Spatial disaggregation of activity data for GHG inventory in agricultural sector of Poland * Introduction * The data set * Concluding remarks and discussion - Digital Repository of Scientific Institutes

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Spatial disaggregation of activity data for GHG inventory in agricultural sector of Poland * Introduction * The data set * Concluding remarks and discussion

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Title: Spatial disaggregation of activity data for GHG inventory in agricultural sector of Poland * Introduction * The data set * Concluding remarks and discussion

Creator:

Horabik-Pyzel, Joanna

Date issued/created:

Resource type:

Subtitle:

Raport Badawczy = Research Report ; RB/41/2012

Publisher:

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

Place of publishing:

Description:

6, 16-17 stron ; 21 cm ; Bibliografia s. 18-19

Abstract:

This report presents a novel approach for allocation of spatially correlated data, such as emission inventories, to finer spatial scales, conditional on covariate information observable in a fine grid. Spatial dependence is modelled with the conditional autoregressive structure introduced into a linear model as a random effect. The maximum likelihood approach to inference is employed, and the optimal predictors are developed to assess missing values in a fine grid. The usefulness of the proposed technique is shown for agricultural sector of GHG inventory in Poland. An example of allocation of livestock data (a number of horses) from district to municipality level is analysed. The results indicate that the proposed method outperforms a naive and commonly used approach of proportional distribution.

Relation:

Raport Badawczy = Research Report

Detailed Resource Type:

Resource Identifier:

oai:rcin.org.pl:99630

Source:

Language:

Language of abstract:

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

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Subject and keywords:

Inwentaryzacje gazów cieplarnianych Ghg inventory Agricultural sector Spatial correlation Disaggregation Conditional autoregressive model Sektor rolnictwa Korelacja przestrzenna Dezagregacja Warunkowy model autoregresyjny

Object collections:

Last modified:

Oct 19, 2021

In our library since:

Jan 8, 2020

Number of object content downloads / hits:

27

All available object's versions:

https://www.rcin.org.pl/publication/114043

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Raporty Badawcze

Edition name	Date
RB-2012-41 : Horabik-Pyzel Joanna : Spatial disaggregation of activity data for GHG inventory in agricultural sector of Poland	Oct 19, 2021

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