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Drought and waterlogging are major abiotic stresses that limit the productivity of Brachiaria forage grasses. Little attention has been given to separate productivity under drought or waterlogging, from coping mechanisms in Brachiaria forage grasses. Wide phenotypic variation exists among Brachiaria grasses to cope with these stresses. This presentation will cover : 1) the current knowledge of morpho-physiological mechanisms and functional adaptations of Brachiaria spp cultivars to cope with these stresses and 2) the use of sensors and digital image analysis for the non-destructive and automated analysis of Brachiaria growth and performance at different time scales.
J. A. Cardoso, J. C. Jiménez, K. Odokonyero, L.M. Pineda, Hannah Vos, Fernando Vergara, Daniela Chamorro, I. M. Rao
Collaborators:CIAT: J. Polanía, J. Arango, J. Nuñez, Plant nutrition lab, Nutrition quality lab, Birthe Paul
Beca-ILRI HubKARI-KenyaRAB-RwandaAgResearch-New Zealand
Corpoica-ColombiaINTA-NicaraguaIDIAP-Panamá
Mechanisms of adaptation to drought and waterlogging in Brachiaria grasses
Brachiaria spp.: Important forage grasses in the tropics
• African origin
• Estimated 100 million hectares in Brazil alone.
• Breeding program started in the late 1980s.
• Wide range of adaptation to climatic and edaphic factors.
• Carbon accumulation in soil, reduction of greenhouse effect gases from soil (N20) and methane from livestock
Why do we need to know mechanisms of abiotic stress adaptation?
• Identifying plant attributes that contribute to resistance/tolerance to major abiotic stresses (e.g., drought and waterlogging)
• Developing rapid, reliable and high throughput screening methods
Phenotyping of Brachiaria genotypes developed by the
breeding program
Drought resistance(avoidance/tolerance)
Assessment methods
• Leaf gas exchange/porometry • Infrared thermometry• Carbon isotope
discrimination???
• Chlorophyll content (SPAD)
• Chlorophyll fluorescence
• Relative water content in leaves
• Weighing each container on a regular basis
• Vertical distribution of roots in soil cylinders (120 cm height x 22 cm width; 80 cm height x 7.5 cm width)
• Micrographs from root cross sections
• High stomatal conductance
• Delayed leaf senescence
• High quantum yield
• High osmotic adjustment
• High transpiration efficiency
• Deep root systems
• Increased root length density in medium and deep soil layers
• Decreased resistance to water movement from soil by increasing root hair growth and xylem diameters
Brachiaria hybridcv. Cayman
Drought
Shoot growth and biomass partitioning after 5 weeks of drought
Experiment 135 kg of soil
Experiment 262 kg of soil
Based on hue, chlorophyll contents (SPAD or analytical) can be estimated (r2 > 0.85)
Binary images are used to estimated shoot areas (difference of dark and white pixels) (r2 > 0.7)
Skeletonize to determine leaf apparition rates
Non-destructive assessment of shoot growth over time (semi-automated)
scripts at Github, juan_cardosinho1
2
3
4
5
0 days 7 days 14 days 21 days
Pro
ject
ed s
hoot
are
a (c
m2 ) 0 days 10 days 21 days
Assessment of shoot growth under progressive drought
• Faster growth rates for Napier grass, Rhodes grass and hybrid Cayman• Greater shoot area represents greater demands for water
Wilting plants
Root growth after 5 weeks of growth
Root growth after 5 weeks of growth
Root growth after 5 weeks of growth
Estimation of root length using digital images
Pho
tosy
nthe
tic ra
te (µ
mol
CO
2 m
2 s-1) Leaf gas exchange and chlorophyll fluorescence
Tran
spira
tion
rate
(mm
ol H
2O m
2 s-1)
Pho
tosy
nthe
tic e
ffici
ency
• Preliminary results indicate that reduction of growth under drought is mainly due to restriction of leaf gas exchange
• Photosynthetic efficiency (Fv/Fm) is relatively insensitive to drought stress indicating stomatal limitation of photosynthesis
0.0.0.0.0.0.0.0.0.
