 2020

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Xiaoqing Xu, Chong Liu, Caixia Liu, Fengming Hui, Xiao Cheng & Huabing Huang. (2022) Fine-resolution mapping of the circumpolar Arctic Man-made impervious areas (CAMI) using sentinels, OpenStreetMap and ArcticDEM. Big Earth Data 6:2, pages 196-218.
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Onuwa Okwuashi, Christopher E. Ndehedehe, Dupe Nihinlola Olayinka, Aniekan Eyoh & Hosanna Attai. (2021) Deep support vector machine for PolSAR image classification. International Journal of Remote Sensing 42:17, pages 6498-6536.
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Articles from other publishers (13)

Shoujia Ren, Yaozhong Pan, Xiufang Zhu, Chuanwu Zhao & Yuan Gao. (2024) A general and simple automated impervious surface mapping approach based on three-dimensional texture features (3DTF) using fine spatial resolution remotely sensed imagery. Science of The Total Environment 923, pages 171181.
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Hui Fu, Qiliang Gong, Ping Wang & Yanrong Lu. (2024) Synthetic aperture radar remote sensing scene classification based on fuzzy co-occurrence networks. Journal of Applied Remote Sensing 18:01.
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Jing Ling, Shan Wei, Paolo Gamba, Rui Liu & Hongsheng Zhang. (2023) Advancing SAR monitoring of urban impervious surface with a new polarimetric scattering mixture analysis approach. International Journal of Applied Earth Observation and Geoinformation 124, pages 103541.
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Yiliang Wan, Yuwen Fei, Rui Jin, Tao Wu & Xinguang He. (2023) An Object-Oriented Deep Multi-Sphere Support Vector Data Description Method for Impervious Surfaces Extraction Based on Multi-Sourced Data. ISPRS International Journal of Geo-Information 12:6, pages 219.
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László Mucsi & Dang Hung Bui. (2023) Evaluating the performance of multi-temporal synthetic-aperture radar imagery in land-cover mapping using a forward stepwise selection approach. Remote Sensing Applications: Society and Environment 30, pages 100975.
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Wenfu Wu, Songjing Guo, Zhenfeng Shao & Deren Li. (2023) Urban Impervious Surface Extraction Based on Deep Convolutional Networks Using Intensity, Polarimetric Scattering and Interferometric Coherence Information from Sentinel-1 SAR Images. Remote Sensing 15:5, pages 1431.
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Jing Ling & Hongsheng Zhang. (2023) WCDL: A Weighted Cloud Dictionary Learning Method for Fusing Cloud-Contaminated Optical and SAR Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 2931-2941.
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Yulin Ding, Qing Ding, Jie Yang, Zhenfeng Shao & Xiao Huang. (2022) PRISI: A novel piecewise radar impervious surface index for urban monitoring using Sentinel-1 data. International Journal of Applied Earth Observation and Geoinformation 114, pages 103033.
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Fang Hong & Yingying Kong. (2021) Random Forest Fusion Classification of Remote Sensing PolSAR and Optical Image Based on LASSO and IM Factor. Random Forest Fusion Classification of Remote Sensing PolSAR and Optical Image Based on LASSO and IM Factor.
Yingying Kong, Biyuan Yan, Yanjuan Liu, Henry Leung & Xiangyang Peng. (2021) Feature-Level Fusion of Polarized SAR and Optical Images Based on Random Forest and Conditional Random Fields. Remote Sensing 13:7, pages 1323.
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Guido Fioravanti, Sara Martino, Michela Cameletti & Giorgio Cattani. (2021) Spatio-temporal modelling of daily concentrations in Italy using the SPDE approach . Atmospheric Environment 248, pages 118192.
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Jessica da Silva Costa, Veraldo Liesenberg, Marcos Benedito Schimalski, Raquel Valério de Sousa, Leonardo Josoé Biffi, Alessandra Rodrigues Gomes, Sílvio Luís Rafaeli Neto, Edson Mitishita & Polyanna da Conceição Bispo. (2021) Benefits of Combining ALOS/PALSAR-2 and Sentinel-2A Data in the Classification of Land Cover Classes in the Santa Catarina Southern Plateau. Remote Sensing 13:2, pages 229.
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Mandvi Misra, Deepak Kumar & Sulochana Shekhar. (2020) Assessing Machine Learning Based Supervised Classifiers For Built-Up Impervious Surface Area Extraction From Sentinel-2 Images. Urban Forestry & Urban Greening 53, pages 126714.
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