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Effects of high peaks vs high background ozone on wheat
Felicity Hayes, Stephanie Osborne, Katrina Sharps, Harry Harmens, Gina Mills
CAPER 4th-6th April 2016
Introduction
Comparing response to ozone supplied as peaks (local/regional pollution) and background (hemispheric pollution)
2 current varieties of wheat (breadmaking). Mulika (released 2011) and Skyfall (released 2014)
Methodology
Wheat seeds planted in loam-based compost mix, 25 litre containers Exposed to ozone in solardomes 15th May – 12th August 2015
Measurements made included: Harvest index Number of ears Grain number per ear and 1000 grain weight C and N content of grains and soil (in progress) ACi curves of flag leaves Chlorophyll content of flag leaves Asat of flag leaves Stomatal conductance
Drought experiment - Steph
High peaks vs high background treatments
O3 (24h mean) background peaks
Low 27.0 30.3
Medium 37.0 39.2
High 48.6 50.2
Very high 56.5 55.4
0
20
40
60
80
100
120
Friday Saturday Sunday Monday Tuesday Wednesday Thursday
Ozo
ne
, pp
b
0
20
40
60
80
100
120
Friday Saturday Sunday Monday Tuesday Wednesday Thursday
Ozo
ne
, pp
b
8 ozone treatments applied in matching pairs with “same” seasonal mean but applied as peaks or background
Season mean profiles
Results
Mulika
19th June 2015
Low peaks Very High peaks
A little senescence high in the canopy
A lot of senescence low in the canopy
Canopy height was the same
Results
Skyfall
19th June 2015
Low peaks Very High peaks
Some senescence high in the canopy
A lot of senescence low in the canopy
Canopy height was the same
0
10
20
30
40
50
60
70
80
15-Jun 25-Jun 05-Jul 15-Jul 25-Jul 04-Aug
Chlorophyll index Mulika
Background
Peaks
0
10
20
30
40
50
60
70
80
15-Jun 25-Jun 05-Jul 15-Jul 25-Jul 04-Aug
Chlorophyll index Skyfall
Background
Peaks
Accelerated senescence shown in chlorophyll index data
For Mulika the decline in chlorophyll content was similar in the high background and high peaks ozone treatments
For Skyfall the decline in chlorophyll content was faster with high peaks
anthesis anthesis
Accelerated senescence shown in canopy NDVI data
Continuously logging NDVI sensors detected small differences in canopy greenness
Differences are not as pronounced as single leaf chlorophyll measurements
Ears and stems are also included in the measurement
0.000
0.200
0.400
0.600
0.800
1.000
Re
lati
ve N
DV
I
Mulika
medium background low background
0.000
0.200
0.400
0.600
0.800
1.000
Re
lati
ve N
DV
I
Skyfall
medium background low background
anthesis anthesis
Growth stageGrowth stage (27/7/2015)
Skyfall
There was no evidence that development of Skyfall was accelerated by ozone. (growth stage the same across all treatments).
A hint that development might have been accelerated very slightly in Mulika.
(development of Mulika was faster than for Skyfall).
86
87
88
89
90
91
92
Low Medium High V high
Gro
wth
sta
ge
background peaks
Mulika
83
84
85
86
87
88
Low Medium High V high
Gro
wth
sta
ge
background peaks
Asat (Skyfall)
0
10
20
30
40
Low Medium High Very high
Asat (23/24 June 2015)
Background Peaks
0
10
20
30
40
Low Medium High Very high
Asat (14 July 2015)
Background Peaks
Asat was similar across all ozone treatments before anthesis. There was a decrease in Asat with increasing ozone after
anthesis The decline was much faster with the ‘peaks’ treatments.
