A Bayesian estimator for linear calibration error effects in thermal remote sensing

Morgan J.A.

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A Bayesian estimator for linear calibration error effects in thermal remote sensing

机译：热感测中线性校准误差影响的贝叶斯估计器

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The Bayesian land surface temperature estimator previously developed has been extended to include the effects of imperfectly known gain and offset calibration errors. It is possible to treat both gain and offset as nuisance parameters and, by integrating over an uninformative range for their magnitudes, eliminate the dependence of surface temperature and emissivity estimates upon the exact calibration error.

机译：先前开发的贝叶斯陆地表面温度估算器已扩展为包括不完全已知的增益和偏移校准误差的影响。可以将增益和失调都当作干扰参数，并通过在幅度上不合理的范围内积分，消除表面温度和发射率估计值对精确校准误差的依赖性。

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《IEEE Geoscience and Remote Sensing Letters》 |2006年第1期|p.117-119|共3页
作者
Morgan J.A.;
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正文语种 eng
中图分类测绘遥感技术;
关键词
geophysical techniques; land surface temperature; remote sensing; Bayesian land surface temperature; gain calibration error; linear calibration error effects; offset calibration error; surface emissivity; thermal remote sensing; Land surface temperature (LST); rem;

机译：地球物理技术;地表温度;遥感;贝叶斯地表温度;增益校准误差;线性校准误差效应;偏移校准误差;地表发射率;热遥感;地表温度（LST）;雷姆;

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2. Optimal mean-square-error calibration of classifier error estimators under Bayesian models [J] . Dalton L.A., Dougherty E.R. Pattern Recognition: The Journal of the Pattern Recognition Society . 2012,第6期

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3. Model-based mean square error estimators for k-nearest neighbour predictions and applications using remotely sensed data for forest inventories [J] . Magnussen S, McRoberts RE, Tomppo EO Remote Sensing of Environment: An Interdisciplinary Journal . 2009,第3期

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4. Calibration errors in cloud-base temperature remote sensing with ground-based infrared radiometers [C] . Joseph A. Shaw, National Oceanic, Atmospheric Administration, Atmospheric Propagation and Remote Sensing . 1992

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5. Characterizing thermal features from multi-spectral remote sensing data using dynamic calibration procedures. [D] . Hardy, Colin C. 2005

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6. Robust best linear estimator for Cox regression with instrumental variables in whole cohort and surrogates with additive measurement error in calibration sample [O] . Ching-Yun Wang, Xiao Song -1

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7. A Bayesian Estimator for Linear Calibration Error Effects in Thermal Remote Sensing [O] . Morgan, J A 2005

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8. Calibration of Infrared Radiometers for Cloud-Base Temperature Remote Sensing: Technique and Error Analysis [R] . Shaw, J. A. 1991

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A Bayesian estimator for linear calibration error effects in thermal remote sensing

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