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Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022

Rebecca M. Kreiling, Lynn A. Bartsch, Kenna J. Gierke, Patrik M. Perner, Faith A. Fitzpatrick, Hayley T. Olds · U.S. Geological Survey

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Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022

Scientific Investigations Report 2025–5012

U.S. Department of the Interior U.S. Geological Survey

Cover: Photograph showing Cedar Creek near Cedarburg, Wisconsin (U.S. Geological Survey station 04086500), June 7, 2022. Photograph taken by James Romano, U.S. Geological Survey.

Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022 By Rebecca M. Kreiling, Lynn A. Bartsch, Kenna J. Gierke, Patrik M. Perner, Faith A. Fitzpatrick, and Hayley T. Olds

Scientific Investigations Report 2025–5012

U.S. Department of the Interior U.S. Geological Survey

U.S. Geological Survey, Reston, Virginia: 2025

For more information on the USGS—the Federal source for science about the Earth, its natural and living resources, natural hazards, and the environment—visit https://www.usgs.gov or call 1–888–ASK–USGS. For an overview of USGS information products, including maps, imagery, and publications, visit https://store.usgs.gov/. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government. Although this information product, for the most part, is in the public domain, it also may contain copyrighted materials as noted in the text. Permission to reproduce copyrighted items must be secured from the copyright owner. Suggested citation: Kreiling, R.M., Bartsch, L.A., Gierke, K.J., Perner, P.M., Fitzpatrick, F.A., and Olds, H.T., 2025, Sediment nutrient dynamics in selected Milwaukee metropolitan area streams, Wisconsin, 2022: U.S. Geological Survey Scientific Investigations Report 2025–5012, 34 p., https://doi.org/10.3133/sir20255012. Associated data for this publication: Kreiling, R.M., Gierke, K.J., Perner, P.M., and Bartsch, L.A., 2025, Milwaukee Metropolitan Sewerage District nutrient connections project—In-stream nutrient cycling, 2022 data: U.S. Geological Survey data release, https://doi.org/ 10.5066/P14KFDFC. U.S. Geological Survey, 2025, USGS water data for the Nation: U.S. Geological Survey National Water Information System database, https://doi.org/10.5066/F7P55KJN. ISSN 2328-0328 (online)

iii

Contents Abstract��1 Introduction��1 Purpose and Scope��4 Description of Study Area and Sites��4 Methods��7 Water Quality��7 Sediment Nutrient and Physical Properties��7 Sediment Nitrification and Denitrification��7 Sediment Phosphorus Retention Potential��7 Statistical Analyses and Site Assessments��8 Nitrogen and Phosphorus Bioavailability in Streambed Sediment��9 Nitrification and Denitrification Hot Spots��14 Phosphorus Retention Potential in Streambed Sediment��19 Sediment Nutrient Dynamics at Rehabilitated Stream Sites��24 Summary��24 Acknowledgments��25 References Cited��25 Appendix 1. Assessment of Sediment Nutrient Dynamics at each Site��30

Figures 1.

2. 3.

Map showing sites where sediment samples were collected in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022��3 Map showing land cover in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin��6 Map showing potassium-exchangeable ammonium concentration at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022��10 Map showing magnesium chloride-exchangeable phosphorus concentration at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022��12 Plots of relation of median particle size with sediment nutrient dynamics in samples collected in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022��13 Map showing nitrification rate at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022��15 Plots of relation of land cover in the basin with sediment nutrient dynamics in samples collected in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022��16 Map showing denitrification enzyme activity at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022��18

Map showing equilibrium phosphorus concentration at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022��20 10. Map showing phosphate exchange potential at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022��21 11. Map showing phosphorus saturation ratio at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022��23

Tables 1.

U.S. Geological Survey site information on surface water and sediment data-collection sites near and in the Milwaukee Metropolitan Sewerage District planning area, southeastern Wisconsin, 2022��5 2. Ranking criteria to assess the amount of bioavailable nutrients, the potential for nitrogen cycling, and the potential phosphorus storage capacity in the streambed sediment at stream sites in and near the Milwaukee Metropolitan Sewerage District planning area of Wisconsin��8 3. Statistical summaries for streambed sediment physical and chemical properties from samples collected in and near the Milwaukee Metropolitan Sewerage District planning area of Wisconsin, summer 2022��11 4. Statistical summaries for water quality samples collected from streams in and near the Milwaukee Metropolitan Sewerage District planning area of Wisconsin, 2022��16

Conversion Factors International System of Units to U.S. customary units

Multiply

To obtain

By Length

centimeter (cm)

0.3937

inch (in.)

millimeter (mm)

0.03937

inch (in.)

meter (m)

3.281

foot (ft)

kilometer (km)

0.6214

mile (mi)

meter (m)

1.094

yard (yd)

Area square kilometer (km2)

247.1

square centimeter (cm2)

0.001076

square foot (ft2)

square centimeter (cm2)

0.1550

square inch (in2)

square kilometer (km2)

0.3861

square mile (mi2)

liter (L)

33.81402

liter (L)

2.113

pint (pt)

liter (L)

1.057

quart (qt)

acre

Volume ounce, fluid (fl. oz)

Multiply

To obtain

liter (L)

0.2642

gallon (gal)

cubic centimeter (cm3)

0.06102

cubic inch (in3)

liter (L)

61.02

cubic inch (in3)

gram (g)

0.03527

ounce, avoirdupois (oz)

kilogram (kg)

2.205

pound avoirdupois (lb)

Mass

Temperature in degrees Celsius (°C) may be converted to degrees Fahrenheit (°F) as follows: °F = (1.8 × °C) + 32.

Supplemental Information Concentrations of chemical constituents in water are in either milligrams per liter (mg/L) or micrograms per liter (µg/L).

Abbreviations Al

aluminum

carbon

calcium

DEA

denitrification enzyme activity

DEN

potential denitrification rates

EPC0

equilibrium phosphorus concentration

iron

KCl

potassium chloride

M3P

Mehlich 3 extractable phosphorus

MgCl2

magnesium chloride

MMSD

Milwaukee Metropolitan Sewerage District

nitrogen

NH4

ammonium

NO3

nitrate

Spearman rank order correlation

probability value

phosphorus

PEP

phosphate exchange potential

PSR

phosphorus saturation ratio

SRP

soluble reactive phosphorus

USGS

U.S. Geological Survey

Abstract

Introduction

The U.S. Geological Survey and Milwaukee Metropolitan Sewerage District in Wisconsin have an ongoing partnership to monitor water quality in streams in the Milwaukee metropolitan area and to assess the effects of stream restoration on habitat and water quality. Because sediment nutrient dynamics can improve or further impair water quality, we measured sediment nitrogen and phosphorus concentrations, potential nitrogen removal, and potential phosphorus retention at 32 streams sites in the Milwaukee metropolitan area in summer 2022. Four of the sites were in rehabilitated stream reaches. Based on the results from this project, we provided a rating of good, fair, or poor for the sediment nutrient dynamics at each site. Sediment nitrogen removal and phosphorus retention in stream reaches increased as the proportion of fine particles increased. Bioavailable nitrogen and phosphorus concentrations increased in stream reaches as particle size decreased, especially at locations with more silt and clay. Particle size typically decreased from upstream to downstream, and several of the sites with finer particles were in downstream parts of the study area, especially in the Milwaukee Estuary sites. The sites that had more fine sediment and higher bioavailable nutrients also had elevated rates of nitrification and denitrification enzyme activity, which is a measurement of the potential nitrogen removal when nitrogen and carbon do not limit the denitrifying bacteria. Additionally, sites with fine sediment typically had the highest potential to retain phosphorus as fine sediment provides many binding sites for phosphorus. The binding sites can become saturated with phosphorus, however, increasing the potential for the phosphorus to be released to stream water. Five of the 32 sampled sites were potentially saturated with phosphorus. Sites that contained more agricultural land in their drainage areas were at higher risk of having sediment that was saturated or near-saturation; however, the sites that had more agricultural land in their drainage areas also had higher nitrification rates. Results from this study indicate that stream rehabilitation projects that promote sediment deposition and accumulation of organic matter in the stream channel can increase nitrogen removal and phosphorus retention.

The water quality of streams and rivers draining mainly agricultural and urban areas is commonly impaired because of increased inputs of nitrogen (N), phosphorus (P), and sediment from the landscape. Suspended sediment reduces light penetration into the water column, changes water temperature, fills in channels and reservoirs, clogs feeding structures of filter-feeding invertebrates, and stresses fish (Bilotta and Brazier, 2008). Elevated nutrient concentrations stimulate the production of phytoplankton (Wurtsbaugh and others, 2019), which can further increase turbidity, increase light attenuation, and cause large shifts in diurnal oxygen patterns (Hilton and others, 2006). When excess nutrients are available, phytoplankton can grow out of control and form harmful algal blooms. Some phytoplankton (for example, cyanobacteria) produce toxins that are detrimental to aquatic biota and can harm humans if they are in recreational waters or the drinking water supply (Carey and others, 2013; Miller and others, 2017). When the algae die, they become part of the organic material on the floor of the stream, estuary, or lake, and decomposition of this material can lead to low oxygen concentrations in the water column (Tellier and others, 2022). If low oxygen concentrations persist, hypoxic zones form, which kill or drive away aquatic organisms in the hypoxic area, affect drinking water taste and odor, and ultimately degrade the ecosystem (Diaz and Rosenberg, 2008; Tellier and others, 2022). Nutrient cycling is an important ecosystem process in rivers that can reduce nutrient concentrations. Rivers temporarily remove nutrients from the water column through sediment burial and biotic uptake (Birgand and others, 2007; Withers and Jarvie, 2008). Rivers permanently remove N through microbially mediated denitrification, which is the microbial conversion of nitrate (NO3) to nitrogen gas (Mulholland and others, 2008; Kreiling and others, 2019a), and through coupled nitrification-denitrification where nitrification, which is the microbial conversion of ammonium (NH4) to NO3, supplies the NO3 for denitrification (Richardson and others, 2004; Kreiling and others, 2021; Kreiling and others, 2024). Macrophytes, phytoplankton, and heterotrophs assimilate nutrients throughout the growing

