Climate Change

Executive Summary EU Surprises Carbon Market With Increased CO2 Emission Allowance Supply EU Surprises Carbon Market With Increased CO2 Emission Allowance Supply EU Surprises Carbon Market With Increased CO2 Emission Allowance Supply The EU's failed foreign policy – premised on ever-deeper engagement with the Soviet Union and, after it collapsed, Russia – will drive its hot mess of an energy policy for years. In the short term, the EU's REPowerEU scheme proposed last week to fund the decoupling from Russia will lift its green-house gas (GHG) emissions, if the sale of €20 billion of EU Emission Trading System (ETS) allowances goes forward. Markets traded lower over the week, to make room for the higher ETS pollution-permit supply. This could increase the volume of allowances sales needed to reach the €20 billion target. Another €10 billion investment in natgas pipelines also will be funded. Longer-term, the acceleration of the EU's renewable-power build-out via so-called Projects of Common Interest (PCI) will get an €800 billion boost, with another round of funding to be proposed for early next year. EU funding will lift base metals and steel prices – raising the cost of the renewables build-out – and keep fossil-fuels well bid.   Bottom Line: The REPowerEU scheme will increase volatility in the EU's ETS market, and add significant new demand to base metals and fossil-fuel markets. The propensity of EU policymakers to interfere in its ETS market makes it unattractive. We remain long the S&P GSCI index, and the COMT, XOP, XME and PICK ETFs expecting higher base metals, oil and gas prices. Tactically, we are getting long 4Q22 Brent calls struck at $120/bbl, anticipating an EU embargo of Russian oil imports. Feature Over the past three decades, foreign policy for the EU largely was set by Germany, the organization's most powerful economy. Successive generations of German politicians championed the idea that the West could bring the former Soviet Union – and later Russia – into the modern world of global trade through Ostpolitik, which had, at its core, a belief in the power of trade to effect political and economic change.1 This change-through-trade policy survived the Cold War, the collapse of the Soviet Union and rise of Russia from its ashes. It also survived Russia's first invasion of Ukraine in 2014. Indeed, following that invasion, Russia marked the completion of its Nord Stream 2 (NS2) natural gas pipeline – running parallel to NS1 – in September of last year. If NS2 were up and running now, it would have increased Russian gas flows into the EU and its revenue flows.2 As our Geopolitical Strategists noted, Germany even got the Biden administration to agree in summer 2021 to set aside any sanctions so that Germany could operate NS2 with Russia. Related Report  Commodity & Energy StrategyDie Cast By EU: Inflation, Recession Risks Rise Yet Russia did not share the German commitment to economic engagement within a US-led liberal international order. Russia's second invasion of Ukraine in February was a bridge too far, and catalyzed the EU's response, again led by Germany, to de-couple from Russia in the energy sector. The EU's reversal of a failed foreign policy, which produced its dependence on Russian energy, leaves it with a hot mess of an energy policy that is evolving rapidly. In its wake, volatility in the EU carbon-trading market has ensued, along with the promise of an accelerated doubling-down on renewable-energy generation. Higher Emissions, Lower Emissions Prices Last week, the EU proposed its REPowerEU scheme, which is meant to enable the decoupling of the EU from Russian energy dependence by funding hundreds-of-billions-of-euros in new energy investments over coming years.3 Chart 1EU Surprises Carbon Market With Increased CO2 Emission Allowance Supply EU Surprises Carbon Market With Increased CO2 Emission Allowance Supply EU Surprises Carbon Market With Increased CO2 Emission Allowance Supply In a history heavily laden with paradox, this new scheme will lift the EU's green-house gas (GHG) emissions – including CO2 – if the sale of €20 billion of EU Emission Trading System (ETS) allowances goes forward.4 So, in the breach, the EU is willing to significantly relax its environmental goals – the E in ESG – to begin undoing its failed foreign policy. Markets already are making room for this increased ETS pollution-permit supply, which, as allowances prices weaken, will require additional supplies to reach the €20 billion target (Chart 1). This will lead to higher coal and fossil fuel usage during Germany's hot-mess de-coupling with Russia. In addition to raising funds by selling pollution permits, the EU will invest another €10 billion in natgas pipelines. This will help counter the likely loss of Russian gas when it embargoes Russian oil imports, but will take time (a few years) to actually put in the ground.5 The additional pipe would address one of the EU's weakest energy links: the lack of pipeline capacity to transport liquified natural gas (LNG) inland once it arrives in Europe. Europe pushed hard to re-load natgas inventories ahead of the coming winter season, and appears to have made progress in this regard (Chart 2). Europe was a strong bid for LNG in the first four months of this year, according to Refinitiv reporting.6 LNG imports were up 58% over the first four months of this year, totaling 45.3mm MT. This kept European natgas prices elevated vs. Asia (Chart 3). Chart 2Europe Re-Loads Storage One Hot Mess: EU Energy Policy One Hot Mess: EU Energy Policy Chart 3Europe Outbids Asia For LNG One Hot Mess: EU Energy Policy One Hot Mess: EU Energy Policy The back-and-forth between the Asian and European markets will continue for the rest of this year, particularly going into the Northern Hemisphere's summer, when demand for natgas in Asia, in particular, will remain strong. REPowerEU Will Boost Base Metals Demand Longer term, the EU's REPowerEU proposal, if approved, will accelerate the EU's renewable-power build-out via so-called Projects of Common Interest (PCI). The proposal contains €800 billion to support new renewable-energy proposals, with another round of funding proposed for early next year.   The doubling down by the EU on renewables will lift base metals and steel prices as soon as the REPowerEU program starts funding investments in renewable technology and short-term projects like pipeline buildouts (maybe sooner as hedges are placed). Given the tightness already apparent in the base metals markets, this will raise the price of critical materials – copper, aluminum, steel – and will, in the process, keep fossil-fuels well bid: large capital projects do not get done without a lot of diesel and gasoline being consumed.7  The EU is not alone in its desire to accelerate renewables investment: The US is funding a similar build-out, as is China, which will be accelerating its infrastructure and renewables investments. The constraint on all of these programs to build out renewables is low capex in base metals (Chart 4), and oil and gas (Chart 5). This has kept the level of supply from quickly responding to increased demand, which keeps these markets in sharp backwardations. Market tightness in metals and energy will be compounded by stronger bids from the three largest economic centers in the world – the EU, US and China.Chart 4Weak Capex Holds Base Metals Supply Growth Down … One Hot Mess: EU Energy Policy One Hot Mess: EU Energy Policy Investment Implications Chart 5… And Oil + Gas Supply Growth One Hot Mess: EU Energy Policy One Hot Mess: EU Energy Policy The EU's REPowerEU scheme is not a done deal, but we give it high odds of being adopted. It will increase volatility in the EU's ETS market, and add significant new demand to base metals and fossil-fuel markets. In terms of where to take risk, now that this proposal has been floated, we would avoid getting long carbon permits traded on the EU's ETS carbon market, given the propensity of policymakers to meddle excessively, which, in and of itself, is a risk that is difficult – if not impossible – to forecast. However, we do continue to favor being long the S&P GSCI index, and the COMT, XOP, XME and PICK ETFs expecting higher base metals, oil and gas prices. On a tactical basis, we are getting long 4Q22 Brent calls struck at $120/bbl at tonight's close, anticipating an EU embargo of Russian oil imports. Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Analyst Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Paula Struk Research Associate Commodity & Energy Strategy paula.struk@bcaresearch.com Commodities Round-Up Energy: Bullish US officials involved in negotiations to restore the Iran nuclear deal appear to be signaling US interests could be served by agreeing such a deal.8 Allowing Iran back into the market as a bona fide oil exporter would return ~ 1mm b/d or more to global crude markets by year-end.  This would partly reverse the higher prices we expect in the wake of an EU to embargo Russian oil imports this week.  Presently, oil markets are rallying as the necessity for Russia to shut in oil production post-embargo is discounted (Chart 6).9 That said, a deal to allow Iran back into export markets would dampen the move we expect in the wake of an EU embargo. The market will remain tight after a US-Iran deal, but this might be attractive to the Biden administration as mid-terms approach, and to the EU, as it also would reduce the funds available for Russia to wage war on Ukraine.  On a tactical basis, we are getting long 4Q22 Brent calls struck at $120/bbl at tonight's close, anticipating the EU embargo.  We will close this position out if the US and Iran reinstate the Joint Comprehensive Plan of Action (JCPOA), which would allow Iran to resume oil exports.   Precious Metals: Bullish The World Platinum Investment Council (WPIC) projects a 2022 surplus of 627 koz, slightly lower than the previous forecast of 657k oz for this period. This year, strong automotive demand is expected to be offset by reductions in jewellery and industrial demand. Car manufacturers’ switch from Russian palladium to platinum – as they self-sanction – will bullish for platinum. Russia accounts for ~40% of global palladium mined output. The organization predicts lower mine supply caused primarily by supply-chain bottlenecks and COVID-19 restrictions. Nornickel, one of the world’s largest platinum miners is expected to reduce mined output on the back of supply-chain disruptions due to Russian sanctions.    Base Metals: Bullish Iron ore prices rose on the wider than anticipated cut in China’s benchmark interest rate for mortgages on May 20th (Chart 7). The upcoming easing of lockdowns in Shanghai will further boost iron ore prices, as markets expect Chinese economic activity to pick up. However, if China sticks to its zero-COVID policy, lockdowns will continue to occur in different cities and regions. BCA’s Emerging Markets Strategy expects these ‘rolling lockdowns’ to last at least until the end of this year. This will affect manufacturing and steel production, primary iron ore demand drivers. Iron ore’s reliance on China’s economic health means price of the industrial metal will not meaningfully rise this year, barring a supply shortfall. Chart 6 Brent Prices Going Up Brent Prices Going Up Chart 7 BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI) GOING DOWN BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI) GOING DOWN     Footnotes 1     Please see The Former Chancellor Who Became Putin’s Man in Germany, published by the New York Times 23 April 2022.  