21st century aquaculture from empirical farming towards a knowledge-based biotechnology 21st century...

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21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology Patrick Sorgeloos Laboratory of Aquaculture & Artemia Reference Center ARC alumni - September 17, 2009

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Page 1: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

21st Century Aquaculturefrom empirical farming towards a knowledge-based biotechnology

21st Century Aquaculturefrom empirical farming towards a knowledge-based biotechnology

Patrick Sorgeloos Patrick Sorgeloos Laboratory of Aquaculture & Artemia Reference Center

ARC alumni - September 17, 2009

Page 2: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

FISH: source of proteins, omega-3 fatty acids, minerals, vitamins, ...

Page 3: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based
Page 4: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

• Oceans are deserts• 60% of fishery resources over-fished or at risk !

from FAO

Page 5: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Fertilising and feeding carp ponds in China

Page 6: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based
Page 7: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

polyculture chicken / fish farming

Page 8: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

polyculture aqua / agriculture

Page 9: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Predictable availability of fry, fingerlings, postlarvae, seed,

spores, ...

Page 10: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Overview of different phases in aquaculture productions

marketstockingongrowing

frypostlarvae

seedlarvae

eggssperm

embryos

broodstockspawners

wild wild wild wild

market

Page 11: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

FOOD aquaculture BUSINESS aquaculture

Asia, esp. China – long historylarge production

Recent developments - successful new industry

Page 12: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

BUSINESS aquaculture

biologytechnologyprofitability

Page 13: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Aquaculture Systems: cages

Page 14: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Photo Schneider

Courtesy Nutreco

Aquaculture Systems: ponds

Photo Azim Courtesy Harache

Page 15: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Courtesy Harache

Aquaculture Systems: tanks

Page 16: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Photo Eding

Aquaculture Systems: indoor systems

Photo Schneider

Photo SchneiderPhoto Schrama

Page 17: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

0

200

400

600

800

1000

1200

1400

Thousand tonnes

1975 1980 1985 1990 1995 2000

others

Japan

Australia

USA

Ireland

Faeroe Islands

Canada

Scotland

Chile

Norway

World salmon production per country

from FAO

Page 18: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Pangasius catfish in Vietnam

> 1,000,000 tons/year

Page 19: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Pangasius farming in Vietnam

surface area production yield

Page 20: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Pond farming of Penaeid shrimp

Taiwan

Ecuador

Page 21: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Chinese mitten crabEriocheir sinensis

17. 5 31. 2 41. 560

80100

172

232

286

340380

500

0

100

200

300

400

500

600

1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2005Year

Annu

al y

ield

10(

3 to

n)

annual production yiels

Page 22: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Mussel farming

Scallop farming

Page 23: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Red and brown algae farming in China

Page 24: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

seaweeds 14 mT (10% in value)

fish 30 mT (55% in value) molluscs 14 mT (15 % in value)

crustaceans 4 mT (20% in value)

Page 25: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Aquatic plants Crustaceans Fish Other Molluscs

aquaculture production by species & environment

Marine31.2 Mt

Freshwater27.8 Mt

Brackish3.8Mt

from FAO

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0

20

40

60

80

100

120

140

160million metric tons

80 85 90 95 2000

year

Global Aquatic Production

34.1% or42.8 million ton

in 2001

9.7%

Human Consumption of Fish:1990: 13 kg / person2000: >16 kg / person

Total

Fisheries

Aquaculture

48 % in 2005 or >60 million ton

Page 27: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

FAO, 2009

Page 28: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

from FAO

Page 29: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Europe imports >60 % of its aquatic foodstuffs

Trade flows of aquatic products into Europe

in US$ millions, c.i.f.; averages for 2004–06

from FAO

Page 30: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

“Aquaculture is probably the fastest growing food-producing sector, and currently accounts for almost 50% of the world’s food fish and is perceived as having the greatest potential to meet the growing demand for aquatic food.”

“Given the projected population growth over the next two decades, it is estimated that by 2030 at least an additional 40 million tons/year of aquatic food will be required to maintain the current per caput consumption.”