2 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022 season, temporarily removing nutrients from the sediment and water column and then rereleasing them during decomposition (Reddy and others, 1999; Birgand and others, 2007). Drainage basin geology has a strong effect on the mineralogy and geochemistry of the streambed sediment, which in turn affects the P retention capacity of the sediment (Withers and Jarvie, 2008). Dissolved P in the water column can adsorb to cations present in the sediment and be biologically unavailable for days to years depending on sediment pH and reduction–oxidation conditions (Reddy and others, 1999; Withers and Jarvie, 2008). The number of cation-binding sites is determined by the sediment composition, with more sites typically available in clay-sized particles (Evans and others, 2004; Withers and Jarvie, 2008). Sediment burial of P can be a permanent P removal mechanism if P is bound to a calcium (Ca) salt or if P is in a refractory organic form (Records and others, 2016). Chronic loading of nutrients in rivers can overwhelm these sediment nutrient processes (Wollheim and others, 2018). Denitrifying bacteria can become saturated with NO3, causing the N removal efficiency in the stream to decline (Mulholland and others, 2008). All the cation-binding sites on sediment particles can be filled with P, reducing the capacity to bind additional P (Kreiling and others, 2019b). Eventually the sediment can begin releasing P to the water column instead of storing it (Hamilton, 2012). One index used to measure the capacity of the stream sediment to adsorb or release P is the equilibrium P concentration (EPC0; Froelich, 1988). The EPC0 is the concentration of soluble reactive P (SRP) in the water column when there is no net uptake or release of P from the sediment (Froelich, 1988; Simpson and others, 2021). When the EPC0 is greater than the ambient SRP concentration, the sediment is a potential P source (Simpson and others, 2021). The EPC0 is strongly affected by sediment physicochemical characteristics, SRP concentrations, and how saturated the sediment is with P (Simpson and others, 2021; Kreiling and others, 2023); thus, the sediment can play a key role in regulating stream water nutrient concentrations and downstream transport. The Milwaukee River Basin has an area of 2,241 square kilometers (km2) and consists of the Menomonee River, Kinnickinnic River, and Milwaukee River subbasins, and the Milwaukee Estuary (site 28; fig. 1). The Milwaukee River is a tributary to Lake Michigan, and land cover in the basin is predominantly agriculture and urban. More than 1 million people in the basin get their drinking water from Lake Michigan (CDM Smith, 2018). Urban and agricultural runoff in the basin is linked to elevated loads of nutrients, sediment, and bacteria in the river, which have led to low dissolved oxygen concentrations, degraded habitat, excessive algal growth, high turbidity, and recreational impairments

(CDM Smith, 2018). In basin areas near airports, airport deicing chemicals have caused elevated stream water P concentrations (Stefaniak and others, 2023). Most of the stream reaches in the basin are listed as impaired and are under a total maximum daily load plan to reduce bacteria (fecal coliform and Escherichia coli [E. coli] indicator bacteria), total P, and total suspended solids concentrations (CDM Smith, 2018). Cyanobacteria are present in the streams (Scudder Eikenberry and others, 2020), although cyanotoxins have not been documented. Recent sediment fingerprinting studies in the Kinnickinnic River subbasin identified that the sources of sediment-bound P were primarily roadways in residential areas and secondarily stream banks (Blount and others, 2023). Phosphorus concentrations were highest in suspended sediment (Blount and others, 2023), indicating that instream sediment is further enriched in P while being transported through the channel network, which has been observed in other Great Lakes agricultural basins (for example, Fitzpatrick and others, 2019; Williamson and others, 2020; Blount and others, 2022). Stream rehabilitation projects are occurring in the Milwaukee Metropolitan Sewerage District’s (MMSD) planning area (fig. 1) to restore aquatic ecological processes and habitat, improve water quality, and reduce flooding. The Milwaukee Metropolitan Sewerage District has invested hundreds of millions of dollars on restoration projects that typically involve replacing concrete lining with a more natural streambed and installing riparian buffer strips and other natural features to improve water quality (CDM Smith, 2018). Restoration actions such as concrete removal and floodplain reconnection have occurred in parts of the Menomonee River, Kinnickinnic River, Underwood Creek and Honey Creek (tributaries to the Menomonee River), and Lincoln Creek (tributary to the Milwaukee River; fig. 1). Removing concrete and reconnecting the stream to its floodplain permits the streams to meander, hydraulic retention times to increase, and more sediment to be retained in stream reaches, all of which are conducive for P burial and increased N loss through denitrification (Kaushal and others, 2008; Kreiling and others, 2013; McMillan and Noe, 2017; Tschikof and others, 2022). Conversely, changes in stream hydrology can also enhance the release of legacy P from fine-grained sediment if the sediment is resuspended from already deposited sediment in the streambank and streambed in the river network or the Milwaukee Estuary (Records and others, 2016; Kusmer and others, 2019). Little research has been done on sediment nutrient dynamics in the basin. Without this baseline information, our understanding of how restoration actions are influencing key ecosystem processes to improve water quality and habitat conditions is limited.

88°24’

87°48’ 32

LAKE

Milwaukee River

MICHIGAN

Milwaukee Metropolitan Sewerage District planning area Watershed boundary

MICH.

Milwaukee Metropolitan Sewerage District planning area

ILLINOIS

Lake Michigan Direct

Rock River

IOWA

43°12’

WISCONSIN

LAKE MICHIGAN

MINN.

EXPLANATION

SUPERIOR

U.S. Geological Survey streamgage sampling site with identifier (table 1)

IND.

Menomonee River 7

11 9

8 10 12 16 14 13 15

29 30

LAKE MICHIGAN

28 31

19 18 Kinnickinnic River

Fox River 25

24 21

Root River 22

Oak Creek Lake Michigan Direct

42°48’ 0 0

3 3

6 MILES 6 KILOMETERS

Figure 1. Sites where sediment samples were collected in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022.

Introduction 3

Base modified from Milwaukee Metropolitan Sewerage District planning boundary base map, 2023 U.S. Geological Survey digital line graph hydrography, 1:24,000, 2017 Wisconsin Department of Natural Resources hydrography, 1:24,000, 2022 Albers Equal Area Conic, U.S. Geological Survey contiguous United States projection North American Datum of 1983

4 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022

Purpose and Scope The purpose of this report is to summarize U.S. Geological Survey (USGS) assessments of streambed sediment nutrient dynamics at 32 sites in or near the MMSD planning area in southeastern Wisconsin (fig. 1). Understanding sediment nutrient dynamics in Milwaukee metropolitan area streams is important for assessing water quality and stream habitat and evaluating downstream nutrient contributions to the Milwaukee Estuary and nearshore areas of Lake Michigan. Specifically, the purpose of this report is to (1) complete a baseline study of indicators of sediment P and N availability in stream and rivermouth sediments; (2) identify hot spots for N removal from the streams; (3) identify locations for storage and potential release of P from the streambed sediment; and (4) provide an assessment rating of good, fair, or poor at each site for the amount of bioavailable nutrients that can potentially be released to the stream water, for the N cycling potential, and for the P storage capacity indices.

Description of Study Area and Sites A total of 32 sites were sampled during summer low flow conditions in August 2022 (table 1; fig. 1). Sampled sites include 25 sites within the MMSD planning area and 7 sites outside the MMSD planning area but still in the Milwaukee metropolitan area (fig. 1). Land cover in the Milwaukee River Basin consists of 29 percent row crops, 31 percent developed,

16 percent wetlands, 11 percent pasture, 11 percent forest, and less than 2 percent of other land cover types (Dewitz and USGS, 2021; fig. 2). The 24 study sites in the Milwaukee River Basin are mainly in the developed, southern part of the basin. The three sites outside the Milwaukee River Basin but still in the Lake Michigan Basin are in the Oak Creek (site 20) and Root River (sites 21 and 22) Basins, which are heavily developed (fig. 2). Four sites are in the Fox River Basin (sites 24, 25, 26, and 27), and one site is in the Rock River Basin (site 23). The Rock River flows into the upper Mississippi River, and the Fox River flows into the Illinois River before entering the upper Mississippi River. The five sites in the upper Mississippi River Basin have a mixed land use with 24–64 percent forest and wetland, 18–41 percent row crops and pasture, and 5–53 percent developed (fig. 2). Some of the streams in the Milwaukee metropolitan area are channelized and (or) lined with concrete to improve stormwater flow. Recent restoration projects in the basin have removed concrete, stabilized banks, and added riffles and pools to improve aquatic habitat, provide wetland mitigation, and improve fish passage (Scudder Eikenberry and others, 2020). Sites sampled for this study (fig. 1) that are in rehabilitated areas are two separate reaches in Underwood Creek at Wauwatosa, Wisconsin (USGS station 04087088– Reach A, site 10; and USGS station 04087088–Reach B, site 11); Lincoln Creek at 47th Street at Milwaukee, Wis. (USGS station 40869415, site 2); and Kinnickinnic River at 6th Street at Milwaukee, Wis. (USGS station 040871602–Reach A, site 18).

