Assimilating MODIS reflectance data into an ecosystem model to improve estimates of terrestrial carbon flux: Recent progress

T. Quaife; M. De Kauwe; P. Lewis; M. Williams

doi:10.1109/IGARSS.2007.4424002

Assimilating MODIS reflectance data into an ecosystem model to improve estimates of terrestrial carbon flux: Recent progress

T. Quaife^*, M. De Kauwe, P. Lewis, M. Williams

^*Corresponding author for this work

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

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Abstract

This paper details recent progress in the assimilation of top of canopy reflectance data into an ecosystem model to constrain estimates of net carbon flux. Previous work has demonstrated the feasibility of such an approach but its application at wide spatial scales remains relatively un explored. Two aspects of this are examined in this paper: the requirement to provide spatialised reflectance model parameters and the restating of an ecosystem model to optimise it for assimilating EO data.

Original language	English
Title of host publication	2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007
Place of Publication	Piscataway, NJ
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	5072-5075
Number of pages	4
ISBN (Print)	1424412129, 9781424412129
DOIs	https://doi.org/10.1109/IGARSS.2007.4424002
Publication status	Published - 2007
Externally published	Yes
Event	2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007 - Barcelona, Spain Duration: 23 Jun 2007 → 28 Jun 2007

Other

Other	2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007
Country/Territory	Spain
City	Barcelona
Period	23/06/07 → 28/06/07

Bibliographical note

Copyright 2007 IEEE. Reprinted from 2007 IEEE International Geoscience and Remote Sensing Symposium : 23-27 July, 2007, Barcelona, Spain. This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of Macquarie Universityâ€™s products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to [email protected]. By choosing to view this document, you agree to all provisions of the copyright laws protecting it.

Keywords

Data assimilation
Ensemble kalman filter
GORT
MODIS
NEP

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10.1109/IGARSS.2007.4424002

Publisher version (open access).pdfFinal published version, 342 KB

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Quaife, T., De Kauwe, M., Lewis, P., & Williams, M. (2007). Assimilating MODIS reflectance data into an ecosystem model to improve estimates of terrestrial carbon flux: Recent progress. In 2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007 (pp. 5072-5075). Article 4424002 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/IGARSS.2007.4424002

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abstract = "This paper details recent progress in the assimilation of top of canopy reflectance data into an ecosystem model to constrain estimates of net carbon flux. Previous work has demonstrated the feasibility of such an approach but its application at wide spatial scales remains relatively un explored. Two aspects of this are examined in this paper: the requirement to provide spatialised reflectance model parameters and the restating of an ecosystem model to optimise it for assimilating EO data.",

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Quaife, T, De Kauwe, M, Lewis, P & Williams, M 2007, Assimilating MODIS reflectance data into an ecosystem model to improve estimates of terrestrial carbon flux: Recent progress. in 2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007., 4424002, Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, pp. 5072-5075, 2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007, Barcelona, Spain, 23/06/07. https://doi.org/10.1109/IGARSS.2007.4424002

Assimilating MODIS reflectance data into an ecosystem model to improve estimates of terrestrial carbon flux: Recent progress. / Quaife, T.; De Kauwe, M.; Lewis, P. et al.
2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2007. p. 5072-5075 4424002.

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

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Quaife T, De Kauwe M, Lewis P, Williams M. Assimilating MODIS reflectance data into an ecosystem model to improve estimates of terrestrial carbon flux: Recent progress. In 2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE). 2007. p. 5072-5075. 4424002 doi: 10.1109/IGARSS.2007.4424002

Assimilating MODIS reflectance data into an ecosystem model to improve estimates of terrestrial carbon flux: Recent progress

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Keywords

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