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Eco-efficiency & Abiotic Stress Global  food  demand Global  population Tolerance to Abiotic Stress Crop
Historical Warnings of Future Food Insecurity with Unprecedented Seasonal Heat David. S. Battisti,  et al. Science  323 , 240 (2009)
The goal ,[object Object],[object Object],[object Object]
Challenges ahead Carrying forward the genome science-progress to that at  the whole plant and crop levels in the field. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Genomics Genotyping RIL,  NIL, CSSL Mutants Transgenic Conventional Breeding   Base material  & Product  Mapping population Gene/Molecular Markers for MAS
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Evolution of Gene Sequencing Technology Can Phenotyping keep pace with genotyping ?
Initiatives at CIAT needs to be scaled up Boom system for precise irrigation & Network of probes for  soil moisture profile ,[object Object],[object Object],Infrared thermography for remote sensing of stress tolerance
Why a phenotyping platform? ,[object Object],[object Object],[object Object],[object Object]
Visualized Phenomics  at CIAT PDA with barcode reader + User friendly data acquisition Controlled environment and automated phenotyping (http://www.lemnatec.com/)

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Eco-efficiency & Abiotic Stress

  • 1. Eco-efficiency & Abiotic Stress Global food demand Global population Tolerance to Abiotic Stress Crop
  • 2. Historical Warnings of Future Food Insecurity with Unprecedented Seasonal Heat David. S. Battisti, et al. Science 323 , 240 (2009)
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  • 8. Visualized Phenomics at CIAT PDA with barcode reader + User friendly data acquisition Controlled environment and automated phenotyping (http://www.lemnatec.com/)