Description of Study Area and Sites 5 Table 1. U.S. Geological Survey site information on surface water and sediment data-collection sites near and in the Milwaukee Metropolitan Sewerage District planning area, southeastern Wisconsin, 2022. [Data can be accessed from U.S. Geological Survey (2025) using the station number. USGS, U.S. Geological Survey; km2, square kilometer]

Site number (fig. 1)

USGS station name

USGS station number and reach

Latitude

Longitude

Drainage area (km2)

43.280302

−87.941849

1,554.76

Milwaukee River near Cedarburg, Wisconsin

Lincoln Creek at 47th Street at Milwaukee, Wisconsin1

040869415

43.097184

−87.972298

33.31

Milwaukee River at Milwaukee, Wisconsin

04087000

43.100012

−87.908974

1,781.98

04086600

Willow Creek at Maple Road near Germantown, Wisconsin

040870195

43.206673

−88.14287

16.69

Menomonee River at Menomonee Falls, Wisconsin

04087030

43.172786

−88.10398

87.22

Little Menomonee River near Freistadt, Wisconsin

04087050

43.206674

−88.038423

19.97

Little Menomonee River at Milwaukee, Wisconsin

04087070

43.121821

−88.044938

53.24

Menomonee River at North Avenue at Wauwatosa, Wisconsin

04087084

43.060743

−88.035098

234.42

Underwood Creek at Wall Street at Elm Grove, Wisconsin

0408708562

43.03976

−88.075656

24.49

Underwood Creek at Wauwatosa, Wisconsin1

04087088–A

43.058346

−88.035016

47.53

Underwood Creek at Wauwatosa, Wisconsin1

04087088–B

43.050271

−88.046457

26.71

Menomonee River at Hoyt Park at Wauwatosa, Wisconsin

04087092

43.056245

−88.027951

286.70

Honey Creek near Portland Avenue at Wauwatosa, Wisconsin

04087118–B

43.039898

−88.012548

26.71

Honey Creek at Wauwatosa, Wisconsin

04087119–A

43.044147

−88.008657

27.46

Honey Creek at Wauwatosa, Wisconsin

04087119–B

43.044063

−88.003054

27.68

Menomonee River at Wauwatosa, Wisconsin

04087120

43.045498

−88.000093

318.58

Kinnickinnic River at South 11th Street at Milwaukee, Wisconsin

04087159

42.997363

−87.926108

48.10

Kinnickinnic River at 6th Street at Milwaukee, Wisconsin1

040871602–A

42.99522

−87.915985

55.63

Kinnickinnic River at 6th Street at Milwaukee, Wisconsin

040871602–B

42.996404

−87.912887

56.01

Oak Creek at South Milwaukee, Wisconsin

04087204

42.923434

−87.868239

65.41

Root River at Grange Avenue at Greenfield, Wisconsin

04087214

42.943402

−88.014302

38.14

Root River near Franklin, Wisconsin

04087220

42.873092

−87.994898

127.78

Scuppernong River near Palmyra, Wisconsin

05426400

42.885234

−88.537975

67.73

Fox River at Fox River Parkway North at Waukesha, Wisconsin

05543839

42.980104

−88.266754

334.72

Pebble Creek at mouth near Waukesha, Wisconsin

05543855

42.980269

−88.267237

47.27

Mukwonago River at Mukwonago, Wisconsin

05544200

42.857539

−88.324311

196.87

Jewel Creek at Muskego, Wisconsin

05544371

42.928662

−88.14933

21.03

Milwaukee River at mouth at Milwaukee, Wisconsin2

04087170

43.024444

−87.898333

2,239.65

Milwaukee River downstream East Cherry Street at Milwaukee, Wisconsin2

040870115

43.047694

−87.912639

1,803.71

Menomonee River at 16th Street at Milwaukee, Wisconsin2

04087142

43.033889

−87.934167

358.28

Kinnickinnic River at South 1st Street at Milwaukee, Wisconsin2

04087161

43.008333

−87.911111

63.20

Cedar Creek near Cedarburg, Wisconsin

04086500

43.315573

−87.979327

311.41

1Rehabilitated sites. 2Milwaukee Estuary sites.

87°48’ 32

Milwaukee River

EXPLANATION

Land cover type Open water Developed, open space

Menomonee River

Developed, low intensity Lake Michigan Direct

Rock River

Developed, medium intensity Developed, high intensity

43°12’

Barren land (rock/sand/clay) Deciduous forest Evergreen forest

7 3

Mixed forest Shrub/scrub

8 10 12 16 11 14 9 13 15

Grasslands/herbaceous

29 30

Pasture/hay

Cultivated crops

31 17

Emergent herbaceous wetlands

U.S. Geological Survey streamgage sampling site with identifier (table 1)

Oak Creek

22 26

Lake Michigan Direct Root River

42°48’ Base modified from Milwaukee Metropolitan Sewerage District planning boundary base map, 2023 U.S. Geological Survey digital line graph hydrography, 1:24,000, 2017 Wisconsin Department of Natural Resources hydrography, 1:24,000, 2022 U.S. Geological Survey National Land Cover Database, 2019 Albers Equal Area Conic, U.S. Geological Survey contiguous United States projection North American Datum of 1983

Milwaukee Metropolitan Sewerage District planning area boundary Watershed boundary

Woody wetlands

19 18 Kinnickinnic River

Fox River

0 0

3 3

6 MILES 6 KILOMETERS

Figure 2. Land cover in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin.

LAKE MICHIGAN

6 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022

88°24’

Methods 7

Methods Stream water and streambed sediment samples were collected at each of the 32 sites in the Milwaukee metropolitan area. Stream water samples were analyzed for nutrient concentrations. Sediment samples were analyzed for sediment physical and chemical properties, rates of denitrification and nitrification, and P retention potential.

Water Quality At each site, stream water samples were collected at 0.2 meter (m) below the water surface and analyzed for turbidity, specific conductance, total P, soluble reactive P, total N, nitrate as N, and ammonium as N. Samples for SRP, NO3, and NH4 were filtered through a 0.45-micron (μm) filter in the field. The SRP samples were frozen until analysis, and all other samples were acidified with concentrated sulfuric acid to pH less than 2. Samples were analyzed at the USGS Upper Midwest Environmental Sciences Center (UMESC) in La Crosse, Wis. The total N and total P samples were digested with potassium persulfate and then analyzed on a discrete autoanalyzer. Samples for NO3 and NH4 were analyzed on a continuous-flow autoanalyzer, and SRP was analyzed on a discrete autoanalyzer. Total N and NO3 were determined by the automated cadmium reduction method, and NH4 was determined using the automated phenate method (American Public Health Association and others, 2017). Total P and SRP were determined using the ascorbic acid method (American Public Health Association and others, 2017). Detection limits were as follows: SRP, 0.001 milligram per liter (mg/L) as P; TP, 0.001 mg/L as P; NO3, 0.007 mg/L as N; NH4, 0.004 mg/L as N; and total N, 0.006 mg/L as N. Approximately 10 percent of the water samples were analyzed in duplicate to measure precision, and standard reference material samples were analyzed with each batch of samples to determine accuracy of measured concentrations.

Sediment Nutrient and Physical Properties Four sediment cores (5-centimeter [cm] depth by 7.6-cm diameter) were collected at each site and extruded into a zipper storage bag. Ambient sediment temperature and pH were measured on one core. Samples were transported on ice to UMESC where all four cores were combined into one sample and homogenized. Samples were analyzed for potassium chloride (KCl)-exchangeable NH4 and porewater NO3, which is a measure of the pool of bioavailable N, and magnesium chloride (MgCl2)-exchangeable SRP, which is a measure of the pool of bioavailable P. Higher concentrations of KCl-exchangeable NH4 and MgCl2-exchangeable SRP indicate a great potential for the sediment to release these nutrients to stream water. Samples also were analyzed for bulk density, percentage volatile solids, percentage water-filled pore space, and percentage water following

Robertson and others (1999). Percentage sediment total carbon (C), total organic C, and total N were determined with an Elementar vario cube (Langenselbold, Germany), and molar ratios of total C to total N were calculated based on these results. Total sediment P was determined by inductively couple plasma mass spectrometry (Kreiling and others, 2019b). Particle size distribution was measured with the integral suspension pressure method (Durner and Iden, 2021) and used to estimate median particle size.

Sediment Nitrification and Denitrification Sediment nitrification and denitrification assays were initiated within 24 hours of sample collection in the laboratory at UMESC. Potential nitrification rate was determined by the ammonium oxidation method (International Organization for Standardization, 2012). Sediment was incubated under oxic conditions at ambient sediment temperatures with 79 milliliters (mL) of sample waters and 0.8 mL of 1.5 molar chlorate (Kreiling and others, 2024). Denitrification rate was determined using the acetylene block method (Groffman and others, 1999; Richardson and others, 2004). Homogenized sediment slurries were incubated under anoxic conditions at ambient sediment temperatures with acetylene inhibition techniques to determine denitrification enzyme activity (DEA; with added NO3 [14 mg/L as NO3-N] and C [12 mg/L as glucose-C]) and potential denitrification rates (DEN; no additions).

Sediment Phosphorus Retention Potential Sediment cation composition was determined at the University of Minnesota Research Analytical Laboratory using the Mehlich-3 method on dried sediment that had passed through a 2-millimeter (mm) sieve (Mehlich, 1984). Cations measured were aluminum (Al), Ca, iron (Fe), Mehlich 3 extractable phosphorus (M3P), magnesium, and manganese. M3P is commonly used in soils as an index of P availability. From the Mehlich-3 data, P saturation ratios (PSRs) were calculated (PSR=M3P/(Fe+Al); Sims and others, 2002). The PSR is an index of retention potential of sediment where values less than 0.10 indicate potential P binding to the sediment and values greater than 0.15 indicate potential P release (Nair, 2014). The EPC0 (Froelich, 1988; Simpson and others, 2021) was determined within 24 hours of sample collection. To determine EPC0, 1.5 grams (g) of sediment was added to six 50-mL centrifuge tubes along with a series of 30 mL of 0.01 molar KCl solutions with P concentrations of 2.0, 1.0, 0.5, 0.1, 0.05, or 0 mg/L as P. The samples were shaken for 24 hours at room temperature, centrifuged, and the aliquot was filtered and analyzed for SRP. A linear regression of the amount of P sorbed (milligrams per kilogram as P per dry sediment) against the final SRP concentration (milligrams per liter as P) in the centrifuge tube was used to determine EPC0, with the

8 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022 Table 2. Ranking criteria to assess the amount of bioavailable nutrients, the potential for nitrogen cycling, and the potential phosphorus storage capacity in the streambed sediment at stream sites in and near the Milwaukee Metropolitan Sewerage District planning area of Wisconsin. [mg/kg, milligram per kilogram; >, greater than; <, less than; [μg N/cm2]/hr, microgram of nitrogen per square centimeter per hour; mg/L, milligram per liter;]

Units

Poor

Fair

Good

Bioavailable nitrogen

Property

mg/kg dry sediment

>25

5 to 25

Nitrification

[μg N/cm2]/hr

0 to 0.5

0.5 to 1.0

>1.0

Denitrification

[μg N/cm2]/hr

0 to 2

2 to 10

>10

Bioavailable phosphorus

mg/kg dry sediment

>10

2 to 10

Equilibrium phosphorus concentration

mg/L

>0.10

0.02 to 0.10

<0.02

Phosphate exchange potential

Dimensionless number

>0.1

−0.1 to 0.1

<−0.1

Phosphorus saturation ratio

Dimensionless number

>0.15

0.1 to 0.15

<0.1

x-intercept representing EPC0 (Pant and Reddy, 2001). We also calculated the phosphate exchange potential (PEP), which is a measurement of the relative difference between EPC0 and SRP (Simpson and others, 2021). Negative PEP values indicate a potential for P sorption to the sediment, and positive values indicate a potential for P desorption. Values close to zero imply equilibrium (Simpson and others, 2021; Kreiling and others, 2023).

