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Species‐specific spring and autumn leaf phenology captured by time‐lapse digital cameras

机译:用延时数码相机捕获的物种特异性春季和秋季叶形候选

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摘要

Abstract Plant leaf phenology is typically observed either via ground‐based visual observations on individuals or via remote sensing of land surface vegetation. To integrate phenological information from both data sources, collected at different spatial scales using different observational protocols, digital cameras were deployed spanning canopy areas with enough spatial resolution to identify temporal changes in individual deciduous tree species with continuous observations. Comparisons of phenology between camera photography and in situ observations have been reported in prior studies; however, it is still unclear that how these camera images relate to field observations at individual and species levels, and how the metrics from those images provide comparable species‐specific phenological responses to environmental variation. We set a suite of digital time‐lapse cameras to acquire continuous photographs of deciduous tree canopies and conducted ground‐based visual observations in Connecticut, USA, from 2012 to 2014. Comparisons between image‐derived dates and observed phenological dates showed that both green and red color indices could be matched to ground observations, and red color indices showed good performance in matching autumn phenology across our group of eight tree species that dominate the southern New England forests. Linear mixed‐effects models were applied to investigate the relationships between climatic/weather conditions and the timing of peak and of intensity of red color in fall foliage for each species. Model results suggested that temperature, precipitation, drought stress in autumn, and heat stress in summer are all important factors to the timing of peak fall foliage color and that higher minimum temperatures (or lower cold degree‐day accumulation) in the autumn are linked to higher intensity of red coloration at least in sugar maples. This study improves our understanding of temporal and spatial variation in the phenology of deciduous trees captured by digital cameras. As well, this provides insights into relating species‐specific information on phenology from visual observations in the field to near‐surface remote sensing and points to the need for further research on autumn phenology using the change in redness of tree canopies.
机译:摘要植物叶候通常通过基于地面的视觉观察或通过近距离感应的土地表面植被观察。为了从两个数据源集成生物信息,使用不同的观察协议在不同的空间尺度上收集,数码相机被部署的跨越顶篷区域,具有足够的空间分辨率,以识别具有连续观察的单个落叶树种的时间变化。在先前的研究中报道了相机摄影和原位观察之间候选的候选比较;然而,尚不清楚这些相机图像如何与个体和物种水平的现场观察,以及如何从那些图像中的指标提供对环境变异的可比性特异性鉴别响应。我们设定了一套数字时间间隔相机,从2012年到2014年,在美国康涅狄格州康涅狄格犬和基于地面的视觉观测中获取连续照片。图像衍生的日期和观察到的刺杀日期之间的比较显示绿色和红颜色指数可以与地面观测相匹配,红颜色指数在我们占南部新英格兰森林南部的八种树种组中匹配秋季候选方面的良好表现。应用线性混合效应模型来研究气候/天气条件与每种物种落叶中红颜色的峰值与峰值的关系。模型结果表明,秋季温度,沉淀,干旱胁迫,夏季的热应力是峰值落叶颜色时序的重要因素,秋季中较高的最低温度(或较低的寒冷学位积累)与至少在糖枫树中更高的红色强度。本研究改善了我们对数码相机捕获的落叶树候选的时间和空间变化的理解。同样,这提供了与临界观测到临近表面遥感的视觉观测有关候选物种特定信息的见解,并考虑使用树木檐篷的发红的变化进一步研究秋季候选。

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