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2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: *...

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2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID SYSTEMS FOR FRESH- MARKET PACK-OUT BLUEBRRY * BLUEBERRY PACKING LINE EVALUATION Fumiomi Takeda USDA-ARS Appalachian Fruit Research Station Kearneysville, WV 25430
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Page 1: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

2015 Spring Meeting Florida Blueberry Growers’ Association

CURRENT USDA BLUEBERRY RESEARCH:

* SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID SYSTEMS FOR FRESH-

MARKET PACK-OUT BLUEBRRY* BLUEBERRY PACKING LINE EVALUATION

Fumiomi TakedaUSDA-ARS Appalachian Fruit Research StationKearneysville, WV 25430

Page 2: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Bartow, FLFeb. 2013

Seasonal, Retractable Shading System for Blueberries in the Southeast

• Cooler plant temperature/Substitute for HC?• Advance bloom, Improve fruit set• Reduce frost damage, Bird predation?• Increase U-Pick customer satisfaction

Page 3: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Scale-Neutral Harvest-Aid System and Sensor Technologies to Improve Harvest Efficiency and Handling of Fresh-Market Highbush Blueberries Project Overview

USDA NIFA competitive grant: Specialty Crop Research Initiative ($2.37 million) 14 PIs from 10 LAND-GRANT UNIVERSITIES and USDA-ARS Multi-state, comprehensive 4-year research/ extension project to develop semi-

mechanical harvesters and sensor technologies to take fresh market blueberry production to next level

3

Page 4: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Objectives 1. Develop high-throughput phenotyping, sensor technologies 2. Design a new semi-mechanical harvest-aid system for efficient

mechanical fruit harvesting for small- and medium-size blueberry farms and with fruit quality for fresh-market pack-out

3. Develop the next-generation berry impact recording sensor and use it to improve harvest and postharvest operations through a critical understanding of mechanical impacts

4

Page 5: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Objectives

4. Determine microbial contamination and criticalcontrol points along the harvest and

postharvest chain with the new harvesting system

5. Conduct economic and ergonomic analyses of new developed harvesting technologies

6. Outreach and technology transfer

Page 6: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

HAND-HARVESTED MACHINE-HARVESTED

Page 7: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Hand-harvested blueberries

Page 8: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Fruit dropped from heights > 2 feet

Page 9: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Internal bruise detection using near infrared imaging system

9/27

Band ratio near infrared images (1075/1250 nm) of bruised blueberries (top row) and healthy blueberries (bottom row);

Bruised

• A SWRI hyperspectral imaging system will be used• PCA and minimum noise fraction transform will be used to enhance

features• Band ratio images will be used to enhance bruising feature• Linear Bayesian classifier for classification

Page 10: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Thermal imaging

• Pulsed-phase thermography• Thermal camera (T440, FLIR) 320 x 240• 10 s heat excitation • Frequency, amplitude, and phase delay will be analyzed by fast

Fourier transform using Matlab• Artificial bruising (pendulum); 24h and 48h after bruising

10/27

Bruised

Thermal image of one bruised (right) and one healthy (left) blueberries (Li, Unpublished work).

Page 11: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

PACKING HOUSE EVALUATION

Page 12: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

12/27

BIRD Sensor: Assembly

3 Accelerometers

Y

Page 13: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

BIRD II

Page 14: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

CUMULATIVE DROP HEIGHT = ~ 40 in.

Page 15: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Grading Line

SIZER

ELECTRONIC SORTER *

*

*

*

Page 16: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Fruit dropped once from 24-inch height onto padded surface

Page 17: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Fruit dropped 5 times from 6-inch height to hard surface

Page 18: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Objective 2

•Design a new semi-mechanical harvest-aid system for efficient mechanical fruit harvesting for small- and medium-size blueberry farms.

Goal: Machine harvest blueberries without bruising them!

18/27

Page 19: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

1. Plant canopy manipulation; 2) Positioning of catcher plates

Alternative Harvester Design: Reduce how far berries drop

Page 20: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Catcher plate design

Padded catcher plate

Various padding products are being evaluated

Drop height (cm)

0 20 40 60 80 100 120 140

Imp

act

(g

)

0

200

400

600

800

1000Plastic r2=0.99No Bruze r2=0.99

(a)?

Page 21: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Putting all the components together:

Page 22: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Multi-Row Harvesting Platform?

Improved fruit removal apparatus Catcher plates that minimize fruit bruising Ergonomic Higher capacity platform harvesting system

Page 23: 2015 Spring Meeting Florida Blueberry Growers’ Association CURRENT USDA BLUEBERRY RESEARCH: * SEASONAL SHADING OF BLUEBERRY PLANTS * MECHANICAL AND HARVEST-AID.

Thank you!

Questions?


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