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Irrigated Areas of China based on Satellite Sensors and National Statistics: Issues and Way forward from Global Irrigated Area Mapping   By Xueliang Cai, GIAM core team http://www.iwmigiam.org GIAM2007 China Workshop Global Irrigated Area Mapping with Focus on China (GIAM China)  May 23rd, 2007, Beijing
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
1. Irrigated areas from Remote Sensing
1. Irrigated areas from Remote Sensing  Global irrigated area map China irrigated area map TAAI* AIA* Rainfed area Total cropland area Watering method Irrigation type Crop type Scale intensity Spatial distribution * TAAI : Total Area Available for Irrigation,  AIA : Annualized Irrigated Area Source: IWMI, 2006 Source: IWMI, 2006
2. Irrigated areas from national statistics
2. Irrigated areas from national statistics the Ministry of  Land and Resources  the Ministry of  Water Resources the Ministry of  Agriculture  National land uses statistics National irrigation statistics National agricultural statistics Sources:
2. Irrigated areas from national statistics ,[object Object],[object Object],Large scale  field survey Down-top reporting ,[object Object],[object Object],Methods:
2. Irrigated areas from national statistics Total crop land areas decrease Effective irrigated areas increase Source:  Statistical Bulletin on China Land Resources, 2007
3. GIAM China vs. national statistics:  the comparison
3.GIAM China vs. national statistics:  the comparison Source: CHINA NATURAL RESOURCES DATABASE, CAS 129,205,000 N.A. N.A. 203,624,473 Total Cropland Area 75,805,000 N.A. N.A. 91,635,702 Total Rainfed Area 53,400,000 53,740,000 53,823,000 111,988,772 Total Area Available for Irrigation N.A. N.A. N.A. 151,802,086 Annualized Irrigated Area N.A. N.A. N.A. 7,688,411 Continuous Irrigated Area N.A. N.A. N.A. 68,233,355 Season2 Irrigated Area N.A. N.A. N.A. 75,880,320 Season1 Irrigated Area (ha) (ha) (ha) (ha) National statistics (1) FAO Aquastat FAO/UF (GMIAV3.0) GIAM 10 km Type
3.GIAM China vs. national statistics:  the comparison Source: CHINA NATURAL RESOURCES DATABASE, CAS
4. GIAM China vs. national statistics:  Understanding the differences
4.1  Definition Issues 4. Understanding the differences
4. Understanding the differences ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
4.2  Limitation in National Statistics 4. Understanding the differences
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],4. Understanding the differences Large scale  field survey Down-top reporting ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Limitation of national statistics No spatial distribution information
[object Object],4. Understanding the differences ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],4. Understanding the differences Zhanghe Irrigation system, Hubei Existing irrigated area decrease in national statistics Source: IWMI project, 2005 New boundary Old boundary
Irrigated,  small reservoirs , Rice, Single crop Irrigated,  groundwater , rice, double crop Irrigated,  small tanks , Rice, Single crop Areas in color are outside the CBIP irrigated area map…..what type of irrigation exist here?. 4. Understanding the differences Informal irrigation Source: IWMI, 2006
4. Understanding the differences ,[object Object],[object Object],Limited development for large irrigation system,  many local water storages are constructed in recent years Ponds construction years Source: IWMI 2005, More Rice with Less Water Size distribution of water bodies in 1978 and 2001 , ZIS, Hubei 100 Total 35 2000- 2003 35 1991-1999 30 1965-1990 Percent Year of construction
4.3  Limitation in GIAM 4. Understanding the differences
4. Understanding the differences local fractions Global fractions Global irrigated area fractions (IAF G ) are computed for large areas (e.g., sub-continent, world). Local irrigated area fraction (IAF L ) fractions are more relevant when computing areas for the local areas (e.g., state, district). Irrigated Area Fraction – IAF localization Source: IWMI, GIAM Project, 2006
[object Object],MODIS 500 m Landsat 30 m AVHRR 10 km Syr Darya River Basin, Central Asia Finer the resolution greater the area 4. Understanding the differences Source: IWMI, GIAM Project, 2006 3,105,308  AVHRR 10km  3,459,126  MODIS 500  4,086,856  Landsat 30m  Area ( ha) Satellite/Sensor
[object Object],AVHRR 10 km MODIS 500 M LANDSAT 30 M Ruhuna river basin, Sri Lanka 4. Understanding the differences Source: IWMI, GIAM Project, 2006 0.12 GIAM 30 m 0.09 GIAM 500 m 0.079 GIAM 10 km Area in M ha Map at different scales
Misrepresentation of minimum mapping unit 10 km 10 km AVHRR 10 km MODIS 500 m  LANDSAT 30 m Irrigated area: 5199 ha Irrigated area: 5822 ha Irrigated area:6559 ha 4. Understanding the differences Source: IWMI, GIAM project, 2006 Nagarjunasagar Command area Irrigated area Other LULC
[object Object],4. Understanding the differences Abandoned/changed cropland (canal system damaged but may still exists) Damaged canal Abandoned canal May still be interpreted as irrigated Photo Credit: IWMI, More Rice with Less Water, 2005
5. GIAM China: the way forward
GIAM China: the way forward Issues to address in irrigated area mapping ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],Understanding the differences More GT points needed for extremely complicated China irrigated areas Source: IWMI, GIAM Project, 2006
GIAM China: the way forward ,[object Object],[object Object],Country boundary Total GT points:1132 Example: Ground Truth Data used in GIAM India 500m Source: :  IWMI, GIAM project, 2006
GIAM China: the way forward ,[object Object],[object Object],[object Object],[object Object],Multi-scales to finer resolutions GIAM 10km GIAM 500m GIAM 30m Map and establish Statistics at different Resolutions Source: IWMI, GIAM Project, 2006
GIAM China: the way forward Finer resolution: 500m (MODIS) Source: IWMI, GIAM Project, 2006
GIAM China: the way forward Forests Rainfed-agriculture-millets Rangelands-grasslands Irrigated-conjunctive-cotton Plantations with rice Fishponds-Aquaculture Finer resolution: 30m (LandSat ETM) Source: IWMI, GIAM Project, 2006
GIAM China: the way forward ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Irrigated area mapping and reporting system for China (IAMRS China)
GIAM China: the way forward GIAM main web portal Source: IWMI, GIAM Project, 2006
GIAM China: the way forward GIAM China Rain fed cropland  area mapping Wet land mapping Drought monitoring Water productivity  mapping Institutions  and policies
Thank you www.iwmigiam.org

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Irrigated Areas of China based on Satellite Sensors and National Statistics: Issues and Way forward from Global Irrigated Area Mapping

  • 1. Irrigated Areas of China based on Satellite Sensors and National Statistics: Issues and Way forward from Global Irrigated Area Mapping By Xueliang Cai, GIAM core team http://www.iwmigiam.org GIAM2007 China Workshop Global Irrigated Area Mapping with Focus on China (GIAM China) May 23rd, 2007, Beijing
  • 2.