Page 31: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

INCREASED MARKET DEMAND

stagnantcapture fisheries

INCREASED aquaculture production

environmental problems?human health risks?

sustainable?

more responsible farming !

Page 32: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Priorities for future aquaculture:

from empiricial farming

towards

a knowledge-based bio-industry

Aquaculture: the blue biotechnology of the future ?

Page 33: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

• better targeted selection of species for either mass production or for niche markets

• •

Priorities for future aquaculture: from an empiricial towards a knowledge-based bio-industry

Page 34: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Species selection, biodiversity issues, market demands, etc.

Page 35: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

herbivorous species diversificationhighly recommended

! market demands ?

! health risks ?

Page 36: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

• better targeted selection of species for either mass production or for niche markets

• complete independence from natural stocks through domestication

• •

Priorities for future aquaculture: from an empiricial towards a knowledge-based bio-industry

Page 37: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Overview of different phases in aquaculture productions

stockingongrowing

extensiveintensive

frypostlarvae

seedlarvae

eggssperm

embryos

broodstockspawners

wild wild wild wild

market

hatc

hery

- algae- rotifers- artemia

Page 38: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

• better targeted selection of species for either mass production or for niche markets

• complete independence from natural stocks through domestication

•development of more efficient stocks through selective breeding

Priorities for future aquaculture: from an empiricial towards a knowledge-based bio-industry

Page 39: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

wild stock

domesticatedstock

breeding program

genetic improvement

breedingobjectives

geneticvariation

• disease resistance• growth rate• size / quality• feed conversion• fecundity• ease of domestication

Page 40: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Marine fish larviculture in the Mediterranean

• annual production of 1 billion fry • production cost 15 Euro cents a piece• average survival 20 % by day 60• low survival = critical bottleneck for future cost

efficiency and sustainability of the industry• microbial interference considered to be the main

culprit• no selected breeds available yet

Page 41: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Predictable & cost-effective availability of high-quality fry, fingerlings, postlarvae, seed,

spores, ...

disease free

disease resistantcertified seed

Page 42: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Mud crab : Scylla spp.

Macrobrachium rosenbergii

Penaeid shrimp

Turbot

Sea bass

Larviculture research

Oyster veliger

Page 43: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

The magic of the green-water technique

water quality conditioning

light shading direct f

ood source

trigger digestive system supply of micro-nutrients &

immunostimulants

microbial control

Page 44: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based
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Need for innovative microbial management systems

Quantitative analysis of

the bacterial community

Qual/Quant analysis of the bacterial composition

Biochemical analysis

e.g.antimicrobial substances

Biochemical analysis

e.g.antimicrobial substances

Host gene expression

analysis

Marker genes

Host gene expression

analysis

Marker genes

Fish and shellfish Fish and shellfish larvae validationlarvae validationFish and shellfish Fish and shellfish larvae validationlarvae validation

Gnotobiotic Artemia test

system

Gnotobiotic Artemia test

system

Quorum sensing analysis

Probiotic bacteriaPathogenic

bacteria

Feeds

Antimicrobial Peptides

ImmunostimulantsQuorum sensing

compoundsProbiotic bacteria

Pathogenic bacteria

Micro Algae /Feeds

Antimicrobial Peptides

Immunostimulants

PerformancePerformance

Artemiasystem

Gnotobioticmodel

systems

Gnotobiotic

Heat-shock proteins

Page 47: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

How to study host-microbial interactions?

known micro-

organisms

host

environment

hostsimplificati

on

complex gnotobiotic

reality?

