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Prof. Masaru Mizoguchi
Lab. of International Agro-InformaticsDept. of Global Agricultural Sciences
Univ. of Tokyo
Field Monitoring System to Promote Data Science-based Smart
Agriculture
AAUI Annual Forum@National Taiwan University
December 14, 2018
(1980)
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Introduction
• Farmers– can diagnose empirically conditions of complex soils.
– have the technology to make the best environment for crops.
• Amateur of agriculture– can not learn these technologies in a short time .
– However, can approach farmer’s technology if there is a suitable soil sensor.
• In this presentation, I will outline the field monitoring system to Promote Data Science-based Smart Agriculture
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Cloud data(Big data)
Sensing data(IoT sensor,
satellite data, etc.)
Analysis data(AI, statistics, model,
simulation, etc. )
Stock data(Ancient documents, non-electronic data)
Users( farmers, engineer, researchers, Administrative Officers, etc.)
Internet
paper,PC PC, Tablet, Smartphone
(Legacy type) (progressive type)
SNS
ICT
GISPictures, Movie
Tacit knowledge
Strategy of Agri-data science in Mizo lab.
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HALKA(遥) Smart electric fence(now developing)
Original devices developed by Mizo lab.
FieldRouter
Co-developer =XASN http://x-ability.co.jp/sp/index.php
特願2013-529029
公開番号WO2013-024877Patent 2017-092956
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ICT Agriculture in future
• Overseas local production– Toyota's agricultural version
– Agricultural production
– Apple, strawberry
– Earth Observation Data
– Robotics
• City– Place of interaction and
encounter
• Rural area– Child-rearing
– three generations family
– Industrial diversification
– Information infrastructure
– SNS, IoT
Toyota Kanban-system Agri Kanban-system
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Sensors for Agriculture
• Agricultural land monitoring– Meteorological parameters
• Air temperature, precipitation, solar radiation, wind, etc
– Soil data (soil moisture, temperature, nutrient)
– Crop data (growth rate, color)
– Environment (radioactivity, etc.)
• Agricultural land is not in the city!– No electric power, No WiFi
• It is desirable not to use wired on farmland– Cutting with a mowing sickle and a tractor
– Cutting by animals
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Soil sensor
• Soil moisture sensors measure– volumetric water content accurately and economically– the dielectric permittivity of the soil
• Benefits include: – TDR-level performance at a fraction of the cost – Very low power requirement– Easy installation at any depth and orientation
https://www.metergroup.com/environment/
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Field Monitoring System (FMS)
Water level sensor
(C)Mizo lab
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Setup images of FMS in paddy
Handa, Aichi Prefecturein Japan (2014)
drainage
Water level sensor-1
Weather station
FieldRouter
NABT(Communication
device)
Water level sensor-2
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Image at 8:00
calendarMonitoring data
Sensing data
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Water level in a paddy field
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airratiom
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Water level
High permeability
Low permeability
airatiom
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water loss in depth=50 mm/day
water loss in depth= 11 mm/day
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View of individual site
• Weather and soil data can be downloaded in CSV format– The data can be processed freely using EXCEL 14
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Monitoring sites by FMS
デモ http://www.iai.ga.a.u-tokyo.ac.jp/mizo/edrp/fukushima/monitoringsite.html
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Monitoring of Spinach field for food safety in Thailand (2008)
Installed on Dec. 20, 2007
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Farm to Table Experiment of Imported Spinach with ICT for bridging Thai Producer and Japanese Consumer
Fieldserver in Spinach field in Thailand
Information discovery toolsDisplay of real time monitoring in
Univ. cafeteria
Food communication
5%
95%
Thailand
Don't know
28%
72%
Before (Nov.5, 2008) After (Dec.8-11, 2008)
Recognition increased that“Spinach is from Thailand"
Imported spinach
Contents design and experiment by Mizo lab.
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Rice terrace monitoring in Indonesia (2014)
2014.11.11
2014.11.18
2014.11.25
http://data01.x-ability.jp/FieldRouter/vbox0121/
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Flood paddy monitoring in Thailand (2011)
2011.10.3
2011.10.5
2011.11.7
http://data01.x-ability.jp/FieldRouter/vbox0039/
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Water Management for Optimal Crop Management in India (2018)
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IoT application to Monitoring IitateVillage in Fukushima Prefecture (2011- )
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Effect of radiation shielding by snow
Snow fall
2014/03/09 12:23
Date in 2014
cpm
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Smart fence to protect wild boar's attack
2012/4/14
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Irrigation-water control in paddy field in Iitate Village, Fukushima (2018)
• https://paditch.com/product/paditch-gate
1. Set Paditch 2. Add camera 3. Control gate
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Harvesting monitoring by Field camera
2018/10/22 2018/10/25
Fence voltage
Like Phoenix
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Cattle (Wagyu) monitoring in Iitate village using image and thermal camera
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Conclusions
• Field Monitoring System (FMS) using sensors for agriculture is quite promising for smart agriculture
• We can use this system in all over the world fields where we can use mobile phone and solar panel
• Data analysis system using AI is needed
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28
Thank you for your attention