Sample Size References

Hi, I am new to Survey Science and Statistics. I am looking for a book for novice reader which can explain relationship between Sampling Method, calculation of Sample Size and it's implication on estimator derived from use of the sampling method. I am not from statistics background but good with understanding mathematical concepts.
Thank You in advance for your suggestions.