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Ebullitive methane emissions from oxygenated wetland streams JOHN T. CRAWFORD 1,2 , EMILY H. STANLEY 2 , SETH A. SPAWN 3 , JACQUES C. FINLAY 4 , LUKE C. LOKEN 1 andROBERT G. STRIEGL 1 1 U.S. Geological Survey, National Research Program, Boulder, CO 80303, USA, 2 Center for Limnology, University of Wisconsin-Madison, 680 N. Park St., Madison, WI 53706, USA, 3 St. Olaf College, Northfield, MN 55057, USA, 4 Department of Ecology, Evolution and Behavior, University of Minnesota, St. Paul, MN 55108, USA Abstract Stream and river carbon dioxide emissions are an important component of the global carbon cycle. Methane emis- sions from streams could also contribute to regional or global greenhouse gas cycling, but there are relatively few data regarding stream and river methane emissions. Furthermore, the available data do not typically include the ebullitive (bubble-mediated) pathway, instead focusing on emission of dissolved methane by diffusion or convection. Here, we show the importance of ebullitive methane emissions from small streams in the regional greenhouse gas balance of a lake and wetland-dominated landscape in temperate North America and identify the origin of the meth- ane emitted from these well-oxygenated streams. Stream methane flux densities from this landscape tended to exceed those of nearby wetland diffusive fluxes as well as average global wetland ebullitive fluxes. Total stream ebullitive methane flux at the regional scale (103 Mg C yr 1 ; over 6400 km 2 ) was of the same magnitude as diffusive methane flux previously documented at the same scale. Organic-rich stream sediments had the highest rates of bubble release and higher enrichment of methane in bubbles, but glacial sand sediments also exhibited high bubble emissions rela- tive to other studied environments. Our results from a database of groundwater chemistry support the hypothesis that methane in bubbles is produced in anoxic near-stream sediment porewaters, and not in deeper, oxygenated groundwaters. Methane interacts with other key elemental cycles such as nitrogen, oxygen, and sulfur, which has implications for ecosystem changes such as drought and increased nutrient loading. Our results support the conten- tion that streams, particularly those draining wetland landscapes of the northern hemisphere, are an important com- ponent of the global methane cycle. Keywords: carbon dioxide, ebullition, methane, rivers, upscaling, wetlands Received 30 October 2013 and accepted 8 April 2014 Introduction Stream and river carbon dioxide (CO 2 ) emissions are recognized as an important component of the global carbon (C) cycle (Cole et al., 2007; Butman & Raymond, 2011; Raymond et al., 2013). There is also evidence that streams and other freshwaters could be important natu- ral sources of atmospheric methane (CH 4 ) (Bastviken et al., 2011), but there remains large uncertainty due to a paucity of studies reporting CH 4 fluxes, and a lack of data for many parts of the globe. Although a significant freshwater CH 4 source is possible, wetlands are the dominant natural global source of atmospheric CH 4 (Walter et al., 2001; Dlugokencky et al., 2011). The glo- bal atmospheric CH 4 budget is reasonably well con- strained (Dlugokencky et al., 2011), yet large discrepancies have been shown between bottom-up (field scale) and top-down (atmospheric inverse technique) estimates of emissions, particularly in wet- lands, with a potential ‘missing’ wetland CH 4 source of ~87 Tg C yr 1 (Walter et al., 2001). However, a more recent assessment revealed potential overestimates from bottom-up approaches (Kirshcke et al., 2013), highlighting the continued uncertainty of the global CH 4 budget. One potential explanation for the large discrepancies between budgeting approaches, particu- larly for the earlier bottom-up underestimates, is that additional CH 4 sources such as freshwater ecosystems, and/or source pathways such as ebullition (bubble- mediated), are not accounted for. Recent inventories of freshwater CH 4 emissions may even require a reduc- tion in top-down wetland emission estimates globally (Bridgham et al., 2013). Despite a general omission of aquatic accounting in the global CH 4 budget, recent work suggests that global lake CH 4 emissions (includ- ing both diffusive and ebullitive pathways) range from 8 to 48 Tg C yr 1 (Bastviken et al., 2004), with a poten- tial additional source of 3.8 Tg C yr 1 from permafrost thaw lakes in North Siberia alone (Walter et al., 2006). Correspondence: John T. Crawford, tel. 608 262 3014, fax 608 265 2340, e-mail: [email protected] 1 © 2014 John Wiley & Sons Ltd Global Change Biology (2014), doi: 10.1111/gcb.12614 Global Change Biology
15

Ebullitive Methane Emissions from Oxygenated Wetland Streams

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Page 1: Ebullitive Methane Emissions from Oxygenated Wetland Streams

Ebullitive methane emissions from oxygenated wetlandstreamsJ OHN T . CRAWFORD1 , 2 , EM ILY H . S TANLEY 2 , S ETH A . S PAWN3 , JACQUES C . F INLAY 4 ,

LUKE C . LOKEN1 and ROBERT G. STRIEGL1

1U.S. Geological Survey, National Research Program, Boulder, CO 80303, USA, 2Center for Limnology, University of

Wisconsin-Madison, 680 N. Park St., Madison, WI 53706, USA, 3St. Olaf College, Northfield, MN 55057, USA,4Department of Ecology, Evolution and Behavior, University of Minnesota, St. Paul, MN 55108, USA

Abstract

Stream and river carbon dioxide emissions are an important component of the global carbon cycle. Methane emis-

sions from streams could also contribute to regional or global greenhouse gas cycling, but there are relatively few

data regarding stream and river methane emissions. Furthermore, the available data do not typically include the

ebullitive (bubble-mediated) pathway, instead focusing on emission of dissolved methane by diffusion or convection.

Here, we show the importance of ebullitive methane emissions from small streams in the regional greenhouse gas

balance of a lake and wetland-dominated landscape in temperate North America and identify the origin of the meth-

ane emitted from these well-oxygenated streams. Stream methane flux densities from this landscape tended to exceed

those of nearby wetland diffusive fluxes as well as average global wetland ebullitive fluxes. Total stream ebullitive

methane flux at the regional scale (103 Mg C yr�1; over 6400 km2) was of the same magnitude as diffusive methane

flux previously documented at the same scale. Organic-rich stream sediments had the highest rates of bubble release

and higher enrichment of methane in bubbles, but glacial sand sediments also exhibited high bubble emissions rela-

tive to other studied environments. Our results from a database of groundwater chemistry support the hypothesis

that methane in bubbles is produced in anoxic near-stream sediment porewaters, and not in deeper, oxygenated

groundwaters. Methane interacts with other key elemental cycles such as nitrogen, oxygen, and sulfur, which has

implications for ecosystem changes such as drought and increased nutrient loading. Our results support the conten-

tion that streams, particularly those draining wetland landscapes of the northern hemisphere, are an important com-

ponent of the global methane cycle.

