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L O V E T O M A T O 7th-8th March 2018
Postharvest Technology in Tomatoes
March 7th 2018
Eelke Westra
L O V E T O M A T O 7th-8th March 2018
 Wageningen University & Research – Postharvest Technology
 Quality traits in postharvest
● Measurements
● Predictability
 Packaging to maintain quality
 Choice of modality
 Summary
Outline
2
L O V E T O M A T O 7th-8th March 2018
Wageningen
mission
Natural resources and
Living environment
Food, feed and
biobased production
Society and well-being
L O V E T O M A T O 7th-8th March 2018
Supervisory Board
Executive Board
Concern Staff Facilities & Services
Organisational structure
Wageningen
International
RIKILT
Wageningen
Academy
Wageningen
Food & Biobased
Research
Wageningen
Livestock
Research
Wageningen
Bioveterinary
Research
Wageningen
Environmental
Research
Wageningen
Economic
Research
Centre for
Development
Innovation
Wageningen
Plant Research
Agrotechnology
& Food Science
Animal Sciences Environmental
Sciences
Social SciencesPlant Sciences
University
Research Institutes
Agrotechnology
& Food Sciences
Group
Animal
Sciences
Group
Environmental
Sciences
Group
Social
Sciences
Group
Plant
Sciences
Group
L O V E T O M A T O 7th-8th March 2018
Product
LogisticsTechnology
Post-harvest's multi-disciplinary approach
L O V E T O M A T O 7th-8th March 2018
Quality traits
6
L O V E T O M A T O 7th-8th March 2018
 Depends on consumer
expectance
 Is cumulative effect of
● Initial quality, genotype,
growing conditions,
Postharvest conditions
 Never improves over time (of
fresh produce)
● Tomatoes need ripening!
 Excellent quality
 Available year-round
 Food safe
 Tasty
 Nutritional value
 No food losses
 Sustainable
Quality
L O V E T O M A T O 7th-8th March 2018
Quality in the supply chain
8
0
10
20
30
40
50
60
70
80
90
100
0 1 2 3 4 5 6 7 8 9 10
Qualitytrait(%)
Time
Batch A
Batch B
Batch C
Acceptance Limit
L O V E T O M A T O 7th-8th March 2018
Post harvest quality
Quality
Phenotype
Genotype
Growing
conditions
Post harvest
L O V E T O M A T O 7th-8th March 2018
 Colour
 Firmness
 Brix / acidity
 Shelf life
 Defects
 .....
 Taste
 Stem & Calyx
 Anti-oxidants
 Healthy
 ...
Quality traits
10
L O V E T O M A T O 7th-8th March 2018
Measurements
11
L O V E T O M A T O 7th-8th March 2018
 Towards objective + on location measurements
Colour measurement
www.techkon.comResult of
https://www.wur.nl/en/project/GreenCHAINge-Fruit-Vegetables-sustainable-chains-.htm
L O V E T O M A T O 7th-8th March 2018
Creating classes based on colour
13
Result of
https://www.wur.nl/en/project/GreenCHAINge-Fruit-Vegetables-sustainable-chains-.htm
L O V E T O M A T O 7th-8th March 2018
Taste
14
Electronic “Nose”
Result of
https://www.wur.nl/en/project/GreenCHAINge-Fruit-Vegetables-sustainable-chains-.htm
L O V E T O M A T O 7th-8th March 2018
Prediction
15
L O V E T O M A T O 7th-8th March 2018
4 varieties
2 colour stages
 Variety differences
 Shelf life: 6 tot > 45
 Firmness on day 1 poor
correlation with firmness
development
Genotype and Firmness
Time
Firmness
L O V E T O M A T O 7th-8th March 2018
Chain conditions
Temperature
Distribution
[days]
8°C 10°C 12°C 18°C
9 ++ ++ + ---
11 ++ + + ---
14 + + --- / + ---
17 + --- / + --- ---
19 --- / + --- / + --- ---
L O V E T O M A T O 7th-8th March 2018
Steering the ripening process
Understanding
the ripening
process and using
applications like
1-MCP helps to
adjust quality as
desired
18
L O V E T O M A T O 7th-8th March 2018
Modelling complexity
 Multi-input factors
 Multi-output parameters
 Complex interactions
 Different parts of the supply
chain
What is the expected quality
attribute (Q) of the tomato
cultivar (x) produced by
grower (y) in season (z) stored
for (a) days at temperature (b)
in packaging (c)?
19
L O V E T O M A T O 7th-8th March 2018
New powerful tool: Bayesian Networks
 Use in:
● Medicine: Diagnostics
● Sports: Betting
“Humans tend to fail to change
their mind in the face of changing
evidence”
 Under development in
horticulture
● Predict vase life of cut
flowers (roses)
● Predict quality of
strawberries
20
FeverCough
FluSmokes
Allergy
L O V E T O M A T O 7th-8th March 2018
Complex Soft Fruit Network
21
Result of
https://www.wur.nl/en/project/GreenCHAINge-Fruit-Vegetables-sustainable-chains-.htm
L O V E T O M A T O 7th-8th March 2018
Packaging
22
L O V E T O M A T O 7th-8th March 2018
 Fit logistical system
 Enables optimal conditioning
Packaging
L O V E T O M A T O 7th-8th March 2018
 Tomatoes packed in its own leaves
 Sold by The Greenery and won European award
Tomato package: WFBR technology
L O V E T O M A T O 7th-8th March 2018
 Where are you?
