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Geocarto International Volume 35, 2020 - Issue 10
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Original Articles

Extraction of built-up areas from Landsat-8 OLI data based on spectral-textural information and feature selection using support vector machine method

Vijendra Singh BramheGeomatics Engineering, Department of Civil Engineering, I.I.T. Roorkee, IndiaCorrespondence[email protected]
,
Sanjay Kumar GhoshGeomatics Engineering, Department of Civil Engineering, I.I.T. Roorkee, IndiaORCID Iconhttp://orcid.org/0000-0001-7849-9313
ORCID Icon &
Pradeep Kumar GargGeomatics Engineering, Department of Civil Engineering, I.I.T. Roorkee, IndiaORCID Iconhttp://orcid.org/0000-0002-7126-3698
ORCID Icon
Pages 1067-1087 | Received 06 Jul 2018, Accepted 19 Dec 2018, Published online: 18 Mar 2019

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Ce Jiang, Yahui Miao & Zenglei Xi. (2022) A new method of extracting built-up area based on multi-source remote sensing data: a case study of Baoding central city, China. Geocarto International 37:20, pages 6072-6086.
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Min Huang, Nengcheng Chen, Wenying Du, Mengtian Wen, Daoye Zhu & Jianya Gong. (2021) An on-demand scheme driven by the knowledge of geospatial distribution for large-scale high-resolution impervious surface mapping. GIScience & Remote Sensing 58:4, pages 562-586.
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Articles from other publishers (10)

Md. Sharafat Chowdhury. (2024) Comparison of accuracy and reliability of random forest, support vector machine, artificial neural network and maximum likelihood method in land use/cover classification of urban setting. Environmental Challenges 14, pages 100800.
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Rida Azmi, Jérôme Chenal, Hicham Amar, Cédric Stéphane Tekouabou Koumetio & El Bachir Diop. (2023) A Hybrid Approach for Extracting Large-Scale and Accurate Built-Up Areas Using SAR and Multispectral Data. Atmosphere 14:2, pages 240.
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Jiantao Liu, Yexiang Li, Yan Zhang & Xiaoqian Liu. (2022) Large-Scale Impervious Surface Area Mapping and Pattern Evolution of the Yellow River Delta Using Sentinel-1/2 on the GEE. Remote Sensing 15:1, pages 136.
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Pavlos Krassakis, Andreas Karavias, Paraskevi Nomikou, Konstantinos Karantzalos, Nikolaos Koukouzas, Stavroula Kazana & Issaak Parcharidis. (2022) Geospatial Intelligence and Machine Learning Technique for Urban Mapping in Coastal Regions of South Aegean Volcanic Arc Islands. Geomatics 2:3, pages 297-322.
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Ahsen Maqsoom, Bilal Aslam, Arbaz Yousafzai, Fahim Ullah, Sami Ullah & Muhammad Imran. (2022) Extracting built-up areas from spectro-textural information using machine learning. Soft Computing 26:16, pages 7789-7808.
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Maoyang Bai, Shiqi Zhang, Xiao Wang, Yu Feng, Juan Wang & Peihao Peng. (2022) Deep Semantic Segmentation for Rapid Extraction and Spatial-Temporal Expansion Variation Analysis of China’s Urban Built-Up Areas. Frontiers in Earth Science 10.
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Mojtaba Saboori, Saeid Homayouni, Reza Shah-Hosseini & Ying Zhang. (2022) Optimum Feature and Classifier Selection for Accurate Urban Land Use/Cover Mapping from Very High Resolution Satellite Imagery. Remote Sensing 14:9, pages 2097.
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Dingkun Chang, Qinjun Wang, Jingjing Xie, Jingyi Yang & Wentao Xu. (2022) Research on the Extraction Method of Urban Built-Up Areas With an Improved Night Light Index. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
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Muhammad Ahsan Mahboob, Bekir Genc & Iqra Atif. 2020. Proceedings of the 28th International Symposium on Mine Planning and Equipment Selection - MPES 2019. Proceedings of the 28th International Symposium on Mine Planning and Equipment Selection - MPES 2019 245 254 .
Lang Sun, Lina Tang, Guofan Shao, Quanyi Qiu, Ting Lan & Jinyuan Shao. (2019) A Machine Learning-Based Classification System for Urban Built-Up Areas Using Multiple Classifiers and Data Sources. Remote Sensing 12:1, pages 91.
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