NDLI: Stochastic Approach to Uncertainty Control in Multiphysics Systems: Modeling of Carbon Balance and Analysis of GHG Emissions Using Satellite Tools

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Stochastic Approach to Uncertainty Control in Multiphysics Systems: Modeling of Carbon Balance and Analysis of GHG Emissions Using Satellite Tools

Content Provider	Semantic Scholar
Author	Kostyuchenko, Yuriy V. Movchan, Dmytro Artemenko, Igor Kopachevsky, Ivan
Copyright Year	2017
Abstract	The problem of uncertainty analysis in multi-component systems is considered. As an example a problem of decision making under uncertainty in task of modeling of carbon balance and analysis of greenhouse gases (GHG) emissions using satellite tools was considered. Approaches to decision making under uncertainty are described: interval, fuzzy, and stochastic assessments. Different approaches and algorithms to calculate carbon and GHG emissions are described. For every algorithm (deterministic inventory, ecological modeling, and satellite control of emissions) errors and uncertainties are analyzed and estimated. Algorithms for uncertainty analysis are presented. Algorithm for analysis of components of uncertainty of vegetation productivity assessment using satellite data is proposed. Uncertainty component analysis allows understand important properties of the system studied and its feedback to anthropogenic load and climate impact. It was demonstrated that the comprehensive analysis of uncertainties not only reduces errors but also obtains new knowledge about the systems studied. Stochastic Approach to Uncertainty Control in Multiphysics Systems: Modeling of Carbon Balance and Analysis of GHG Emissions Using Satellite Tools
Starting Page	350
Ending Page	378
Page Count	29
File Format	PDF HTM / HTML
DOI	10.4018/978-1-5225-1639-2.ch017
Alternate Webpage(s)	http://www.igi-global.com/viewtitlesample.aspx?id=170165&ptid=159565&t=stochastic+approach+to+uncertainty+control+in+multiphysics+systems:+modeling+of+carbon+balance+and+analysis+of+ghg+emissions+using+satellite+tools
Alternate Webpage(s)	https://www.igi-global.com/viewtitlesample.aspx?id=170165&ptid=159565&t=stochastic+approach+to+uncertainty+control+in+multiphysics+systems:+modeling+of+carbon+balance+and+analysis+of+ghg+emissions+using+satellite+tools
Language	English
Access Restriction	Open
Content Type	Text
Resource Type	Article

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