Statistical Analyses and Site Assessments Statistical analyses were run in R version 4.3.2 (R Core Team, 2023). Summary statistics were calculated for all variables. The concentrations of Al and porewater NO3 were below the detection limit at more than half of the sites, so the Kaplan-Meier method in the NADA R package (Lee, 2022) was used to generate the mean Al and KCl-exchangeable NO3 concentrations. Spearman’s rank correlation coefficients (ρ) were run to determine correlations among all measured

sediment properties and nutrient dynamics. To account for the data with nondetects, Kendall’s rank correlation coefficients (τ) were run to determine correlations between Al and the sediment nutrient dynamics and to determine correlations between KCl-exchangeable NO3 and the sediment nutrient dynamics. Hot spots for N cycling (nitrification and denitrification) were identified as sites with measured rates above the 75th percentile of all measurable rates (Palta and others, 2014; Kreiling and others, 2019a). All data generated during this study are available as a USGS data release (Kreiling and others, 2025). Each site was given a ranking of good, fair, or poor based on the amount of bioavailable nutrients present in the streambed sediment, the capacity of the sediment to store additional P, and the potential for N cycling at the site. These assessments were made for bioavailable N, bioavailable P, nitrification potential, denitrification potential, and the P retention indices of EPC0, PEP, and PSR. The criteria for ranking of good, fair, or poor are listed in table 2.

Nitrogen and Phosphorus Bioavailability in Streambed Sediment 9

Nitrogen and Phosphorus Bioavailability in Streambed Sediment Concentrations of bioavailable N (that is, KCl-exchangeable NH4) varied substantially across the sites (fig. 3), with a median value of 12.0 mg/kg as N (table 3) and highest concentrations downstream in or near the estuary (site 28; fig. 3). Porewater NO3 was only measurable at nine of the sites, with the maximum observed concentration of only 0.60 mg/kg as N (table 3). Concentrations of bioavailable P (that is, MgCl2-exchangeable SRP) also varied across the sites (fig. 4), with a median concentration of 5.5 mg/kg as P (table 3) and highest concentrations downstream in or near the estuary. Concentrations of bioavailable N and P in the streambed sediment increased as particle size decreased (fig. 5A.B). Three of the four estuary sites (sites 28, 30, and 31) had streambed particles with very low median diameters and had some of the greatest concentrations of bioavailable nutrients (figs. 3 and 4). The lowest concentrations of bioavailable nutrients were in sites in the Menomonee River and its tributaries (figs. 3 and 4). Much of the urban area in the basin contains impervious surfaces like roads, which cause flashy peak flows of water during storms (Julian and Gardner, 2014) that quickly transport sediment through the stream network (Fitzpatrick and Peppler, 2010); moreover, several of the streams are concrete-lined, especially in the Menomonee River subbasin (Southeastern Wisconsin Regional Planning

Commission, 2007), which also speeds water and sediment transport (Fitzpatrick and Peppler, 2010). Instead of fine sediment depositing in the streambed, it is deposited farther downstream in the rivermouth (Larson and others, 2013). Flow in Great Lakes rivermouths are a combination of river flow and lake level where water flowing upstream from the lake can mix with the river water, slowing streamflow and increasing water retention times (House, 1987; Larson and others, 2013). The increase in water retention time causes high deposition rates in the estuary (Larson and others, 2013). Streambed sediment that was high in bioavailable nutrients also contained higher concentrations of other nutrients. The KCl-exchangeable NH4 concentrations were positively related to sediment total organic C concentrations (Spearman rank order correlation [ρ] =0.72, probability value (p)<0.0001) and sediment total N concentrations (ρ=0.88, p<0.0001). Similarly, MgCl2-exchangeable SRP concentrations were positively related to sediment total organic C concentrations (ρ=0.70, p<0.0001) and sediment total P concentrations (ρ= 0.86, p<0.0001). Mineralization of organic material causes an increase in the pool of available NH4 and SRP (Noe and others, 2013); thus, streambed sites with higher concentrations of organic C and finer sediment tend to have higher concentrations of bioavailable N and P (Johnston and others, 2001; Records and others, 2016).

87°48’ 32

EXPLANATION

43°12’

Milwaukee River

Milwaukee Metropolitan Sewerage District planning area Watershed boundary Potassium chloride-exchangeable ammonium—In milligrams of nitrogen per kilogram of dry sediment, with site identifier (refer to table 1 for U.S. Geological Survey streamgage information) 0.0 to 1.0 1.0 to 5.0 5.0 to 25.0 25.0 to 100.0 100.0 to 200.0

Menomonee River

Lake Michigan Direct

5 7

8 10 9

12 14

11 13

29 16

LAKE MICHIGAN

28 31

Fox River 25

18 19 Kinnickinnic River

24 21

Rock River

27 22

Oak Creek Lake Michigan Direct

Root River 42°48’ Base modified from Milwaukee Metropolitan Sewerage District planning boundary base map, 2023 U.S. Geological Survey digital line graph hydrography, 1:24,000, 2017 Wisconsin Department of Natural Resources hydrography, 1:24,000, 2022 Albers Equal Area Conic, U.S. Geological Survey contiguous United States projection North American Datum of 1983

0 0

3 3

6 MILES 6 KILOMETERS

Figure 3. Potassium-exchangeable ammonium concentration at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022. Data from Kreiling and others (2025).

10 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022

88°24’

Nitrogen and Phosphorus Bioavailability in Streambed Sediment 11 Table 3. Statistical summaries for streambed sediment physical and chemical properties from samples collected in and near the Milwaukee Metropolitan Sewerage District planning area of Wisconsin, summer 2022. Data summarized from Kreiling and others (2025). [°C, degree Celsius; mg/kg, milligram per kilogram; --, not available; <, less than; g/cm3, gram per cubic centimeter; g/kg, gram per kilogram; mm, millimeter]

Median

Mean

Minimum

Maximum

Sediment temperature

Property °C

Units

23.2

22.6

15.1

28.1

Sediment pH

Standard pH units

7.3

7.2

6.7

7.9

Potassium chloride exchangeable ammonium, as nitrogen

mg/kg dry sediment

12.0

33.6

0.3

194.2

Porewater nitrate, as nitrogen1

mg/kg dry sediment

0.06

<0.01

0.60

Magnesium chloride exchangeable soluble reactive phosphorus, as phosphorus

mg/kg dry sediment

5.5

10.6

1.2

53.2

Bulk density

g/cm3

1.27

1.16

0.35

1.86

Water-filled pore space

Percentage

55.27

59.89

29.43

100.0

Volatile solids

g/kg dry sediment

31.4

56.3

6.9

206.3

Total phosphorus

g/kg dry sediment

0.35

0.53

0.12

1.38

Total nitrogen

g/kg dry sediment

1.11

1.86

0.11

6.51

Total carbon

g/kg dry sediment

68.2

72.4

22.1

166.0

Total organic carbon

g/kg dry sediment

17.82

26.01

<0.001

101.9

Molar ratio of total carbon to total nitrogen

Dimensionless number

57.6

152.7

18.7

658.8

Mehlich-3 extracted aluminum, as aluminum2

mg/kg dry sediment

39.5

<3.3

397.1

Mehlich-3 extracted calcium, as calcium

mg/kg dry sediment

4,099

6,047

501.2

Mehlich-3 extracted iron, as iron

mg/kg dry sediment

303.1

345.7

86.0

Mehlich-3 extracted magnesium, as magnesium

mg/kg dry sediment

384.0

451.5

145.9

17,488 788.0 1,188

Mehlich-3 extracted manganese, as manganese

mg/kg dry sediment

94.0

114.0

4.1

324.5

Mehlich-3 extracted phosphorus, as phosphorus

mg/kg dry sediment

16.1

20.2

0.2

52.1

Median particle diameter

0.411

1.018

0.005

5.427

1Mean estimated with Kaplan-Meier method because 23 of the measurements were below the method detection limit. 2Mean estimated with Kaplan-Meier method because 16 of the measurements were below the method detection limit.

87°48’ 32

EXPLANATION

43°12’

Milwaukee River

Milwaukee Metropolitan Sewerage District planning area Watershed boundary Magnesium chloride-exchangeable phosphorus—In milligrams of phosphorus per kilogram of dry sediment, with site identifier (refer to table 1 for U.S. Geological Survey streamgage information) 0.0 to 2.0 2.0 to 5.0 5.0 to 10.0 10.0 to 20.0 20.0 to 54.0

Menomonee River

Lake Michigan Direct

5 7

8 12

10 9

11 13

29 16

LAKE MICHIGAN

28 31

Fox River 25

18 19 Kinnickinnic River

24 21

Rock River

27 22

Oak Creek Lake Michigan Direct

0 0

3 3

6 MILES 6 KILOMETERS

Figure 4. Magnesium chloride-exchangeable phosphorus concentration at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022. Data from Kreiling and others (2025).

