Validation of a simple model accounting for light and temperature effect on microalgal growth

被引:216
作者
Bernard, Olivier [1 ]
Remond, Barbara [1 ,2 ,3 ]
机构
[1] INRIA Sophia Antipolis Mediterranee, BIOCORE, F-06902 Sophia Antipolis, France
[2] CNRS, Lab Oceanog Villefranche, F-06234 Villefranche Sur Mer, France
[3] Univ Paris 06, F-06234 Villefranche Sur Mer, France
关键词
Microalgae; Modelling; Temperature; Biofuel; PHAEODACTYLUM-TRICORNUTUM BACILLARIOPHYCEAE; ALGAL GROWTH; MARINE-PHYTOPLANKTON; RATES; PHOTOSYNTHESIS; NUTRIENTS; RESPONSES; BIOFUELS;
D O I
10.1016/j.biortech.2012.07.022
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
A new model is set up to represent the effect of temperature and light on microalgae growth, and predict the productivity of outdoor microalgae based processes. This model includes three cardinal temperatures (T-min, T-opt, and T-max) and three parameters associated to the light response (mu(max), l(opt), and alpha). These six parameters have a clear biological meaning which makes model calibration straightforward. An algorithm to estimate both the model parameters and their associated confidence regions is developed. Results show that this model can successfully represent experimental data sets from 15 species cultivated in different experimental conditions. The model predictions, when compared to realistic temperatures recorded in outdoor photobioreactors or raceways, point out a strong decrease of productivity due to over-warming for most commercial species. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:520 / 527
页数:8
相关论文
共 34 条
  • [1] TEMPERATURE FUNCTIONS IN BIOLOGY AND THEIR APPLICATION TO ALGAL GROWTH CONSTANTS
    AHLGREN, G
    [J]. OIKOS, 1987, 49 (02) : 177 - 190
  • [2] Growth of dinoflagellates, Ceratium furca and Ceratium fusus in Sagami Bay, Japan:: The role of nutrients
    Baek, Seung Ho
    Shimode, Shinji
    Han, Myung-Soo
    Kikuchi, Tomohiko
    [J]. HARMFUL ALGAE, 2008, 7 (06) : 729 - 739
  • [3] Universal Temperature Model for Shallow Algal Ponds Provides Improved Accuracy
    Bechet, Quentin
    Shilton, Andy
    Park, Jason B. K.
    Craggs, Rupert J.
    Guieysse, Benoit
    [J]. ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2011, 45 (08) : 3702 - 3709
  • [4] Mechanistic Modeling of Broth Temperature in Outdoor Photobioreactors
    Bechet, Quentin
    Shilton, Andy
    Fringer, Oliver B.
    Munoz, Raul
    Guieysse, Benoit
    [J]. ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2010, 44 (06) : 2197 - 2203
  • [5] Bernard O., 1995, THESIS U P M CURIE P, pVI
  • [6] Hurdles and challenges for modelling and control of microalgae for CO2 mitigation and biofuel production
    Bernard, Olivier
    [J]. JOURNAL OF PROCESS CONTROL, 2011, 21 (10) : 1378 - 1389
  • [7] Quantifying the short-term temperature effect on light-saturated photosynthesis of intertidal microphytobenthos
    Blanchard, GF
    Guarini, JM
    Richard, P
    Gros, P
    Mornet, F
    [J]. MARINE ECOLOGY PROGRESS SERIES, 1996, 134 (1-3) : 309 - 313
  • [8] Bonnans JF, 2006, NUMERICAL OPTIMIZATI, V2nd, DOI 10.1007/978-3-662-05078-1
  • [9] Butterwick C, 2005, FRESHWATER BIOL, V50, P291
  • [10] Cultivation, photobioreactor design and harvesting of microalgae for biodiesel production: A critical review
    Chen, Chun-Yen
    Yeh, Kuei-Ling
    Aisyah, Rifka
    Lee, Duu-Jong
    Chang, Jo-Shu
    [J]. BIORESOURCE TECHNOLOGY, 2011, 102 (01) : 71 - 81