首页> 外文会议>2010 4th International Conference on Bioinformatics and Biomedical Engineering >Agricultural Burning Detection Using Remote Sensing: A Case Study in Zhejiang Province, China
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Agricultural Burning Detection Using Remote Sensing: A Case Study in Zhejiang Province, China

机译:基于遥感的农业燃烧检测:以浙江省为例

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Random agricultural burning such as crop straw fire, especial during the harvest seasons of summer and autumn, is a very common phenomenon in rural or suburban cities in China. However, several pollutions may caused by this kind of biomass burning including climate-destructive aerosols and carbon fluxes which decrease seriously regional air quality and may have an negative impact on public human health leading to respiratory illness. Using remote sensing is an available method to detect and monitor agricultural burning arbitrarily with its better time and spatial effectiveness. As a part of EOS mission, MODIS was suitable for fire detection as some high-temperature-sensitive bands of the sensor had been improved. A hybrid algorithm presented by the paper had archived two major advancements on adjusting the potential thresholds to suit lower temperature of crop straw burning than forest fires and introducing latest land cover data to exclude fake agriculture burning fire points which not located in croplands. The results had been validated by FIRMS's active fire production suggesting that the modified algorithm works well for agriculture burning under complex land characteristic of eastern China, especially in Zhejiang province. A very large potential for satellite data as an efficient method to detect agriculture burning was also demonstrated in the study.
机译:在中国农村或郊区城市,非常普遍的现象是随机发生的农业燃烧,例如农作物秸秆燃烧,特别是在夏季和秋季的收获季节。但是,这种生物质燃烧可能会造成一些污染,包括破坏气候的气溶胶和碳通量,它们会严重降低区域空气质量,并可能对导致呼吸道疾病的公共人类健康产生负面影响。利用遥感技术可以更好地在时间和空间上有效地任意检测和监测农业燃烧。作为EOS任务的一部分,MODIS适用于火灾探测,因为已改善了传感器的一些高温敏感带。本文提出的一种混合算法在调整潜在阈值以适应农作物秸秆燃烧温度低于森林大火的温度以及引入最新的土地覆盖数据以排除不在农田中的假冒农业燃烧点方面,存档了两项主要进展。 FIRMS的主动火力生产证明了该结果,表明该改进算法对华东地区(尤其是浙江省)复杂土地特征下的农业燃烧非常有效。这项研究还证明了将卫星数据作为检测农业燃烧的有效方法的巨大潜力。

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