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Land-use-land-cover change detection and application of Markov model: A case study of Eastern part of Kolkata

机译:Markov模型的土地利用土地覆盖变更检测与应用 - 以加尔各答东部的一个案例研究

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Land-use change of a region acts as an indicator of human impact on the landscape. Increasing urban growth has induced adverse landscape alterations which need to be predicted and controlled, especially in the urban areas and 'rurban' fringes, to prevent the trends of urbanization from engulfing the ecology. The present discussion makes an attempt to address this issue by assessing the present and predicting the future spatio-temporal dynamisms in land use and land cover along the urban and rurban fringe area of eastern Kolkata, stretching from the Eastern Metropolitan Bypass to Bhangar areas in West Bengal, India. For the fulfilment of the work, Landsat imageries of 1991 and 2016 have been chosen to depict the present urban growth, following which the results have been predicted and validated to show how the various land-use categories might change, using the Markov model. The study has depicted that urban growth continues to shift eastwards, resulting in greater number of urban patches in eastwards. The validation of positive and negative growth of respective land-use patterns with Markov model is within 10%. So, if the current reclamation activities continue, the original land cover shall decrease by 70% of the study area and these shall be replaced by urban areas.
机译:区域的土地利用变更作为人类影响景观的指标。越来越多的城市成长诱导了需要预测和控制的不利景观改变,特别是在城市地区和“蒋山”条纹中,以防止城市化趋势吞噬生态学。目前的讨论通过评估目前和预测沿着东哥尔卡塔东部的城市和陆南边缘地区的土地利用和陆地覆盖,从东部大都市旁路到西方的布兰加地区延伸到陆地利润区,试图解决这个问题印度孟加拉邦。为了实现工作的履行,已选中1991年和2016年的Landsat成像,以描述目前的城市增长,以便使用Markov模型来展示如何改变各种土地使用类别的结果。该研究表明,城市增长继续向东转动,以东地区造成更多的城市斑块。与马尔可夫模型相应土地使用模式的正面和负增长的验证在10%以内。因此,如果目前的填海活动继续,原始土地覆盖率应减少70%的研究区,这些区域应由城市地区取代。

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