Tree ring indexes and temperature in western China areexpanded by the EOF method. On this basis, the features and structuresof the space field and time coefficients of tree ring indexss and temperature are examined by means of the canonical field and spectrum analysis. Results indicate a close relation in both space and time betweentree ring indexes and temperature in western China. In the end, the transformation function of time coefficients between tree ring indexesand temperature is derived by robust regression.