Development of a Stream Restoration Practices Database...
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
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
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
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]