Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram,...

15
Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley, Andy Vermilyea

Transcript of Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram,...

Page 1: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin

Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley, Andy Vermilyea

Page 2: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Research Questions

How do nutrient concentrations in streams differ among land use types over time?

How does nutrient loading during storms differ among land use types?

Page 3: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Strategy and Site Selection

• Deploy identical in situ sensor suites in streams in Rhode Island, Delaware, and Vermont

Page 4: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Wade BrookForested

Potash BrookSuburban

Hungerford BrookAgricultural

Land Cover for 3 VT Endmembers

Page 5: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Sensor Selections• YSI EXO2

– Conductivity– Dissolved Oxygen– pH– Turbidity– Fluorescent Dissolved Organic Matter(fDOM)– BGA/Chlorophyll

• s::can Spectrolyser– Nitrate-N– Dissolved Organic Carbon– Total Organic Carbon– Turbidity– Full UV/Visible ‘Fingerprint’ scan

• Both sensors: 15 minute resolution

Page 6: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Field Installations - Suburban

Solar panel

Datalogger

Battery Box

s::can sensor

EXO2 sensor

Page 7: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Discharge Data Rating curves were developed for the forested

and suburban site USGS data were used for the agricultural and

mixed sites

Page 8: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Forested Site Rating Curve

Page 9: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Variability in Nitrate Across Sites

Page 10: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Relationship of Storm Discharge to Nutrient Export

How much of a certain nutrient enters the stream (and exported downstream) during a storm?

How is storm export different among land use types for a storm of the same size? How does this vary across storms and seasons?

Must normalize discharge and concentration data by including area in calculation

Page 11: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Nitrate Export During Storms

Page 12: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Y = 0.03x+0.10, R2=0.42

Y = 2.53x-0.55, R2=0.92

Y = 0.82x+0.13, R2=0.95

Page 13: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Questions?

Page 14: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Sensor QA/QC – Nitrate

Page 15: Nutrient Dynamics in Streams of Four Land Use Types in the Lake Champlain Basin Allison Jerram, Andrew Schroth, Breck Bowden, Matthew Vaughan, Jamie Shanley,

Sensor QA/QC – DOC

0.0 2.0 4.0 6.0 8.0 10.0 12.0 14.0 16.0 18.00.0

5.0

10.0

15.0

20.0

25.0

f(x) = 0.974448866504488 x + 3.53259680582608R² = 0.941771456514281

f(x) = NaN x + NaNR² = 0 Wade Brook

Linear (Wade Brook)Hungerford BrookLinear (Hungerford Brook)

Shimadzu DOC concentration (mg L-1)

S-c

an D

OC

con

cen

trat

ion

(m

g L

-1)