Date post: | 15-Jan-2016 |
Category: |
Documents |
View: | 217 times |
Download: | 1 times |
Seasonal and successional trends in streamflow and N after forest removal
in small basins, eastern and northwestern US
Julia Jones, Oregon State UniversityDavid Post, CSIRO, Townsville, Australia
Kate Lajtha, Oregon State University
Questions1. What are streamflow responses to forest removal and
regrowth across a range of sites?
2. What might be the implications for N fluxes of streamflow-forest interactions?
3. What are the special opportunities in hydrologic research for ecosystem informatics?
What are the streamflow responses to forest removal and regrowth as a function of
Dry/wet summersSnowpack presence/typeForest type – deciduous broadleaf/evergreen coniferTime since most recent disturbance
Andrews WS1,2 2001
•Even with a treated/control pair, weak causal inferences•Instrumented locations of questionable generality•Out of date treatments•Prediction in ungaged basins
•Long records•Treated/control pairs•Complementary information on ecological processes•Can pose mechanistic hypotheses to be checked by process studies and modeling
Andrews WS9, 2001
Limitations and potentials for “black-box” watershed studies
Questions – causes and consequences
Causes:Vegetation physiology Physical vegetation-atmosphere interactions SnowpackDrainage
Consequences:Water availability for plantsBiogeochemistryStream ecology
Andrews WS 10, 1968
Time scales of interest to ecologists and hydrologists
DiurnalStormSeasonalSuccessionalClimate changeEvolutionary
Andrews WS 10, 1977
Instrumented sites (red dots) used in this study–
eastern and western forests
Deciduous/conifer
Seasonal/transient/no snowpack
Types of treatments:
IntentionalVegetation manipulationDrainage manipulation
InadvertentNatural disturbanceClimate changeEdge effects
Andrews WS 1, 1966
Analysis of streamflow change in treated/control comparisons
•Essence of analysis - look at change over time in ratio of treated/control flows
•Examine daily flows for 5-yr periods, before and after forest removal
•Consider both absolute and relative changes and their consequences
•Absolutely large changes•Absolutely small, relatively large changes at key periods
•Consider whole set of basin pairs as ~multifactorial experiment
Site Andrews Coweeta Hubbard Brook
Natural Severe wildfire, 1500s; some wildfire, mid-1800s
Severe windthrow during 1835 hurricane
Severe windthrow during 1938 hurricane
Human Grazing, burning on non-forest meadows at high elevations, ~1900
Cherokee spring/fall burning, to 1837; Cultivation, grazing, annual burning 1850- ~1900;
Complete logging, 1919;
Chestnut blight, 1930s-40s;
Extensive logging, 1890-1920;
Salvage after 1938 hurricane
Pre-treatment disturbance histories of sites - state of “control” basins
Basin sizes and disturbance histories
10
100
1000
0 20 40 60 80 100
basin area (ha)
time since most recent forest disturbance (years)
conifer, transient/no snow, treated(Andrews 10; Coyote 3; Caspar C, E)
conifer, seasonal snow, treated(Andrews 1, 6)
deciduous, no snow, treated (Coweeta 7, 13 ,36; Fernow 1, 7)
deciduous, seasonal snow, treated(Hubbard Brook 2, 4, 5)
conifer, transient/no snow, control(Andrews 9; Caspar I; Coyote 4)
conifer, seasonal snow, control(Andrews 2, 8)
deciduous, no snow, control(Coweeta 2, 14, 18, 34, 36)
deciduous, seasonal snow, control(Hubbard Brook 3)
1930 1945 1960 1975 1990 2005
conifer, 150-450 yrs (Andrews 1/2)
conifer, 150-450 yrs (Andrews 6/8)
conifer, 150-450 yrs (Andrews 10/2, 10/9)
conifer, 150 yrs (Coyote 3/4)
conifer, 90 yrs (Caspar C/I)
conifer, 90 yrs (Caspar E/I)
deciduous, 12 yrs (Coweeta 13/14, 13/18, 13/2)
deciduous, 36 yrs (Coweeta 37/36)
deciduous, 36 yrs (Coweeta 7/34, 13/2)
deciduous, 50 yrs (Fernow 1/4)
deciduous, 56 yrs (Fernow 7/4)
deciduous, 27 yrs (Hubbard Brook 2/3)
deciduous, 32 yrs (Hubbard Brook 4/3)
deciduous, 45 yrs (Hubbard Brook 2/3)
Lengths of record in experimental basin pairs
Vertical lines are 100% clearcut treatments; HBR 2/3 and Fernow 7/4 had herbicide
Climates of the sites - Hubbard Brook
0123456789
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
streamflow, 58-02, (mm)
-15
-10
-5
0
5
10
15
20
25
30
35
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
mintemp, 58-95 (C)maxtemp, 58-95 (C)
0
5
10
15
20
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
precip, 58-02 (mm)snow water equiv (cm)
Climates of Hubbard Brook vs. Andrews
0123456789
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
streamflow, 58-02, (mm)
-15
-10
-5
0
5
10
15
20
25
30
35
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
mintemp, 58-95 (C)maxtemp, 58-95 (C)
0
5
10
15
20
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
precip, 58-02 (mm)snow water equiv (cm)
0123456789
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
streamflow, 52-01, (mm)
-15
-10
-5
0
5
10
15
20
25
30
35
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
mintemp, 51-01 (C)maxtemp, 51-01 (C)
0
5
10
15
20
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
