SlideShare a Scribd company logo
1 of 11
1
Wood Pulp & Paper Palm Oil Beef Soy Leather
Prof David Wallom
University of Oxford e-Research Centre
2
Forest risk commodities expose supply chain participants to business risk
Reputational
OperationalLegislative
3
Production Point of Aggregation
Production
Point of Aggregation
Production
Point of Aggregation
Production Point of Aggregation
Weighted
Sum
Point of Aggregation
4
Production
Point of Aggregation
Production
Point of Aggregation
Production Point of Aggregation
Weighted
Sum
Point of Aggregation
Production Point of Aggregation
Weighted
Sum
Processor/Consumer
5
Municipal
ities
Export
Port
Import
Port
ProcessorCustomer
Farmer
Le ACME
Animal Feed
Sète
Paranaguá
Cocalinho
Novo São
Joaquim
Rondonópolis
…
Santos
Araguaiana
Barra do
Garças
Itiquira
…
São Francisco
Do Sul
…
Non tropical
Countries
---
I buy my animal
feed from
Le ACME
Animal Feed in
the South of
France
Supermarche
wants to know
if my pork
contributes to
deforestation?
Rondônia - Deforestation Trends
Rondônia is located almost entirely within the Legal Amazon and covers 243,044 km. The state is one of the most deforested in the
Brazilian Amazon, with tree cover of 157,601 km2 in 20132. Deforestation in Rondônia is largely a result of colonization projects and
the expansion of beef and soya production. As global demand grew in the 1960’s, beef production in Rondônia expanded. Road-
building enabled population growth and increased agricultural production. Consequently, state deforestation rates rocketed from the
1980s as land was cleared for pastures, croplands, and urban development. By 1991, Rondônia’s cattle herd was one of the largest in
Brazil, producing almost twice as much beef as the state consumed3. Rondônia’s beef industry continued to expand during subsequent
decades, with cattle herds in the Brazilian Amazon growing by 23 to 33% between 1995-96 and 20064. Large-scale soy production
began in Brazil in the 1990s. By the time the crop arrived in Rondônia, many areas suitable for soy production were already utilised as
cattle pasture. Soy expansion in the state thus often occurred on pastures, displacing cattle production and indirectly causing
deforestation. This trend became especially pronounced following the introduction of the Soy Moratorium in 2006, which saw Brazil’s
largest soya companies commit to avoid sourcing soya from land deforested after 2006.5 Deforestation rates in Rondônia remained
high until 2005, when forest loss decreased rapidly due to a combination of policy initiatives, industrial action, and decreased
consumer demand during the economic crisis6.
State Policy and Initiatives
The state government of Rondônia has supported the implementation of the Forest Code through creating a registry of rural
properties and promoting environmental licensing to create compliance with land use regulations. The state is also a member of the
Governors’ Climate and Forests Task Force (GCF), which seeks to reduce emissions from deforestation and establish governance
frameworks through the collaboration of its 29 member states and provinces. However, most action on protecting Rondônia’s
remaining forest is legislated through national policy.
Cabixi is a municipality in the
Brazilian state of Rondônia in the
North-West region of Brazil.
Unscaled Deforestation Ratio =
0.009
MEDIUM
5% of your Animal
Feed contributed
to deforestation
• Define the boundaries of what we consider High, Medium and Low Deforestation Ratio
– Time dependant to track and drive better practices
• Stakeholder engagement
– Engage with a range of specific targets within the supply chain of the pilot commodities and regions as well as with
government and civil‐society stakeholders in both producer and consumer countries
• Better Data
– Consistent machine readable international standardised data formats and access models
– Better ‘in countries of consumption’ tracking
– Open standardised platform for hosting and publishing – remove duplication without ‘vendor
lock in’
– Consistent and agreed methodologies to represent qualitative analyses
• To develop interface with users and mitigation support tools tailored to specific users.
• To integrate NGOs data and transparency tools such as Forest 500.
6
DELIVERING VALUE FROM BIG DATA 7
THE INSTITUTE FOR
ENVIRONMENTAL ANALYTICS
DELIVERING VALUE FROM BIG DATA
BIG DATA CHALLENGE…
Credit: www.mashable.com | Sven Sachsalber
DELIVERING VALUE FROM BIG DATA
ENVIRONMENTAL DATA PREDICTIONS
DELIVERING VALUE FROM BIG DATA
Copernicus (Sentinel) EO Data
10m
5m
3m
1m
Weekly Daily 5X Daily
GeoEye
WorldView Pleiades
EROS-
B
Spot
RapidEye
SkySat
Flock-1
Average Data Prices ($/Km2)
5
0
25 5 0.5 0.05
3000Kg 300Kg 30Kg 3Kg
Spacecraft Mass
Resolution
Revisit Time
Copyright © Satellite Applications Catapult Ltd 2014.
DELIVERING VALUE FROM BIG DATA
Gather
Model
Analyse
Display
Earth
Observation
Social
Media
Open
Data
Telecoms
Internet of
Things
11
DEMONSTRATORS