This is an excellent precis of the history of German-Russian trade vis-à-vis the career of former German chancellor Gerhard Schröder, who held the office from 1998 – 2005.  The deep energy relationship with Russia began in the late 1960s under the chancellorship of Willy Brandt.  As much as 55% of Germany's gas needs were supplied by Russia prior to its invasion of Ukraine 24 February 2022.  Now its Russian gas imports are closer to 20%; Germany and the EU are scrambling to eliminate any and all energy trade with Russia, beginning with reducing gas imports by two-thirds this year, and likely embargoing all oil imports by year-end. 2     Russia completes Nord Stream 2 construction, gas flows yet to start, published by reuters.com 10 September 2021. 3    Please see REPowerEU: A plan to rapidly reduce dependence on Russian fossil fuels and fast forward the green transition* published by the European Commission 18 May 2022.  Energy accounted for 62% of the EU's Russian imports in 2021, just under €100 billion worth of gas (40%), oil (27%) and coal (46%), according to the European Commission's tally in In focus: Reducing the EU’s dependence on imported fossil fuels published 20 April 2022.  In 2011, energy accounted for 77% of the EU's imports from Russia. 4    Please see Felix K. Chang's report Legacy of Ostpolitik: Germany's Russia Policy and Energy Security published by the Foreign Policy Research Institute in May 2014.  This includes a summary of the paradoxical nature of Germany's Ostpolitik policy following Russia's first invasion of Ukraine. 5    Please see German economy minister expects EU embargo on Russian oil 'within days' -ZDF, published by reuters.com 23 May 2022. 6    Please see LNG momentum swinging back to Asia as Europe demand eases: Russell published by reuters.com on 24 May 2022. 7     Please see Tight Commodity Markets: Persistently High Inflation, which we published 24 March 2022.  It is available at ces.bcaresearch.com. 8    Please see Analysis: Subtle shift in U.S. rhetoric suggests new Iran approach published by reuters.com 24 May 2022, and German economy minister expects EU embargo on Russian oil 'within days' -ZDF, published by reuters.com 23 May 2022. 9    Please see Oil, Natgas Prices Set To Surge, which we published last week. Investment Views and Themes Recommendations Strategic Recommendations Trades Closed in 2022 Summary of Closed Trades

Dear Client, This week, we present our inaugural report on ESG investing and the global energy transition. Henceforth, we will be publishing this research on the last Thursday of every month. Our principal ESG focus will be on the Environmental aspects of climate change, and the policies and actions undertaken to arrest the rise in the Earth's temperature via decarbonization. To date, the goal of Environmental policy in many jurisdictions – e.g., the US and EU – has been to disincentivize exploration, production, refining and transportation investment in hydrocarbons. At the same time, it has strongly incentivized investment in renewable-power generation. This has produced volatile marginal effects, forcing commodity markets to allocate increasingly scarce energy and metals supplies against a backdrop of increasing demand. It is at this nexus where investment opportunities will emerge. ESG's Social and Governance pillars are slower-moving change agents, with long-duration effects. Human-rights failures can destroy lives and lead to social unrest. Failed corporate governance and national governance can sharply alter firms' abilities and willingness to invest in environmentally responsible resource development. Failure in both dimensions can profoundly affect commodity supply-demand balances, and imperil the energy transition. Much of what passes for ESG measurement and compliance is self-reported – when data are available – and differs little from PR or virtue signaling. This is starting to change. Over the next 2-3 years, we expect a continued increase in government involvement in standardizing ESG reporting – cf, the SEC's recent proposal for reporting Scope 1, 2 and 3 emissions, and an increased focus on carbon pricing, which we believe will require a global carbon tax or carbon-price floor. This will be needed to incentivize investment in renewables and carbon-reduction and -capture technology, given the near-impossibility of harmonizing local and regional carbon-trading schemes. Otherwise climate clubs – i.e., trading blocs comprising states with shared ESG goals – will emerge, which will further fragment global trade. We are hopeful you will find this research useful in your decision making and investing. Bob Ryan Managing Editor, Commodity & ESG Strategy Executive Summary Fossil Fuels Dominate Global Energy Mix Fossil Fuels Dominate Global Energy Mix Fossil Fuels Dominate Global Energy Mix Whether or not the SEC's proposal to disclose Scope 1, 2 and 3 emissions and other risk factors by firms it regulates will be adopted in whole or in part, we are confident it foreshadows deeper government involvement in the ESG arena in the near term in the US and EU. Carbon pricing will become increasingly important in global climate-change policy. We believe this will require a global carbon tax or carbon-price floor to incentivize investment in renewables and carbon-reduction and -capture technology. Failure to agree on at least a carbon price floor over the next 2-3 years almost surely will lead to the formation of climate clubs. In such clubs, like-minded states with similarly rigorous carbon-pricing and ESG disclosure requirements will allow trade among each other, but will levy tariffs against firms in states lacking such policies. Bottom Line: Governments are approaching a reckoning on their commitments to reduce or slow CO2 and greenhouse-gas (GHG) emissions. These are meant to hold the rise in the Earth's temperature to less than 2° C, or to approach the 1.5° C goal of the Paris Agreement. Reporting mandates like the EU's and the SEC's proposed CO2/GHG reports will help, as will increased subsidies and tax support for carbon-capture and hydrogen technology. However, a global carbon tax or carbon-price floor will be required to incentivize the investment needed to meet climate-change goals. Feature Voluntary programs and self-reporting are not reducing the concentration of CO2 and other GHGs fast enough to stay on track to meet Paris Agreement targets of holding the rise in the Earth's temperature to less than 2° C vs, pre-industrial levels, or preferably to 1.5° C. Over the next couple of years, we believe states will have to mandate additional ESG reporting – particularly on CO2 and other GHG emissions – and will require audits of programs and reports connected to GHG emissions, given the scope of what they are trying to accomplish. The EU got the ball rolling on reporting emissions, and now the US SEC is proposing new regulations as well. These will require the firms it regulates to disclose Scope 1, 2 and 3 emissions and other climate-related factors that constitute material risks to revenues and profits.1 Regardless of whether this proposal makes it through the legislative process, firms with operations in the EU will have to comply with similar reporting requirements if similar proposals are approved. Growing Energy Demand Fuels Higher CO2 Emissions World electricity demand – the principal focus of the global energy transition – grew 6% last year, on the back of strong GDP growth and weather-related demand. 2021 saw the highest electricity demand growth recorded by the IEA in the post-GFC recovery that began in 2010, amounting to 1,500 Twh year-on-year. Coal covered more than half of the growth in global electricity demand last year, and has constituted a major chunk of the electricity mix over a longer historical sample. Based on data starting in 2000, the world – primarily EM – has been net positive coal-fired power capacity (Chart 1) which reached an all-time high in 2021 as well, rising 9% y/y, while gas-fired generation grew 2%. The increase in fossil fuel generation pushed CO2 emissions globally up almost 6% to record highs. Renewable generation grew by 6% last year and is expected to meet most of the increase in electricity demand over the 2022-24 period with 8% p.a. growth, according to the IEA. Coal demand surged on the back of robust economic growth and weather-related factors, which helped propel global CO2 emissions to a record high at just over 36 billion MT in 2021, according to the IEA. This reversed the downturn in 2020 caused by the COVID-19 pandemic (Chart 2). Higher methane and nitrous oxide emissions, plus CO2 released by oil and gas flaring, lifted total energy-related GHG emissions to record levels last year as well. Chart 1Coal-Fired Power Has Been A Constant Looking Through ESG Virtue Signaling Looking Through ESG Virtue Signaling Chart 2Fossil Fuels Dominate Global Energy Mix Fossil Fuels Dominate Global Energy Mix Fossil Fuels Dominate Global Energy Mix We find evidence of a long-run relationship between real GDP and carbon dioxide emissions (Chart 3). This likely plays out through cointegration between oil consumption with real GDP, a relationship we exploit when estimating our monthly oil balances. While the income elasticity for emerging economies reliant on manufacturing – e.g., India and China – is positive, for the EU, a bloc of developed nations, that elasticity turns negative. This is consistent with the hypothesis of the Environmental Kuznets Curve, which states that initial increases in GDP per capita are associated with environmental degradation, however, beyond a point, income increases are associated with lower environmental damage.2 Interesting, as well, is the lack of any cointegration between GDP and US CO2 emissions. That may be due to the increased use of natgas vs. coal, and the fact that the energy intensity of US GDP continues to fall. Energy demand levels, including electricity, continues to exceed renewables supply. So even though renewable-energy generation growth is expected to meet 90% of energy demand growth from 2022 to 2024, the accumulation of CO2 and other GHGs will continue keeping the level of pollutants rising over that period. Chart 3CO2 Closely Tied To GDP CO2 Closely Tied To GDP CO2 Closely Tied To GDP   Recent research on global CO2 emissions growth for different countries based on historical values for population, GDP per capita and carbon intensity (measured as CO2 emissions per unit of GDP) projects median annual CO2 emissions in 2100 will be 34 Gigatons (Chart 4).3 This is significantly higher than the emissions required to keep temperature increases under 2° C by the end of the forecast period. The forecast is accompanied by four other CO2 emission scenarios provided by the Intergovernmental Panel on Climate Change (IPCC). Chart 4CO2 Projected Increases Overshoot Paris Agreement Targets Looking Through ESG Virtue Signaling Looking Through ESG Virtue Signaling Carbon Tax Needed One of our high-conviction views is governments worldwide need to agree a global carbon tax that can be applied directly to CO2 emissions.4 If a global carbon tax cannot be agreed, a global carbon-price floor also could be used to incentivize the investment needed to meet climate-change goals. An IMF analysis entitled "Five Things To Know About Carbon Pricing" published in September notes: "An international carbon price floor can be strikingly effective. A 2030 price floor of $75 a ton for advanced economies, $50 for high-income emerging market economies such as China, and $25 for lower-income emerging markets such as India would keep warming below 2°C with just six participants (Canada, China, European