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Bias Reduction in Machine Learning Classifiers for Spatiotemporal Analysis of Coral Reefs Using Remote Sensing Images

机译：使用遥感图像对珊瑚礁进行时空分析的机器学习分类器中的偏倚减少

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作者
Gapper, Justin J.;
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作者单位

Chapman University.;

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授予单位 Chapman University.;
学科
学位 Ph.D.
年度 2019
页码 184 p.
总页数 184
原文格式 PDF
正文语种 eng
中图分类
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专利

1. Hierarchical Filtering Strategy for Registration of Remote Sensing Images of Coral Reefs [J] . Liang Cheng, Yuzhe Pian, Zhenjie Chen, Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of . 2016,第7期

机译：珊瑚礁遥感图像配准的分层过滤策略
2. Spectral reflectance of coral reef bottom-types worldwide and implications for coral reef remote sensing [J] . Hochberg EJ., Atkinson MJ., Andrefouet S. Remote Sensing of Environment: An Interdisciplinary Journal . 2003,第2期

机译：全球珊瑚礁底部类型的光谱反射率及其对珊瑚礁遥感的影响
3. Mahalanobis distance–based kernel supervised machine learning in spectral dimensionality reduction for hyperspectral imaging remote sensing [J] . Jing Liu, Yulong Qiao International Journal of Distributed Sensor Networks . 2020,第11期

机译：基于Mahalanobis距离的核心监督机器学习频谱维度降低，用于高光谱成像遥感
4. Analysis of the Coral Reef Evolution Based on Satellite Remote Sensing Images [C] . Mingxiao Xie, Yin Cai, Mengguo Li International Conference on Measurement, Instrumentation and Automation . 2013

机译：基于卫星遥感图像的珊瑚礁演化分析
5. Spatial and Temporal Variability of Remotely Sensed Ocean Color Parameters in Coral Reef Regions. [D] . Otis, Daniel Brooks. 2012

机译：珊瑚礁区域遥感海洋颜色参数的时空变化。
6. Reef Cover a coral reef classification for global habitat mapping from remote sensing [O] . Emma V. Kennedy, Chris M. Roelfsema, Mitchell B. Lyons, 2021

机译：Reef Cover遥感来自全球栖息地映射的珊瑚礁分类
7. Spatiotemporal dynamics and exposure analysis of daily PM2.5 using a remote sensing-based machine learning model and multi-time meteorological parameters [O] . Binjie Chen, Yi Lin, Jinsong Deng, 2021

机译：使用遥感的机器学习模型和多次气象参数日常PM2.5天空动力学和曝光分析
8. Machine learning approach to automated construction of knowledge bases for expert systems for remote sensing image analysis with GIS data [R] . Huang, X. , Jensen, J. R. , Mackey, H. E. 1995

机译：利用GIs数据自动构建专家系统知识库的机器学习方法，用于遥感图像分析

Bias Reduction in Machine Learning Classifiers for Spatiotemporal Analysis of Coral Reefs Using Remote Sensing Images

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