STUDY ON SPATIAL-TEMPORAL URBAN GROWTH AND LAND CONSUMPTION PATTERNS OF THIMPHU, BHUTAN USING MULTI-TEMPORAL SATELLITE IMAGES

Indra Bahadur Chhetri
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Abstract

Like many other countries, Bhutan is also experiencing rapid trend of urban expansion mainly due to out-migration from rural to urban areas particularly in capital city, Thimphu. This study focuses on the dynamics of urban expansion, evaluating urban growth and land consumption pattern of Thimphu, using multi-temporal Landsat images during the year 1990-2018. The main aim of the study is to perform supervised classification to classify built-up area, green area, bare-land and others (water bodies, agricultural lands, etc…) and to perform a change analysis from the viewpoint of increasing the built-up areas (man-made structures) and decreasing in green and open spaces. Moreover, the study also highlights how has the land consumption pattern of the region changed over the years. The findings of the study confirmed that the Thimphu city has its built-up areas increased during 1990-2018 with net growth of 4.63 km2 (106.19%). The urban area was 4.36 km2 in 1990, 5.80 km2 in 2000 (33.03% growth), which increased to 7.24 km2 in 2013 (24.83% growth) and 8.99 km2 (24.17% growth) in 2018. The study also showed that there is decrease in land consumption between 1990-2018. In 1990, land consumption was 155.65 m2 per person which decreased to 78.48 m2 per person in 2018. This decrease in land consumption indicate that the city is experiencing increased densification between the years 1990-2018. The classifier performance evaluation was done using overall accuracy and kappa coefficient. The classification produced an overall accuracies ranging between 78.74% to 90.46 % and overall kappa statistics between 0.72 to 0.87 for all years indicating classification accuracy of moderate to substantial accuracy.
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基于多时相卫星图像的不丹廷布城市增长与土地消费时空格局研究
像许多其他国家一样,不丹也经历着城市扩张的快速趋势,主要是由于从农村到城市地区的移民,特别是在首都廷布。本研究利用1990-2018年的多时相Landsat图像,重点研究廷布的城市扩张动态,评估城市增长和土地消费模式。研究的主要目的是进行监督分类,对建成区、绿地、裸地等(水体、农用地等)进行分类,并从建成区(人工建筑)增加、绿地和开放空间减少的角度进行变化分析。此外,该研究还强调了该地区土地消费模式多年来的变化。研究结果证实,廷布市的建成区在1990年至2018年期间有所增加,净增长4.63平方公里(106.19%)。城市面积1990年为4.36 km2, 2000年为5.80 km2(增长33.03%),2013年为7.24 km2(增长24.83%),2018年为8.99 km2(增长24.17%)。该研究还表明,1990年至2018年期间,土地消耗有所减少。1990年,人均土地消耗量为155.65平方米,2018年降至78.48平方米。土地消耗的减少表明,该城市在1990年至2018年期间正在经历高密度化。用总体准确率和kappa系数对分类器性能进行评价。分类的总体准确率在78.74%到90.46%之间,所有年份的总体kappa统计量在0.72到0.87之间,表明分类准确率为中等到相当高。
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