geodata to control potato late blight in bangladesh ...€¦ · content of text message: 1. an...

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Geodata to control potato late blight in Bangladesh (GEOPOTATO) Three years of potato late blight decision support Geert Kessel, Huib Hengsdijk, Annette Pronk, Jean-Marie Michielsen May, 2019

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Page 1: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Geodata to control potato late blight

in Bangladesh (GEOPOTATO)

Three years of potato late blight decision support

Geert Kessel, Huib Hengsdijk, Annette Pronk, Jean-Marie Michielsen

May, 2019

Page 2: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Outline

Context

● Goals, potato, PLB

The GeoPotato system

● Weather forecasts & systems

User engagement

Results

● Number customers

● Demo fields

Discussion & Conclusions

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Page 3: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

G4AW Program Geodata for Agriculture and Water

NL Ministry of Foreign Affairs

executed by National Space Office (NSO)

Stimulate the use of satellite and mobile data to support food

security in developing countries

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Objectives:

• > 10% more food production

• 10% input efficiency

• Alleviate poverty of 3 million

food producers

• 100,000 farmers per project

• Sustainable business case

Page 4: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Potatoes in Bangladesh

168 million people, 50% works in agriculture

Land area: 4 x the Netherlands

Lower middle income country 1500 USD/capita/y

Harvested potato area: 450,000 ha>90% fresh market

Third largest potato producer in Asia

Irrigated winter crop:

December - March

90 days growing season

Geopotato: 3 target areas

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Page 5: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Late Blight in Bangladesh

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● Major constraint for 95% of farmers

● Yield losses due to LB: 25 – 57%

● General lack of knowledge on pest & diseases management

● Wait for first infection

● Spray Mancozeb

● Follow up with Ridomil (metalaxyl)

● Geopotato survey: P. infestans population 100% EU_13_A2 EU origin, highly aggressive, metalaxyl resistant.

Page 6: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

P. infestans Bangladesh 2014 - 2018

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2018 2017 2016

2015 2014

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GEOPOTATO: Decision support components

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Crop growth model

Observed weather

Satellite Images

Forecasted weather

Crop development (LAI) + Approx. Location

DSS

Remaining

fungicide

protection

Page 8: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

The GeoPotato system

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Geodata service:

● Identify crop cohorts by planting date: 4 cohorts/month, Oct – Dec

● Measure NDVI

● Translate NDVI LAI (m2 foliage/m2 soil)

● Fill gaps between measurements using simulation model

● Calculate foliar growth since last spray

● Too much?

Page 9: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil
Page 10: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Classification Rangpur 2016-2017

54000 ha official stats5400812

ha classificationCrop cohorts

Open waterForestOther cropsUrbanPotato 1 novPotato 20 novPotato 10 decPotato 1 janSand

Page 11: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

The GeoPotato system

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Weather service:

● AWS’s (2x Munshiganj, 2x Rangpur and 1x Dinajpur) continuous dataset of hourly data

● Weather forecast

● GFS (year 1) continuous dataset of hourly data 10 days ahead

● WRF (year 2) continuous dataset of hourly data

10 days ahead

● Climatology (year 3)

● Combined dataset: from planting 10 days ahead.

Page 12: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Some tiny technical problems ..

GFS forecasted rH too low

WRF forecasted rH better but also too low

Manual override for rest of the season

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Page 13: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Temperature profile above Dhaka

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Year 3 solution

Climatology

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0 30 60 90 120 150 180 210 240 270 300 330 360

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Julian date

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The GeoPotato system

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The decision support service

AWS data, # infection events Climatology, count inf. events 3 days ahead

Last Spray Today

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The GeoPotato system

The message service

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Page 18: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

User engagement

Service system ready: How to reach 100,000 customers?

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Distribute 10,000 posters Distribute 40,000 folders

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User engagement

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Sound car and distribution of folders

Radio interviews

Newspaper articles

Financial Express

Feb. ‘18

Village open air video shows

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User engagement: Demo fields

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Set up field demonstration (± 50)and organize farmer field days

Page 21: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

GeoPotato TV Commercial

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Page 22: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Results: Number of customers

Multiplication factor = ± 10 (subscribed farmers shared

SMS on average with 10 other farmers)

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year # Subscriptions Area coverage (districts)

2016/17 120 Munshiganj

2017/18 6,200 Munshiganj + Rangpur

2018/19 42,000 Munshiganj + Rangpur + Dinajpur

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Results: yields of demo fields

Happy farmers & researchers

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year n yield change compared to FP districts

2016/17 6 + 7% Munshiganj

2017/18 6 - 1% Munshiganj

14 + 22% Rangpur

2018/19 7 +13% Rangpur

6 +20% Dinajpur

Page 24: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Farmer’s reaction to GeoPotato service

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Page 25: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Discussion & Conclusions

>100,000 farmers potentially benefitted from service.

Positive evaluation of service provision (potato yields, farmer testimonies, costs reductions).

● However, not all results are easily explained, especially yields of demo fields.

Tailor-made DSS to the prevailing conditions:

● Use of outdated (?) GSM/3G

● Climatology instead of weather forecasts

● Do we need remote sensing information?

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Page 26: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Discussion & conclusions

Business case: work in progress.

● In parallel: develop new proposal(s) to maintain and expand service

Demand for adding other services (dosing fungicides, fertilizer advice) and for other crops, especially rice.

● Service expansion to rice would strengthen business case and reduce operational costs.

Smartphone instead of GSM/3G allows more and better service delivery, but:

● When 4G network will be rolled out in rural BNG?

● Smartphone ownership low in rural BNG (<20%)

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Page 27: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Thank you for

your attention!

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Page 28: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Field visit to Munshiganj

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Page 29: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Field visit to Munshiganj

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Page 30: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Late Blight in Munshiganj

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Page 31: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Late Blight in Mushiganj, January 2016

Page 32: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Potato Harvest and Storage in Munshiganj

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Page 33: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

Discussion with Farmers group

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Page 34: Geodata to control potato late blight in Bangladesh ...€¦ · Content of text message: 1. An infection period is expected 2. Please spray with preventive fungicide e.g. Indofil

The office ;-)

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