Object structure
Title:

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

Subtitle:

Raport Badawczy = Research Report ; RB/18/2008

Creator:

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

Publisher:

Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences

Place of publishing:

Warszawa

Date issued/created:

2008

Description:

14 pages ; 21 cm ; Bibliography p. 13-14

Subject and Keywords:

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

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

Resource type:

Text

Detailed Resource Type:

Report

Source:

RB-2008-18

Language:

eng

Language of abstract:

eng

Rights:

Creative Commons Attribution BY 4.0 license

Terms of use:

Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -

Digitizing institution:

Systems Research Institute of the Polish Academy of Sciences

Original in:

Library of Systems Research Institute PAS

Projects co-financed by:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

Access:

Open

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