Using deuterium atoms produced in the radiolysis of heavy water vapor, the kinetic isotope effects kH/kD were determined by the isotope competitive method for the abstraction reaction D' + RH(R'D)--+HD(D2) + R.(R'), where RH is an alkane and R'D is the corresponding perdeuterated alkane. The alkanes RH investigated include isohutane, 2,3,4-trimethylpentane, neopentane, cyclopentane, cyclohexane, cycloheptane, and n-heptane. The results were represented in terms of the Arrhenius-type expression kH/kD = AH/AD exp((ED -EH) (kJ mol-')/R T ) , over the temperature range 363 -473 K. The pre-exponential factor ratios AH/AD vary from 0.36 for neopentane to 0.70 for 2,3,4-trimethylpentane, the ED -EH values from 6.4 for 2,3,4-trimethylpentane to 10.4 kJ mol-' for neopentane.The variation in the ED -EH values was correlated with the bond strength of the C -H bond being broken. The deuterium and hydrogen atoms, as the attacking species, are found to show essentially the same magnitude of the kinetic isotope effects in the hydrogen abstraction from a given alkane. The theoretical calculations of the isotope effects have been carried out on the basis of transition-state theory combined with the London-Eyring-Polanyi-Sato potential energy surface. Good agreement was obtained between experiment and theory, when tunnel effects were taken into consideration.