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Dynamic greenness maps:
                      An initial evaluation
                                                 Algerian Sahara
                                                Mauritania Sahel
                                           Pakistan summer breeding
                                             Yemen Red Sea coast
                                                 Yemen interior




                    Keith Cressman
                    FAO Senior Locust Forecasting Officer
                    October 2008

Wednesday, 11 January 12
Algeria




                    non-seasonal sporadic rainfall in hyper-arid areas (11-20 July 2008)
Wednesday, 11 January 12
Algeria




                    non-seasonal sporadic rainfall in hyper-arid areas (11-20 July 2008)
Wednesday, 11 January 12
MODIS




Wednesday, 11 January 12
MODIS
                           UCL




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
MODIS
                           UCL




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
Landsat
                                              UCL




                           Algerian Sahara

Wednesday, 11 January 12
Mauritania




                      seasonal rainfall N Sahel summer breeding areas (1-10 Sep 2008)
Wednesday, 11 January 12
Mauritania




                      seasonal rainfall N Sahel summer breeding areas (1-10 Sep 2008)
Wednesday, 11 January 12
UCL




Wednesday, 11 January 12
UCL




Wednesday, 11 January 12
MODIS




Wednesday, 11 January 12
MODIS
                           UCL




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
MODIS
                           UCL




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
MODIS
Wednesday, 11 January 12
MODIS
                           UCL
Wednesday, 11 January 12
Landsat
Wednesday, 11 January 12
Landsat
                            UCL
Wednesday, 11 January 12
Mauritania interior




                           Mauritania interior



                                                                       Landsat
                                                                        UCL
Wednesday, 11 January 12
Pakistan




                  SW Asia monsoon rainfall in summer breeding areas (1-10 July 2008)
Wednesday, 11 January 12
Pakistan




                  SW Asia monsoon rainfall in summer breeding areas (1-10 July 2008)
Wednesday, 11 January 12
MODIS



                           Pakistan




                                      India
                                                                 nal
                                                              Ca
                                                         an
                                                    th
                                                jas
                                              Ra




Wednesday, 11 January 12
MODIS
                           UCL




Wednesday, 11 January 12
Landsat



                           Pakistan




                                      India
                                                                 nal
                                                              Ca
                                                         an
                                                    th
                                                jas
                                              Ra




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
Yemen




                           rainfall on Red Sea coast in breeding areas (1-10 July 2008)
Wednesday, 11 January 12
Yemen




                           rainfall on Red Sea coast in breeding areas (1-10 July 2008)
Wednesday, 11 January 12
sandy           rocky
             Red Sea
                           coastal plains   highlands




Wednesday, 11 January 12
MODIS




Wednesday, 11 January 12
MODIS
                           UCL




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
MODIS




Wednesday, 11 January 12
MODIS
                           UCL




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
Landsat
                                                  UCL




                           Yemen Red Sea coast



Wednesday, 11 January 12
Yemen




                           sporadic rainfall in summer breeding areas (21-30 June 2008)
Wednesday, 11 January 12
Yemen




                           sporadic rainfall in summer breeding areas (21-30 June 2008)
Wednesday, 11 January 12
MODIS




Wednesday, 11 January 12
MODIS
                           UCL




Wednesday, 11 January 12
Landsat




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
Landsat
                            UCL




Wednesday, 11 January 12
MODIS
       UCL




Wednesday, 11 January 12
Landsat
       UCL




Wednesday, 11 January 12
Landsat
       UCL




                                            Yemen interior




                           Yemen interior




Wednesday, 11 January 12
Initial impressions of the UCL product

                           non-seasonal sporadic rainfall
                                in hyper-arid areas              misses green vegetation
                                 (Algerian Sahara)

                              seasonal rainfall
                                                             misses green vegetation in north
                     in N Sahel summer breeding areas
                                                                      better in south
                                (Mauritania)

                            SW Asia monsoon rainfall
                                                            some vegetation changes detected
                            in summer breeding areas
                                                                   other vegetation?
                                   (Pakistan)

                             rainfall on Red Sea coast
                                                            difficult to detect annual vegetation
                                 in breeding areas
                                                                  better in cropping areas
                                       (Yemen)

                                 sporadic rainfall
                                                              more reliable in cropping areas
                            in summer breeding areas
                                                                      than in desert
                                     (Yemen)



Wednesday, 11 January 12
Phase 2
                           further refinement according to area and time of year

                             hyper-arid areas in the Sahara (all year)
                             northern Sahel, Indo-Pakistan,Yemen interior (summer)
                             Red Sea coast (all year)




Wednesday, 11 January 12

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Greenness maps - Initial evaluation

