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The development of dissolved oxygen deficit (DOD; hypoxia) has been reported to expand over 2.45 × 105 km2 area of the ocean from over 400 different areas worldwide1. Although cultural eutrophication has greatly accelerated DOD in estuaries and semi-enclosed seas2,3, it is not a common phenomenon in large rivers4. Hydrological continuum reinforces oxygenation, and therefore, development of hypoxia (dissolved oxygen (DO) < 2.0 mg l–1) is less critical in large rivers. River ecosystems usually respond to gradual changes in a smooth manner. However, smooth and continuous changes can be interrupted by sudden abrupt switches to a mosaic of alternative states leading to loss of resilience5. Such shifts are most often driven externally, for instance, point source flushing, but they can trigger internal feedbacks leading the system to behave chaostically even in the absence of external forcing6.
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