Spatio-temporal correlation between burn hotspots, pasture areas and cattle production at the state of Rondônia between the years of 2002 and 2016
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Publication Date: | 2022 |
Other Authors: | , , , , |
Format: | Article |
Language: | eng |
Source: | Revista Ciência e Natura (Online) |
Download full: | https://periodicos.ufsm.br/cienciaenatura/article/view/68140 |
Summary: | The unsustainable model of land use and occupation in the State of Rondônia is a threat to biodiversity balance, to the biological cycles and to the provision of ecosystem services provided by forests. In this sense, this article presents an analysis of correlation between burn hotspots, pasture areas and bovine production for the State of Rondônia. Research products were deployed such as maps to demonstrate spatial relationship, graphs to demonstrate the historical series and charts to demonstrate the correlation between the variables. Due to the non-adherence of data to normality, Spearman's correlation coefficient was used. Softwares ArcGis version 10.1 and Jamovi version 1.6 were used. The correlation between fires and bovine production in the State was significant, positive and with a week/moderate tendency, with evidence values ranging from 0.282 to 0.400; while for correlation between pasture areas and forest fires was significant with a trend ranging from 0.485 to 0.633; between bovine production and pasture areas, there is a strong correlation with a significative positive trend from 0.833 to 0.914. It is possible to verify an increase in the values of the variables throughout the time series, and correlation between them. In this scenario, it is urgent to adopt public policies for territorial planning and strengthening of fiscalization agencies. |
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Spatio-temporal correlation between burn hotspots, pasture areas and cattle production at the state of Rondônia between the years of 2002 and 2016Análise espaço-temporal da correlação entre focos de queimada, áreas de pastagem e produção bovina no estado de Rondônia entre os anos de 2002 e 2016DesmatamentoSistemas de informações geográficasCoeficiente spearmanDeforestationSpearman’s coefficient Geographic information systemsThe unsustainable model of land use and occupation in the State of Rondônia is a threat to biodiversity balance, to the biological cycles and to the provision of ecosystem services provided by forests. In this sense, this article presents an analysis of correlation between burn hotspots, pasture areas and bovine production for the State of Rondônia. Research products were deployed such as maps to demonstrate spatial relationship, graphs to demonstrate the historical series and charts to demonstrate the correlation between the variables. Due to the non-adherence of data to normality, Spearman's correlation coefficient was used. Softwares ArcGis version 10.1 and Jamovi version 1.6 were used. The correlation between fires and bovine production in the State was significant, positive and with a week/moderate tendency, with evidence values ranging from 0.282 to 0.400; while for correlation between pasture areas and forest fires was significant with a trend ranging from 0.485 to 0.633; between bovine production and pasture areas, there is a strong correlation with a significative positive trend from 0.833 to 0.914. It is possible to verify an increase in the values of the variables throughout the time series, and correlation between them. In this scenario, it is urgent to adopt public policies for territorial planning and strengthening of fiscalization agencies.O modelo insustentável de uso e ocupação do solo no Estado de Rondônia é uma ameaça ao equilíbrio da biodiversidade, ciclos biogeoquímicos e prestação de serviços ecossistêmicos proporcionados pela floresta. Neste sentido, este artigo apresenta análises de correlação entre focos de calor, áreas de pastagem e produção bovina para o Estado de Rondônia. Foram elaborados produtos cartográficos para demonstrar as correlações espaciais, gráficos para demonstrar a série histórica e gráficos para demonstrar a correlação entre as variáveis. Devido a não aderência dos dados à normalidade, foi utilizado o coeficiente de correlação de Spearman (rho). Foram utilizados os programas ArcGis versão 10.1 e Jamovi versão 1.6. A correlação entre os focos de calor e produção bovina no Estado foi significativa, positiva e com tendência para fraca/moderada, sendo os valores de correlação 0,282 a 0,400; enquanto a correlação para as áreas dedicadas a pastagem em relação a focos de calor foi significativa, positiva e com tendência moderada, variando entre 0,485 a 0,633; na correlação entre produção bovina e área de pastagem observa-se uma correlação significativa, e com tendência positiva forte de 0,833 a 0,914. Pode-se concluir um aumento dos valores das variáveis ao longo da série histórica, bem como, observa-se correlação entre as mesmas. Neste cenário, é urgente a adoção de políticas públicas de planejamento territorial e fortalecimento das agências de fiscalização.Universidade Federal de Santa Maria2022-07-06info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlhttps://periodicos.ufsm.br/cienciaenatura/article/view/6814010.5902/2179460X68140Ciência e Natura; Vol. 44 (2022): Continuous Publication; e28Ciência e Natura; v. 44 (2022): Publicação Contínua; e282179-460X0100-8307reponame:Revista Ciência e Natura (Online)instname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMenghttps://periodicos.ufsm.br/cienciaenatura/article/view/68140/47721https://periodicos.ufsm.br/cienciaenatura/article/view/68140/47722Copyright (c) 2022 Ciência e Naturainfo:eu-repo/semantics/openAccessda Cruz, Weliton TeixeiraMoreira, Rodrigo MartinsSilva, André Procópio LimaFreire, Gabriel Araújo PaesParanhos Filho, Antônio ConceiçãoRibeiro, Alisson André2022-11-22T21:43:42Zoai:ojs.pkp.sfu.ca:article/68140Revistahttps://periodicos.ufsm.br/cienciaenatura/indexPUBhttps://periodicos.ufsm.br/cienciaenatura/oaicienciaenatura@ufsm.br || centraldeperiodicos@ufsm.br2179-460X0100-8307opendoar:2022-11-22T21:43:42Revista Ciência e Natura (Online) - Universidade Federal de Santa Maria (UFSM)false |
