“…Rotemberg and Pindyck (1990) pioneering work asserts that commodity prices strongly co-move due to their similar behavior. These findings led to the development of a new avenue of research, and after that, countless studies examined the spillovers among commodity prices, returns, and volatilities (e.g., Serra, 2011 ; Du and McPhail, 2012 ; Lahiani et al, 2013 ; Nazlioglu et al, 2013 ; Mensi et al, 2014 ; Koirala et al, 2015 ; Zhang and Tu, 2016 ; Cabrera and Schulz, 2016 ; Kang et al, 2017 ; Dutta and Noor, 2017 ; Zhang and Broadstock, 2018 ; Chan et al, 2018 ; Yahya et al, 2019 ; Tiwari et al, 2020 ; Ji et al, 2020 ; Li and Su, 2020 ; Yip et al, 2020 ; Khalfaoui et al, 2021 ). For example, Du and McPhail (2012) illustrate significant volatility spillovers between the agricultural commodities and crude oil market.…”