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TREND ASSESSMENT OF CROP VIGOUR IN APPLE ORCHARDS USING TIME SERIES HIGH RESOLUTION SATELLITE DATA

机译:利用时间序列高分辨率卫星数据评估苹果园中作物活力的趋势

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Himachal is known as the apple state of India and covers nearly 49 per cent of the total area under fruit crop and 87 per cent of the total fruit production. Though area under apple orchards is growing, the present orchards are not able to meet the requirements of the country. Many orchards have become uneconomic and require rejuvenation practices in order to boost their economic yield. Remote sensing has played a vital role in assessment of orchard inventories in India and around the globe. However, very few studies have been directed in the area that utilizes remote sensing as a tool to keep a track of orchards to be considered for rejuvenation. The present study was conducted in Shimla district of Himachal Pradesh, in an effort to identify such orchards. Apple area was identified using supervised classification of RESOURCESAT-2 LISS IV data (~5 m spatial resolution). L1SS III data (~23 m resolution) from RESOURCESAT 1 and 2 over past 10 years (2005 - 2015) were used to study the trend of vigour of the apple orchards. It was done by using regression analysis of the NDV1 of the 10 years data against time represented by the years. Apple orchards of Shimla were characterized based on the analysis. Steady decline in the trend in vigour of apple orchards can indicate need of rejuvenation practices in those areas. But in Shimla, such areas constitute very negligible areas. The result is also validated by the ground observation that the apple farmers take exceptionally good care of their crop. Future scope of studies include impact of global warming, shift in suitable growing degree days and unconventional pest-disease effects. The study can be used to delineate areas requiring rejuvenation practices in other study areas and also for other crops like mango.
机译:喜马al尔邦被称为印度的苹果州,占水果作物总面积的近49%,占水果总产量的87%。尽管苹果园下的面积正在增长,但目前的果园仍不能满足该国的要求。许多果园已经变得不经济,需要进行复兴实践以提高其经济产量。遥感在评估印度乃至全球果园库存方面发挥了至关重要的作用。但是,在利用遥感作为追踪果园以进行复兴的工具的领域中,针对该领域的研究很少。本研究是在喜马al尔邦西姆拉地区进行的,目的是确定这种果园。使用RESOURCESAT-2 LISS IV数据(〜5 m空间分辨率)的监督分类确定了苹果区域。使用过去10年(2005年至2015年)来自资源1和资源2的L1SS III数据(约23 m分辨率)来研究苹果园的活力趋势。这是通过对10年数据的NDV1相对于以年表示的时间进行回归分析来完成的。根据分析对西姆拉苹果园进行了表征。苹果园活力的趋势持续下降可能表明需要在这些地区进行复兴。但是在西姆拉,此类区域构成的区域可以忽略不计。地面观察结果也证实了这一结果,即苹果农户对农作物的照顾特别好。未来的研究范围包括全球变暖的影响,合适的生长天数的转变以及非常规的病虫害影响。该研究可用于确定其他研究区域以及芒果等其他农作物需要复兴实践的地区。

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