Anthesis 1st July
Asat related to chlorophyll content
R² = 0.69
0
5
10
15
20
25
30
35
40
0 10 20 30 40 50 60 70 80 90
Asa
t (
um
ol m
-2 s
-1)
SPAD
June & July 2015 (polynomial function)
R² = 0.67
0
5
10
15
20
25
30
35
40
0 200 400 600 800 1000
Asa
t (
um
ol m
-2 s
-1)
Gs (mmol m-2 s-1)
June & July 2015 (polynomial function - high Gs)
Asat was related to chlorophyll content. On individual days the relationship between Asat and Gs was
good, and still fairly good when all data was combined.
Yield related to chlorophyll (cumulative photosynthesis)
r² = 0.91
0
2
4
6
8
10
12
0 10 20 30 40
Yie
ld, t
on
ne
s/h
ect
are
Cumulative chlorophyll / Asat / NDVI
background
peaks
r² = 0.60
0
2
4
6
8
10
12
0 10 20 30 40
Yie
ld, t
on
ne
s/h
ect
are
Cumulative chlorophyll / Asat / NDVI
r² = 0.85
0
10
20
30
40
50
60
0 10 20 30 40
10
00
gra
in w
eig
ht
Cumulative chlorophyll / Asat / NDVI
r² = 0.91
0
10
20
30
40
50
60
0 10 20 30 40
10
00
gra
in w
eig
ht
(g)
Cumulative chlorophyll / Asat/ NDVI)
Background
Peaks
Mulika Skyfall
From anthesis to harvest
Wheat: Provisional flux-effect relationships using the standard
wheat model, SWP not included but plants kept well-watered
y = -282.52x + 9339.1R² = 0.2048, p = 0.17
2000
3000
4000
5000
6000
7000
8000
9000
10000
11000
0 2 4 6 8 10
Ave
rage
yie
ld (
kg/h
a)
POD6 (generic)
Mulika
All
Peak
Background
Linear (All) y = -755.02x + 11644R² = 0.74, p<0.001
2000
3000
4000
5000
6000
7000
8000
9000
10000
11000
12000
0 2 4 6 8 10
Ave
rage
yie
ld (
kg/h
a)
POD6 (generic)
Skyfall
Peak
Background
R² = 0.7519
y = -0.3x + 6.3928R² = 0.62, p<0.001
2
2.5
3
3.5
4
4.5
5
5.5
6
0 2 4 6 8 10
Hu
nd
red
gra
in w
eigh
t (g
)
POD6 (generic)
Skyfall
Background
peak
all
Poly. (peak)
Linear (all)
Yiel
d1
00
gra
in w
eigh
t
y = -0.1805x + 5.6049R² = 0.7545, p<0.001
2
2.5
3
3.5
4
4.5
5
5.5
0 2 4 6 8 10
Hu
nd
red
gra
in w
eigh
t (g
)
POD6 (generic)
Mulika
Background
Peak
all
Linear (all)
No significant effects of O3 profile
Mulika Skyfall
MM POD3IAM function, with new data added
y = 0.98 - 0.0064*POD3IAMr² = 0.62, p < 0.0001
0.0
0.2
0.4
0.6
0.8
1.0
1.2
0 10 20 30 40 50
Re
lative
yie
ld
POD3IAM (mmol m-2)
MM data
Mulika
Skyfall
Linear (MM data)
Linear (Mulika)
Linear (Skyfall)
For integrated assessment modelling across Europe
Summary
Senescence was accelerated by ozone. In Mulika the rate of senescence was the same when ozone was applied as either higher peaks or higher background.
There was no evidence that the rate of development was affected. After anthesis, Asat was decreased with increasing ozone treatment and
this was related to the changes in senescence (chlorophyll content). For Skyfall, the decline was faster in the ‘peaks’ treatments.
Yield and 100 grain weight were both decreased with increasing ozone. The apparent differences between ‘peaks’ and ‘background’ responses were explained by ozone flux (ozone fluxes were higher in the ‘peaks’ treatments as ozone was present in conditions favourable to uptake).
This study provides evidence that the flux based dose-relationships developed using experiments with episodic ozone exposure are also applicable for predictions of yield responses with increasing background ozone concentrations.