12 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022

88°24’

Nitrogen and Phosphorus Bioavailability in Streambed Sediment 13

200

Magnesium chloride-exchangeable phosphorus, in milligrams of phosphorus per kilogram of dry sediment

Potassium chloride-exchangeable ammonium, in milligrams of nitrogen per kilogram of dry sediment

A ρ=−0.84 p<0.0001

150

100

0 0.01

0.1

B ρ=−0.75 p<0.0001

50 40 30 20 10 0

0.01

Median size of sediment particles, in millimeters

ρ=−0.54 p=0.0014

0.25

ρ=0.74 p<0.0001

0.20 0.15 0.10 0.05 0

0 0.01

0.1

0.01

Phosphate exchange potential

ρ=−0.68 p<0.0001

0.01

0.1

Median size of sediment particles, in millimeters

0.1

Median size of sediment particles, in millimeters

Median size of sediment particles, in millimeters Denitrification enzyme activity, in micrograms of nitrogen per square centimeter per hour

D Equilibrium phosphorus concentration, in milligrams of phosphorus per liter

Nitrification rate, in micrograms of nitrogen per square centimeter per hour

0.1

Median size of sediment particles, in millimeters

F ρ=0.54 p=0.0013

−1

−2

0.01

0.1

Median size of sediment particles, in millimeters

Figure 5. Plots of relation of median particle size with sediment nutrient dynamics in samples collected in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022. A, Potassium chloride-exchangeable ammonium. B, Magnesium chloride-exchangeable phosphorus. C, Nitrification rate. D, Equilibrium phosphorus concentration. E, Denitrification enzyme activity. F, Phosphate exchange potential. Data summarized from Kreiling and others (2025). [ρ, Spearman rank order correlation; p, probability value]

14 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022

Nitrification and Denitrification Hot Spots The median potential nitrification rate was 1.0 microgram of N per square centimeter per hour [(μg N/cm2)/hr]; the potential nitrification rate ranged from 0.1 to 4.2 (μg N/ cm2)/hr. Eight locations were nitrification hot spots (that is, measured rates above the 75th percentile of all rates) with rates greater than 2.0 (μg N/cm2)/hr (fig. 6). The highest nitrification rate was observed at the Fox River at Waukesha site (site 24) and the lowest rate was at the Mukwonago River at Mukwonago site (site 26). Both sites are in the upper Mississippi River Basin outside of the MMSD planning area (fig. 6), but are included in this study to increase the number of sites with agricultural land use (fig. 2). The Mukwonago River site (site 26) is downstream from a dam, which can prevent deposition of fine sediment and thus the accumulation of bioavailable nutrients, including the NH4 needed for nitrification. The rehabilitated Underwood Creek site (USGS 04087088–Reach B, site 11) also had relatively high nitrification rates. In general, rates were greater in the more upstream locations of the Menomonee and Milwaukee River subbasins (fig. 6), which typically contain less urban land and more agricultural land (fig. 2). One nitrification hot spot at the Milwaukee River at Milwaukee site (site 3) was in a more urban area. The sediment at the Milwaukee River at Milwaukee site (site 3) had a relatively high concentration of bioavailable N, which likely drove nitrification. Nitrification rates generally decreased with more urban land use in the basin (fig. 7A) and increased at sites with more agricultural land use in the basin (fig. 7B). Other studies also have observed increased nitrification rates with increasing agricultural land use (Arango and Tank, 2008; Kreiling and others, 2024). The potential nitrification rate range of 0.1–4.2 (μg N/cm2)/hr was much lower than the range measured in the agricultural Maumee River Basin (0–65.7 [μg N/cm2]/hr; Kreiling and others, 2024), which is another Great Lakes Basin, indicating that nitrification rates are not very high in Milwaukee metropolitan area streams. Nitrification rates were positively related to sediment total N (ρ=0.58, p=0.0005), KCl-exchangeable NH4 (ρ=0.53, p=0.0016), and total organic C concentrations (ρ=0.52, p=0.0024) and negatively related to particle size (fig. 5C); thus, nitrification rates were higher at stream sites that contained fine sediment with greater concentrations of N (Bernot and Dodds, 2005; Arango and Tank, 2008). Rates also were negatively related to the molar ratio of C to N (ρ=−0.62, p=0.0002) likely because of competition for N between nitrifying bacteria and heterotrophic bacteria (Strauss and others, 2002). Potential denitrification rates were only measurable at 11 of the 32 sites (range of 0–2.95 [μg N/cm2]/hr) with only four sites (Menomonee River at Menomonee Falls [site 5], Menomonee River at North Ave. at Wauwatosa [site 8], and two Honey Creek sites [sites 13 and 15]) having rates more

than 1.0 (μg N/cm2)/hr. Our criterion for a DEN hot spot was a site that was in the 75th percentile of sites with measurable rates. Because only 11 sites had measurable rates, only 3 sites could be considered hot spots. The highest potential DEN rate was observed at the Menomonee River at Menomonee Falls site (site 5), with the two Honey Creek sites having the second (USGS 04087119–Reach B, site 15) and third (USGS 04087118–Reach B, site 13) highest rates. Most of the sites that had measurable DEN rates were in the Menomonee River subbasin near Wauwatosa. The DEN range of 2.67–2.95 (μg N/cm2)/hr for hot spots was much lower than the DEN range for hot spots observed in other Great Lakes Basins, particularly the Fox River Basin in northeastern Wisconsin, which drains to Green Bay in Lake Michigan (4.65–57.83 [μg N/cm2]/hr; Kreiling and others, 2019a) and the Maumee River Basin (9.00–24.74 [μg N/cm2]/hr; Kreiling and others, 2024). The reported range of NO3 concentrations was much greater in the Fox River Basin (less than 0.01–15.8 mg/L as N; Kreiling and others, 2019a) and Maumee River Basin (0.01–15.9 mg/L as N; Kreiling and others, 2024) compared to the Milwaukee River Basin (less than 0.01–5.6 mg/L as N; table 4), which likely led to lower DEN rates at hot spots in the Milwaukee River Basin. Denitrification rates were positively correlated with porewater-exchangeable NO3 (τ=0.43, p<0.0001). Of the 11 sites that had measurable DEN, 9 of them were the sites that also had measurable porewater NO3. The other two sites with measurable DEN were the only sites with stream water NO3 above 1.5 mg/L as N (Fox River at Waukesha, site 24: 5.6 mg/L as N; and Pebble Creek near Waukesha, site 25: 2.0 mg/L as N). The median stream water NO3 concentration was 0.40 mg/L as N (table 4), which is high compared to the median concentration of 0.17 mg/L as N that was measured in other urban streams across North America (Mulholland and others, 2008). As stream water NO3 concentrations were theoretically high enough at half of the sites to not limit denitrification (approximately 0.4 mg/L as N; Inwood and others, 2005), DEN at these sites likely was limited by some other factor like C. Also, the stream water NO3 may have been unable to diffuse into the sediment during the sample incubation. Additionally, oxygen, which blocks the anerobic process of denitrification (Seitzinger and others, 2006; Böhlke and others, 2009), may have still been present in the sediment even though we evacuated the sample jars before analysis. Denitrification enzyme activity was measurable at all the sites (fig. 8). Denitrification enzyme activity is the potential denitrification rate where NO3 and C are provided to the denitrifying bacteria at concentrations that will not limit the rate. Rates were much greater than rates of DEN (DEA range 2.89–46.64 [μg N/cm2]/hr), indicating that C, NO3, or a combination of both nutrients was limiting denitrification at all sites. The DEA hot spot locations had rates greater than 25.0 (μg N/cm2)/hr. The median DEA of 16.78 (μg N/cm2)/hr was greater than the median DEA observed in other Great Lakes Basins, particularly the Fox River Basin

88°24’

87°48’ 32

EXPLANATION

43°12’

Milwaukee River

Milwaukee Metropolitan Sewerage District planning area Watershed boundary Nitrification rate—In micrograms of nitrogen per square centimeter per hour, with site identifier (refer to table 1 for U.S. Geological Survey streamgage information) 0.0 to 0.5 0.5 to 1.0 1.0 to 2.0 2.0 to 4.2

Menomonee River

Lake Michigan Direct

5 7

8 12 10 9

31 17

Rock River

Oak Creek Lake Michigan Direct

0 0

3 3

6 MILES 6 KILOMETERS

Figure 6. Nitrification rate at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022. Data from Kreiling and others (2025).

