This presentation was given during the Winter College on Applications of Optics and Photonics in Food Science in Feb. 2019 at the Abdus Salam International Centre for Theoretical Physics (ICTP).
Remote sensing and optical imaging/sensing -- introduction --
1. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 1
Remote Sensing and Optical Imaging/Sensing
-- Introduction --
Sarun Sumriddetchkajorn
NSTDA Research Fellow
National Electronics and Computer Technology Center (NECTEC)
National Science and Technology Development Agency (NSTDA)
Ministry of Science and Technology, Thailand
E-mail: sarun.sumriddetchkajorn@nectec.or.th
2. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 2
Outlines
• Brief Introduction about NSTDA, NECTEC
• (Far) Remote Sensing and Optical Imaging -- Satellites
• (Not Far) Remote Sensing and Optical Imaging -- Drones
• (Near you) Local Sensors and Systems
• Conclusion
4. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 4
- Thailand Science Park (47 Acres)
- 30 km from downtown Bangkok
- 440 research staff and 227 support staff
NECTEC
5. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 5
Demand
6. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 6
Speech and Text
Understanding
AI & Computing
Advanced Electronic Sensing
Intelligent Systems & Networks
Language and Semantic
Technology
Image Processing and
Understanding
Data-Driven Simulation
and Systems
Knowledge Elicitation and
Archiving
Neural Signal Processing
Human Behavior
Analytics
Opto-Electrochemical
Sensing
Photonics Technology
Terahertz Technology
Design, Simulation,
Characterization, and
Circuit Design
Silicon Technology
Industrial Fabrication
Machines and Power
Conversions
Intelligent SCADA
Embedded System
Technology
Smart Machine and Mixed
Reality
Machine Vision
AI
Data Science and Analytics
Spectroscopic and Sensing Devices
Thai Microelectronics Center
Intelligent Systems
Strategic Analytics
Networks with Machine
Learning and AI
Data Communication and Networks
Internet Innovation
Location and Automatic
Identification Systems
Intelligent Transportation
Systems
Information Security
RF Electronics
NSTDA-Supercomputer Center
Center for Cyber-Physical Systems
National S&T InfrastructureSolar Technology
Engineering
Surface and Microfluidic
Device Innovation
National Computing and
Cyber-Physical Infrastructure
8. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 8
Optics and Photonics in Food Science
We want to do Food Science
in a more Precise Way
9. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 9
Precision Agriculture is about whole farm management with the
goal of optimizing returns on inputs while preserving resources
http://en.wikipedia.org/wiki/Precision_agriculture
Precision agriculture aims to optimize field-level management with regard to:
Crop Science: by matching farming practices more closely to crop needs (e.g. fertilizer inputs);
Environmental Protection: by reducing environmental risks and footprint of farming (e.g. limiting
leaching of nitrogen);
Economics: by boosting competitiveness through more efficient practices (e.g. improved
management of fertilizer usage and other inputs).
- Collection of real-time data on weather, soil and air quality, crop maturity
and even equipment and labor costs and availability
- Predictive analytics for smarter decision making
http://www.research.ibm.com/articles/precision_agriculture.shtml
11. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 11
• Satellites
• Airplanes/Drones
• Local Sensors
Closer and Better Resolution
Customers
Farms
12. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 12
Photonics in Precision Agriculture
• It helps carry information (optical, chemical, physical, biological properties).
• Its module/system can process the information at a very fast speed via high-
speed large-data-packet communications or parallel processing.
