An Analysis of Improved Ross-Li Models on the Ability of Estimationg Albedo under Large Solar Zenith Angle by Polder Datasets

Yaxuan Chang; Ziti Jiao; Xiaoning Zhang; Yadong Dong; Siyang Yin; Lei Cui; Anxin DIng; Jing Guo; Rui Xie

doi:10.1109/IGARSS.2019.8898553

An Analysis of Improved Ross-Li Models on the Ability of Estimationg Albedo under Large Solar Zenith Angle by Polder Datasets

Yaxuan Chang, Ziti Jiao, Xiaoning Zhang, Yadong Dong, Siyang Yin, Lei Cui, Anxin DIng, Jing Guo, Rui Xie

Beijing Normal University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Abstract

Surface albedo is a key parameter controlling the earth energy budget, which can be estimated by integrating the Bidirectional Reflectance Distribution Function (BRDF). The semi-empirical kernel-driven BRDF models has been widely used in BRDF/Albedo products, MODIS products for instance (Schaaf et al., 2002). However, these albedo products are suspect under large SZA (Liu et al., 2009). With the hotspot improved kernel-driven models, it is necessary to assess the property of these models. In this study, two POLDER datasets are utilized to access these models by root-mean-square error (RMSE) and relative RMSE (RMSE r). Then, cross-comparison between albedos estimated by improved models under several SZAs is analyzed by POLDER and the concurrence MODIS pixels. This study is aimed at choosing suitable models for albedo estimation under different angular situations to retrieve more accurate albedo.

Original language	English
Title of host publication	2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	6708-6711
Number of pages	4
ISBN (Electronic)	9781538691540
DOIs	https://doi.org/10.1109/IGARSS.2019.8898553
Publication status	Published - Jul 2019
Externally published	Yes
Event	39th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Yokohama, Japan Duration: 28 Jul 2019 → 2 Aug 2019

Publication series

Name	International Geoscience and Remote Sensing Symposium (IGARSS)

Conference

Conference	39th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019
Country/Territory	Japan
City	Yokohama
Period	28/07/19 → 2/08/19

Keywords

BRDF
albedo
hotspot correction
kernel-driven model

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10.1109/IGARSS.2019.8898553

Cite this

Chang, Y., Jiao, Z., Zhang, X., Dong, Y., Yin, S., Cui, L., DIng, A., Guo, J., & Xie, R. (2019). An Analysis of Improved Ross-Li Models on the Ability of Estimationg Albedo under Large Solar Zenith Angle by Polder Datasets. In 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings (pp. 6708-6711). Article 8898553 (International Geoscience and Remote Sensing Symposium (IGARSS)). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IGARSS.2019.8898553

Chang, Yaxuan ; Jiao, Ziti ; Zhang, Xiaoning et al. / An Analysis of Improved Ross-Li Models on the Ability of Estimationg Albedo under Large Solar Zenith Angle by Polder Datasets. 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 6708-6711 (International Geoscience and Remote Sensing Symposium (IGARSS)).

@inproceedings{635cf252cdc44f88b9ea619451756977,

title = "An Analysis of Improved Ross-Li Models on the Ability of Estimationg Albedo under Large Solar Zenith Angle by Polder Datasets",

abstract = "Surface albedo is a key parameter controlling the earth energy budget, which can be estimated by integrating the Bidirectional Reflectance Distribution Function (BRDF). The semi-empirical kernel-driven BRDF models has been widely used in BRDF/Albedo products, MODIS products for instance (Schaaf et al., 2002). However, these albedo products are suspect under large SZA (Liu et al., 2009). With the hotspot improved kernel-driven models, it is necessary to assess the property of these models. In this study, two POLDER datasets are utilized to access these models by root-mean-square error (RMSE) and relative RMSE (RMSE r). Then, cross-comparison between albedos estimated by improved models under several SZAs is analyzed by POLDER and the concurrence MODIS pixels. This study is aimed at choosing suitable models for albedo estimation under different angular situations to retrieve more accurate albedo.",