Union, India, United Kingdom, United States) and other G20 countries meeting their Paris pledges." There may be legitimate grounds for arguing over the point at which the tax is collected – i.e., at the production or consumption stages – but, in our view, this would be far superior (and quicker to implement) than trying to harmonize the different carbon-trading schemes worldwide. In addition, the revenues generated by the tax would allow governments to protect the interests of lower-income constituencies, which are most adversely affected by such regressive taxes. We also have maintained failure to agree a carbon tax of some form over the next 2-3 years almost surely will lead to the formation of climate clubs, a notion pioneered by William Nordhaus, the 2018 Nobel Laurate.5 In Nordhaus's clubs, like-minded states with similarly rigorous carbon-pricing and ESG disclosure requirements will allow trade among each other, but will levy tariffs against firms in states lacking such measures. There is some evidence China already is preparing for this eventuality by limiting the export of high-carbon products to consumer states with strong climate-protection laws. For example, the EU last year rolled out a Carbon Border Adjustment Mechanism (CBAM), which it describes as "a climate measure that should prevent the risk of carbon leakage and supports the EU's increased ambition on climate mitigation, while ensuring WTO compatibility."6 Investment Implications Governments are moving quickly to address shortcoming in existing CO2 and GHG reduction policies. Among other things, the EU and US are proposing mandatory reporting on these emissions covering Scope 1, 2 and 3 emissions. In addition, China is refining its five-year plan to limit high-carbon exports, so that it does not run afoul of the EU's CBAM. We expect more of such measures going forward, as CO2 and GHG emissions continue to accumulate in the atmosphere at a rate that cannot be offset by existing policy.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Analyst Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Paula Struk Research Associate Commodity & Energy Strategy paula.struk@bcaresearch.com     Footnotes 1     Scope 1 covers GHG emissions firms directly generate on their own; Scope 2 applies to emissions indirectly created a purchasing electricity and other forms of energy; and Scope 3 covers indirect emissions produced up and down the firms' supply chain.  These are deemed to be material risks that could impact firms' revenues and profitability, hence necessary information for investors and market participants generally.  Please see SEC Proposes Rules to Enhance and Standardize Climate-Related Disclosures for Investors, published by the SEC on March 21, 2022. 2     For more information on this, please see ScienceDirect’s page on the Environmental Kuznets Curve.  3    Please see Country-based rate of emissions reductions should increase by 80% beyond nationally determined contributions to meet the 2 degree Celsius target (Liu and Rafter, 2021), published in Nature. 4    Please see Surging Metals Prices And The Case For Carbon-Capture, which we published on May 13, 2021. It is available at ces.bcaresearch.com. 5    Please see Nordhaus, William (2015), "Climate Clubs: Overcoming Free-riding in International Climate Policy," American Economic Review 105:4, pp. 1339–1370. 6    Please see Carbon Border Adjustment Mechanism: Questions and Answers, published by the European Commission on July 14, 2021. See also China issues guidelines under 14th 5-year plan to limit high-carbon product exports, published by S&P Global Platts on April 7, 2022. Platts notes this likely will be China's first FYP to include limits on "high-carbon products from the (refining and petrochemical) industry amid China's carbon neutrality journey. This comes amid expectations that foreign countries may levy tariffs like the EU's Cross Border Adjustment Mechanism, or CBAM, on such products in the future." Investment Views and Themes Recommendations Strategic Recommendations Trades Closed in 2022   Image

Executive Summary Tight Inventories Spike Metals Commodities' Watershed Moment Commodities' Watershed Moment Russia's war against Ukraine is a watershed moment, which will realign production, distribution and consumption of commodities globally. The development of new sources of the critical metals desperately needed to build out renewable energy grids and the drive to secure access to oil, gas and coal will intensify along political lines. China, reinforced by Russia, will lead the East, while the US and its allies will lead the West, in a redux of the Cold War. Local politics will intrude on this process, as left-of-center governments in important commodity-producing states secure their electoral victories and claim greater shares of commodity revenues. The rebuilding of defense systems, particularly in Europe, will compete with the renewable-energy transition. This will stress already-tight metals markets, where low inventories will predispose markets to higher volatility a la this week's oil, natgas and nickel price spikes. This will retard economic growth. In the short term, CO2 emissions will surge. Longer term, the transition to net-zero carbon emissions by 2050 will be pushed back years, as states compete for access to commodities. East-West trade restrictions and hoarding of commodities secured via trade within these respective blocs, as is occurring presently, will increase. Bottom Line: Russia's war against Ukraine is a watershed moment.  The development of new sources of the critical metals desperately needed to build out renewable energy grids, and the drive to secure access to oil, gas and coal will intensify. China, reinforced by Russia, will lead the East, while the US and its allies will lead the West, in a redux of the Cold War. Feature Russia's war with Ukraine provoked a watershed moment for Europe: Leaders suddenly realized they had to reverse decades of energy dependence on Russia, rebuild their militaries, and sustain a massive buildout of the continent's renewable-energy generation and grid. This occurred as inventories of the basic commodities required to achieve all of these objectives were stretched so tight that the mere threat of the cutoff of pipeline natural gas was enough to send benchmark EU natgas prices to a record $113/MMBtu, up nearly 80% from the previous day's close before it settled back to still-elevated levels (Chart 1). Oil inventories also were stretched extremely thin even before Russia launched its invasion of Ukraine 24 February (Chart 2). The situation is not improving, since, in the wake of the Ukraine war, numerous refiners and trading companies now are observing self-imposed sanctions against taking any Russian oil or refined products. It is worthwhile remembering this began before the US and UK announced they would ban all imports of Russian material this week.1 This will stretch supply chains by unknow durations – the movement of crude from Russia to a refiner could take months instead of weeks, until new trade patterns are established. Chart 1Little Flex In EU Gas Inventories Commodities' Watershed Moment Commodities' Watershed Moment Chart 2Little Flex In EU Gas Inventories Little Flex In EU Gas Inventories Little Flex In EU Gas Inventories   Global economic and policy uncertainty is massively elevated, with percent changes in oil and gas prices swinging on a double-digit basis daily. This makes it extremely difficult to bid or offer oil cargoes in the physical market or make markets (i.e., bid or offer) in the futures markets, which has the effect of compounding uncertainty and volatility. Fundamentals – supply, demand and inventories – take a back seat to fear and uncertainty in such markets. This makes it virtually impossible to assign a probability to any price outcomes based on supply and demand – the true definition of uncertainty in the Frank Knight sense – and to make long-term capex decisions over the long term.2 We raised our 2022 and 2023 Brent forecasts on the back of the massive uncertainty in the markets to $90/bbl and $85/bbl, respectively, right after Russia's invasion of Ukraine. We assume 1Q22 Brent will average $100/bbl. We expect core OPEC 2.0 producers – Saudi Arabia, UAE and Kuwait – will increase production beginning in 2Q22; US shale-oil output will rise, and ~ 1.2mm b/d of Iranian production will return to market in 2H22. Among the risks to our forecasts are a failure by core OPEC 2.0 to lift output (we expect an announcement at the end of this month when the producer coalition meets); lower-than-expected US shale output, and a failure to resolve the Iran nuclear deal with the US. Our modeling indicated these outcomes could lift Brent to between $120/bbl and $140/bbl by 2023 (Chart 3). We will be updating our forecasts next week.3 Chart 3Brent Forwards Lift Brent Forwards Lift Brent Forwards Lift EU's Watershed Metals Moment EU leadership is setting out to reverse decades of energy dependence on Russia, rebuild their militaries, and sustain a massive buildout of the continent's renewable-energy grid, all a result of the Ukraine war. This will require massive investment in metals mining and refining, along with steel-making capacity. Already, Germany is pledging to increase LNG import capacity and measures to reduce its dependence on Russian natural gas by 75% this year.4 The EU is looking to restore its natgas inventories to 90% of capacity before next winter, and has pledged to double down on renewables, in order to remove member-state dependence on Russian energy exports.5 These ambitious goals are up against the hard reality of scarce base metals supply globally. This will be exacerbated going forward by actions taken by and against Russia. The Russia-Ukraine crisis will destabilize metal markets, given supply uncertainty from Russia and its contribution to global supply. The commodities heavyweight constitutes 6%, 5% and 4% of global primary aluminum, refined nickel and copper production. Against the backdrop of very low global inventories in these metals (Chart 4), the prices of all three hit record highs over the last few days due to uncertain supply (Chart 5). LME nickel prices more than quadrupled on Tuesday as traders rushed to cover short positions and margin calls. Chart 4Low Inventories... Low Inventories... Low Inventories... Chart 5...Lead To Price Volatility ...Lead To Price Volatility ...Lead To Price Volatility Uncertainty has engulfed metal markets, with a Western ban on Russian metal imports still a possibility. Putin’s announcement regarding raw material export restrictions will further fuel supply uncertainty.6 As in the case of oil, private entities’ self-sanctioning, sanctions on the Russian financial system, and war-related supply chain disruptions are causing current Russian metal export disruptions.7 So far, Western sanctions on commodities have not directly interfered with metal flows from Russia. But markets are taking it day to day. Supply disruptions and sanctions force the formation of new trade patterns, as private entities aim to maximize arbitrage opportunities. For example, high European aluminum price spreads incentivized shipments from China, the world’s largest producer and consumer of refined aluminum. Normally, Europe relies on Russia for aluminum supplies. Rising European physical premiums for delivered metal, caused by Russian export disruptions, will see trading companies take advantage of arbitrage opportunities in other commodities as well. Europe's Risk Profile Rising Since the Ukraine war began, rising European physical