Environmental systems + open data infrastructure

Community-operated monitoring + harmonized open datasets + physics-informed AI for environmental systems.

Starting with the Memphis Sand Aquifer: an open IoT sensor network, a 30-source harmonized canonical dataset, and a physics-informed graph-attention architecture with aquifer-unit priors. The drilled substrate already exists — 4,257 wells in the metro, fewer than 53 streamed continuously in the open. What's missing is the open monitoring layer.