horse disappeared after getting kicked off in water

I rode into water and got dismounted from my horse as usual and I open my inventory to get my leads to lead him across the river and as soon as I close the inventory tab he's gone without a trace. I would send the video below but you have to see the entire thing and I'm not allowed to put the full length.