premiums in commodities ranging from metals to natgas indicate the continent – more so than others – is particularly vulnerable to Russian export disruptions. Europe’s reliance on Russian energy and its supply disruptions will raise operating costs for smelters and refiners on the continent, threatening smelter shutdowns similar to those we saw this past winter. Markets were expecting power price relief over the warmer months and higher smelting activity. Elevated fuel and power prices, however, will constrain metals refining in Europe, and could shut or close even more smelters, keeping refined metals supply scarce and prices high. Rebuilding Europe's Defenses EU leaders are scheduled to take up a new energy and defense funding proposal today, which media reports are describing as "massive" (no detail provided ahead of the meeting, of course). This program reportedly will be akin to the EU's $2 trillion COVID-relief fund.8 The EU's fast response to defense shortfalls comes against the backdrop discussed above regarding super-tight metals markets, which now face a further complication of unpredictable local politics in metals-producing states. Some of these states have voted left-of-center governments into office, which now appear to be intent on nationalizing mining operations.9 Chile, e.g., accounts for ~ 30% of global copper ore output, and is in the process of re-writing its constitution, which will change tax and royalty law, and could pave the way for nationalization of copper and lithium mines. This political risk compounds any long-term planning operations by consumers like the EU and producers. Investment Implications Energy markets – broadly defined to include oil, gas and coal along with the base metals required for renewables and their supporting grids and electric vehicles – are being rocked by Russia's war with Ukraine. Base metals, in particular, will have to find price levels that destroy demand among competing uses, if the EU's dual-track plan to build out its renewables generation and restore a military capability is approved. A "massive" funding effort in Europe, coupled with equally massive efforts in the US and China – both intent on building out their renewable generation and grids, as well as expanding their defensive capabilities – will be extremely difficult to pull off. Critical base metals inventories remain low, and prices are high because demand exceeds supply for the foreseeable future (Chart 6). Chart 6Tight Inventories Spike Metals Commodities' Watershed Moment Commodities' Watershed Moment The EU will join a world in which the other two great economic centers – the US and China – will engage in a geopolitical competition over access to and control of scarce base metals, oil, gas and coal resources. Russia will remain aggressive toward the West, at least until the Putin regime falls, and will play an ancillary role to China. Fossil fuels and base metals have been starved for capex for more than a decade. Governmental pronouncements will not reverse this. These markets will remain tight, and will get tighter in order to allocate increasingly scarce supply with rapidly growing demand. As such, we remain long commodity-index exposure (S&P GSCI and the COMT ETF), along with equity exposure to oil and gas producers via the XOP ETF, and the XME and PICK ETFs to retain exposure to base metals and bulks producers and traders.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Footnotes 1     Please see Russian tankers at sea despite ‘big unknown’ over who will buy oil, published by ft.com on March 7, 2022. 2     Please see Explained: Knightian uncertainty, published by mit.edu for discussion. 3    Please see Oil Risk Premium Abates, But Still Remains, which we published on February 25, 2022. 4    Please see Germany Revives LNG Import Plans to Cut Reliance on Russian Natural Gas in Marked Policy Shift, published by naturalgasintel.com on March 1, 2022. 5    Please see Climate change: EU unveils plan to end reliance on Russian gas, published by bbc.co.uk on March 8, 2022, and The EU plan to drastically ramp renewables to replace Russian gas, published by pv-magazine.com on March 9, 2022. 6    Please see Russia to Omit Raw Material Exports but Omits Details, published by Bloomberg on March 9, 2022. 7     Please see here for Which companies have stopped doing business with Russia? 8    Please see Ukraine: ECB governing council to meet as crisis intensifies, published on March 8, 2022 by greencentralbanking.com. 9    Please see Chile a step closer to nationalizing copper and lithium, published by mining.com on March 7, 2022, and Add Local Politics To Copper Supply Risks, which we published on November 25, 2021.   Investment Views and Themes Recommendations Strategic Recommendations

Highlights The US Climate Prediction Center gives ~ 70% odds another La Niña will form in the August – October interval and will continue through winter 2021-22. This will be a second-year La Niña if it forms, and will raise the odds of a repeat of last winter's cold weather in the Northern Hemisphere.1 Europe's natural-gas inventory build ahead of the coming winter remains erratic, particularly as Russian flows via Ukraine to the EU have been reduced this year. Russia's Nord Stream 2 could be online by November, but inventories will still be low. China, Japan, South Korea and India  – the four top LNG consumers in Asia  – took in 155 Bcf of the fuel in June. A colder-than-normal winter would boost demand. Higher prices are likely in Europe and Asia (Chart of the Week). US storage levels will be lower going into winter, as power generation demand remains stout, and the lingering effects from Hurricane Ida reduce supplies available for inventory injections. Despite spot prices trading ~ $1.30/MMBtu above last winter's highs – currently ~ $4.60/MMBtu – we are going long 1Q22 NYMEX $5.00/MMBtu natgas calls vs short NYMEX $5.50/MMBtu natgas calls expecting even higher prices. Feature Last winter's La Niña was a doozy. It brought extreme cold to Asia, North America and Europe, which pulled natural gas storage levels sharply lower and drove prices sharply higher as the Chart of the Week shows. Natgas storage in the US and Europe will be tight going into this winter (Chart 2). Europe's La Niña lingered a while into Spring, keeping temps low and space-heating demand high, which delayed the start of re-building inventory for the coming winter.  In the US, cold temps in the Midwest hampered production, boosted demand and caused inventory to draw hard. Chart of the WeekA Return Of La Niña Could Boost Global Natgas Prices A Return Of La Niña Could Boost Global Natgas Prices A Return Of La Niña Could Boost Global Natgas Prices Chart 2Europe, US Gas Stocks Will Be Tight This Winter NatGas: Winter Is Coming NatGas: Winter Is Coming Summer in the US also produced strong natgas demand, particularly out West, as power generators eschewed coal in favor of gas to meet stronger air-conditioning demand. This is partly due to the closing of coal-fired units, leaving more of the load to be picked up by gas-fired generation (Chart 3). The EIA estimates natgas consumption in July was up ~ 4 Bcf/d to just under 76 Bcf/d. Hurricane Ida took ~ 1 bcf/d of demand out of the market, which was less than the ~ 2 Bcf/d hit to US Gulf supply resulting from the storm.  As a result, prices were pushed higher at the margin. Chart 3Generators Prefer Gas To Coal NatGas: Winter Is Coming NatGas: Winter Is Coming US natgas exports (pipeline and LNG) also were strong, at 18.2 Bcf/d in July (Chart 4). We expect US LNG exports, in particular, to resume growth as the world recovers from the COVID-19 pandemic (Chart 5). This strong demand and exports, coupled with slightly lower supply from the Lower 48 states – estimated at ~ 98 Bcf/d by the EIA for July (Chart 6) – pushed prices up by 18% from June to July, "the largest month-on-month percentage change for June to July since 2012, when the price increased 20.3%" according to the EIA. Chart 4US Natgas Exports Remain Strong US Natgas Exports Remain Strong US Natgas Exports Remain Strong Chart 5US LNG Exports Will Resume Growth NatGas: Winter Is Coming NatGas: Winter Is Coming Chart 6US Lower 48 Natgas Production Recovering US Lower 48 Natgas Production Recovering US Lower 48 Natgas Production Recovering Elsewhere in the Americas, Brazil has been a strong bid for US LNG – accounting for 32.3 Bcf of demand in  June – as hydroelectric generation flags due to the prolonged drought in the country. In Asia, demand for LNG remains strong, with the four top consumers – China, Japan, South Korea, and India – taking in 155 Bcf in June, according to the EIA. Gas Infrastructure Ex-US Remains Challenged A combination of extreme cold weather in Northeast Asia, and a lack of gas storage infrastructure in Asia generally, along with shipping constraints and supply issues at LNG export facilities, led to the Asian natural gas price spike in mid-January.2 Very cold weather in Northeast Asia, drove up LNG demand during the winter months. In China, LNG imports for the month of January rose by ~ 53% y-o-y (Chart 7).3 The increase in imports from Asia coincided with issues at major export plants in Australia, Norway and Qatar during that period. Chart 7China's US LNG Exports Surged Last Winter, And Remain Stout Over The Summer NatGas: Winter Is Coming NatGas: Winter Is Coming Substantially higher JKM (Japan-Korea Marker) prices incentivized US exporters to divert LNG cargoes from Europe to Asia last winter. The longer roundtrip times to deliver LNG from the US to Asia – instead of Europe – resulted in a reduction of shipping capacity, which ended up compounding market tightness in Europe. Europe dealt with the switch by drawing ~ 18 bcm more from their storage vs. the previous year, across the November to January period. Countries in Asia - most notably Japan – however, do not have robust natural gas storage facilities, further contributing to price volatility, especially in extreme weather events. These storage constraints remain in place going into the coming winter. In addition, there is a high probability the global weather pattern responsible for the cold spells around the globe that triggered price spikes in key markets globally – i.e., a second La Niña event – will return. A Second-Year La Niña  Event The price spikes and logistical challenges of last winter were the result of atmospheric circulation anomalies that were bolstered by a La Niña event that began in mid-2020.4 The La Niña is characterized by colder sea-surface temperatures that develops over the Pacific equator, which displaces atmospheric and wind circulation and leads to colder temperatures in the Northern Hemisphere (Map 1). Map 1La Niña Raises The Odds Of Colder Temps NatGas: Winter Is Coming NatGas: Winter Is Coming The IEA notes last winter started off without any exceptional deviations from an average early winter, but as the new year opened "natural gas markets experienced severe supply-demand tensions in the opening weeks of 2021, with extremely cold temperature episodes sending spot prices to record levels."5 In its most recent ENSO update, the US Climate Prediction Center raised the odds of another La Niña event for this winter to 70% this month. If similar conditions to those of the 2020-21 winter emerge, US and European inventories could be stretched even thinner than last year, as space-heating demand competes with industrial and commercial demand resulting from the economic recovery. Global Natgas Supplies Will Stay Tight JKM prices and TTF (Dutch Title Transfer Facility) prices are likely to remain elevated