MC

Page 48: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Effect of light stress on survival of xenic sea bass larvae

Axenic sea bass larvae are not sensitive to light stress

Gnotobiotic sea bass test system to study host-microbial interactions

0102030405060708090

100110120

0 1 2 3 4 5 6 7 8 9 10 11 12 13

time (day)

s urv

ival (%

)

axenic

xeniclight

dark

dark

light

Page 49: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

UGent Aquaculture R&D Consortium(partners in the study of microbial management systems)

Faculty of Bioscience Engineering

Animal Production - P. Sorgeloos en P. Bossier Biochemical and Microbial Technology – W. Verstraete and N. Boon

Faculty of Veterinary Medicine

Morphology – W. Van den Broeck Pathology, Bacteriology and Poultry Diseases – A. Decostere Virology, Parasitology and Immunology – H. Nauwynck

Faculty of Sciences

Biochemistry, Physiology and Microbiology – P. Vandamme and P. De VosBiology – D. Adriaens and W. Vijverman Molecular Genetics – D. Inzé, Frank Van Breusegem

Page 50: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based
Page 51: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

• better targeted selection of species for either mass production or for niche markets

• complete independence from natural stocks through domestication

• development of more efficient stocks through selective breeding

• more microbial management for more sustainable production

• •

Priorities for future aquaculture: from an empiricial towards a knowledge-based bio-industry

Page 52: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

70 % of all farmed fish are produced in ponds

What is the role of the microflora ?

Recent documentation:30 % N contribution from bio flocs !

Bio flocs

Page 53: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

• better targeted selection of species for either mass production or for niche markets

• complete independence from natural stocks through domestication

• development of more efficient stocks through selective breeding

• more microbial management for more sustainable production

• better understanding of immune systems in vertebrates and invertebrates to develop appropriate measures for disease prevention and/or control

• •

Priorities for future aquaculture: from an empiricial towards a knowledge-based bio-industry

Page 54: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

DISEASE TREATMENT(antibiotics)

DISEASE PREVENTION

consumerenvironment

Page 55: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

DISEASE CONTROL

preventive measures

GOOD MANAGEMENT PRACTICES ° water quality ° aeration ° seed ° stress ° feeds ° effluent treatment

Page 56: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

SINGLE AND DUAL EXPERIMENTAL INFECTION OF

SPECIFIC PATHOGEN-FREE Litopenaeus vannamei

SHRIMP WITH WHITE SPOT SYNDROME VIRUS

AND VIBRIO SPECIESPhD Le Hong Phuoc

Page 57: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Vibrios

Unstressed shrimp

No mortality

Vibrios

Stressed shrimp

Mortality

Vibrios

Non-compromised shrimp

No mortality

Vibrios

WSSV-compromised shrimp

Mortality

Role of stress factors Role of other pathogens

Polymicrobial diseases in the field

Page 58: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Conclusions & Recommendations for Shrimp Farms

• use SPF strains (also in research)

• apply strict biosecurity

• control vibriosis

Page 59: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

• better targeted selection of species for either mass production or for niche markets

• complete independence from natural stocks through domestication

• development of more efficient stocks through selective breeding

• more microbial management for more sustainable production

• better understanding of immune systems in vertebrates and invertebrates to develop appropriate measures for disease prevention and/or control

• more attention for integration of restocking activities with fisheries management

• •

Priorities for future aquaculture: from an empiricial towards a knowledge-based bio-industry

Page 60: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

• juvenile fitness• releasing strategies• impact on wild stocks

RESTOCKING

Page 61: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

• better targeted selection of species for either mass production or for niche markets

• complete independence from natural stocks through domestication

• development of more efficient stocks through selective breeding

• more attention for integration of restocking activities with fisheries management

• better understanding of immune systems in vertebrates and invertebrates to develop appropriate measures for disease prevention and/or control

• more microbial management for more sustainable production

• more polyculture systems especially in coastal and off-shore farms, integrating different niches of the ecosystem (fish, shellfish and seaweeds) and maximizing nutrient recycling

Priorities for future aquaculture: from an empiricial towards a knowledge-based bio-industry

Page 62: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

FOOD aquaculture BUSINESS aquaculture

Page 63: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

EXTRACTIVE aquaculture

nutrient recycling

FED aquaculture

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FOOD aquaculture BUSINESS aquaculture

intensify

polyculture

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Integrated farming of marine fish (cage), seaweeds and molluscs (longlines