Keywords: carbon dioxide, ebullition, methane, rivers, upscaling, wetlands

Received 30 October 2013 and accepted 8 April 2014

Introduction

Stream and river carbon dioxide (CO2) emissions are

recognized as an important component of the global

carbon (C) cycle (Cole et al., 2007; Butman & Raymond,

2011; Raymond et al., 2013). There is also evidence that

streams and other freshwaters could be important natu-

ral sources of atmospheric methane (CH4) (Bastviken

et al., 2011), but there remains large uncertainty due to

a paucity of studies reporting CH4 fluxes, and a lack of

data for many parts of the globe. Although a significant

freshwater CH4 source is possible, wetlands are the

dominant natural global source of atmospheric CH4

(Walter et al., 2001; Dlugokencky et al., 2011). The glo-

bal atmospheric CH4 budget is reasonably well con-

strained (Dlugokencky et al., 2011), yet large

discrepancies have been shown between bottom-up

(field scale) and top-down (atmospheric inverse

technique) estimates of emissions, particularly in wet-

lands, with a potential ‘missing’ wetland CH4 source of

~87 Tg C yr�1 (Walter et al., 2001). However, a more

recent assessment revealed potential overestimates

from bottom-up approaches (Kirshcke et al., 2013),

highlighting the continued uncertainty of the global

CH4 budget. One potential explanation for the large

discrepancies between budgeting approaches, particu-

larly for the earlier bottom-up underestimates, is that

additional CH4 sources such as freshwater ecosystems,

and/or source pathways such as ebullition (bubble-

mediated), are not accounted for. Recent inventories of

freshwater CH4 emissions may even require a reduc-

tion in top-down wetland emission estimates globally

(Bridgham et al., 2013). Despite a general omission of

aquatic accounting in the global CH4 budget, recent

work suggests that global lake CH4 emissions (includ-

ing both diffusive and ebullitive pathways) range from

8 to 48 Tg C yr�1 (Bastviken et al., 2004), with a poten-

tial additional source of 3.8 Tg C yr�1 from permafrost

thaw lakes in North Siberia alone (Walter et al., 2006).Correspondence: John T. Crawford, tel. 608 262 3014,

fax 608 265 2340, e-mail: [email protected]

1© 2014 John Wiley & Sons Ltd

Global Change Biology (2014), doi: 10.1111/gcb.12614

Global Change Biology

Page 2: Ebullitive Methane Emissions from Oxygenated Wetland Streams

Many wetlands are dissected or drained by streams

and rivers. Although these streams are small in relation

to other landscape components, they could play an out-

sized role in greenhouse gas budgets as they can be

‘hot spots’ of biogeochemical cycling. Other stream

types not draining wetlands could also be CH4 sources.

Although aquatic CH4 emissions have been shown to

be locally or regionally significant to greenhouse gas

budgets (Bastviken et al., 2004; Walter et al., 2006; Stri-

egl et al., 2012; Crawford et al., 2013), freshwaters have

not been fully considered in formulations of the global

CH4 budget, with rivers and streams being the least

studied components.

Stream and river CH4 emissions have been described

by some authors (e.g. Jones & Mulholland, 1998; Striegl

et al., 2012; Crawford et al., 2013) but nearly all of the

efforts to quantify CH4 fluxes have focused on the dif-

fusive transport pathway. CH4 ebullition, an important

transport mode in wetlands and lakes (Bastviken et al.,

2004; Stamp et al., 2013), has only been studied in two

agricultural stream ecosystems (Wilcock & Sorrell,

2008; Baulch et al., 2011). Ebullition is a plausible mode

of aquatic CH4 emissions because of the low solubility

of CH4, and because CH4 production in near-stream

environments can be stimulated by C-rich substrates

and anoxic conditions (Hope et al., 2001). Characteriz-

ing diffusive fluxes to the atmosphere poses a signifi-

cant challenge due to the potential variability in

dissolved CH4 and the gas transfer velocity, but con-

straining the magnitude of ebullition is arguably an

even more difficult challenge because: (1) of the docu-

mented high variability in space (Varadharajan & He-

mond, 2012); (2) a lack of straight-forward sampling

techniques, and (3) ebullition may be episodic or con-

stant depending on geophysical conditions (i.e. Walter

et al. (2006)). Therefore, longer sampling periods

(months), higher sampling frequencies (days to hours),

and larger spatial sampling are needed to accurately

describe the magnitude, distribution, and underlying

processes of ebullitive emissions.

After we observed pervasive bubbling from stream

sediments at many stream locations in a wetland and

lake-dominated region of northern Wisconsin, we

hypothesized that (1) ebullition from stream sediments

could represent a significant component of the land-

scape CH4 budget and that (2) CH4 from anoxic pore-

waters and other CH4-rich groundwaters were the

main sources for CH4 bubble formation. To test our

hypotheses, we analyzed both ebullitive and diffusive

emission rates at daily and weekly time intervals,

respectively, in stream reaches having two distinct sedi-

ment types (organic-rich peat and ‘muck’, and glacial

sands) that represent the vast majority of benthic sub-

strates in the low-gradient, pitted glacial outwash

region of northern Wisconsin and upper Michigan,

United States. We also used an extensive dataset of

groundwater chemistry to assess potential sources of

bubble CH4. Use of high spatial replication and high

frequency of measurements allowed us to analyze pat-

terns of landscape ebullition and to upscale fluxes to

the broader study region.

Materials and methods

Site description

We studied a 2 km reach of Allequash Creek, and three addi-

tional wetland streams in the Northern Highlands Lake Dis-

trict (NHLD) of Wisconsin, U.S.A. (area ~6400 km2). The

studied streams are part of the U.S. Geological Survey’s

Water, Energy and Biogeochemical Budgets (WEBB) Program

which has focused on the long-term hydrogeology and bio-

geochemistry of streams and groundwater. The study sites are

also affiliated with the North Temperate Lakes Long Term

Ecological Research Program (LTER) which has focused on

the ecology and long-term function of the region’s numerous

lakes. The NHLD has thousands of kettle lakes formed from

the last glacial period, but streams are also present and cover

approximately 0.5% of the total surface area (lakes cover 13%)

(Buffam et al., 2011). The geology of the NHLD is distinct rela-

tive to other glacial drift lake districts of the Midwest and

Canada (Walker et al., 2003). There is 30–50 m of unconsoli-

dated sand and gravel overlying Precambrian igneous bed-

rock (Okwueze, 1983; Attig, 1985). Our focal stream,

Allequash Creek, connects a headwater spring pond to Alle-

quash Lake and dissects a peat-filled basin that formed

approximately 10 000 ybp (Watters & Stanley, 2007). Stream

discharge is dominated by strong groundwater upwelling in

the upper portion of the study area, transitioning to weak

downwelling (recharge) at the lower end of the 2 km transect

(Walker et al., 2003; Lowry et al., 2007, 2009). Stream sedi-

ments consist primarily of meters-thick glacial sand (and a

minor fraction of gravel) in the upper and lower reaches of Al-

lequash Creek (Lowry et al., 2009), and organic-rich muck and

peat sediments in the wetland reach. The surrounding wet-

land is dominated by sedges and encroaching woody vegeta-

tion (e.g. Larix laricina, Picea mariana) with a Sphagnum

understory (peat depths typically >6 m), whereas the sandy

reaches interface with upland forest (Pinus and Quercus spp.)

and wet riparian species such as Alnus rugosa.

Rate of bubble release

We deployed 30 inverted funnel-style bubble traps (Molon-

goski & Klug, 1980; Baulch et al., 2011) on Allequash Creek

(Fig. 1) on 31 May 2013 to measure volumetric bubble release

rates. Fifteen traps were placed in two sandy sediment sec-

tions (# 1–7 and 23–30; Fig. 1) and 15 were placed in muck

sediments in the wetland portion of the creek (#8–22), which

sits in-between the two sandy sections. Site 1 was the most

downstream sampling site (water flows from East to West).

© 2014 John Wiley & Sons Ltd, Global Change Biology, doi: 10.1111/gcb.12614

2 J . T . CRAWFORD et al.

Page 3: Ebullitive Methane Emissions from Oxygenated Wetland Streams

Traps were sampled approximately every other day after 1

June 2013 until 31 October 2013 (we omitted the first samples

collected 24 h following trap installation; total of 65 sample

events per trap). Our sampling design allowed us to assess

both the spatial and temporal variability in ebullition along

Allequash Creek and how ebullition related to potential con-

trolling factors such as sediment composition, atmospheric

pressure, groundwater CH4, and organic matter content

(discussed further below). To characterize our ebullition time

series from Allequash Creek in the larger context of the

NHLD, we installed an additional 12 traps on three addi-

tional creeks (Mann Creek, Stevenson Creek, and North

Creek in the Trout Lake drainage; three per site in an even

mix of sand and muck sediments) and the headwater spring

ponds that drain into Allequash Creek on 23 June 2013 which

we sampled approximately every week for the remainder of

the study.