 How are you? (Prediction models T-based)
 How long keepable?
Fresh box concept for e-commerce
Pasteur RFID chip
L O V E T O M A T O 7th-8th March 2018
PicknPack – Vine tomato from crate VIDEO
https://www.youtube.com/watch?v=CZ53x2owBY8
L O V E T O M A T O 7th-8th March 2018
Choice of modality
27
L O V E T O M A T O 7th-8th March 2018
Product
LogisticsTechnology
Transport choice interwoven
L O V E T O M A T O 7th-8th March 2018
 What choice to make with information supplied (known)
Information based choice
29
Temperature
Distribution
[days]
8°C 10°C 12°C 18°C
9 ++ ++ + ---
11 ++ + + ---
14 + + --- / + ---
17 + --- / + --- ---
19 --- / + --- / + --- ---
L O V E T O M A T O 7th-8th March 2018
 Initial Quality
 Climate conditions in modality
● Packaging
● Climate control
 Time spend in the supply chain
 Costs of modality
Choice of modality
30
L O V E T O M A T O 7th-8th March 2018
 Origin: Kenia Roses
 Destination: Netherlands
 Transport: Sea
 Equipment: 40ft reefer container
 Product: Cut Roses
 Transit time: 30 days
 Vase life: >7 days
 https://m.youtube.com/watch?v=1XfDTfSem6Y
Transport of cut-flowers
31
https://www.wur.nl/en/project/GreenCHAINge-Ornamentals.htm
L O V E T O M A T O 7th-8th March 2018
Summary
32
L O V E T O M A T O 7th-8th March 2018
 Consumer more critical demands
 Longer storage / transport time
 Developing products / production
methods
“One size DOESN’T fit all”
 Techniques available to:
● Adapt to specific (changing)
demands
● Extend shelf life
Summary
33
L O V E T O M A T O 7th-8th March 2018
Thank you
Wageningen Food & Biobased
Research
Eelke.Westra@wur.nl
+31 317 480 208
34

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Postharvest Technology in Tomatoes

  • 1. L O V E T O M A T O 7th-8th March 2018 Postharvest Technology in Tomatoes March 7th 2018 Eelke Westra
  • 2. L O V E T O M A T O 7th-8th March 2018  Wageningen University & Research – Postharvest Technology  Quality traits in postharvest ● Measurements ● Predictability  Packaging to maintain quality  Choice of modality  Summary Outline 2
  • 3. L O V E T O M A T O 7th-8th March 2018 Wageningen mission Natural resources and Living environment Food, feed and biobased production Society and well-being
  • 4. L O V E T O M A T O 7th-8th March 2018 Supervisory Board Executive Board Concern Staff Facilities & Services Organisational structure Wageningen International RIKILT Wageningen Academy Wageningen Food & Biobased Research Wageningen Livestock Research Wageningen Bioveterinary Research Wageningen Environmental Research Wageningen Economic Research Centre for Development Innovation Wageningen Plant Research Agrotechnology & Food Science Animal Sciences Environmental Sciences Social SciencesPlant Sciences University Research Institutes Agrotechnology & Food Sciences Group Animal Sciences Group Environmental Sciences Group Social Sciences Group Plant Sciences Group
  • 5. L O V E T O M A T O 7th-8th March 2018 Product LogisticsTechnology Post-harvest's multi-disciplinary approach
  • 6. L O V E T O M A T O 7th-8th March 2018 Quality traits 6
  • 7. L O V E T O M A T O 7th-8th March 2018  Depends on consumer expectance  Is cumulative effect of ● Initial quality, genotype, growing conditions, Postharvest conditions  Never improves over time (of fresh produce) ● Tomatoes need ripening!  Excellent quality  Available year-round  Food safe  Tasty  Nutritional value  No food losses  Sustainable Quality
  • 8. L O V E T O M A T O 7th-8th March 2018 Quality in the supply chain 8 0 10 20 30 40 50 60 70 80 90 100 0 1 2 3 4 5 6 7 8 9 10 Qualitytrait(%) Time Batch A Batch B Batch C Acceptance Limit
  • 9. L O V E T O M A T O 7th-8th March 2018 Post harvest quality Quality Phenotype Genotype Growing conditions Post harvest
  • 10. L O V E T O M A T O 7th-8th March 2018  Colour  Firmness  Brix / acidity  Shelf life  Defects  .....  Taste  Stem & Calyx  Anti-oxidants  Healthy  ... Quality traits 10
  • 11. L O V E T O M A T O 7th-8th March 2018 Measurements 11
  • 12. L O V E T O M A T O 7th-8th March 2018  Towards objective + on location measurements Colour measurement www.techkon.comResult of https://www.wur.nl/en/project/GreenCHAINge-Fruit-Vegetables-sustainable-chains-.htm
