SlideShare a Scribd company logo
New tools and paradigms

Using Ground Penetrating Radar
in Agroforestry Systems:
Quantification of Tree Root
Distribution and Biomass
Kira A. Borden & Dr. Marney E. Isaac
University of Toronto, Canada
Managed multispecies ecosystems
• Interspecific variation
• Intraspecific plasticity

• Community-level
processes

Photo credits: M. Isaac
The hidden halfof trees
• 20 to 40% of tree biomass
located belowground (Brunner
and Godbold 2007)

• Trade-offs relating to
nutrient acquisition between
competition and improved
cycling

• Research limited by
methodological constraints
Photo credit: M. Isaac
Non-intrusive belowground study

k = dielectric constant of a medium

Figure from Isaac & Anglaaere, 2013, Ecology and Evolution
Coarse root detections
0.5 m

0.5 m

0.7 m
Photo credits: K. Borden
Objectives
Biomass estimation
Distribution detection

Tree-based intercropping
Canada

Photo credit: K. Borden

C storage
Nutrient acquisition

Cocoa-shade
Ghana

Photo credit: M. Isaac
Photo credits: K. Borden
Radar signal reflections

Thuja
occidentalis

y

x
Biomass estimation

5.1g

66.9 cm2

82.2g

355.7 cm2
Borden et al. under review
Biomass estimation

P = 0.0003
Photo credit: K. Borden

54.1 ± 8.7 kg tree1

(n=12)
54.8 ± 8.3 kg tree-1
(n=12)
Photo credit: K. Borden

Borden et al. under review
Distribution detection

Figure from Isaac & Anglaaere, 2013, Ecology and Evolution

20

50
60
70

5
4
3
2
1
0

0

0

1
1

2

3
3

2

X (m)

x (m)

4

4

5

1

3

2

y (m)

4

Y (m)

-0.4

40

-0.5

30

-0.6

-0.3

10

-0.7

Depth (m)

-0.2

Depth (cm)

-0.1

0.0

Reflection points of detected spruce tree roots
Interspecific root plasticity
Picea abies

n=2

Juglans nigra

n=3

• Coarse root depth data
show distinct rooting
patterns across five tree
species
• Deep-rooted tree species
below crop rooting zone

Borden et al. in preparation
Intraspecific root plasticity

(n = 12)

Isaac et al. 2014, Agriculture, Ecosystems and Environment
Importance to agroforestry
Biomass estimation
Distribution detection

C storage
Nutrient acquisition

C storage species-specific root C
concentrations

Acquisition zones δ18O isotopic signature
matching

Site-level C storage in coarse roots:
2.3 Mg C ha-1 (Borden et al. under
review)

Larger zone of acquisition for cocoa with
shade tree under sandy loam soils (Isaac
et al. 2014)
Thank you
World Congress on Agroforestry conference organizers
Forestry Research Institute of Ghana (Dr.
Luke Anglaaere, Dr. Stephen Adu-Bredu)
The Faculty of Forestry, University of
Toronto (Dr. Sean Thomas)
The University of Guelph, Canada (Dr.
Naresh Thevathasan, Dr. Andrew
Gordon, Amy Wotherspoon)
Photo credit: K. Borden

Agriculture and Agri-Food Canada
Natural Sciences and Engineering Research
Council of Canada

More Related Content

What's hot

Mixed aged radiata prague presentation
Mixed aged radiata   prague presentationMixed aged radiata   prague presentation
Mixed aged radiata prague presentation
ppobb
 
Mites and Biochar Final-unshaded (1)
Mites and Biochar Final-unshaded (1)Mites and Biochar Final-unshaded (1)
Mites and Biochar Final-unshaded (1)
Robert Godfrey
 
Bilobate Project
Bilobate ProjectBilobate Project
Bilobate Project
Elie Aboulafia
 
Poster RFCC2_2
Poster RFCC2_2Poster RFCC2_2
Poster RFCC2_2
Corentin Clement
 
Root experiment FORECOMAN
Root experiment FORECOMANRoot experiment FORECOMAN
Root experiment FORECOMAN
Liam Donnelly
 
Root foraging for apatite is influenced by N and P availability
Root foraging for apatite is influenced by N and P availabilityRoot foraging for apatite is influenced by N and P availability
Root foraging for apatite is influenced by N and P availability
melnhe
 
Unst 180 a 4.18
Unst 180 a 4.18Unst 180 a 4.18
Unst 180 a 4.18
Mark Griffith
 
HERBARIUM OF Leaf of Manilkara zapota (Sapodilla)
HERBARIUM OF Leaf of Manilkara zapota (Sapodilla)HERBARIUM OF Leaf of Manilkara zapota (Sapodilla)
HERBARIUM OF Leaf of Manilkara zapota (Sapodilla)
Imran Rakib
 
Biology of Chalara Ash Dieback Disease (June 2017)
Biology of Chalara Ash Dieback Disease (June 2017)Biology of Chalara Ash Dieback Disease (June 2017)
Biology of Chalara Ash Dieback Disease (June 2017)
Edward Wilson
 
Autecology of Impatients parviflora DC. in natural forest communities
Autecology of Impatients parviflora DC. in natural forest communitiesAutecology of Impatients parviflora DC. in natural forest communities
Autecology of Impatients parviflora DC. in natural forest communities
EdytaSierka
 
Fungal endophytes as priority colonizers initiating wood decomposition
Fungal endophytes as priority colonizers initiating wood decompositionFungal endophytes as priority colonizers initiating wood decomposition
Fungal endophytes as priority colonizers initiating wood decomposition
Feng Jin Liew, M.S.
 
Fine roots dynamics in trees
Fine roots dynamics in treesFine roots dynamics in trees
Kaffer et al acta 2010
Kaffer et al acta 2010Kaffer et al acta 2010
Kaffer et al acta 2010
Rezinhaa
 
Poster aps2020 (sapkota, yub)
Poster aps2020 (sapkota, yub)Poster aps2020 (sapkota, yub)
Poster aps2020 (sapkota, yub)
Yub Raj Sapkota
 
The Effects of Chemical Compositional Variability on Sustainable Applications...
The Effects of Chemical Compositional Variability on Sustainable Applications...The Effects of Chemical Compositional Variability on Sustainable Applications...
The Effects of Chemical Compositional Variability on Sustainable Applications...
Premier Publishers
 
Reversing soil degradation via phytoremediation techniques in an ex-tin mine ...
Reversing soil degradation via phytoremediation techniques in an ex-tin mine ...Reversing soil degradation via phytoremediation techniques in an ex-tin mine ...
Reversing soil degradation via phytoremediation techniques in an ex-tin mine ...
ExternalEvents
 
