SlideShare una empresa de Scribd logo
1 de 19
TROPOMOD modelling for optimisation of
AquaParks
Chris Cromey – EMMA2 project modeller using data from Akvaplan
and BFAR survey teams

Modelling objectives for each AquaPark
• Predict benthic impact for the existing situation and validate model with
survey data
• Predict benthic impact for expansion/reorganisation
• Predict optimum location for Integrated Multi-Trophic Aquaculture units
• Estimate of production and recommendations from modelling viewpoint
Other objectives
• TROPOMOD educational software showing different scenarios of impact
TROPOMOD educational software
Currents move in different speeds and direction at
different depths. Faeces settle more slowly and so
are transported further away from cages
0

Current Velocity
Source

Milkfish waste
faeces settle
very slowly

Fine

Coarse

Medium

Waste feed particles settle quickly
Contour map of waste flux
Benthic
community

(grams waste feed and faeces m-2 d-1)

-2
-1
grams solids m bed d
75

Severe impact

(no animals)
75

15

High impact
(some effect)

Cages
15

1

Moderate impact
1
TROPOMOD – validation with
sediment traps
Cage

Current
Sea bed

1. Deploy traps
75 cm

2. Retrieve, filter, dry solids

H:D = 5:1
ratio

3. Calculate observed flux
(total waste feed and faeces in traps
= grams per m2 bed per day)
4. Compare with TROPOMOD model
TROPOMOD model validation – comparison of
observed and modelled flux

Comparisons between modelled and observed flux for Sual (Offshore Milkfish)
and Panabo (Inshore Milkfsh and Grouper) were satisfactory
TROPOMOD validation – relationships between
predicted flux and indicators of impact - Sual

Where
TROPOMOD
predicted high
flux, sediments
contained
higher % of
organic material
TROPOMOD
validation –
relationships
between predicted
flux and indicators of
impact - Panabo

Organic Carbon as
also found to be high,
where TROPOMOD
flux predictions were
high
Criteria for AquaPark zoning

Regular spacing
between cage
groups to allow
flushing

Regular spacing
between zones to
allow flushing

No cages near
restrictions to allow
current flow

Only small
Milkfish cages or
Grouper cages in
shallow areas
near to shoreline

Larger cages
(polar circles) in
deeper areas
away from
shoreline
Compare with the
current situation

Current flow
restrictions due to
high density of
cages, with no gaps
Criteria for AquaPark zoning - impact

Within each
zone
MODERATE
impact (green)
or less between
cage groups
MODERATE
impact (green)
or less between
zones

SEVERE impact (grey) under the cages was minimised
Suspended/raft culture (e.g.
oysters) - majority of the wastes
intersect the culture in the top 10
m; these wastes are mostly fine
and slow settling Milkfish faeces

Criteria for AquaPark
zoning – IMTA location

18%

5%

0-3m

3%

6%

3-6m

2%

6-9m

Reversing
current

<1%

9-12m
12-15m

25 m

10 m

0m

0m

10 m

25m

Distance from cage edge (m)
Seaweed culture - majority of
the plume containing dissolved
nutrients intersects the seaweed
culture in the top 5 m

Benthic culture (e.g. sea cucumbers) around 20% of wastes deposited within 10
m of the cages; not placed in very high
deposition area under cages
Sual AquaPark – Existing and reorganised

Less SEVERE impact under cages
between zones

MODERATE impact
Panabo AquaPark – Existing and offshore zones added

Good feeding scenario improves inshore areas
Offshore Milkfish zones in deeper areas results in good
dispersion
Panabo AquaPark – Existing and reorganised

Spacing between zones results in less impact and also more space for IMTA units
Criteria for AquaPark zoning – IMTA location
Seaweed culture – located 10+
m from cage groups along the
axis of group
IMTA culture was minimal
between cage groups to
allow flushing

Benthic culture – optimum
location at end of cage
groups, but not directly
underneath
Suspended culture – located 10+ m from
cage groups along the axis of group
Sual AquaPark and IMTA close to the cages
Seaweed

-2 -1

Flux (g m d )

Oysters

Benthic
Community
Severe impact
(no animals)

Sea cucmbers

75

Large seaweed and
oyster culture
zones were placed
either side of the
Milkfish culture
zone.

