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International Journal of Remote Sensing Volume 38, 2017 - Issue 14
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Articles

A comprehensive evaluation of classification algorithms for coral reef habitat mapping: challenges related to quantity, quality, and impurity of training samples

A. M. ChegoonianDepartment of Photogrammetry & Remote Sensing, K. N. Toosi University of Technology, Tehran, Iran
,
M. MokhtarzadeDepartment of Photogrammetry & Remote Sensing, K. N. Toosi University of Technology, Tehran, IranCorrespondence[email protected]
&
M. J. Valadan ZoejDepartment of Photogrammetry & Remote Sensing, K. N. Toosi University of Technology, Tehran, Iran
Pages 4224-4243 | Received 06 Feb 2016, Accepted 30 Mar 2017, Published online: 15 May 2017

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Amir M. Chegoonian, Nima Pahlevan, Kiana Zolfaghari, Peter R. Leavitt, John-Mark Davies, Helen M. Baulch & Claude R. Duguay. (2023) Comparative Analysis of Empirical and Machine Learning Models for Chla Extraction Using Sentinel-2 and Landsat OLI Data: Opportunities, Limitations, and Challenges. Canadian Journal of Remote Sensing 49:1.
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Zhao Bian, Ping Tang & Jun Yan. (2019) Land-cover classification from multiple classifiers using decision fusion based on the probabilistic graphical model. International Journal of Remote Sensing 40:12, pages 4560-4576.
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Articles from other publishers (8)

Wendy Diruit, Thomas Burel, Touria Bajjouk, Anthony Le Bris, Sophie Richier, Sara Terrin, Mathieu Helias, Valérie Stiger-Pouvreau & Erwan Ar Gall. (2024) Comparison of supervised classifications to discriminate seaweed-dominated habitats through hyperspectral imaging data. Journal of Applied Phycology.
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Amir M. Chegoonian, Peter R. Leavitt, Kiana Zolfaghari, John-Mark Davies, Helen M. Baulch & Claude R. Duguay. (2022) Regional Upscaling of Chlorophyll-A Retrieval from Small Eutrophic Lakes Via Sentinel-2. Regional Upscaling of Chlorophyll-A Retrieval from Small Eutrophic Lakes Via Sentinel-2.
Christopher Burns, Barbara Bollard & Ajit Narayanan. (2022) Machine-Learning for Mapping and Monitoring Shallow Coral Reef Habitats. Remote Sensing 14:11, pages 2666.
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Teo Nguyen, Benoît Liquet, Kerrie Mengersen & Damien Sous. (2021) Mapping of Coral Reefs with Multispectral Satellites: A Review of Recent Papers. Remote Sensing 13:21, pages 4470.
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Behnam Nikparvar & Jean-Claude Thill. (2021) Machine Learning of Spatial Data. ISPRS International Journal of Geo-Information 10:9, pages 600.
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Amir M. Chegoonian, Kiana Zolfaghari, Helen M. Baulch & Claude R. Duguay. (2021) Support Vector Regression for Chlorophyll-A Estimation Using Sentinel-2 Images in Small Waterbodies. Support Vector Regression for Chlorophyll-A Estimation Using Sentinel-2 Images in Small Waterbodies.
Zhenjin Zhou, Lei Ma, Tengyu Fu, Ge Zhang, Mengru Yao & Manchun Li. (2018) Change Detection in Coral Reef Environment Using High-Resolution Images: Comparison of Object-Based and Pixel-Based Paradigms. ISPRS International Journal of Geo-Information 7:11, pages 441.
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Ruobing Zheng, Guoqiang Wu, Chao Yan, Renyu Zhang, Ze Luo & Baoping Yan. (2018) Exploration in Mapping Kernel-Based Home Range Models from Remote Sensing Imagery with Conditional Adversarial Networks. Remote Sensing 10:11, pages 1722.
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