precip, 51-01 (mm)snow water equiv (cm)
0123456789
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
streamflow, 64-02 (mm)
-15
-10
-5
0
5
10
15
20
25
30
35
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
mintemp, 53-95 (C)maxtemp, 53-95 (C)
0
5
10
15
20
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
precip, 57-03 (mm)snow water equiv (cm)
0123456789
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
streamflow, 58-02, (mm)
-15
-10
-5
0
5
10
15
20
25
30
35
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
mintemp, 58-95 (C)maxtemp, 58-95 (C)
0
5
10
15
20
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
precip, 58-02 (mm)snow water equiv (cm)
Hubbard Brook vs. Coweeta
Effect of climate, forest type on streamflow by season - Relative changes - Hubbard Brook 2/3
-100
-50
0
50
100
150
200
250
300
350
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
herbicide (65-69)1-5 yrs after (70-74)29-34 yrs after (98-02)plus25minus25
warm, moistsnowmelt
Rel
aati
ve c
hang
e (%
) in
str
eam
flow
Relative changes - Hubbard Brook vs. Andrews
-100
-50
0
50
100
150
200
250
300
350
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
herbicide (65-69)1-5 yrs after (70-74)29-34 yrs after (98-02)plus25minus25
warm, moistsnowmelt
-100
-50
0
50
100
150
200
250
300
350
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
1-5 yrs after (75-79)6-10 yrs after (80-84)24-28 yrs after (98-02)plus25minus25
warm, moistsnowmelt
-100
-50
0
50
100
150
200
250
300
350
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
1-5 yrs after (84-88)6-10 yrs after (89-93)16-20 yrs after (98-02)plus25minus25
warm, moistsnowmelt
-100
-50
0
50
100
150
200
250
300
350
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
1-5 yrs after, 67-716 to 10 yrs after, 72-7631-35 yrs after, 97-02plus25minus25
warm, moistsnowmelt
-100
-50
0
50
100
150
200
250
300
350
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
1-5 yrs after (74-78)6-10 yrs after (79-83)25-29 yrs after (98-02)plus25minus25
warm, moistsnowmelt
-100
-50
0
50
100
150
200
250
300
350
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
1-5 yrs after (75-79)6-10 yrs after (80-84)24-28 yrs after (98-02)plus25minus25
warm, moistsnowmelt
Rel
aati
ve c
hang
e (%
) in
str
eam
flow
Effect of climate, forest type on streamflow by season - Absolute changes - Hubbard Brook 2/3
-2
0
2
4
6
8
10
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
herbicide (65-69)1-5 yrs after (70-74)29-34 yrs after (98-02)post stdevneg stdev
warm, moistsnowmelt
Abs
olut
e ch
ange
(m
m)
in s
trea
mfl
ow
Absolute changes - Hubbard Brook vs. Andrews
-2
0
2
4
6
8
10
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
herbicide (65-69)1-5 yrs after (70-74)29-34 yrs after (98-02)post stdevneg stdev
warm, moistsnowmelt
-2
0
2
4
6
8
10
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
1-5 yrs after (70-74)6-10 yrs after (75-79)29-33 yrs after (98-02)pos stdevneg stdev
warm, moistsnowmelt
-2
0
2
4
6
8
10
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
1-5 yrs after (84-88)6-10 yrs after (89-93)16-20 yrs after (98-02)pos stdevneg stdev
warm, moistsnowmelt
-2
0
2
4
6
8
10
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
1-5 yrs after, 67-716 to 10 yrs after, 72-7631-35 yrs after, 97-02pos stdevneg stdev
warm, moistsnowmelt
-2
0
2
4
6
8
10
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
1-5 yrs after (74-78)6-10 yrs after (79-83)25-29 yrs after (98-02)pos stdevneg stdev
warm, moistsnowmelt
-2
0
2
4
6
8
10
1-Oct
31-Oct
1-Dec
31-Dec
31-Jan
1-Mar
1-Apr
1-May
1-Jun
1-Jul
1-Aug
31-Aug
1-Oct
1-5 yrs after (75-79)6-10 yrs after (80-84)24-28 yrs after (98-02)pos stdevneg stdev
warm, moistsnowmelt
Abs
olut
e ch
ange
(m
m)
in s
trea
mfl
ow
Effect of time since forest removal, by season
-200
-100
0
100
200
300
400
500
600
700
800
1 2 3 4 5 6 7 8 9 10
conifer, seasonal snow
conifer, transient/no snow
deciduous, seasonal snow
deciduous, transient snow
-50
0
50
100
150
200
250
300
1 2 3 4 5 6 7 8 9 10
-20
0
20
40
60
80
100
1 2 3 4 5 6 7 8 9 10-100
-50
0
50
100
150
200
250
300
1 2 3 4 5 6 7 8 9 10
Delayed August deficits
Persistent spring surpluses and deficits
5-yr post-treatment periods; periods 4-5 are 15-25 years after forest removal
Delayed summer deficits
Abs
olut
e ch
ange
(m
m)
in s
trea
mfl
ow
Effect of time since pre-treatment forest disturbance
-200-150-100
-500
50100150200250300350400450500
10 100 10000
50100150200250300350400450500550600650700
10 100 1000
conifers, seasonal snow
conifers, transient.no snow
deciduous, seasonal snow
deciduous, transient/no snow
1 to 5 yrs after 15 to 25 yrs after
y = 138Ln(x) - 332r2 = 0.45
y = 142Ln(x) - 524r2 = 0.71
Abs
olut
e ch
ange
(m
m)
in a
nnua
l str
eam
flow
•“out of controls?” The treated/control relationship in paired-basin experiments, rather than a black and white one, can be viewed as a function of continuous – and continuously changing – differences between basins in vegetation structure, composition, and climate.
