maff/affric applications of modis data · mod09 tsukuba-wan affrc nies aist univ. of tsukuba jaxa...

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MAFF/AFFRIC Applications of MODIS data Izumi Nagatani Senior system engineer of NHE Research Information Center of Agriculture, Forestry and Fisheries Research Council (AFFRIC), MAFF, Japan

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Page 1: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

MAFF/AFFRIC Applications of MODIS data

Izumi NagataniSenior system engineer of NHE

Research Information Center of Agriculture, Forestry and Fisheries Research Council (AFFRIC), MAFF, Japan

Page 2: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Nippon Hakuyo Electronics Co. Ltd.

MTSAT

INMARSAT 90cm

HRPT 46cm

GMS 1.2m

Weather observation radarGMSHRPT 1m

Page 3: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

The MAFF Computer Center (AFFCC)

The MAFF Research Information Center (AFFRIC)

Page 4: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Location of the MAFF CC and AFFRIC

Forestry and Forest Product Research Institute

Japan International Research Center for Agricultural Sciences

National Institute of Floricultural Science

National Institute of Fruit Tree Science

Agricultural Research Institutes complex

AFFRIC

Page 5: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

SIDaB (Satellite Image Database System for AFF research)

http://rms1.agsearch.agropedia.affrc.go.jp/menu_en.html

Page 6: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

MODIS NOAA, DMSP,..

Satellite receiving systems

MODIS and NOAA of SE-AsiaTeraScan system

Page 7: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Search result in SIDaB

Page 8: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

����� ����

NOAA products (1993- )

Global DMSP-OLS (1997- )Night-time light

SIDaB products

GMS / GOES Solar Radiation

Page 9: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

MODIS-useMOD09

Tsukuba-WAN

AFFRC

NIES

AIST

Univ. ofTsukuba

JAXA

GEO Grid systemin AIST

Forest fire system

In real timeTo create products

Page 10: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Research project using MODIS data

We are evaluating and predicting the influence of water cycle change on a global scale on food production. As part of this project we are formulating various scenarios to assure a stable supply of food in Japan, to solve global water problems, and to stabilize food supply and demand.

“For Sustainable Water Use and Food Production”

In recent years, water problems resulting from changes in water cycles – such as frequent droughts, drying-up of rivers and lakes, and deterioration of water quality – have become increasingly serious in every corner of the earth.

Page 11: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Target Year:2003-2007Target Area: Mekong River Basin

and/or Asian Monsoon RegionParticipants

Domestic:National Institute for Rural Engineering (NIRE)Japan International Research Center for Agricultural Sciences (JIRCAS)National Institute for Agro-Environmental Sciences (NIAES)Forestry and Forest Products Research Institute (FFPRI)The University of TokyoKyoto UniversityUniversity of TsukubaKinki University

International:Mekong River Commission (MRC)International Water Management Institute (IWMI)International Center for Tropical Agriculture (CIAT)Cambodian Agricultural Research and Development Institute (CARDI)Forest Administration of CambodiaCan Tho UniversityKasetsart UniversityKhon Kaen University

Page 12: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

• Monitoring changes in water cycle in forest areas (FFPRI)

• Evaluating interactions between water cycle change and demand for water for food production (NIAES)

• Evaluating interactions between changes in irrigation water supply and water cycles (NIRE)

• Formulation countermeasure scenarios to minimize the effects of water cycle change (JIRCAS)

Page 13: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Mekong River Basin

Page 14: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Cropping Pattern Estimation using Wavelet-based Filter

2002 2003

T. Sakamoto et al., Remote Sensing of Environment 100 (2006) 1-16

Page 15: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Comparison of Inundation Date (2000-2004)

T. Sakamoto et al., Remote Sensing of Environment 109 (2007) 295-313

Page 16: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Automatic Forest Fire Information Reporting (AFFIRE) System

http://hinimoyagura.dc.affrc.go.jp/

Page 17: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

MODIS and NOAA fire-spot information system

Real-time results

Evaluated results

Page 18: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Forest fire processing

MODIS pds file

SeaDAS L1B processing

MOD14 processing

Hotspots text

KML & HTML creation

Web server

email

Forest coverage

Page 19: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Predicting vegetation-dryness from time-series MODIS

Page 20: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Forest Fire Monitoring for North-East Asia

The system for R&D

Page 21: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Image Coverage

NASA Rapid Response

Page 22: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

MODIS BT21 median filter (5x5)

Page 23: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Threshold settingBT21median(5x5) vs. BT21

BT21: MODIS_ch21(4�m)

Page 24: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Forest fire in Korea on April 16, 2004

MAFF/AFFRIC NASA Rapid Response

Page 25: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Field-burning in Japan on March 5, 2006

MAFF/AFFRIC NASA Rapid Response

Page 26: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Collaborative project with JAXA

Page 27: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Vegetation Monitoring System for East Asia

Page 28: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

MODIS vegetation water index

NDWI = (mod_ch2 – mod_ch5) / (mod_ch2+mod_ch5)(Gao, 1996)

LSWI = (mod_ch2 – mod_ch6) / (mod_ch2+mod_ch6)(Xiao et al, 2002)

NDII = (mod_ch2 – mod_ch7) / (mod_ch2+mod_ch7)

Page 29: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Comparing three vegetation water index

Reed-land

NDWI LSWI

NDII

Page 30: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Comparison between Terra and Aqua

Page 31: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Mean (2001-2006)

Aug. 29-Sep.5, 2007

NDII anomaly (MOD09 8-day composite)

Page 32: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

NDII anomalies on Google Earth

Aug. 29-Sep.5, 2007Jun. 27-Jul.3, 2007

Page 33: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

WMO Precipitation and Temperaturein Harbin

2005 2006

2004

2002

2003

2001 Average (2001-2006)

2007

mm

mm

Page 34: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Collaborative project with the National Institute of Advanced Industrial Science and Technology (AIST)

Page 35: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China
Page 36: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Disk-based systemusing grid file system

on Tsukuba-WAN

AFFRCThailand

Tsukuba

ftp get

NIES

AIST

Univ. ofTsukuba

China

APAN

Magnetic Tape-based systemon EOS Data Gateway

NOAA

Disk-based systemusing grid file system

on Tsukuba-WAN

AFFRC

NIESAIST

Univ. ofTsukuba

APAN

Magnetic Tape-based systemon EOS Data Gateway

NOAA

Thailand

SingaporeAustralia

Hong KongJAXA

Japan

Korea

China

JAXA

-----

Malaysia

Taiwan

Philippines

Sri Lanka

Bangladesh

India

NewZealandPakistan

SIDaB-AIST DB on gfarm

UoT-NIES-AFFRC-JAXA-AIST appli. on Tsukuba WAN

MODIS DB using grid file system on Tsukuba-WAB

Appli. on APAN

MODIS DB using gfarm on APAN

GEO Grid in future(IT Infrastructure : Disk-based system)

Page 37: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Main Software for MODIS processing

• TeraScan• MODISL1DB• CREFL• MOD14• GBAD• MRT• MRTSwath

• MODAPS for MOD09, MOD13, etc.

Page 38: MAFF/AFFRIC Applications of MODIS data · MOD09 Tsukuba-WAN AFFRC NIES AIST Univ. of Tsukuba JAXA GEO Grid system in AIST Forest fire system To create In real time products. ... China

Summary

MODIS applications• Cropping pattern estimation in Mekong river basin• Forest fire monitoring and warning system• Vegetation dryness prediction• Grasp the drought affected area in NE-Asia• GEO grid research collaboration

DRL Software/Algorithms are useful for us. These software have been used in operational systems.