going into winter, as seen in the Chart of the Week. Fundamentals have kept markets tight so far. Uncertain Russian supply to Europe will raise the price of the European gas index (TTF). This, along with strong Asian demand, particularly from China, will keep JKM prices high (Chart 8). The global economic recovery is the main short-term driver of higher natgas demand, with China leading the way. For the longer-term, natural gas is considered as the ideal transition fuel to green energy, as it emits less carbon than other fossil fuels. For this reason, demand is expected to grow by 3.4% per annum until 2035, and reach peak consumption later than other fossil fuels, according to McKinsey.6 Chart 8BCAs Brent Forecast Points To Higher JKM Prices BCAs Brent Forecast Points To Higher JKM Prices BCAs Brent Forecast Points To Higher JKM Prices Spillovers from the European natural gas market impact Asian markets, as was demonstrated last winter. Russian supply to Europe – where inventories are at their lowest level in a decade – has dropped over the last few months. This could either be the result of Russia's attempts to support its case for finishing Nord Stream 2 and getting it running as soon as possible, or because it is physically unable to supply natural gas.7 A fire at a condensate plant in Siberia at the beginning of August supports the latter conjecture. The reduced supply from Russia, comes at a time when EU carbon permit prices have been consistently breaking records, making the cost of natural gas competitive compared to more heavy carbon emitting fossil fuels – e.g., coal and oil – despite record breaking prices. With Europe beginning the winter season with significantly lower stock levels vs. previous years, TTF prices will remain volatile. This, and strong demand from China, will support JKM prices. Investment Implications Natural gas prices are elevated, with spot NYMEX futures trading ~ $1.30/MMBtu above last winter's highs – currently ~ $4.60/MMBtu. Our analysis indicates prices are justifiably high, and could – with the slightest unexpected news – move sharply higher. Because natgas is, at the end of the day, a weather market, we favor low-cost/low-risk exposures. In the current market, we recommend going long 1Q22 NYMEX $5.00/MMBtu natgas calls vs short NYMEX $5.50/MMBtu natgas calls expecting even higher prices. This is the trade we recommended on 8 April 2021, at a lower level, which was stopped out on 12 August 2021 with a gain of 188%.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish Earlier this week, Saudi Aramco lowered its official selling price (OSP) by more than was expected – lowering its premium to the regional benchmark to $1.30/bbl from $1.70/bbl – in what media reports based on interviews with oil traders suggest is an attempt to win back customers electing not to take volumes under long-term contracts. This is a marginal adjustment by Aramco, but still significant, as it shows the company will continue to defend its market share. Pricing to Northwest Europe and the US markets is unchanged. Aramco's majority shareholder, the Kingdom of Saudi Arabia (KSA), is the putative leader of OPEC 2.0 (aka, OPEC+) along with Russia. The producer coalition is in the process of returning 400k b/d to the market every month until it has restored the 5.8mm b/d of production it took off the market to support prices during the COVID-19 pandemic. We expect Brent crude oil prices to average $70/bbl in 2H21, $73/bbl in 2022 and $80/bbl in 2023. Base Metals: Bullish Political uncertainty in Guinea caused aluminum prices to rise to more than a 10-year high this week (Chart 9). A coup in the world’s second largest exporter of bauxite – the main ore source for aluminum – began on Sunday, rattling aluminum markets. While iron ore prices rebounded primarily on the record value of Chinese imports in August, the coup in Guinea – which has the highest level of iron ore reserves – could have also raised questions about supply certainty. This will contribute to iron-ore price volatility. However, we do not believe the coup will impact the supply of commodities as much as markets are factoring, as coup leaders in commodity-exporting countries typically want to keep their source of income intact and functioning. Precious Metals: Bullish Gold settled at a one-month high last Friday, when the US Bureau of Labor Statistics released the August jobs report. The rise in payrolls data was well below analysts’ estimates, and was the lowest gain in seven months. The yellow metal rose on this news as the weak employment data eased fears about Fed tapering, and refocused markets on COVID-19 and the delta variant. Since then, however, the yellow metal has not been able to consolidate gains. After falling to a more than one-month low on Friday, the US dollar rose on Tuesday, weighing on gold prices (Chart 10). Chart 9 Aluminum Prices Recovering Aluminum Prices Recovering Chart 10 Weaker USD Supports Gold Weaker USD Supports Gold       Footnotes 1      Please see the US Climate Prediction Center's ENSO: Recent Evolution, Current Status and Predictions report published on September 6, 2021. 2     Please see Asia LNG Price Spike: Perfect Storm or Structural Failure? Published by Oxford Institute for Energy Studies. 3     Since China LNG import data were reported as a combined January and February value in 2020, we halved the combined value to get the January 2020 amount. 4     Please see The 2020/21 Extremely Cold Winter in China Influenced by the Synergistic Effect of La Niña and Warm Arctic by Zheng, F., and Coauthors (2021), published in Advances in Atmospheric Sciences. 5     Please see the IEA's Gas Market Report, Q2-2021 published in April 2021. 6     Please see Global gas outlook to 2050 | McKinsey on February 26, 2021. 7     Please see ICIS Analyst View: Gazprom’s inability to supply or unwillingness to deliver? published on August 13, 2021.   Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights The US government issued its first-ever water-shortage declaration for the Colorado River basin in August, due to historically low water levels at the major reservoirs fed by the river (Chart of the Week). The drought producing the water shortage was connected to climate change by US officials.1 Globally, climate-change remediation efforts – e.g., carbon taxes – likely will create exogenous shocks similar to the oil-price shock of the 1970s. Remedial efforts will compete with redressing chronic underfunding of infrastructure. The US water supply infrastructure, for example, faces an investment shortfall of ~ $3.3 trillion over the next 20 years to replace aging plants and equipment, based on an analysis by the American Society of Civil Engineers (ASCE).  This will translate to a $6,000 per-capita cost by 2039 if the current funding gap persists. Fluctuating weather and the increasing prevalence of droughts and floods will increase volatility in markets such as agriculture which rely on stable climate and precipitation patterns.We are getting long the FIW ETF at tonight's close. The ETF tracks the performance of equities in the ISE Clean Edge Water Index, which covers firms providing potable water and wastewater treatment technologies and services. This is a strategic recommendation. Feature A decades-long drought in the US Southwest linked by US officials to climate change will result in further water rationing in the region. The drought has reduced total Colorado River system water-storage levels to 40% of capacity – vs. 49% at the same time last year. It has drawn attention to the impact of climate change on daily life, and the acute need for remediation efforts. The US Southwest is a desert. Droughts and low water availability are facts of life in the region. The current drought began in 2012, and is forcing federal, state, and local governments to take unprecedented conservation measures. The first-ever water-shortage declaration by the US Bureau of Reclamation sets in motion remedial measures that will reduce water availability in the Lower Colorado basin starting in October (Map 1). Chart 1Drought Hits Colorado River Especially Hard Drought Hits Colorado River Especially Hard Drought Hits Colorado River Especially Hard Map 1Colorado River Basin Investing In Water Supply Investing In Water Supply The two largest reservoirs in the US – Lake Powell and Lake Meade, part of the massive engineering projects along the Colorado – began in the 1930s and now supply water to 40mm people in the US Southwest. Half of those people get their water from Lake Powell. Emergency rationing began in August, primarily affecting Arizona, but will be extended to the region later in the year. Lake Powell is used to hold run-off from the upper basin of the Colorado River from Colorado, New Mexico, Utah and Wyoming. Water from Powell is sent south to supply the lower-basin states of California, Arizona, and Nevada. Reduced snowpack due to weather shifts caused by climate change has reduced water levels in Powell, while falling soil-moisture levels and higher evaporation rates, contribute to the acceleration of droughts and their persistence down-river. Chart 2Southwests Exceptionally Hard Drought Southwests Exceptionally Hard Drought Southwests Exceptionally Hard Drought Steadily increasing demand for water from agriculture, energy production and human activity brought on by population growth and holiday-makers have made the current drought exceptional (Chart 2). Most of the Southwest has been "abnormally dry or even drier" during 2002-05 and from 2012-20, according to the US EPA. According to data from the National Oceanic and Atmospheric Administration, most of the US Southwest was also warmer than the 1981 – 2010 average temperature during July (Map 2). The Colorado River Compact of 1922 governing the water-sharing rights of the river expires in 2026. Negotiations on the new treaties already have begun, as the seven states in the Colorado basin sort out their rights alongside huge agricultural  interest, native American tribes, Mexico, and fast-growing urban centers like Las Vegas. Map 2Most Of The US Southwest Is Warmer Than Average Investing In Water Supply Investing In Water Supply Global Water Emergency States around the globe are dealing with water crises as a result of climate change. "From Yemen to India, and parts of Central America to the African Sahel, about a quarter of the world's people face extreme water shortages that are fueling conflict, social unrest and migration," according to the World Economic Forum. Droughts, and more generally, changing weather patterns will make agricultural markets more volatile. Food production shortages due to unpredictable weather are compounding lingering pandemic related supply chain disruptions, leading to higher food prices (Chart 3). This could also fuel social unrest and political uncertainty. Floods in China’s Henan province - a key agriculture and pork region - inundated farms. Drought and extreme heat in North America are destroying crops in parts of Canada and the US. While flooding in July damaged Europe’s crops, the continent’s main medium-term risk, will be water scarcity.2  Droughts and extreme weather in Brazil have deep implications for agricultural markets, given the variety and quantity of products it exports. Water scarcity and an unusual succession of polar air masses caused coffee prices to rise earlier this year (Chart 4). The country is suffering from what national government agencies consider the worst drought in nearly a century. According to data from the NASA Earth Observatory, many of the agricultural states in Brazil saw more