Concentration and Spatial Clustering of Forest-Based Thermoelectric Plants in Brazil

This study analyzes the concentration and conglomerate spatial distribution of forest-based thermoelectric plants in Brazil, in 2018. Herein, we spatially identified thermoelectric plants in different Brazilian regions and states, and measured the state concentrations (levels 1 and 2 of forest) usin...

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Main Authors: Luiz Moreira Coelho Junior, Edvaldo Pereira Santos Junior, Anna Manuella Melo Nunes, Flavio Jose Simioni, Raphael Abrahao, Paulo Rotella Junior
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9284480/
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spelling doaj-9c0411fb3d67414d823eebafb5cba9bb2021-03-30T03:50:38ZengIEEEIEEE Access2169-35362020-01-01822193222194110.1109/ACCESS.2020.30429459284480Concentration and Spatial Clustering of Forest-Based Thermoelectric Plants in BrazilLuiz Moreira Coelho Junior0https://orcid.org/0000-0001-5528-7799Edvaldo Pereira Santos Junior1https://orcid.org/0000-0003-1316-2247Anna Manuella Melo Nunes2Flavio Jose Simioni3https://orcid.org/0000-0002-6392-5073Raphael Abrahao4https://orcid.org/0000-0002-2945-2604Paulo Rotella Junior5https://orcid.org/0000-0002-4692-7800Department of Renewable Energy Engineering, Federal University of Paraíba, João Pessoa, BrazilRenewable Energy Graduate Program, Federal University of Paraíba, João Pessoa, BrazilRenewable Energy Graduate Program, Federal University of Paraíba, João Pessoa, BrazilEnvironmental and Sanitary Department, Santa Catarina State University, Lages, BrazilDepartment of Renewable Energy Engineering, Federal University of Paraíba, João Pessoa, BrazilDepartment of Production Engineering, Federal University of Paraíba, João Pessoa, BrazilThis study analyzes the concentration and conglomerate spatial distribution of forest-based thermoelectric plants in Brazil, in 2018. Herein, we spatially identified thermoelectric plants in different Brazilian regions and states, and measured the state concentrations (levels 1 and 2 of forest) using various indicators, including the concentration ratio (CR(k)), the Herfindahl-Hirschman index (HHI), Theil's entropy (E), and the Gini coefficient (G). Meanwhile, each state's conglomerates were evaluated using the Scan statistic. We found that there are 98 forest-base thermoelectric plants in Brazil, most of which are located in the south-central portion of the country where there is rapid forest growth. The southern region contains 32.65% of the identified plants as a result of the presence of level 2 forest resources (black liquor and forest waste). Regarding the state's concentration (forest level 1), CR(k) revealed a moderate concentration, the HHI and E indices demonstrated low concentrations, and G suggested null to weak inequality. Of these Brazilian forest bioelectricity plants (level 1), 4 clusters were identified, but only one was statistically significant, located in the southern region. Concerning level 2 sources, the only statistically significant conglomerate regarding charcoal was centered in Açailândia (Maranhão). These findings will provide information to assist industry decision-making processes and help guide public policies for forest bioelectricity development in Brazil that favor energy security and improve resource utilization.https://ieeexplore.ieee.org/document/9284480/Bioenergyforest economymarket study
collection DOAJ
language English
format Article
sources DOAJ
author Luiz Moreira Coelho Junior
Edvaldo Pereira Santos Junior
Anna Manuella Melo Nunes
Flavio Jose Simioni
Raphael Abrahao
Paulo Rotella Junior
spellingShingle Luiz Moreira Coelho Junior
Edvaldo Pereira Santos Junior
Anna Manuella Melo Nunes
Flavio Jose Simioni
Raphael Abrahao
Paulo Rotella Junior
Concentration and Spatial Clustering of Forest-Based Thermoelectric Plants in Brazil
IEEE Access
Bioenergy
forest economy
market study
author_facet Luiz Moreira Coelho Junior
Edvaldo Pereira Santos Junior
Anna Manuella Melo Nunes
Flavio Jose Simioni
Raphael Abrahao
Paulo Rotella Junior
author_sort Luiz Moreira Coelho Junior
title Concentration and Spatial Clustering of Forest-Based Thermoelectric Plants in Brazil
title_short Concentration and Spatial Clustering of Forest-Based Thermoelectric Plants in Brazil
title_full Concentration and Spatial Clustering of Forest-Based Thermoelectric Plants in Brazil
title_fullStr Concentration and Spatial Clustering of Forest-Based Thermoelectric Plants in Brazil
title_full_unstemmed Concentration and Spatial Clustering of Forest-Based Thermoelectric Plants in Brazil
title_sort concentration and spatial clustering of forest-based thermoelectric plants in brazil
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description This study analyzes the concentration and conglomerate spatial distribution of forest-based thermoelectric plants in Brazil, in 2018. Herein, we spatially identified thermoelectric plants in different Brazilian regions and states, and measured the state concentrations (levels 1 and 2 of forest) using various indicators, including the concentration ratio (CR(k)), the Herfindahl-Hirschman index (HHI), Theil's entropy (E), and the Gini coefficient (G). Meanwhile, each state's conglomerates were evaluated using the Scan statistic. We found that there are 98 forest-base thermoelectric plants in Brazil, most of which are located in the south-central portion of the country where there is rapid forest growth. The southern region contains 32.65% of the identified plants as a result of the presence of level 2 forest resources (black liquor and forest waste). Regarding the state's concentration (forest level 1), CR(k) revealed a moderate concentration, the HHI and E indices demonstrated low concentrations, and G suggested null to weak inequality. Of these Brazilian forest bioelectricity plants (level 1), 4 clusters were identified, but only one was statistically significant, located in the southern region. Concerning level 2 sources, the only statistically significant conglomerate regarding charcoal was centered in Açailândia (Maranhão). These findings will provide information to assist industry decision-making processes and help guide public policies for forest bioelectricity development in Brazil that favor energy security and improve resource utilization.
topic Bioenergy
forest economy
market study
url https://ieeexplore.ieee.org/document/9284480/
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