Return to search

Sensitivity analysis of a carbon simulation model and its application in a montane forest environment

Accurate estimation of Net Primary Productivity (NPP), which is a key
component of the terrestrial carbon cycle, is very important in studies of global climate.
Ecosystem models have been used for NPP estimates. Determining how much each
source of uncertainty contributes to modeled NPP is veiy important before ecosystem
models can be used with confidence over larger areas and time periods. This research has
systematically evaluated the boreal ecosystem productivity simulator (BEPS) carbon
model in mountainous terrain, Kananaskis, Alberta. After parameterization of the model,
sensitivity analysis was conducted as a controlled series of experiments involving
sensitivity simulations with BEPS by changing a model input value in separate model
runs. The results showed that NPP was sensitive to most model inputs measured in the
study area, but that the most important input variables for BEPS were LAI and forest
species. In addition, the NPP uncertainty resulting from topographic influence was
approximately 3.5 %, which is equivalent to 140 kg C ha"1 yr"1. This suggested that
topographic correction for the model inputs was also important for accurate NPP
estimation.
Using the topographically corrected data, the carbon dynamics were simulated, and average annual NPP production by forests in Kananaskis was estimated at 4.01 T ha"1
in 2003. / xix, 117 leaves : col. ill. ; 29 cm.

Identiferoai:union.ndltd.org:LACETR/oai:collectionscanada.gc.ca:ALU.w.uleth.ca/dspace#10133/366
Date January 2006
CreatorsXu, Shiyong, University of Lethbridge. Faculty of Arts and Science
ContributorsPeddle, Derek
PublisherLethbridge, Alta. : University of Lethbridge, Faculty of Arts and Science, 2006, Arts and Science, Department of Geography
Source SetsLibrary and Archives Canada ETDs Repository / Centre d'archives des thèses électroniques de Bibliothèque et Archives Canada
Languageen_US
Detected LanguageEnglish
TypeThesis
RelationThesis (University of Lethbridge. Faculty of Arts and Science)

Page generated in 0.0018 seconds