dc.title.none.fl_str_mv |
Spatio-temporal correlation between burn hotspots, pasture areas and cattle production at the state of Rondônia between the years of 2002 and 2016 Análise espaço-temporal da correlação entre focos de queimada, áreas de pastagem e produção bovina no estado de Rondônia entre os anos de 2002 e 2016 |
title |
Spatio-temporal correlation between burn hotspots, pasture areas and cattle production at the state of Rondônia between the years of 2002 and 2016 |
spellingShingle |
Spatio-temporal correlation between burn hotspots, pasture areas and cattle production at the state of Rondônia between the years of 2002 and 2016 da Cruz, Weliton Teixeira Desmatamento Sistemas de informações geográficas Coeficiente spearman Deforestation Spearman’s coefficient Geographic information systems |
title_short |
Spatio-temporal correlation between burn hotspots, pasture areas and cattle production at the state of Rondônia between the years of 2002 and 2016 |
title_full |
Spatio-temporal correlation between burn hotspots, pasture areas and cattle production at the state of Rondônia between the years of 2002 and 2016 |
title_fullStr |
Spatio-temporal correlation between burn hotspots, pasture areas and cattle production at the state of Rondônia between the years of 2002 and 2016 |
title_full_unstemmed |
Spatio-temporal correlation between burn hotspots, pasture areas and cattle production at the state of Rondônia between the years of 2002 and 2016 |
title_sort |
Spatio-temporal correlation between burn hotspots, pasture areas and cattle production at the state of Rondônia between the years of 2002 and 2016 |
author |
da Cruz, Weliton Teixeira |
author_facet |
da Cruz, Weliton Teixeira Moreira, Rodrigo Martins Silva, André Procópio Lima Freire, Gabriel Araújo Paes Paranhos Filho, Antônio Conceição Ribeiro, Alisson André |
author_role |
author |
author2 |
Moreira, Rodrigo Martins Silva, André Procópio Lima Freire, Gabriel Araújo Paes Paranhos Filho, Antônio Conceição Ribeiro, Alisson André |
author2_role |
author author author author author |
dc.contributor.author.fl_str_mv |
da Cruz, Weliton Teixeira Moreira, Rodrigo Martins Silva, André Procópio Lima Freire, Gabriel Araújo Paes Paranhos Filho, Antônio Conceição Ribeiro, Alisson André |
dc.subject.por.fl_str_mv |
Desmatamento Sistemas de informações geográficas Coeficiente spearman Deforestation Spearman’s coefficient Geographic information systems |
topic |
Desmatamento Sistemas de informações geográficas Coeficiente spearman Deforestation Spearman’s coefficient Geographic information systems |
description |
The unsustainable model of land use and occupation in the State of Rondônia is a threat to biodiversity balance, to the biological cycles and to the provision of ecosystem services provided by forests. In this sense, this article presents an analysis of correlation between burn hotspots, pasture areas and bovine production for the State of Rondônia. Research products were deployed such as maps to demonstrate spatial relationship, graphs to demonstrate the historical series and charts to demonstrate the correlation between the variables. Due to the non-adherence of data to normality, Spearman's correlation coefficient was used. Softwares ArcGis version 10.1 and Jamovi version 1.6 were used. The correlation between fires and bovine production in the State was significant, positive and with a week/moderate tendency, with evidence values ranging from 0.282 to 0.400; while for correlation between pasture areas and forest fires was significant with a trend ranging from 0.485 to 0.633; between bovine production and pasture areas, there is a strong correlation with a significative positive trend from 0.833 to 0.914. It is possible to verify an increase in the values of the variables throughout the time series, and correlation between them. In this scenario, it is urgent to adopt public policies for territorial planning and strengthening of fiscalization agencies. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-07-06 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://periodicos.ufsm.br/cienciaenatura/article/view/68140 10.5902/2179460X68140 |
url |
https://periodicos.ufsm.br/cienciaenatura/article/view/68140 |
identifier_str_mv |
10.5902/2179460X68140 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
https://periodicos.ufsm.br/cienciaenatura/article/view/68140/47721 https://periodicos.ufsm.br/cienciaenatura/article/view/68140/47722 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2022 Ciência e Natura info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2022 Ciência e Natura |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf text/html |
dc.publisher.none.fl_str_mv |
Universidade Federal de Santa Maria |
publisher.none.fl_str_mv |
Universidade Federal de Santa Maria |
dc.source.none.fl_str_mv |
Ciência e Natura; Vol. 44 (2022): Continuous Publication; e28 Ciência e Natura; v. 44 (2022): Publicação Contínua; e28 2179-460X 0100-8307 reponame:Revista Ciência e Natura (Online) instname:Universidade Federal de Santa Maria (UFSM) instacron:UFSM |
instname_str |
Universidade Federal de Santa Maria (UFSM) |
instacron_str |
UFSM |
institution |
UFSM |
reponame_str |
Revista Ciência e Natura (Online) |
collection |
Revista Ciência e Natura (Online) |
repository.name.fl_str_mv |
Revista Ciência e Natura (Online) - Universidade Federal de Santa Maria (UFSM) |
repository.mail.fl_str_mv |
cienciaenatura@ufsm.br || centraldeperiodicos@ufsm.br |
_version_ |
1839277887397560320 |