Bubble traps had a bottom surface area of ~503 cm2 which

narrowed at the top into a graduated (1 mL resolution)

syringe and 3-way stopcock. Traps were attached to steel

poles that were pounded into the substrate. Traps were almost

completely submerged and contained no headspace at deploy-

ment. Water depth below traps averaged 55.7 cm, but we

were unable to place traps in locations where water depth was

shallower than 15 cm. Water velocity during baseflow at the

traps averaged 0.06 m s�1 (range = 0.003–0.23 m s�1). We

sampled traps by carefully approaching them either by boat

(muck sites) or by wading (sandy sites) to avoid induced

ebullition. Volume of accumulated gas in the trap was based

on the graduated syringe, and volumes <1 mL were recorded

as zero. Traps were reset between sampling events by refilling

them completely with water to eliminate all headspace. To

assess the hypothesis that declines in atmospheric pressure

are related to increased bubble release (Mattson & Likens,

1990; Comas et al., 2011), we compared a 15 min resolution

atmospheric pressure time series recorded using a Vaisala

BAROCAP barometer deployed near trap #7 with a subset of

the bubble release time series.

Bubble composition

We examined the composition of intact bubbles approximately

every other week (n = 10 sites per event) by disturbing shal-

low sediments adjacent to our traps and collecting erupting

bubbles using a smaller version of the funnel-style traps. We

chose to analyze intact bubbles rather than those caught in

traps because of the potential for diffusion of component gases

out of the traps, therefore we do not have bubble composition

data for each trap volume measurement. Although bubbles

may undergo equilibration with the water column as they rise

to the surface (McGinnis et al., 2006), we assumed that the

effect would be minimal given the observed rapid rates of rise

Fig. 1 Map of bubble trap locations along Allequash Creek; stream flow is from East to West.

© 2014 John Wiley & Sons Ltd, Global Change Biology, doi: 10.1111/gcb.12614

STREAM METHANE BUBBLING 3

Page 4: Ebullitive Methane Emissions from Oxygenated Wetland Streams

and the short distance a bubble travels (<1 m) before releasing

to the atmosphere. Therefore, bubble composition from intact

samples should be representative of the bubbles emitted from

the stream during the study. Collected bubbles were trans-

ferred into vacuum-evacuated serum bottles sealed with butyl

rubber stoppers and analyzed on a Shimadzu GC-2014 gas

chromatograph equipped with a methanizer and a flame ioni-

zation detector to quantify the mole fraction (% by volume) of

CH4 and CO2 (the remainder of the gas was not quantified).

Sediment temperature, composition, and oxygenconcentrations

We measured the temperature of stream sediments along the

transect (at 15 cm depth) approximately every other week

until mid-September using a Fluke 50 series II digital thermo-

couple. We used these data to assess whether there were tem-

poral patterns in sediment temperature and whether sediment

temperature was related to bubble composition. Stream sedi-

ments were also sampled for bulk density and percent loss on

ignition (as a proxy for organic matter content) during early

June at each trap location on Allequash Creek using a 9 cm

diameter polycarbonate coring tube depressed 20 cm into the

substrate. Bulk density was assessed gravimetrically. A sub-

sample of each dried, homogenized core was analyzed for loss

on ignition (%) gravimetrically following 4.5 h in a muffle fur-

nace set to 550 °C.To characterize sediment oxygen conditions, we measured

porewater oxygen profiles from intact 15 cm sediment cores

collected at every other bubble trap along the transect on 14

September 2013. To obtain cores, a 2.54 cm diameter, 30 cm

length, stainless steel corer with an internal polycarbonate

tube was attached to a one-way flow valve and a PVC exten-

sion. The corer was depressed ~15 cm into the substrate, fill-

ing the core tube approximately equal with sediment and

overlying water. Cores were lifted vertically, capped before

removal from the stream, and stored at 4 °C. Dissolved oxy-

gen concentrations were measured within 12 h of collection

using a Uni-sense microelectrode calibrated in air-saturated

water and then anoxic water following the methods described

in Li et al. (2012) and Small et al. (2013). The oxygen probe

was mounted on a micromanipulator and driven into the sedi-

ment core at 250 lm intervals.

Ebullitive and diffusive emissions and upscaling

We estimated the daily mass fluxes of CH4 and CO2 via bub-

bling by multiplying the bubble flux rate (n, moles gas day�1)

according to the ideal gas law (Eqn 1), by bubble composition

(mole fraction, % by volume)

n ¼ Pv=RT ð1Þ

where n is the number of moles of total gas, P is the pressure

(atm), v is the measured volume (L), R is the gas constant (L

atm mole�1 Kelvin�1; R = 0.0821) and T is the temperature of

the gas (Kelvin). We assumed that T was equal to the stream

water temperature at the time of sampling and that P was

equal to the barometric pressure at the surface of the water.

We also assessed the magnitude of diffusive emissions of

CO2 and CH4 for a limited portion of the 2013 open water sea-

son by directly measuring fluxes at the air–water interface

using a suspended chamber technique (Crawford et al., 2013)

at the stream gage location (trap #7) from June to August 2013.

We also compared 2013 diffusive fluxes to a larger number of

air–water diffusion measurements from 2012 made at the

same location (Crawford et al., 2014).

As a first, coarse approximation of regional stream ebull-

itive CH4 and CO2 flux, we used a Monte Carlo simulation

technique (Baulch et al., 2011; Crawford et al., 2013) to

upscale to the entire NHLD. The final flux was calculated by

randomly combining estimates of stream surface area [prod-

uct of stream lengths derived from a geographic information

system and widths measured during a random survey of

NHLD streams (Lottig, 2009)] with the distribution of CH4

ebullition from our five locations (distributions resampled

10 000 times). Error is presented as the 95% confidence inter-

val using the function quantile in R. We assessed the repre-

sentativeness of our sampling sites by comparing sediment

types from our study with the random stream survey sedi-

ment data. Upscaled ebullitive emissions were then com-

pared with an upscaled regional estimate of diffusive fluxes

given by Crawford et al. (2014).

Source of bubble CH4

To evaluate the hypothesis that CH4 production in anoxic

porewaters or other groundwaters was the source of CH4 to

bubbles, we analyzed an unpublished WEBB groundwater

chemistry dataset from the Allequash Creek catchment

collected across a full year from 2001 to 2002. By calculating

the expected free-gas phase equilibrium CH4 composition

(bubble CH4%) from aqueous CH4 concentrations (groundwa-

ter or porewater concentrations) using the Henry’s Law con-

stant of CH4 corrected for temperature (empirical values from

Wilhelm et al. (1977)), we were able to rule out particular

sources as fueling CH4 bubbles. Groundwaters from a series of

wells along a pair of hillslope transects at the Allequash site

were sampled at 4–6 week intervals during the year. Dissolved

CH4 samples were collected from bubble-free water and ana-

lyzed using headspace equilibration (Kling et al., 1992; Finlay,

2003) on a Shimadzu 14A GC equipped with a flame ionization

detector. Water temperature, dissolved oxygen concentrations

(assessed by Winkler titrations), as well as other solute concen-

trations were also collected with these gas samples and were

analyzed using standard methods in the North Temperate

Lakes LTER protocol (http://lter.limnology.wisc.edu). The

groundwater sources and flowpaths for these wells were pre-

viously elucidated by Walker et al. (2003) and Pint et al. (2003),

and water origins were confirmed here by comparing d 18O-

H2O to these published studies. Groundwater sources

included lake and precipitation recharge along hillslope flow-

paths (depths between +0.75 and �6 m, relative to stream sur-

face datum), precipitation sources in riparian areas (depths

between 0 and �4 m) and a mixture of lake and precipitation

derived water in the peat wetland (depths of 0 to �1 m).

Depths and relative locations of wells are shown in Figure S1.