More Related Content

Similar to Working with Earth Observation Data, INFORM and the IEA

Mr. Nicolás Lucas - Addressing Deforestation at the Country Level
Mr. Nicolás Lucas - Addressing Deforestation at the Country LevelMr. Nicolás Lucas - Addressing Deforestation at the Country Level
Mr. Nicolás Lucas - Addressing Deforestation at the Country LevelJohn Blue
 
Companies analysis january_2015
Companies analysis january_2015Companies analysis january_2015
Companies analysis january_2015Sustainable Brands
 
Mr. Mathias Almeida - Responsible Sourcing Marfrig Beef
Mr. Mathias Almeida - Responsible Sourcing Marfrig BeefMr. Mathias Almeida - Responsible Sourcing Marfrig Beef
Mr. Mathias Almeida - Responsible Sourcing Marfrig BeefJohn Blue
 
How business can tackle deforestation – A make or break issue for Asia’s corp...
How business can tackle deforestation – A make or break issue for Asia’s corp...How business can tackle deforestation – A make or break issue for Asia’s corp...
How business can tackle deforestation – A make or break issue for Asia’s corp...Innovation Forum Publishing
 
Rspo cspo presentation may 2014
Rspo cspo presentation may 2014Rspo cspo presentation may 2014
Rspo cspo presentation may 2014Peter Meredith
 
Deforestation management briefing innovation forum august 2015
Deforestation management briefing innovation forum august 2015Deforestation management briefing innovation forum august 2015
Deforestation management briefing innovation forum august 2015Innovation Forum Publishing
 
ILRI overview
ILRI overview ILRI overview
ILRI overview ILRI
 
SalsaExplotation_UniBo_Presentation.pdf
SalsaExplotation_UniBo_Presentation.pdfSalsaExplotation_UniBo_Presentation.pdf
SalsaExplotation_UniBo_Presentation.pdfequipeagroplus
 
Salsa explotation unibo_presentation
Salsa explotation unibo_presentationSalsa explotation unibo_presentation
Salsa explotation unibo_presentationequipeagroplus
 
Food vs Energy: Crops for Energy
Food vs Energy: Crops for EnergyFood vs Energy: Crops for Energy
Food vs Energy: Crops for EnergyICRISAT
 
And what should we do today? Developing a research-for-development agenda for...
And what should we do today? Developing a research-for-development agenda for...And what should we do today? Developing a research-for-development agenda for...
And what should we do today? Developing a research-for-development agenda for...ILRI
 
Brazilian Forests: back to landscapes? Challenges and Strategies for Forest C...
Brazilian Forests: back to landscapes? Challenges and Strategies for Forest C...Brazilian Forests: back to landscapes? Challenges and Strategies for Forest C...
Brazilian Forests: back to landscapes? Challenges and Strategies for Forest C...CIFOR-ICRAF
 
Thais linhares fundo amazonia
Thais linhares   fundo amazoniaThais linhares   fundo amazonia
Thais linhares fundo amazoniatheREDDdesk
 
Informe de WWF: Enviado a la basura
Informe de WWF: Enviado a la basuraInforme de WWF: Enviado a la basura
Informe de WWF: Enviado a la basuraCristian Milciades
 
Mike May-'Los retos del Planeta y propuestas de soluciones desde la bioeconomía'
Mike May-'Los retos del Planeta y propuestas de soluciones desde la bioeconomía'Mike May-'Los retos del Planeta y propuestas de soluciones desde la bioeconomía'
Mike May-'Los retos del Planeta y propuestas de soluciones desde la bioeconomía'Fundación Ramón Areces
 
