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Zhongxin Chen , Qingbo Zhou, Jia Liu, Limin Wang, Jianqiang Ren, Qing Huang, Hui Deng, Li Zhang, Dandan Li 1 Key Laboratory of Resources Remote Sensing and Digital Agriculture, MOA 2 Institute of Agricultural Resources and Regional Planning, CAAS, Beijing 100081 3 Research Department, Remote Sensing Application Center, MOA, Beijing 100081 [email_address] IGARSS 2011, Vancouver, 24-29 July, 2011 CHARMS - CHINA AGRICULTURAL REMOTE SENSING MONITORING SYSTEM
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Backgrounds
3 Global Food Security Food Security Climate  Change Global mean temperature increased by 0.7℃ in 20 th  century, and increased another  0.1℃  recently Population Booming ~ 7billion 9 billion in 2050 Land Decreasing  and degradation
Overview ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
China Agriculture Monitoring with Remote Sensing (CHARMS system in MOA)  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
System structure of CHARMS
Logic of Crop Monitoring System with Remote Sensing
System Components
Professional data processing (index, information extration) Basic data handeling ( inqury, subset, merge) Agriculture Remote Sensing Monitoring Data management (input, edit, organize) management tools Database engine kernal data modules Local files Local database Remote database Remote files Data management layer Function layer Application  layer
Highlights of the system ,[object Object],[object Object],[object Object],[object Object]
System Implementation
Organization of CHARMS Activities
In-situ  Crop Monitoring Sites
System components
Crop monitoring ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Remote sensing data for  2 consecutive years Common areas Subsetting for basic  monitoring units Omit non-cropland Non-supervised  classification Supervisved  classification mannual modification in-situ samples crop acreage change accuracy control Cropland map Monitoring results  for previous year Crop spatial sampling frame
Landsat TM & Validation in Huabei Plain
2003 , RGB:432 2004 , RGB:432 Zouping, Shandong Wheat  Built-up
Zhangqiu, Shandon 2006 2007
In-situ investigation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Paddy Rice 2008 2009 Wanning, Hainan
Time Span: Nov 24, 09 – Dec 7, 09 Data Source: EOS/MODIS Growth Monitoring for Winter Wheat Legend Better Normal Worse Could/ND
Soil Moisture Status of Cropland  Time : May 5-23, 2005 Date Source : EOS-MODS Legend Heavy Moderate Light Normal Moist Desert Cloud Water Snow Frosted
China Agriculture Remote-sensing Monitoring System (CHARMS)  -Yield
Grassland Productivity in 2009 vs 2008 Grassland Productivity in 2009 vs  5-yr Mean
Phenology of Winter Wheat  Turning-green(a) 、 Heading(b) 、 Maturity(c)
Phenology of Wheat and Maize vs. Observation
Crop Mapping
Flood in South China, July 2003 (Dongting Hu)
监测时间: 2004 年 3 月 28 日 数  据  源: EOS/MODIS Sand Storm, 2004-3-28 气团中心 越冬作物 无沙尘区域 沙尘区域 云 水体
Snow Harm in Feb 2008
Earthquake Impact on Cropland in Wenchuan 2008
Agro-Information Distribution Calendar Soil Moisture Crop Growth Crop Acreage Crop Yield
Conclusion and Perspectives
Conclusion and Perspectives ,[object Object],[object Object],[object Object]
Early Warning System on Food Security  Short-term warning Agricultural Production Monitoring Market information system Monitoring Vulnerable Groups Nutrition Surveillance System Cropping patterns monitoring Crop growth monitoring and yield estimation Assessment of yield increase potentials Cropping patterns dynamics modeling Warning System of Food Security Medium and long-term warning
Acknowledgements ,[object Object],[object Object],[object Object]
Thanks for Your Attention!

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2856 IGARSS 2011- CHARMS.ppt

  • 1. Zhongxin Chen , Qingbo Zhou, Jia Liu, Limin Wang, Jianqiang Ren, Qing Huang, Hui Deng, Li Zhang, Dandan Li 1 Key Laboratory of Resources Remote Sensing and Digital Agriculture, MOA 2 Institute of Agricultural Resources and Regional Planning, CAAS, Beijing 100081 3 Research Department, Remote Sensing Application Center, MOA, Beijing 100081 [email_address] IGARSS 2011, Vancouver, 24-29 July, 2011 CHARMS - CHINA AGRICULTURAL REMOTE SENSING MONITORING SYSTEM
  • 2.
  • 4. 3 Global Food Security Food Security Climate Change Global mean temperature increased by 0.7℃ in 20 th century, and increased another 0.1℃ recently Population Booming ~ 7billion 9 billion in 2050 Land Decreasing and degradation
  • 5.
  • 6.
  • 8. Logic of Crop Monitoring System with Remote Sensing
  • 10. Professional data processing (index, information extration) Basic data handeling ( inqury, subset, merge) Agriculture Remote Sensing Monitoring Data management (input, edit, organize) management tools Database engine kernal data modules Local files Local database Remote database Remote files Data management layer Function layer Application layer
  • 11.
  • 14. In-situ Crop Monitoring Sites
  • 16.
  • 17. Remote sensing data for 2 consecutive years Common areas Subsetting for basic monitoring units Omit non-cropland Non-supervised classification Supervisved classification mannual modification in-situ samples crop acreage change accuracy control Cropland map Monitoring results for previous year Crop spatial sampling frame
  • 18. Landsat TM & Validation in Huabei Plain
  • 19. 2003 , RGB:432 2004 , RGB:432 Zouping, Shandong Wheat  Built-up
  • 21.
  • 22. Paddy Rice 2008 2009 Wanning, Hainan
  • 23. Time Span: Nov 24, 09 – Dec 7, 09 Data Source: EOS/MODIS Growth Monitoring for Winter Wheat Legend Better Normal Worse Could/ND
  • 24. Soil Moisture Status of Cropland Time : May 5-23, 2005 Date Source : EOS-MODS Legend Heavy Moderate Light Normal Moist Desert Cloud Water Snow Frosted
  • 25. China Agriculture Remote-sensing Monitoring System (CHARMS) -Yield
  • 26. Grassland Productivity in 2009 vs 2008 Grassland Productivity in 2009 vs 5-yr Mean
  • 27. Phenology of Winter Wheat Turning-green(a) 、 Heading(b) 、 Maturity(c)
  • 28. Phenology of Wheat and Maize vs. Observation
  • 30. Flood in South China, July 2003 (Dongting Hu)
  • 31. 监测时间: 2004 年 3 月 28 日 数 据 源: EOS/MODIS Sand Storm, 2004-3-28 气团中心 越冬作物 无沙尘区域 沙尘区域 云 水体
  • 32. Snow Harm in Feb 2008
  • 33. Earthquake Impact on Cropland in Wenchuan 2008
  • 34. Agro-Information Distribution Calendar Soil Moisture Crop Growth Crop Acreage Crop Yield
  • 36.
  • 37. Early Warning System on Food Security Short-term warning Agricultural Production Monitoring Market information system Monitoring Vulnerable Groups Nutrition Surveillance System Cropping patterns monitoring Crop growth monitoring and yield estimation Assessment of yield increase potentials Cropping patterns dynamics modeling Warning System of Food Security Medium and long-term warning
  • 38.
  • 39. Thanks for Your Attention!

Editor's Notes

  1. Somalia femine 07/28/11
  2. 换新的监测日历(黄青)