Data for: Stable isotope-inferred hydrology of ponds created by the Mount St. Helens eruption
Data files
Sep 17, 2025 version files 27.59 KB
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environmental_data_final.csv
9.78 KB
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isotopes_final.csv
14.14 KB
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README.md
3.68 KB
Abstract
Freshwater ponds are prevalent globally and provide critical ecosystem functions (e.g., water storage and groundwater recharge), yet little is known of their hydrological features immediately following formation. We analysed stable isotopes of water (δ2H, δ18O) to characterize spatio-temporal hydrologic variation in ponds created by the Mount St. Helens eruption. We also examined how climate and landscape features interact to regulate local hydrology. Ponds were sampled for isotopic analysis in spring (2015, 2017, 2018) and summer (2018). Mass balance models characterized the water balance of ponds (evaporation: inflow; E:I), as well as water sources (rain, snow). Other variables were measured in situ (temperature, conductance), collected from data sources (meteorology), or quantified with remote sensing (vegetation). Bayesian estimates of standard ellipse areas (SEAB) were used to compare isotopic values among years, whereas linear models were used to examine local and regional drivers of E:I, as well as intra-annual isotopic shifts. We observed high inter-annual variability (as SEAB), suggesting that snow was the main water source in wet years, but that the proportion of rain and snow varied among sites in dry years. Spring E:I was negatively correlated with total precipitation, whereas the importance of evaporation in summer varied with pond morphology, with large shallow ponds exhibiting the greatest evaporation. Evaporation regulated the hydrology of ponds with higher dissolved organic carbon (DOC; as residuals of DOC and chlorophyll). We show that simple metrics of basin morphometry can predict seasonal variability in pond hydrology, allowing managers to better estimate pond sensitivity to future climate conditions.
https://doi.org/10.5061/dryad.0zpc8675s
Datasets consist of environmental data and isotope data.
Description of the data and file structure
Missing data indicated with NA.
environmental_data_final.csv
uniqueID – a unique sample identifier to join environmental dataset with isotopic dataset
date – sample date; MM/DD/YYYY
year - sample year
pond – name of pond (M: Maratta region; H: Hummocks region)
region – Hummocks or Maratta
elev_m - elevation of ponds, derived from GPS measurements taken from pond shore; meters
lat – latitude of ponds, from GPS coordinates taken from pond shore; decimal degree
long – latitude of ponds, from GPS coordinates taken from pond shore; decimal degree
hydroperiod – categorical classification of pond hydroperiod
depth_cm – maximum depth of ponds; centimeters
area_m2 – surface area of ponds; meters^2
temp_water_C - surface water temperature of ponds, collected with a YSI ProPlus; degrees Celsius
spC – surface specific conductance of ponds, collected with a YSI ProPlus; μSiemens/centimeter
avg_wind_m_sec_1mo – average wind speed in the 1 month prior to sampling, obtained from US Forest Service Canyon Creek, Washington, weather station; meters/second
avg_temp_C_1mo - average daily air temperature in the 1 month prior to sampling, obtained from US Forest Service Canyon Creek, Washington, weather station; meters/second
tot_ppt_mm_1mo - total cumulative precipitation in the 1 month prior to sampling, obtained from US Forest Service Canyon Creek, Washington, weather station; millimeters
mean_ndvi – mean normalized difference vegetation index (NDVI) of the nearshore region within a 100-m buffer; unitless
DOC_ppm – surface dissolved organic carbon concentration from ponds; mg/L
pond_cc_pct – pond canopy cover; %
isotopes_final.csv
uniqueID – a unique sample identifier to join environmental dataset with isotopic dataset
date – sample date; MM/DD/YYYY
year - sample year
pond – name of pond (M: Maratta region; H: Hummocks region)
region – Hummocks or Maratta
top – isotope sample taken from pond surface (y: yes; n: no)
bottom – isotope sample taken from near pond bottom (y: yes; n: no)
season – season that sampling occurred; spring or summer
H - δ2H of pond sample; per mille (‰)
O - δ18O of pond sample; per mille (‰)
d.excess – index of evaporation (see text for details); unitless
lc.excess – line-conditioned excess, an index of evaporation (see text for details); unitless
gmwl.H – global meteoric water line; δ2H = 8*δ18O + 10; per mille (‰)
deltaP.H - δP the isotopic composition of precipitation for δ2H, values vary based on season (see text for details); per mille (‰)
deltaP.O - δP the isotopic composition of precipitation for δ18O, values vary based on season (see text for details); per mille (‰)
avg.temp.K – average daily air temperature in the month that sampling occurred, obtained from US Forest Service Canyon Creek, Washington, weather station; Kelvins (K)
avg.RH.pct – average daily relative humidity in the month that sampling occurred, obtained from US Forest Service Canyon Creek, Washington, weather station; percent (%)
EI – evaporation:inflow ratio; unitless
There are two datasets included: 1) environmental data; and 2) isotope data.
Variables in the environmental dataset were collected several ways, including in situ measurements (water temperature, specific conductance), analyzed in a laboratory following sampling (dissolved organic carbon), compiled from outside data sources (meteorological variables), or quantified with remote sensing (normalized difference vegetation index). Data processing is described in the manuscript.
Variables in the isotope dataset were analyzed in a laboratory following sampling (δ2H and δ18O), compiled from outside data sources (meteorological variables), or represent intermediate calculations. Briefly, water samples were collected by immersing high-density polyethylene bottles, which were then sealed tightly to prevent water evaporation. Samples were filtered through glass fiber filters (VWR, 0.45-µm pore size) on the day of collection, and the filtrate frozen until for further chemical analysis. Water samples were analyzed for δ2H and δ18O values using a Picarro L2120-I cavity ring-down spectrometer (CRDS), at the Institute of Environmental Change and Society (IECS), University of Regina, Saskatchewan, Canada (http://www.iecs-uregina.ca/). All isotope results are reported in δ notation in per mil units (‰) relative to local and international standards, including Vienna Standard Mean Ocean Water 2 (VSMOW2) and Standard Light Antarctic Precipitation 2 (SLAP2).
- Strecker, Angela L.; Sauer, Heather A.; Leavitt, Peter R.; Holgerson, Meredith A. (2025). Stable Isotope‐Inferred Hydrology of Ponds Created by the Mount St. Helens Eruption. Ecohydrology. https://doi.org/10.1002/eco.70103
