Check this out http://www.geocities.com/nutrientproblems/ , what is your drainage like, do you have holes in the pot ? the soil, to me, looks very sticky and muddy, maybe the roots arn't getting enough oxygen or worse, are staved of it. This can also cause yellowing and brown patchs and cause leaves to die.