Title: Phenology and Species Distributions
 1Phenology and Species Distributions 
A QUEST  CLASSIC workshop, Exeter, 28. 
29.11.2005 
- Isabelle Chuine1, Xavier Morin1 and Nicolas 
 Viovy2
- Centre dEcologie Fonctionnelle et Evolutive, 
 CNRS Montpellier France, www.cefe.cnrs.fr
- Laboratoire des Sciences du Climat et de 
 lEnvironnement, CEA-CNRS, Saclay
2PHENOFITA process-based model
- Principle 
-  Based on the concept of fitness, probability of 
 an individual to leave viable and fertile
 offspring
-  Based on the fact that adaptation of plants to 
 the abiotic environment require synchronization
 of the developmental cycle to the seasonal
 variations of climate
- Input 
-  daily climatic data over several decades (TC, 
 precipitation, )
- Output 
-  probability of presence  potential distribution 
 (biotic interactions not taken into account)
3PHENOFIT
Chuine  Beaubien 2001, Morin  Chuine 2005) 
 4What you need to know to run Phenofit
-  phenology budburst, flowering, fruit 
 maturation, leaf coloring
-  frost hardiness minimum temperature sustained 
 during active growth and dormancy
-  drought tolerance
5Process based models implemented in PHENOFIT
- Phenological models for budburst, flowering, 
 fruit maturation (leaf coloration date is so far
 obtained by regression with latitude) (Chuine
 2000, Chuine  Beaubien 2001)
- Frost damage model (Leinonen 1996)
6Model performance 
 7What does limit western white pine distribution? 
 8Pinus strobus 
 9Model performance 
 10Genetic differentiation
Pinus contorta
Pinus contorta
Not taken into account 
Taken into account 
 11Model performance
Acer circinatum Acer grandidentatum Acer 
macrophyllum Acer glabrum 
 12Models performance
Populus tremuloides 
 13Lodgepole pine  Pinus contorta
B2 HadCM3 2100 2.2C
A2 HadCM3 2100 5.0C
PHENOFIT
colonisation
extinction
fitness
fitness
colonisable 
 14Sugar maple - Acer saccharum
B2 HadCM3 2100 2.2C
A2 HadCM3 2100 5.6C 
 15Comparison with other modelsQuaking aspen
Niche-based model Iverson  Prasad 1998
Process-based model PHENOFIT
Present
GISS GCM x2 CO2
HadCM3 2.2C 
-20 -15 -5 -1 1 5 20
ext. -1 -0.5 0 0.5 1 col.
Change in P. V.