Nitrification and Denitrification Hot Spots 15

22 23

LAKE MICHIGAN

18 19 Kinnickinnic River

Fox River 25

29 30

16 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022 B ρ=−0.44 p=0.0107

Nitrification rate, in micrograms of nitrogen per square centimeter per hour

0 0

0.2

0.4

0.6

0.8

ρ=0.41 p=0.0191

1.0

Urban area in watershed, in percent

0.2

0.3

0.4

0.5

0.6

0.25

ρ=−0.43 p=0.0146

Phosphorus saturation ratio

0.1

Agricultural area in watershed, in percent

0.20 0.15 0.10 0.05 0

ρ=0.48 p=0.0058

0.20 0.15 0.10 0.05 0

0.2

0.4

0.6

0.8

1.0

Urban area in watershed, in percent

0.1

0.2

0.3

0.4

0.5

0.6

Agricultural area in watershed, in percent

Figure 7. Plots of relation of land cover in the basin with sediment nutrient dynamics in samples collected in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022. A, Urban area versus nitrification rate. B, Agricultural area versus nitrification rate. C, Urban area versus phosphorus saturation ratio. D, Agricultural area versus phosphorus saturation ratio. Land use area from Dewitz and U.S. Geological Survey (2021); sediment nutrient dynamics from Kreiling and others (2025). [ρ, Spearman rank order correlation; p, probability value] Table 4. Statistical summaries for water quality samples collected from streams in and near the Milwaukee Metropolitan Sewerage District planning area of Wisconsin, 2022. Data summarized from Kreiling and others (2025). [μS/cm, microsiemen per centimeter; NTU, nephelometric turbidity unit; mg/L, milligram per liter; <, less than]

Property

Units

Median

Mean

Minimum

Maximum

922

896

457

1,612

Specific conductance

μS/cm

Turbidity

NTU

5.65

7.34

Total nitrogen

mg/L

1.06

Nitrate, as nitrogen

mg/L

0.40

Ammonium, as nitrogen

mg/L

Total phosphorus Soluble reactive phosphorus, as phosphorus

1.09

31.10

1.39

0.73

5.98

0.71

<0.01

5.58

0.058

0.083

0.023

0.389

mg/L

0.102

0.108

0.009

0.204

mg/L

0.043

0.420

<0.001

0.095

Nitrification and Denitrification Hot Spots 17 in northeastern Wisconsin (8.4 [μg N/cm2]/hr; Kreiling and others, 2019a) and the Maumee River Basin (9.96 [μg N/cm2]/ hr; Kreiling and others, 2024), indicating a high potential for denitrification in the Milwaukee metropolitan area streams if ample NO3 and C are available in the sediment for the denitrifying bacteria. The highest DEA in the study streams was measured at the Fox River at Waukesha site (site 24). Rates were high in Oak Creek (site 20), Cedar Creek (site 32), Pebble Creek (site 25), and some of the estuary sites (sites 30 and 31; fig. 8). The rehabilitated Underwood Creek (USGS 04087088–Reach B, site 11) and Lincoln Creek (site 2) sites also had relatively high DEA. The lowest DEA rates were observed at the Mukwonago River (site 26), Menomonee River at Menomonee Falls (site 5), Menomonee River at North Ave. (site 8), and other sites in the Menomonee River subbasin (fig. 8). Just like the nitrification rates, DEA was positively correlated with sediment total N (ρ=0.71, p<0.0001), KCl-exchangeable NH4 (ρ=0.75, p<0.0001), and total organic C concentrations (ρ=0.68, p<0.0001) and negatively related to particle size (fig. 5E). In urban streams, denitrification can

be limited by C (Waters and others, 2014) and N (Inwood and others, 2005). By removing the N and C limitation in the DEA assay, we observed much higher DEA compared to DEN, which was not amended with any nutrients. In addition, DEA was highly correlated with nitrification (ρ=0.74, p<0.0001), indicating that coupled nitrification-denitrification was likely occurring (Seitzinger and others, 2006). The acetylene block method used to measure DEN inhibits nitrification (Seitzinger and others, 1993), which can underestimate the actual rate of denitrification occurring at a site. The high rates of DEA observed at the site indicate that much of the NO3 used for denitrification likely is supplied from nitrification (Seitzinger and others, 2006). Nitrification is an aerobic process, whereas denitrification is an anaerobic process. Typically, the aerobic layer in stream sediment is only millimeters to a few centimeters thick; thus, denitrification likely only occurs at the interface of the oxic/anoxic zone where ample oxygen is present for nitrification to occur which supplies NO3 for denitrification (Seitzinger and others, 2006).

87°48’ 32

EXPLANATION

43°12’

Milwaukee River

Milwaukee Metropolitan Sewerage District planning area Watershed boundary Denitrification enzyme activity—In micrograms of nitrogen per square centimeter per hour, with site identifier. (refer to table 1 for U.S. Geological Survey streamgage information) 0.0 to 10.0 10.0 to 20.0 20.0 to 25.0 25.0 to 46.7

Menomonee River

Lake Michigan Direct

5 7

8 10 9

12 14

Fox River 25

29 30

LAKE MICHIGAN

28 31 17

18 19 Kinnickinnic River

24 21

Rock River

27 22

Oak Creek Lake Michigan Direct

0 0

3 3

6 MILES 6 KILOMETERS

Figure 8. Denitrification enzyme activity at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022. Data from Kreiling and others (2025).

18 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022

88°24’

Phosphorus Retention Potential in Streambed Sediment 19

Phosphorus Retention Potential in Streambed Sediment The capacity of sediment to be a source or sink for P was measured with the EPC0, which is the concentration of dissolved P in the water column where there is no net uptake or release of P from the sediment (Froelich, 1988; Simpson and others, 2021). A lower EPC0 indicates that the sediment has a higher likelihood of retaining additional P (Froelich, 1988). The median EPC0 concentration of the sediment was 0.019 mg/L as P (range of 0.001–0.250 mg/L as P), which is lower than the median EPC0 concentration of 0.023 mg/L as P measured in the Fox River Basin in northeastern Wisconsin (Kreiling and others, 2019b) and the median EPC0 concentration of 0.052 mg/L as P measured in the Maumee River Basin (Kreiling and others, 2023); thus, the sites in the Milwaukee metropolitan area have higher potential retention capacities than other Great Lakes tributaries which suffer from harmful algal blooms. Low EPC0 was observed at the Oak Creek (site 20), Lincoln Creek (site 2), both Root River (sites 21 and 22), Jewel Creek (site 27), and Underwood Creek (site 10) sites (fig. 9). The highest EPC0 was observed at the Menomonee River at Menomonee Falls site (site 5) and the next two highest EPC0 were in the two concrete-lined stream sites in Honey Creek (site 13) and the Kinnickinnic River at South 11th Street (site 17). The estuary sites had intermediate EPC0 (range of 0.008–0.029 mg/L as P) compared to the stream sites. The EPC0 was positively related to the median particle size (fig. 5D), meaning coarse sediments are generally less likely to retain additional P. The EPC0 was negatively related to MgCl2-exchangeable SRP (ρ=–0.42, p=0.015), sediment total P (ρ=–0.60, p=0.0003), total organic C concentrations (ρ=–0.60, p=0.0003), and Al concentrations (τ=–0.42, p=0.0003). Sediment physicochemical characteristics were the main drivers of EPC0 in other Great Lakes Basins (Kreiling and others, 2019b; Kreiling and others, 2023), with EPC0 increasing with increasing particle size (Kreiling and others, 2021). Most of the sites had a phosphate exchange potential less than 0, indicating that they were acting as potential P sinks when sampled (fig. 10). The median SRP concentration was 0.043 mg/L as P (table 4) and much greater than the median EPC0, resulting in the potential binding of the dissolved P to the sediment at several sites (Simpson and others, 2021). Sites that were potential P sinks include both Root River (sites 21 and 22), Cedar Creek (site 32), Oak Creek (site 20), and all the estuary sites except the Kinnickinnic River at South 1st Street site (site 31), which was at P equilibrium with the water column (fig. 10). Two of the rehabilitated sites, Lincoln Creek (site 2) and Underwood Creek (site 11), were potential P sinks, whereas only one of the rehabilitated sites, Kinnickinnic River at 6th Street (site 18), was a potential P source (fig. 10). All the sites in the upper Mississippi River Basin except the Jewel Creek site (site 27) were potential P

sources. These upper Mississippi River sites had relatively low SRP concentrations (<0.02 mg/L as P) which resulted in potential P release from the sediment. The SRP concentrations could have been low because of increased biological P uptake in the stream during summer low flow conditions (Reddy and others, 1999). The PEP was positively correlated with particle size (fig. 5F) and negatively correlated with Fe (ρ=−0.73, p<0.0001), Al (τ=−0.35, p=0.0020), sediment total P (ρ=−0.53, p=0.0016), and total organic C concentrations (ρ=−0.48, p=0.0058). Fine sediment has a greater specific surface area for P sorption (McDowell and others, 2002; Withers and Jarvie, 2008) and could contain numerous Al and Fe binding sites for P (House and others, 1998; Evans and others, 2004). Additionally, organic matter has metal oxyhydroxides that bind P (Evans and others, 2004); thus, P sinks were in areas that contained fine sediment and higher concentrations of organic C. In other urban streams, the sediment also can be a P sink in areas downstream from wastewater treatment plants because of extremely high SRP concentrations discharged from the plants (Jarvie and others, 2005). Milwaukee Metropolitan Sewerage District’s wastewater treatment plants discharge directly into Lake Michigan and likely do not affect the SRP concentrations in the Milwaukee metropolitan area streams but could be affecting SRP concentrations in the estuary. Five of the stream sites were saturated with P based on P saturation ratios above 0.15 (fig. 11). These sites were in Pebble Creek (site 25), Cedar Creek (site 32), Milwaukee River at the mouth (site 28), Mukwonago River (site 26), and Willow Creek (site 4). All these sites except the Milwaukee River at the mouth (site 28) are in areas with more agricultural land cover (fig. 2). Also, only one (Mukwonago River [site 26]) of the five sites had a relatively high EPC0 value, whereas the other four sites had EPC0 values close to the median EPC0 for all the sites. Ten sites had PSRs that ranged between 0.1 and 0.15, which indicates that the site is becoming close to being saturated with P. Several of these sites were in the upstream parts of the Milwaukee and Menomonee River subbasins (fig. 11) where there is a higher percentage of agricultural land (fig. 2). In general, PSR decreased with increasing urban cover (fig. 7C) and increased with increasing agricultural land cover (fig. 7D). Across the United States, agricultural land use is strongly related to total P concentrations in stream water (Sabo and others, 2023), and exposure to continuously high P concentrations can eventually overwhelm the P buffering capacity of the streambed sediment (Simpson and others, 2021). Increasing agricultural land cover directly increased the PSR of the sediment in causal models developed for the Fox River Basin in northeastern Wisconsin (Kreiling and others, 2020) and the Maumee River Basin (Kreiling and others, 2023), and PSR values increased as agricultural land cover increased in other basins across the midcontinental United States (Haggard and others, 2007; Trentman and others, 2021). Unlike the other sediment nutrient dynamics, PSR was not strongly related to particle

87°48’ 32

EXPLANATION

43°12’

Milwaukee River

Milwaukee Metropolitan Sewerage District planning area Watershed boundary Equilibrium phosphorus concentration— In milligrams of phosphorus per iliter, with site identifier (refer to table 1 for U.S. Geological Survey streamgage information) 0.00 to 0.01 0.01 to 0.02 0.02 to 0.10 0.10 to 0.25

Menomonee River

Lake Michigan Direct

5 7

2 8 12 10 9

29 16

LAKE MICHIGAN

28 31

Fox River 25

18 19 Kinnickinnic River

24 21

Rock River

22 23

Oak Creek Lake Michigan Direct

0 0

3 3

6 MILES 6 KILOMETERS

Figure 9. Equilibrium phosphorus concentration at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022. Data from Kreiling and others, 2025.

