Attribution of seasonal leaf area index trends in the northern latitudes with "optimally" integrated ecosystem models.
Glob Chang Biol
; 23(11): 4798-4813, 2017 11.
Article
em En
| MEDLINE
| ID: mdl-28417528
ABSTRACT
Significant increases in remotely sensed vegetation indices in the northern latitudes since the 1980s have been detected and attributed at annual and growing season scales. However, we presently lack a systematic understanding of how vegetation responds to asymmetric seasonal environmental changes. In this study, we first investigated trends in the seasonal mean leaf area index (LAI) at northern latitudes (north of 30°N) between 1982 and 2009 using three remotely sensed long-term LAI data sets. The most significant LAI increases occurred in summer (0.009 m2 m-2 year-1 , p < .01), followed by autumn (0.005 m2 m-2 year-1 , p < .01) and spring (0.003 m2 m-2 year-1 , p < .01). We then quantified the contribution of elevating atmospheric CO2 concentration (eCO2 ), climate change, nitrogen deposition, and land cover change to seasonal LAI increases based on factorial simulations from 10 state-of-the-art ecosystem models. Unlike previous studies that used multimodel ensemble mean (MME), we used the Bayesian model averaging (BMA) to optimize the integration of model ensemble. The optimally integrated ensemble LAI changes are significantly closer to the observed seasonal LAI changes than the traditional MME results. The BMA factorial simulations suggest that eCO2 provides the greatest contribution to increasing LAI trends in all seasons (0.003-0.007 m2 m-2 year-1 ), and is the main factor driving asymmetric seasonal LAI trends. Climate change controls the spatial pattern of seasonal LAI trends and dominates the increase in seasonal LAI in the northern high latitudes. The effects of nitrogen deposition and land use change are relatively small in all seasons (around 0.0002 m2 m-2 year-1 and 0.0001-0.001 m2 m-2 year-1 , respectively). Our analysis of the seasonal LAI responses to the interactions between seasonal changes in environmental factors offers a new perspective on the response of global vegetation to environmental changes.
Palavras-chave
Texto completo:
1
Coleções:
01-internacional
Base de dados:
MEDLINE
Assunto principal:
Mudança Climática
/
Dióxido de Carbono
/
Folhas de Planta
/
Desenvolvimento Vegetal
/
Nitrogênio
Tipo de estudo:
Prognostic_studies
Idioma:
En
Revista:
Glob Chang Biol
Ano de publicação:
2017
Tipo de documento:
Article
País de afiliação:
China