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The unfolding tragedy in the Bahamas demonstrates that the 21st century will be marked by increasingly frequent, often catastrophic disasters of unprecedented scope and scale. Yet again, the unprecedented challenges of disaster management are being met with mostly conventional, labor-intensive, costly, and often inadequately slow response efforts. These 21st-century threats, particularly those that affect livelihood, health, and well-being, deserve the application of 21st-century technologies.