Modeling understory shrub diversity related to environmental gradients using Akaike Information Criterion (AIC) in an urban forest in Jakarta, Indonesia

Gabriella Ria Kirana, Andrio A. Wibowo, Erwin Nurdin, Wisnu Wardhana, A. Basukriadi
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Abstract

Abstract. Kirana GR, Wibowo AA, Nurdin E, Wardhana W, Basukriadi A. 2023. Modeling understory shrub diversity related to environmental gradients using Akaike Information Criterion (AIC) in an urban forest in Jakarta, Indonesia. Asian J For 7: 74-80. The urban forest is one form of human-made ecosystem in urban environments. One of the most important components of urban forest ecosystem is understory shrubs. The sustainability of understory shrub community is supported by environmental variables suitable to its growth. Nonetheless, there has been limited information on how environmental variables contribute to the presence of shrubs in particular urban settings. This study aims to model the relationships between understory shrub diversity and environmental covariates, including air temperature, humidity, light intensity and wind speed, using the Akaike Information Criterion (AIC) in Srengseng Urban Forest, Jakarta, Indonesia. The result showed that there were 20 species and 12 families with the most common shrub species being Rivina humilis, followed by Acalypha siamensis, Cordyline fruticosa, Syzigium paniculatum and Caesalpinia pulcherrima. The average Shannon-Wiener diversity index was 0.671 (95% CI: 0.441, 0.901). The AIC models showed that understory shrub diversity was negatively correlated with humidity and positively correlated with light gradients with AIC values of 38.696 and 41.679, respectively. The diversity of understory shrubs in urban forests was significantly supported by sufficient light intensity (R2 = 0.29) and limited by an increase in air humidity (R2 = -0.44). The humidity and light intensity combinations also affect the understory shrub diversity (AIC = 38.900, R2 = 0.256). The results of these studies can help urban forest managers manage urban forests if aiming for biodiversity conservation, especially understory shrub species.
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在印度尼西亚雅加达的一片城市森林中,利用阿凯克信息准则(AIC)建立与环境梯度相关的林下灌木多样性模型
Abstract.Kirana GR, Wibowo AA, Nurdin E, Wardhana W, Basukriadi A. 2023.在印度尼西亚雅加达的城市森林中使用阿凯克信息标准(AIC)模拟与环境梯度相关的林下灌木多样性。Asian J For 7: 74-80.城市森林是城市环境中人造生态系统的一种形式。林下灌木是城市森林生态系统最重要的组成部分之一。林下灌木群落的可持续性离不开适合其生长的环境变量。然而,关于环境变量如何促进灌木在特定城市环境中的存在的信息却很有限。本研究旨在印度尼西亚雅加达 Srengseng 城市森林中,利用阿凯克信息标准(AIC)建立林下灌木多样性与环境协变量(包括气温、湿度、光照强度和风速)之间的关系模型。结果显示,灌木共有 20 种 12 科,最常见的灌木物种是 Rivina humilis,其次是 Acalypha siamensis、Cordyline fruticosa、Syzigium paniculatum 和 Caesalpinia pulcherrima。平均香农-维纳多样性指数为 0.671(95% CI:0.441,0.901)。AIC 模型显示,林下灌木多样性与湿度呈负相关,与光照梯度呈正相关,AIC 值分别为 38.696 和 41.679。充足的光照强度(R2 = 0.29)对城市森林中林下灌木的多样性有明显的支持作用,而空气湿度的增加(R2 = -0.44)则对其多样性有限制作用。湿度和光照强度组合也会影响林下灌木多样性(AIC = 38.900,R2 = 0.256)。这些研究结果有助于城市森林管理者以保护生物多样性为目标管理城市森林,尤其是林下灌木物种。
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