Impact of the 2015 El Niño event on Borneo: Detection of drought damage using solar-induced chlorophyll fluorescence

IF 1.4 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY
Kazutaka MURAKAMI, Makoto SAITO, Hibiki M. NODA, Haruki OSHIO, Yukio YOSHIDA, Kazuhito ICHII, Tsuneo MATSUNAGA
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引用次数: 0

Abstract

 Remotely sensed solar-induced chlorophyll fluorescence (SIF) is applicable as an indicator of changing photosynthetic activity in terrestrial ecosystems. The vegetation of Borneo has previously been affected by drought and fire during El Niño events. Changes in satellite-based SIF data during an El Niño event in Borneo in 2015 were examined using three satellites-GOSAT, GOME-2, and OCO-2-covering the whole island and its southern and northern areas, respectively. Relationships between environmental factors and vegetation damage, precipitation, fire incidence, vegetation indices, and gross primary production (GPP), which were determined using machine-learning methods, were also examined for the period 2007–2018. SIF tended to be low in dry seasons, even in normal years, possibly because of increased drought stress and/or a higher incidence of fires with less precipitation. During the dry season of 2015, there were significant reductions in SIF in southern Borneo where fires were frequent. Other vegetation indices and GPP were also lower. Serious drought conditions with frequent fires during the El Niño event might have caused ecological degradation throughout Borneo, with a significant decrease in SIF.

2015 年厄尔尼诺现象对婆罗洲的影响:利用太阳诱导的叶绿素荧光检测干旱损害
遥感太阳诱导叶绿素荧光(SIF)可作为陆地生态系统光合作用活动变化的指标。婆罗洲的植被曾在厄尔尼诺现象期间受到干旱和火灾的影响。利用分别覆盖全岛及其南部和北部地区的三颗卫星--GOSAT、GOME-2 和 OCO-2,研究了 2015 年婆罗洲发生厄尔尼诺现象期间卫星 SIF 数据的变化。还研究了 2007-2018 年期间环境因素与植被破坏、降水量、火灾发生率、植被指数和总初级生产力(GPP)之间的关系,并使用机器学习方法确定了这些因素。即使在正常年份,旱季的 SIF 也往往较低,这可能是由于干旱压力增加和/或降水较少导致火灾发生率较高。在 2015 年的旱季,火灾频发的婆罗洲南部的 SIF 显著下降。其他植被指数和 GPP 也有所降低。厄尔尼诺现象期间火灾频发的严重干旱条件可能导致整个婆罗洲的生态退化,SIF显著下降。
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来源期刊
Journal of Agricultural Meteorology
Journal of Agricultural Meteorology AGRICULTURE, MULTIDISCIPLINARYMETEOROLOGY-METEOROLOGY & ATMOSPHERIC SCIENCES
CiteScore
2.70
自引率
7.70%
发文量
18
期刊介绍: For over 70 years, the Journal of Agricultural Meteorology has published original papers and review articles on the science of physical and biological processes in natural and managed ecosystems. Published topics include, but are not limited to, weather disasters, local climate, micrometeorology, climate change, soil environment, plant phenology, plant response to environmental change, crop growth and yield prediction, instrumentation, and environmental control across a wide range of managed ecosystems, from open fields to greenhouses and plant factories.
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