VS-Cambium-Developer: A New Predictive Model of Cambium Functioning under the Influence of Environmental Factors

Author:

Belousova Daria A.1,Shishov Vladimir V.2ORCID,Arzac Alberto3ORCID,Popkova Margarita I.1ORCID,Babushkina Elena A.4ORCID,Huang Jian-Guo5ORCID,Yang Bao6ORCID,Vaganov Eugene A.3

Affiliation:

1. Research Department, Siberian Federal University, 660041 Krasnoyarsk, Russia

2. Institute of Fundamental Biology and Biotechnology, Siberian Federal University, 660041 Krasnoyarsk, Russia

3. Institute of Ecology and Geography, Siberian Federal University, 660041 Krasnoyarsk, Russia

4. Khakass Technical Institute, Siberian Federal University, 655017 Abakan, Russia

5. College of Life Sciences, Zhejiang University, Hangzhou 310058, China

6. School of Geography and Ocean Science, Nanjing University, Nanjing 210023, China

Abstract

Climate changes influence seasonal tree-ring formation. The result is a specific cell structure dependent on internal processes and external environmental factors. One way to investigate and analyze these relationships is to apply diverse simulation models of tree-ring growth. Here, we have proposed a new version of the VS-Cambium-Developer model (VS-CD model), which simulates the cambial activity process in conifers. The VS-CD model does not require the manual year-to-year calibration of parameters over a long-term cell production reconstruction or forecast. Instead, it estimates cell production and simulates the dynamics of radial cell development within the growing seasons. Thus, a new software based on R programming technology, able to efficiently adapt to the VS model online platform, has been developed. The model was tested on indirect observations of the cambium functioning in Larix sibirica trees from southern Siberia, namely on the measured annual cell production from 1963 to 2011. The VS-CD model proves to simulate cell production accurately. The results highlighted the efficiency of the presented model and contributed to filling the gap in the simulations of cambial activity, which is critical to predicting the potential impacts of changing environmental conditions on tree growth.

Funder

Russian Science Foundation

Ministry of Science and Higher Education of the Russian Federation

Publisher

MDPI AG

Subject

Plant Science,Ecology,Ecology, Evolution, Behavior and Systematics

Reference79 articles.

1. Chavchavadze, E.S. (1979). Morphological Features, Diagnostic Value, NAUKA Publishing House.

2. Larson, P.R. (1994). The Vascular Cambium: Development and Structure, Springer.

3. Vaganov, E.A., Hughes, M.K., and Shashkin, A.V. (2006). Growth Dynamics of Conifer Tree Rings: Images of Past and Future Environments, Springer.

4. Mitotic activity in the cambial zone of Pinus strobus;Wilson;Am. J. Bot.,1966

5. Xylogenesis, genetic and environmental regulation—A review;Savidge;IAWA J.,1996

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