Development of a Stream Restoration Practices Database...

33
Development of a Stream Restoration Practices Database: Initial Progress Brian Bledsoe, PE, PhD Rod Lammers Jane Clary, CPESC Jonathan Jones, PE Marc Leisenring, PE Eric Strecker, PE Scott Struck, PhD Presented by Jane Clary and Rod Lammers

Transcript of Development of a Stream Restoration Practices Database...

Development of a Stream Restoration Practices Database:

Initial Progress

Brian Bledsoe, PE, PhDRod Lammers

Jane Clary, CPESCJonathan Jones, PE

Marc Leisenring, PEEric Strecker, PE

Scott Struck, PhD

Presented by Jane Clary and Rod Lammers

Outline• Motivation• Literature review of stream restoration as a

nutrient management strategy• Pollutants of interest• Practices considered

• Database structure and results• Case studies• Conclusions

Motivation Lit Review Database Intro Case Studies Conclusions

NASA

Sediment and nutrient pollution

Motivation Lit Review Database Intro Case Studies Conclusions

Stream restoration

Wohl et al. (2015)

Before After

Motivation Lit Review Database Intro Case Studies Conclusions

International BMP database

Clean Water Act GoalsFishable &

Swimmmable

Agricultural BMPs

Urban Stormwater BMPs (Source Controls, Structural, GI/LID)

Stream Restoration

Motivation Lit Review Database Intro Case Studies Conclusions

Sediment• Fine sediment of

most concern for water quality

• Sediment supply imbalances impact WQ and channel response

• Linked with nutrient issues

USGS

Motivation Lit Review Database Intro Case Studies Conclusions

Phosphorus• Stuck to soil particles• Floodplain deposition

potentially a long-term storage mechanism

• Bioavailability determines magnitude of WQ impacts

USGS Report 2014-1082

Motivation Lit Review Database Intro Case Studies Conclusions

Nitrogen• More often

dissolved• Denitrification is a

“permanent” removal mechanism

• Bioavailability also important

Queensland Dept. of Env. and Herit. Protection

Annamox DNRA

Motivation Lit Review Database Intro Case Studies Conclusions

Stream restoration strategies• Bed and bank stabilization

• Riparian buffers

• Floodplain reconnection

• In-stream enhancement

• Channel reconfiguration

• Watershed processes

prweb.com

Motivation Lit Review Database Intro Case Studies Conclusions

Bank and bed stabilization• Limit loading from a

potentially large sediment and nutrient source

• Quantifying benefits is complicated

Big Dry Creek, Westminster, CO

NRCS, Schumm et al. (1984)

Big Dry Creek, Westminster, CO

Motivation Lit Review Database Intro Case Studies Conclusions

Riparian buffers

T. Shultz; Department of NREM, Iowa St. Univ.

• High plot-scale removal but more uncertain in-stream benefits

Motivation Lit Review Database Intro Case Studies Conclusions

Floodplain reconnection

The Nature Conservancy

• Settling of sediment and attached phosphorus• Higher sediment removal than nutrients

Motivation Lit Review Database Intro Case Studies Conclusions

In-stream enhancement

wildfish.montana.edu

• Nutrient retention in backwater areas and hyporheic zone

• Enhance these natural removal areas

Hester and Gooseff (2010)

Motivation Lit Review Database Intro Case Studies Conclusions

Channel reconfiguration

Sage Magazine

• Benefits dependent on specific design

• Focus on functions restored

Motivation Lit Review Database Intro Case Studies Conclusions

Watershed processes• Unmitigated land use change can cause river

degradation• Address causes of impairment

Motivation Lit Review Database Intro Case Studies Conclusions

Database approach• Develop a relational database (multiple tables linked

together by common IDs)• Follow similar approach to Urban and Agricultural

BMP Databases (w/future analysis tools)• Simple data entry spreadsheets in Microsoft Excel• Data stored in Microsoft Access (publically

downloadable)• Data served www.bmpdatabase.org• Future analysis tools• Platform evolution (e.g., SQL)

