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Climate change analysis to study land surface temparature trends

机译:气候变化分析以研究地表温度趋势

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Climate change is a matured area and it is of current social and economic concern. It has drawn political attention due to recent global efforts to curb its damaging effect. Due to increased availability of geographical data, the knowledge discovery from datasets is critical for climate change science and its impacts. This research work discusses the prospects of analysing climate change w.r.t recorded trends in a biotic factors such as land surface temperature using data mining. A region based study on India has been conducted in order to compute and analyse the recorded trends against proposition of “human influence climate change” advocated especially for developing economy. The approach used here is graphing and clustering techniques such as K-means. The experimental results show the demographics professing the ground reality of global warming.
机译:气候变化是一个成熟的领域,目前引起社会和经济关注。由于最近全球为遏制其破坏性作用而进行的努力,它引起了政治上的关注。由于地理数据的可用性增加,从数据集中发现知识对于气候变化科学及其影响至关重要。这项研究工作探讨了使用数据挖掘来分析气候变化的前景,而该趋势不会记录诸如地表温度等生物因素的趋势。为了计算和分析记录的趋势以反对“人类影响的气候变化”,特别是为发展中的经济而提倡的“人类影响的气候变化”的提议,已经对印度进行了区域研究。此处使用的方法是绘图和聚类技术,例如K-means。实验结果表明,人口统计资料证明了全球变暖的现实情况。

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