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 half of 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

-0.4

40
50
60
70

5
4

3
2
1

0

0

1
1

2

3
3

2

X (m)

x (m)

0

4
4

5

1

2

3

y (m)

4

Y (m)

-0.2
-0.3

30

-0.5

Depth (m)

20

-0.6

10

-0.7

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

Mycorrhizal presentation, Megan McLin, Hubbard Brook REU talks
Mycorrhizal presentation, Megan McLin, Hubbard Brook REU talks Mycorrhizal presentation, Megan McLin, Hubbard Brook REU talks
Mycorrhizal presentation, Megan McLin, Hubbard Brook REU talks
melnhe
 
Unst 180 a 4.18
Unst 180 a 4.18Unst 180 a 4.18
Unst 180 a 4.18
Mark Griffith
 
Root experiment FORECOMAN
Root experiment FORECOMANRoot experiment FORECOMAN
Root experiment FORECOMAN
Liam Donnelly
 
Bilobate Project
Bilobate ProjectBilobate Project
Bilobate Project
Elie Aboulafia
 
Phenotyping for tolerance to abiotic stresses
Phenotyping for tolerance to abiotic stresses Phenotyping for tolerance to abiotic stresses
Phenotyping for tolerance to abiotic stresses
International Institute of Tropical Agriculture
 
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
 
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
 
Fine roots dynamics in trees
Fine roots dynamics in treesFine roots dynamics in trees
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
 
Poster aps2020 (sapkota, yub)
Poster aps2020 (sapkota, yub)Poster aps2020 (sapkota, yub)
Poster aps2020 (sapkota, yub)
Yub Raj Sapkota
 
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
 
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
 
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.
 
M41037781
M41037781M41037781
M41037781
IJERA Editor
 
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
 
Teaching Forest Stand Dynamics
Teaching Forest Stand DynamicsTeaching Forest Stand Dynamics
Teaching Forest Stand Dynamics
Edward Wilson
 
H0352046053
H0352046053H0352046053
H0352046053
inventionjournals
 
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 (18)

Mycorrhizal presentation, Megan McLin, Hubbard Brook REU talks
Mycorrhizal presentation, Megan McLin, Hubbard Brook REU talks Mycorrhizal presentation, Megan McLin, Hubbard Brook REU talks
Mycorrhizal presentation, Megan McLin, Hubbard Brook REU talks
 
Unst 180 a 4.18
Unst 180 a 4.18Unst 180 a 4.18
Unst 180 a 4.18
 
Root experiment FORECOMAN
Root experiment FORECOMANRoot experiment FORECOMAN
Root experiment FORECOMAN
 
Bilobate Project
Bilobate ProjectBilobate Project
Bilobate Project
 
Phenotyping for tolerance to abiotic stresses
Phenotyping for tolerance to abiotic stresses Phenotyping for tolerance to abiotic stresses
Phenotyping for tolerance to abiotic stresses
 
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)
 
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
 
Fine roots dynamics in trees
Fine roots dynamics in treesFine roots dynamics in trees
Fine roots dynamics in trees
 
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
 
Poster aps2020 (sapkota, yub)
Poster aps2020 (sapkota, yub)Poster aps2020 (sapkota, yub)
Poster aps2020 (sapkota, yub)
 
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)
 
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 ...
 
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
 
M41037781
M41037781M41037781
M41037781
 
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...
 
Teaching Forest Stand Dynamics
Teaching Forest Stand DynamicsTeaching Forest Stand Dynamics
Teaching Forest Stand Dynamics
 
H0352046053
H0352046053H0352046053
H0352046053
 
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
 

Similar to Session 5.2 Agroforestry Systems: Quantification of Tree Root Distribution and Biomass

Session 5.2 Quantification of tree root distribution and biomass
Session 5.2 Quantification of tree root distribution and biomassSession 5.2 Quantification of tree root distribution and biomass
Session 5.2 Quantification of tree root distribution and biomass
World Agroforestry (ICRAF)
 
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
 
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
 
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
 
Thesis Proposal Presentation
Thesis Proposal PresentationThesis Proposal Presentation
Thesis Proposal Presentation
kpotterf
 
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
 
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)
 
Shoestring2014 5-decomp
Shoestring2014 5-decompShoestring2014 5-decomp
Shoestring2014 5-decomp
melnhe
 
Horticultural research in kogi state.pptx
Horticultural research in kogi state.pptxHorticultural research in kogi state.pptx
Horticultural research in kogi state.pptx
SalifuUfedoMeshach
 
PHD PRO PRESENATION.pptx
PHD PRO PRESENATION.pptxPHD PRO PRESENATION.pptx
PHD PRO PRESENATION.pptx
MichaelAsigbaase1
 
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
 
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
 
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
 
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
 
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
 
Tree regeneration, Fenner School July 2009
Tree regeneration, Fenner School July 2009Tree regeneration, Fenner School July 2009
Tree regeneration, Fenner School July 2009
joernfischer
 

Similar to Session 5.2 Agroforestry Systems: Quantification of Tree Root Distribution and Biomass (20)

Session 5.2 Quantification of tree root distribution and biomass
Session 5.2 Quantification of tree root distribution and biomassSession 5.2 Quantification of tree root distribution and biomass
Session 5.2 Quantification of tree root distribution and biomass
 
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
 
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
 
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...
 