Quantitative analysis of a forest fragment in olokemeji forest reserve, nigeria
Quantitative analysis of a forest fragment in olokemeji forest reserve, nigeriaQuantitative analysis of a forest fragment in olokemeji forest reserve, nigeria
Quantitative analysis of a forest fragment in olokemeji forest reserve, nigeria
Alexander Decker
 

What's hot (17)

Mixed aged radiata prague presentation
Mixed aged radiata   prague presentationMixed aged radiata   prague presentation
Mixed aged radiata prague presentation
 
Mites and Biochar Final-unshaded (1)
Mites and Biochar Final-unshaded (1)Mites and Biochar Final-unshaded (1)
Mites and Biochar Final-unshaded (1)
 
Bilobate Project
Bilobate ProjectBilobate Project
Bilobate Project
 
Poster RFCC2_2
Poster RFCC2_2Poster RFCC2_2
Poster RFCC2_2
 
Root experiment FORECOMAN
Root experiment FORECOMANRoot experiment FORECOMAN
Root experiment FORECOMAN
 
Root foraging for apatite is influenced by N and P availability
Root foraging for apatite is influenced by N and P availabilityRoot foraging for apatite is influenced by N and P availability
Root foraging for apatite is influenced by N and P availability
 
Unst 180 a 4.18
Unst 180 a 4.18Unst 180 a 4.18
Unst 180 a 4.18
 
HERBARIUM OF Leaf of Manilkara zapota (Sapodilla)
HERBARIUM OF Leaf of Manilkara zapota (Sapodilla)HERBARIUM OF Leaf of Manilkara zapota (Sapodilla)
HERBARIUM OF Leaf of Manilkara zapota (Sapodilla)
 
Biology of Chalara Ash Dieback Disease (June 2017)
Biology of Chalara Ash Dieback Disease (June 2017)Biology of Chalara Ash Dieback Disease (June 2017)
Biology of Chalara Ash Dieback Disease (June 2017)
 
Autecology of Impatients parviflora DC. in natural forest communities
Autecology of Impatients parviflora DC. in natural forest communitiesAutecology of Impatients parviflora DC. in natural forest communities
Autecology of Impatients parviflora DC. in natural forest communities
 
Fungal endophytes as priority colonizers initiating wood decomposition
Fungal endophytes as priority colonizers initiating wood decompositionFungal endophytes as priority colonizers initiating wood decomposition
Fungal endophytes as priority colonizers initiating wood decomposition
 
Fine roots dynamics in trees
Fine roots dynamics in treesFine roots dynamics in trees
Fine roots dynamics in trees
 
Kaffer et al acta 2010
Kaffer et al acta 2010Kaffer et al acta 2010
Kaffer et al acta 2010
 
Poster aps2020 (sapkota, yub)
Poster aps2020 (sapkota, yub)Poster aps2020 (sapkota, yub)
Poster aps2020 (sapkota, yub)
 
The Effects of Chemical Compositional Variability on Sustainable Applications...
The Effects of Chemical Compositional Variability on Sustainable Applications...The Effects of Chemical Compositional Variability on Sustainable Applications...
The Effects of Chemical Compositional Variability on Sustainable Applications...
 
Reversing soil degradation via phytoremediation techniques in an ex-tin mine ...
Reversing soil degradation via phytoremediation techniques in an ex-tin mine ...Reversing soil degradation via phytoremediation techniques in an ex-tin mine ...
Reversing soil degradation via phytoremediation techniques in an ex-tin mine ...
 
Quantitative analysis of a forest fragment in olokemeji forest reserve, nigeria
Quantitative analysis of a forest fragment in olokemeji forest reserve, nigeriaQuantitative analysis of a forest fragment in olokemeji forest reserve, nigeria
Quantitative analysis of a forest fragment in olokemeji forest reserve, nigeria
 

Viewers also liked

Luedeling long term trials for climate change research
Luedeling long term trials for climate change researchLuedeling long term trials for climate change research
Luedeling long term trials for climate change research
World Agroforestry (ICRAF)
 
Estimation of subpixel land surface temperature using an endmember index tech...
Estimation of subpixel land surface temperature using an endmember index tech...Estimation of subpixel land surface temperature using an endmember index tech...
Estimation of subpixel land surface temperature using an endmember index tech...
grssieee
 
Ground Penetrating Radar
Ground Penetrating RadarGround Penetrating Radar
Ground Penetrating Radar
VARUN KUMAR
 
Recent trends in crops water productivity across the contiguous states
Recent trends in crops water productivity across the contiguous statesRecent trends in crops water productivity across the contiguous states
Recent trends in crops water productivity across the contiguous states
World Agroforestry (ICRAF)
 
Estimating wheat root biomass using ground penetrating radar
Estimating wheat root biomass using ground penetrating radarEstimating wheat root biomass using ground penetrating radar
Estimating wheat root biomass using ground penetrating radar
CIMMYT
 
Ground penetrating radar
Ground penetrating radarGround penetrating radar
Ground penetrating radar
kasarlanaga
 
Ground Penetrating Radar (GPR)
Ground Penetrating Radar (GPR) Ground Penetrating Radar (GPR)
Ground Penetrating Radar (GPR)
Abhijit Patil
 
Application of Ground Penetrating Radar in Subsurface mapping
Application of Ground Penetrating Radar in Subsurface mapping Application of Ground Penetrating Radar in Subsurface mapping
Application of Ground Penetrating Radar in Subsurface mapping
Dr. Rajesh P Barnwal
 
ground penetrating radar
ground penetrating radarground penetrating radar
ground penetrating radar
Gauravate
 
GROUND PENETRATING RADAR(GPR) ppt
GROUND PENETRATING RADAR(GPR) ppt GROUND PENETRATING RADAR(GPR) ppt
GROUND PENETRATING RADAR(GPR) ppt
Himanshu Yadav
 

Viewers also liked (10)

Luedeling long term trials for climate change research
Luedeling long term trials for climate change researchLuedeling long term trials for climate change research
Luedeling long term trials for climate change research
 
Estimation of subpixel land surface temperature using an endmember index tech...
Estimation of subpixel land surface temperature using an endmember index tech...Estimation of subpixel land surface temperature using an endmember index tech...
Estimation of subpixel land surface temperature using an endmember index tech...
 
