Data from: Warming reduces the compositional and biomass stability of alpine meadows via declines in species richness and functional dispersion
Data files
Oct 10, 2025 version files 70.44 KB
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code.R
16.91 KB
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raw_data.xlsx
45.15 KB
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README.md
8.38 KB
Abstract
Understanding the mechanisms that maintain grassland community composition and biomass stability is crucial for the functions and services provided by ecosystems under climate change, and the development of grassland management and restoration strategies. However, how the potential mechanisms of warming and altered precipitation combine to affect community compositional and biomass production stability is still not clear, especially in alpine ecosystem. Here, we conducted a 4-year field experiment to manipulate warming and precipitation alteration in an alpine meadow on the eastern Tibetan Plateau to investigate how climate change affects the temporal stability of plant community composition and biomass. We showed that warming alone decreased community biomass stability, and it combined with precipitation alteration decreased compositional stability, respectively, while precipitation alteration alone had no significant effect. The effect of warming on community compositional and biomass stability was influenced by precipitation change. Warming reduced community compositional and biomass stability by decreasing functional dispersion, while precipitation addition and reduction will alleviate and exacerbate the negative effects of warming on community composition and biomass stability by influencing species richness. Moreover, biomass stability is largely determined by asynchrony among species. Our results suggest that climate warming and combined with precipitation alteration would reduce alpine community compositional stability primarily by reducing functional dispersion and species richness, and reduce the stability of community biomass via decreasing compositional stability. Thus, our findings provide valuable information for the sustainable functioning of grassland maintenance, highlighting that future grassland conservation and management should consider increasing species and functional diversity to mitigate or recover the negative impacts of climate warming on alpine plant community composition and biomass stability.
Dataset DOI: 10.5061/dryad.gf1vhhn2j
Description of the data and file structure
This database comprises two components: raw data for analysis and complete analytical code. Below are the metadata (describing variables, units, and file structure) and annotations for the R code.
Files and variables
File: raw_data.xlsx
Description: The all data for this study was selected from 2018 to 2021 year.
The file (raw data.xlsx) includes 5 sheets:
Variables
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Sheet1-climate: The data of soil temperature and moisture across 2018-2021 year.
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Sheet2-diversity: The data of species richness, FDis, community biomass and dominant, common, and rare species biomass across 2018-2021 year.
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Sheet3-stability: The data of community biomass stability and other drivers across 2018-2021 year.
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Sheet4-Figure1: The mean and se of all respose factors under six treatments for Figure1.
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Sheet5-Figure2:The mean and se of all respose factors under six treatments for Figure2.
There are no restrictions on the data. The empty cells in the data sheets indicate not available (NA).
Column name Key Time The study time from 2018-2021 Treatment The six treatment combination of warming and precipitation change treatments (including Control, Drought, Wet, Warming, Warming+Drought, Warming+Wet) W Abbreviation for warming treatment (W) in two-factor experiment (Warming and precipitation change treatments) P Abbreviation for precipitation treatment (P) Block Experimental replicate block coding Soil moisture The soil moisture data from 2019-2021(unit: v/v) Soil temperature The soil temperature data from 2019-2021(unit:℃) Richness The number of species in each sample plot FDis Functional dispersion Biomass Community biomass Dominant biomass Dominant species biomass(unit:g/m2) Common biomass Common species biomass(unit:g/m2) Rare biomass Rare species biomass(unit:g/m2) Stability The community biomass stability Grass The grass species biomass stability Sedge The sedge species biomass stability Forb The forb species biomass stability Dominant The dominant species biomass stability Common The common species biomass stability Rare The rare species biomass stability Asychrony The community species asychrony Compositional stability The community compositioanal stability Species richness The mean of species richness across three years FDis The mean of functional dispersion across three years CWMheight The mean of CWM plant height (unit: cm) CWMLA The mean of CWM leaf area (LA, cm2) CWMLDMC The mean of CWM leaf dry matter content (LDMC, mg/g) CWMSLA The mean of CWM specific leaf area (SLA, cm2/g) CWMseedmass The mean of CWM seed mass (mass per 100 seeds) Treatment1 The scale of the X-axis when plotting av The average of the variable se The standard error of the variable Group The group of Ambient and Warming Factor The group of different factors
File: code.R
Description: This R Markdown file contains annotated R code to generate all the figures presented in the manuscript. It loads the necessary libraries and creates all figures using ggplot2 and other relevant R packages. Each figure corresponds to the same figure number and labels as mentioned in the manuscript and can be saved in a designated output directory in high-resolution formats (e.g., PNG, PDF, or JPG).
Code/software
The specific R analysis code and annotation are shown in the R file.
