Cited by 349Algal biology and biofuel productionAquatic Ecosystems and Phytoplankton DynamicsAquaculture Nutrition and Growth

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

Bernard, Olivier, Rémond, Barbara·2012·Bioresource Technology

Abstract

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 (μ(max), I(opt) and α). 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.

Integrity signals

Registry

Crossref · 10.1016/j.biortech.2012.07.022

Cites

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

This paper’s full text isn’t openly available, so its claims and self-check weren’t run. The registry and citation checks still apply.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

The citation lists haven’t been fetched yet

References 36 · Cited by 349

Authors
Bernard, O., & Rémond, B.
Venue
Bioresource Technology
Publisher
Elsevier BV
Published
2012-11
Volume
123
Pages
520-527
ISSN
0960-8524 (ISSN-L)
OpenAlex
W1988340685
Cited by
349
References
36
Citations by year
2026: 20 · 2025: 31 · 2024: 30 · 2023: 22 · 2022: 39 · 2021: 47 · 2020: 41 · 2019: 26 · 2018: 18 · 2017: 21 · 2016: 17 · 2015: 17 · 2014: 10 · 2013: 10
FWCI
4.54
Type
journal article
Language
en
Open access
closed
Locations
  • Bioresource Technology (publishedVersion)
  • PubMed (publishedVersion)
  • HAL (submittedVersion)
Funders
Agence Nationale de la Recherche
Topics
  • Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Algal biology and biofuel production
  • Physical Sciences › Environmental Science › Environmental Chemistry › Aquatic Ecosystems and Phytoplankton Dynamics
  • Life Sciences › Agricultural and Biological Sciences › Aquatic Science › Aquaculture Nutrition and Growth
Keywords
microalgae growth, temperature effects, light response, growth models, cardinal temperatures, model parameter estimation, photobioreactors, raceways, microalgae productivity, open-field cultivation
MeSH terms
Calibration, Light, Models, Biological, Temperature, Reproducibility of Results, Microalgae

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review