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Canadian Journal of Remote Sensing
Journal canadien de télédétection
Volume 46, 2020 - Issue 6
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Articles

Object-Based Wetland Classification Using Multi-Feature Combination of Ultra-High Spatial Resolution Multispectral Images

Classification orientée-objet des milieux humides à l’aide d’une combinaison multi-paramètres d’images multispectrales à résolution spatiale ultra-haute

Renfang Genga School of Remote Sensing and Geomatics Engineering, Nanjing University of Information Science and Technology, Nanjing210044, ChinaView further author information
,
Shuanggen Jina School of Remote Sensing and Geomatics Engineering, Nanjing University of Information Science and Technology, Nanjing210044, China;b Shanghai Astronomical Observatory, Chinese Academy of Sciences, Shanghai200030, ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-5108-4828View further author information
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Bolin Fuc College of Geomatics and Geoinformation, Guilin University of Technology, Guilin541004, ChinaCorrespondence[email protected]
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Bin Wangd School of Geography and Information Engineering, China University of Geosciences, Wuhan430074, ChinaView further author information
Pages 784-802 | Received 25 Sep 2020, Accepted 03 Jan 2021, Published online: 19 Jan 2021

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Jinyu Li, Shengjia Zhang, Chao Zhang & Hongchun Zhu. (2023) Distinguishing Ulva prolifera and Sargassum horneri by using multi-feature-based ResUnet algorithm. Marine Geodesy 46:4, pages 376-401.
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Ruhan A.Xiaodong Mu, Lei Feng & Jingyuan He. (2021) A Fast Recursive LRX Algorithm with Extended Morphology Profile for Hyperspectral Anomaly Detection. Canadian Journal of Remote Sensing 47:5, pages 731-748.
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Articles from other publishers (8)

Jianjun Chen, Zizhen Chen, Renjie Huang, Haotian You, Xiaowen Han, Tao Yue & Guoqing Zhou. (2023) The Effects of Spatial Resolution and Resampling on the Classification Accuracy of Wetland Vegetation Species and Ground Objects: A Study Based on High Spatial Resolution UAV Images. Drones 7:1, pages 61.
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Stéphanie Diane Konan Houphlet, Pauline Dusseux, Adjo Estelle Geneviève Adiko, Arthur Brice Konan-Waidhet, François Munoz, Sylvain Bigot & Constant Yves Adou Yao. (2022) Object-based characterization of vegetation heterogeneity with sentinel images proves efficient in a highly human-influenced National Park of Côte d’Ivoire. Environmental Monitoring and Assessment 195:1.
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Hamid Jafarzadeh, Masoud Mahdianpari, Eric W. Gill, Brian Brisco & Fariba Mohammadimanesh. (2022) Remote Sensing and Machine Learning Tools to Support Wetland Monitoring: A Meta-Analysis of Three Decades of Research. Remote Sensing 14:23, pages 6104.
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Xiangcai Li, Jinyan Tian, Xiaojuan Li, Le Wang, Huili Gong, Chen Shi, Sheng Nie, Lin Zhu, Beibei Chen, Yun Pan, Jijun He, Rongguang Ni & Chunyuan Diao. (2022) Developing a sub-meter phenological spectral feature for mapping poplars and willows in urban environment. ISPRS Journal of Photogrammetry and Remote Sensing 193, pages 77-89.
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Qi Liu, Bolin Fu, Zhili Chen, Li Chen, Lixi Liu, Wudi Peng, Yaquan Liang & Lin Chen. (2022) Evaluating Effects of Post-Fire Climate and Burn Severity on the Early-Term Regeneration of Forest and Shrub Communities in the San Gabriel Mountains of California from Sentinel-2(MSI) Images. Forests 13:7, pages 1060.
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Bolin Fu, Pingping Zuo, Man Liu, Guiwen Lan, Hongchang He, Zhinan Lao, Ya Zhang, Donglin Fan & Ertao Gao. (2022) Classifying vegetation communities karst wetland synergistic use of image fusion and object-based machine learning algorithm with Jilin-1 and UAV multispectral images. Ecological Indicators 140, pages 108989.
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Rui Zhou, Chao Yang, Enhua Li, Xiaobin Cai, Jiao Yang & Ying Xia. (2021) Object-Based Wetland Vegetation Classification Using Multi-Feature Selection of Unoccupied Aerial Vehicle RGB Imagery. Remote Sensing 13:23, pages 4910.
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Yuyan Liu, Ri Jin & Weihong Zhu. (2021) Conversion of Natural Wetland to Farmland in the Tumen River Basin: Human and Environmental Factors. Remote Sensing 13:17, pages 3498.
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