  • 3. 1. Irrigated areas from Remote Sensing
  • 4. 1. Irrigated areas from Remote Sensing Global irrigated area map China irrigated area map TAAI* AIA* Rainfed area Total cropland area Watering method Irrigation type Crop type Scale intensity Spatial distribution * TAAI : Total Area Available for Irrigation, AIA : Annualized Irrigated Area Source: IWMI, 2006 Source: IWMI, 2006
  • 5. 2. Irrigated areas from national statistics
  • 6. 2. Irrigated areas from national statistics the Ministry of Land and Resources the Ministry of Water Resources the Ministry of Agriculture National land uses statistics National irrigation statistics National agricultural statistics Sources:
  • 7.
  • 8. 2. Irrigated areas from national statistics Total crop land areas decrease Effective irrigated areas increase Source: Statistical Bulletin on China Land Resources, 2007
  • 9. 3. GIAM China vs. national statistics: the comparison
  • 10. 3.GIAM China vs. national statistics: the comparison Source: CHINA NATURAL RESOURCES DATABASE, CAS 129,205,000 N.A. N.A. 203,624,473 Total Cropland Area 75,805,000 N.A. N.A. 91,635,702 Total Rainfed Area 53,400,000 53,740,000 53,823,000 111,988,772 Total Area Available for Irrigation N.A. N.A. N.A. 151,802,086 Annualized Irrigated Area N.A. N.A. N.A. 7,688,411 Continuous Irrigated Area N.A. N.A. N.A. 68,233,355 Season2 Irrigated Area N.A. N.A. N.A. 75,880,320 Season1 Irrigated Area (ha) (ha) (ha) (ha) National statistics (1) FAO Aquastat FAO/UF (GMIAV3.0) GIAM 10 km Type
  • 11. 3.GIAM China vs. national statistics: the comparison Source: CHINA NATURAL RESOURCES DATABASE, CAS
  • 12. 4. GIAM China vs. national statistics: Understanding the differences
  • 13. 4.1 Definition Issues 4. Understanding the differences
  • 14.
  • 15. 4.2 Limitation in National Statistics 4. Understanding the differences
  • 16.
  • 17.
  • 18.
  • 19. Irrigated, small reservoirs , Rice, Single crop Irrigated, groundwater , rice, double crop Irrigated, small tanks , Rice, Single crop Areas in color are outside the CBIP irrigated area map…..what type of irrigation exist here?. 4. Understanding the differences Informal irrigation Source: IWMI, 2006
  • 20.
  • 21. 4.3 Limitation in GIAM 4. Understanding the differences
  • 22. 4. Understanding the differences local fractions Global fractions Global irrigated area fractions (IAF G ) are computed for large areas (e.g., sub-continent, world). Local irrigated area fraction (IAF L ) fractions are more relevant when computing areas for the local areas (e.g., state, district). Irrigated Area Fraction – IAF localization Source: IWMI, GIAM Project, 2006
  • 23.
  • 24.
  • 25. Misrepresentation of minimum mapping unit 10 km 10 km AVHRR 10 km MODIS 500 m LANDSAT 30 m Irrigated area: 5199 ha Irrigated area: 5822 ha Irrigated area:6559 ha 4. Understanding the differences Source: IWMI, GIAM project, 2006 Nagarjunasagar Command area Irrigated area Other LULC
  • 26.
  • 27. 5. GIAM China: the way forward
  • 28.
  • 29.
  • 30.
  • 31.
  • 32. GIAM China: the way forward Finer resolution: 500m (MODIS) Source: IWMI, GIAM Project, 2006
  • 33. GIAM China: the way forward Forests Rainfed-agriculture-millets Rangelands-grasslands Irrigated-conjunctive-cotton Plantations with rice Fishponds-Aquaculture Finer resolution: 30m (LandSat ETM) Source: IWMI, GIAM Project, 2006
  • 34.
  • 35. GIAM China: the way forward GIAM main web portal Source: IWMI, GIAM Project, 2006
  • 36. GIAM China: the way forward GIAM China Rain fed cropland area mapping Wet land mapping Drought monitoring Water productivity mapping Institutions and policies