  • 1. Dynamic greenness maps: An initial evaluation Algerian Sahara Mauritania Sahel Pakistan summer breeding Yemen Red Sea coast Yemen interior Keith Cressman FAO Senior Locust Forecasting Officer October 2008 Wednesday, 11 January 12
  • 2. Algeria non-seasonal sporadic rainfall in hyper-arid areas (11-20 July 2008) Wednesday, 11 January 12
  • 3. Algeria non-seasonal sporadic rainfall in hyper-arid areas (11-20 July 2008) Wednesday, 11 January 12
  • 5. MODIS UCL Wednesday, 11 January 12
  • 6. Landsat UCL Wednesday, 11 January 12
  • 7. Landsat UCL Wednesday, 11 January 12
  • 8. MODIS UCL Wednesday, 11 January 12
  • 9. Landsat UCL Wednesday, 11 January 12
  • 10. Landsat UCL Algerian Sahara Wednesday, 11 January 12
  • 11. Mauritania seasonal rainfall N Sahel summer breeding areas (1-10 Sep 2008) Wednesday, 11 January 12
  • 12. Mauritania seasonal rainfall N Sahel summer breeding areas (1-10 Sep 2008) Wednesday, 11 January 12
  • 16. MODIS UCL Wednesday, 11 January 12
  • 17. Landsat UCL Wednesday, 11 January 12
  • 18. Landsat UCL Wednesday, 11 January 12
  • 19. Landsat UCL Wednesday, 11 January 12
  • 20. MODIS UCL Wednesday, 11 January 12
  • 21. Landsat UCL Wednesday, 11 January 12
  • 22. Landsat UCL Wednesday, 11 January 12
  • 23. Landsat UCL Wednesday, 11 January 12
  • 25. MODIS UCL Wednesday, 11 January 12
  • 27. Landsat UCL Wednesday, 11 January 12
  • 28. Mauritania interior Mauritania interior Landsat UCL Wednesday, 11 January 12
  • 29. Pakistan SW Asia monsoon rainfall in summer breeding areas (1-10 July 2008) Wednesday, 11 January 12
  • 30. Pakistan SW Asia monsoon rainfall in summer breeding areas (1-10 July 2008) Wednesday, 11 January 12
  • 31. MODIS Pakistan India nal Ca an th jas Ra Wednesday, 11 January 12
  • 32. MODIS UCL Wednesday, 11 January 12
  • 33. Landsat Pakistan India nal Ca an th jas Ra Wednesday, 11 January 12
  • 34. Landsat UCL Wednesday, 11 January 12
  • 35. Yemen rainfall on Red Sea coast in breeding areas (1-10 July 2008) Wednesday, 11 January 12
  • 36. Yemen rainfall on Red Sea coast in breeding areas (1-10 July 2008) Wednesday, 11 January 12
  • 37. sandy rocky Red Sea coastal plains highlands Wednesday, 11 January 12
  • 39. MODIS UCL Wednesday, 11 January 12
  • 40. Landsat UCL Wednesday, 11 January 12
  • 41. Landsat UCL Wednesday, 11 January 12
  • 43. MODIS UCL Wednesday, 11 January 12
  • 44. Landsat UCL Wednesday, 11 January 12
  • 45. Landsat UCL Yemen Red Sea coast Wednesday, 11 January 12
  • 46. Yemen sporadic rainfall in summer breeding areas (21-30 June 2008) Wednesday, 11 January 12
  • 47. Yemen sporadic rainfall in summer breeding areas (21-30 June 2008) Wednesday, 11 January 12
  • 49. MODIS UCL Wednesday, 11 January 12
  • 51. Landsat UCL Wednesday, 11 January 12
  • 52. Landsat UCL Wednesday, 11 January 12
  • 53. MODIS UCL Wednesday, 11 January 12
  • 54. Landsat UCL Wednesday, 11 January 12
  • 55. Landsat UCL Yemen interior Yemen interior Wednesday, 11 January 12
  • 56. Initial impressions of the UCL product non-seasonal sporadic rainfall in hyper-arid areas misses green vegetation (Algerian Sahara) seasonal rainfall misses green vegetation in north in N Sahel summer breeding areas better in south (Mauritania) SW Asia monsoon rainfall some vegetation changes detected in summer breeding areas other vegetation? (Pakistan) rainfall on Red Sea coast difficult to detect annual vegetation in breeding areas better in cropping areas (Yemen) sporadic rainfall more reliable in cropping areas in summer breeding areas than in desert (Yemen) Wednesday, 11 January 12
  • 57. Phase 2 further refinement according to area and time of year hyper-arid areas in the Sahara (all year) northern Sahel, Indo-Pakistan,Yemen interior (summer) Red Sea coast (all year) Wednesday, 11 January 12