对丛林土地变形的空间分析和建模

Muhammad Adam Suni, Hasriani Muis, Ida Arianingsih, M. Misra, Rhamdhani Fitrah Baharuddin
{"title":"对丛林土地变形的空间分析和建模","authors":"Muhammad Adam Suni, Hasriani Muis, Ida Arianingsih, M. Misra, Rhamdhani Fitrah Baharuddin","doi":"10.21776/ub.jtsl.2023.010.2.11","DOIUrl":null,"url":null,"abstract":"Land conversion is a change in the function of a part or whole land area of its original function (as planned) into another function that becomes a negative impact (problem) on the environment and potential land itself. The study aims to analyze changes in land cover over five years with the image of Landsats 8 of 2016 and 2021 as well as analyze the factors of the cause of changes in land cover in the Limited Production Forest Area in Kulawi Subdistrict. The study used guided image analysis (supervised) and binary logistics regression analysis. The formation of spatial models of forest cover changes in the Kulawi Subdistrict Limited Production Forest Area using 5 modifier factors consisting of accessibility aspects i.e., settlement, population density, river, slope, road. Logit (p)=-0.24087+0.04249(x1)+0.2815(x2)-0.42492(x3)-0,.0480(x4)+0.04010(x5). The results of binary logistic regression analysis showed goodness of fit value of 5471996.86 chi-square values of 60287.17 and pseudo r2 of 0.30 greater than 0.2, indicating the model is worth using. Based on the results of binary logistics regression analysis, it is known that distance from roads, distance from settlement and population density are influential to changes in forest land cover.","PeriodicalId":413872,"journal":{"name":"Jurnal Tanah dan Sumberdaya Lahan","volume":"46 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"ANALISIS DAN PEMODELAN SPASIAL PERUBAHAN TUTUPAN LAHAN DI HUTAN PRODUKSI TERBATAS KECAMATAN KULAWI KABUPATEN SIGI\",\"authors\":\"Muhammad Adam Suni, Hasriani Muis, Ida Arianingsih, M. Misra, Rhamdhani Fitrah Baharuddin\",\"doi\":\"10.21776/ub.jtsl.2023.010.2.11\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Land conversion is a change in the function of a part or whole land area of its original function (as planned) into another function that becomes a negative impact (problem) on the environment and potential land itself. The study aims to analyze changes in land cover over five years with the image of Landsats 8 of 2016 and 2021 as well as analyze the factors of the cause of changes in land cover in the Limited Production Forest Area in Kulawi Subdistrict. The study used guided image analysis (supervised) and binary logistics regression analysis. The formation of spatial models of forest cover changes in the Kulawi Subdistrict Limited Production Forest Area using 5 modifier factors consisting of accessibility aspects i.e., settlement, population density, river, slope, road. Logit (p)=-0.24087+0.04249(x1)+0.2815(x2)-0.42492(x3)-0,.0480(x4)+0.04010(x5). The results of binary logistic regression analysis showed goodness of fit value of 5471996.86 chi-square values of 60287.17 and pseudo r2 of 0.30 greater than 0.2, indicating the model is worth using. Based on the results of binary logistics regression analysis, it is known that distance from roads, distance from settlement and population density are influential to changes in forest land cover.\",\"PeriodicalId\":413872,\"journal\":{\"name\":\"Jurnal Tanah dan Sumberdaya Lahan\",\"volume\":\"46 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Jurnal Tanah dan Sumberdaya Lahan\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.21776/ub.jtsl.2023.010.2.11\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Jurnal Tanah dan Sumberdaya Lahan","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21776/ub.jtsl.2023.010.2.11","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

土地转换是指部分或整个土地区域的原有功能(按计划)改变为另一种功能,从而对环境和潜在土地本身产生负面影响(问题)。本研究旨在利用2016年和2021年的Landsats 8图像,分析五年来的土地覆盖变化,并分析库拉维街道有限生产林区土地覆盖变化的原因因素。本研究采用引导图像分析(监督)和二元logistic回归分析。利用聚落、人口密度、河流、坡度、道路5个可达性因子构建库拉维街道有限生产林区森林覆盖变化空间模型。分对数(p) = -0.24087 + 0.04249 (x1) + 0.2815 (x2) -0.42492 (x3) 0, .0480 (x4) + 0.04010 (x5)。二元logistic回归分析结果显示,拟合优度值为5471996.86,卡方值为60287.17,拟合r2为0.30大于0.2,说明该模型值得使用。二元logistic回归分析结果表明,道路距离、居民点距离和人口密度对森林土地覆被变化有显著影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ANALISIS DAN PEMODELAN SPASIAL PERUBAHAN TUTUPAN LAHAN DI HUTAN PRODUKSI TERBATAS KECAMATAN KULAWI KABUPATEN SIGI
Land conversion is a change in the function of a part or whole land area of its original function (as planned) into another function that becomes a negative impact (problem) on the environment and potential land itself. The study aims to analyze changes in land cover over five years with the image of Landsats 8 of 2016 and 2021 as well as analyze the factors of the cause of changes in land cover in the Limited Production Forest Area in Kulawi Subdistrict. The study used guided image analysis (supervised) and binary logistics regression analysis. The formation of spatial models of forest cover changes in the Kulawi Subdistrict Limited Production Forest Area using 5 modifier factors consisting of accessibility aspects i.e., settlement, population density, river, slope, road. Logit (p)=-0.24087+0.04249(x1)+0.2815(x2)-0.42492(x3)-0,.0480(x4)+0.04010(x5). The results of binary logistic regression analysis showed goodness of fit value of 5471996.86 chi-square values of 60287.17 and pseudo r2 of 0.30 greater than 0.2, indicating the model is worth using. Based on the results of binary logistics regression analysis, it is known that distance from roads, distance from settlement and population density are influential to changes in forest land cover.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信