what are the factors which can affect the saturation magnetization . and how can we study these factors i.e. how can we conform which factor is playing role.

i am listing some factors which can affect the Saturation magetization of magnetic nanoparticles. please share if you know more and the way of identification.

thanks

a) The disordered surface spins. (How to conform this contribution?)

b) in spherical NP Ms is less (upto 40% less) 

c) heating rate is one of the most important parameters that can effectively increase or decrease the saturation magnetization.

d) In magnetic oxides ,There is a large reduction in saturation magnetization which arises due to the weakening of superexchange interaction as a result of missing oxygen bonds. 

can stress or slip defects change Saturation Magnetization ??

or any other factor ?

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