A model of chlorophyll fluorescence in microalgae integrating photoproduction, photoinhibition and photoregulation
File(s)Paper_v7.pdf (230.86 KB)
Accepted version
Author(s)
Type
Journal Article
Abstract
This paper presents a mathematical model capable of quantitative prediction of the state of the photosynthetic apparatus of microalgae in terms of their open, closed and damaged reaction centers under variable light conditions. This model combines the processes of photoproduction and photoinhibition in the Han model with a novel mathematical representation of photoprotective mechanisms, including qE-quenching and qI-quenching. For calibration and validation purposes, the model can be used to simulate fluorescence fluxes, such as those measured in PAM fluorometry, as well as classical fluorescence indexes. A calibration is carried out for the microalga Nannochloropsis gaditana, whereby 9 out of the 13 model parameters are estimated with good statistical significance using the realized, minimal and maximal fluorescence fluxes measured from a typical PAM protocol. The model is further validated by considering a more challenging PAM protocol alternating periods of intense light and dark, showing a good ability to provide quantitative predictions of the fluorescence fluxes even though it was calibrated for a different and somewhat simpler PAM protocol. A promising application of the model is for the prediction of PI-response curves based on PAM fluorometry, together with the long-term prospect of combining it with hydrodynamic and light attenuation models for high-fidelity simulation and optimization of full-scale microalgae production systems.
Date Issued
2015-01-20
Date Acceptance
2014-12-01
Citation
Journal of Biotechnology, 2015, 194 (1), pp.91-99
ISSN
0168-1656
Publisher
Elsevier
Start Page
91
End Page
99
Journal / Book Title
Journal of Biotechnology
Volume
194
Issue
1
Copyright Statement
© 2014 Elsevier B.V. All rights reserved. Licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/
Sponsor
Commission of the European Communities
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000347721700013&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Grant Number
PCIG9-GA-2011-293953
Subjects
Science & Technology
Life Sciences & Biomedicine
Biotechnology & Applied Microbiology
Microalgae
Dynamic model
PAM fluorometry
Non photochemical quenching
Nannochloropsis gaditana
PHOTOSYNTHETIC ELECTRON-TRANSPORT
FAST REPETITION RATE
MECHANISTIC MODEL
LIGHT
PARAMETERS
BIODIESEL
Dynamic model
Microalgae
Nannochloropsis gaditana
Non-photochemical quenching
PAM fluorometry
Chlorophyll
Fluorescence
Microalgae
Chlorophyll
Fluorescence
Microalgae
06 Biological Sciences
09 Engineering
10 Technology
Biotechnology
Publication Status
Published
Date Publish Online
2014-12-16