High impact
15
Moderate impact

1

Smaller IMTA
zones were placed
inbetween cage
groups.

Scale (m)
0

200

400

600

800
Panabo AquaPark and IMTA close to the cages

Large oyster culture
zones were placed
inshore of the
finfish zones.

Smaller IMTA
zones were placed
inbetween cage
groups.

Some space
available offshore,
but deep.
Recommendations for site optimisation
• Regular spacing of cages and good separation between zones enhances
current flushing through the AquaPark and reduces impact between culture
areas

• Good spacing between inshore zones (min. 200 m) and offshore zones
(min. 400 m)
• Within a zone, good and regular spacing between cage groups (100 m)
and between rows of cages (25 m)

• Target FCR should be 2.0:1, as with careful feeding of a good quality feed,
this allows a reduction in feed ration
• IMTA suspended culture (oysters and seaweeds) should be minimum 10 m
from cages
• IMTA units should be placed along the axis of current flow leaving corridors
for enhanced flushing and dispersion of nutrients

Más contenido relacionado

Similar a Modelling environmental impact of cages (Tropomod)

Sustainable Hydropower Development Alternatives for the Mekong
Sustainable Hydropower Development Alternatives for the MekongSustainable Hydropower Development Alternatives for the Mekong
Sustainable Hydropower Development Alternatives for the MekongJessicaNagtalon
 
Modelling of aquaculture impact and carrying capacity in the Philippines usin...
Modelling of aquaculture impact and carrying capacity in the Philippines usin...Modelling of aquaculture impact and carrying capacity in the Philippines usin...
Modelling of aquaculture impact and carrying capacity in the Philippines usin...Patrick White
 
Updating the status of parrotfishes in the Caribbean
Updating the status of parrotfishes in the CaribbeanUpdating the status of parrotfishes in the Caribbean
Updating the status of parrotfishes in the CaribbeanAIDA_Americas
 
Potential benefits and impacts of the proposed Chowilla Regulator
Potential benefits and impacts of the proposed Chowilla RegulatorPotential benefits and impacts of the proposed Chowilla Regulator
Potential benefits and impacts of the proposed Chowilla RegulatorUniversity of Adelaide
 
Presentation 3.2 Aquaculture biosecurity challenges in the light of the Balla...
Presentation 3.2 Aquaculture biosecurity challenges in the light of the Balla...Presentation 3.2 Aquaculture biosecurity challenges in the light of the Balla...
Presentation 3.2 Aquaculture biosecurity challenges in the light of the Balla...ExternalEvents
 
Wavedragon ses presentation (b2) cork hand out with backup slides
Wavedragon ses presentation (b2) cork hand out with backup slidesWavedragon ses presentation (b2) cork hand out with backup slides
Wavedragon ses presentation (b2) cork hand out with backup slidesErik Friis-Madsen
 
Analysis of invasive species using species distribution models: the silver-ch...
Analysis of invasive species using species distribution models: the silver-ch...Analysis of invasive species using species distribution models: the silver-ch...
Analysis of invasive species using species distribution models: the silver-ch...Blue BRIDGE
 
Marine and Freshwater Ecology Revision
Marine and Freshwater Ecology RevisionMarine and Freshwater Ecology Revision
Marine and Freshwater Ecology Revisionanigvanderanal
 
Beam trawl fisheries
Beam trawl fisheriesBeam trawl fisheries
Beam trawl fisheriesEyhab Badra
 
Desalination Sustainably Drought Proofing Australia
Desalination Sustainably Drought Proofing AustraliaDesalination Sustainably Drought Proofing Australia
Desalination Sustainably Drought Proofing AustraliaEngineers Australia
 
Persentation
PersentationPersentation
Persentationzezo2011
 
Zero discharge salmon & trout raceways, 2013
Zero discharge  salmon & trout raceways, 2013Zero discharge  salmon & trout raceways, 2013
Zero discharge salmon & trout raceways, 2013warecki
 
