A Statistical model for spatial inventory data : a case study of N2O emissions in municipalities of southern Norway

Horabik-Pyzel, Joanna; Nahorski, Zbigniew (1945– )

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Title: A Statistical model for spatial inventory data : a case study of N2O emissions in municipalities of southern Norway

Abstract:

The paper aims at modelling spatially distributed emission inventory data. It refers to the problem of disaggregation of national greenhouse gas emissions into fine spatial grid, given emission maps, typically produced from information on spatially explicit activities contributing to emissions, multiplied by emission factors. A linear model with spatial random effects is proposed and applied to the N20 emission assessments for municipalities in southern Norway, with known covariate information for each region. To account for a spatial correlation between municipalities, a conditionally autoregressive model is used, and parameters are estimated based on the Bayes Theorem and the Gibbs sampler algorithm.

Relation:

Raport Badawczy = Research Report

Detailed Resource Type:

Raport

Resource Identifier:

oai:rcin.org.pl:109512

Source:

RB-2008-18

Language:

eng

Language of abstract:

eng

Rights:

Licencja Creative Commons Uznanie autorstwa 4.0

Terms of use:

Zasób chroniony prawem autorskim. [CC BY 4.0 Międzynarodowe] Korzystanie dozwolone zgodnie z licencją Creative Commons Uznanie autorstwa 4.0, której pełne postanowienia dostępne są pod adresem: ; -

Digitizing institution:

Instytut Badań Systemowych Polskiej Akademii Nauk

Original in:

Biblioteka Instytutu Badań Systemowych PAN

Projects co-financed by:

Program Operacyjny Polska Cyfrowa, lata 2014-2020, Działanie 2.3 : Cyfrowa dostępność i użyteczność sektora publicznego; środki z Europejskiego Funduszu Rozwoju Regionalnego oraz współfinansowania krajowego z budżetu państwa

Access:

Otwarty

Subject and keywords:

Greenhouse gases emission Emisja gazów cieplarnianych Statistical model Spatial inventory data Autoregressive model Spatial grid Model statystyczny Model autoregresyjny Siatka przestrzenna

Object collections:

Last modified:

Oct 19, 2021

In our library since:

Jan 27, 2020

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All available object's versions:

https://rcin.org.pl./publication/137539

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Raporty Badawcze

Edition name	Date
RB-2008-18 : Horabik-Pyzel Joanna Stanisława, Nahorski Zbigniew Tadeusz : A Statistical Model for Spatial Inventory Data : a Case Study of N2O Emissions in Municipalities of Southern Norway	Oct 19, 2021