Oxygenic photosynthesis is the major site of production of reactive oxygen species (ROS). Under high temperature stress, increased ROS damage the photosynthetic machinery, membranes and proteins of plants. The present invention is directed to methods for increasing the stress tolerance of plants by expressing PvGrx5 in the plants.