Ground Penetrating Radar
Ground Penetrating RadarGround Penetrating Radar
Ground Penetrating Radar
 
Recent trends in crops water productivity across the contiguous states
Recent trends in crops water productivity across the contiguous statesRecent trends in crops water productivity across the contiguous states
Recent trends in crops water productivity across the contiguous states
 
Estimating wheat root biomass using ground penetrating radar
Estimating wheat root biomass using ground penetrating radarEstimating wheat root biomass using ground penetrating radar
Estimating wheat root biomass using ground penetrating radar
 
Ground penetrating radar
Ground penetrating radarGround penetrating radar
Ground penetrating radar
 
Ground Penetrating Radar (GPR)
Ground Penetrating Radar (GPR) Ground Penetrating Radar (GPR)
Ground Penetrating Radar (GPR)
 
Application of Ground Penetrating Radar in Subsurface mapping
Application of Ground Penetrating Radar in Subsurface mapping Application of Ground Penetrating Radar in Subsurface mapping
Application of Ground Penetrating Radar in Subsurface mapping
 
ground penetrating radar
ground penetrating radarground penetrating radar
ground penetrating radar
 
GROUND PENETRATING RADAR(GPR) ppt
GROUND PENETRATING RADAR(GPR) ppt GROUND PENETRATING RADAR(GPR) ppt
GROUND PENETRATING RADAR(GPR) ppt
 

Similar to Session 5.2 Quantification of tree root distribution and biomass

Session 5.3 tree soil interactions and provision of soil mediated ecosystem s...
Session 5.3 tree soil interactions and provision of soil mediated ecosystem s...Session 5.3 tree soil interactions and provision of soil mediated ecosystem s...
Session 5.3 tree soil interactions and provision of soil mediated ecosystem s...
World Agroforestry (ICRAF)
 
Tree-soil interactions and the provision of soil-mediated ecosystem services
Tree-soil interactions and the provision of soil-mediated ecosystem servicesTree-soil interactions and the provision of soil-mediated ecosystem services
Tree-soil interactions and the provision of soil-mediated ecosystem services
AkeMamo
 
Evaluation_Soil_Properties_Different_Forests_Mid_Hills_Himachal_Himalayas.pdf
Evaluation_Soil_Properties_Different_Forests_Mid_Hills_Himachal_Himalayas.pdfEvaluation_Soil_Properties_Different_Forests_Mid_Hills_Himachal_Himalayas.pdf
Evaluation_Soil_Properties_Different_Forests_Mid_Hills_Himachal_Himalayas.pdf
SSR Institute of International Journal of Life Sciences
 
Antoniadis colloquium presentation
Antoniadis colloquium presentationAntoniadis colloquium presentation
Antoniadis colloquium presentation
melissa_ant
 
7719619_dissertation
7719619_dissertation7719619_dissertation
7719619_dissertation
Sam Grundy
 
Thesis Proposal Presentation
Thesis Proposal PresentationThesis Proposal Presentation
Thesis Proposal Presentation
kpotterf
 
Shoestring2014 5-decomp
Shoestring2014 5-decompShoestring2014 5-decomp
Shoestring2014 5-decomp
melnhe
 
South Australian Native Vegetation Condition Indicator Pilot Project 2006
South Australian Native Vegetation Condition Indicator Pilot Project 2006South Australian Native Vegetation Condition Indicator Pilot Project 2006
South Australian Native Vegetation Condition Indicator Pilot Project 2006
peterm38
 
GFW Partner Meeting 2017 - Parallel Discussions 1: Forests and Biodiversity
GFW Partner Meeting 2017 - Parallel Discussions 1: Forests and BiodiversityGFW Partner Meeting 2017 - Parallel Discussions 1: Forests and Biodiversity
GFW Partner Meeting 2017 - Parallel Discussions 1: Forests and Biodiversity
World Resources Institute (WRI)
 
Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...
Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...
Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...
INFOGAIN PUBLICATION
 
Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...
Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...
Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...
INFOGAIN PUBLICATION
 
Tree regeneration, Fenner School July 2009
Tree regeneration, Fenner School July 2009Tree regeneration, Fenner School July 2009
Tree regeneration, Fenner School July 2009
joernfischer
 
Application of remote sensing in forest ecosystem
Application of remote sensing in forest ecosystemApplication of remote sensing in forest ecosystem
Application of remote sensing in forest ecosystem
aliya nasir
 
Ecological assessment of plant communities in the peochar valley of the hindu...
Ecological assessment of plant communities in the peochar valley of the hindu...Ecological assessment of plant communities in the peochar valley of the hindu...
Ecological assessment of plant communities in the peochar valley of the hindu...
Shujaul Mulk Khan
 
Horticultural research in kogi state.pptx
Horticultural research in kogi state.pptxHorticultural research in kogi state.pptx
Horticultural research in kogi state.pptx
SalifuUfedoMeshach
 
Ecological gradient analyses of plant associations in the thandiani forests o...
Ecological gradient analyses of plant associations in the thandiani forests o...Ecological gradient analyses of plant associations in the thandiani forests o...
Ecological gradient analyses of plant associations in the thandiani forests o...
Shujaul Mulk Khan
 
Mid-Term presentation_ Akayezu MSc thesis
Mid-Term presentation_ Akayezu MSc thesis Mid-Term presentation_ Akayezu MSc thesis
Mid-Term presentation_ Akayezu MSc thesis
Providence AKAYEZU
 
land Use Land Cover and vegetation dynamics_presentation
land Use Land Cover and vegetation dynamics_presentationland Use Land Cover and vegetation dynamics_presentation
land Use Land Cover and vegetation dynamics_presentation
IRSHADLONE5
 
SALIFU UFEDO MESHACH INTERNAL PRESENTATION.pptx
SALIFU UFEDO MESHACH INTERNAL PRESENTATION.pptxSALIFU UFEDO MESHACH INTERNAL PRESENTATION.pptx
SALIFU UFEDO MESHACH INTERNAL PRESENTATION.pptx
SalifuUfedoMeshach
 
Plant species and communities assessment in interaction with edaphic and topo...
Plant species and communities assessment in interaction with edaphic and topo...Plant species and communities assessment in interaction with edaphic and topo...
Plant species and communities assessment in interaction with edaphic and topo...
Shujaul Mulk Khan
 

Similar to Session 5.2 Quantification of tree root distribution and biomass (20)

Session 5.3 tree soil interactions and provision of soil mediated ecosystem s...
Session 5.3 tree soil interactions and provision of soil mediated ecosystem s...Session 5.3 tree soil interactions and provision of soil mediated ecosystem s...
Session 5.3 tree soil interactions and provision of soil mediated ecosystem s...
 
