A common environmental externality of groundwater pumping is streamflow depletion. To manage impacts on hydrologically connected surface water systems, regulators often impose quotas, or allocations, limiting the rates extraction. Allocations vary in their temporal flexibility, ranging from single-year “hard caps” to multi-year “soft caps”. Soft cap allocations allow greater flexibility for far...