Turfgrass Soil Carbon Change Through Time: Raw Data and Code

Description

Data Description Managed turfgrass is a common component of urban landscapes that is expanding under current land use trends. Previous studies have reported high rates of soil carbon sequestration in turfgrass, but no systematic review has summarized these rates nor evaluated how they change as turfgrass ages. We conducted a meta-analysis of soil carbon sequestration rates from 63 studies. Those data, as well as the code used to analyze them and create figures, are shared here.

Dataset Development We conducted a systematic review from Nov 2020 to Jan 2021 using Google Scholar, Web of Science, and the Michigan Turfgrass Information File Database. The search terms targeted were "soil carbon", "carbon sequestration", "carbon storage", or “carbon stock”, with "turf", "turfgrass", "lawn", "urban ecosystem", or "residential", “Fescue”, “Zoysia”, “Poa”, “Cynodon”, “Bouteloua”, “Lolium”, or “Agrostis”. We included only peer-reviewed studies written in English that measured SOC change over one year or longer, and where grass was managed as turf (mowed or clipped regularly). We included studies that sampled to any soil depth, and included several methodologies: small-plot research conducted over a few years (22 datasets from 4 articles), chronosequences of golf courses or residential lawns (39 datasets from 16 articles), and one study that was a variation on a chronosequence method and compiled long-term soil test data provided by golf courses of various ages (3 datasets from Qian & Follett, 2002). In total, 63 datasets from 21 articles met the search criteria.

We excluded 1) duplicate reports of the same data, 2) small plot studies that did not report baseline SOC stocks, and 3) pure modeling studies. We included five papers that only measured changes in SOC concentrations, but not areal stocks (i.e., SOC in Mg ha-1). For these papers, we converted from concentrations to stocks using several approaches. For two papers (Law & Patton, 2017; Y. Qian & Follett, 2002) we used estimated bulk densities provided by the authors. For the chronosequences reported in Selhorst & Lal (2011), we used the average bulk density reported by the author. For the 13 choronosequences reported in Selhorst & Lal (2013), we estimated bulk density from the average relationship between percent C and bulk density reported by Selhorst (2011). For Wang et al. (2014), we used bulk density values from official soil survey descriptions.

Data provenance In most cases we contacted authors of the studies to obtain the original data. If authors did not reply after two inquiries, or no longer had access to the data, we captured data from published figures using WebPlotDigitizer (Rohatgi, 2021). For three manuscripts the data was already available, or partially available, in public data repositories. Data provenance information is provided in the document "Dataset summaries and citations.docx".

Recommended Uses We recommend the following to data users:

  1. Consult and cite the original manuscripts for each dataset, which often provide additional information about turfgrass management, experimental methods, and environmental context. Original citations are provided in the document "Dataset summaries and citations.docx".
  2. For datasets that were previously published in public repositories, consult and cite the original datasets, which may provide additional data on turfgrass management practices, soil nitrogen, and natural reference sites. Links to repositories are in the document "Dataset summaries and citations.docx".
  3. Consider contacting the dataset authors to notify them of your plans to use the data, and to offer co-authorship as appropriate.

Resources

Name Format Description Link
Raciti2011_from author.csv CSV Open resource
TurfgrassCarbonMeta-analysis_v1.R R Open resource
ModifiedVonHadenESMScript.R R Open resource
Dataset summaries and citations.docx Doc Open resource
All_Turfgrass_Data_ByLayer.xlsx XLS Open resource
CarbonDatabase_Submit_Oct2022.xlsx XLS Open resource
Braun2019_Kansas_tidy.csv CSV Open resource
Campbell2014_AuthorsCopy_tidy.csv CSV Open resource
Carley2011_NorthCarolina.xlsx XLS Open resource
Contosta2020_Manchester_tidy.csv CSV Open resource
Gautum2020_tidy_0.csv CSV Open resource
Golubiewski2006_Denver.csv CSV Open resource
Huh2008.csv CSV Open resource
Huyler2013_AuthorsCopy_tidy.csv CSV Open resource
Qian2002_FairwaysCO.csv CSV Open resource
Qian2002_FairwaysWY.csv CSV Open resource
Qian2002_GreensCO.csv CSV Open resource
Sapkota2020_Lubbock.csv CSV Open resource
Selhorst2011_OHFairways_tidy.csv CSV Open resource
Selhorst2011_OHRough_tidy.csv CSV Open resource
Selhorst2013_Albuquerque_tidy.csv CSV Open resource
Selhorst2013_Atlanta_tidy.csv CSV Open resource
Selhorst2013_Cheyenne_tidy.csv CSV Open resource
Selhorst2013_Dallas_tidy.csv CSV Open resource
Selhorst2013_Denver_tidy.csv CSV Open resource
Selhorst2013_Duluth_tidy.csv CSV Open resource
Selhorst2013_Houston_tidy.csv CSV Open resource
Selhorst2013_LasVegas_tidy.csv CSV Open resource
Selhorst2013_Minneapolis_tidy.csv CSV Open resource
Selhorst2013_Orlando_tidy.csv CSV Open resource
Selhorst2013_Phoenix_tidy.csv CSV Open resource
Selhorst2013_Portland_tidy.csv CSV Open resource
Selhorst2013_SanFrancisco_tidy.csv CSV Open resource
Selhorst2013_Seattle_tidy.csv CSV Open resource
Selhorst2013_Wichita_tidy.csv CSV Open resource
Selhorst2013_Wooster_tidy.csv CSV Open resource
SethCarley2011_NorthCarolina_tidy.csv CSV Open resource
Shi2012_NorthCarolina_0.csv CSV Open resource
Smith2018_tidy.csv CSV Open resource
Townsend2010_AthleticField.csv CSV Open resource
Townsend2010_Lawns.csv CSV Open resource
Trammell2020_tidy.csv CSV Open resource
Wang2014_0.csv CSV Open resource
DataDictionary_2.xlsx XLS Open resource
file_list_turfgrass.txt Text Open resource

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