Yes, there are no freshwater seahorses. There are pipefish that can live in brackish waters, but still require some salt. Your seahorses you had previously could have died because they weren't in saltwater when they needed to be and/or poor diet.
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Phishie
Site Coordinator

"An ounce of prevention is worth a pound of cure."