  • 13. L O V E T O M A T O 7th-8th March 2018 Creating classes based on colour 13 Result of https://www.wur.nl/en/project/GreenCHAINge-Fruit-Vegetables-sustainable-chains-.htm
  • 14. L O V E T O M A T O 7th-8th March 2018 Taste 14 Electronic “Nose” Result of https://www.wur.nl/en/project/GreenCHAINge-Fruit-Vegetables-sustainable-chains-.htm
  • 15. L O V E T O M A T O 7th-8th March 2018 Prediction 15
  • 16. L O V E T O M A T O 7th-8th March 2018 4 varieties 2 colour stages  Variety differences  Shelf life: 6 tot > 45  Firmness on day 1 poor correlation with firmness development Genotype and Firmness Time Firmness
  • 17. L O V E T O M A T O 7th-8th March 2018 Chain conditions Temperature Distribution [days] 8°C 10°C 12°C 18°C 9 ++ ++ + --- 11 ++ + + --- 14 + + --- / + --- 17 + --- / + --- --- 19 --- / + --- / + --- ---
  • 18. L O V E T O M A T O 7th-8th March 2018 Steering the ripening process Understanding the ripening process and using applications like 1-MCP helps to adjust quality as desired 18
  • 19. L O V E T O M A T O 7th-8th March 2018 Modelling complexity  Multi-input factors  Multi-output parameters  Complex interactions  Different parts of the supply chain What is the expected quality attribute (Q) of the tomato cultivar (x) produced by grower (y) in season (z) stored for (a) days at temperature (b) in packaging (c)? 19
  • 20. L O V E T O M A T O 7th-8th March 2018 New powerful tool: Bayesian Networks  Use in: ● Medicine: Diagnostics ● Sports: Betting “Humans tend to fail to change their mind in the face of changing evidence”  Under development in horticulture ● Predict vase life of cut flowers (roses) ● Predict quality of strawberries 20 FeverCough FluSmokes Allergy
  • 21. L O V E T O M A T O 7th-8th March 2018 Complex Soft Fruit Network 21 Result of https://www.wur.nl/en/project/GreenCHAINge-Fruit-Vegetables-sustainable-chains-.htm
  • 22. L O V E T O M A T O 7th-8th March 2018 Packaging 22
  • 23. L O V E T O M A T O 7th-8th March 2018  Fit logistical system  Enables optimal conditioning Packaging
  • 24. L O V E T O M A T O 7th-8th March 2018  Tomatoes packed in its own leaves  Sold by The Greenery and won European award Tomato package: WFBR technology
  • 25. L O V E T O M A T O 7th-8th March 2018  Where are you?  How are you? (Prediction models T-based)  How long keepable? Fresh box concept for e-commerce Pasteur RFID chip
  • 26. L O V E T O M A T O 7th-8th March 2018 PicknPack – Vine tomato from crate VIDEO https://www.youtube.com/watch?v=CZ53x2owBY8
  • 27. L O V E T O M A T O 7th-8th March 2018 Choice of modality 27
  • 28. L O V E T O M A T O 7th-8th March 2018 Product LogisticsTechnology Transport choice interwoven
  • 29. L O V E T O M A T O 7th-8th March 2018  What choice to make with information supplied (known) Information based choice 29 Temperature Distribution [days] 8°C 10°C 12°C 18°C 9 ++ ++ + --- 11 ++ + + --- 14 + + --- / + --- 17 + --- / + --- --- 19 --- / + --- / + --- ---
  • 30. L O V E T O M A T O 7th-8th March 2018  Initial Quality  Climate conditions in modality ● Packaging ● Climate control  Time spend in the supply chain  Costs of modality Choice of modality 30
  • 31. L O V E T O M A T O 7th-8th March 2018  Origin: Kenia Roses  Destination: Netherlands  Transport: Sea  Equipment: 40ft reefer container  Product: Cut Roses  Transit time: 30 days  Vase life: >7 days  https://m.youtube.com/watch?v=1XfDTfSem6Y Transport of cut-flowers 31 https://www.wur.nl/en/project/GreenCHAINge-Ornamentals.htm
  • 32. L O V E T O M A T O 7th-8th March 2018 Summary 32
  • 33. L O V E T O M A T O 7th-8th March 2018  Consumer more critical demands  Longer storage / transport time  Developing products / production methods “One size DOESN’T fit all”  Techniques available to: ● Adapt to specific (changing) demands ● Extend shelf life Summary 33
  • 34. L O V E T O M A T O 7th-8th March 2018 Thank you Wageningen Food & Biobased Research Eelke.Westra@wur.nl +31 317 480 208 34

Editor's Notes

  1. Wageningen University & Research’s organisational structure (optional slide): animated slide
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