Consideration of Correlations in Radiometric Measurements of the Environment.

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Title: Consideration of Correlations in Radiometric Measurements of the Environment.
Authors: Brown, Steven W.1 (AUTHOR) swbrown@nist.gov, Litorja, Maritoni A.1 (AUTHOR), Marrs, Julia K.1 (AUTHOR), Allen, David W.1 (AUTHOR)
Source: Remote Sensing. May2026, Vol. 18 Issue 9, p1286. 13p.
Subjects: Reflectance measurement, Calibration, Statistical measurement, Radio measurements, Remote sensing devices, Environmental monitoring, Measurement errors, Spectrographs
Abstract: Highlights: What are the main findings? We introduce a multiple-input, fiber-coupled spectrograph that enables multiple measurements from disparate targets to be acquired simultaneously. Using this instrument, a metric toward furthering understanding of covariance timescales of two environmental measurements is developed. Acquiring the reflectance of a target by two instruments simultaneously may reduce the Type A contribution to the uncertainty budget by a factor of 2 to 3 over measurements taken several minutes apart. What are the implications of the main findings? Results presented in this work may positively influence data acquisition protocols for teams that map the reflectance of vicarious calibrations sites prior to a satellite sensor overpass. Reducing the uncertainty in environmental measurements may reduce the uncertainty in the vicarious calibration of a satellite sensor. Vicarious calibration is a technique that makes use of radiometrically stable targets such as dry lakebeds, desert sites, and open grasslands for the post-launch calibration of a satellite sensor. Top-of-the-atmosphere radiances or reflectances are provided from those sites for the calibration of a sensor. The reflectance of a remote sensing vicarious calibration site is measured by ratioing the signal from a ground target to the signal from a reference target, often a white panel made of PTFE whose reflectance is known. When physically mapping a vicarious calibration site prior to a satellite sensor overflight, there can be elapsed times between the two measurements as great as 10 min. The solar illumination can vary on time scales relevant to the time between measurements of a ground target and a reference panel, impacting the variance in the measured reflectance. In this work, we explore the impact of a temporal delay between two measurements taken outdoors on the Type A uncertainties in their ratios. A factor of 3 reduction in the Coefficient of Variation of the ratio taken simultaneously versus sequentially with delays on the order of 10 min was realized. Implications for protocols employed to measure the surface reflectance at sites used for the vicarious calibration of aircraft and satellite sensors are discussed. [ABSTRACT FROM AUTHOR]
Copyright of Remote Sensing is the property of MDPI and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Data: Consideration of Correlations in Radiometric Measurements of the Environment.
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  Data: <searchLink fieldCode="AR" term="%22Brown%2C+Steven+W%2E%22">Brown, Steven W.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> swbrown@nist.gov</i><br /><searchLink fieldCode="AR" term="%22Litorja%2C+Maritoni+A%2E%22">Litorja, Maritoni A.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Marrs%2C+Julia+K%2E%22">Marrs, Julia K.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Allen%2C+David+W%2E%22">Allen, David W.</searchLink><relatesTo>1</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Remote+Sensing%22">Remote Sensing</searchLink>. May2026, Vol. 18 Issue 9, p1286. 13p.
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  Data: <searchLink fieldCode="DE" term="%22Reflectance+measurement%22">Reflectance measurement</searchLink><br /><searchLink fieldCode="DE" term="%22Calibration%22">Calibration</searchLink><br /><searchLink fieldCode="DE" term="%22Statistical+measurement%22">Statistical measurement</searchLink><br /><searchLink fieldCode="DE" term="%22Radio+measurements%22">Radio measurements</searchLink><br /><searchLink fieldCode="DE" term="%22Remote+sensing+devices%22">Remote sensing devices</searchLink><br /><searchLink fieldCode="DE" term="%22Environmental+monitoring%22">Environmental monitoring</searchLink><br /><searchLink fieldCode="DE" term="%22Measurement+errors%22">Measurement errors</searchLink><br /><searchLink fieldCode="DE" term="%22Spectrographs%22">Spectrographs</searchLink>
– Name: Abstract
  Label: Abstract
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  Data: Highlights: What are the main findings? We introduce a multiple-input, fiber-coupled spectrograph that enables multiple measurements from disparate targets to be acquired simultaneously. Using this instrument, a metric toward furthering understanding of covariance timescales of two environmental measurements is developed. Acquiring the reflectance of a target by two instruments simultaneously may reduce the Type A contribution to the uncertainty budget by a factor of 2 to 3 over measurements taken several minutes apart. What are the implications of the main findings? Results presented in this work may positively influence data acquisition protocols for teams that map the reflectance of vicarious calibrations sites prior to a satellite sensor overpass. Reducing the uncertainty in environmental measurements may reduce the uncertainty in the vicarious calibration of a satellite sensor. Vicarious calibration is a technique that makes use of radiometrically stable targets such as dry lakebeds, desert sites, and open grasslands for the post-launch calibration of a satellite sensor. Top-of-the-atmosphere radiances or reflectances are provided from those sites for the calibration of a sensor. The reflectance of a remote sensing vicarious calibration site is measured by ratioing the signal from a ground target to the signal from a reference target, often a white panel made of PTFE whose reflectance is known. When physically mapping a vicarious calibration site prior to a satellite sensor overflight, there can be elapsed times between the two measurements as great as 10 min. The solar illumination can vary on time scales relevant to the time between measurements of a ground target and a reference panel, impacting the variance in the measured reflectance. In this work, we explore the impact of a temporal delay between two measurements taken outdoors on the Type A uncertainties in their ratios. A factor of 3 reduction in the Coefficient of Variation of the ratio taken simultaneously versus sequentially with delays on the order of 10 min was realized. Implications for protocols employed to measure the surface reflectance at sites used for the vicarious calibration of aircraft and satellite sensors are discussed. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
  Label:
  Group: Ab
  Data: <i>Copyright of Remote Sensing is the property of MDPI and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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      – Type: doi
        Value: 10.3390/rs18091286
    Languages:
      – Code: eng
        Text: English
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      Pagination:
        PageCount: 13
        StartPage: 1286
    Subjects:
      – SubjectFull: Reflectance measurement
        Type: general
      – SubjectFull: Calibration
        Type: general
      – SubjectFull: Statistical measurement
        Type: general
      – SubjectFull: Radio measurements
        Type: general
      – SubjectFull: Remote sensing devices
        Type: general
      – SubjectFull: Environmental monitoring
        Type: general
      – SubjectFull: Measurement errors
        Type: general
      – SubjectFull: Spectrographs
        Type: general
    Titles:
      – TitleFull: Consideration of Correlations in Radiometric Measurements of the Environment.
        Type: main
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            NameFull: Brown, Steven W.
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            NameFull: Litorja, Maritoni A.
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            NameFull: Marrs, Julia K.
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            NameFull: Allen, David W.
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            – D: 01
              M: 05
              Text: May2026
              Type: published
              Y: 2026
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