Yes, it is compatible with Ethernet Shield.
But, you need power up it via Program Port.
As, Ethernet need 5v power on the power port.
You should consider the SPI ss pin, too.
And Stalker can easy swap the ss pin from digital pin 10 to digital pin 9.
Thanks
Albert