Here's a summary of the paper I gave before when a NYT piece covered it yesterday. For USA and Australia, high-resolution/precision lidar-based maps are availa

Here's a summary of the paper I gave before when a NYT piece covered it yesterday. For USA and Australia, high-resolution/precision lidar-based maps are available of coastal areas. For other regions of the world it is not the case (or severely limited). However, gaining an insight into the elevation of land is crucial to determine a region's vulnerability to sea-level rise. NASA’s SRTM has almost global coverage of elevation levels, but is known to be too low resolution to be meaningful for this application (esp. in urban areas). A neural network was trained on the USA lidar data to augment the SRTM data (i.e. make the resolution higher). The network was verified on the Australian lidar dataset (and they got a good match; the model was already published elsewhere before [1]). The point of this paper was to then have the newly-derived elevation maps be exposed to sea-level change. This is where the maps with flooded cities come from [which were in the NYT article]. [1] https://www.sciencedirect.com/science/article/abs/pii/S0034425717306016 https://www.sciencedirect.com/science/article/abs/pii/S00344...