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Carbon Cycling in Native vs. Non-Native Dominated Rangeland Systems
Brian Wilsey - PI, Iowa State University
BNPPN, P, Soil C
FungiBacteriaArchaea
Experimental and Sampling Design
Map: John Madson
Part 2. ComparisonsPart 1. Experiment
x
Exotic Taxon Place of origin Native pair_________________________________________________________________________________________
C44 GRASSES
Bothriochloa ischaemum Tribe Andropogoneae Asia Schizachyrium scopariumCynodon dactylon Tribe Cynodonteae Africa Buchloe dactyloidesEragrostis curvula Tribe Eragrostideae Africa Sporobolus asperPanicum coloratum Genus Panicum Africa Panicum virgatumPaspalum dilatatum Tribe Paniceae South America Eriochloa sericeaSorghum halapense Tribe Andropogoneae Mediteranean Sorghastrum nutansPaspalum notatum Genus Paspalum Africa Paspalum floridanumDicanthium annulatum Tribe Andropogoneae Africa, Asia Andropogon gerardii
C33 GRASSES:
Festuca arundinacea Subfamily Pooideae Europe Elymus canadensisDactylus glomerata Subfamily Pooideae Europe Nasella luecotricha
FORBS:
Taraxacum officianale Asteraceae Europe Marshallia caespitosaCichorium intybus Asteraceae Eurasia Ratibida columniferaLeucanthemum vulgare Asteraceae Europe Vernonia baldwiniiRuellia britoniana Genus Ruellia Eurasia Ruellia humilisNepeta cataria Lamiaceae Eurasia Salvia azureaMarrubium vulgare Lamiaceae Eurasia Monarda fistulosa
LEGUMES:
Medicago sativa Subfamily Papilionoideae Eurasia Dalea purpureaTrifolium repens Subfamily Papilionoideae Europe Dalea candidumLotus corniculatus Fabaceae Eurasia Desmanthus illinoensisCoronilla varia Subfamily Papilionoideae Europe, Med. Astragalus canadensis________________________________________________________________________________________
Isbell, Wilsey, many others. 2015. Nature
t0 J08O08J09O09J10O10O11J12O12J13 J14O14J15O15J16
Num
ber o
f spe
cies
per
plo
t
0
2
4
6
8
10
Exotic - Irrig.Exotic - No Irr. Native - Irrig. Native - No Irr.
CV Not different!Origin,IrrigationP > 0.10
Exotic Native
Bio
mas
s C
V
0
10
20
30
40
50
60
IrrigatedNon - Irrigated
A
AA
A
Table 2. Species that dominated plots in 2012 (i.e., had highest pi, mean pi for exotics 0.78, range of 1 0.45-0.99, mean pi of 0.48 for natives, range 0.35-0.81 ) and their deviation from expected variance. 2 FG’s are C4G = C4 grasses, C3G = C3 grasses, C3F = C3 forbs. 3
_____________________________________________________________________________________4 Species FG no. plots mean(g) deviation t Ho = 0, P value 5
Exotic dominant species: 6
Panicum coloratum C4G 18 276.2 -0.263 -3.63 0.002 7
Sorghum halepense C4G 8 110.3 -0.324 -2.77 0.012 8
Eragrostis curvula C4G 3 120.5 -0.023 -0.29 0.777 9
Cynodon dactylon C4G 2 12.5 -0.846 -4.93 < 0.001 10
Bothriochloa ischaemum C4G 1 20.1 -0.197 -2.39 0.025 11
32 12
Native dominant species: 13
Eriochloa sericea C4G 13 117.7 -0.540 -9.87 < 0.001 14
Ratibida columnifera C4F 6 152.4 0.486 5.25 < 0.001 15
Elymus canadensis C3G 5 94.8 0.541 5.75 < 0.001 16
Sorghastrum nutans C4G 5 54.4 0.081 0.48 0.634 17
Nasella luecotricha C3G 2 57.0 0.406 3.29 0.005 18
Vernonia baldwinii C4F 1 18.8 0.357 2.89 0.012 19
32 20
_____________________________________________________________________________________ 21
22
23
2. Forage response to H2O treatment
Response to summer irrigation was larger in native communities Origin x Irrigation, F = 4.7, P = 0.03
Date
7-08 10-08 6-09 10-09 6-10 10-1010-11 6-12 10-12 6-13 10-13 6-14 10-14
Rat
io o
f irr
igat
ed/n
on-ir
rigat
ed
0.90
0.92
0.94
0.96
0.98
1.00
1.02
1.04
1.06
1.08
ExoticNative
Wilsey et al. (2014), Polley et al. (2014, 2016), Isbell et al. (2015)
2. Response to 2011 drought
Time (month, year)
J08O08J0
9O09J1
0O10O11J1
2O12J1
3O13J1
4O14J1
5
RU