Tree-soil interactions and the provision of soil-mediated ecosystem services
Tree-soil interactions and the provision of soil-mediated ecosystem servicesTree-soil interactions and the provision of soil-mediated ecosystem services
Tree-soil interactions and the provision of soil-mediated ecosystem services
 
Evaluation_Soil_Properties_Different_Forests_Mid_Hills_Himachal_Himalayas.pdf
Evaluation_Soil_Properties_Different_Forests_Mid_Hills_Himachal_Himalayas.pdfEvaluation_Soil_Properties_Different_Forests_Mid_Hills_Himachal_Himalayas.pdf
Evaluation_Soil_Properties_Different_Forests_Mid_Hills_Himachal_Himalayas.pdf
 
Antoniadis colloquium presentation
Antoniadis colloquium presentationAntoniadis colloquium presentation
Antoniadis colloquium presentation
 
7719619_dissertation
7719619_dissertation7719619_dissertation
7719619_dissertation
 
Thesis Proposal Presentation
Thesis Proposal PresentationThesis Proposal Presentation
Thesis Proposal Presentation
 
Shoestring2014 5-decomp
Shoestring2014 5-decompShoestring2014 5-decomp
Shoestring2014 5-decomp
 
South Australian Native Vegetation Condition Indicator Pilot Project 2006
South Australian Native Vegetation Condition Indicator Pilot Project 2006South Australian Native Vegetation Condition Indicator Pilot Project 2006
South Australian Native Vegetation Condition Indicator Pilot Project 2006
 
GFW Partner Meeting 2017 - Parallel Discussions 1: Forests and Biodiversity
GFW Partner Meeting 2017 - Parallel Discussions 1: Forests and BiodiversityGFW Partner Meeting 2017 - Parallel Discussions 1: Forests and Biodiversity
GFW Partner Meeting 2017 - Parallel Discussions 1: Forests and Biodiversity
 
Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...
Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...
Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...
 
Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...
Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...
Measuring Individual Tree Height and Crown Diameter for Mangrove Trees with A...
 
Tree regeneration, Fenner School July 2009
Tree regeneration, Fenner School July 2009Tree regeneration, Fenner School July 2009
Tree regeneration, Fenner School July 2009
 
Application of remote sensing in forest ecosystem
Application of remote sensing in forest ecosystemApplication of remote sensing in forest ecosystem
Application of remote sensing in forest ecosystem
 
Ecological assessment of plant communities in the peochar valley of the hindu...
Ecological assessment of plant communities in the peochar valley of the hindu...Ecological assessment of plant communities in the peochar valley of the hindu...
Ecological assessment of plant communities in the peochar valley of the hindu...
 
Horticultural research in kogi state.pptx
Horticultural research in kogi state.pptxHorticultural research in kogi state.pptx
Horticultural research in kogi state.pptx
 
Ecological gradient analyses of plant associations in the thandiani forests o...
Ecological gradient analyses of plant associations in the thandiani forests o...Ecological gradient analyses of plant associations in the thandiani forests o...
Ecological gradient analyses of plant associations in the thandiani forests o...
 
Mid-Term presentation_ Akayezu MSc thesis
Mid-Term presentation_ Akayezu MSc thesis Mid-Term presentation_ Akayezu MSc thesis
Mid-Term presentation_ Akayezu MSc thesis
 
land Use Land Cover and vegetation dynamics_presentation
land Use Land Cover and vegetation dynamics_presentationland Use Land Cover and vegetation dynamics_presentation
land Use Land Cover and vegetation dynamics_presentation
 
SALIFU UFEDO MESHACH INTERNAL PRESENTATION.pptx
SALIFU UFEDO MESHACH INTERNAL PRESENTATION.pptxSALIFU UFEDO MESHACH INTERNAL PRESENTATION.pptx
SALIFU UFEDO MESHACH INTERNAL PRESENTATION.pptx
 
Plant species and communities assessment in interaction with edaphic and topo...
Plant species and communities assessment in interaction with edaphic and topo...Plant species and communities assessment in interaction with edaphic and topo...
Plant species and communities assessment in interaction with edaphic and topo...
 

More from World Agroforestry (ICRAF)

Resilience of rubber based agroforestry facing global change
Resilience of rubber based agroforestry facing global changeResilience of rubber based agroforestry facing global change
Resilience of rubber based agroforestry facing global change
World Agroforestry (ICRAF)
 
DryDev Closeout Webinar 30th June 2020
DryDev Closeout Webinar 30th June 2020DryDev Closeout Webinar 30th June 2020
DryDev Closeout Webinar 30th June 2020
World Agroforestry (ICRAF)
 
Farmland Biodiversity
Farmland BiodiversityFarmland Biodiversity
Farmland Biodiversity
World Agroforestry (ICRAF)
 
How can we overcome obstacles and mobilize investments for successful, sustai...
How can we overcome obstacles and mobilize investments for successful, sustai...How can we overcome obstacles and mobilize investments for successful, sustai...
How can we overcome obstacles and mobilize investments for successful, sustai...
World Agroforestry (ICRAF)
 
Forest and agroforesty options for building resilience in refugee situations:...
Forest and agroforesty options for building resilience in refugee situations:...Forest and agroforesty options for building resilience in refugee situations:...
Forest and agroforesty options for building resilience in refugee situations:...
World Agroforestry (ICRAF)
 
How local application of agroecological principles can transform food systems
How local application of agroecological principles can transform food systemsHow local application of agroecological principles can transform food systems
How local application of agroecological principles can transform food systems
World Agroforestry (ICRAF)
 
Agroforestry systems for restoration in Brazil: reconciling social and ecolo...
Agroforestry systems for restoration in Brazil:  reconciling social and ecolo...Agroforestry systems for restoration in Brazil:  reconciling social and ecolo...
Agroforestry systems for restoration in Brazil: reconciling social and ecolo...
World Agroforestry (ICRAF)
 
Vulnerabilities of forests and forest dependent people
Vulnerabilities of forests and forest dependent peopleVulnerabilities of forests and forest dependent people
Vulnerabilities of forests and forest dependent people
World Agroforestry (ICRAF)
 
Pests and diseases of trees in Africa: review of a growing emergency
Pests and diseases of trees in Africa: review of a growing emergencyPests and diseases of trees in Africa: review of a growing emergency
Pests and diseases of trees in Africa: review of a growing emergency
World Agroforestry (ICRAF)
 
Wall posters on habitat distribution of nine tree species in Ethiopia
Wall posters on habitat distribution of nine tree species in EthiopiaWall posters on habitat distribution of nine tree species in Ethiopia
Wall posters on habitat distribution of nine tree species in Ethiopia
World Agroforestry (ICRAF)
 