keywords = "BRDF, albedo, hotspot correction, kernel-driven model",

author = "Yaxuan Chang and Ziti Jiao and Xiaoning Zhang and Yadong Dong and Siyang Yin and Lei Cui and Anxin DIng and Jing Guo and Rui Xie",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 39th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 ; Conference date: 28-07-2019 Through 02-08-2019",

year = "2019",

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doi = "10.1109/IGARSS.2019.8898553",

language = "English",

series = "International Geoscience and Remote Sensing Symposium (IGARSS)",

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Chang, Y, Jiao, Z, Zhang, X, Dong, Y, Yin, S, Cui, L, DIng, A, Guo, J & Xie, R 2019, An Analysis of Improved Ross-Li Models on the Ability of Estimationg Albedo under Large Solar Zenith Angle by Polder Datasets. in 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings., 8898553, International Geoscience and Remote Sensing Symposium (IGARSS), Institute of Electrical and Electronics Engineers Inc., pp. 6708-6711, 39th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019, Yokohama, Japan, 28/07/19. https://doi.org/10.1109/IGARSS.2019.8898553

An Analysis of Improved Ross-Li Models on the Ability of Estimationg Albedo under Large Solar Zenith Angle by Polder Datasets. / Chang, Yaxuan; Jiao, Ziti; Zhang, Xiaoning et al.
2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. p. 6708-6711 8898553 (International Geoscience and Remote Sensing Symposium (IGARSS)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - An Analysis of Improved Ross-Li Models on the Ability of Estimationg Albedo under Large Solar Zenith Angle by Polder Datasets

AU - Chang, Yaxuan

AU - Jiao, Ziti

AU - Zhang, Xiaoning

AU - Dong, Yadong

AU - Yin, Siyang

AU - Cui, Lei

AU - DIng, Anxin

AU - Guo, Jing

AU - Xie, Rui

PY - 2019/7

Y1 - 2019/7

N2 - Surface albedo is a key parameter controlling the earth energy budget, which can be estimated by integrating the Bidirectional Reflectance Distribution Function (BRDF). The semi-empirical kernel-driven BRDF models has been widely used in BRDF/Albedo products, MODIS products for instance (Schaaf et al., 2002). However, these albedo products are suspect under large SZA (Liu et al., 2009). With the hotspot improved kernel-driven models, it is necessary to assess the property of these models. In this study, two POLDER datasets are utilized to access these models by root-mean-square error (RMSE) and relative RMSE (RMSE r). Then, cross-comparison between albedos estimated by improved models under several SZAs is analyzed by POLDER and the concurrence MODIS pixels. This study is aimed at choosing suitable models for albedo estimation under different angular situations to retrieve more accurate albedo.

AB - Surface albedo is a key parameter controlling the earth energy budget, which can be estimated by integrating the Bidirectional Reflectance Distribution Function (BRDF). The semi-empirical kernel-driven BRDF models has been widely used in BRDF/Albedo products, MODIS products for instance (Schaaf et al., 2002). However, these albedo products are suspect under large SZA (Liu et al., 2009). With the hotspot improved kernel-driven models, it is necessary to assess the property of these models. In this study, two POLDER datasets are utilized to access these models by root-mean-square error (RMSE) and relative RMSE (RMSE r). Then, cross-comparison between albedos estimated by improved models under several SZAs is analyzed by POLDER and the concurrence MODIS pixels. This study is aimed at choosing suitable models for albedo estimation under different angular situations to retrieve more accurate albedo.

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KW - hotspot correction

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M3 - Conference contribution

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T3 - International Geoscience and Remote Sensing Symposium (IGARSS)

SP - 6708

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BT - 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 39th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019

Y2 - 28 July 2019 through 2 August 2019

ER -

Chang Y, Jiao Z, Zhang X, Dong Y, Yin S, Cui L et al. An Analysis of Improved Ross-Li Models on the Ability of Estimationg Albedo under Large Solar Zenith Angle by Polder Datasets. In 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2019. p. 6708-6711. 8898553. (International Geoscience and Remote Sensing Symposium (IGARSS)). doi: 10.1109/IGARSS.2019.8898553

An Analysis of Improved Ross-Li Models on the Ability of Estimationg Albedo under Large Solar Zenith Angle by Polder Datasets

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Keywords

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