Global patterns and drivers of seagrass biomass, net primary production and meadow structure
Data files
Nov 07, 2025 version files 2.37 MB
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Dataset_ecological_biomass_complete.csv
2.24 MB
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Final_code_analysis_and_plotting.R
124.87 KB
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README.md
3.81 KB
Abstract
We decipher global patterns in seagrass growth and structure to advance seagrass science, facilitate multidisciplinary research, and promote effective management strategies and policy development for seagrass habitats. A global data set on seagrass total biomass, total NPP, shoot density, and percent cover was compiled for 11 genera. Here, we tested how these variables change across seagrass genera, life-history strategy, and geographic location, and then sought to decipher the environmental drivers of the patterns observed. The mean (±SE) total biomass of seagrasses globally was estimated at 340 ± 10 g DW m -2, and total NPP was estimated at 5.4 ± 0.4 g DW m -2 d-1. Mean shoot density across all genera was 1,780 ± 67 shoots m-2, and percent cover was 42 ± 1%. Persistent genera showed the highest total biomass, followed by opportunistic and then colonising genera, whereas shoot density was higher for colonising than for persistent, which had the highest percent cover. Latitudinal and bioregional patterns were identified for some genera, and were mostly driven by genus-specific traits, followed by localised environmental factors. Trends in seagrass meadow ecology were largely influenced by seagrass genera and their life-history strategy, with localised environmental factors, such as temperature and nutrients, also playing a role. Global estimates of seagrass biomass and NPP were 2 times higher than previously reported. Seagrass life-history strategies modulate the trade-offs between NPP and biomass to thrive in specific habitats. This study provides the most updated global synthesis of patterns in seagrass growth and structure.
Dataset DOI: 10.5061/dryad.kprr4xhh1
Description of the data and file structure
Data file of metadata and seagrass variables extracted from studies looking at seagrass productivity and structure from 1975-2024 and environmental variable data from Bio-ORACLE v2.0 (2000-2014).
Empty cells denoted that data was not available.
R script for processing analysis and graphing
Files and variables
File: Final_code_analysis_and_plotting.R
Description: Code for analysing and plotting data. This R script imports and cleans a seagrass dataset, adds biological and geographic classifications,customize the appearance of the ggplot map and counts the number of non-missing observations of total productivity per genus.
File: Dataset_ecological_biomass_complete.csv
Description: Seagrass ecology variable data collected from meta-analyses including informati,on on location and BIO-oracle environmental data.
Variables
- Unique.ID: For identifying entries from different papers
- Latitude: Latitude
- Longitude: Longitude
- Bioregion: Based on Short et al., 2007 that formulat ( bioregions to classify seagrass distribution.
- Geotype: Whether the seagrass was Estuarine or marine
- Genera: The genus of seagrass
- Year.of.sampling: When the record was collected
- Above.ground.biomass..g.DW.m.2.: Above ground biomass in grams of dry weight per metre squared
- Below.ground.biomass..g.DW.m.2.: Below ground biomass in grams of dry weight per metre squared
- Total.biomass..g.DW.m.2.: The sum of Above ground and below ground biomass if total biomass was not reported
- Shoot.density..no..shoots.m.2.: Shoot density in the number of shoots per metre squared
- Percent.cover....: Percentage cover of seagrass shoots
- Leaf.density..no..leaves.m.2.: Leaf density in the number of leaves per metre squared
- Above.ground.production..g.DW.m.2.day..1.: Above ground production in grams of dry weight per metre squared per day
- Below.ground.production..g.DW.m.2.day..1.: Below ground production in grams of dry weight per metre squared per day
- Total.production..g.DW.m.2.day..1.: The sum of above ground and below ground production if not reported
- Shoot.production..g.DW.m.2.day..1.: Growth of shoots in grams of dry weight per metre squared per day
- Leaf.production..g.DW.m.2.day..1.: Growth of leaves in grams of dry weight per metre squared per day
- Reference: Article reference
- DOI: Link to article
- BO22_tempmean_ss: Mean sea surface temperature ºC
- BO22_tempmax_ss: Maximum sea surface temperature ºC
- BO22_tempmin_ss: Minimum sea surface temperature ºC
- BO22_ph: ph
- BO22_parmax: Maximum photosynthetically available radiation E.m -2.day -1
- BO22_parmean: Mean photosynthetically available radiation E.m-2.day-1
- BO22_carbonphytomax_ss: Maximum sea surface phytoplankton mmol.m-3
- BO22_carbonphytomean_ss: Mean sea surface phytoplankton mmol.m-3
- BO22_ironmean_ss: Mean sea surface iron concentration mmol . m-3
- BO22_nitratemax_ss: Maximum sea surface nitrate concentration mmol . m-3
- BO22_phosphatemax_ss: Maximum sea surface phosphate concentration mmol.m-3
- BO22_ppmax_ss: Maximum sea surface primary productivity mmol . m-3
- BO22_curvelmean_ss: Mean sea surface water velocity m.s-1
- BO22_ppmean_ss: Mean sea surface primary productivity mmol . m-3
- BO22_salinitymean_ss: Mean salinity
- BO22_silicatemean_ss: Mean silicate concentration mmol.m-3
- BO22_dissoxmin_ss: Sea surface minimum dissolved molecular oxygen mmol . m-3
- BO22_dissoxmean_ss: Sea surface mean dissolved molecular oxygen mmol . m-3
- BO22_chlomean_ss: Sea surface mean chlorophyll mg . m-3