Not all roads lead to Rome: Inclusive business models and responsible finance...
Not all roads lead to Rome: Inclusive business models and responsible finance...Not all roads lead to Rome: Inclusive business models and responsible finance...
Not all roads lead to Rome: Inclusive business models and responsible finance...
World Agroforestry (ICRAF)
 
Decent work and economic growth: Potential impacts of SDG 8 on forests and fo...
Decent work and economic growth: Potential impacts of SDG 8 on forests and fo...Decent work and economic growth: Potential impacts of SDG 8 on forests and fo...
Decent work and economic growth: Potential impacts of SDG 8 on forests and fo...
World Agroforestry (ICRAF)
 
Forest conservation and socio-economic benefits through community forest conc...
Forest conservation and socio-economic benefits through community forest conc...Forest conservation and socio-economic benefits through community forest conc...
Forest conservation and socio-economic benefits through community forest conc...
World Agroforestry (ICRAF)
 
Sustainable land management for improved livelihoods and environmental sustai...
Sustainable land management for improved livelihoods and environmental sustai...Sustainable land management for improved livelihoods and environmental sustai...
Sustainable land management for improved livelihoods and environmental sustai...
World Agroforestry (ICRAF)
 
Rangeland Management in Africa Research and case studies
Rangeland Management in Africa Research and case studiesRangeland Management in Africa Research and case studies
Rangeland Management in Africa Research and case studies
World Agroforestry (ICRAF)
 
Sustainable transition of shifting cultivation systems for land degradation n...
Sustainable transition of shifting cultivation systems for land degradation n...Sustainable transition of shifting cultivation systems for land degradation n...
Sustainable transition of shifting cultivation systems for land degradation n...
World Agroforestry (ICRAF)
 
Understanding farmer behavior and options to improve outcomes
Understanding farmer behavior and options to improve outcomesUnderstanding farmer behavior and options to improve outcomes
Understanding farmer behavior and options to improve outcomes
World Agroforestry (ICRAF)
 
Scaling watershed development in India
Scaling watershed development in IndiaScaling watershed development in India
Scaling watershed development in India
World Agroforestry (ICRAF)
 
NRM Innovations for Risk Management and Agricultural Transformation in Semiar...
NRM Innovations for Risk Management and Agricultural Transformation in Semiar...NRM Innovations for Risk Management and Agricultural Transformation in Semiar...
NRM Innovations for Risk Management and Agricultural Transformation in Semiar...
World Agroforestry (ICRAF)
 
Combining land restoration and livelihoods - examples from Niger
Combining land restoration and livelihoods - examples from NigerCombining land restoration and livelihoods - examples from Niger
Combining land restoration and livelihoods - examples from Niger
World Agroforestry (ICRAF)
 

More from World Agroforestry (ICRAF) (20)

Resilience of rubber based agroforestry facing global change
Resilience of rubber based agroforestry facing global changeResilience of rubber based agroforestry facing global change
Resilience of rubber based agroforestry facing global change
 
DryDev Closeout Webinar 30th June 2020
DryDev Closeout Webinar 30th June 2020DryDev Closeout Webinar 30th June 2020
DryDev Closeout Webinar 30th June 2020
 
Farmland Biodiversity
Farmland BiodiversityFarmland Biodiversity
Farmland Biodiversity
 
How can we overcome obstacles and mobilize investments for successful, sustai...
How can we overcome obstacles and mobilize investments for successful, sustai...How can we overcome obstacles and mobilize investments for successful, sustai...
How can we overcome obstacles and mobilize investments for successful, sustai...
 
Forest and agroforesty options for building resilience in refugee situations:...
Forest and agroforesty options for building resilience in refugee situations:...Forest and agroforesty options for building resilience in refugee situations:...
Forest and agroforesty options for building resilience in refugee situations:...
 
How local application of agroecological principles can transform food systems
How local application of agroecological principles can transform food systemsHow local application of agroecological principles can transform food systems
How local application of agroecological principles can transform food systems
 
Agroforestry systems for restoration in Brazil: reconciling social and ecolo...
Agroforestry systems for restoration in Brazil:  reconciling social and ecolo...Agroforestry systems for restoration in Brazil:  reconciling social and ecolo...
Agroforestry systems for restoration in Brazil: reconciling social and ecolo...
 
Vulnerabilities of forests and forest dependent people
Vulnerabilities of forests and forest dependent peopleVulnerabilities of forests and forest dependent people
Vulnerabilities of forests and forest dependent people
 
Pests and diseases of trees in Africa: review of a growing emergency
Pests and diseases of trees in Africa: review of a growing emergencyPests and diseases of trees in Africa: review of a growing emergency
Pests and diseases of trees in Africa: review of a growing emergency
 
Wall posters on habitat distribution of nine tree species in Ethiopia
Wall posters on habitat distribution of nine tree species in EthiopiaWall posters on habitat distribution of nine tree species in Ethiopia
Wall posters on habitat distribution of nine tree species in Ethiopia
 
Not all roads lead to Rome: Inclusive business models and responsible finance...
Not all roads lead to Rome: Inclusive business models and responsible finance...Not all roads lead to Rome: Inclusive business models and responsible finance...
Not all roads lead to Rome: Inclusive business models and responsible finance...
 
Decent work and economic growth: Potential impacts of SDG 8 on forests and fo...
Decent work and economic growth: Potential impacts of SDG 8 on forests and fo...Decent work and economic growth: Potential impacts of SDG 8 on forests and fo...
Decent work and economic growth: Potential impacts of SDG 8 on forests and fo...
 
Forest conservation and socio-economic benefits through community forest conc...
Forest conservation and socio-economic benefits through community forest conc...Forest conservation and socio-economic benefits through community forest conc...
Forest conservation and socio-economic benefits through community forest conc...
 
Sustainable land management for improved livelihoods and environmental sustai...
Sustainable land management for improved livelihoods and environmental sustai...Sustainable land management for improved livelihoods and environmental sustai...
Sustainable land management for improved livelihoods and environmental sustai...
 
Rangeland Management in Africa Research and case studies
Rangeland Management in Africa Research and case studiesRangeland Management in Africa Research and case studies
Rangeland Management in Africa Research and case studies
 
Sustainable transition of shifting cultivation systems for land degradation n...
Sustainable transition of shifting cultivation systems for land degradation n...Sustainable transition of shifting cultivation systems for land degradation n...
Sustainable transition of shifting cultivation systems for land degradation n...
 
