hot spots detection by a micro-satellite uniform-1 › gsrt › 20170114_miniws_kouyama...2017/01/14...
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Hot spots detection by a micro-satellite UNIFORM-1
50cm
~50 kg
Challenge for wildfire detection with a micro-satellite “UNIFORM-1”
Toru Kouyama ([email protected]), Soushi Kato, Geoinfomation science team members (AIRC, AIST)
Lansat-8~2,000 kg
Wakayama univ.
AIST(Tsukuba)
Send commands
UNIFORM Satellite operation
Data receive
AIST data server
We are not only data user,but also data provider :)
Data publish& Analises
Data processing
UNIFORM-1 has been continuously operated since its launch in 2014, though we lost its attitude control completely. (Cameras are still working well)
UNIFORM-1, the first test satellite for a wildfire monitoring constellation program, “UNIFORM”
Three satellites planned, but only one satellite launched..
Launch: 2014. 05.24
Wakayama Univ.
Bolometer(BOL), non-cooled thermal infrared imager
Wavelength: 8-14 μmNETD: 0.12K @ 300KGSD: 160 m @ 628 kmFOV: 100 x 75.4 km
“Shutterless”
Wavelength: 0.4-1 μmGSD: 86 m @ 628 kmFOV: 110 x 88.2 km
[Yamaura et al., 2014]
Visible camera(VIS), guiding camera for BOL
Examples of wildfires/hot spot detections
Wildfires
VIS
Smoke
2015.10.08 Mozambique
10 km
2015.08.23, , AngolaN10.1°, E20.1°
1 km
冷たい 熱い
撮影日 9月28日 12:02頃(JST)
撮影日 9月29日 12:21頃(JST)
©UNI FORM
©UNI FORM ©UNI FORM
©UNI FORM
Examples of wildfires/hot spot detections
Visible camera Thermal infrared
Visible camera Thermal infrared
Mt. Ontakeeruption, Japan
2014. 09. 27
9/28
9/29
UNIFORM-1 provided the thermal images earlier than other satellites,demonstrating small satellite’s good ability of immediate detection.
Volcano eruption
Examples of wildfires/hot spot detections
和歌山大学プレスリリースより
Volcano activities
Volcan, Wolf
Lava flow?
Coast line
2015.06.17Galapagos Islands
Mt. Raung
Crater
2 km
2015.10.18Java island
UNIFORM Browser○Free & Open data publishing service
UNIFORM Browser
http://legacy.geogrid.org/uniform1/index.html
TIR Browser (integrating many TIR sensors)
UNIFORM-1, the first test satellite for a wildfire monitoring constellation program, “UNIFORM”
Thermal camera- 8-12um- ~180 m/pix
Guide camera- Visible range- ~90 m/pix
Three satellites planned, but only one satellite launched..
11
Example of constellating observation
From Yosemite National Park HP
Yosemite wildfire event in Sep. 2014Cause: Stroke of lightning (2014.09.04)・The fire widely spread due to northward strong
winds after 09.07.・Square of burned area:2020 ha (=20.2 km2)・Several tens of people were rescued by a helicopter.・Total cost from the fire damage: $3.9 million
(Yosemite National service reported)
2 km
Example of constellating observation
12
Satellites which observed the Yosemite event
Name sensorWavelength
(μm)GSD(m)
Repeatcycle(day)
TerraASTER/TIR(Band 13)
10.25-10.95 90 16
Landsat-8TIRS
(Band 10)10.6-11.2 100 16
UNIFORM-1 BOL 8-12 180~ 14
13
Observation date
Date Satellite/Sensor Day/Night
09/03 Landsat-8/TIRS Day
09/04 Landsat-8/TIRS Night
09/07 UNIFORM-1/BOL Day
09/11 Terra/ASTER Day
09/11 Landsat-8/TIRS Night
09/12 Landsat-8/TIRS Day
09/16 UNIFORM-1/BOL Day
Fire occured
Fire spreading
14
Landsat-8/TIRS: 9月4日 (夜)
6.5 < > 9.0
TOA Radiance [ W m-2 sr-1 μm-1]
5 km
15Cool < > Hot
UNIFORM-1/BOL: 9月7日 (昼) 5 km
16
Terra/ASTER: 9月11日 (昼)
8.5 < > 13.5
TOA Radiance [ W m-2 sr-1 μm-1]
5 km
Landsat-8/TIRS: 09.04 (Night)
5 km
UNIFORM-1/BOL: 09.07(Day-time)
Terra/ASTER: 09.11(Day-time)
Time sequence of Yosemite wildfire event
Only UNIFORM-1 could catch the spreading phase of the fire
Combining information from observations of different statesthe spreading speed can be measured to be 1 - 2 km/day.
Summary• We have operated “UNIFORM-1” satellite• Even three satellites can provide much information of various
phases of the wildfire!→More satellites should provide more useful information.
• Small satellite can contribute for detecting and monitoring wildfires same as large satellites.
©NASA
AI/CNN approach will be essential for this big data