“…However, there are precedents of successful modeling with shorter periods ranging from 6 to 15 years ( Marcinkowski & Mirosław-Świątek, 2020 ; Wielgat et al, 2021 ; Goshime et al, 2021 ; Mehla, 2022 ). Moreover, literature suggests modeling periods varying from 15 to 20 years ( Khoshkhoo et al, 2015 ; Rasoulzadeh Gharibdousti, Kharel & Stoecker, 2019 ; Dehghanipour et al, 2019 ; Lerat et al, 2020 ; Bazzi, Ebrahimi & Aminnejad, 2021 ; Nazeer et al, 2022 ), highlighting the preference for extended modeling periods ( Schuol et al, 2008 ; Li et al, 2015 ; Adla, Tripathi & Disse, 2019 ; García-Romero et al, 2019 ; Lakshmi & Sudheer, 2021 ) that include validation and warm-up spans as well as modeling for complete or discontinuous periods ( Zhang et al, 2011 ).…”