ten years of fspm - metla · functional plant biology vol. 35, no. 5, 2008. ... thornley!s...
TRANSCRIPT
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Ten years of FSPM
R. Sievänen
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Outline
Meetings
Why? - historical background
Scientific specialty
What next?
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1) The Helsinki Workshop on Functional- Structural Tree ModelsDecember 12-13, 1996 Helsinki Finland
Silva Fennica vol. 31 no. 3, 1997
2) Second International Workshop on Functional-Structural Tree Models
12-15 OCTOBER 1998, CLERMONT-FERRAND, FranceAnnals of Forest Science vol. 57 no. 5/6 2000
3) Third International Workshop on Functional-Structural Tree and Stand Models
September 27-30, 2001, Val-Morin (Québec), Canada
4) 4TH International Workshop on Functional-Structural Plant Models
07-11 June 2004, Montpellier, France
New Phytologist vol. 166 no. 3, 2005
5 ) 5th International Workshop on Functional Structural Plant Models,
November 4-9, 2007, Napier, New ZealandFunctional Plant Biology vol. 35, no. 5, 2008
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Sizes of meetings
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Different kinds of contributions (only oral presentations)
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Subject areas covered (only oral presentations)
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Four directions: from the 70!s - not a review
1) Process-based models - resource related research
2) Shoot population models
3) Plant architecture
4) The algorithmic approach
Why?
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Process-based models
Example: Thornley!s transport-conversion model
It became evident early on that structure of the growing plant is
needed in such models (for allocation of growth) !assumptions, functions about structure, e.g. pipe model
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Process-based models - pipe model
Proportional cross-sectional areas: Ar ∝ As ∝ Ab ∝ Af
Lengths of of “pipes” : L
⇒ allocation of growth to different parts of the tree
1D tree architecture
Ar
As
Ab
Af
L
Valentine(1988)
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Studies inspired by John Harper!s book Population Biology of Plants (1977)
Shoot population models
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“the [tree] crown is assumed to be a population of branches or shoots. ... growth and
development of the crown could be analysed on the basis of the birth and death of such units”
(Kellomäki and Väisänen 1988
Shoot population models
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Shoot population models
Contain the basics needed for connecting the structure and function
Kellomäki & Strandman (1995)
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Plant architecture
Hallé, Oldeman, Tomlinson: 23 architectural models
Honda 1971, and subsequent studies & models
de Reffye et al, AMAP - Botany and computational plant
architecture
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Algorithmic beauty of plants , Prusinkiewicz & Lindenmayer - L-
systems
AMAP, de Reffye et al. - development as stochastic process
Growth Grammars, GROGRA, W. Kurth
Object-oriented approaches - e.g. Breckling, model Almis
Algorithmic approach
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The challence
- processes: many, at manyorganizational levels, time scales
- architecture: many scales
- properties: huge natural variation, localvalues needed for realistic predictions
- measurements: can they cope withmodels?
- mathematical methods: challenge islacking homogeneity
- modeling software: integration of allaspects of structure and function
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What’s next?
Scientific specialty
Research
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What’s next? - Scientific specialty?
Stages in a developing specialty (Mullin): both intellectualand social factors involved
1) Paradigm
- seeing: what, how, interpretation
- set of individuals in a similar cognitive situation
2) Communication network
- increased connection & interaction
- informal
3) Cluster
- scientists begin to draw boundaries around thoseworking around the common problem, stable
4) Specialty
- institutionalized cluster with regular processes fortraining and recruitment into institutionally definedroles
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What’s next? - Scientific specialty
Law (1973)
Permissible/Impermissible: weak in FSPM
Preferred research problems: from other disciplines
! not specialty, doubtful if ever will be
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What’s next - Research
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Four levels of hierarchy - cells
P. Huijser
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Four levels of hierarchy - organ
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Four levels hierarchy
- individual
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Three levels hierarchy
Plant community
Four levels of hierarchy -
community
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Challenges - Integration of hierarchical levels?
Can FSPMs join more than two levels?
Rule of thumb for modelling: make your model usinginformation on one level and make your predictions onthe next level (above).
Modelling frameworks have improved, can this rule bechallenged?
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Challenges - Emergent properties
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Challenges - Emergent properties
- Dominant height of an even-aged forest stand is (fairly)independent on density
- -3/2 power law (or equivalent)
- Biomass production ∝ intercepted solar radiation
crops 0.85 - 4.6 g DM/MJtrees 2.5 - 3.5 g DM/MJ
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- Pipe model
- Halle et al., 23 models of tree architecture
Challenges - Emergent properties
As
Ab
Af
Ar
Valentine (1988)
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Integration of several processes?
Challenges - next meeting topics
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Do we see more practical applications in the future?
Challenges - next meeting topics
Metsäntutkimuslaitos Skogsforskningsinstitutet Finnish Forest Research Institute www.metla.fi
Thank you