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首页> 外文期刊>Journal of the Indian Society of Remote Sensing >Assessment of Point-Based Fragmentation Using Geospatial Technology and Markov Chain Analysis: A Case Study of Kamrup Districts (Rural and Metro), Assam, India
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Assessment of Point-Based Fragmentation Using Geospatial Technology and Markov Chain Analysis: A Case Study of Kamrup Districts (Rural and Metro), Assam, India

机译:利用地理空间技术和马尔可夫链分析评估基于点的碎片分析 - 以印度阿萨姆斯(农村和地铁)为例

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摘要

This study aims to demonstrate the utility of Markov chain analysis and geospatial technology to assess point-based fragmentation. It has been observed that unprecedented urbanization is primarily responsible for abrupt changes in the land system of cities.Such abrupt changes may lead to fragmentation of urban landscape and its neighbourhood areas. Generally, fragmentation begins with point locations and may convert into line- and polygon-based fragmentations. This is necessary to understand that fragmentation has negative consequences on the habitat suitability and ecosystem of a city. Consequently, this may also affect the environment in the context of sustainability. Hence, the present work proposes a framework to identify the possible hot spots of point-based fragmentation. This may help in containing landscape fragmentation. It begins with identification of zones which are more vulnerable to fragmentation using Markov chain analysis. Next, the zone-based vulnerability analysis has been downscaled to point-based fragmentation using block statistics-based spatial overlay operation. Results of the proposed framework have been validated through field survey. It has been found that landscape is fragmenting in the identified hot spots by the proposed framework. Effective measures for containing point-based fragmentation in these places may be adopted to avoid the conversion of point-based fragmentation into either line-based or polygon-based fragmentation.
机译:本研究旨在展示马尔可夫链分析和地理空间技术评估基于点的碎片的效用。已经观察到,前所未有的城市化主要负责城市土地系统的突然变化。突然的变化可能导致城市景观及其邻里地区的碎片。通常,碎片化以点位置开始,并且可以转换为基于线和基于多边形的碎片。这是必须了解碎片对城市的栖息地适用性和生态系统产生负面影响。因此,这也可能影响可持续性背景下的环境。因此,本工作提出了一种框架,以识别基于点的碎片的可能热点。这可能有助于容纳景观碎片。它始于使用Markov链分析更容易易受碎片的区域的鉴定。接下来,使用基于块统计的空间覆盖操作,基于区域的漏洞分析已缩小到基于点的碎片。通过现场调查验证了拟议框架的结果。已经发现,所识别的框架,景观在所识别的热点中是片段化的。可以采用在这些地方含有基于点的碎片的有效措施,以避免将基于点的分段转化为基于线的或基于多边形的破碎化。

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