African Development Bank Livestock Investment Masterplan (LIVEMAP)
African Development Bank Livestock Investment Masterplan (LIVEMAP)African Development Bank Livestock Investment Masterplan (LIVEMAP)
African Development Bank Livestock Investment Masterplan (LIVEMAP)ILRI
 

Similar to Working with Earth Observation Data, INFORM and the IEA (20)

Joshua Bishop, WWF Australia - Presentation UNAA Sustainable Consumption and ...
Joshua Bishop, WWF Australia - Presentation UNAA Sustainable Consumption and ...Joshua Bishop, WWF Australia - Presentation UNAA Sustainable Consumption and ...
Joshua Bishop, WWF Australia - Presentation UNAA Sustainable Consumption and ...
 
Mr. Nicolás Lucas - Addressing Deforestation at the Country Level
Mr. Nicolás Lucas - Addressing Deforestation at the Country LevelMr. Nicolás Lucas - Addressing Deforestation at the Country Level
Mr. Nicolás Lucas - Addressing Deforestation at the Country Level
 
Companies analysis january_2015
Companies analysis january_2015Companies analysis january_2015
Companies analysis january_2015
 
Mr. Mathias Almeida - Responsible Sourcing Marfrig Beef
Mr. Mathias Almeida - Responsible Sourcing Marfrig BeefMr. Mathias Almeida - Responsible Sourcing Marfrig Beef
Mr. Mathias Almeida - Responsible Sourcing Marfrig Beef
 
How business can tackle deforestation – A make or break issue for Asia’s corp...
How business can tackle deforestation – A make or break issue for Asia’s corp...How business can tackle deforestation – A make or break issue for Asia’s corp...
How business can tackle deforestation – A make or break issue for Asia’s corp...
 
Rspo cspo presentation may 2014
Rspo cspo presentation may 2014Rspo cspo presentation may 2014
Rspo cspo presentation may 2014
 
Deforestation management briefing innovation forum august 2015
Deforestation management briefing innovation forum august 2015Deforestation management briefing innovation forum august 2015
Deforestation management briefing innovation forum august 2015
 
Lessons from Agricultural Commodity Supply Chain Interventions and REDD+
Lessons from Agricultural Commodity Supply Chain Interventions and REDD+Lessons from Agricultural Commodity Supply Chain Interventions and REDD+
Lessons from Agricultural Commodity Supply Chain Interventions and REDD+
 
ILRI overview
ILRI overview ILRI overview
ILRI overview
 
SalsaExplotation_UniBo_Presentation.pdf
SalsaExplotation_UniBo_Presentation.pdfSalsaExplotation_UniBo_Presentation.pdf
SalsaExplotation_UniBo_Presentation.pdf
 
Salsa explotation unibo_presentation
Salsa explotation unibo_presentationSalsa explotation unibo_presentation
Salsa explotation unibo_presentation
 
Food vs Energy: Crops for Energy
Food vs Energy: Crops for EnergyFood vs Energy: Crops for Energy
Food vs Energy: Crops for Energy
 
The CGIAR...
The CGIAR...The CGIAR...
The CGIAR...
 
And what should we do today? Developing a research-for-development agenda for...
And what should we do today? Developing a research-for-development agenda for...And what should we do today? Developing a research-for-development agenda for...
And what should we do today? Developing a research-for-development agenda for...
 
Brazilian Forests: back to landscapes? Challenges and Strategies for Forest C...
Brazilian Forests: back to landscapes? Challenges and Strategies for Forest C...Brazilian Forests: back to landscapes? Challenges and Strategies for Forest C...
Brazilian Forests: back to landscapes? Challenges and Strategies for Forest C...
 
Thais linhares fundo amazonia
Thais linhares   fundo amazoniaThais linhares   fundo amazonia
Thais linhares fundo amazonia
 
Informe de WWF: Enviado a la basura
Informe de WWF: Enviado a la basuraInforme de WWF: Enviado a la basura
Informe de WWF: Enviado a la basura
 
Mike May-'Los retos del Planeta y propuestas de soluciones desde la bioeconomía'
Mike May-'Los retos del Planeta y propuestas de soluciones desde la bioeconomía'Mike May-'Los retos del Planeta y propuestas de soluciones desde la bioeconomía'
Mike May-'Los retos del Planeta y propuestas de soluciones desde la bioeconomía'
 
