The phys stock price forecast aligns with commodity futures data, where forward contracts suggest continued upward trajectory fueled by declining inventory levels. The international 1.5°C Paris Agreement target has not yet been missed, as this refers to a decades-long average — but last year’s record brings the world “ teetering on the edge ” of doing so, an expert at the European Centre for Medium-Range Weather Forecasts warned. Abduraimova K (2022) Contagion and tail risk in complex financial networks. J Bank Financ 143:106560. https://doi.org/10.1016/J.JBANKFIN.2022.106560 In commodities-oriented portfolios, the phys stock price forecast is increasingly attractive given geopolitical supply risks pushing spot prices higher. Risk management involves staggered entries.