Understanding farmer behavior and options to improve outcomes
Understanding farmer behavior and options to improve outcomesUnderstanding farmer behavior and options to improve outcomes
Understanding farmer behavior and options to improve outcomes
 
Scaling watershed development in India
Scaling watershed development in IndiaScaling watershed development in India
Scaling watershed development in India
 
NRM Innovations for Risk Management and Agricultural Transformation in Semiar...
NRM Innovations for Risk Management and Agricultural Transformation in Semiar...NRM Innovations for Risk Management and Agricultural Transformation in Semiar...
NRM Innovations for Risk Management and Agricultural Transformation in Semiar...
 
Combining land restoration and livelihoods - examples from Niger
Combining land restoration and livelihoods - examples from NigerCombining land restoration and livelihoods - examples from Niger
Combining land restoration and livelihoods - examples from Niger
 

Recently uploaded

RESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptxRESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
zuzanka
 
NIPER 2024 MEMORY BASED QUESTIONS.ANSWERS TO NIPER 2024 QUESTIONS.NIPER JEE 2...
NIPER 2024 MEMORY BASED QUESTIONS.ANSWERS TO NIPER 2024 QUESTIONS.NIPER JEE 2...NIPER 2024 MEMORY BASED QUESTIONS.ANSWERS TO NIPER 2024 QUESTIONS.NIPER JEE 2...
NIPER 2024 MEMORY BASED QUESTIONS.ANSWERS TO NIPER 2024 QUESTIONS.NIPER JEE 2...
Payaamvohra1
 
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.pptLevel 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Henry Hollis
 
How to Fix [Errno 98] address already in use
How to Fix [Errno 98] address already in useHow to Fix [Errno 98] address already in use
How to Fix [Errno 98] address already in use
Celine George
 
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 8 - CẢ NĂM - FRIENDS PLUS - NĂM HỌC 2023-2024 (B...
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 8 - CẢ NĂM - FRIENDS PLUS - NĂM HỌC 2023-2024 (B...BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 8 - CẢ NĂM - FRIENDS PLUS - NĂM HỌC 2023-2024 (B...
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 8 - CẢ NĂM - FRIENDS PLUS - NĂM HỌC 2023-2024 (B...
Nguyen Thanh Tu Collection
 
skeleton System.pdf (skeleton system wow)
skeleton System.pdf (skeleton system wow)skeleton System.pdf (skeleton system wow)
skeleton System.pdf (skeleton system wow)
Mohammad Al-Dhahabi
 
220711130097 Tulip Samanta Concept of Information and Communication Technology
220711130097 Tulip Samanta Concept of Information and Communication Technology220711130097 Tulip Samanta Concept of Information and Communication Technology
220711130097 Tulip Samanta Concept of Information and Communication Technology
Kalna College
 
Accounting for Restricted Grants When and How To Record Properly
Accounting for Restricted Grants  When and How To Record ProperlyAccounting for Restricted Grants  When and How To Record Properly
Accounting for Restricted Grants When and How To Record Properly
TechSoup
 
How to Manage Reception Report in Odoo 17
How to Manage Reception Report in Odoo 17How to Manage Reception Report in Odoo 17
How to Manage Reception Report in Odoo 17
Celine George
 
THE SACRIFICE HOW PRO-PALESTINE PROTESTS STUDENTS ARE SACRIFICING TO CHANGE T...
THE SACRIFICE HOW PRO-PALESTINE PROTESTS STUDENTS ARE SACRIFICING TO CHANGE T...THE SACRIFICE HOW PRO-PALESTINE PROTESTS STUDENTS ARE SACRIFICING TO CHANGE T...
THE SACRIFICE HOW PRO-PALESTINE PROTESTS STUDENTS ARE SACRIFICING TO CHANGE T...
indexPub
 
Oliver Asks for More by Charles Dickens (9)
Oliver Asks for More by Charles Dickens (9)Oliver Asks for More by Charles Dickens (9)
Oliver Asks for More by Charles Dickens (9)
nitinpv4ai
 
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) CurriculumPhilippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
MJDuyan
 
Pharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brubPharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brub
danielkiash986
 
How to Setup Default Value for a Field in Odoo 17
How to Setup Default Value for a Field in Odoo 17How to Setup Default Value for a Field in Odoo 17
How to Setup Default Value for a Field in Odoo 17
Celine George
 
KHUSWANT SINGH.pptx ALL YOU NEED TO KNOW ABOUT KHUSHWANT SINGH
KHUSWANT SINGH.pptx ALL YOU NEED TO KNOW ABOUT KHUSHWANT SINGHKHUSWANT SINGH.pptx ALL YOU NEED TO KNOW ABOUT KHUSHWANT SINGH
KHUSWANT SINGH.pptx ALL YOU NEED TO KNOW ABOUT KHUSHWANT SINGH
shreyassri1208
 
Skimbleshanks-The-Railway-Cat by T S Eliot
Skimbleshanks-The-Railway-Cat by T S EliotSkimbleshanks-The-Railway-Cat by T S Eliot
Skimbleshanks-The-Railway-Cat by T S Eliot
nitinpv4ai
 
Simple-Present-Tense xxxxxxxxxxxxxxxxxxx
Simple-Present-Tense xxxxxxxxxxxxxxxxxxxSimple-Present-Tense xxxxxxxxxxxxxxxxxxx
Simple-Present-Tense xxxxxxxxxxxxxxxxxxx
RandolphRadicy
 
A Free 200-Page eBook ~ Brain and Mind Exercise.pptx
A Free 200-Page eBook ~ Brain and Mind Exercise.pptxA Free 200-Page eBook ~ Brain and Mind Exercise.pptx
A Free 200-Page eBook ~ Brain and Mind Exercise.pptx
OH TEIK BIN
 
Contiguity Of Various Message Forms - Rupam Chandra.pptx
Contiguity Of Various Message Forms - Rupam Chandra.pptxContiguity Of Various Message Forms - Rupam Chandra.pptx
Contiguity Of Various Message Forms - Rupam Chandra.pptx
Kalna College
 
CIS 4200-02 Group 1 Final Project Report (1).pdf
CIS 4200-02 Group 1 Final Project Report (1).pdfCIS 4200-02 Group 1 Final Project Report (1).pdf
CIS 4200-02 Group 1 Final Project Report (1).pdf
blueshagoo1
 

Recently uploaded (20)

RESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptxRESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
 
NIPER 2024 MEMORY BASED QUESTIONS.ANSWERS TO NIPER 2024 QUESTIONS.NIPER JEE 2...
NIPER 2024 MEMORY BASED QUESTIONS.ANSWERS TO NIPER 2024 QUESTIONS.NIPER JEE 2...NIPER 2024 MEMORY BASED QUESTIONS.ANSWERS TO NIPER 2024 QUESTIONS.NIPER JEE 2...
NIPER 2024 MEMORY BASED QUESTIONS.ANSWERS TO NIPER 2024 QUESTIONS.NIPER JEE 2...
 