African Development Bank Livestock Investment Masterplan (LIVEMAP)
African Development Bank Livestock Investment Masterplan (LIVEMAP)African Development Bank Livestock Investment Masterplan (LIVEMAP)
African Development Bank Livestock Investment Masterplan (LIVEMAP)
 
Forest Carbon Partnership Facility & BioCarbon Fund
Forest Carbon Partnership Facility & BioCarbon FundForest Carbon Partnership Facility & BioCarbon Fund
Forest Carbon Partnership Facility & BioCarbon Fund
 

More from David Wallom

Quantifying the impact of green leasing on energy use in a retail portfolio: ...
Quantifying the impact of green leasing on energy use in a retail portfolio: ...Quantifying the impact of green leasing on energy use in a retail portfolio: ...
Quantifying the impact of green leasing on energy use in a retail portfolio: ...David Wallom
 
Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...David Wallom
 
Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...David Wallom
 
The University of Oxford e-Research Centre
The University of Oxford e-Research CentreThe University of Oxford e-Research Centre
The University of Oxford e-Research CentreDavid Wallom
 
Introduction to Cloud Computing
Introduction to Cloud ComputingIntroduction to Cloud Computing
Introduction to Cloud ComputingDavid Wallom
 
Benefits of big data analytics in Smart Metering, ADEPT, WICKED and beyond
Benefits of big data analytics in Smart Metering,  ADEPT, WICKED and beyondBenefits of big data analytics in Smart Metering,  ADEPT, WICKED and beyond
Benefits of big data analytics in Smart Metering, ADEPT, WICKED and beyondDavid Wallom
 
Smarter Energy, Infrastruture service, consumtion analytics and applications
Smarter Energy, Infrastruture service, consumtion analytics and applicationsSmarter Energy, Infrastruture service, consumtion analytics and applications
Smarter Energy, Infrastruture service, consumtion analytics and applicationsDavid Wallom
 
The Climateprediction.net programme, big data climate modelling
The Climateprediction.net programme, big data climate modellingThe Climateprediction.net programme, big data climate modelling
The Climateprediction.net programme, big data climate modellingDavid Wallom
 
1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...
1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...
1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...David Wallom
 
Supporting Research through "Desktop as a Service" models of e-infrastructure...
Supporting Research through "Desktop as a Service" models of e-infrastructure...Supporting Research through "Desktop as a Service" models of e-infrastructure...
Supporting Research through "Desktop as a Service" models of e-infrastructure...David Wallom
 
e-Research & the art of linking Astrophysics to Deforestation
e-Research & the art of linking Astrophysics to Deforestatione-Research & the art of linking Astrophysics to Deforestation
e-Research & the art of linking Astrophysics to DeforestationDavid Wallom
 
Privacy and Security policies in the cloud
Privacy and Security policies in the cloudPrivacy and Security policies in the cloud
Privacy and Security policies in the cloudDavid Wallom
 
WICKED - Working with the data rich
WICKED - Working with the data richWICKED - Working with the data rich
WICKED - Working with the data richDavid Wallom
 
Mapping Priorities and Future Collaborations for you Projects
Mapping Priorities and Future Collaborations for you ProjectsMapping Priorities and Future Collaborations for you Projects
Mapping Priorities and Future Collaborations for you ProjectsDavid Wallom
 
CloudWatch: Mapping priorities and future collaboration for your project
CloudWatch: Mapping priorities and future collaboration for your projectCloudWatch: Mapping priorities and future collaboration for your project
CloudWatch: Mapping priorities and future collaboration for your projectDavid Wallom
 
Trust and Cloud Computing, removing the need to trust your cloud provider
Trust and Cloud Computing, removing the need to trust your cloud providerTrust and Cloud Computing, removing the need to trust your cloud provider
Trust and Cloud Computing, removing the need to trust your cloud providerDavid Wallom
 
CloudWatch2 Adoption Deep Dive
CloudWatch2 Adoption Deep DiveCloudWatch2 Adoption Deep Dive
CloudWatch2 Adoption Deep DiveDavid Wallom
 
e-infrastructural needs to support informatics
e-infrastructural needs to support informaticse-infrastructural needs to support informatics
e-infrastructural needs to support informaticsDavid Wallom
 
Generating Insight from Big Data
Generating Insight from Big DataGenerating Insight from Big Data
Generating Insight from Big DataDavid Wallom
 
Generating Insight from Big Data in Energy and the Environment
Generating Insight from Big Data in Energy and the EnvironmentGenerating Insight from Big Data in Energy and the Environment
Generating Insight from Big Data in Energy and the EnvironmentDavid Wallom
 

More from David Wallom (20)

Quantifying the impact of green leasing on energy use in a retail portfolio: ...
Quantifying the impact of green leasing on energy use in a retail portfolio: ...Quantifying the impact of green leasing on energy use in a retail portfolio: ...
Quantifying the impact of green leasing on energy use in a retail portfolio: ...
 
Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...
 
Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...
 
The University of Oxford e-Research Centre
The University of Oxford e-Research CentreThe University of Oxford e-Research Centre
The University of Oxford e-Research Centre
 
Introduction to Cloud Computing
Introduction to Cloud ComputingIntroduction to Cloud Computing
Introduction to Cloud Computing
 
Benefits of big data analytics in Smart Metering, ADEPT, WICKED and beyond
Benefits of big data analytics in Smart Metering,  ADEPT, WICKED and beyondBenefits of big data analytics in Smart Metering,  ADEPT, WICKED and beyond
Benefits of big data analytics in Smart Metering, ADEPT, WICKED and beyond
 
Smarter Energy, Infrastruture service, consumtion analytics and applications
Smarter Energy, Infrastruture service, consumtion analytics and applicationsSmarter Energy, Infrastruture service, consumtion analytics and applications
Smarter Energy, Infrastruture service, consumtion analytics and applications
 
The Climateprediction.net programme, big data climate modelling
The Climateprediction.net programme, big data climate modellingThe Climateprediction.net programme, big data climate modelling
The Climateprediction.net programme, big data climate modelling
 
1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...
1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...
1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...
 
Supporting Research through "Desktop as a Service" models of e-infrastructure...
Supporting Research through "Desktop as a Service" models of e-infrastructure...Supporting Research through "Desktop as a Service" models of e-infrastructure...
Supporting Research through "Desktop as a Service" models of e-infrastructure...
 
e-Research & the art of linking Astrophysics to Deforestation
e-Research & the art of linking Astrophysics to Deforestatione-Research & the art of linking Astrophysics to Deforestation
e-Research & the art of linking Astrophysics to Deforestation
 
Privacy and Security policies in the cloud
Privacy and Security policies in the cloudPrivacy and Security policies in the cloud
Privacy and Security policies in the cloud
 
WICKED - Working with the data rich
WICKED - Working with the data richWICKED - Working with the data rich
WICKED - Working with the data rich
 
Mapping Priorities and Future Collaborations for you Projects
Mapping Priorities and Future Collaborations for you ProjectsMapping Priorities and Future Collaborations for you Projects
Mapping Priorities and Future Collaborations for you Projects
 
CloudWatch: Mapping priorities and future collaboration for your project
CloudWatch: Mapping priorities and future collaboration for your projectCloudWatch: Mapping priorities and future collaboration for your project
CloudWatch: Mapping priorities and future collaboration for your project
 
Trust and Cloud Computing, removing the need to trust your cloud provider
Trust and Cloud Computing, removing the need to trust your cloud providerTrust and Cloud Computing, removing the need to trust your cloud provider
Trust and Cloud Computing, removing the need to trust your cloud provider
 
CloudWatch2 Adoption Deep Dive
CloudWatch2 Adoption Deep DiveCloudWatch2 Adoption Deep Dive
CloudWatch2 Adoption Deep Dive
 
e-infrastructural needs to support informatics
e-infrastructural needs to support informaticse-infrastructural needs to support informatics
e-infrastructural needs to support informatics
 
Generating Insight from Big Data
Generating Insight from Big DataGenerating Insight from Big Data
Generating Insight from Big Data
 
Generating Insight from Big Data in Energy and the Environment
Generating Insight from Big Data in Energy and the EnvironmentGenerating Insight from Big Data in Energy and the Environment
Generating Insight from Big Data in Energy and the Environment
 

Recently uploaded

webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...Cluster TWEED
 
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130  Available With RoomVIP Kolkata Call Girl Kalighat 👉 8250192130  Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Roomdivyansh0kumar0
 
VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130
VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130
VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130Suhani Kapoor
 
