Three Decades of Grassland Emergence in the Terai-Duar Savanna and Grasslands Ecoregion: Patterns and Drivers.

IF 3.6 2区 生物学 Q1 PLANT SCIENCES
Swapnil Bhowal, Subham Banerjee, Robert John
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引用次数: 0

Abstract

Background and aims: Grasslands in the Terai-Duar Savanna and Grasslands ecoregion, located at the base of the Himalayas, are disturbance-dependent ecosystems where grassland loss due to woody encroachment has been reported in recent decades. However, some of this loss is offset by grassland emergence, but the extent and drivers of grassland expansion remain poorly understood. Here, we aim to study the relationship between grassland emergence, ecosystem characteristics, and disturbance factors.

Methods: We analyzed satellite-based land cover classifications (Landsat TM/OLI) from 1988 to 2019 across eight protected areas (four in each of India and Nepal) to quantify grassland emergence starting from non-grassland land cover. We applied a two-tiered Bayesian modelling framework: (1) a landscape-scale mixed-effects binomial model (with protected area as a random effect) to identify environmental drivers, and (2) site-specific spatial regression models with conditional autoregressive priors to capture local patterns while accounting for spatial autocorrelation.

Key results: Over the last three decades, grassland emergence was observed in 9.5% of the non-grassland area, which accounts for ∼37% of the current grassland extent. Grassland emergence was favoured in sites with steep slopes, high soil moisture content (as indicated by the topographic wetness index), and frequent fire, but inhibited at higher elevations and greater distances from human settlements or water bodies. The importance of environmental drivers varied by site, and the effects of fire were strongest in high-rainfall sites, whereas topographic and hydrological factors dominated in the drier sites. Greater grassland formation near human settlements suggests that anthropogenic disturbance (mainly livestock grazing and fires) can mimic natural processes in creating open habitats.

Conclusions: These findings underscore the ecological significance of disturbance regimes (flood, human influence, and fire) in maintaining grasslands and habitat management for conservation.

泰莱-杜尔稀树草原和草原生态区三十年草地的形成:模式与驱动因素
背景与目的:泰莱-杜尔热带稀树草原和草原生态区位于喜马拉雅山脉的底部,是一种依赖干扰的生态系统,近几十年来,由于树木入侵而导致的草地损失已经有所报道。然而,其中一些损失被草地的出现所抵消,但草地扩张的程度和驱动因素仍然知之甚少。在此,我们旨在研究草地出现、生态系统特征和干扰因素之间的关系。方法:我们分析了1988年至2019年8个保护区(印度和尼泊尔各4个)基于卫星的土地覆盖分类(Landsat TM/OLI),以量化从非草地土地覆盖开始的草地出现。我们采用了双层贝叶斯建模框架:(1)景观尺度混合效应二项模型(保护区作为随机效应)来识别环境驱动因素;(2)具有条件自回归先验的特定地点空间回归模型,在考虑空间自相关的同时捕捉局部模式。关键结果:在过去30年里,9.5%的非草地面积出现了草地,占目前草地面积的37%。在坡度陡峭、土壤含水量高(地形湿度指数)、火灾频繁的地区,草地的出现更为有利,而在海拔较高、距离人类住区或水体较远的地区,草地的出现受到抑制。环境驱动因素的重要性因地点而异,火灾的影响在高降雨量地区最强,而地形和水文因素在干旱地区占主导地位。人类住区附近更大的草地形成表明,人为干扰(主要是牲畜放牧和火灾)可以模拟自然过程,创造开放的栖息地。结论:这些发现强调了干扰机制(洪水、人类影响和火灾)在维持草原和生境保护管理中的生态意义。
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来源期刊
Annals of botany
Annals of botany 生物-植物科学
CiteScore
7.90
自引率
4.80%
发文量
138
审稿时长
3 months
期刊介绍: Annals of Botany is an international plant science journal publishing novel and rigorous research in all areas of plant science. It is published monthly in both electronic and printed forms with at least two extra issues each year that focus on a particular theme in plant biology. The Journal is managed by the Annals of Botany Company, a not-for-profit educational charity established to promote plant science worldwide. The Journal publishes original research papers, invited and submitted review articles, ''Research in Context'' expanding on original work, ''Botanical Briefings'' as short overviews of important topics, and ''Viewpoints'' giving opinions. All papers in each issue are summarized briefly in Content Snapshots , there are topical news items in the Plant Cuttings section and Book Reviews . A rigorous review process ensures that readers are exposed to genuine and novel advances across a wide spectrum of botanical knowledge. All papers aim to advance knowledge and make a difference to our understanding of plant science.
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