© 2014 John Wiley & Sons Ltd, Global Change Biology, doi: 10.1111/gcb.12614

4 J . T . CRAWFORD et al.

Page 5: Ebullitive Methane Emissions from Oxygenated Wetland Streams

Results

Rate of bubble release

Volumetric bubble release rates were highly variable

among the two sediment classes on Allequash Creek

(Fig. 2) and statistically different (P < 0.001, one-way

nested ANOVA, n = 1830) with an average of 71.3

(SD = 140) and 173.8 (SD = 257) mL m�2 day�1 for

sand and muck sediments, respectively. Bubble rates

were also highly right skewed and strongly peaked

(skewness = 2.83, kurtosis = 10.72; peak is among the

low values, with extreme values to the right of the

distribution). Bubble rates for a subset of correlated

traps were compared with a continuous time series of

atmospheric pressure in (Fig. S2). Our data did not

indicate a clear relationship between atmospheric pres-

sure and bubbling rates, as periods of elevated ebulli-

tion coincided with periods of both rising and falling

atmospheric pressure. Bubbling rates between traps

were not all significantly correlated (Fig. S3), with some

traps showing high correlation with many others (e.g.

trap 30), and others showing independent patterns with

little or no correlation with other traps (e.g. trap 28).

There were no apparent spatial patterns of correlation,

as traps nearest one another were not more correlated

relative to traps further away. Average bubble release

rates at the additional 12 sites elsewhere in the region

(mean = 258 mL m�2 day�1, n = 153; SD = 278; data

not shown) were greater than rates documented in

Allequash Creek (P < 0.01, one-way nested ANOVA), but

generally fell within the range of values at Allequash

Creek. We could not adequately assess the timing of

ebullition within and among these sites due to the less

frequent sampling interval.

Bubble composition and sediment temperatures

Bubbles from stream sediments were highly enriched

in CH4 in both the sand and muck reaches of Allequash

Creek. CH4 composition ranged from <1 to 94% (Fig. 3)

with a significantly different average composition of

17.2% and 26.5% in sand and muck sediments, respec-

tively (P < 0.05, one-way nested ANOVA). CO2 typically

comprised less than 0.63% of bubble composition, and

reached a maximum of 2.1%. We did not quantify the

remaining composition of the bubbles. We did not

detect a significant trend in bubble CH4 content over

time (least squares regression of log-transformed data,

P > 0.1). Sediment temperature at 15 cm depth did not

change significantly over the course of the study period

(P < 0.05; mean = 15.6 °C), but there was significant

spatial variability in sediment temperature (~10 °C)along the transect on any given sampling date. We did

not detect a significant relationship between sediment

temperature and bubble CH4 composition (least

squares regression of log-transformed data, P > 0.1).

Sediment composition and oxygen concentrations

Stream sediments were distinctly different between the

sand and muck reaches of Allequash Creek (Fig. 4),

with the two sand reaches having significantly greater

bulk density (P < 0.05), and much less organic matter

Jun Jul Aug Sep Oct Nov

020

060

010

00

1 2 3 4 5 6 7

Jun Jul Aug Sep Oct Nov

020

060

010

00

23 24 25 26 27 28 29 30

Jun Jul Aug Sep Oct Nov

020

040

060

0

8 9 10 11 12 13

Bub

ble

rele

ase

rate

(mL

m−2

d−1

)

Jun Jul Aug Sep Oct Nov

050

015

0025

00

14 15 16 17 18 19 20 21 22

Date

Fig. 2 Time series of bubble release rates from sand and muck sediments in Allequash Creek; upper panels are from sand sediments,

lower panels are from muck sediments.

© 2014 John Wiley & Sons Ltd, Global Change Biology, doi: 10.1111/gcb.12614

STREAM METHANE BUBBLING 5

Page 6: Ebullitive Methane Emissions from Oxygenated Wetland Streams

(P < 0.05, as measured by bulk loss on ignition) relative

to the wetland reach. The transition between sand and

muck sediments was very distinct both visually and in

physical characteristics of the cores. Despite these dif-

ferences, all sediments were entirely devoid of oxygen

below 2 mm depth at all locations (example profile

shown in Fig. 5). The range of dissolved oxygen con-

centrations (0 to ~200 lmol L�1) and the shape of the

gradients were also consistent among locations.

Ebullitive CH4 and CO2 flux

Ebullitive emission rates were significantly different

between the two sediment classes (P < 0.0001, one-way

nested ANOVA) and averaged 0.60 (SD = 1.46) and 1.90

(SD = 3.52) mmol CH4 m�2 day�1 from sand and

muck sediments, respectively (Fig. 6). Upscaled ebull-

itive CH4 flux was 103 Mg C yr�1 (arithmetic mean for

the 6400 km2 landscape; 95% CI = 0–917 Mg C yr�1),

which is similar in magnitude to the previous estimate

of diffusive emissions from streams in the NHLD

(189 Mg C yr�1) given by Crawford et al. (2014). CO2

fluxes via bubbles were much lower than CH4 fluxes,

averaging 0.04 and 0.19 mmol CO2 m�2 day�1 in sand

and muck sediments, respectively. Like CH4, fluxes of

CO2 via bubbles were statistically greater in muck sedi-

ments (P < 0.05, one-way nested ANOVA). Upscaled

ebullitive CO2 fluxes were much lower than CH4 at the

regional scale at only 2.8 Mg C yr�1 (arithmetic mean;

95% CI = 0–25 Mg C yr�1).

0.0

1.0

Bul

k de

nsity

(g c

m−3

)

1 3 5 7 9 11 13 15 17 19 21 23 25 27 29

040

80

Sand Muck

LOI (

%)

Trap number

Fig. 4 Sediment properties derived from cores taken at each bubble trap along Allequash Creek clearly differentiate sand and muck

reaches.

0 20 40 60 80 100

05

1015

2025

3035

Bubble CH4 (%)

Fre

quen

cy

Fig. 3 Histogram showing the distribution of bubble CH4 com-

position from Allequash Creek sediments.

0 50 100 150 200

5000

4000

3000

2000

1000

0

Dissolved oxygen (µM)

Dep

th (µ

m)

Water

Sediment

Fig. 5 Example dissolved oxygen depth profile from sand sedi-

ments in Allequash Creek (sample was adjacent to trap #3); hor-

izontal line indicates the sediment–water interface.

© 2014 John Wiley & Sons Ltd, Global Change Biology, doi: 10.1111/gcb.12614

6 J . T . CRAWFORD et al.

Page 7: Ebullitive Methane Emissions from Oxygenated Wetland Streams

Diffusive CH4 and CO2 fluxes

Allequash Creek was a significant source of atmo-

spheric CH4 and CO2 via diffusive emissions in 2013.

Average diffusive CH4 flux in 2013 was 14.23 mmol

CH4 m�2 day�1 (SD = 14.84), which was slightly lower

on average than fluxes measured in 2012 at the same

location (mean = 18.62 mmol CH4 m�2 day�1, SD =5.57; Crawford et al., 2014). Similarly, 2013 diffusive

CO2 fluxes were slightly lower than 2012 at 0.69 mol

CO2 m�2 day�1 (SD = 0.51) and 0.89 mol CO2

m�2 day�1 (SD = 0.54), respectively.