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
Call Girls Mumbai Gayatri 8617697112 Independent Escort Service Mumbai
Call Girls Mumbai Gayatri 8617697112 Independent Escort Service MumbaiCall Girls Mumbai Gayatri 8617697112 Independent Escort Service Mumbai
Call Girls Mumbai Gayatri 8617697112 Independent Escort Service MumbaiCall girls in Ahmedabad High profile
 
VIP Call Girls Service Tolichowki Hyderabad Call +91-8250192130
VIP Call Girls Service Tolichowki Hyderabad Call +91-8250192130VIP Call Girls Service Tolichowki Hyderabad Call +91-8250192130
VIP Call Girls Service Tolichowki Hyderabad Call +91-8250192130Suhani Kapoor
 
Booking open Available Pune Call Girls Budhwar Peth 6297143586 Call Hot Indi...
Booking open Available Pune Call Girls Budhwar Peth  6297143586 Call Hot Indi...Booking open Available Pune Call Girls Budhwar Peth  6297143586 Call Hot Indi...
Booking open Available Pune Call Girls Budhwar Peth 6297143586 Call Hot Indi...Call Girls in Nagpur High Profile
 
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...Suhani Kapoor
 
Horizon Net Zero Dawn – keynote slides by Ben Abraham
Horizon Net Zero Dawn – keynote slides by Ben AbrahamHorizon Net Zero Dawn – keynote slides by Ben Abraham
Horizon Net Zero Dawn – keynote slides by Ben Abrahamssuserbb03ff
 
Contact Number Call Girls Service In Goa 9316020077 Goa Call Girls Service
Contact Number Call Girls Service In Goa  9316020077 Goa  Call Girls ServiceContact Number Call Girls Service In Goa  9316020077 Goa  Call Girls Service
Contact Number Call Girls Service In Goa 9316020077 Goa Call Girls Servicesexy call girls service in goa
 
NO1 Verified kala jadu karne wale ka contact number kala jadu karne wale baba...
NO1 Verified kala jadu karne wale ka contact number kala jadu karne wale baba...NO1 Verified kala jadu karne wale ka contact number kala jadu karne wale baba...
NO1 Verified kala jadu karne wale ka contact number kala jadu karne wale baba...Amil baba
 
Booking open Available Pune Call Girls Parvati Darshan 6297143586 Call Hot I...
Booking open Available Pune Call Girls Parvati Darshan  6297143586 Call Hot I...Booking open Available Pune Call Girls Parvati Darshan  6297143586 Call Hot I...
Booking open Available Pune Call Girls Parvati Darshan 6297143586 Call Hot I...Call Girls in Nagpur High Profile
 
Low Rate Call Girls Bikaner Anika 8250192130 Independent Escort Service Bikaner
Low Rate Call Girls Bikaner Anika 8250192130 Independent Escort Service BikanerLow Rate Call Girls Bikaner Anika 8250192130 Independent Escort Service Bikaner
Low Rate Call Girls Bikaner Anika 8250192130 Independent Escort Service BikanerSuhani Kapoor
 

Recently uploaded (20)

webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
 
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130  Available With RoomVIP Kolkata Call Girl Kalighat 👉 8250192130  Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Room
 
VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130
VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130
VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130
 
Gandhi Nagar (Delhi) 9953330565 Escorts, Call Girls Services
Gandhi Nagar (Delhi) 9953330565 Escorts, Call Girls ServicesGandhi Nagar (Delhi) 9953330565 Escorts, Call Girls Services
Gandhi Nagar (Delhi) 9953330565 Escorts, Call Girls Services
 
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
 
Call Girls Mumbai Gayatri 8617697112 Independent Escort Service Mumbai
Call Girls Mumbai Gayatri 8617697112 Independent Escort Service MumbaiCall Girls Mumbai Gayatri 8617697112 Independent Escort Service Mumbai
Call Girls Mumbai Gayatri 8617697112 Independent Escort Service Mumbai
 
VIP Call Girls Service Tolichowki Hyderabad Call +91-8250192130
VIP Call Girls Service Tolichowki Hyderabad Call +91-8250192130VIP Call Girls Service Tolichowki Hyderabad Call +91-8250192130
VIP Call Girls Service Tolichowki Hyderabad Call +91-8250192130
 
young Whatsapp Call Girls in Delhi Cantt🔝 9953056974 🔝 escort service
young Whatsapp Call Girls in Delhi Cantt🔝 9953056974 🔝 escort serviceyoung Whatsapp Call Girls in Delhi Cantt🔝 9953056974 🔝 escort service
young Whatsapp Call Girls in Delhi Cantt🔝 9953056974 🔝 escort service
 
Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝
 
Booking open Available Pune Call Girls Budhwar Peth 6297143586 Call Hot Indi...
Booking open Available Pune Call Girls Budhwar Peth  6297143586 Call Hot Indi...Booking open Available Pune Call Girls Budhwar Peth  6297143586 Call Hot Indi...
Booking open Available Pune Call Girls Budhwar Peth 6297143586 Call Hot Indi...
 
Sustainable Packaging
Sustainable PackagingSustainable Packaging
Sustainable Packaging
 
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
 
Green Banking
Green Banking Green Banking
Green Banking
 
Horizon Net Zero Dawn – keynote slides by Ben Abraham
Horizon Net Zero Dawn – keynote slides by Ben AbrahamHorizon Net Zero Dawn – keynote slides by Ben Abraham
Horizon Net Zero Dawn – keynote slides by Ben Abraham
 
Contact Number Call Girls Service In Goa 9316020077 Goa Call Girls Service
Contact Number Call Girls Service In Goa  9316020077 Goa  Call Girls ServiceContact Number Call Girls Service In Goa  9316020077 Goa  Call Girls Service
Contact Number Call Girls Service In Goa 9316020077 Goa Call Girls Service
 
NO1 Verified kala jadu karne wale ka contact number kala jadu karne wale baba...
NO1 Verified kala jadu karne wale ka contact number kala jadu karne wale baba...NO1 Verified kala jadu karne wale ka contact number kala jadu karne wale baba...
NO1 Verified kala jadu karne wale ka contact number kala jadu karne wale baba...
 
9953056974 ,Low Rate Call Girls In Adarsh Nagar Delhi 24hrs Available
9953056974 ,Low Rate Call Girls In Adarsh Nagar  Delhi 24hrs Available9953056974 ,Low Rate Call Girls In Adarsh Nagar  Delhi 24hrs Available
9953056974 ,Low Rate Call Girls In Adarsh Nagar Delhi 24hrs Available
 
Booking open Available Pune Call Girls Parvati Darshan 6297143586 Call Hot I...
Booking open Available Pune Call Girls Parvati Darshan  6297143586 Call Hot I...Booking open Available Pune Call Girls Parvati Darshan  6297143586 Call Hot I...
Booking open Available Pune Call Girls Parvati Darshan 6297143586 Call Hot I...
 
Low Rate Call Girls Bikaner Anika 8250192130 Independent Escort Service Bikaner
Low Rate Call Girls Bikaner Anika 8250192130 Independent Escort Service BikanerLow Rate Call Girls Bikaner Anika 8250192130 Independent Escort Service Bikaner
Low Rate Call Girls Bikaner Anika 8250192130 Independent Escort Service Bikaner
 
Call Girls In Pratap Nagar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In Pratap Nagar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCeCall Girls In Pratap Nagar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In Pratap Nagar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
 