Thesis Proposal Presentation
Thesis Proposal PresentationThesis Proposal Presentation
Thesis Proposal Presentation
 
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
 
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
 
Shoestring2014 5-decomp
Shoestring2014 5-decompShoestring2014 5-decomp
Shoestring2014 5-decomp
 
Horticultural research in kogi state.pptx
Horticultural research in kogi state.pptxHorticultural research in kogi state.pptx
Horticultural research in kogi state.pptx
 
PHD PRO PRESENATION.pptx
PHD PRO PRESENATION.pptxPHD PRO PRESENATION.pptx
PHD PRO PRESENATION.pptx
 
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
 
Mid-Term presentation_ Akayezu MSc thesis
Mid-Term presentation_ Akayezu MSc thesis Mid-Term presentation_ Akayezu MSc thesis
Mid-Term presentation_ Akayezu MSc thesis
 
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...
 
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...
 
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
 
Tree regeneration, Fenner School July 2009
Tree regeneration, Fenner School July 2009Tree regeneration, Fenner School July 2009
Tree regeneration, Fenner School July 2009
 

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

LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UPLAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
RAHUL
 
IGCSE Biology Chapter 14- Reproduction in Plants.pdf
IGCSE Biology Chapter 14- Reproduction in Plants.pdfIGCSE Biology Chapter 14- Reproduction in Plants.pdf
IGCSE Biology Chapter 14- Reproduction in Plants.pdf
Amin Marwan
 
How to Make a Field Mandatory in Odoo 17
How to Make a Field Mandatory in Odoo 17How to Make a Field Mandatory in Odoo 17
How to Make a Field Mandatory in Odoo 17
Celine George
 
B. Ed Syllabus for babasaheb ambedkar education university.pdf
B. Ed Syllabus for babasaheb ambedkar education university.pdfB. Ed Syllabus for babasaheb ambedkar education university.pdf
B. Ed Syllabus for babasaheb ambedkar education university.pdf
BoudhayanBhattachari
 
คำศัพท์ คำพื้นฐานการอ่าน ภาษาอังกฤษ ระดับชั้น ม.1
คำศัพท์ คำพื้นฐานการอ่าน ภาษาอังกฤษ ระดับชั้น ม.1คำศัพท์ คำพื้นฐานการอ่าน ภาษาอังกฤษ ระดับชั้น ม.1
คำศัพท์ คำพื้นฐานการอ่าน ภาษาอังกฤษ ระดับชั้น ม.1
สมใจ จันสุกสี
 
The basics of sentences session 6pptx.pptx
The basics of sentences session 6pptx.pptxThe basics of sentences session 6pptx.pptx
The basics of sentences session 6pptx.pptx
heathfieldcps1
 
The History of Stoke Newington Street Names
The History of Stoke Newington Street NamesThe History of Stoke Newington Street Names
The History of Stoke Newington Street Names
History of Stoke Newington
 
How to Create a More Engaging and Human Online Learning Experience
How to Create a More Engaging and Human Online Learning Experience How to Create a More Engaging and Human Online Learning Experience
How to Create a More Engaging and Human Online Learning Experience
Wahiba Chair Training & Consulting
 
MARY JANE WILSON, A “BOA MÃE” .
MARY JANE WILSON, A “BOA MÃE”           .MARY JANE WILSON, A “BOA MÃE”           .
MARY JANE WILSON, A “BOA MÃE” .
Colégio Santa Teresinha
 
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
 
BBR 2024 Summer Sessions Interview Training
BBR  2024 Summer Sessions Interview TrainingBBR  2024 Summer Sessions Interview Training
BBR 2024 Summer Sessions Interview Training
Katrina Pritchard
 
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...
Nguyen Thanh Tu Collection
 
Gender and Mental Health - Counselling and Family Therapy Applications and In...
Gender and Mental Health - Counselling and Family Therapy Applications and In...Gender and Mental Health - Counselling and Family Therapy Applications and In...
Gender and Mental Health - Counselling and Family Therapy Applications and In...
PsychoTech Services
 
spot a liar (Haiqa 146).pptx Technical writhing and presentation skills
spot a liar (Haiqa 146).pptx Technical writhing and presentation skillsspot a liar (Haiqa 146).pptx Technical writhing and presentation skills
spot a liar (Haiqa 146).pptx Technical writhing and presentation skills
haiqairshad
 
NEWSPAPERS - QUESTION 1 - REVISION POWERPOINT.pptx
NEWSPAPERS - QUESTION 1 - REVISION POWERPOINT.pptxNEWSPAPERS - QUESTION 1 - REVISION POWERPOINT.pptx
NEWSPAPERS - QUESTION 1 - REVISION POWERPOINT.pptx
iammrhaywood
 