Source of bubble CH4

Dissolved CH4 varied from below detection to

456 lmol L�1 in groundwaters and porewaters

approaching Allequash Creek. The greatest CH4 con-

centrations corresponded to small or undetectable oxy-

gen concentrations, whereas lesser CH4 concentrations

were found in oxygenated regions and under greatest

sulfate and nitrate concentrations (Fig. 7). There were

consistent patterns among groundwater classes; the

greatest CH4 concentrations occurred in riparian and

peat environments and least concentrations were found

in deeper flowpaths along hillslopes derived from both

meteoric and lake recharge (Table 1; Fig. 7d). From the

oxygen data from these various groundwater sources,

we were partially able to rule out particular areas as

supporting methanogenesis. Only the near-stream

riparian (mean = 45 lM oxygen; SD = 55), peat porewa-

ters (mean = 35 lM oxygen; SD = 48) and deep lake

recharge sources (mean = 41 lM oxygen; SD = 32)

experienced suboxic to anoxic conditions throughout

the year. In contrast, hillslope meteoric groundwaters

were sufficiently oxygenated (mean = 197 lM oxygen;

SD = 124) to inhibit CH4 production. Although the deep

groundwater sources had anoxic to hypoxic oxygen

concentrations that could potentially support methano-

genesis, these locations had minimum concentrations of

dissolved CH4 (mean = 4.76 lM; SD = 4.46).

By calculating the theoretical equilibrium CH4 com-

position (mole fraction; % CH4) of bubbles in contact

with different groundwater sources using measured

dissolved CH4 conentration and Henry’s Law coeffi-

cient corrected for temperature of the sampled water

(Table 1), and then comparing those values with actual

measured bubble composition (Fig. 3), we further ruled

out potential groundwater sources as fueling CH4 bub-

ble formation. For shallow, near-stream riparian and

peat porewaters, we found that average CH4 concentra-

tions could support formation of bubbles containing

2.7–3.7% CH4 (Table 1), which is lower than the mean

composition we documented in fresh bubbles (22.6%

CH4). However, the maximum CH4 concentrations doc-

umented in these water sources could produce bubbles

containing up to 25% CH4 (Table 1), which is still less

than the greatest composition we documented in 2012

(97%). Stream hyporheic porewaters documented by

Schindler & Krabbenhoft (1998), sampled at approxi-

mately trap #7, could also produce CH4 bubbles, but

with much lower equilibrium CH4 content (3.3% CH4).

On the other hand, deep groundwaters along hillslopes,

and beneath the stream, derived from lake and terres-

trial recharge are not plausible sources of bubble CH4

because CH4 concentrations were too low to support

documented bubble CH4, and because they were oxic

environments (Table 1). Although the CH4 concentra-

tions in these deeper groundwaters could support some

CH4 bubble formation (0.1–0.7% CH4), these values are

much lower than the average CH4 in bubbles. Our data

support the hypothesis that CH4 produced in anoxic

near-stream environments along groundwater flow-

paths fuels CH4 bubble formation and release in stream

sediments, but we are not yet able to account for the

highest observed CH4 content of bubbles from stream

sediments. Muck sediments had the highest average

bubble CH4 composition, but we were unable to extract

water from these locations.

Discussion

Our data support our two overarching hypotheses

that: (1) stream ebullitive CH4 emissions represent a

1 3 5 7 9 11 14 17 20 23 26 29

05

1015

2025

30

Sand Muck

Trap number

CH

4 ebu

llitio

n ra

te (m

mol

m−2

d−1

)

Fig. 6 Variability in CH4 ebullition rates from 30 traps placed

along Allequash Creek (n = 65 samples per trap); vertical lines

separate sand and muck sediments; black line in boxes is the

median, boxes show upper and lower quartiles, fences are 1.59

interquartile range, circles represent outliers.

© 2014 John Wiley & Sons Ltd, Global Change Biology, doi: 10.1111/gcb.12614

STREAM METHANE BUBBLING 7

Page 8: Ebullitive Methane Emissions from Oxygenated Wetland Streams

significant and previously unrecognized component of

the landscape-scale CH4 budget and (2) bubble CH4 is

supported by production in the near-stream environ-

ment, as opposed to deeper, oxygenated groundwaters.

These data represent the first integration of landscape-

scale stream CH4 ebullition and the underlying

processes of groundwater CH4 bubble production and

patterns of bubble release.

Bubble release

We documented high bubble production and release

rates in Allequash Creek as well as in four other

stream/spring locations in the NHLD. We suspect that

these rates are not anomalous for aquatic or organic-

rich systems in general as most bubble release rates fell

within the range of the only reported values from

streams given by Baulch et al. (2011) (volumetric rates

were not reported by Wilcock & Sorrell (2008)). We

observed ebullition rates in muck sediments as high as

2061 mL m�2 day�1, which was higher than rates

reported from streams but still lower than rates docu-

mented in some lakes and wetlands which likely have

organic-rich benthic sediments (see Baulch et al., 2011).

The distribution of bubble rates was nonnormal and

heavily right skewed, as was the case for bubbles docu-

mented by Baulch et al. (2011) in streams and by Wik

et al. (2013) in subarctic lakes. While such high spatial

and temporal variability confirms the difficulty of effec-

tively documenting bubble emissions at meaningful

scales, we suggest that analysis of such distributions

could be a useful tool for assessing the breadth of other

sampling designs, and these distributions lend them-

selves well to statistical upscaling procedures like the

one used in this study (discussed below).

Multiple studies have linked the timing of ebullition

with the timing of atmospheric and hydrostatic pres-

sure changes (Mattson & Likens, 1990; Tokida et al.,

2007; Comas et al., 2011; Wik et al., 2013). If drops in

atmospheric pressure and/or water level are large-scale

triggers of bubble release, then we would expect consis-

tent patterns among locations, or at least strong correla-

tion among all traps. Our data do not support either.

However, higher resolution ebullition data (subdaily

0 50 100 150 200 250 300 350

010

020

030

040

0

DO (µM)

CH

4 (µM)

CH

4 (µM)

0 50 100 150

010

020

030

040

0

NO3 + NO2 − N (µg L−1)

0 5 10 15

010

020

030

040

0

SO4 (mg L−1)

010

020

030

040

0 Hillslope Riparian

Lake Meteoric Lake Meteoric Peat

(a) (b)

(c) (d)

Fig. 7 Groundwater CH4 concentrations in relation to dissolved oxygen (a), nitrate + nitrite (b) sulfate (c), and groundwater type (d);

also see Table 1 for dissolved CH4 and oxygen summary.

© 2014 John Wiley & Sons Ltd, Global Change Biology, doi: 10.1111/gcb.12614

8 J . T . CRAWFORD et al.

Page 9: Ebullitive Methane Emissions from Oxygenated Wetland Streams

scale) could help determine the timing of events and

could be used to test the pressure hypothesis more for-

mally (i.e. Varadharajan & Hemond, 2012). In addition,

there were no clear spatial patterns of bubble release

rates across the Allequash Creek transect. We suspect

that sediment characteristics could be more important

for bubble release than changes in overlying pressure.

To rise, bubbles must overcome the resisting forces of

both the overlying pressure (barometric + hydrostatic)

and the forces presented by the mechanics of the sedi-

ments (Boudreau, 2012). Even if there are some

instances of pressure triggering (which we could not

detect with our data resolution), sediment mechanics

likely play a role in the timing of release, as has been

shown in temperate lakes (Varadharajan & Hemond,

2012). Small changes in barometric pressure (~15 mBar)

and small changes in hydrostatic pressure (yearly maxi-

mum of 20 mBar due to water level fluctuations in Al-

lequash Creek) could be less effective as triggers due to

the dynamic resisting forces of sediments. Further,

growth and release of bubbles could be limited by the

supply or rate of diffusing gas. Bubbles do not form

instantly; rather, they are thought to form in the period

of a few days (Boudreau, 2012). Therefore, the time lag

associated with subsequent bubble formation following

previous releases will likely eliminate a direct correla-

tion with overlying pressure, as there may not be suffi-

cient bubble volume in the sediment reservoir at any

given time to support eruption even if the pressure

drops significantly (cf., Varadharajan & Hemond,

2012). To our knowledge, no direct observations of bub-

ble formation exist for freshwater sediments, therefore

our conclusions remain somewhat speculative.

