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GIScience & Remote Sensing Volume 50, 2013 - Issue 5
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Articles

Integration of case-based reasoning and object-based image classification to classify SPOT images: a case study of aquaculture land use mapping in coastal areas of Guangdong province, China

Yunyan Du State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China
,
Di Wu State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China
,
Fuyuan Liang Department of Geography, Western Illinois University, 1 University Circle, Macomb, IL, 61455, USACorrespondence[email protected]
&
Ce Li The Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, 100094, China
Pages 574-589 | Received 15 Apr 2013, Accepted 04 Sep 2013, Published online: 14 Oct 2013

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X. Ye, W. W. Yu, W. H. Yu & L. N. Lv. (2022) Simulating urban growth through case-based reasoning. European Journal of Remote Sensing 55:1, pages 277-290.
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Meena Kumari Kolli, Christian Opp, Daniel Karthe & Biswajeet Pradhan. (2022) Automatic extraction of large-scale aquaculture encroachment areas using Canny Edge Otsu algorithm in Google earth engine – the case study of Kolleru Lake, South India. Geocarto International 37:26, pages 11173-11189.
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Min Han & Yang Zhou. (2017) An adaptive unimodal subclass decomposition (AUSD) learning system for land use and land cover classification using high-resolution remote sensing. GIScience & Remote Sensing 54:1, pages 20-37.
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Gustavo Antonio Piazza, Alexander Christian Vibrans, Veraldo Liesenberg & Júlio Cesar Refosco. (2016) Object-oriented and pixel-based classification approaches to classify tropical successional stages using airborne high–spatial resolution images. GIScience & Remote Sensing 53:2, pages 206-226.
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Ejaz Hussain & Jie Shan. (2016) Object-based urban land cover classification using rule inheritance over very high-resolution multisensor and multitemporal data. GIScience & Remote Sensing 53:2, pages 164-182.
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Lu Xun & Le Wang. (2015) An object-based SVM method incorporating optimal segmentation scale estimation using Bhattacharyya Distance for mapping salt cedar (Tamarisk spp.) with QuickBird imagery. GIScience & Remote Sensing 52:3, pages 257-273.
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Saleh Abdullahi, Biswajeet Pradhan, Shattri Mansor & Abdul Rashid Mohamed Shariff. (2015) GIS-based modeling for the spatial measurement and evaluation of mixed land use development for a compact city. GIScience & Remote Sensing 52:1, pages 18-39.
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Xiaomin Qiu, Shuo-Sheng Wu & Xin Miao. (2014) Incorporating road and parcel data for object-based classification of detailed urban land covers from NAIP images. GIScience & Remote Sensing 51:5, pages 498-520.
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Articles from other publishers (8)

Jinpu Deng, Yongqing Bai, Zhengchao Chen, Ting Shen, Cong Li & Xuan Yang. (2023) A Convolutional Neural Network for Coastal Aquaculture Extraction from High-Resolution Remote Sensing Imagery. Sustainability 15:6, pages 5332.
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Feng Li, Pengchao Zhang, Xin Huang, Jiabin Sun & Qian Li. (2022) Emergency Decision-Making for Middle Route of South-to-North Water Diversion Project Using Case-Based Reasoning and Prospect Theory. Sustainability 14:21, pages 13707.
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Yishuo Cui, Xuehong Zhang, Nan Jiang, Tianci Dong & Tao Xie. (2022) Remote sensing identification of marine floating raft aquaculture area based on sentinel-2A and DEM data. Frontiers in Marine Science 9.
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Yanan Sun, Xianyue Li, Haibin Shi, Jiaqi Cui, Weigang Wang, Hongyu Ma & Ning Chen. (2022) Modeling salinized wasteland using remote sensing with the integration of decision tree and multiple validation approaches in Hetao irrigation district of China. CATENA 209, pages 105854.
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Xin Ye, Wenhui Yu, Lina Lv, Shuying Zang & Hongwei Ni. (2021) An Improved Case-Based Reasoning Model for Simulating Urban Growth. Sustainability 13:11, pages 6146.
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Farnoosh Aslami & Ardavan Ghorbani. (2018) Object-based land-use/land-cover change detection using Landsat imagery: a case study of Ardabil, Namin, and Nir counties in northwest Iran. Environmental Monitoring and Assessment 190:7.
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Ming Li, Xinyan Zhu, Wei Guo, Peng Yue & Yaxin Fan. (2016) A Case-Based Reasoning Approach for Task-Driven Remote Sensing Image Discovery Under Spatial–Temporal Constraints. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9:1, pages 454-466.
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Jie Dou, Kuan-Tsung Chang, Shuisen Chen, Ali Yunus, Jin-King Liu, Huan Xia & Zhongfan Zhu. (2015) Automatic Case-Based Reasoning Approach for Landslide Detection: Integration of Object-Oriented Image Analysis and a Genetic Algorithm. Remote Sensing 7:4, pages 4318-4342.
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