20 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022

88°24’

87°48’ 32

EXPLANATION

Milwaukee River

Milwaukee Metropolitan Sewerage District planning area

43°12’

Watershed boundary Phosphate exchange potential—With site identifier (refer to table 1 for U.S. Geological Survey streamgage information) Sink −1.5 to −0.5 −0.5 to −0.1 Equilibrium −0.1 to 0.1 Source 0.1 to 0.5 0.5 to 2.5

Menomonee River

Lake Michigan Direct

5 7

2 8 12 10 9

29 30

LAKE MICHIGAN

28 31

Fox River

Rock River

27 22

Oak Creek Lake Michigan Direct

0 0

3 3

6 MILES 6 KILOMETERS

Figure 10. Phosphate exchange potential at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022. Data from Kreiling and others (2025).

Phosphorus Retention Potential in Streambed Sediment 21

18 19 Kinnickinnic River

22 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022 size (ρ=−0.03, p=0.8624), sediment total P concentration (ρ=0.15, p=0.4186), or sediment total organic C concentration (ρ=0.25, p=0.1708); thus, the degree of P saturation in the sediment was likely driven by the level of historical and existing exposure to P loading and not by sediment physical and chemical properties. Sediment phosphorus retention potential was measured with three different indices: EPC0, PEP, and PSR, which can sometimes provide what appears to be contradictory results. The EPC0 and PEP are strongly related, as EPC0 is used to calculate PEP. In the Milwaukee metropolitan area streams, PSR was weakly correlated to EPC0 (ρ=0.34, p=0.055). Yet, some of the sites that appeared to be saturated with P were potential P sinks based on the PEP measured at the site. The Willow Creek (site 4), Milwaukee River at the mouth (site 28), and Cedar Creek (site 32) sites had a high PSR (fig. 11) but a negative PEP (fig. 10). The SRP concentrations were relatively high and the particle size at these sites was small, resulting

in the capacity of the sediment to bind additional P. An assessment of short- and long-term P buffering capacity in the subbasins of the Saint Lawrence River Basin determined that as agricultural land cover increased, the short-term (annual) P buffering capacity of subbasins also increased likely because of the input of fine sediment and P to the subbasin (Kusmer and others, 2019); however, as streambed sediment in a basin is exposed to more P loading, the P buffering capacity of the sediment can decrease and the flux of bioavailable P to downstream waterbodies can increase (Simpson and others, 2021). Additionally, PSR is based on the ratio of Mehlich-3 P to Al and Fe in the sediment (Mehlich, 1984), which does not account for the potential binding of P to Ca in more alkaline soils (Kleinman, 2017); thus, the sediment at some these sites could have additional P binding sites that were not identified in the PSR index.

88°24’

87°48’ 32

EXPLANATION

Watershed boundary Phosphorus saturation ratio—With site identifier (refer to table 1 for U.S. Geological Survey streamgage information) 0.00 to 0.05 43°12’

Milwaukee River

Milwaukee Metropolitan Sewerage District planning area

Menomonee River

Lake Michigan Direct

0.05 to 0.10 0.10 to 0.15 (near phosphorus saturation) 0.15 to 0.26 (saturated with phosphorus)

5 7

8 12 10 9

29 30

LAKE MICHIGAN

31 17

Fox River

Rock River

22 23

Oak Creek Lake Michigan Direct

0 0

3 3

6 MILES 6 KILOMETERS

Figure 11. Phosphorus saturation ratio at each of the 32 sites sampled in and near the Milwaukee Metropolitan Sewerage District planning area in Wisconsin in summer 2022. Data from Kreiling and others (2025).

Phosphorus Retention Potential in Streambed Sediment 23

18 19 Kinnickinnic River

24 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022

Sediment Nutrient Dynamics at Rehabilitated Stream Sites Four of the stream sites were in rehabilitated stream reaches that have been restored at different times. Stream restoration was completed in Lincoln Creek (site 2) in 2003, in the Kinnickinnic River at 6th Street (site 18) in 2012, in Underwood Creek (USGS 04087088–Reach B, site 11) in 2012, and in Underwood Creek (USGS 04087088–Reach A, site 10) in 2018. Particle size, which was one of the main drivers of N removal rates and P retention capacity, varied across the restoration sites. Lincoln Creek (site 2) had very fine sediment, which resulted in low EPC0 (fig. 9) and DEA rates above the median for the study (fig. 8). Underwood Creek (USGS 04087088–Reach B, site 11) had a sandy substrate and was the restored site with the best sediment nutrient dynamics to improve water quality based on having relatively low bioavailable nutrient concentrations, high rates of nitrification and denitrification, a low equilibrium P concentration, and a low P saturation ratio (table 1.1). Nitrification (fig. 6) and DEA rates were relatively high, the site (site 11) was a potential P sink (fig. 10), and the sediment was not saturated with P (fig. 11). The Kinnickinnic River at 6th Street (site 18) and Underwood Creek (USGS 04087088– Reach A, site 10) sites had very low bioavailable nutrients (figs. 3 and 4). Yet, EPC0 and PSR were low in Underwood Creek (USGS 04087088–Reach A, site 10), but relatively high at the Kinnickinnic River site (site 18), which could reflect the recent restoration work completed in 2018 at the Underwood Creek site (USGS 04087088–Reach A, site 10). Additionally, rip rap, which is used for bank stabilization, was used in the restored sections of Underwood Creek (USGS 04087088– Reach A, site 10) and Lincoln Creek (site 2). By preventing erosion, bank stabilization can also reduce P loads in the streams (Lammers and Bledsoe, 2017). Even in rehabilitated stream reaches where measured DEA was relatively high, substantial N removal could not occur if other conditions for denitrification are not met. Other studies that have measured N removal in restored urban stream reaches have determined that one of the main factors affecting N removal rates was hydraulic retention time (Kaushal and others, 2008; Filoso and Palmer, 2011). Increased hydraulic retention time allowed for more in-channel processing of nutrients (Filoso and Palmer, 2011); moreover, restored streams that had a strong hydraulic connection to the riparian area had higher rates of N removal through infiltration of groundwater and stream water into the floodplains soils (Kaushal and others, 2008). Increased connection to the riparian area also promoted sediment and particulate nutrient deposition, reducing transport downstream (McMillan and Noe, 2017). Both Underwood Creek restoration sites (sites 10 and 11) and the Kinnickinnic River site (site 18) are downstream from concrete-lined stream reaches, which can decrease hydraulic retention time in the restored reaches. Floodplain connectivity was restored in the Underwood Creek

site (USGS 04087088–Reach B, site 11) to allow for the floodplain to get inundated more frequently (Bell and others, 2021), which could be the reason that the site had the highest potential to improve water quality of the four restored reaches.

Summary Several of the streams in the Milwaukee metropolitan area in Wisconsin are impaired because of high concentrations of suspended solids and total phosphorus (P). To improve conditions in these streams, total maximum daily loads have been developed and sections of the streams have been restored. The U.S. Geological Survey and Milwaukee Metropolitan Sewerage District have an ongoing partnership to monitor stream water quality and assess the effects of stream restoration on habitat and water quality. Sediment nutrient dynamics can affect water quality by improving or further impairing conditions; thus, streambed sediment was collected at 32 sites in the Milwaukee metropolitan area in summer 2022 to assess the sediment nutrient dynamics in these streams. The objectives were to determine indicators of sediment nutrient availability, identify hot spots of nitrogen (N) removal, identify locations of P storage and potential P release, and provide an assessment of the sediment nutrient dynamics at each site. The strongest indicator of sediment nutrient availability was the presence of fine sediment. Concentrations of both bioavailable N and P increased as particle size decreased. Several of the sites with finer particles were in downstream parts of the study area, especially in the Milwaukee Estuary sites. Sites that contained a higher portion of fine sediment also had more organic material, which could have supplied the bioavailable nutrients through decomposition. Several of the sites that had more fine sediment with high concentrations of bioavailable N also were hot spots of nitrification and denitrification enzyme activity. In these locations, the fine sediment was supplying ample N and carbon for microbial activity. Potential denitrification rates were low at most sites, however, indicating that denitrification potential was limited by some other factor, potentially the inability for nitrate to diffuse into the sediment or the presence of oxygen. As the method used to measure potential denitrification rates inhibits nitrification, much of the denitrification activity likely is fueled by coupled nitrification-denitrification. This was further evidenced by the high correlation of denitrification enzyme activity with nitrification and bioavailable ammonium, which is the main N source for nitrification. In addition to the stream water nitrate that is denitrified, ammonium from the sediment and stream water is first nitrified to nitrate and then denitrified; thus, coupled nitrification-denitrification increases the total amount of N removed. Sites with fine sediment also retained more P than sites that had coarser substrates. Fine sediment provides many binding sites for P, and can be a long-term sink of P. Yet,

References Cited 25 Arango, C.P., and Tank, J.L., 2008, Land use influences the spatiotemporal controls on nitrification and denitrification in headwater streams: Journal of the North American Benthological Society, v. 27, no. 1, p. 90–107. [Also available at https://doi.org/10.1899/07-024.1.]

through time, the binding sites can become saturated and the potential for the P to be released back into the stream water increases. Only 5 of the 32 sampled sites had phosphorous saturation ratio values that indicated that the sediment was saturated, but 10 sites were in the phosphorous saturation ratio range where saturation is a potential concern. Sites that contained more agricultural land in their drainage areas were at higher risk of having sediment that was saturated or near-saturation. Typically, P concentrations are higher in agricultural streams, which can eventually overwhelm the P buffering capacity of the sediment as all the P-binding sites become filled. Additionally, whereas the anoxic state that is created by organic matter decomposition and nitrification is conducive for N removal via denitrification, it can also accelerate P release from the sediment presenting a trade-off between site conditions that are optimal for N removal but simultaneously promote P release. Because sediment nutrient dynamics can affect water quality, measuring sediment nutrient concentrations and nutrient cycling rates, especially in stream reaches that are being or have been restored, provides valuable information. Results from this study indicate that stream rehabilitation projects that promote in-channel sediment deposition and accumulation of organic matter can increase N removal and instream P retention. Although not assessed in this study, water quality could be further improved by increasing the hydraulic connectivity to the riparian zone in these restored reaches.