water evaporate from the ground and plants’ leaves than during normal conditions (Map 3). Chart 3The Pandemic and Changing Weather Patterns Will Keep Food Prices High The Pandemic and Changing Weather Patterns Will Keep Food Prices High The Pandemic and Changing Weather Patterns Will Keep Food Prices High Chart 4Unpredictable Weather Will Increase Volatility In Markets For Agricultural Commodities Unpredictable Weather Will Increase Volatility In Markets For Agricultural Commodities Unpredictable Weather Will Increase Volatility In Markets For Agricultural Commodities Map 3Brazil Is Suffering From Its Worst Drought In Nearly A Century Investing In Water Supply Investing In Water Supply Agriculture itself could be part of a longer-term and irreversible problem – i.e. desertification. Irrigation required for modern day farming drains aquifers and leads to soil erosion. According to the EU, nearly a quarter of Spain’s aquifers are exploited, with agricultural states, such as Andalusia consuming 80% of the state’s total water. Irrigation intensive farming, the possibility of higher global temperatures and the increased prevalence of droughts and forest fires are conducive to soil infertility and subsequent desertification. This is a global phenomenon, with the crisis graver still in north Africa, Mozambique and Palestinian regions. Changing weather patterns could also impact the production of non-agricultural goods and services. One such instance is semiconductors, which are used in machines and devices spanning cars to mobile phones. Taiwan, home to the Taiwan Semiconductor Manufacturing Company – the world’s largest contract chipmaker - suffered from a severe drought earlier this year (Chart 5). While the drought did not seriously disrupt chipmaking, in an already tight market, the event did bring the issue of the impact of water shortages on semiconductor manufacturing to the fore. According to Sustainalytics, a typical chipmaking plant uses 2 to 4 million gallons of water per day to clean semiconductors. While wet weather has returned to Taiwan, relying on rainfall and typhoons to satisfy the chipmaking sector’s water needs going forward could lead to volatility in these markets. Chart 5Taiwan Faced Its Worst Drought In History Earlier This Year Investing In Water Supply Investing In Water Supply Climate Change As A Macro Factor The scale of remediating existing environmental damage to the planet and the cost of investing in the technology required to sustain development and growth will be daunting. Unfortunately, there is not a great deal of research looking into how much of a cost households, firms and governments will incur on these fronts. Estimates of the actual price of CO2 – the policy variable most governments and policymakers focus on – range from as little as $1.30/ton to as much as $13/ton, according to the Peterson Institute for International Economics.3 PIIE's Jean Pisani-Ferry estimates the true cost is around $10/ton presently, after accounting for a lack of full reporting on costs and subsidies that reduce carbon costs. The cost of carbon likely will have to increase by an order of magnitude – to $130/ton or more over the next decade – to incentivize the necessary investment in technology required to deal with climate change and to sufficiently induce, via prices, behavioral adaptations by consumers at all levels. The PIIE notes, "… the accelerated pace of climate change and the magnitude of the effort involved in decarbonizing the economy, while at the same time investing in adaptation, the transition to net zero is likely to involve, over a 30-year period, major shifts in growth patterns." These are early days for assessing the costs and global macro effects of decarbonization. However, PIIE notes, these costs can be expected to "include a significant negative supply shock, an investment surge sizable enough to affect the global equilibrium interest rate, large adverse consumer welfare effects, distributional shifts, and substantial pressure on public finances." Much of the investment required to address climate change will be concentrated on commodity markets. Underlying structural issues, such as lack of investment in expanding supplies of metals and hydrocarbons required during the transition to net-zero CO2 emissions, will impart an upward bias to base metals, oil and natural gas prices over the next decade. We remain bullish industrial commodities broadly, as a result. Investment Implications Massive investment in infrastructure will be needed to address emerging water crises around the world. The American Society of Civil Engineers (ASCE) projects an investment shortfall of ~ $3.3 trillion over the next 20 years to replace aging water infrastructure in the US alone. This will translate to a $6,000 per-capita cost by 2039 if the current funding gap persists.4 At tonight's close we will be getting long the FIW ETF, which is focused on US-based firms providing potable water and wastewater treatment services. This ETF provides direct investment exposure to water remediation efforts and needed infrastructure modernization in the US. We also remain long commodity index exposure – the S&P GSCI and the COMT ETF – as a way to retain exposure to the higher commodity-price volatility that climate change will create in grain and food markets. This volatility will keep the balance of price risks to the upside.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish Hurricane Ida shut in ~ 96% of total US Gulf of Mexico (GoM) oil production. Colonial Pipeline, a major refined product artery for the US South and East coast closed a few of its lines due to the hurricane but has restarted operations since then. Since the share of US crude oil from this region has fallen, WTI and RBOB gasoline prices have only marginally increased, despite virtually zero crude oil production from the GoM (Chart 6). Prices are, however, likely to remain volatile, as energy producers in the region check for damage to infrastructure. Power outages and a pause in refining activity in the region will also feed price volatility over the coming weeks. Despite raising the 2022 demand forecast and pressure from the US, OPEC 2.0 stuck to its 400k b/d per month production hike in its meeting on Wednesday.     Base Metals: Bullish A bill to increase the amount of royalties payable by copper miners in Chile was passed in the senate mining committee on Tuesday. As per the bill, taxes will be commensurate with the value of the red metal. If the bill is passed in its current format, it will disincentivize further private mining investments in the nation, warned Diego Hernandez, President of the National Society of Mining (SONAMI). Amid a prolonged drought in Chile during July, the government has outlined a plan for miners to cut water consumption from natural sources by 2050. Increased union bargaining power - due to higher copper prices -, a bill that will increase mining royalties, and environmental regulation, are putting pressure on miners in the world’s largest copper producing nation.   Precious Metals: Bullish Jay Powell’s dovish remarks at the Jackson Hole Symposium were bullish for gold prices. The chairman of the US Central Bank stated the possibility of tapering asset purchases before the end of 2021 but did not provide a timeline. Powell reiterated the absence of a mechanical relationship between tapering and an interest rate hike. Raising interest rates is contingent on factors, such as the prevalence of COVID, inflation and employment levels in the US. The fact that the US economy is not close to reaching the maximum employment level, according to Powell, could keep interest rates lower for longer, supporting gold prices (Chart 7). Ags/Softs: Neutral The USDA crop Progress Report for the week ending August 29th reported 60% of the corn crop was good to excellent quality, marginally down by 2% vs comparable dates in 2020. Soybean crop quality on the other hand was down 11% from a year ago and was recorded at  56%. Chart 6 Investing In Water Supply Investing In Water Supply Chart 7 Weaker Real Rates Bullish For Gold Weaker Real Rates Bullish For Gold     Footnotes 1     Please see Reclamation announces 2022 operating conditions for Lake Powell and Lake Mead; Historic Drought Impacting Entire Colorado River Basin. Released by the US Bureau of Reclamation on August 16, 2021. 2     Please refer to Water stress is the main medium-term climate risk for Europe’s biggest economies, S&P Global, published on August 13, 2021. 3    Please see 21-20 Climate Policy is Macroeconomic Policy, and the Implications Will Be Significant by Jean Pisani-Ferry, which was published in August 2021.  4    Please see The Economic Benefits of Investing in Water Infrastructure, published by the ASCE and The Value of Water Campaign on August 26, 2020.   Investment Views and Themes Recommendations Strategic Recommendations Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights Alternative energy is priced to deliver spectacular long-term earnings growth, but this will be a very tough ask. While alternative energy will take a greater share of the energy pie, the pie itself is shrinking, as is its price. At its current valuation, alternative energy does not meet the conditions to be in a long-term investment portfolio. As the Ethereum network becomes the ‘go to’ place to implement and execute smart contracts or decentralised finance, such services will have to be paid in ETH giving the token an economic value. ETH should certainly form a small part of a long-term investment portfolio. A near-term combination of valuation and technical constraints means that stocks will struggle to outperform ultra-long bonds. Fractal analysis: India versus China. Feature Chart of the WeekThe World Is Using Much Less Energy Per Unit Of Economic Output The World Is Using Much Less Energy Per Unit Of Economic Output The World Is Using Much Less Energy Per Unit Of Economic Output Alternative Energy Blues Alternative energy is the meme theme of the moment. Hardly a day passes without some exhortation to save the planet, by substituting fossil fuels with cleaner forms of energy. Yet this year, alternative energy stocks have performed dismally. Since January, the sector is down 30 percent in absolute terms, and almost 40 percent versus the broad market. Begging the question, how can one of the biggest themes of the moment be one of the worst investment performers? Last year, the forward earnings of the alternative energy sector rose by 35 percent, helped by post-pandemic stimulus measures that targeted the clean energy industry. But as investors fell in love with this meme theme, the bigger story was that the valuation paid for the sector skyrocketed from 13 times forward earnings to a nosebleed 42 times, an increase of 220 percent (Chart I-2 and Chart I-3). Chart I-2Alternative Energy Earnings Rose... Alternative Energy Earnings Rose... Alternative Energy Earnings Rose... Chart I-3...But The Valuation Skyrocketed ...But The Valuation Skyrocketed ...But The Valuation Skyrocketed To put the 42 into context, the peak multiple of the tech sector has reached ‘only’ 29 this cycle, meaning that alternative energy was trading at a near 50 percent premium even to the daddy of growth sectors! This year, as investors have pared back the nosebleed valuation, the alternative energy sector has underperformed. Nevertheless, it is still trading at a 25 percent premium to tech, meaning that its profits will have to deliver spectacular long-term growth to justify the sky-high valuation. Is this likely? We are not convinced. The world is using less energy