Stand structure of tropical forests is strongly associated with primary productivity

IF 8.1 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES
Wenmin Zhang, Yanbiao Xi, Martin Brandt, Chunying Ren, Jialing Bai, Qin Ma, Rasmus Fensholt
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Abstract

Stand structure influences the distribution of light and water and thus affects the functioning of forest ecosystems. However, information on stand structure capturing both horizontal and vertical structures of forest canopies simultaneously is lacking. Here we use principal component analysis to derive a stand structural indicator (SSI) index based on four structural metrics derived from GEDI covering tropical forests and upscale the GEDI footprint-level SSI to a spatially continuous distribution using Sentinel-1&2 imagery. The majority of high SSI values representing higher forest height, density and diversity of canopy height, is found for all tropical forest areas in moist regions, natural forests, and regions with less fire activity. We show that SSI is positively correlated with primary productivity and that the sensitivity of productivity to SSI is larger in natural forests than in managed forests. Our results highlight synthesized stand structure information to support sustainable forest management and conservation. A strong link between stand structure and primary productivity is pervasively found in forests across the pantropical region, according to an analysis of GEDI lidar data and Sentinel remote sensing imagery.

Abstract Image

热带森林林分结构与初级生产力密切相关
林分结构影响光和水的分布,从而影响森林生态系统的功能。然而,林分结构中同时捕获林冠层水平和垂直结构的信息还很缺乏。本文采用主成分分析方法,基于覆盖热带森林的GEDI的四个结构指标,推导出林分结构指标(SSI)指数,并利用Sentinel-1&;2图像将GEDI足迹级SSI升级为空间连续分布。大多数高SSI值代表较高的森林高度、密度和冠层高度多样性,这些值出现在潮湿地区、天然林和火灾活动较少的地区的所有热带森林地区。结果表明,SSI与初级生产力呈正相关,天然林的生产力对SSI的敏感性大于人工林。我们的研究结果强调了林分结构信息的合成,以支持可持续的森林管理和保护。根据对GEDI激光雷达数据和Sentinel遥感图像的分析,在整个泛热带地区的森林中,普遍发现林分结构与初级生产力之间存在密切联系。
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来源期刊
Communications Earth & Environment
Communications Earth & Environment Earth and Planetary Sciences-General Earth and Planetary Sciences
CiteScore
8.60
自引率
2.50%
发文量
269
审稿时长
26 weeks
期刊介绍: Communications Earth & Environment is an open access journal from Nature Portfolio publishing high-quality research, reviews and commentary in all areas of the Earth, environmental and planetary sciences. Research papers published by the journal represent significant advances that bring new insight to a specialized area in Earth science, planetary science or environmental science. Communications Earth & Environment has a 2-year impact factor of 7.9 (2022 Journal Citation Reports®). Articles published in the journal in 2022 were downloaded 1,412,858 times. Median time from submission to the first editorial decision is 8 days.
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