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The impact of climate change on  coffee suitability in Piura, Peru Peter Laderach (CIAT) [email_address]
STUDY AREA
METHODOLOGY WorldClim (Hijmans et al, 2005) Climate (Current)
METHODOLOGY WorldClim (Hijmans et al, 2005) Climate (Current)
METHODOLOGY Climate (Current) 45 227 257 332 Mean P. 12 218 41 65 Mean T. Piura Nicaragua Chiapas Veracruz Stations
METHODOLOGY ,[object Object],[object Object],[object Object],Climate (Future)
METHODOLOGY Climate (Future)
METHODOLOGY Variables
METHODOLOGY ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
METHODOLOGY Evidence data
METHODOLOGY Crop prediction models ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
RESULTS Cross Regional Impact
RESULTS Cross Regional Impact
RESULTS Cross Regional Impact
RESULTS Regional Impact Piura
RESULTS Regional Impact Piura
RESULTS Regional Impact Piura
RESULTS Regional Impact Piura
RESULTS Regional Impact Piura
RESULTS Regional Impact Piura
RESULTS Regional Impact Piura Change  (Alternatives) Adapt agronomic management New opportunities
RESULTS Regional Impact
RESULTS Regional Impact
RESULTS Data confidence
CONCLUSIONS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
RECOMMENDATIONS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
IMPROVMENTS ,[object Object],[object Object],[object Object],[object Object]
¡Muchas gracias!  Peter Laderach (CIAT) [email_address]

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