Sedimentation of autochthonous labile lipids facilitates methane ebullition
Data files
Jan 05, 2026 version files 496.35 KB
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code_lipids.R
38.17 KB
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data.xlsx
441.60 KB
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methane.xlsx
10.90 KB
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README.md
5.68 KB
Abstract
Methane (CH₄) emissions from reservoirs contribute largely to global greenhouse gas budgets, with ebullition from sediments being the main pathway. Methanogenesis is the final step in the anaerobic microbial degradation of organic matter, but the specific substrates promoting this step still remain poorly understood. Here, we identify specific lipids in the organic matter from sediment traps during a one-year cycle to further relate them with in-situ CH₄ ebullition measurements. Phytol, short-chain n-alkanols, and short-chain fatty acids showed either a strong synchrony or a brief one-week delay to CH₄ ebullition peaks, indicating a fast transformation of these substrates by syntrophic microorganisms into precursors of methanogenesis. Phytol sedimentation was strongly coupled to CH₄ ebullition, highlighting the importance of this chlorophyll degradation substrate. Also, sedimentation of unsaturated fatty acids from autochthonous algae and zooplankton was synchronized with CH4 ebullition. Our research underlines the role of lipid structure, origin, and seasonality, providing key insights for predicting CH4 ebullition under the current increase in eutrophication.
AUTHORS:
Andrés Martínez-García, Ignacio Peralta-Maraver, Miriam García-Algualcil, Eva Rodríguez-Velasco, Marta Rodrigo-Gámiz, Sebastian Naeher, Isabel Reche
FILES: Contains 3 files:
1. code_lipids.R - R script to replicate analyses and the figures, including:
Figure 2: Time series showing how the Methane Index and the GDGT/Crenarchaeol ratio relateto methane emissions over time
Figure 3: Specific lipids vs. methane representation, and correlation values
Figure 4: PCA of lipid profiles and methane ebullition
Figure 5: Visualizing model terms
2. Dataset with two different .xlsx documents
2.1. data.xlsx - time_series: Contains information of the sampled variables during the study period.
Columns:
date: date of sampling
C12_OH: C-12 n-alkanol sedimentation flux
C13_OH: C-13 n-alkanol sedimentation flux
C14_OH: C-14 n-alkanol sedimentation flux
C15_OH: C-15 n-alkanol sedimentation flux
C16_OH: C-16 n-alkanol sedimentation flux
C17_OH: C-17 n-alkanol sedimentation flux
C18_OH: C-18 n-alkanol sedimentation flux
C20_OH: C-20 n-alkanol sedimentation flux
C21_OH: C-21 n-alkanol sedimentation flux
C22_OH: C-22 n-alkanol sedimentation flux
C23_OH: C-23 n-alkanol sedimentation flux
C24_OH: C-24 n-alkanol sedimentation flux
C25_OH: C-25 n-alkanol sedimentation flux
C26_OH: C-26 n-alkanol sedimentation flux
C27_OH: C-27 n-alkanol sedimentation flux
C28_OH: C-28 n-alkanol sedimentation flux
C29_OH: C-29 n-alkanol sedimentation flux
C30_OH: C-30 n-alkanol sedimentation flux
Phytol: Phytol sedimetation flux
Cholesterol: Cholesterol sedimetation flux
Cholestanol: Cholestanol sedimetation flux
Brassicasterol: Brassicasterol sedimetation flux
Campesterol: Campesterol sedimetation flux
Campestanol: Campestanol sedimetation flux
Stigmasterol: Stigmasterol sedimetation flux
Stigmastanol: Stigmastanol sedimetation flux
Sitosterol: Sitosterol sedimetation flux
Sitostanol: Sitostanol sedimetation flux
beta_amyrin: beta_amyrin sedimetation flux