& lantern nets)

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> 5 km

Page 71: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

• better targeted selection of species for either mass production or for niche markets

• complete independence from natural stocks through domestication

• development of more efficient stocks through selective breeding

• more attention for integration of restocking activities with fisheries management

• better understanding of immune systems in vertebrates and invertebrates to develop appropriate measures for disease prevention and/or control

• more microbial management for more sustainable production

• more polyculture systems especially in coastal and off-shore farms, integrating different niches of the ecosystem (fish, shellfish and seaweeds) and maximizing nutrient recycling

• full independence from fisheries stocks for lipid and protein ingredients in aquatic feeds

Priorities for future aquaculture: from an empiricial towards a knowledge-based bio-industry

Page 72: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

The fish meal / fish oil contradiction

Page 73: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

ALTERNATIVE PROTEIN / LIPID SOURCES plant protein

soybean corn gluten wheat oats barley

rendered products meat, bone & blood meal poultry by-products meal

single-cell protein /oil recovery protein /oil

seafood processing fisheries by-catch

human health concern?

disease risks?

Page 74: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

essential amino acids n-3 and n-6 fatty acids

microbial products genetically-engineered ?

SUBSTITUTION / SUPPLEMENTATION

Page 75: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

quality concerns

antibiotics pesticides

Page 76: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Meer omega-3 in dieet = meer vis

contaminants

Fish consumption

omega-3 FA(EPA&DHA)

Positiveto health

Negativeto health

Nutritional-toxicological

conflict

Mercury

PCBs

Dioxins

Risico met visserij NIET met aquacultuur

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ViFINET

NACA

AsianFisheriesSociety

China AquaFishNet

China Societyof Fisheries

Page 81: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

• FAO/NACA Aquaculture certification

• facilitated contacts between the FAO/NACA initiative and GAA, EUREPGAP, Thai Marine Shrimp Association…

• Thailand Department of Fisheries & Thai Frozen Foods Association

• offered networking services and contactsfor info session on Thai quality assurance programs at Seafood Brussels 2007 and 2008

• Pangasius farming in Vietnam – export to Europe

• facilitated contacts between NACA, WWF Vietnam’s PAD, Research Institute of Aquaculture nr 2, Can Tho University and Marine Harvest Pieters

Page 82: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

IMPORTANCE OF NETWORKING

• what is VIFINET• Vietnamese Fisheries and Aquaculture Institutes

Network• establishment in 2005 facilitated by major ASEM

Aquaculture Platform members (Ghent, Wageningen & Trondheim Universities)

• unites 4 universities and 4 research institutes

• objective• to promote collaboration among aquaculture

education and research institutions in Vietnam

• activities related to VIFINET• Best Management Practice in shrimp culture• Training Facility project (Belgian Embassy funding)• WAS Asian-Pacific Chapter conference ’07 in Hanoi • Pangasius Aquaculture Dialogue (PAD) by WWF &

NACA

CAMBODIA

LAOS

CHINA

Can Tho

Ho Chi Minh City

Nha Trang

Hanoi

Haiphong

Hue

Page 83: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

IMPORTANCE OF NETWORKING

• what is China AquaFishNet• consortium of leading 5 Chinese universities and 5 research

institutes • establishment facilitated by major ASEM Aquaculture Platform

members (Ghent, Wageningen & Trondheim Universities)

• objective• to promote collaboration

among aquaculture educationand research institutions in China

• planned activities • exchange of students and staff between the China and Europe

(practical training and/or course modules)• develop a priority list of joint research topics (→ joint FP7

projects)• make bilateral agreements for PhD study collaboration• …

Page 84: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

75% = water

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Training & extension

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Mozambique, VAIS

Kenya, VLIR EI

Page 87: 21st Century Aquaculture from empirical farming towards a knowledge-based biotechnology 21st Century Aquaculture from empirical farming towards a knowledge-based

Crater Lakes in W-Uganda salt (extraction) lakes freshwater lakes

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www.aquaculture.ugent.be