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Analysis of geographically granular data is essential to identify vulnerable areas and optimize resource distribution.
Leverage machine learning and satellite imagery for informed resource allocation to enhance road quality and address development challenges.
Papua New Guinea and Solomon Islands used foresight tools to plan low-carbon, resilient transport systems and manage future uncertainties.