alpha_amyrin: alpha_amyrin sedimetation flux
Amyrins: Amyrins sedimetation flux
lupeol: lupeol sedimetation flux
diplopterol: diplopterol sedimetation flux
Sitosterol: Sitosterol sedimetation flux
C27_sterols: summatory of sterols with 27 carbons
C28_sterols: summatory of sterols with 28 carbons
C29_sterols: summatory of sterols with 29 carbons
C12_FA: total C12:0 fatty acid sedimentation flux
C13_FA: total C13:0 fatty acid sedimentation flux
C14_iso: C14:0 isomer fatty acid sedimentation flux
C14_0: C14:0 fatty acid sedimentation flux
C14_FA: total C14:0 fatty acid sedimentation flux
C15_iso: C15:0 isomer fatty acid sedimentation flux
C15_anteiso: C15:0 isomer fatty acid sedimentation flux
C15_0: C15:0 fatty acid sedimentation flux
C15_FA: total C15:0 fatty acid sedimentation flux
C16_iso: C16:0 isomer fatty acid sedimentation flux
C16_0: C16:0 fatty acid sedimentation flux
C16_FA: total C16:0 fatty acid sedimentation flux
C17_iso: C17:0 isomer fatty acid sedimentation flux
C17_anteiso: C17:0 isomer fatty acid sedimentation flux
C17_0: C17:0 fatty acid sedimentation flux
C17_FA: total C17:0 fatty acid sedimentation flux
C18_FA: C18:0 fatty acid sedimentation flux
C20_FA: C20:0 fatty acid sedimentation flux
C22_FA: C22:0 fatty acid sedimentation flux
C23_FA: C23:0 fatty acid sedimentation flux
C24_FA: C24:0 fatty acid sedimentation flux
C26_FA: C26:0 fatty acid sedimentation flux
C28_FA: C28:0 fatty acid sedimentation flux
C16_1ω5: C16:1ω5 fatty acid sedimentation flux
C16_1ω7: C16:1ω7 fatty acid sedimentation flux
C16_1ω6: C16:1ω6 fatty acid sedimentation flux
C16_1ω8: C16:1ω8 fatty acid sedimentation flux
C17_1ω7: C17:1ω7 fatty acid sedimentation flux
C18_1ω9: C18:1ω9 fatty acid sedimentation flux
C18_1ω7: C18:1ω7 fatty acid sedimentation flux
C18_1ω5: C18:1ω5 fatty acid sedimentation flux
C18_2ω6: C18:2ω6 fatty acid sedimentation flux
C18_1ω7: C18:2ω7 fatty acid sedimentation flux
C20_1ω9: C20:1ω9 fatty acid sedimentation flux
C20_1ω7: C18:1ω7 fatty acid sedimentation flux
methane: methane ebullition rate
total_FA: summatory of all measured fatty acids
total_OH: summatory of all measured n-alkanols
SCOH: summatory of all measured short chain (C12-C20) n-alkanols
SCOH: summatory of all measured long chain (C21-C30) n-alkanols
nitrate: water column nitrate concentration
sulphate: water column sulphate concentration
oxygen: water column oxygen concentration
temperature: water column temperature concentration
GDGT0_cren: GDGT0/crenarchaeol ratio
MI: Methane Index
TLE: total lipid extract concentration
GDGT0: GDGT-0 sedimentation flux
GDGT1: GDGT-1 sedimentation flux
GDGT2: GDGT-2 sedimentation flux
GDGT3: GDGT-3 sedimentation flux
Cren: Crenarchaeol sedimentation flux
IIIa: GDGT-IIIa sedimentation flux
IIIb: GDGT-IIIb sedimentation flux
IIIc: GDGT-IIIc sedimentation flux
IIa: GDGT-IIa sedimentation flux
IIb: GDGT-IIb sedimentation flux
IIc: GDGT-IIc sedimentation flux
Ia: GDGT-Ia sedimentation flux
Ib: GDGT-Ib sedimentation flux
Ic: GDGT-Ic sedimentation flux
synchronous_FA: summatory of all synchonous fatty acids
Lagged_FA: summatory of all 1-week lagged fatty acids
isoGDGT: summatory of all isoprenoid fatty acids
brGDGT: summatory of all branched fatty acids
2.2. methane.xlsx - Correlation between methane and lipids - for graphical representation
Columns:
methane: repeated methane text
column: name of each lipid
cor: correlation value for each compound with methane
p: p-value for each compound with methane
code: code to order compounds in graph 3d
IMPORTANT NOTE: empty cells in dataset represent missing values
