Harnessing Sunshine: A Dynamic Spillover Analysis of the Diversification Effects of China's Photovoltaic Weather Index

ABSTRACT This paper investigates the diversification effects of China's new photovoltaic weather index (PVWI) on commodity portfolios. Using a TVP‐VAR spillover analysis, we find the PVWI is highly insulated from the commodity system, acting as a net shock receiver and confirming its diversification potential. We then construct novel “minimum‐connectedness portfolios” (MCoP). Results show that portfolios incorporating the PVWI, particularly the MCoP, significantly enhance risk‐adjusted returns and demonstrably outperform traditional minimum‐variance benchmarks. This study validates the practical benefits of well‐designed weather derivatives and the superiority of spillover‐aware asset allocation frameworks.

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Publication Details

Journal
Journal of Futures Markets
Published
2026-02-12
DOI
https://doi.org/10.1002/fut.70087
Primary Topic
Agricultural risk and resilience
Type
article
Field-Weighted Citation Impact
0.00
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article

Harnessing Sunshine: A Dynamic Spillover Analysis of the Diversification Effects of China's Photovoltaic Weather Index

Yue Shang, Yu Wei, Xiaodan Chen, Qian Wang
Journal of Futures Markets
Agricultural risk and resilience
article

Harnessing Sunshine: A Dynamic Spillover Analysis of the Diversification Effects of China's Photovoltaic Weather Index

Yue Shang, Yu Wei, Xiaodan Chen, Qian Wang
article en

Abstract

ABSTRACT This paper investigates the diversification effects of China's new photovoltaic weather index (PVWI) on commodity portfolios. Using a TVP‐VAR spillover analysis, we find the PVWI is highly insulated from the commodity system, acting as a net shock receiver and confirming its diversification potential. We then construct novel “minimum‐connectedness portfolios” (MCoP). Results show that portfolios incorporating the PVWI, particularly the MCoP, significantly enhance risk‐adjusted returns and demonstrably outperform traditional minimum‐variance benchmarks. This study validates the practical benefits of well‐designed weather derivatives and the superiority of spillover‐aware asset allocation frameworks.

Journal of Futures Markets
Yunnan University of Finance And Economics (CN)
Openalex Percentile: Top 59%
Agricultural risk and resilience
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