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Acknowledgments

Blount, J.D., Lenoch, L.E.K., and Fitzpatrick, F.A., 2022, Stream corridor and upland sources of fluvial sediment and phosphorus from a mixed urban-agricultural tributary to the Great Lakes: Journal of Great Lakes Research, v. 48, no. 6, p. 1536–1549. [Also available at https://doi.org/10.1016/ j.jglr.2022.08.024.]

We thank Sean Bailey, Brad Morris, Lauren Brochtrup, John Manier, Derek Craig, Shirley Yuan, Vanessa Czeszynski, Sam Baumgartner, and Hayes Pribus from the U.S. Geological Survey Upper Midwest Environmental Sciences Center who helped do sediment assays and analyzed water quality samples. We thank Justin Peschman and James Romano from the U.S. Geological Survey Upper Midwest Water Science Center who collected the sediment and water samples. Anna Baker and James Larson provided reviews that improved the report.

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Tschikof, M., Gericke, A., Venohr, M., Weigelhofer, G., Bondar-Kunze, E., Kaden, U.S., and Hein, T., 2022, The potential of large floodplains to remove nitrate in river basins—The Danube case: Science of the Total Environment, v. 843, article 156879, 11 p. [Also available at https://doi.org/10.1016/j.scitotenv.2022.156879.]

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30 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022

Appendix 1. Assessment of Sediment Nutrient Dynamics at Each Site Table 1.1 provides a rating of good, fair, or poor for each of the sediment nutrient dynamics at each site.

Appendix 1. Assessment of Sediment Nutrient Dynamics at Each Site 31 Table 1.1. Assessment at each site of the potential nitrogen removal and phosphorus storage capacity in the streambed sediment and the potential for release of streambed sediment bioavailable nutrients to stream water. The criteria for ranking of poor, fair, and good are listed in table 2. [Table is available for download as a comma separated values (csv) format file at https://doi.org/10.3133/sir20255012]

Site number (table 1)

Nitrogen Site name

Phosphorus

Bioavailable nitrogen

Nitrification

Denitrification

Bioavailable phosphorus

Equilibrium phosphorus concentration

Phosphate exchange potential

Phosphorus saturation ratio

Milwaukee River near Cedarburg, Wisconsin

Fair2

Good1

Fair2

Good1

Fair2

Lincoln Creek at 47th Street at Milwaukee, Wisconsin

Fair2

Good1

Fair2

Good1

Fair2

Milwaukee River at Milwaukee, Wisconsin

Fair2

Good1

Poor3

Fair2

Good1

Fair2

Willow Creek at Maple Road near Germantown, Wisconsin

Poor3

Good1

Poor3

Good1

Poor3

Menomonee River at Menomonee Falls, Wisconsin

Good1

Poor3

Fair2

Poor3

Fair2

Little Menomonee River near Freistadt, Wisconsin

Good1

Fair2

Good1

Fair2

Little Menomonee River at Milwaukee, Wisconsin

Poor3

Good1

Poor3

Good1

Fair2

Menomonee River at North Avenue at Wauwatosa, Wisconsin

Good1

Fair2

Good1

Fair2

Good1

Underwood Creek at Wall Street at Elm Grove, Wisconsin

Good1

Poor3

Good1

Fair2

Poor3

Good1

Underwood Creek at Wauwatosa, Wisconsin

Good1

Poor3

Fair2

Good1

Fair2

Good1

32 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022 Table 1.1. Assessment at each site of the potential nitrogen removal and phosphorus storage capacity in the streambed sediment and the potential for release of streambed sediment bioavailable nutrients to stream water. The criteria for ranking of poor, fair, and good are listed in table 2.—Continued [Table is available for download as a comma separated values (csv) format file at https://doi.org/10.3133/sir20255012]

Site number (table 1)

Nitrogen Site name

Phosphorus

Bioavailable nitrogen

Nitrification

Denitrification

Bioavailable phosphorus

Equilibrium phosphorus concentration

Phosphate exchange potential

Phosphorus saturation ratio

Underwood Creek at Wauwatosa, Wisconsin

Good1

Fair2

Good1

Menomonee River at Hoyt Park at Wauwatosa, Wisconsin

Good1

Fair2

Poor3

Fair2

Honey Creek near Portland Avenue at Wauwatosa, Wisconsin

Good1

Poor3

Good1

Poor3

Fair2

Honey Creek at Wauwatosa, Wisconsin

Good1

Poor3

Fair2

Good1

Fair2

Poor3

Good1

Honey Creek at Wauwatosa, Wisconsin

Good1

Poor3

Fair2

Good1

Fair2

Poor3

Good1

Menomonee River at Wauwatosa, Wisconsin

Good1

Fair2

Good1

Fair2

Good1

Kinnickinnic River at South 11th Street at Milwaukee, Wisconsin

Good1

Poor3

Fair2

Poor3

Good1

Kinnickinnic River at 6th Street at Milwaukee, Wisconsin

Good1

Fair2

Poor3

Fair2

Kinnickinnic River at 6th Street at Milwaukee, Wisconsin

Poor3

Fair2

Good1

Poor3

Good1

Oak Creek at South Milwaukee, Wisconsin

Poor3

Good1

Fair2

Good1

Appendix 1. Assessment of Sediment Nutrient Dynamics at Each Site 33 Table 1.1. Assessment at each site of the potential nitrogen removal and phosphorus storage capacity in the streambed sediment and the potential for release of streambed sediment bioavailable nutrients to stream water. The criteria for ranking of poor, fair, and good are listed in table 2.—Continued [Table is available for download as a comma separated values (csv) format file at https://doi.org/10.3133/sir20255012]

Site number (table 1)

Nitrogen Site name

Bioavailable nitrogen

Phosphorus

Nitrification

Denitrification

Bioavailable phosphorus

Equilibrium phosphorus concentration

Phosphate exchange potential

Phosphorus saturation ratio

Poor3 Root River at Grange Avenue at Greenfield, Wisconsin

Good1

Fair2

Good1

Root River near Franklin, Wisconsin

Fair2

Good1

Fair2

Good1

Scuppernong River near Palmyra, Wisconsin

Fair2

Good1

Fair2

Good1

Poor3

Good1

Fox River at Fox River Parkway at Waukesha, Wisconsin

Poor3

Good1

Poor3

Fair2

Poor3

Fair2

Pebble Creek at mouth near Waukesha, Wisconsin

Poor3

Good1

Poor3

Good1

Poor3

Mukwonago River at Mukwonago, Wisconsin

Good1

Poor3

Fair2

Poor3

Jewel Creek at Muskego, Wisconsin

Poor3

Good1

Poor3

Good1

Fair2

Good1

Milwaukee River at mouth at Milwaukee, Wisconsin

Poor3

Good1

Poor3

Fair2

Good1

Poor3

Milwaukee River downstream East Cherry Street at Milwaukee, Wisconsin

Fair2

Good1

Menomonee River at 16th Street at Milwaukee, Wisconsin

Poor3

Good1

Poor3

Good1

Kinnickinnic River at South 1st Street at Milwaukee, Wisconsin

Poor3

Good1

Poor3

Good1

Fair2

Good1

34 Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022 Table 1.1. Assessment at each site of the potential nitrogen removal and phosphorus storage capacity in the streambed sediment and the potential for release of streambed sediment bioavailable nutrients to stream water. The criteria for ranking of poor, fair, and good are listed in table 2.—Continued [Table is available for download as a comma separated values (csv) format file at https://doi.org/10.3133/sir20255012]

Site number (table 1) 32

Nitrogen Site name

Cedar Creek near Cedarburg, Wisconsin

Phosphorus

Bioavailable nitrogen

Nitrification

Denitrification

Bioavailable phosphorus

Equilibrium phosphorus concentration

Poor3

Good1

Poor3

Good1

1Good for nitrogen removal, phosphorus storage, and low concentration of bioavailable nutrients. 2Fair for nitrogen removal, phosphorus storage, and intermediate concentration of bioavailable nutrients. 3Poor for nitrogen removal, phosphorus storage, and high concentration of bioavailable nutrients.

Phosphate exchange potential

Phosphorus saturation ratio

Good1

Poor3

For more information about this publication, contact: Director, USGS Upper Midwest Environmental Sciences Center 2630 Fanta Reed Road La Crosse, Wisconsin 54603 For additional information, visit: https://www.usgs.gov/centers/umesc Publishing support provided by the Rolla and Reston Publishing Service Centers

Kreiling and others—Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022—SIR 2025–5012

ISSN 2328-0328 (online) https://doi.org/10.3133/sir20255012

Sediment Nutrient Dynamics in Selected Milwaukee Metropolitan Area Streams, Wisconsin, 2022

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