E (g
m-2 m
m-1)
0.00
0.15
0.30
0.45
0.60
0.75
0.90
Natives Exotics
Natives Exotics
3. Root production and depth
b
fBNPP Beta Diversity
f BN
PP, B
eta,
and
div
ersi
ty
-2
-1
0
1
2
a
BNPP ANPP NPP
Pro
duct
ivity
(g m
-2)
0
300
600
900
1200
1500
1800
Natives Exotics
a
Ln-transformed soil depth (cm)
1 2 3 4
BN
PP
(g m
-2 c
m-1)
3
4
5
6
b
Ln-transformed soil depth (cm)
1 2 3 4
BN
PP
(g m
-2 c
m-1)
4
6
8
10
12
y=-1.36x+10.70r2=0.52, P=0.04
y=0.52x+3.20r2=0.63, P=0.02
Natives
Exotics
F 20
09N
=63
F 20
14N
=61
F 20
15N
=63
Native/Non-irrigated Native/Irrigated Exotic/Non-Irrigated Exotic/Irrigated
1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 8 1 1 2 2 3 3 4 5 5 6 6 7 7 8 8 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 8 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 80%
10%20%30%40%50%60%70%80%90%
100%
1 2 2 3 3 4 4 5 5 6 6 7 7 8 8 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 8 1 1 2 2 3 3 4 4 5 5 6 6 7 8 80%
10%20%30%40%50%60%70%80%90%
100%
1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 8 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 8 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 80%
10%20%30%40%50%60%70%80%90%
100%
unknown phylum Ascomycota Basidiomycota Blastocladiomycota ChytridiomycotaFungi_phy_Incertae_sedis Glomeromycota Neocallimastigomycota Rozellomycota Zygomycota
perMANOVA and NMS (Bray Curtis distance matrix)
Source d.f F p ------------------------------------------------------origin 1 1.51 0.012irrig 1 1.17 0.168Interac. 1 0.82 0.854Residual 56
Source d.f. F p --------------------------------------------------------origin 1 1.62 0.017irrig 1 1.11 0.267Interac. 1 0.73 0.906Residual 48
Source d.f. F p ---------------------------------------------------------------origin 1 1.40 0.063irrig 1 0.92 0.570Interac. 1 1.63 0.017Residual 56
NativeExotic
NativeExotic
NativeExotic
2009 2014 2015
Fungal Pathogens 2014Source d.f. SS MS F p -----------------------------------------------------------------------------------origin 1 0.395 0.395 1.62 0.017000irrig 1 0.270 0.270 1.11 0.267000Interac. 1 0.177 0.178 0.73 0.906000Residual 48 11.67 0.243 Total 51 12.52
FDR_P E_mean N_mean taxonomy
0.03753 1.741935 55.2k__Fungi; p__Ascomycota;
c__Dothideomycetes; o__Pleosporales; f__Phaeosphaeriaceae; g__Stagonospora; s__
Genus Stagonospora – some species are plant pathogens
5. N mineralization (feedback)
Time 1 Time 2 Time 3
N m
iner
aliz
atio
n
0
1
2
3
4
5
6
7
Exotic Native
BA
BA
BA
Averaged across times, 24% higher in native plots than exotic (origin, P < 0.001)
6. Decomposition of litter, rootsRandom draws
Exotic Native
Mas
s pr
esen
t
0.90
0.92
0.94
0.96
0.98
Actual relative abundances
Exotic Native
Mas
s pr
esen
t
0.90
0.92
0.94
0.96
0.98
Origin x Abundance type, P < 0.001
Top (triangles) - Native
Bottom (circles) - Exotic
7. Mycorrhizal colonization
Species Pair
1 2 3 4 5 6 7 8 9 10 11
Med
ian
perc
ent c
olon
izat
ion
0
20
40
60
80
100
ExoticNative
P < 0.01, Means Exotic > Native
7. Soil Carbon accumulation
Polley, Fay, Gibson, Wilsey. 2016. Ecosystems
Comparative Studies:
• Native and Exotic grasslands across the tallgrass prairie region. N = 21 for each.
• Sample 25 locations per site (100 points), estimate % native/exotic, species diversity measures and ecosystem services.
Martin et al. (2014) Oecologia
Exotics greened up (reached 50% of peak NDVI)an average of 10 days earlier (p < 0.01)N
DV
I
Date
X XX X
Exotics senesced (dropped to 50% of peak)an average of 31 days later (p < 0.01)
ND
VI
Date
X XX X
Kaitlin Barber Ph.D. student project
BNPPN, P, Soil C
FungiBacteriaArchaea
Acknowledgements• Leanne Martin (Ph.D. student)• Kaitlin Barber (Ph.D. student)
• Xia Xu (postdoc)• Aleksandra Sielaff (postdoc)
• You (USDA – NIFA 2014-67003-22067)