Diuk-Wasser M A, Dolo G, Bagayoko M, Sogoba N, Toure M B, Moghaddam M, Manoukis N, Rian S, Traore S F, Taylor C E
Department of Epidemiology and Public Health, Yale School of Medicine, New Haven, Connecticut.
Int J Remote Sens. 2006 Feb;27(3):535-548. doi: 10.1080/01431160500104350.
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.
我们探索了利用欧洲遥感卫星2合成孔径雷达(ERS - 2 SAR)来追踪马里尼奥诺附近灌溉区水稻植株的生长情况,并将其与按蚊,尤其是冈比亚按蚊的密度联系起来。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,而且它们的生长往往与水稻生长周期相关联。我们采集了幼虫样本,使用全球定位系统(GPS)绘制稻田地图,并在进行8次ERS - 2 SAR数据采集的同时记录水稻生长阶段。我们能够利用ERS - 2 SAR后向散射数据区分水稻生长阶段,特别是在水稻生长早期,这个阶段会产生最多数量的幼虫。我们还能够在产量高峰期区分出按蚊数量高和低的流域。高峰期过后,随着水稻植株长得更高更密,到达水面的光照量减少,幼虫数量下降,ERS - 2 SAR后向散射随之增加。我们的数据支持这样一种观点,即ERS - 2 SAR数据可能有助于绘制水稻生长的空间模式、区分不同的农业实践以及监测附近村庄病媒的数量。