•Time scales, scaling: Paired-basin records provide the opportunity to quantify and compare streamflow responses at multiple temporal scales, including storm events, seasons, successional periods, and decadal climate change.
•Regionalization: Small paired-basin experiments permit comparison (prediction?) of streamflow responses across vegetation types and treatments, climates, and basin scales.
General lessons about paired-basin studies
Hydrologic interactions with basin-scale N fluxes
•Concentration vs. flux
•Nitrate vs. dissolved organic N
Mechanisms:•Biologically controlled (uptake, retention, immobilization) vs.•Physically controlled (fast/slow flowpaths, water table variations) or •Biophysical interactions – spatial patterns of labile forms, changing flowpaths
•Three kinds of patterns
0
1
2
3
4
5
6
7
8
9
1-Jan
31-Jan
2-Mar
1-Apr
2-May
1-Jun
2-Jul
1-Aug
1-Sep
1-Oct
1-Nov
1-Dec
1-Jan
0
1
2
3
4
5
6
7
8
9
1-Jan
31-Jan
2-Mar
1-Apr
2-May
1-Jun
2-Jul
1-Aug
1-Sep
1-Oct
1-Nov
1-Dec
1-Jan
Coweeta 18
Coweeta 36
Coweeta 18
Coweeta 36D
isch
arge
(m
m)
Month (Jan-Dec) Month (Jan-Dec)
5
0
mg/
L
5
0
mg/
L
Nit
rate
con
cent
rati
on (
Swan
k et
al.,
199
7)Coweeta: Very low nitrate concentration, peaks during
summer
Andrews: DON concentration peaks in fall, as hydrograph rises
00.010.020.030.040.050.060.07
JulAugSepOctNovDecJanFebMarAprMayJun
mg L-1
0510152025303540
cm
WS9
0
0.01
0.02
0.03
0.04
JulAugSepOctNovDecJanFebMarAprMayJun
mg L-1
-50510152025303540
cmDONStream discharge (cm)Precipitation (cm)Transpiration (cm)
WS2
0
0.01
0.02
0.03
0.04
JulAugSepOctNovDecJanFebMarAprMayJun
mg L-1
-50510152025303540
cm
WS8
Vanderbilt et al., 2002
DON precip discharge
0
10
20
30
40
50
60
70
80
90
100
Jan-64 Jan-65 Jan-66 Jan-67 Jan-68 Jan-69 Jan-70 Jan-71 Jan-72 Jan-73 Jan-74 Jan-75 Jan-76
Nitrate concentration (Likens, 1977)
Hubbard Brook: high N concentration, peaks during snowmelt
5
0
mg/
L
Discharge
Opportunities for eco-hydrology studies
•How does vegetation influence water fluxes to/from atmosphere?
•How does water use influence carbon, nitrogen fluxes?
Acknowledgements
•NSF Long-term studies
•NSF LTER grants to Andrews, Coweeta, Hubbard Brook
•USFS support of long-term monitoring at Andrews, Caspar Creek, Coweeta, Coyote Creek, Fernow, and Hubbard Brook Experimental Forests
•USFS support of Hydro DB•Data and expertise were provided by the following USDA Forest Service personnel: C. Creel, G. Downing, R. Fredriksen, D. Henshaw, A. Levno, G. Lienkaemper, J. Moreau, S. Remillard, (Andrews); J. Lewis (Caspar); N. Gardiner, W. Swank, L. Swift (Coweeta); M.B. Adams (Fernow); and J. Campbell, C. Cogbill, J. Hornbeck, W. Martin (Hubbard Brook). We would like to thank J.J. Major and F.J. Swanson for helpful discussions. J. Hornbeck, J. Lewis, J. McDonnell, L. Reid, W. Swank for reviews.