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Patterns of irrigated rice growth and malaria vector breeding in Mali using multi-temporal ERS-2 synthetic aperture radar

机译:多时相ERS-2合成孔径雷达在马里的灌溉水稻生长方式和疟疾媒介育种模式

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摘要

We explored the use of the European Remote Sensing Satellite 2 Synthetic Aperture Radar (ERS-2 SAR) to trace the development of rice plants in an irrigated area near Niono, Mali and relate that to the density of anopheline mosquitoes, especially An. gambiae. This is important because such mosquitoes are the major vectors of malaria in sub-Saharan Africa, and their development is often coupled to the cycle of rice development. We collected larval samples, mapped rice fields using GPS and recorded rice growth stages simultaneously with eight ERS-2 SAR acquisitions. We were able to discriminate among rice growth stages using ERS-2 SAR backscatter data, especially among the early stages of rice growth, which produce the largest numbers of larvae. We could also distinguish between basins that produced high and low numbers of anophelines within the stage of peak production. After the peak, larval numbers dropped as rice plants grew taller and thicker, reducing the amount of light reaching the water surface. ERS-2 SAR backscatter increased concomitantly. Our data support the belief that ERS-2 SAR data may be helpful for mapping the spatial patterns of rice growth, distinguishing different agricultural practices, and monitoring the abundance of vectors in nearby villages.
机译:我们探索了使用欧洲遥感卫星2合成孔径雷达(ERS-2 SAR)来追踪马里尼奥诺(Niono)附近灌溉区水稻植物的发育,并将其与按蚊,尤其是按蚊的密度相关。冈比亚这很重要,因为此类蚊子是撒哈拉以南非洲疟疾的主要传播媒介,其发展往往与稻米的发展周期有关。我们收集了幼虫样品,使用GPS绘制了稻田图,同时记录了八次ERS-2 SAR采集,记录了水稻的生长阶段。我们能够使用ERS-2 SAR反向散射数据来区分水稻的生长期,尤其是在水稻生长的早期阶段,这些阶段产生的幼虫数量最多。我们还可以区分在高峰生产阶段生产高数量和少数量按蚊的盆地。高峰之后,随着水稻植株越来越高和越来越浓,幼虫数量下降,从而减少了到达水面的光量。 ERS-2 SAR的反向散射随之增加。我们的数据支持以下观点:ERS-2 SAR数据可能有助于绘制水稻生长的空间格局,区分不同的农业作法以及监视附近村庄中媒介的丰富性。

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