Motivation Lit Review Database Intro Case Studies Conclusions

Database structure

Stream Restoration Database

Project/Study Information

Site/Watershed Characteristics

Stream Characteristics

Restoration Practice Design Characteristics Study Design/

Monitoring Methods

Data/Performance

Results

Cost Data

Motivation Lit Review Database Intro Case Studies Conclusions

Database structure

Study

Watershed

Stream

Design

Monitoring Setup Monitoring Events

Chemical Hydrologic Physical Biological

Cost Contacts

Motivation Lit Review Database Intro Case Studies Conclusions

Studies in the database24 studies

Motivation Lit Review Database Intro Case Studies Conclusions

Types of quantitative analysis• Compare summary statistics (e.g. mean, median,

standard deviation)• Graphical analysis (e.g. boxplots, quantile plots)• Hypothesis testing (e.g. Mann-Whitney rank-sum

test, Wilcoxon signed-rank test)

Motivation Lit Review Database Intro Case Studies Conclusions

Data difficulties• Lack of:

• Consistent metrics• Standardized monitoring designs• Event-scale data• Long-term data / sufficient sample size

• Uniqueness of individual restoration projects

Motivation Lit Review Database Intro Case Studies Conclusions

Summary Results: TSS

0102030405060708090

100

TSS

(mg/

L)

Study and Project Type

Mean TSS (mg/L) for Stream Restoration Practices

Control Treatment

Motivation Lit Review Database Intro Case Studies Conclusions

Summary Results: Total Phosphorus

0

50

100

150

200

250

300

350

Tota

l Pho

spho

rus (

ug/L

)

Study and Practice Description

Mean Total Phosphorus (ug/L) for Stream Restoration Practices

Control Treatment

Motivation Lit Review Database Intro Case Studies Conclusions

Summary Results: Nitrate

0.00.51.01.52.02.53.03.54.04.55.0

Nitr

ate

(mg/

L)

Stream Restoration Study/Practice

Mean Nitrate (mg/L) for Stream Restoration Practices

Control Treatment

Motivation Lit Review Database Intro Case Studies Conclusions

Summary Results: Load Example

2506

665

1958

100

27

78

1

10

100

1000

10000

Nitrogen, Total (lbs) Phosphorus, Total (lbs) TSS (tons)

Load

/yea

r

WCRC Stream Stabilization, AR: Total Annual Pollutant Loads (Study ID # 2016122)

Pre Post

Motivation Lit Review Database Intro Case Studies Conclusions

Case study: Cottonwood CreekCottonwood Creek, CO (Cherry Creek Basin Authority)

Before After

Motivation Lit Review Database Intro Case Studies Conclusions

Case study: Cottonwood CreekMann-Whitney test / Two-tailed Test for Differences between Pre-Restoration and Post-Restoration

Water Quality (following Phase 2)Analyte p-value (Two-tailed) Statistically Significant Difference?TP < 0.0001 YesTN < 0.0001 YesTSS 0.003 Yes

CT-1_pre CT-1_ph1 CT-1_ph20

100

200

300

400

500

600

TP (u

g/L)

Stream Restoration Phase

Box plots for Cottonwood TP (ug/L)

CT-1_pre CT-1_ph1 CT-1_ph21

10

100

1000

10000

TSS

(mg/

L)

Restoration Phase

Box plots (TSS (mg/L))Total Phosphorus TSS

TP (μ

g/L)

TSS

(mg/

L)

Restoration Phase Restoration PhasePre Phase 1 Phase 2 Pre Phase 1 Phase 2

Motivation Lit Review Database Intro Case Studies Conclusions

Case study: Big Dry Creek

Motivation Lit Review Database Intro Case Studies Conclusions

Case study: Big Dry Creek

Motivation Lit Review Database Intro Case Studies Conclusions

Case study: Big Dry Creek

Motivation Lit Review Database Intro Case Studies Conclusions

Case study: Big Dry Creek

Motivation Lit Review Database Intro Case Studies Conclusions

Sediment Phosphorus

Conclusions• Streams can be a source

or sink of sediment and nutrients

• Restoration can prevent loading and encourage retention

• More research needed to quantify benefits

• Next steps:• Add studies to database• Annual report of available

data

Motivation Lit Review Database Intro Case Studies Conclusions

B. Bledsoe

Questions?

Project ContactsWE&RF Program Director• Harry Zhang, P.E., Ph.D., [email protected]

Project Team Contacts Co-Principal Investigators:

• Brian Bledsoe, P.E., Ph.D., [email protected]• Jonathan Jones, P.E., [email protected]• Eric Strecker, P.E., [email protected]

Team Members:• Jane Clary, [email protected]• Rod Lammers, [email protected]• Marc Leisenring, P.E., [email protected]• Scott Struck, Ph.D., [email protected]

Jane Clary [email protected] Lammers [email protected]