Spatial patterns of forest and land fire hazards using hybrid fire index in Kubu Raya Regency, West Kalimantan Province
The emergence of smoke caused by forest and land fires has very specific characteristics because most of it is on peatlands. Efforts to prevent forest and land fires are essential considering the prevalence of forest and land fires in Kubu Raya Regency, West Kalimantan Province. Therefore, this stud...
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description | The emergence of smoke caused by forest and land fires has very specific characteristics because most of it is on peatlands. Efforts to prevent forest and land fires are essential considering the prevalence of forest and land fires in Kubu Raya Regency, West Kalimantan Province. Therefore, this study aims to analyze the spatial pattern of spatial modelling of forest and land fire hazard areas with the Hybrid Fire Index and determine the correlation between forest and land fire hazard areas and the function of forest areas in Kubu Raya Regency. The Hybrid Fire Index method is used to weight each variable used. There are two factors that affect forest and land fire hazard areas, namely topography and human activities. Based on the results of the raster overlay analysis with the Hybrid Fire Index weighting, it was found that Kubu Raya Regency is dominated by moderate-level forest and land fire hazard areas of 654,901.50 hectares or 76.55%. The results of spatial modelling of forest and land fire hazard areas have been validated with hotspots in 2021 using the AUC/ROC curve and the area under the ROC curve value is 0.862 which indicates that the score of this model is very good. The results of the nearest neighbor analysis show that the ratio value is more than 1, which means that the distribution of forest and high-level land and forest fire hazard areas has a spreading pattern throughout the district. The results of the chi-square statistical test of the hazard area with the forest and land area functions yielded a significant value of less than 0.05 with a contingency coefficient of 0.603, which means that there is a moderate correlation between forest and land fire hazard areas and the function of forest and land areas. |
doi_str_mv | 10.1088/1755-1315/1190/1/012036 |
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Efforts to prevent forest and land fires are essential considering the prevalence of forest and land fires in Kubu Raya Regency, West Kalimantan Province. Therefore, this study aims to analyze the spatial pattern of spatial modelling of forest and land fire hazard areas with the Hybrid Fire Index and determine the correlation between forest and land fire hazard areas and the function of forest areas in Kubu Raya Regency. The Hybrid Fire Index method is used to weight each variable used. There are two factors that affect forest and land fire hazard areas, namely topography and human activities. Based on the results of the raster overlay analysis with the Hybrid Fire Index weighting, it was found that Kubu Raya Regency is dominated by moderate-level forest and land fire hazard areas of 654,901.50 hectares or 76.55%. The results of spatial modelling of forest and land fire hazard areas have been validated with hotspots in 2021 using the AUC/ROC curve and the area under the ROC curve value is 0.862 which indicates that the score of this model is very good. The results of the nearest neighbor analysis show that the ratio value is more than 1, which means that the distribution of forest and high-level land and forest fire hazard areas has a spreading pattern throughout the district. The results of the chi-square statistical test of the hazard area with the forest and land area functions yielded a significant value of less than 0.05 with a contingency coefficient of 0.603, which means that there is a moderate correlation between forest and land fire hazard areas and the function of forest and land areas.</description><identifier>ISSN: 1755-1307</identifier><identifier>EISSN: 1755-1315</identifier><identifier>DOI: 10.1088/1755-1315/1190/1/012036</identifier><language>eng</language><publisher>Bristol: IOP Publishing</publisher><subject>Chi-square test ; Contingency ; Fire hazards ; Forest & brush fires ; Forest fires ; Land area ; Modelling ; Pattern analysis ; Peatlands ; Statistical tests</subject><ispartof>IOP conference series. Earth and environmental science, 2023-06, Vol.1190 (1), p.12036</ispartof><rights>Published under licence by IOP Publishing Ltd</rights><rights>Published under licence by IOP Publishing Ltd. 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Earth and environmental science</title><addtitle>IOP Conf. Ser.: Earth Environ. Sci</addtitle><description>The emergence of smoke caused by forest and land fires has very specific characteristics because most of it is on peatlands. Efforts to prevent forest and land fires are essential considering the prevalence of forest and land fires in Kubu Raya Regency, West Kalimantan Province. Therefore, this study aims to analyze the spatial pattern of spatial modelling of forest and land fire hazard areas with the Hybrid Fire Index and determine the correlation between forest and land fire hazard areas and the function of forest areas in Kubu Raya Regency. The Hybrid Fire Index method is used to weight each variable used. There are two factors that affect forest and land fire hazard areas, namely topography and human activities. Based on the results of the raster overlay analysis with the Hybrid Fire Index weighting, it was found that Kubu Raya Regency is dominated by moderate-level forest and land fire hazard areas of 654,901.50 hectares or 76.55%. The results of spatial modelling of forest and land fire hazard areas have been validated with hotspots in 2021 using the AUC/ROC curve and the area under the ROC curve value is 0.862 which indicates that the score of this model is very good. The results of the nearest neighbor analysis show that the ratio value is more than 1, which means that the distribution of forest and high-level land and forest fire hazard areas has a spreading pattern throughout the district. The results of the chi-square statistical test of the hazard area with the forest and land area functions yielded a significant value of less than 0.05 with a contingency coefficient of 0.603, which means that there is a moderate correlation between forest and land fire hazard areas and the function of forest and land areas.