We have put together a comprehensive review on the Silver nanorod SERS substrates we developed since 2005. See https://pubs.rsc.org/en/content/articlelanding/2024/cs/d3cs00540b.
In the review paper, not only we covered many practical issues of developing SERS substrates and devices for various applications, but also brought out many practical issues during the SERS measurements.