OPWALL Project Proposal 2016
OPWALL Project Proposal 2016OPWALL Project Proposal 2016
OPWALL Project Proposal 2016Kevin Schmidt
 
Ballast water :impact and management
Ballast water :impact and managementBallast water :impact and management
Ballast water :impact and managementKosala Handapangoda
 

Similar a Modelling environmental impact of cages (Tropomod) (20)

Sustainable Hydropower Development Alternatives for the Mekong
Sustainable Hydropower Development Alternatives for the MekongSustainable Hydropower Development Alternatives for the Mekong
Sustainable Hydropower Development Alternatives for the Mekong
 
Modelling of aquaculture impact and carrying capacity in the Philippines usin...
Modelling of aquaculture impact and carrying capacity in the Philippines usin...Modelling of aquaculture impact and carrying capacity in the Philippines usin...
Modelling of aquaculture impact and carrying capacity in the Philippines usin...
 
Updating the status of parrotfishes in the Caribbean
Updating the status of parrotfishes in the CaribbeanUpdating the status of parrotfishes in the Caribbean
Updating the status of parrotfishes in the Caribbean
 
Potential benefits and impacts of the proposed Chowilla Regulator
Potential benefits and impacts of the proposed Chowilla RegulatorPotential benefits and impacts of the proposed Chowilla Regulator
Potential benefits and impacts of the proposed Chowilla Regulator
 
Presentation 3.2 Aquaculture biosecurity challenges in the light of the Balla...
Presentation 3.2 Aquaculture biosecurity challenges in the light of the Balla...Presentation 3.2 Aquaculture biosecurity challenges in the light of the Balla...
Presentation 3.2 Aquaculture biosecurity challenges in the light of the Balla...
 
Wavedragon ses presentation (b2) cork hand out with backup slides
Wavedragon ses presentation (b2) cork hand out with backup slidesWavedragon ses presentation (b2) cork hand out with backup slides
Wavedragon ses presentation (b2) cork hand out with backup slides
 
Analysis of invasive species using species distribution models: the silver-ch...
Analysis of invasive species using species distribution models: the silver-ch...Analysis of invasive species using species distribution models: the silver-ch...
Analysis of invasive species using species distribution models: the silver-ch...
 
07cury
07cury07cury
07cury
 
Marine and Freshwater Ecology Revision
Marine and Freshwater Ecology RevisionMarine and Freshwater Ecology Revision
Marine and Freshwater Ecology Revision
 
Beam trawl fisheries
Beam trawl fisheriesBeam trawl fisheries
Beam trawl fisheries
 
Desalination Sustainably Drought Proofing Australia
Desalination Sustainably Drought Proofing AustraliaDesalination Sustainably Drought Proofing Australia
Desalination Sustainably Drought Proofing Australia
 
The potential for offshore aquaculture development in England
The potential for offshore aquaculture development in EnglandThe potential for offshore aquaculture development in England
The potential for offshore aquaculture development in England
 
Lake conroe zebra mussels action plan
Lake conroe zebra mussels action planLake conroe zebra mussels action plan
Lake conroe zebra mussels action plan
 
Re-optimization and reoperation study of the Akosombo and Kpong dams (Ghana) ...
Re-optimization and reoperation study of the Akosombo and Kpong dams (Ghana) ...Re-optimization and reoperation study of the Akosombo and Kpong dams (Ghana) ...
Re-optimization and reoperation study of the Akosombo and Kpong dams (Ghana) ...
 