</description><subject>Chi-square test</subject><subject>Contingency</subject><subject>Fire hazards</subject><subject>Forest & brush fires</subject><subject>Forest fires</subject><subject>Land area</subject><subject>Modelling</subject><subject>Pattern analysis</subject><subject>Peatlands</subject><subject>Statistical tests</subject><issn>1755-1307</issn><issn>1755-1315</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>O3W</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNqFkNtKAzEQhoMoWKvPYMArwXVz2OOllHqgBaVVvAzZbNKmrNk16arr05tliyII3swMzD__zHwAnGJ0iVGWhTiN4wBTHIcY5yjEIcIE0WQPjL47-981Sg_BkXMbhJI0ovkIvC8bvtW8gj5tpTUO1gqq2kq3hdyUsOqD0lbCNf_ktnSwddqs4LorrN51tCnlh49w1hYtXPCOw4VcSSO6C_jcG814pV-42XIDH2z9po2Qx-BA8crJk10eg6fr6ePkNpjf39xNruaBIClNAiIUonlBUi4SwQtCRCxI4f-MspjGKKEcp5lSpFApyTCNyihXVJWKEBRxiQo6BmeDb2Pr19YfwzZ1a41fyUhGYuKZJYlXpYNK2No5KxVrrL_Ydgwj1lNmPT_Ws2Q9ZYbZQNlPng-Tum5-rKfT5W8da0rltfQP7X8bvgBkzov9</recordid><startdate>20230601</startdate><enddate>20230601</enddate><creator>Zulfikar, M E</creator><creator>Wibowo, A</creator><creator>Zulkarnain, F</creator><general>IOP Publishing</general><scope>O3W</scope><scope>TSCCA</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PYCSY</scope></search><sort><creationdate>20230601</creationdate><title>Spatial patterns of forest and land fire hazards using hybrid fire index in Kubu Raya Regency, West Kalimantan Province</title><author>Zulfikar, M E ; Wibowo, A ; Zulkarnain, F</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2736-2cf039b27ac6cab22c5c2b19048535063a178ff2bf728134d49f3fdf2204ae0b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Chi-square test</topic><topic>Contingency</topic><topic>Fire hazards</topic><topic>Forest & brush fires</topic><topic>Forest fires</topic><topic>Land area</topic><topic>Modelling</topic><topic>Pattern analysis</topic><topic>Peatlands</topic><topic>Statistical tests</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zulfikar, M E</creatorcontrib><creatorcontrib>Wibowo, A</creatorcontrib><creatorcontrib>Zulkarnain, F</creatorcontrib><collection>Institute of Physics Open Access Journal Titles</collection><collection>IOPscience (Open Access)</collection><collection>CrossRef</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Natural Science Collection (ProQuest)</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Environmental Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Environmental Science Collection</collection><jtitle>IOP conference series. Earth and environmental science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zulfikar, M E</au><au>Wibowo, A</au><au>Zulkarnain, F</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Spatial patterns of forest and land fire hazards using hybrid fire index in Kubu Raya Regency, West Kalimantan Province</atitle><jtitle>IOP conference series. Earth and environmental science</jtitle><addtitle>IOP Conf. Ser.: Earth Environ. Sci</addtitle><date>2023-06-01</date><risdate>2023</risdate><volume>1190</volume><issue>1</issue><spage>12036</spage><pages>12036-</pages><issn>1755-1307</issn><eissn>1755-1315</eissn><abstract>The emergence of smoke caused by forest and land fires has very specific characteristics because most of it is on peatlands. Efforts to prevent forest and land fires are essential considering the prevalence of forest and land fires in Kubu Raya Regency, West Kalimantan Province. Therefore, this study aims to analyze the spatial pattern of spatial modelling of forest and land fire hazard areas with the Hybrid Fire Index and determine the correlation between forest and land fire hazard areas and the function of forest areas in Kubu Raya Regency. The Hybrid Fire Index method is used to weight each variable used. There are two factors that affect forest and land fire hazard areas, namely topography and human activities. Based on the results of the raster overlay analysis with the Hybrid Fire Index weighting, it was found that Kubu Raya Regency is dominated by moderate-level forest and land fire hazard areas of 654,901.50 hectares or 76.55%. The results of spatial modelling of forest and land fire hazard areas have been validated with hotspots in 2021 using the AUC/ROC curve and the area under the ROC curve value is 0.862 which indicates that the score of this model is very good. The results of the nearest neighbor analysis show that the ratio value is more than 1, which means that the distribution of forest and high-level land and forest fire hazard areas has a spreading pattern throughout the district. The results of the chi-square statistical test of the hazard area with the forest and land area functions yielded a significant value of less than 0.05 with a contingency coefficient of 0.603, which means that there is a moderate correlation between forest and land fire hazard areas and the function of forest and land areas.</abstract><cop>Bristol</cop><pub>IOP Publishing</pub><doi>10.1088/1755-1315/1190/1/012036</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Chi-square test Contingency Fire hazards Forest & brush fires Forest fires Land area Modelling Pattern analysis Peatlands Statistical tests |
title | Spatial patterns of forest and land fire hazards using hybrid fire index in Kubu Raya Regency, West Kalimantan Province |
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