Brachiaria grasses
32.7º C
Growth of Napier grass under drought conditions for 21 daysGrowth of Mulato II under drought conditions for 21 days
Wilting plant
Growing plant
Mulato II shows superior resistance to terminal drought conditions than Napier grass
• Regulated use of water allows Mulato II to sustain growth under drought conditions.
• Mulato II responds to drought by early closing of stomata which reduces transpiration.
• Leaf and canopy temperature values are measured using infrared thermography.
Thermal infrared images
CTD
dro
ught Napier
RhodesCayman
Marandu
Toledo
LlaneroMulato II
BasiliskPiata
Mulato
Tully
Napier
RhodesCayman
Marandu
Toledo
Mulato II
Piata
Mulato
TullyTupi
Llanero
Basilisk
Canopy and leaf temperature as proxies for deep rooting
• Canopy temperature depression (CTD) = Air temperature - Canopy temperature
• A cooler canopy (higher CTD) indicates transpiring leaf and indicates access to water by roots
Observable root length (m plant-1)
Root depth(m plant-1)
Observable root length 80-120 cm root depth
(m plant-1)
CaymanMulato II
Mul
ato
IITime course of growth and water uptake under drought
conditions
Water uptake and growth under drought conditions
• Currently, a simultaneous analysis of shoot and root growth and water content across the soil profile is possible using digital image analysis and TDR.
7 days 14 days
Mulato II Napier Mulato II Napier
Root traits that influence water transport
XV
• More and greater xylem vessels (XV) conduct more water (decreased axial resistance)
Increased xylem vessel (XV) under drought conditions for Napier grass
• Increased root diameter facilitates penetration in drying soils
Greater root diameter in Napier grass
• Roots hairs for decreasing radial resistance
Longer and denser root hairs in Mulato II
Irrigated Drought
Nap
ier g
rass
Mul
ato
II
Mul
ato
II
N
apie
r gra
ssIrrigated Drought (10 days)
0 h 1 h 2 h 3 h
1cm
Root elongation rate
• Faster root elongation rates for Napier• Higher inhibition of root growth under drought conditions for Mulato
II (65%) than Napier (35%)
Irrigated Drought
Irrigated Drought
Nap
ier g
rass
Mul
ato
IIB
. hum
idic
ola
Aerenchyma development
AER
• Aerenchyma (AER) can improve the acquisition of water and nutrients by reducing the metabolic costs of soil exploration.
AERt
% Inhibition root elongation303540455055606570
05
10152025
% A
er ro
ots
drou
ght
Napier B. humidicola
Mulato II
• A erenchyma (AER) can improve the acquisition of water and nutrients by reducing the metabolic costs of soil exploration.
• We plan to quantify respiration rates of aerenchymatyous roots vs. non aerenchmatous roots using an IRGA.
Aerenchyma development and root growth
Root anglesM
ulat
o II
Nap
ier g
rass
Irrigated Drought (10 days)
• Phenotypic plasticity for root angles• Straighter angles under drought conditions• Evaluation for root angles under irrigated and drought conditions underway
1m
1m
2.5 cm
Recovery after drought
• Short term drought restricts growth of Mulato II and is reflected in final biomass
Mec
hani
sms
Drought resistance in Brachiaria
Water spenders
Maintaining water uptake
Napier grassCayman
Water savers
Reducing water loss
• Piatá
• Deep roots• Increased root length
density at depth• Increased root growth at
expense of shoots
• Closing of stomata• Leaf senescence• Reduced leaf area
• Cayman
Both mechanisms
• Napier grass• Rhodes grass
Terminal drought Intermittent drought
• Mulato II• Basilisk
• Mulato• Marandu• Tupi
• Toledo• Tully• Llanero
Cul
tivar
s
Productivity
Effects of waterlogging on Brachiaria grasses
Tully
T
oled
o
R
uzi g
rass
Drained (D) Waterlogged (W) D W D W
Tully Toledo Ruzi grass Tolerant Mod. tolerant Sensitive
• Increased root death and smaller root system in non-tolerant genotypes
• Reduction in shoot growth in non-tolerant genotypes
• Increased leaf senescence, chlorophyll loss, stomatal closure, lower values of photosynthetic efficiency (fv’/fm’) in non-tolerant genotypes.