Bubble composition and sediment temperatures

CH4 content of bubbles (<1–97% by volume) spanned

the range of values reported from other aquatic ecosys-

tems (Table 2, also see Baulch et al., 2011). Bubbles in

muck sediments, on average, had the highest CH4 con-

tent. Although we were unable to account for the bulk

of bubble composition for many of our samples, other

workers have found that N2 composed the majority of

bubble gas in river sediments (Higgins et al., 2008), and

Table 1 Groundwater and porewater dissolved oxygen, dissolved CH4, and temperatures data from a series of wells located in

the Allequash Creek catchment; temperatures and dissolved CH4 concentrations were used to calculate theoretical equilibrium CH4

mole fraction (% by volume) in the free-gas phase at ambient air pressure (a theoretical bubble) using the Henry’s Law constant of

CH4 (Kh) corrected for temperature according to the van ‘t Hoff equation (see Sander, 1999); Kh describes the ratio of the concentra-

tions of a gas in the aqueous phase (Ca) relative to the partial pressure of the free-gas phase (Pg) in thermodynamic equilibrium;

Kh = Ca/Pg; see Figure S1 for relative locations of water sources.

Water source

Depth relative

to datum‡ (m)

Mean dissolved

oxygen (lM) (SD)

Mean Dissolved

CH4 (lM) (SD)

Mean Temperature

(C) (SD)

Mean

CH4 Kh

Equilibrium

CH4 in Free-

gas Phase

(% by

volume)

Mean Max

Hillslope recharge

(meteoric) n = 29

+0.75 to �6 197 (�124) 0.25 (�0.44) 8.4 (�2.2) 1.96 9 10�3 0.01 0.1

Hillslope recharge

(lake water) n = 18

0 to �4 41 (�32) 4.76 (�4.46) 8.3 (�1.5) 1.96 9 10�3 0.2 0.7

Peat porewater n = 13 0 to �1 35 (�48) 63.22 (�65.53) 11.5 (�5.09) 1.84 9 10�3 3.7 14

Riparian porewater

(meteoric) n = 33

0 to �3 45 (�55) 51.25 (�114) 8.86 (�2.77) 1.94 9 10�3 2.7 25

Theoretical warmed

riparian porewaters*

– – 51.25 (�114) *15 1.70 9 10�3 3.1 27

Sandy sediments

(Schindler &

Krabbenhoft, 1998)

�0.35 0† 55 15 1.70 9 10�3 3.3 –

Stream water – >200§ 2.97§ 22§ 2.25 9 10�3 0.13 –

*Temperature reflects the scenario in which riparian porewaters are warmed to stream sediment temperatures while dissolved CH4

concentrations remain constant.

†Oxygen data are taken from this study.

‡Datum is the approximate stream surface at bubble trap #7.

§Data are from a single snapshot of surface water chemistry taken at approximately trap #7 during June 2013; data are from the

USGS WEBB database.

© 2014 John Wiley & Sons Ltd, Global Change Biology, doi: 10.1111/gcb.12614

STREAM METHANE BUBBLING 9

Page 10: Ebullitive Methane Emissions from Oxygenated Wetland Streams

we suspect that this is also the case in Allequash Creek.

We did not observe a pattern of increasing or decreas-

ing bubble CH4 content over time, and we did not

observe a significant relationship between sediment

temperature at 15 cm depth and bubble CH4 composi-

tion. Although methanogenesis and C processing rates

in general are very sensitive to changes in temperature

in freshwater sediments (Kelly & Chynoweth, 1981;

Table 2 Comparison of ebullitive and diffusive CH4 fluxes from diverse aquatic ecosystems

Location

CH4 flux (mmol m�2 day�1) Bubble composition

Ebullitive Diffusive % Ebullitive % CH4

Streams and rivers

This study 0–31 (mean 1.25) 8.46 12.8 0–50.4

North Temperate Streams, Ontario,

Canada (Baulch et al., 2011)

0.1–5 19–35

Agricultural Streams, New Zealand

(Wilcock & Sorrell, 2008)

1.46–2.73 20–60 20.7–69.9

Saar River, Germany (Maeck et al., 2013) 0.02 0.04 33

Lakes

Hamilton Harbour, Ontario, Canada (Chau et al., 1977) 0.14

North Temperate Lakes, Wisconsin and

Michigan, U.S. (Bastviken et al., 2004)

0.02–3.71

Lake Wingra, Wisconsin, U.S. (Barber & Ensign, 1979) 0.5–24

Lake Wintergreen, Michigan, U.S. (Strayer & Tiedje, 1978) 20.9

Postilampi and Kevaton Lakes, Finland

(Huttunen et al., 2003)

0.22–1.53

Priest Pot Lake, Northern England (Casper et al., 2000) 12.4 0.34 97.3

Mirror Lake, New Hampshire, U.S.

(Mattson & Likens, 1990, 1993)

0.05–4.26 70

Lake Loiza, Puerto Rico (Joyce & Jewell, 2003) 0.49–1.49

Subarctic Lakes, Northern Sweden (Wik et al., 2013) 0.83

Lake Gat�un, Panama (Keller & Stallard, 1994) 0.62–124 67–77

Thaw Lakes, Siberia (Walter et al., 2006) 0.1–8 95

Lago Calado, Amazon Floodplain,

Brazil (Crill et al., 1988)

1.68 70

Searsville Lake (Miller & Oremland, 1988) 6.09 61

Reservoirs

Lake Gat�un, Panama (Joyce & Jewell, 2003) 0.31–67.8

Hydropower Reservoir, Switzerland

(DelSontro et al., 2010)

5.36 0.74 87

Tropical Hydropower Reservoirs, Brazil

(dos Santos et al., 2006)

0.04–22.7 0.47–19.4 10–86

Tropical Reservoir, Zambia and Zimbabwe

(DelSontro et al., 2011)

0.03–90.3 0.18–131

Saar River impoundment, Germany (Maeck et al., 2013) 9.6 0.25 97 71–90

Other locations

Orinoco River Floodplain, Venezuela (Smith et al., 2000) 4.61 3.19 65

Amazon River Floodplain (open water),

Brazil (Bartlett et al., 1988)

1.08 49

Beaver Pond, Ontario, Canada (Wehenmeyer, 1999) 1.41 65

Coastal Wetland, North Carolina, U.S.

(Chanton et al., 1989)

~3.56 ~3.56 50 12.6–89.7

Newport News Swamp, Virginia, U.S.

(Wilson et al., 1989)

2.83 8.3 34

Subtropical Peatland, Florida Everglades,

U.S. (Comas & Wright, 2012)

0.18–4.23

Billabong, River Murray, Australia (Sorrell & Boon, 1992) 3.6–6.8 ~60Raised Bog, West Wales, UK (Stamp et al., 2013) 0.42–0.72 0–51

© 2014 John Wiley & Sons Ltd, Global Change Biology, doi: 10.1111/gcb.12614

10 J . T . CRAWFORD et al.

Page 11: Ebullitive Methane Emissions from Oxygenated Wetland Streams

Gudasz et al., 2010), bubble composition is not a direct

measure of methanogenesis rates. Therefore, a lack of a

relationship between temperature and bubble composi-

tion should not be surprising.

Ebullitive CH4 rates

Allequash Creek ebullition rates (range = 0–31 mmol

CH4 m�2 day�1) were within the range of other envi-

ronments where ebullitive CH4 flux has been reported

(Table 2), including important hot spots such as North

Siberia permafrost thaw lakes (0.62–126 mmol

CH4 m�2 day�1) and tropical reservoirs, such as Lake

Gat�un in Panama (0.03–90.3 mmol CH4 m�2 day�1;

Joyce & Jewell, 2003). Yet, CH4 ebullition from streams

exceeded rates in many wetland and lake environments

worldwide including representative sites in the temper-

ate, tropical, and boreal zones; and our fluxes were gen-

erally higher than the only previously documented

ebullition rates from streams [0.1–5 mmol

CH4 m�2 day�1 in Ontario streams (Baulch et al., 2011);

and 1.41 mmol CH4 m�2 day�1 in New Zealand

streams (Wilcock & Sorrell, 2008)]. This comparison

suggests that streams could be important contributors

to the atmospheric CH4 balance, especially in wetland

regions. However, given that the only other reports of

bubble fluxes from flowing waters are from agricultural

catchments, we are currently unable to adequately

assess the potential contribution of stream ebullition to

the global atmospheric CH4 balance.

