Is the plurea one of the membranes beside the lungs?

Yes it is around the lungs

pleura is lining  membrane of the lung, there is small space between the lung and pleura which is called pleural cavity,pleural cavity fills with flood that prevent friction from lung during inspiration and expiration, increas of this fluid is called pleurisy.