Working with Earth Observation Data, INFORM and the IEA

  • 1. 1 Wood Pulp & Paper Palm Oil Beef Soy Leather Prof David Wallom University of Oxford e-Research Centre
  • 2. 2 Forest risk commodities expose supply chain participants to business risk Reputational OperationalLegislative
  • 3. 3 Production Point of Aggregation Production Point of Aggregation Production Point of Aggregation Production Point of Aggregation Weighted Sum Point of Aggregation
  • 4. 4 Production Point of Aggregation Production Point of Aggregation Production Point of Aggregation Weighted Sum Point of Aggregation Production Point of Aggregation Weighted Sum Processor/Consumer
  • 5. 5 Municipal ities Export Port Import Port ProcessorCustomer Farmer Le ACME Animal Feed Sète Paranaguá Cocalinho Novo São Joaquim Rondonópolis … Santos Araguaiana Barra do Garças Itiquira … São Francisco Do Sul … Non tropical Countries --- I buy my animal feed from Le ACME Animal Feed in the South of France Supermarche wants to know if my pork contributes to deforestation? Rondônia - Deforestation Trends Rondônia is located almost entirely within the Legal Amazon and covers 243,044 km. The state is one of the most deforested in the Brazilian Amazon, with tree cover of 157,601 km2 in 20132. Deforestation in Rondônia is largely a result of colonization projects and the expansion of beef and soya production. As global demand grew in the 1960’s, beef production in Rondônia expanded. Road- building enabled population growth and increased agricultural production. Consequently, state deforestation rates rocketed from the 1980s as land was cleared for pastures, croplands, and urban development. By 1991, Rondônia’s cattle herd was one of the largest in Brazil, producing almost twice as much beef as the state consumed3. Rondônia’s beef industry continued to expand during subsequent decades, with cattle herds in the Brazilian Amazon growing by 23 to 33% between 1995-96 and 20064. Large-scale soy production began in Brazil in the 1990s. By the time the crop arrived in Rondônia, many areas suitable for soy production were already utilised as cattle pasture. Soy expansion in the state thus often occurred on pastures, displacing cattle production and indirectly causing deforestation. This trend became especially pronounced following the introduction of the Soy Moratorium in 2006, which saw Brazil’s largest soya companies commit to avoid sourcing soya from land deforested after 2006.5 Deforestation rates in Rondônia remained high until 2005, when forest loss decreased rapidly due to a combination of policy initiatives, industrial action, and decreased consumer demand during the economic crisis6. State Policy and Initiatives The state government of Rondônia has supported the implementation of the Forest Code through creating a registry of rural properties and promoting environmental licensing to create compliance with land use regulations. The state is also a member of the Governors’ Climate and Forests Task Force (GCF), which seeks to reduce emissions from deforestation and establish governance frameworks through the collaboration of its 29 member states and provinces. However, most action on protecting Rondônia’s remaining forest is legislated through national policy. Cabixi is a municipality in the Brazilian state of Rondônia in the North-West region of Brazil. Unscaled Deforestation Ratio = 0.009 MEDIUM 5% of your Animal Feed contributed to deforestation
  • 6. • Define the boundaries of what we consider High, Medium and Low Deforestation Ratio – Time dependant to track and drive better practices • Stakeholder engagement – Engage with a range of specific targets within the supply chain of the pilot commodities and regions as well as with government and civil‐society stakeholders in both producer and consumer countries • Better Data – Consistent machine readable international standardised data formats and access models – Better ‘in countries of consumption’ tracking – Open standardised platform for hosting and publishing – remove duplication without ‘vendor lock in’ – Consistent and agreed methodologies to represent qualitative analyses • To develop interface with users and mitigation support tools tailored to specific users. • To integrate NGOs data and transparency tools such as Forest 500. 6
  • 7. DELIVERING VALUE FROM BIG DATA 7 THE INSTITUTE FOR ENVIRONMENTAL ANALYTICS
  • 8. DELIVERING VALUE FROM BIG DATA BIG DATA CHALLENGE… Credit: www.mashable.com | Sven Sachsalber
  • 9. DELIVERING VALUE FROM BIG DATA ENVIRONMENTAL DATA PREDICTIONS
  • 10. DELIVERING VALUE FROM BIG DATA Copernicus (Sentinel) EO Data 10m 5m 3m 1m Weekly Daily 5X Daily GeoEye WorldView Pleiades EROS- B Spot RapidEye SkySat Flock-1 Average Data Prices ($/Km2) 5 0 25 5 0.5 0.05 3000Kg 300Kg 30Kg 3Kg Spacecraft Mass Resolution Revisit Time Copyright © Satellite Applications Catapult Ltd 2014.
  • 11. DELIVERING VALUE FROM BIG DATA Gather Model Analyse Display Earth Observation Social Media Open Data Telecoms Internet of Things 11 DEMONSTRATORS

Editor's Notes

  1. Reputational risk: the reputations of consumer-facing companies can be significantly damaged by links to deforestation in supply chains. Legislative risk: new and emerging regulations at local, national, and international levels pose a compliance risk to businesses, companies, and financial institutions. Operational risk: securing early access to sustainable supply, which remains limited, is increasingly important as attitudes and practices change.
  2. sigmoid historical weighting function to give the Deforestation Factor (DF) representing the historical penalty for past deforestation Each step inthesupply chain is a weighted sum of the volume passing from node to node by weight multiplied by its deforestation Factor
  3. Bit dated now, but the overall point is OK. Environmental science is a petabyte-scale field