per unit of economic output. A fundamental rule of long-term investment is that you shouldn’t own any sector whose sales are shrinking as a share of the economy. The problem for alternative energy is that it is, ultimately, energy (Chart I-4). And the world is using less energy per unit of economic output. Chart I-4Alternative Energy And Traditional Energy Show Similar Earnings Profiles Alternative Energy And Traditional Energy Show Similar Earnings Profiles Alternative Energy And Traditional Energy Show Similar Earnings Profiles In 1995, every $1000 of real GDP used 157 kilograms of oil equivalent energy. Today, that has plunged to 109 kilograms. Meaning that over the past 25 years, the world economy has reduced its energy intensity by 30 percent.1 And the downtrend persists (Chart I-1). Granted, over the past 25 years, the share of the energy pie taken by non-fossil fuels has increased from 13.4 to 16.9 percent, of which renewables have increased from 0.6 to 5.7 percent. But the marginal prices of wind, solar, and geothermal power generation are collapsing. As a recent report from the International Renewable Energy Agency (IRENA) points out: Generation costs for onshore wind and solar photovoltaics (PV) have fallen between 3 percent and 16 percent yearly since 2010 – far faster than anything in our shopping baskets or household budgets… (and) auction results show these favourable cost trends continuing through the 2020s.2 Given that the alternative energy market is competitive rather than monopolistic or oligopolistic, a large part of these massive cost savings will be passed on to end-users. Constituting a long-term boon to consumers rather than to alternative energy profits. To repeat, with the alternative energy sector still trading at a 25 percent premium to tech, it must deliver spectacular long-term earnings growth. But this will be a very tough ask. Energy sector profits tightly track the value of energy produced, meaning volume times price (Chart I-5). The risk is that while alternative energy will take a greater share of the energy pie, the pie itself is shrinking, as is its price. Chart I-5Energy Sector Profits Tightly Track The Value Of Energy Produced (Volume Times Price) Energy Sector Profits Tightly Track The Value Of Energy Produced (Volume Times Price) Energy Sector Profits Tightly Track The Value Of Energy Produced (Volume Times Price) We conclude that with an ambiguous outlook for long-term earnings growth, alternative energy does not meet the conditions to be in a long-term investment portfolio at its still nosebleed valuation multiple of 32 times forward earnings.  Now let’s turn to an investment that you should have in a long-term investment portfolio. The London Hard Fork Is A Boon For The Ethereum Network The Ethereum network’s London hard fork – an event that passed under most radar screens – marks the shape of things to come for the blockchain and the cryptocurrency space. Crucially, it signals an ongoing sea-change that favours the Ethereum network’s users at the expense of its cryptocurrency miners. For those interested in the nerdy details, we direct you to Ethereum Improvement Protocol (EIP) 1559. But to cut to the chase, the fork has drastically reduced the profitability of Ethereum mining while “ensuring that only ETH can ever be used to pay for transactions on Ethereum, cementing the economic value of ETH within the Ethereum platform.” Only ETH can ever be used to pay for transactions on Ethereum, cementing the economic value of ETH within the Ethereum platform. The statements of intent address, and will ultimately alleviate, two of the biggest investment concerns about cryptocurrencies – first, that cryptocurrency mining is a prodigious user of energy, particularly dirty energy; and second, that as cryptocurrencies cannot be readily exchanged for goods and services, they have no value other than that from other investors believing they have value. Addressing the first concern, mining becomes irrelevant if the blockchain users employ the skin in the game ‘proof-of-stake’ protocol to validate transactions rather than the energy-intensive ‘proof-of-work’ protocol that relies on external miners. Which is where Ethereum is headed with the fully proof-of-stake Ethereum 2.0. Addressing the second concern, if the Ethereum network becomes the ‘go to’ place to implement and execute smart contracts or decentralised finance, then such services will have to be paid in ETH, giving the tokens an economic value. Hence, the key structural question is, which blockchain networks will become the go to places for decentralised intermediation? Ethereum is an excellent candidate. Note that the lending arm of the EU, the European Investment Bank, has effectively endorsed the Ethereum network by issuing a €100 million digital bond on it. And although the principal “is expected to be repaid in euros”, the intermediators get paid in ETH. Crucially, the token of a successful blockchain network will become the de-facto currency of the network, exchangeable for intermediation services on that network. With a value independent of speculative investments, investors can also justifiably own these tokens as a ‘digital gold.’ Clearly, cryptocurrencies experience a higher volatility than gold, but this can be adjusted through position sizing. To equalise drawdowns in digital gold versus gold, investors should own $1 of cryptocurrency for every $3 of gold (Chart I-6). On this relative risk basis, cryptocurrencies should constitute at least one quarter ($3.8 trillion) of the $15 trillion ‘anti-fiat’ market that gold currently dominates.  Chart I-6Cryptocurrency Drawdowns Are Becoming Less Severe Cryptocurrency Drawdowns Are Becoming Less Severe Cryptocurrency Drawdowns Are Becoming Less Severe Therefore, if Ethereum became the dominant cryptocurrency based on its network size, it would command a market capitalisation of at least $1.9 trillion, a more than five-fold increase from today. ETH should certainly form a small part of a long-term investment portfolio. Stocks Versus Bonds Face A Double Constraint Since mid-March the world stock market (MSCI All Country World Index) has rallied by 10 percent, but the ultra-long bond (30-year T-bond) has done even better, rallying by 14 percent. Hence stocks to bonds have drifted gently lower, for which there are two reasons. First, the valuation of the most highly-rated parts of the stock market have reached the limit that has held in the post-GFC era. Specifically, tech’s earnings yield premium versus the 10-year T-bond has reached its 2.5 percent lower bound (Chart I-7). Chart I-7Tech Reached Its Post-GFC Valuation Limit Versus Bond Yields Tech Reached Its Post-GFC Valuation Limit Versus Bond Yields Tech Reached Its Post-GFC Valuation Limit Versus Bond Yields Second, the groupthink in overweighting stocks versus bonds reached an extreme. All investors up to 260-day investment horizons are already in the trade, and this level of extreme groupthink correctly signalled stocks versus bonds major-tops in 2010 and 2013 (as well as major-bottoms in 2008 and 2020) (Chart I-8). Chart I-8The Groupthink In Overweighting Stocks Versus Bonds Reached An Extreme The Groupthink In Overweighting Stocks Versus Bonds Reached An Extreme The Groupthink In Overweighting Stocks Versus Bonds Reached An Extreme This near-term combination of valuation and technical constraints means that stocks will struggle to outperform ultra-long bonds. In the near term, stocks will struggle to outperform ultra-long bonds. Nevertheless, if bonds rally, it will support stocks. But if bonds sell off, it will undermine stocks. The implication of the above is that a bond sell-off – should it even occur – will be self-limiting. As we explained last week in Stocks, Not The Economy, Will Set The Upper Limit To Bond Yields, the upper limit to the 10-year T-bond yield is 1.8 percent. India Trading At A Precarious Premium This week’s fractal analysis highlights that the spectacular outperformance of India versus China has reached the limit of fragility on its 260-day fractal structure that marked previous major-tops in 2014, 2016, and 2019 (as well as major bottoms in 2015, 2018, and 2020) (Chart I-9). Chart I-9The Outperformance Of India Versus China Is Fragile The Outperformance Of India Versus China Is Fragile The Outperformance Of India Versus China Is Fragile In effect, as China’s tech sector has recently corrected, tech stocks in India are now trading at a precarious 60 percent premium to those in China (Chart I-10). Chart I-10India Is Trading At A Precarious Premium To China India Is Trading At A Precarious Premium To China India Is Trading At A Precarious Premium To China The recommended trade is to short India versus China (MSCI indexes), setting the profit target and symmetrical stop-loss at 19 percent. Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 Source: World Bank, and BP Statistical Review of World Energy 2021 2 Source: Renewable Power Generation Costs In 2019, International Renewable Energy Agency Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Closed Trades Asset Performance Equity Market Performance   Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Highlights Political and corporate climate activism will increase the cost of developing the resources required to produce and deliver energy going forward – e.g., oil and gas wells; pipelines; copper mines, and refineries. Over the short run, the fastest way for investor-owned companies (IOCs) to address accelerated reductions in CO2 emissions imposed by courts and boards is to walk away from the assets producing them, which could be disruptive over the medium term. Longer term, state-owned companies (SOCs) not facing the constraints of IOCs likely will be required to provide an increasing share of the resources needed to produce and distribute energy. The real difficulty will come in the medium term. Capex for critical metals like copper languishes, just as the call on these metals steadily increases over the next 30 years (Chart of the Week). The evolution to a low-carbon future has not been thought through at the global policy level. A real strategy must address underinvestment in base metals and incentivize the development of technology via a carbon tax – not emissions trading schemes – so firms can innovate to avoid it. We remain long energy and metals exposures.1 Feature And you may ask yourself, "Well … how did I get here?" David Byrne, Once In A Lifetime Energy markets – broadly defined – are radically transforming from week to week. The latest iteration of these markets' evolution is catalyzed by climate activists, who are finding increasing success in court and on corporate boards – sometimes backed by major institutional investors – and forcing oil and gas producers to accelerate CO2 emission-reduction programs.2 Climate activists' arguments are finding increasing purchase because they have merit: Years of stiff-arming investors seeking clarity on the oil and gas producers' decarbonization agendas, coupled with a pronounced failure to provide returns in excess of their cost of capital, have given activists all of the ammo needed to argue their points. Chart of the WeekCall On Metals For Energy Will Increase A Perfect Energy Storm On The Way A Perfect Energy Storm On The Way This activism is not limited to the courts or boardrooms. Voters in democratic societies with contested elections also are seeking redress for failures of their governments to effectively channel mineral wealth back into society on an equitable basis, and to protect their environments and the habitats of indigenous