Forest cover monitoring of Bara district (Nepal) using remote sensing and geographic information systems

Detalhes bibliográficos
Autor(a) principal: Kandel, C. M.
Data de Publicação: 2010
Outros Autores: Caetano, Mário, Cabral, Pedro
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/70451
Resumo: This study uses Landsat TM of 1989 and ETM+ of 1999 and 2005 imagery to evaluate forest cover dynamics during 1989-2005 in the Bara district of Nepal. The aim of the study was to analyse the extent and trend of forest cover dynamics, spatial pattern of forest and their driving forces. Forest cover change analysis was performed using objectoriented classification approach applying a standard nearest neighbour algorithm to classify the image in recognition. The overall classification accuracies were 85.71% and 88.23% for the year 1999 and 2005, respectively. Land cover maps were produced with seven land cover categories and were further reclassified as forest and non-forest areas to analyse the forest cover dynamics. Post-classification and time series analysis were carried out to detect the changes. Spatial metrics were computed for detecting the spatial pattern of forest. The classifications suggested that the amount of forest land had decreased by 11.56% during 1989-2005. Spatial metrics revealed that forest area has been fragmented and deforested with an annual rate of 0.72%. The overall result demonstrates that forest area has experienced a significant shrinkage and mostly transferred into agricultural and bare land. Expected change for the year 2021 was projected using Markov Chain Analysis (MCA). The MCA result showed that forest area would decrease by 8.5% in the period of 2005-2021.
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spelling Forest cover monitoring of Bara district (Nepal) using remote sensing and geographic information systemsspatial metricslandsatgeographical information systemsremote sensingForest cover dynamicsSDG 15 - Life on LandThis study uses Landsat TM of 1989 and ETM+ of 1999 and 2005 imagery to evaluate forest cover dynamics during 1989-2005 in the Bara district of Nepal. The aim of the study was to analyse the extent and trend of forest cover dynamics, spatial pattern of forest and their driving forces. Forest cover change analysis was performed using objectoriented classification approach applying a standard nearest neighbour algorithm to classify the image in recognition. The overall classification accuracies were 85.71% and 88.23% for the year 1999 and 2005, respectively. Land cover maps were produced with seven land cover categories and were further reclassified as forest and non-forest areas to analyse the forest cover dynamics. Post-classification and time series analysis were carried out to detect the changes. Spatial metrics were computed for detecting the spatial pattern of forest. The classifications suggested that the amount of forest land had decreased by 11.56% during 1989-2005. Spatial metrics revealed that forest area has been fragmented and deforested with an annual rate of 0.72%. The overall result demonstrates that forest area has experienced a significant shrinkage and mostly transferred into agricultural and bare land. Expected change for the year 2021 was projected using Markov Chain Analysis (MCA). The MCA result showed that forest area would decrease by 8.5% in the period of 2005-2021.NOVA Information Management School (NOVA IMS)RUNKandel, C. M.Caetano, MárioCabral, Pedro2019-05-22T22:07:48Z2010-01-012010-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10362/70451engPURE: 290559https://doi.org/10.3126/banko.v20i1.3506info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T04:33:23Zoai:run.unl.pt:10362/70451Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:35:06.276450Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Forest cover monitoring of Bara district (Nepal) using remote sensing and geographic information systems
title Forest cover monitoring of Bara district (Nepal) using remote sensing and geographic information systems
spellingShingle Forest cover monitoring of Bara district (Nepal) using remote sensing and geographic information systems
Kandel, C. M.
spatial metrics
landsat
geographical information systems
remote sensing
Forest cover dynamics
SDG 15 - Life on Land
title_short Forest cover monitoring of Bara district (Nepal) using remote sensing and geographic information systems
title_full Forest cover monitoring of Bara district (Nepal) using remote sensing and geographic information systems
title_fullStr Forest cover monitoring of Bara district (Nepal) using remote sensing and geographic information systems
title_full_unstemmed Forest cover monitoring of Bara district (Nepal) using remote sensing and geographic information systems
title_sort Forest cover monitoring of Bara district (Nepal) using remote sensing and geographic information systems
author Kandel, C. M.
author_facet Kandel, C. M.
Caetano, Mário
Cabral, Pedro
author_role author
author2 Caetano, Mário
Cabral, Pedro
author2_role author
author
dc.contributor.none.fl_str_mv NOVA Information Management School (NOVA IMS)
RUN
dc.contributor.author.fl_str_mv Kandel, C. M.
Caetano, Mário
Cabral, Pedro
dc.subject.por.fl_str_mv spatial metrics
landsat
geographical information systems
remote sensing
Forest cover dynamics
SDG 15 - Life on Land
topic spatial metrics
landsat
geographical information systems
remote sensing
Forest cover dynamics
SDG 15 - Life on Land
description This study uses Landsat TM of 1989 and ETM+ of 1999 and 2005 imagery to evaluate forest cover dynamics during 1989-2005 in the Bara district of Nepal. The aim of the study was to analyse the extent and trend of forest cover dynamics, spatial pattern of forest and their driving forces. Forest cover change analysis was performed using objectoriented classification approach applying a standard nearest neighbour algorithm to classify the image in recognition. The overall classification accuracies were 85.71% and 88.23% for the year 1999 and 2005, respectively. Land cover maps were produced with seven land cover categories and were further reclassified as forest and non-forest areas to analyse the forest cover dynamics. Post-classification and time series analysis were carried out to detect the changes. Spatial metrics were computed for detecting the spatial pattern of forest. The classifications suggested that the amount of forest land had decreased by 11.56% during 1989-2005. Spatial metrics revealed that forest area has been fragmented and deforested with an annual rate of 0.72%. The overall result demonstrates that forest area has experienced a significant shrinkage and mostly transferred into agricultural and bare land. Expected change for the year 2021 was projected using Markov Chain Analysis (MCA). The MCA result showed that forest area would decrease by 8.5% in the period of 2005-2021.
publishDate 2010
dc.date.none.fl_str_mv 2010-01-01
2010-01-01T00:00:00Z
2019-05-22T22:07:48Z
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/70451
url http://hdl.handle.net/10362/70451
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv PURE: 290559
https://doi.org/10.3126/banko.v20i1.3506
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