A solubility curve shows how the solubility of a salt like sodium chloride or potassium nitrate varies with temperature.
The solubility is often (although not always) measured as the mass of salt which would saturate 100 grams of water at a particular temperature. A solution is saturated if it won't dissolve any more of the salt at that particular temperature - in the presence of crystals of the salt.