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Potential of Landsat spectral indicesin regard to the detection of forest health changesdue to drought effects

机译:Landsat光谱索引对森林卫生变化的潜力潜在,对旱灾影响

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Because of climatic variability that has been increasing in last decades a higher drought risk seriously influences the forest vitality from regional to global scale. Despite there are of many studies that describe the spectral response of forest stands to the water stress, there is still a lack of information concerning the full understanding of forest reaction to the water deficiency over a longer time period. We hypothesize that the various severity and/or frequency of drought periods will resultin different spectral responses of forest stands. The forest response was detected using two spectral vegetation indices (normalized difference moisture index - NDMI, wetness) which are widely used for the detection of forest health changes. These indices were calculated on the basis of Landsat (TM, ETM+ and OLI) imagery which includes 105 scenes from the 2005-2016 period. The area of our interest includes 300 forest stands (dominated with Norway spruce) in the Czech Republic, Moravia. These stands wereidentified as damaged by drought that occurred during the 2012-2017 period. To document the climatic water deficiency, two climatic indices were calculated (AWBPE, standardized precipitation evapotranspiration index). Despite high correlation of both spectral indices, the NDMI has high sensitivity to the drought events. However, both indices significantly decreased in reaction to the drought events. In case of the 2012 drought event the decrease was one year delayed, probably due to the lower severityof drought effect. The both groups of spectral and climatic indices bring valuable information in regard to the description and understanding of drought effect on the spruce forest stands.
机译:由于旧年几十年的气候变异性,更高的干旱风险严重影响区域到全球范围的森林活力。尽管存在许多研究表明森林的频谱响应是水分压力,但仍然缺乏关于森林反应对较长时间段的森林反应的信息。我们假设干旱期的各种严重程度和/或频率将导致森林站的不同光谱响应。使用两种光谱植被指数(归一化差异湿度指数 - NDMI,湿度)检测到森林反应,这些指数广泛用于检测森林健康变化。这些指数是根据Landsat(TM,ETM +和OLI)图像计算的,其中包括来自2005 - 2016年期间的105个场景。我们的兴趣领域包括300棵森林(挪威云杉)在摩拉维亚捷克共和国的森林(挪威云杉)。这些代表被2012-2017期间发生的干旱损坏。为了记录气候缺水,计算了两个气候指数(AWBPE,标准化降水蒸发指数)。尽管光谱指数高度相关性,但NDMI对干旱事件具有很高的敏感性。然而,两种索引对干旱事件的反应显着降低。如果2012年干旱事件的情况下,减少延迟了一年,可能是由于干旱效应的较低。两组谱和气候指数都会在云杉林立场的描述和理解方面带来有价值的信息。

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