What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...
What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...
What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...
GeorgeMilliken2
 
math operations ued in python and all used
math operations ued in python and all usedmath operations ued in python and all used
math operations ued in python and all used
ssuser13ffe4
 
clinical examination of hip joint (1).pdf
clinical examination of hip joint (1).pdfclinical examination of hip joint (1).pdf
clinical examination of hip joint (1).pdf
Priyankaranawat4
 
Pengantar Penggunaan Flutter - Dart programming language1.pptx
Pengantar Penggunaan Flutter - Dart programming language1.pptxPengantar Penggunaan Flutter - Dart programming language1.pptx
Pengantar Penggunaan Flutter - Dart programming language1.pptx
Fajar Baskoro
 
How to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 InventoryHow to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 Inventory
Celine George
 

Recently uploaded (20)

LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UPLAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
 
IGCSE Biology Chapter 14- Reproduction in Plants.pdf
IGCSE Biology Chapter 14- Reproduction in Plants.pdfIGCSE Biology Chapter 14- Reproduction in Plants.pdf
IGCSE Biology Chapter 14- Reproduction in Plants.pdf
 
How to Make a Field Mandatory in Odoo 17
How to Make a Field Mandatory in Odoo 17How to Make a Field Mandatory in Odoo 17
How to Make a Field Mandatory in Odoo 17
 
B. Ed Syllabus for babasaheb ambedkar education university.pdf
B. Ed Syllabus for babasaheb ambedkar education university.pdfB. Ed Syllabus for babasaheb ambedkar education university.pdf
B. Ed Syllabus for babasaheb ambedkar education university.pdf
 
คำศัพท์ คำพื้นฐานการอ่าน ภาษาอังกฤษ ระดับชั้น ม.1
คำศัพท์ คำพื้นฐานการอ่าน ภาษาอังกฤษ ระดับชั้น ม.1คำศัพท์ คำพื้นฐานการอ่าน ภาษาอังกฤษ ระดับชั้น ม.1
คำศัพท์ คำพื้นฐานการอ่าน ภาษาอังกฤษ ระดับชั้น ม.1
 
The basics of sentences session 6pptx.pptx
The basics of sentences session 6pptx.pptxThe basics of sentences session 6pptx.pptx
The basics of sentences session 6pptx.pptx
 
The History of Stoke Newington Street Names
The History of Stoke Newington Street NamesThe History of Stoke Newington Street Names
The History of Stoke Newington Street Names
 
How to Create a More Engaging and Human Online Learning Experience
How to Create a More Engaging and Human Online Learning Experience How to Create a More Engaging and Human Online Learning Experience
How to Create a More Engaging and Human Online Learning Experience
 
MARY JANE WILSON, A “BOA MÃE” .
MARY JANE WILSON, A “BOA MÃE”           .MARY JANE WILSON, A “BOA MÃE”           .
MARY JANE WILSON, A “BOA MÃE” .
 
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
 
BBR 2024 Summer Sessions Interview Training
BBR  2024 Summer Sessions Interview TrainingBBR  2024 Summer Sessions Interview Training
BBR 2024 Summer Sessions Interview Training
 
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...
 
Gender and Mental Health - Counselling and Family Therapy Applications and In...
Gender and Mental Health - Counselling and Family Therapy Applications and In...Gender and Mental Health - Counselling and Family Therapy Applications and In...
Gender and Mental Health - Counselling and Family Therapy Applications and In...
 
spot a liar (Haiqa 146).pptx Technical writhing and presentation skills
spot a liar (Haiqa 146).pptx Technical writhing and presentation skillsspot a liar (Haiqa 146).pptx Technical writhing and presentation skills
spot a liar (Haiqa 146).pptx Technical writhing and presentation skills
 
NEWSPAPERS - QUESTION 1 - REVISION POWERPOINT.pptx
NEWSPAPERS - QUESTION 1 - REVISION POWERPOINT.pptxNEWSPAPERS - QUESTION 1 - REVISION POWERPOINT.pptx
NEWSPAPERS - QUESTION 1 - REVISION POWERPOINT.pptx
 
What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...
What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...
What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...
 
math operations ued in python and all used
math operations ued in python and all usedmath operations ued in python and all used
math operations ued in python and all used
 
clinical examination of hip joint (1).pdf
clinical examination of hip joint (1).pdfclinical examination of hip joint (1).pdf
clinical examination of hip joint (1).pdf
 
Pengantar Penggunaan Flutter - Dart programming language1.pptx
Pengantar Penggunaan Flutter - Dart programming language1.pptxPengantar Penggunaan Flutter - Dart programming language1.pptx
Pengantar Penggunaan Flutter - Dart programming language1.pptx
 
How to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 InventoryHow to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 Inventory
 

Session 5.2 Agroforestry Systems: 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 half of 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 -0.4 40 50 60 70 5 4 3 2 1 0 0 1 1 2 3 3 2 X (m) x (m) 0 4 4 5 1 2 3 y (m) 4 Y (m) -0.2 -0.3 30 -0.5 Depth (m) 20 -0.6 10 -0.7 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