21 days of treatment
Effects of waterlogging on Brachiaria grasses
Traits associated with waterlogging tolerance in Brachiaria grasses
• Aerenchyma (air spaces) allows oxygen difussion from shoot to root to maintain root aerobic respiration.
• Brachiaria adapts to waterlogging by the development or increase or aerenchyma in root tissues. Constitutive formation of aerenchyma in B. humidicola allows immediate adaptation to waterlogging
• Better adapted genotypes show thicker roots, greater aerenchyma formation and smaller steles (conductive tissue)
Drained Waterlogged
B. humidicola Tully(tolerant)
B. ruziziensis Br 44-02(sensitive)
• Cross sections taken at 10 cm form the root tip
• Scale = 0.5mm
Aerenchyma
stel
e
Increased suberization of the outer part of the root (OPR)
B. h
umid
icol
aB
. ruz
izie
nsis
Drained Waterlogged Waterlogged
O2
O2
B. humidicola
B. ruziziensis
O2
O2
O2
O2
AE AE
• Roots with greater aerenchyma formation and increased suberization of OPR shows deeper penetration into waterlogged soil
Leaf
she
ath
Inte
rnod
eR
oot
• Aerenchyma (arrows) formation in shoots (internode and leaf sheath) and roots
• Continuum of ventilation form shoot to roots facilitates gas exchange between atmosphere and rhizosphere
B. humidicola after 21 days of growth under waterlogging
O2
CH4N2O? C2H4
Replacement rooting
Roots produced after waterlogging (white)
• Roots produced before waterlogging (rotten or decaying)
• Brachiaria genotypes without constitutive formation of aerenchyma in roots depend on the formation of new roots with aerenchyma for adaptation to waterlogging
Replacement rooting
Cayman Mulato II
Decaying or rotten roots
Decaying or rotten roots
Replacement roots
Cayman
• Most of damage (e.g. leaf chlorosis and leaf senescence) occurs between 7 and 14 days after waterlogging, period where new roots with aerenchyma started to develop.
• After this, aerenchymatous roots confer adaptation to waterlogging.
Screening for waterlogging tolerance in Brachiaria hybrids
1 day of waterlogging treatment 7 days of waterlogging treatment
14 days of waterlogging treatment 21 days of waterlogging treatment
Recovery after drought and waterlogging
• B. humidicola responds to accumulated ethylene in waterlogged soil by internode elongation and hyponastic growth of leaves
• This plastic response allows leaves of B. humidicola to escape form water and continue photosynthesis
Irrigated Drought Waterlogging Recovery period
Irrigated Drought Waterlogging
Conclusions so far…..
• Cayman seems to be a water spender, not a saver. It attempts to maximize carbon gain (growth) when water is available.
• Most Brachiaria grasses combine water saving mechanisms (by regulation of water loss by closing leaf stomata) with deep rooting ability to avoid drought stress.
• Digital images (e.g., RGB, Thermal IR) allows recordings of growth and responses to stresses.
• Leaf and canopy temperatures could be used as proxies for rooting depth in Brachiaria genotypes
• Aerenchyma might aid root elongation under drought conditions
Conclusions so far….• Brachiaria grasses adapt to waterlogging by
increasing or developing aerenchyma in roots to sustain root aerobic respiration
• Plants without constitutive formation of aerenchyma in roots depend on the formation of new roots with aerenchyma for adaptation to waterlogging
• Maximum rooting depth can be used as an indicator of root aeration efficiency and waterlogging tolerance
Challenges ahead
• Determine the role of endophytes in drought adaptation
• Determine the contribution of climate smart Brachiaria grasses to soil carbon accumulation and greenhouse balance
• Scale up for automated phenotyping in breeding populations
Thank you