Assimilation of satellite observations for the estimation of Savanna gross primary production

Michele Meroni; Felix Rembold; Mirco Migliavacca; Jonas Ardö

doi:10.1109/IGARSS.2015.7326553

Assimilation of satellite observations for the estimation of Savanna gross primary production

Michele Meroni, Felix Rembold, Mirco Migliavacca, Jonas Ardö

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

Abstract

Monitoring vegetation gross primary production (GPP) is required for both carbon balance studies and early warning systems aiming to detect unfavorable crop and pasture conditions. This manuscript describes the assimilation of MODIS observations by a simple process model, fed by meteorological data (temperature, incident radiation and rainfall) and linked with a canopy reflectance model, to estimate GPP. GPP simulations are benchmarked against eddy covariance data collected in a semi-arid environment of a sparse Savanna in the Sudan.

Original language	English
Title of host publication	2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings
Publisher	IEEE - Institute of Electrical and Electronics Engineers Inc.
Pages	3416-3418
Number of pages	3
ISBN (Electronic)	9781479979295
DOIs	https://doi.org/10.1109/IGARSS.2015.7326553
Publication status	Published - 2015 Nov 10
Event	IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Milan, Italy Duration: 2015 Jul 26 → 2015 Jul 31

Conference

Conference	IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015
Country/Territory	Italy
City	Milan
Period	2015/07/26 → 2015/07/31

Subject classification (UKÄ)

Physical Geography

Free keywords

assimilation
GPP
MODIS
process model
radiative transfer

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10.1109/IGARSS.2015.7326553

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Meroni, M., Rembold, F., Migliavacca, M., & Ardö, J. (2015). Assimilation of satellite observations for the estimation of Savanna gross primary production. In 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings (pp. 3416-3418). Article 7326553 IEEE - Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IGARSS.2015.7326553

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title = "Assimilation of satellite observations for the estimation of Savanna gross primary production",

abstract = "Monitoring vegetation gross primary production (GPP) is required for both carbon balance studies and early warning systems aiming to detect unfavorable crop and pasture conditions. This manuscript describes the assimilation of MODIS observations by a simple process model, fed by meteorological data (temperature, incident radiation and rainfall) and linked with a canopy reflectance model, to estimate GPP. GPP simulations are benchmarked against eddy covariance data collected in a semi-arid environment of a sparse Savanna in the Sudan.",

keywords = "assimilation, GPP, MODIS, process model, radiative transfer",

author = "Michele Meroni and Felix Rembold and Mirco Migliavacca and Jonas Ard{\"o}",

year = "2015",

month = nov,

day = "10",

doi = "10.1109/IGARSS.2015.7326553",

language = "English",

pages = "3416--3418",

booktitle = "2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings",

publisher = "IEEE - Institute of Electrical and Electronics Engineers Inc.",

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note = "IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 ; Conference date: 26-07-2015 Through 31-07-2015",

}

Meroni, M, Rembold, F, Migliavacca, M & Ardö, J 2015, Assimilation of satellite observations for the estimation of Savanna gross primary production. in 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings., 7326553, IEEE - Institute of Electrical and Electronics Engineers Inc., pp. 3416-3418, IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015, Milan, Italy, 2015/07/26. https://doi.org/10.1109/IGARSS.2015.7326553

Assimilation of satellite observations for the estimation of Savanna gross primary production. / Meroni, Michele; Rembold, Felix; Migliavacca, Mirco et al.
2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., 2015. p. 3416-3418 7326553.

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

TY - GEN

T1 - Assimilation of satellite observations for the estimation of Savanna gross primary production

AU - Meroni, Michele

AU - Rembold, Felix

AU - Migliavacca, Mirco

AU - Ardö, Jonas

PY - 2015/11/10

Y1 - 2015/11/10

N2 - Monitoring vegetation gross primary production (GPP) is required for both carbon balance studies and early warning systems aiming to detect unfavorable crop and pasture conditions. This manuscript describes the assimilation of MODIS observations by a simple process model, fed by meteorological data (temperature, incident radiation and rainfall) and linked with a canopy reflectance model, to estimate GPP. GPP simulations are benchmarked against eddy covariance data collected in a semi-arid environment of a sparse Savanna in the Sudan.

AB - Monitoring vegetation gross primary production (GPP) is required for both carbon balance studies and early warning systems aiming to detect unfavorable crop and pasture conditions. This manuscript describes the assimilation of MODIS observations by a simple process model, fed by meteorological data (temperature, incident radiation and rainfall) and linked with a canopy reflectance model, to estimate GPP. GPP simulations are benchmarked against eddy covariance data collected in a semi-arid environment of a sparse Savanna in the Sudan.

KW - assimilation

KW - GPP

KW - MODIS

KW - process model

KW - radiative transfer

UR - https://www.scopus.com/pages/publications/84962556180

U2 - 10.1109/IGARSS.2015.7326553

DO - 10.1109/IGARSS.2015.7326553

M3 - Paper in conference proceeding

AN - SCOPUS:84962556180

SP - 3416

EP - 3418

BT - 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings

PB - IEEE - Institute of Electrical and Electronics Engineers Inc.

T2 - IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015

Y2 - 26 July 2015 through 31 July 2015

ER -

Assimilation of satellite observations for the estimation of Savanna gross primary production

Abstract

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Subject classification (UKÄ)

Free keywords

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