“…In the latter case, examples include the optimal composition of energy (Humphreys and McClain (1998)), water (Leroux and Martin (2016), Leroux, Martin, and Zheng (2018)), fisheries (Sanchirico, Smith, and Lipton (2008)), and habitat portfolios (Ando and Mallory (2012), Mallory and Ando (2014), Shah and Ando (2015), Duran Vinent, Johnston, Kirwan, Leroux, and Martin (2019)) to assure supply or conservation objectives. Time variations in risks and corisks require frequent rebalancing of portfolios, which is common practice in financial asset portfolios (Baillie and Myers (1991) and Tischbirek (2019)), but is less common in the case of natural asset portfolios 1 . Yet, the efficient rebalancing of portfolios involving climate dependent assets is essential to achieving least cost adaptation in the face of accelerating climatic change (Stocker et al (2014), WWAP (2012)).…”