利用Sentinel-2 NDVI时间序列评价温带森林对晚春霜冻和炎热干旱事件的冠层光谱响应

IF 4.5 Q2 ENVIRONMENTAL SCIENCES
Michele Dalponte , Davide Andreatta , David A. Coomes , Luca Belelli Marchesini , Daniele Marinelli , Loris Vescovo , Damiano Gianelle
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引用次数: 0

摘要

由于气候变化,预计极端气候事件(ECEs)将增加,但我们对这些事件如何影响森林生态系统功能的了解仍然有限。每个物种对ECEs的反应可能不同,这取决于它们的生态,但我们缺乏对这些反应的区域视角。在这里,我们追踪了意大利阿尔卑斯山3000平方公里森林内16种树种的冠层绿化率(即来自Sentinel-2图像的NDVI)的年内变化。研究区域在2019年5月经历了一次晚春霜冻事件,在2022年7月经历了一次炎热干旱,这使我们能够通过比较2018-2024年期间观测到的NDVI的季节性趋势来量化物种对ECEs的响应。2019年霜冻的影响是非常局域化的,主要影响林冠光谱响应和物候特征。在那里,当霜冻发生时,树木已经发育出嫩芽和一些幼叶,导致最早的叶子枯萎或掉落,变绿阶段较慢,但没有持久的影响。高温干旱对低海拔栎林的影响最大:2022年7月以后,栎林的冠层绿度明显下降,但后续年份未见残留影响。在高海拔地区,一些物种对热浪的反应是不同寻常的绿色冠层,这表明它们从温暖的环境中受益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Canopy spectral responses of temperate forests to late spring frost and hot drought events assessed with Sentinel-2 NDVI time series
Extreme climatic events (ECEs) are projected to increase due to climate change, but we still have limited understanding of how these events affect the functioning of forest ecosystems. Each species may react differently to ECEs, depending on their ecology, but we lack a regional perspective on these responses. Here we tracked intra-annual changes in the canopy greenness (i.e. NDVI from Sentinel-2 imagery) of 16 tree species growing within 3000 km2 of forests of the Italian Alps. The study region was subject to a late spring frost event in May 2019, and a hot drought in July 2022, allowing us to quantify species responses to ECEs by comparison of seasonal trends in NDVI observed over the period 2018–2024. The effects of 2019 frost were very localized and mainly affected the canopy spectral response and phenology of Fagus sylvatica L. in areas around 1000 m a.s.l.. There, trees had developed buds and some juvenile leaves when frost occurred, resulting in the wilting or dropping of the earliest leaves, and slower green-up phase but no lasting impacts. The hot drought had its largest impact on Quercus ilex L. forests growing at low elevations: there was a clear decrease in canopy greenness from July onwards in 2022, but no residual impacts were observed the following years. At higher elevations, some species had unusually green canopies in response to the heatwave suggesting they benefitted from warmer conditions.
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来源期刊
CiteScore
8.00
自引率
8.50%
发文量
204
审稿时长
65 days
期刊介绍: The journal ''Remote Sensing Applications: Society and Environment'' (RSASE) focuses on remote sensing studies that address specific topics with an emphasis on environmental and societal issues - regional / local studies with global significance. Subjects are encouraged to have an interdisciplinary approach and include, but are not limited by: " -Global and climate change studies addressing the impact of increasing concentrations of greenhouse gases, CO2 emission, carbon balance and carbon mitigation, energy system on social and environmental systems -Ecological and environmental issues including biodiversity, ecosystem dynamics, land degradation, atmospheric and water pollution, urban footprint, ecosystem management and natural hazards (e.g. earthquakes, typhoons, floods, landslides) -Natural resource studies including land-use in general, biomass estimation, forests, agricultural land, plantation, soils, coral reefs, wetland and water resources -Agriculture, food production systems and food security outcomes -Socio-economic issues including urban systems, urban growth, public health, epidemics, land-use transition and land use conflicts -Oceanography and coastal zone studies, including sea level rise projections, coastlines changes and the ocean-land interface -Regional challenges for remote sensing application techniques, monitoring and analysis, such as cloud screening and atmospheric correction for tropical regions -Interdisciplinary studies combining remote sensing, household survey data, field measurements and models to address environmental, societal and sustainability issues -Quantitative and qualitative analysis that documents the impact of using remote sensing studies in social, political, environmental or economic systems
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