Our estimates of bubble emissions support the con-

tention that streams are, at least, hot spots of CH4 emis-

sions regionally. While we do not have direct

measurements of CH4 fluxes from adjacent, nonstream

wetland environments, we can compare these rates

with extensive measurements from other nearby wet-

lands. Stream ebullitive CH4 fluxes were within the

range of diffusive rates documented in subboreal wet-

lands in the region. For example, Pypker et al. (2013)

documented emissions of 3.96 mmol CH4 m�2 day�1

in a poor fen in Northern Michigan. In contrast, John-

son et al. (2013) measured rates between 0.13 and

0.74 mmol CH4 m�2 day�1 in a peatland along Lake

Superior, which is much lower than ebullitive rates

from Allequash Creek. These comparisons indicate that

full C budgets (or at least greenhouse gas budgets) in

this landscape need to incorporate flowing waters, but

rates need to be scaled by total surface area to reach a

clear conclusion with respect to stream importance.

Upscaled ebullitive CH4 flux

Our preliminary upscaled flux calculation illustrates

the potential contribution to the landscape CH4 budget

and supports the hypothesis (1) that streams are a sig-

nificant, yet unacknowledged source of atmospheric

CH4 via bubbling, in addition to diffusion. At the scale

of the NHLD (~6400 km2), streams likely contribute, on

average, 103 Mg C yr�1 as CH4 via bubbles alone

(across a total stream area of 35.03 km2). Ebullition

increases the estimate of total stream CH4 emissions

calculated by Crawford et al. (2014) of 189 Mg C yr�1

via the diffusive pathway to a total of 292 Mg C yr�1

as CH4. Normalized to the equivalent warming poten-

tial of CO2 (25 times warming potential of 1 kg CH4 rel-

ative to 1 kg CO2 on a 100 year time horizon; Forster

et al., 2007), bubble CH4 emissions add another 4.73

Gg-CO2 (eq) yr�1 to the atmosphere. This contribution

is still less than the diffusive CO2 contribution from

streams (~23 Gg C yr�1, Crawford et al., 2014). In con-

trast, bubbling was not a significant pathway of CO2

release from streams. CO2 emissions via bubbles were

four orders of magnitude lower than the stream diffu-

sive CO2 flux and 35 times less than stream CH4 ebull-

itive flux, with respect to C. Low CO2 flux via bubbles

should not be surprising given the high solubility of

CO2 in water. On the basis of this comparison, we

would expect higher relative fluxes via bubbles for

gases with low solubility (e.g. N2, CH4), and higher dif-

fusive fluxes for more soluble gases (e.g. N2O, CO2)

from aquatic ecosystems in general.

Although the upscaled flux estimate presented here

is based on a limited number of locations, we are

confident that our sites represent the general geomor-

phic (muck and sand sediments) and hydrologic

(high groundwater discharge) conditions within the

NHLD. However, these results must still be viewed

with some caution and more work is necessary to

constrain the uncertainty in our model. On the basis

of extensive observations of sediment bubbling made

over many years across the NHLD by us and our

colleagues at the Trout Lake Research Station, we are

confident that our upscaling procedure does not egre-

giously misrepresent the bubbling rates across the

NHLD. The random stream survey dataset (Lottig,

2009) showed that stream sediments in the NHLD

were composed predominantly of muck and sand,

accounting for 33% (�13%) and 37% (�13%) of

stream coverage, respectively, with the remainder of

benthic types consisting of a mixture of sand and

gravel (20%, �11%), and a small fraction of cobble

reaches (10%, �8%), thus supporting the general rep-

resentativeness of our sites. Furthermore, the stream

survey also showed ubiquitous CH4 supersaturation

in surface waters, which suggests a reasonable proba-

bility of bubble formation. Our assumption that

groundwater data from Allequash Creek are gener-

ally representative of the region is supported by

© 2014 John Wiley & Sons Ltd, Global Change Biology, doi: 10.1111/gcb.12614

STREAM METHANE BUBBLING 11

Page 12: Ebullitive Methane Emissions from Oxygenated Wetland Streams

previous studies of regional hydrogeology and

groundwater recharge rates in the region (e.g. Hunt

et al., 1998).

CH4 sources

Our results indicate that organic-rich stream sediments

are hot spots of CH4 bubble emissions to the atmo-

sphere. However, sandy sediments were also found to

have high bubble CH4 composition and ebullition rates,

even though they had lower organic matter content

(Fig. 4). This pattern of greater CH4 release from

organic sediments has also been shown for lakes in the

region (Michmerhuizen et al., 1996). In addition, other

workers have shown positive correlations between sed-

iment organic composition and CH4 content of bubbles

in streams and rivers (Higgins et al., 2008; Baulch et al.,

2011), but our results from sandy sediments may not be

anomalous as CH4 bubbles have also been detected in

other sandy environments (Boudreau, 2012).

Two lines of evidence support our second hypothesis

that CH4 in bubbles is derived exclusively from stream

sediments and near-stream environments. First, suffi-

cient CH4 to support bubble CH4 composition was only

found in discrete groundwater and porewater environ-

ments (Table 1). Supersaturated conditions near the

stream were also in agreement with previous work in

Allequash Creek (Schindler & Krabbenhoft, 1998), and

a detailed study of hyporheic sediments in another

Wisconsin stream (Werner et al., 2012). In the Allequash

catchment, both peat porewaters and riparian water

sources had the potential to generate average CH4 bub-

ble composition documented in 2013 but not the great-

est values. As the predicted bubble compositions given

in Table 1 are based on ambient groundwater or pore-

water temperatures from these various sources, these

equilibrium calculations will be in error if bubbles are

formed as these supersaturated groundwater sources

approach warmer stream sediments. In this scenario, a

theoretical bubble will become more enriched in CH4

(change from 25% to 27% CH4) due to decreased gas

solubility as temperature increases from cold ground-

water conditions (~8 °C) to warmer sediment condi-

tions (~15 °C). This mechanism of warming during

transport to the stream can account for only a small

increase in bubble CH4 composition due to solubility

changes. In contrast to the near-stream water sources,

groundwaters on hillslopes were not plausible CH4

sources to bubbles because they never contained suffi-

cient dissolved CH4 concentrations.

The second line of evidence supporting CH4 produc-

tion in near-stream environments comes from our data-

set of groundwater and porewater oxygen

concentrations (Table 1). Overlying stream water is

well oxygenated year-round (>150 lM; data retrieved

from USGS NWIS), which precludes methanogenesis in

the water column. Within stream sediments, however,

dissolved oxygen was entirely absent 2 mm below the

sediment–water interface (Fig. 5). This pattern of shal-

low anoxia in stream sediments was documented at

every location along the Allequash Creek transect. At

greater sediment depths however, geochemical condi-

tions were reflective of regional lake- and meteoric-

derived groundwater, which cannot support CH4

production due to the presence of oxygen. Dis-

solved oxygen in deeper groundwater along hillslopes

approaching Allequash Creek was also sufficiently high

to prevent methanogenesis. Taken together, these dis-

solved oxygen data allow us to infer that a relatively

narrow band (~1 m thick) of anoxia exists in the transi-

tion zone between surface waters and groundwaters

(the hyporheic zone), with oxic conditions on either

side. The anoxic band in the sediments is located 2 mm

below the sediment–water interface and above an oxy-

genated aquifer that is approximately 1 m beneath the

sediment–water interface. This anoxic band also

extends laterally into riparian soils and peat soils in the

wetland reach, separating these locations (in terms of

redox conditions) from hillslope waters. The anoxic

band surrounding streams also has likely consequences

for other biogeochemical cycles beyond CH4 (discussed

later).