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.pptLevel 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
 
How to Fix [Errno 98] address already in use
How to Fix [Errno 98] address already in useHow to Fix [Errno 98] address already in use
How to Fix [Errno 98] address already in use
 
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 8 - CẢ NĂM - FRIENDS PLUS - NĂM HỌC 2023-2024 (B...
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 8 - CẢ NĂM - FRIENDS PLUS - NĂM HỌC 2023-2024 (B...BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 8 - CẢ NĂM - FRIENDS PLUS - NĂM HỌC 2023-2024 (B...
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 8 - CẢ NĂM - FRIENDS PLUS - NĂM HỌC 2023-2024 (B...
 
skeleton System.pdf (skeleton system wow)
skeleton System.pdf (skeleton system wow)skeleton System.pdf (skeleton system wow)
skeleton System.pdf (skeleton system wow)
 
220711130097 Tulip Samanta Concept of Information and Communication Technology
220711130097 Tulip Samanta Concept of Information and Communication Technology220711130097 Tulip Samanta Concept of Information and Communication Technology
220711130097 Tulip Samanta Concept of Information and Communication Technology
 
Accounting for Restricted Grants When and How To Record Properly
Accounting for Restricted Grants  When and How To Record ProperlyAccounting for Restricted Grants  When and How To Record Properly
Accounting for Restricted Grants When and How To Record Properly
 
How to Manage Reception Report in Odoo 17
How to Manage Reception Report in Odoo 17How to Manage Reception Report in Odoo 17
How to Manage Reception Report in Odoo 17
 
THE SACRIFICE HOW PRO-PALESTINE PROTESTS STUDENTS ARE SACRIFICING TO CHANGE T...
THE SACRIFICE HOW PRO-PALESTINE PROTESTS STUDENTS ARE SACRIFICING TO CHANGE T...THE SACRIFICE HOW PRO-PALESTINE PROTESTS STUDENTS ARE SACRIFICING TO CHANGE T...
THE SACRIFICE HOW PRO-PALESTINE PROTESTS STUDENTS ARE SACRIFICING TO CHANGE T...
 
Oliver Asks for More by Charles Dickens (9)
Oliver Asks for More by Charles Dickens (9)Oliver Asks for More by Charles Dickens (9)
Oliver Asks for More by Charles Dickens (9)
 
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) CurriculumPhilippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
 
Pharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brubPharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brub
 
How to Setup Default Value for a Field in Odoo 17
How to Setup Default Value for a Field in Odoo 17How to Setup Default Value for a Field in Odoo 17
How to Setup Default Value for a Field in Odoo 17
 
KHUSWANT SINGH.pptx ALL YOU NEED TO KNOW ABOUT KHUSHWANT SINGH
KHUSWANT SINGH.pptx ALL YOU NEED TO KNOW ABOUT KHUSHWANT SINGHKHUSWANT SINGH.pptx ALL YOU NEED TO KNOW ABOUT KHUSHWANT SINGH
KHUSWANT SINGH.pptx ALL YOU NEED TO KNOW ABOUT KHUSHWANT SINGH
 
Skimbleshanks-The-Railway-Cat by T S Eliot
Skimbleshanks-The-Railway-Cat by T S EliotSkimbleshanks-The-Railway-Cat by T S Eliot
Skimbleshanks-The-Railway-Cat by T S Eliot
 
Simple-Present-Tense xxxxxxxxxxxxxxxxxxx
Simple-Present-Tense xxxxxxxxxxxxxxxxxxxSimple-Present-Tense xxxxxxxxxxxxxxxxxxx
Simple-Present-Tense xxxxxxxxxxxxxxxxxxx
 
A Free 200-Page eBook ~ Brain and Mind Exercise.pptx
A Free 200-Page eBook ~ Brain and Mind Exercise.pptxA Free 200-Page eBook ~ Brain and Mind Exercise.pptx
A Free 200-Page eBook ~ Brain and Mind Exercise.pptx
 
Contiguity Of Various Message Forms - Rupam Chandra.pptx
Contiguity Of Various Message Forms - Rupam Chandra.pptxContiguity Of Various Message Forms - Rupam Chandra.pptx
Contiguity Of Various Message Forms - Rupam Chandra.pptx
 
CIS 4200-02 Group 1 Final Project Report (1).pdf
CIS 4200-02 Group 1 Final Project Report (1).pdfCIS 4200-02 Group 1 Final Project Report (1).pdf
CIS 4200-02 Group 1 Final Project Report (1).pdf
 

Session 5.2 Quantification of tree root distribution and biomass

  • 1. New tools and paradigms Using Ground Penetrating Radar in Agroforestry Systems: Quantification of Tree Root Distribution and Biomass Kira A. Borden & Dr. Marney E. Isaac University of Toronto, Canada
  • 2. Managed multispecies ecosystems • Interspecific variation • Intraspecific plasticity • Community-level processes Photo credits: M. Isaac
  • 3. The hidden halfof trees • 20 to 40% of tree biomass located belowground (Brunner and Godbold 2007) • Trade-offs relating to nutrient acquisition between competition and improved cycling • Research limited by methodological constraints Photo credit: M. Isaac
  • 4. Non-intrusive belowground study k = dielectric constant of a medium Figure from Isaac & Anglaaere, 2013, Ecology and Evolution
  • 5. Coarse root detections 0.5 m 0.5 m 0.7 m Photo credits: K. Borden
  • 6. Objectives Biomass estimation Distribution detection Tree-based intercropping Canada Photo credit: K. Borden C storage Nutrient acquisition Cocoa-shade Ghana Photo credit: M. Isaac
  • 9. Biomass estimation 5.1g 66.9 cm2 82.2g 355.7 cm2 Borden et al. under review
  • 10. Biomass estimation P = 0.0003 Photo credit: K. Borden 54.1 ± 8.7 kg tree1 (n=12) 54.8 ± 8.3 kg tree-1 (n=12) Photo credit: K. Borden Borden et al. under review
  • 11. Distribution detection Figure from Isaac & Anglaaere, 2013, Ecology and Evolution 20 50 60 70 5 4 3 2 1 0 0 0 1 1 2 3 3 2 X (m) x (m) 4 4 5 1 3 2 y (m) 4 Y (m) -0.4 40 -0.5 30 -0.6 -0.3 10 -0.7 Depth (m) -0.2 Depth (cm) -0.1 0.0 Reflection points of detected spruce tree roots
  • 12. Interspecific root plasticity Picea abies n=2 Juglans nigra n=3 • Coarse root depth data show distinct rooting patterns across five tree species • Deep-rooted tree species below crop rooting zone Borden et al. in preparation
  • 13. Intraspecific root plasticity (n = 12) Isaac et al. 2014, Agriculture, Ecosystems and Environment
  • 14. Importance to agroforestry Biomass estimation Distribution detection C storage Nutrient acquisition C storage species-specific root C concentrations Acquisition zones δ18O isotopic signature matching Site-level C storage in coarse roots: 2.3 Mg C ha-1 (Borden et al. under review) Larger zone of acquisition for cocoa with shade tree under sandy loam soils (Isaac et al. 2014)
  • 15. Thank you World Congress on Agroforestry conference organizers Forestry Research Institute of Ghana (Dr. Luke Anglaaere, Dr. Stephen Adu-Bredu) The Faculty of Forestry, University of Toronto (Dr. Sean Thomas) The University of Guelph, Canada (Dr. Naresh Thevathasan, Dr. Andrew Gordon, Amy Wotherspoon) Photo credit: K. Borden Agriculture and Agri-Food Canada Natural Sciences and Engineering Research Council of Canada