NCUR PAPER_FINAL DRAFT
NCUR PAPER_FINAL DRAFTNCUR PAPER_FINAL DRAFT
NCUR PAPER_FINAL DRAFT
 
Persentation
PersentationPersentation
Persentation
 
Mud crab
Mud crabMud crab
Mud crab
 
Zero discharge salmon & trout raceways, 2013
Zero discharge  salmon & trout raceways, 2013Zero discharge  salmon & trout raceways, 2013
Zero discharge salmon & trout raceways, 2013
 
OPWALL Project Proposal 2016
OPWALL Project Proposal 2016OPWALL Project Proposal 2016
OPWALL Project Proposal 2016
 
Ballast water :impact and management
Ballast water :impact and managementBallast water :impact and management
Ballast water :impact and management
 

Más de Patrick White

Mankind's relationship with alcohol
Mankind's relationship with alcoholMankind's relationship with alcohol
Mankind's relationship with alcoholPatrick White
 
Evolution of the house and home
Evolution of the house and homeEvolution of the house and home
Evolution of the house and homePatrick White
 
Evolution of clothes
Evolution of clothesEvolution of clothes
Evolution of clothesPatrick White
 
Mankind's relationship with alcohol through the ages
Mankind's relationship with alcohol through the agesMankind's relationship with alcohol through the ages
Mankind's relationship with alcohol through the agesPatrick White
 
Mankinds journey from the dawn of civilisation
Mankinds journey from the dawn of civilisationMankinds journey from the dawn of civilisation
Mankinds journey from the dawn of civilisationPatrick White
 
Mankind’s relationship with money
Mankind’s relationship with moneyMankind’s relationship with money
Mankind’s relationship with moneyPatrick White
 
Climate change and AsianAquaculture
Climate change and AsianAquacultureClimate change and AsianAquaculture
Climate change and AsianAquaculturePatrick White
 
Development of language
Development of languageDevelopment of language
Development of languagePatrick White
 
Mankind’s relationship with food
Mankind’s relationship with foodMankind’s relationship with food
Mankind’s relationship with foodPatrick White
 
Meramed article 2002
Meramed article 2002Meramed article 2002
Meramed article 2002Patrick White
 
Fernandes_et_al._2001
Fernandes_et_al._2001Fernandes_et_al._2001
Fernandes_et_al._2001Patrick White
 
FAO EAAF Pages from FAO M+10 i2734e
FAO EAAF Pages from FAO M+10 i2734eFAO EAAF Pages from FAO M+10 i2734e
FAO EAAF Pages from FAO M+10 i2734ePatrick White
 
Akvaplan-niva International project examples
Akvaplan-niva International project examplesAkvaplan-niva International project examples
Akvaplan-niva International project examplesPatrick White
 
AQGR and Climate Change (Aquaculture and fisheries) reduced
AQGR and Climate Change (Aquaculture and fisheries) reducedAQGR and Climate Change (Aquaculture and fisheries) reduced
AQGR and Climate Change (Aquaculture and fisheries) reducedPatrick White
 
AQUATIC GENETIC RESOURCES AND CLIMATE CHANGE_Clean
AQUATIC GENETIC RESOURCES AND CLIMATE CHANGE_CleanAQUATIC GENETIC RESOURCES AND CLIMATE CHANGE_Clean
AQUATIC GENETIC RESOURCES AND CLIMATE CHANGE_CleanPatrick White
 
03. Carrying Capacity estimation White 1
03. Carrying Capacity estimation White 103. Carrying Capacity estimation White 1
03. Carrying Capacity estimation White 1Patrick White
 
Better Management Practices for good aquaculture plannimng and management by ...
Better Management Practices for good aquaculture plannimng and management by ...Better Management Practices for good aquaculture plannimng and management by ...
Better Management Practices for good aquaculture plannimng and management by ...Patrick White
 
Better practice guidelines for fish farmers
Better practice guidelines for fish farmersBetter practice guidelines for fish farmers
Better practice guidelines for fish farmersPatrick White
 
Environmental impacts from Aquaculture in Late Taal, Philippines
Environmental impacts from Aquaculture in Late Taal, PhilippinesEnvironmental impacts from Aquaculture in Late Taal, Philippines
Environmental impacts from Aquaculture in Late Taal, PhilippinesPatrick White
 

Más de Patrick White (20)

Mankind's relationship with alcohol
Mankind's relationship with alcoholMankind's relationship with alcohol
Mankind's relationship with alcohol
 
Evolution of the house and home
Evolution of the house and homeEvolution of the house and home
Evolution of the house and home
 
