This radiating stitch is called the Chemanthy stitch. It is always worked in the round and the perfect fit for flower embroidery.
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Flower stitch book
For more detailed instructions, you can get the Flower embroidery stitch book in my Etsy shop. It contains step-by-step photo instructions with detailed explanations.