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

School of Biological Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

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
Pages	5072-5075
Number of pages	4
DOIs	https://doi.org/10.1109/IGARSS.2007.4424002
Publication status	Published - 2007
Event	2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007 - Barcelona, Spain Duration: 23 Jun 2007 → 28 Jun 2007

Publication series

Name	International Geoscience and Remote Sensing Symposium (IGARSS)

Conference

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

Keywords

Data assimilation
Ensemble kalman filter
GORT
MODIS
NEP

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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). [4424002] (International Geoscience and Remote Sensing Symposium (IGARSS)). https://doi.org/10.1109/IGARSS.2007.4424002

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

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.",

keywords = "Data assimilation, Ensemble kalman filter, GORT, MODIS, NEP",

author = "T. Quaife and {De Kauwe}, M. and P. Lewis and M. Williams",

year = "2007",

doi = "10.1109/IGARSS.2007.4424002",

language = "English",

isbn = "1424412129",

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

pages = "5072--5075",

booktitle = "2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007",

note = "2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007 ; Conference date: 23-06-2007 Through 28-06-2007",

}

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, International Geoscience and Remote Sensing Symposium (IGARSS), 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. 2007. p. 5072-5075 4424002 (International Geoscience and Remote Sensing Symposium (IGARSS)).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

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AB - 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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M3 - Conference Contribution (Conference Proceeding)

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SN - 9781424412129

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BT - 2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007

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ER -

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. 2007. p. 5072-5075. 4424002. (International Geoscience and Remote Sensing Symposium (IGARSS)). 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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