Evolution of clothes
Evolution of clothesEvolution of clothes
Evolution of clothes
 
Mankind's relationship with alcohol through the ages
Mankind's relationship with alcohol through the agesMankind's relationship with alcohol through the ages
Mankind's relationship with alcohol through the ages
 
Mankinds journey from the dawn of civilisation
Mankinds journey from the dawn of civilisationMankinds journey from the dawn of civilisation
Mankinds journey from the dawn of civilisation
 
Mankind’s relationship with money
Mankind’s relationship with moneyMankind’s relationship with money
Mankind’s relationship with money
 
Climate change and AsianAquaculture
Climate change and AsianAquacultureClimate change and AsianAquaculture
Climate change and AsianAquaculture
 
Development of language
Development of languageDevelopment of language
Development of language
 
Mankind’s relationship with food
Mankind’s relationship with foodMankind’s relationship with food
Mankind’s relationship with food
 
Meramed article 2002
Meramed article 2002Meramed article 2002
Meramed article 2002
 
Fernandes_et_al._2001
Fernandes_et_al._2001Fernandes_et_al._2001
Fernandes_et_al._2001
 
Emma description
Emma descriptionEmma description
Emma description
 
FAO EAAF Pages from FAO M+10 i2734e
FAO EAAF Pages from FAO M+10 i2734eFAO EAAF Pages from FAO M+10 i2734e
FAO EAAF Pages from FAO M+10 i2734e
 
Akvaplan-niva International project examples
Akvaplan-niva International project examplesAkvaplan-niva International project examples
Akvaplan-niva International project examples
 
AQGR and Climate Change (Aquaculture and fisheries) reduced
AQGR and Climate Change (Aquaculture and fisheries) reducedAQGR and Climate Change (Aquaculture and fisheries) reduced
AQGR and Climate Change (Aquaculture and fisheries) reduced
 
AQUATIC GENETIC RESOURCES AND CLIMATE CHANGE_Clean
AQUATIC GENETIC RESOURCES AND CLIMATE CHANGE_CleanAQUATIC GENETIC RESOURCES AND CLIMATE CHANGE_Clean
AQUATIC GENETIC RESOURCES AND CLIMATE CHANGE_Clean
 
03. Carrying Capacity estimation White 1
03. Carrying Capacity estimation White 103. Carrying Capacity estimation White 1
03. Carrying Capacity estimation White 1
 
Better Management Practices for good aquaculture plannimng and management by ...
Better Management Practices for good aquaculture plannimng and management by ...Better Management Practices for good aquaculture plannimng and management by ...
Better Management Practices for good aquaculture plannimng and management by ...
 
Better practice guidelines for fish farmers
Better practice guidelines for fish farmersBetter practice guidelines for fish farmers
Better practice guidelines for fish farmers
 
Environmental impacts from Aquaculture in Late Taal, Philippines
Environmental impacts from Aquaculture in Late Taal, PhilippinesEnvironmental impacts from Aquaculture in Late Taal, Philippines
Environmental impacts from Aquaculture in Late Taal, Philippines
 

Último

Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilV3cube
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 

Último (20)

Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of Brazil
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 

Modelling environmental impact of cages (Tropomod)

