A reduced model with warm and cold mixed reservoirs whose signed exchange volume flux is proportional to their density difference. For fixed temperature contrast and reference-salinity freshwater forcing, the stationary salt budget is . A linear equation of state then gives . Positive circulation has two branches below a saddle-node bifurcation; the stronger positive branch and the reversed branch are stable under the usual salt budget dynamics.
For with positive , the two positive roots merge at the displayed saddle-node bifurcation. The negative root exists for every positive . Under standard fixed-temperature salt-contrast dynamics, the stronger positive and reversed branches are stable, while the weaker positive branch is unstable. A linear ramp reaches the fold after , but the equilibrium flow changes before that time; a specified closeness tolerance generally gives an earlier limit.
A circulation change alters the salinity contrast and hence the density difference that supports the circulation. In a thermally dominated positive branch, weaker exchange removes the imposed salinity contrast less effectively, making the high-latitude reservoir fresher and weakening the circulation further. This positive feedback permits bistability and a saddle-node bifurcation.

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