CELLULAR AUTOMATA MODELING IN THE BUILT UP AREAS WITHIN URBAN DEVELOPMENT AT PONTIANAK, WEST BORNEO, INDONESIA

Q4 Social Sciences
E. Nurhidayati, I. Buchori, M. Mussadun
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引用次数: 1

Abstract

This research integrated the GIS-Cellular Automata model with the regression model to predict urban development in Pontianak within the built up area change phenomena approach. The research aimed to understand built-up land use development in Pontianak during 1990-2015 and to predict its regional development in 2033. The employed method were satellite the image interpretation approach, hybrid interpretation, and built up land development prediction using transition rules like driving factors and inhibiting factors of urban development. The driving ones are accessibility related to distances to CBD, to main roads, and to the existing built regional areas while the inhibiting ones are peatland and the protected areas. The result showed that the hybrid interpretation, between visual and digital interpretations from the landsat images, can be used to map the built up lands with 94.8% of sampling point’s precision. The non-built up areas in Pontianak during 1990-2015 were 83.52 Ha/year, and the modelling result predicts that non-built regional areas in Pontianak during 2015-2033 will be 80.51 Ha/year heading toward northern and central areas of Pontianak.
元胞自动机建模在印尼西婆罗洲pontianak城市发展的建成区
本研究将GIS元胞自动机模型与回归模型相结合,在建成区变化现象方法中预测蓬蒂亚纳克的城市发展。该研究旨在了解1990年至2015年蓬蒂亚纳克的建成区土地利用发展情况,并预测2033年的区域发展。所采用的方法是卫星图像解释方法、混合解释方法,以及利用城市发展的驱动因素和抑制因素等转换规则建立土地开发预测。驱动因素是与到CBD、主要道路和现有建成区域的距离有关的可达性,而抑制因素是泥炭地和保护区。结果表明,陆地卫星图像的视觉和数字解释相结合的混合解释可以用于绘制已建成的土地,其精度为采样点的94.8%。1990-2015年期间,蓬蒂亚纳克的非建成区为83.52公顷/年,建模结果预测,2015-2033年期间,向蓬蒂亚纳克北部和中部地区发展的蓬蒂亚纳克非建成区将为80.51公顷/年。
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来源期刊
Geoplanning Journal of Geomatics and Planning
Geoplanning Journal of Geomatics and Planning Earth and Planetary Sciences-Computers in Earth Sciences
CiteScore
1.00
自引率
0.00%
发文量
5
审稿时长
4 weeks
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