  • 1. TROPOMOD modelling for optimisation of AquaParks Chris Cromey – EMMA2 project modeller using data from Akvaplan and BFAR survey teams Modelling objectives for each AquaPark • Predict benthic impact for the existing situation and validate model with survey data • Predict benthic impact for expansion/reorganisation • Predict optimum location for Integrated Multi-Trophic Aquaculture units • Estimate of production and recommendations from modelling viewpoint Other objectives • TROPOMOD educational software showing different scenarios of impact
  • 3. Currents move in different speeds and direction at different depths. Faeces settle more slowly and so are transported further away from cages 0 Current Velocity Source Milkfish waste faeces settle very slowly Fine Coarse Medium Waste feed particles settle quickly
  • 4. Contour map of waste flux Benthic community (grams waste feed and faeces m-2 d-1) -2 -1 grams solids m bed d 75 Severe impact (no animals) 75 15 High impact (some effect) Cages 15 1 Moderate impact 1
  • 5. TROPOMOD – validation with sediment traps Cage Current Sea bed 1. Deploy traps 75 cm 2. Retrieve, filter, dry solids H:D = 5:1 ratio 3. Calculate observed flux (total waste feed and faeces in traps = grams per m2 bed per day) 4. Compare with TROPOMOD model
  • 6. TROPOMOD model validation – comparison of observed and modelled flux Comparisons between modelled and observed flux for Sual (Offshore Milkfish) and Panabo (Inshore Milkfsh and Grouper) were satisfactory
  • 7. TROPOMOD validation – relationships between predicted flux and indicators of impact - Sual Where TROPOMOD predicted high flux, sediments contained higher % of organic material
  • 8. TROPOMOD validation – relationships between predicted flux and indicators of impact - Panabo Organic Carbon as also found to be high, where TROPOMOD flux predictions were high
  • 9. Criteria for AquaPark zoning Regular spacing between cage groups to allow flushing Regular spacing between zones to allow flushing No cages near restrictions to allow current flow Only small Milkfish cages or Grouper cages in shallow areas near to shoreline Larger cages (polar circles) in deeper areas away from shoreline
  • 10. Compare with the current situation Current flow restrictions due to high density of cages, with no gaps
  • 11. Criteria for AquaPark zoning - impact Within each zone MODERATE impact (green) or less between cage groups MODERATE impact (green) or less between zones SEVERE impact (grey) under the cages was minimised
  • 12. Suspended/raft culture (e.g. oysters) - majority of the wastes intersect the culture in the top 10 m; these wastes are mostly fine and slow settling Milkfish faeces Criteria for AquaPark zoning – IMTA location 18% 5% 0-3m 3% 6% 3-6m 2% 6-9m Reversing current <1% 9-12m 12-15m 25 m 10 m 0m 0m 10 m 25m Distance from cage edge (m) Seaweed culture - majority of the plume containing dissolved nutrients intersects the seaweed culture in the top 5 m Benthic culture (e.g. sea cucumbers) around 20% of wastes deposited within 10 m of the cages; not placed in very high deposition area under cages
  • 13. Sual AquaPark – Existing and reorganised Less SEVERE impact under cages between zones MODERATE impact
  • 14. Panabo AquaPark – Existing and offshore zones added Good feeding scenario improves inshore areas Offshore Milkfish zones in deeper areas results in good dispersion
  • 15. Panabo AquaPark – Existing and reorganised Spacing between zones results in less impact and also more space for IMTA units
  • 16. Criteria for AquaPark zoning – IMTA location Seaweed culture – located 10+ m from cage groups along the axis of group IMTA culture was minimal between cage groups to allow flushing Benthic culture – optimum location at end of cage groups, but not directly underneath Suspended culture – located 10+ m from cage groups along the axis of group
  • 17. Sual AquaPark and IMTA close to the cages Seaweed -2 -1 Flux (g m d ) Oysters Benthic Community Severe impact (no animals) Sea cucmbers 75 Large seaweed and oyster culture zones were placed either side of the Milkfish culture zone. High impact 15 Moderate impact 1 Smaller IMTA zones were placed inbetween cage groups. Scale (m) 0 200 400 600 800
  • 18. Panabo AquaPark and IMTA close to the cages Large oyster culture zones were placed inshore of the finfish zones. Smaller IMTA zones were placed inbetween cage groups. Some space available offshore, but deep.
  • 19. Recommendations for site optimisation • Regular spacing of cages and good separation between zones enhances current flushing through the AquaPark and reduces impact between culture areas • Good spacing between inshore zones (min. 200 m) and offshore zones (min. 400 m) • Within a zone, good and regular spacing between cage groups (100 m) and between rows of cages (25 m) • Target FCR should be 2.0:1, as with careful feeding of a good quality feed, this allows a reduction in feed ration • IMTA suspended culture (oysters and seaweeds) should be minimum 10 m from cages • IMTA units should be placed along the axis of current flow leaving corridors for enhanced flushing and dispersion of nutrients