In this paper, we introduce the terminology of matroids into the study of Zariski-pairs related to rational elliptic surfaces, aiming to simplify the presentation and arguments involved. As an application, we provide new examples of Zariski N-ples of relatively low degree. Namely we show that a Zariski 102-ple of degree 18 exists.