Hmm... Such dry leave falls all year round in Singapore... Hehe...
Ok, for me personally, the background have too much green still, so doesn't give me a beginning of fall, if the background is more yellowish or brownish, then yes, I would certainly get that feeling.
Overall is a good shot with good colour contrast.