基于Sentinel-1时间序列SAR数据的双极化雷达植被指数监测。

IF 3.6 3区 生物学 Q1 PLANT SCIENCES
Plant Biology Pub Date : 2025-05-16 DOI:10.1111/plb.70036
B Ranjit, W Bijker, H Aghababaei, A Stein
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引用次数: 0

摘要

全球变暖和人为气候变化加剧了干旱的发生,引起了人们对其频率、强度和持久性不断上升的担忧。由于预测到本世纪末干旱将会增加,因此必须找到有效和具有成本效益的方法来评估和监测干旱的影响。我们利用免费的卫星遥感图像来研究森林的干旱胁迫。本研究利用Sentinel-1 (S1)合成孔径雷达(SAR)时间序列数据,评价了强烈和持续干旱对温带阔叶落叶森林的影响。我们首次使用s1衍生的双极化雷达植被指数(DpRVI)来检测和表征森林的干旱影响。从2014年10月13日至2023年7月3日获取的S1 SAR图像获得每月DpRVI偏差中位数。在干旱期间,森林通过DpRVI的下降表现出干旱效应。这可归因于冠层枝叶减少和冠层含水量减少。2018年干旱影响的开始表现为负的DpRVI中位数偏差。2018-2020年的多年干旱产生了累积效应,在随后的几年中,直到2021年,DpRVI中位数的负偏差有所增加。这项研究证明了利用s1衍生的DpRVI来评估干旱对阔叶林冠层影响的潜力。应进一步研究区分冠层含水量下降和冠层枝叶数量和结构变化对观测到的DpRVI下降的相对贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dual Polarimetric Radar Vegetation Index for monitoring forest moisture stress using time series of Sentinel-1 SAR data.

Global warming and anthropogenic climate change have intensified drought occurrences, raising concerns about their escalating frequency, intensity, and persistence. With the projection that droughts will increase at the end of the century, it is important to find efficient and cost-effective methods to assess and monitor drought impacts. We leverage freely available satellite-based remote sensing images to study drought stress in forest. In this study, we evaluate the impact of intense and prolonged drought on temperate broadleaf deciduous forests using Sentinel-1 (S1) Synthetic Aperture Radar (SAR) time series data. For the first time, we used the S1-derived Dual Polarimetric Radar Vegetation Index (DpRVI) to detect and characterize drought effects in forests. Monthly median DpRVI deviations were obtained from S1 SAR images acquired between 13 October 2014 and 3 July 2023. The forest exhibited drought effects through a decline in DpRVI during droughts. These can be attributed to both reduced canopy branches and leaves, and decreased canopy water content. The onset of drought effects in 2018 was captured with negative median DpRVI deviations. An accumulated effect of the multi-year drought 2018-2020 occurred, as evident by increased negative median DpRVI deviations in the subsequent years up to 2021. This study demonstrates the potential of using S1-derived DpRVI to assess the impacts of droughts on broadleaf forest canopies. Further investigation should be carried out to discriminate the relative contributions of the declining canopy water content and changes in the amount and structure of canopy branches and leaves to the observed DpRVI decline.

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来源期刊
Plant Biology
Plant Biology 生物-植物科学
CiteScore
8.20
自引率
2.60%
发文量
109
审稿时长
3 months
期刊介绍: Plant Biology is an international journal of broad scope bringing together the different subdisciplines, such as physiology, molecular biology, cell biology, development, genetics, systematics, ecology, evolution, ecophysiology, plant-microbe interactions, and mycology. Plant Biology publishes original problem-oriented full-length research papers, short research papers, and review articles. Discussion of hot topics and provocative opinion articles are published under the heading Acute Views. From a multidisciplinary perspective, Plant Biology will provide a platform for publication, information and debate, encompassing all areas which fall within the scope of plant science.
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