• Real module/system involves other disciplinary such as Chemistry, Biology,
Electronics, Computer Sciences, Mechanics,…
Non Contact High
Sensitivity
High
Resolution
High
Specificity
High Dynamic
Range
Robustness
13. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 13
http://www.newworldencyclopedia.org/entry/Image:EM_Spectrum3-new.jpg
Reflection, Refraction, Absorption, Scattering
Interference, Diffraction, Polarization, Quantum
14. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 14
dedunn.edublogs.org
16. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 16
VHI: Vegetation Health Index
Laser Focus World, p. 51-57, Apr. 2014
Normalized Difference
Vegetation Index (NDVI)
17. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 17
Panchromatic and Multispectral
4 Bands (nm): Blue (450-520), Green (520-600), Red (630-690),
IR (760-900)
Point Target: 16.5 km
Panchromatic and Multispectral
8 Bands (nm): Blue (400-450), Blue (450-510),
Green (510-580), Yellow (585-625), Red (630-
690), IR (705-745), (770-895), (895-1040)
Panchromatic and Multispectral
11 Bands (nm): Blue (430-450), Blue (450-515), Blue (500-680),
Green (530-590), Red (640-670), IR (850-880), IR (1570-1650), IR
(1360-1380), IR (2110-2290), IR (10600-11190), IR (11150-12510)
Panchromatic and Multispectral
7 Bands (nm): Blue (450-520), Green (520-600), Red (600-690), IR
(770-900), IR (1550-1750), IR (10400-12500), IR (20800-23500)
Point Target: 80 m
18. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 18
Blue (450-515)
Green (525-605)
Red (630-690)
IR (775-900)
IR (1550-1750)
IR (10400-12500)
IR (20900-23500)
Coastal, Type of Plant,
Greeness
Type of Plants
Chlorophyll
Absorption
Land & Water
Soil Moisture
Heat Surface,
Soil Moisture,
Plant Stress
Type of Rocks
Image
Processing
• Feature
Classification
• Feature
Extraction
• Mathematical
Models
• Geographic
Information
System
Mapping
19. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 19
Rice
Cassava
Corn
Sugarcane
Rice Cassava Corn Sugarcane
Water Usage
Agriculture Area Damaged from Flood
Total Planting Area
Normalized Difference
Vegetation Index (NDVI)
GISTDA: Agonline for monitoring crops
20. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 20
Plant Disease Status
GISTDA: Cmet for monitoring crop status
21. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 21
Temperature
Relative Humidity Rain Gauge
GISTDA: Cmet for monitoring crop status
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01-15 Jan.19
16-30 Sep.18
GISTDA: Rice for monitoring the growth of rice
27. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 27
Wavelength Selection & Math Models are Very Important
for Specific Fields of Interest
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• Monitoring
• Mapping
• Evaluating
• Controlling
https://www.itu.int/pub/D-STR-E_AGRICULT.02-2018
29. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 29
https://www.itu.int/pub/D-STR-E_AGRICULT.02-2018
30. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 30
https://www.itu.int/pub/D-STR-E_AGRICULT.02-2018
31. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 31
Many Startups in Drone Business for Agriculture
https://www.disruptordaily.com/10-companies-using-drones-disrupt-agriculture-industry/
32. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 32
Examples of Local
Sensors and Systems
34. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 34
agriphotonics.com
philips.com/horti
Horticulture
35. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 35
Light Source
Light Guide
Teat
Monochromator
vision-systems.com
Mastitis Analysis
36. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 36
Thermal Imaging Applications
InfraMation, 2007, ITC121A
(Heat Stress Management)
Poultry
Viticulture
J Expt. Botany 58, 815–825, 2007.
39. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 39
Two-Dimensional Fruit Ripeness Analyzer
Features
• 2-D ripeness estimation
• Ripeness levels: immature to overripe
Y. Intaravanne, S. Sumriddetchkajorn, and J. Nukeaw, Sensors and Actuators B: Chemical, Vol. 168, pp. 390-394, 2012.
Fluorescent Imaging + Spectral Imaging + Image Processing
VIS UV
Proposed
Concept
ImmatureImmature
RipeOverripe RipeOverripe
RipeOverripe RipeOverripe
RipeOverripe
Immature
RipeOverripe
Immature
RipeOverripe
Immature
40. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 40
Need to measure shape and size easily
Conservation of Unique Thai Buffalo
Measuring Tape?
41. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 41
Optical Pattern from Kinect
3D Fringe Pattern
42. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 42
3D Scanners: Big Object (e.g., Buffalo)
43. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 43
Leads to simple evaluation of the
body weight and body surface area
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Features & Specifications
•2 HD video recorder
•Scan volume: 1x1x1 m
•Maximum weight of root: 10 kg
•Scanning time: 4 sec
•Evaluation: structure of root system
architecture, root length, root width
Alliance & Customers
•BIOTEC / NSTDA
•Forschungszentrum Jülich, Germany
•Rayong Field Crops Research Center
Plant Phenotyping: Casava Root Traits
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3D Scanner and Plant Phenomics
• Volumetric analysis: 110 microns resolution and 50 microns
accuracy
• Analysis: Leaft area, leaf color levels, size of nods, branch
length, height
46. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 46
Surface Enhanced Raman Scattering (SERS) Chips
N. Nuntawong, M. Horprathum, P. Eiamchai, K. Wong-ek, V. Patthanasettakul, P. Chindaudom, Vacc., Vol. 84, pp. 1415-
1418, 2010.
Nanotechnology + Optical Spectroscopy
• Narcotic Drug Detection
• Explosive Material Analysis
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THz Spectroscopy for Water Content Analysis in Leave
50. Sarun Sumriddetchkajorn, Feb. 13, 2019: Winter College on Applications of Optics and Photonics in Food Science 50
Conclusion
• Optical sensors and systems for agriculture can be
operated from… far away
not too far away
in the farm
Satellites
Airplanes/Drones
Local sensors and systems
• It is not only about Optics and Photonics but
Multidisciplinary (Biology, Chemistry, Electronics
Engineering, Mechanical Engineering,…)
• We should choose the right spectra with appropriate
sensing & systems to answer the needs in each
application