Editor's Notes

  1. Good morning. For this presentation I will provide an overview of the work done to-date from our research group based at the University of Toronto, delving into the techniques of using ground penetrating radar as a non-intrusive tool for tree root study. To do so I will highlight some first-time applications of this technology within agroforestry systems that were tested and validated during research associated with my masters degree as well as research lead by my supervisor Dr. Marney Isaac.
  2. Ecological research on aboveground plant morphology and function report variations between species as well as variations within species under different growing conditions and pressures. These plant traits have important implications when scaled up to the community level, or in the context of agroforestry when scaled-up to the farm or landscape level.***However, how these processes play out belowground is arguably less understood.
  3. Accuracy can be confirmed through what we call ground-truthing. The root reflections observed in the GPR data are checked by presence or absence of tree root in the soil. This can be completed in the field during data collection by pin-pointing root reflections and digging to the location. A more thorough examination of accuracy can be done through comparison of identified root reflections and the matched exposed soil profile, accounting for any missed detections.
  4. Our research group aims to advance the use of GPR in tree root ecology research for biomass estimation and distribution detection in order to answer C storage and nutrient acquisition questions. In this regard we have used two dominant agroforestry systems to carry out these studies:****Left: TBI system in Guelph Ontario Canada; 25 years oldGlycine max - Juglans nigraRight: Cocoa-shade system outside Kumasi, Ghana; 12 years oldTheobroma cacao - Terminalia ivorensis
  5. In order to estimate biomass from GPR data, we need to develop a relationship between root biomass and the corresponding GPR signal response. First, radar images are processed to delineate root cross sectional area. ***Second, measured root biomass is matched with the cross-sectional area delineated in the processed GPR images. The top GPR image has less cross sectional area and associated with lower biomass. ***Finally, these matched data points are used to describe the relationship between GPR signal response and root biomass, which then can be used to estimate total root biomass.
  6. From the study in Canada, the total tree root biomass estimates correlated strongly with root biomass that was subsequently measured from complete excavations. The y-axis is the biomass per tree estimated from GPR data and the x-axis is the biomass measured from excavation. Mean root biomass for all the trees were close to a 1% difference.
  7. Thinking back to the original GPR data, we can also conduct a different form of analysis that detects the distribution of root systems. To do so, we identify root reflection patterns across all GPR images, which provides detected root locations as x, y, z coordinates, pictured in the figure at the bottom. These data are from the Canadian site where soil conditions were favourable to radar signal penetration and roots were detected at depths to 70cm.
  8. At the Canadian site, variations in rooting patterns across 5 tree species were detected with this technique. The spruce tree (depicted on the left) had a higher proportion of roots located at shallow depths, thus a shallower root distribution than the walnut (depicted on the right). Crop roots are assumed to be predominantly located in the top 30 cm of the soil profile, indicated by the shaded areas on the figures. Deeper root systems, like the walnut, may support improved nutrient cycling.
  9. From the studies completed in Ghana, GPR detected within-species plasticity of vertical root distribution. Cocoa coarse roots were shown to vary depending on if they were in a cocoa monoculture or in the presence of a shade tree. The figure shown displays soil depth on the y-axis in increments of 10cm and the x-axis is the frequency as a percentage of coarse roots occurring at each depth interval. The solid points are the data from cocoa root systems in monoculture and open points are those of cocoa roots in cocoa-shade tree mixture.
  10. Returning to our research objectives that look to answer important questions pertaining to agroforestry, specifically those on the topics of carbon storage and nutrient acquisition, we can combine the GPR-derived coarse root architecture information with other sampling and laboratory techniques in order to better describe the functioning of root systems in a way that is more context-accurate.****At the tree-intercropping site in Canada (pictured on the left): species-specific carbon analysis complimented biomass estimates to quantify carbon storage at the tree and site level.****At the cocoa-shade system in Ghana (pictured on the right): Vertical root distribution was linked with the depth where naturally occruing isotopic signatures of soil water matched those found in plant xlyem water.Therefore, when subsurface conditions are favourable for radar signals, the use of GPR to detect and quantify tree root systems can be an effective tool for understanding trees’ role in belowground processes in an agro-ecosystem. Importantly, this can be done to account for modifications that can be induced from differing environments, soil conditions, or management practices.
  11. Thanks to the organizers of this conference, our research collaborators, and funders.Borden, Kira A, Marney E Isaac, Naresh V Thevathasan, Andrew M Gordon, and Sean C Thomas. “Agroforestry Systems Estimating Coarse Root Biomass with Ground Penetrating Radar in a Tree-Based Intercropping System.” Agroforestry Systems. Under reviewBorden, Kira A, Sean C Thomas, and Marney E Isaac. Working title: “Evaluating tree root distribution with the use of ground penetrating radar in a tree-based intercropping system in Southern Ontario, Canada” In preparation.Isaac, Marney E, and Luke CN Anglaaere. 2013. “An in Situ Approach to Detect Tree Root Ecology: Linking Ground-Penetrating Radar Imaging to Isotope-Derived Water Acquisition Zones.” Ecology and Evolution 3(5): 1330–39.Isaac, Marney E, Luke CN Anglaaere, Kira A Borden, and Stephen Adu-Bredu. 2014. “Intraspecific Root Plasticity in Agroforestry Systems Across Edaphic Conditions.” Agriculture, Ecosystems & Environment 185: 16–23.