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评估2005年干旱后亚马逊森林持续低微波后向散射的多种成因。

Evaluating multiple causes of persistent low microwave backscatter from Amazon forests after the 2005 drought.

作者信息

Frolking Steve, Hagen Stephen, Braswell Bobby, Milliman Tom, Herrick Christina, Peterson Seth, Roberts Dar, Keller Michael, Palace Michael

机构信息

Institute for the Study of Earth, Oceans, and Space, University of New Hampshire, Durham, NH, United States of America.

Department of Earth Sciences, University of New Hampshire, Durham, NH, United States of America.

出版信息

PLoS One. 2017 Sep 5;12(9):e0183308. doi: 10.1371/journal.pone.0183308. eCollection 2017.

Abstract

Amazonia has experienced large-scale regional droughts that affect forest productivity and biomass stocks. Space-borne remote sensing provides basin-wide data on impacts of meteorological anomalies, an important complement to relatively limited ground observations across the Amazon's vast and remote humid tropical forests. Morning overpass QuikScat Ku-band microwave backscatter from the forest canopy was anomalously low during the 2005 drought, relative to the full instrument record of 1999-2009, and low morning backscatter persisted for 2006-2009, after which the instrument failed. The persistent low backscatter has been suggested to be indicative of increased forest vulnerability to future drought. To better ascribe the cause of the low post-drought backscatter, we analyzed multiyear, gridded remote sensing data sets of precipitation, land surface temperature, forest cover and forest cover loss, and microwave backscatter over the 2005 drought region in the southwestern Amazon Basin (4°-12°S, 66°-76°W) and in adjacent 8°x10° regions to the north and east. We found moderate to weak correlations with the spatial distribution of persistent low backscatter for variables related to three groups of forest impacts: the 2005 drought itself, loss of forest cover, and warmer and drier dry seasons in the post-drought vs. the pre-drought years. However, these variables explained only about one quarter of the variability in depressed backscatter across the southwestern drought region. Our findings indicate that drought impact is a complex phenomenon and that better understanding can only come from more extensive ground data and/or analysis of frequent, spatially-comprehensive, high-resolution data or imagery before and after droughts.

摘要

亚马孙地区经历了影响森林生产力和生物量蓄积的大规模区域性干旱。星载遥感提供了关于气象异常影响的全流域数据,这是对亚马孙广袤偏远湿润热带森林相对有限的地面观测的重要补充。相对于1999 - 2009年仪器的完整记录,2005年干旱期间,森林冠层的早晨过境QuikScat Ku波段微波后向散射异常低,并且低早晨后向散射在2006 - 2009年持续存在,之后该仪器出现故障。持续的低后向散射被认为表明森林对未来干旱的脆弱性增加。为了更好地归因干旱后低后向散射的原因,我们分析了亚马孙盆地西南部(南纬4° - 12°,西经66° - 76°)2005年干旱区域及其北部和东部相邻8°×10°区域的多年网格化遥感数据集,这些数据集包括降水量、地表温度、森林覆盖和森林覆盖损失以及微波后向散射。我们发现,与持续低后向散射的空间分布存在中度到弱的相关性,这些变量与三组森林影响相关:2005年干旱本身、森林覆盖损失以及干旱后与干旱前年份相比更温暖干燥的旱季。然而,这些变量仅解释了整个西南部干旱区域后向散射降低变化的约四分之一。我们的研究结果表明,干旱影响是一个复杂的现象,只有通过更广泛的地面数据和/或对干旱前后频繁、空间全面、高分辨率数据或图像的分析才能更好地理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3838/5584941/5e1c4954e4dd/pone.0183308.g001.jpg

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