Shortcomings of the CH4 equilibration model

While the oxygen and CH4 data strongly support our

second hypothesis, there are shortcomings with our

model of CH4 equilibration between a surrounding

fluid (porewater or groundwater) and a bubble. The

model is simple and makes key assumptions regarding

bubble physics and the mechanics of growth and

release. We do not know the mechanism by which pri-

mary bubble nuclei are formed in the sediments [bub-

bles require a nucleus and cannot form due to

supersaturation alone (Boudreau, 2012)]. Because there

are no observations of nuclei or bubble growth in simi-

lar sediments, we can only speculate that at least one of

the two theorized bubble nuclei must be present; either

(1) a trapped-gas nucleus on a solid particle or (2) a pre-

formed stable bubble (Boudreau, 2012). We assume that

bubble nuclei set the boundary condition for diffusion

of supersaturated CH4 from the surrounding fluid into

a bubble until the concentration in the fluid and the

CH4 composition of the bubble are in thermodynamic

equilibrium. We also treated model bubbles as being

isobaric at a nominal depth (15 cm) in the sediments;

even though bubble pressure is not static during

growth, as it alternates in a distinct ‘sawtooth’ pattern

© 2014 John Wiley & Sons Ltd, Global Change Biology, doi: 10.1111/gcb.12614

12 J . T . CRAWFORD et al.

Page 13: Ebullitive Methane Emissions from Oxygenated Wetland Streams

(Algar, 2009). It is typically understood that bubbles

will release from sediments when their total pressure

overcomes the overlying pressure and the resisting

forces of the overlying sediments (i.e. the fracture resis-

tance; Boudreau (2012), this point is also described as

the ‘critical size’ of a nonspheroid bubble. However,

bubbles may also rise through sediments via pseudo-

buoyancy (i.e. Weertman, 1971; Boudreau, 2012), a phe-

nomenon in which a pressure gradient exists across the

length of a bubble allowing for vertical transport. While

our analysis does not incorporate these complex

mechanics, our comparison of component gas (CH4)

partitioning between porewaters and bubbles using a

temperature-specific thermodynamic equilibrium

model has precedent (e.g. Baulch et al., 2011), and sup-

ports our hypothesis that CH4 in near-stream environ-

ments fuels bubble CH4 emissions. Clearly, data on

bubble formation and growth in shallow freshwater

environments are needed to fully examine these pat-

terns.

Connections to other chemical cycles and global change

Our data indicate that stream bubble composition is not

driven by sediment substrate and anoxia alone. Other

elemental cycles besides C and oxygen, including nitro-

gen and sulfur, interact to constrain methanogenesis.

Large dissolved CH4 concentrations (only in the near-

stream environment) were associated with least concen-

trations of oxidized nitrogen and sulfur (Fig. 7) likely

due to thermodynamic constraints which should favor

reactions such as sulfate reduction and nitrate reduc-

tion (denitrification) over methanogenesis. We predict

that a strong redox gradient in stream sediments and

along lateral riparian flowpaths (the anoxic band)

selects for discrete locations of methanogenesis where

more favorable terminal electron acceptors have been

depleted.

The observed connections between CH4 in porewa-

ters and groundwaters raise important questions

regarding future CH4 emissions in this region given

potential changes in atmospheric deposition or changes

following drought, which are both known to impact

dissolved elemental pools in regional surface waters

(Webster et al., 2000). Methanogenesis followed

expected patterns of thermodynamics where more

favorable terminal electron acceptors (oxygen, sulfate,

nitrate) limit CH4 build up in groundwaters. Therefore,

changes in nitrogen cycling or sulfur cycling in these

catchments could alter the patterns of groundwater bio-

geochemistry and CH4 emissions (e.g. Vile et al., 2003).

These patterns may also have implications for other

aquatic ecosystems that are impacted by anthropogenic

fluxes of nitrogen and sulfur, such as regions of high

atmospheric deposition or in agricultural regions

receiving high nitrogen and/or sulfur loads for crop

fertilization and soil management (e.g. Mulholland

et al., 2008; Hinckley & Matson, 2011). Even in the

absence of chemical changes to surface waters, altera-

tions to aquatic benthic/riparian ecosystems could lead

to changes in anoxia and methanogenesis. One example

would be sedimentation and organic matter deposition

to streams which could inhibit oxygen exchange and

promote CH4 production. Indeed, agriculturally driven

sedimentation of chalk streams in the United Kingdom

has been shown to enhance methanogenesis (100-fold

increase in porewater CH4) and CH4 evasion to the

atmosphere, with rates similar to peatlands (Sanders

et al., 2007).

Conclusions

CH4 ebullition from stream sediments represents an

important and mostly unrecognized mechanism of CH4

cycling in oxygenated aquatic landscapes – in addition

to diffusive fluxes. High CH4 fluxes from oxygenated

freshwater ecosystems like those reported here need to

be incorporated into global CH4 budgets. Our results

may also have implications for large-scale landscape

evolution and feedbacks on greenhouse gas balances.

Peat accumulation in former glacial lake basins in the

NHLD (e.g. Kratz & DeWitt, 1986; Ireland et al., 2013)

and subsequent stream development within these peat-

lands may alter the CH4 dynamics of these water and

carbon-rich northern landscapes by amplifying CH4

efflux via bubbles. However, a full comparison of lake,

wetland, and stream CH4 fluxes from this landscape is

needed to begin to evaluate this hypothesis. Other

workers have found high concentrations of CH4 in bub-

bles in organic-rich benthic environments (Higgins

et al., 2008; Baulch et al., 2011) and we have demon-

strated the capacity for near-stream groundwaters and

porewaters to support CH4 bubble formation and

release. But sandy, organic-poor sediments also yielded

high bubble CH4 fluxes indicating that many types of

alluvial stream environments could be sources of bub-

ble CH4. Clearly, more measurements of stream CH4

ebullition and diffusive fluxes, particularly in wetland

environments, are needed to accurately describe the

functional role of small streams in the global CH4

budget.

Acknowledgements

We thank Nick Gubbins and Brian Theisen for valuable assis-tance in the field and laboratory. Krista Hood and Brent Olsonhelped maintain field instrumentation and stream gages. Wethank Kimberly Wickland and two anonymous reviewers forthoughtful comments that helped to improve the manuscript.

© 2014 John Wiley & Sons Ltd, Global Change Biology, doi: 10.1111/gcb.12614

STREAM METHANE BUBBLING 13

Page 14: Ebullitive Methane Emissions from Oxygenated Wetland Streams

This material is based upon work supported by the NationalScience Foundation under Cooperative Agreement #DEB-0822700, NTL LTER. Additional funding was provided by theU.S. Geological Survey Water, Energy and Biogeochemical Bud-gets Program. Any use of trade or product names is for descrip-tive purposes only and does not imply endorsement by the U.S.Government.

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Supporting Information

Additional Supporting Information may be found in theonline version of this article:

Figure S1. Cross-section of groundwater sampling locations;dissolved oxygen, and CH4 concentrations for each class aregiven in Table 1; see Walker et al. (2003) and Pint et al.(2003) for a thorough description of groundwater flowpathsin this catchment.Figure S2. Time series subset of ebullition rates from threetraps compared to atmospheric pressure (AtmP, gray line).Figure S3. Correlogram for all 30 bubble traps (in ascendingorder) from the Allequash Creek transect; lower left panel:the blue color indicates significant positive correlationbetween traps with darker shading indicating greater corre-lation coefficients; upper right panel: a secondary visualiza-tion of the correlations, blue color also indicates positivecorrelation, and the correlation coefficient corresponds tothe area of the filled pie.

© 2014 John Wiley & Sons Ltd, Global Change Biology, doi: 10.1111/gcb.12614

STREAM METHANE BUBBLING 15