populations. This voter activism is especially apparent in Chile and Peru, where elections and constitutional conventions likely will result in higher taxes and royalties on metals IOCs operating in these states, which will increase production costs and ultimately be passed on to consumers.3 These states account for ~ 40% of world copper output. IOCs Walk Away Earlier this week, Exxon walked away from an early-stage offshore oil development project in Ghana.4 This followed the unfavorable court rulings and boardroom setbacks experienced by Royal Dutch Shell, Chevron and Exxon recently (referenced in fn. 2). While the company had no comment on its abrupt departure, its action shows how IOCs can exercise their option to put a project back to its host government, thus illustrating one of the most readily available alternatives for energy IOCs to meet court- or board-mandated CO2 emissions targets. If these investments qualify as write-offs, the burden will be borne by taxpayers. As climate activism increases, state-owned companies (SOCs) not facing the constraints of IOCs likely will be required to provide an increasing share of the resources – particularly oil and gas – needed to produce and distribute energy going forward. This is not an unalloyed benefit, as the SOCs still face stranded-asset risks, if they invest in longer-lived assets that are obviated by a successful renewables + grid buildout globally. That is a cost that will have to be compensated, when the SOCs work up their capex allocations. Still, if legal and investor activism significantly accelerates IOCs' capex reductions in oil and gas projects, the SOCs – particularly those in OPEC 2.0 – will be able to expand their position as the dominant supplier in the global oil market, and could perhaps increase their influence on price levels and forward-curve dynamics (Chart 2).5 Chart 2OPEC 2.0s Could Expand If Investor Activism Increases OPEC 2.0s Could Expand If Investor Activism Increases OPEC 2.0s Could Expand If Investor Activism Increases Higher Call On Metals At present, there is a lot of talk about the need to invest in renewable electricity generation and the grid structure supporting it, but very little in the way of planning for this transition. Other than repeated assertions of its necessity, little is being said regarding how exactly this strategy will be executed given the magnitude of the supply increase in metals required. Nowhere is this more apparent than in the refined copper market, which has been in a physical deficit – i.e., production minus consumption is negative – for the last 6 years (Chart 3). Physical copper markets in China, which consumes more than 50% of refined output, remain extremely tight, as can be seen in the ongoing weakness of treating charges and refining charges (TC/RC) for the past year (Chart 4). These charges are inversely correlated to prices – when TC/RCs are low, it means there is surplus refining capacity for copper – unrefined metal is scarce, which drives down demand for these services. Chart 3Coppers Physical Deficit Likely Persist Coppers Physical Deficit Likely Persist Coppers Physical Deficit Likely Persist Chart 4Chinas Refined Copper Supply Remains Tight Chinas Refined Copper Supply Remains Tight Chinas Refined Copper Supply Remains Tight Theoretically, high prices will incentivize higher levels of production. However, after the last decade’s ill-timed investment in new mine discoveries and expansions, mining companies have become more wary with their investments, and are using earnings to pay dividends and reduce debt. This leads us to believe that mining companies will not invest in new mine discoveries but will use capital expenditure to expand brownfield projects to meet rising demand. In the last decade, as copper demand rose, capex for copper rose from 2010-2012, and fell from 2013-2016 (Chart 5). During this time, the copper ore grade was on a declining trend. This implies that the new copper brought online was being mined from lower-grade ore, due to the expansion of existing projects(Chart 6). Chart 5Copper Capex Growth Remains Weak A Perfect Energy Storm On The Way A Perfect Energy Storm On The Way Chart 6Copper Ore-Quality Declines Persist Through Capex Cycle A Perfect Energy Storm On The Way A Perfect Energy Storm On The Way Capex directed at keeping ore production above consumption will not be sufficient to avoid major depletions of ore supplies beginning in 2024, according to Wood Mackenzie. The consultancy foresees a cumulative deficit of ~ 16mm MT by 2040. Plugging this gap will require $325-$500 billion of investment in the copper mining sector.6 The Case For A Carbon Tax The low-carbon future remains something of a will-o'-the-wisp – seen off in the future but not really developed in the present. Most striking in discussions of the low-carbon transition is the assumption of resource availability – particularly bases metals –in, e.g., the IEA's Net Zero by 2050, A Roadmap for the Global Energy Sector, published last month. In the IEA's document, further investment in hydrocarbons is not required beyond 2025. The copper, aluminum, steel, etc., required to build the generation and supporting grid infrastructure will be available and callable as needed to build all the renewable generation the world requires. The document is agnostic between carbon trading and carbon taxes as a way to price carbon and incentivize the technology that would allow firms and households to avoid a direct cost on carbon. A real strategy must address the fact that most of the world will continue to rely on fossil fuels for decades, as development goals are pursued. Underinvestment in base metals and its implications for the buildout of generation and grids has to be a priority if these assets are to be built. Given the 5-10-year lead times base metals mines require to come online, it is obvious that beyond the middle of this decade, the physical reality of demand exceeding supply will assert itself. A good start would be a global effort to impose and collect carbon taxes uniformly across states.7 This would need to be augmented with a carbon club, which restricts admission and trading privileges  to those states adopting such a scheme. Harmonizing the multiple emissions trading schemes worldwide will be a decades-long effort that is unlikely to succeed. Such schemes also can be gamed by larger players, producing pricing distortions. A hard and fast tax that is enforced in all of the members of such a carbon club would immediately focus attention on the technology required to avoid paying it – mobilizing capital, innovation and entrepreneurial drive to make it a reality. This would support carbon-capture, use and storage technologies as well, thus extending the life of existing energy resources as the next generation of metals-based resources is built out. In addition, a carbon tax raises revenue for governments, which can be used for a variety of public policies, including reducing other taxes to reduce the overall burden of taxation. Lastly, a tax eliminates the potential for short-term price volatility in the pricing of carbon – as long as households and firms know what confronts them they can plan around it.  Tax revenues also can be used to reduce the regressive nature of such levies. Investment Implications The lack of a coherent policy framework that addresses the very real constraints on the transition to a low-carbon economy makes the likelihood of a volatile, years-long evolution foreordained. We believe this will create numerous investment opportunities as underinvestment in hydrocarbons and base metals production predisposes oil, natural gas and base metals prices to move higher in the face of strong and rising demand. We remain long commodity index exposure – the S&P GSCI and GSCI Commodity Dynamic Roll Strategy ETF (COMT), which is optimized to take advantage of the most backwardated commodity forward curves in the index. These positions were up 5.3% and 7.2% since inception on December 7, 2017 and March 12, 2021, respectively, at Tuesday's close. We also remain long the MSCI Global Metals & Mining Producers ETF (PICK), which is up 33.9% since it was put on December 10, 2020. Expecting continued volatility in metals – copper in particular – we will look for opportunities to re-establish positions in COMEX/CME Copper after being stopped out with gains. A trailing stop was elected on our long Dec21 copper position established September 10, 2020, which was closed out with a 48.2% gain on May 21, 2021. Our long calendar 2022 vs short calendar 2023 COMEX copper backwardation trade established April 22, 2021, was closed out on May 20, 2021, leaving us with a return of 305%.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish OPEC 2.0 offered no surprises to markets this week, as it remained committed to returning just over 2mm b/d of production to the market over the May-July period, 70% of which comes from the Kingdom of Saudi Arabia (KSA), according to Platts. While Iran's return to the market is not a given in OPEC 2.0's geometry, we have given better than even odds it will return to the market beginning in 3Q21 and restore most of the 1.4mm b/d not being produced at present to the market over the course of the following year. OPEC itself expects demand to increase 6mm b/d this year, somewhat above our expectation of 5.3mm b/d. Stronger demand could raise Brent prices above our average $63/bbl forecast for this year (Chart 7). Brent was trading above $71/bbl as we went to press. Base Metals: Bullish BHP declared operations at its Escondida and Spence mines were running at normal rates despite a strike by some 200 operations specialists. BHP is employing so-called substitute workers to conduct operation, according to reuters.com, which also reported separate unions at both mines are considering strike actions in the near future. Precious Metals: Bullish The Fed’s reluctance to increase nominal interest rates despite indications of higher inflation will reduce real rates, which will support higher gold prices (Chart 8). We agree with our colleagues at BCA Research's US Bond Strategy that the Fed is waiting for the US labor market to reach levels consistent with its assessment of maximum employment before it makes its initial rate hike in this interest-rate cycle. Subsequent rate changes, however, will be based on realized inflation and inflation expectations. In our opinion, the Fed is following this ultra-accommodative monetary policy approach to break the US liquidity trap, brought about by a rise in precautionary savings due to the pandemic. In addition, we continue to expect USD weakness, which also will support gold and precious metals prices. We remain long gold, expecting prices to clear $2,000/oz this year. Ags/Softs: Neutral Corn prices fell more than 2% Wednesday, following the release of USDA estimates showing 95% of the corn crop was planted by 31 May 2021, well over the 87% five-year average. This was in line with expectations. However, the Department's assessment that 76% of the crop was in good-to-excellent condition exceeded market expectations. Chart 7 By 2023 Brent Trades to $80/bbl By 2023 Brent Trades to $80/bbl Chart 8 Gold Prices Going Up Gold Prices Going Up Footnotes 1     Please see Trade Tables below. 2     Please see OPEC, Russia seen gaining more power with Shell Dutch ruling and EXCLUSIVE BlackRock backs 3 dissidents to shake up Exxon board -sources published by reuters.com June 1, 2021 and May 25, 2021. 3    Please see Chile's govt in shock loss as voters pick independents to draft constitution published by reuters.com May 17, 2021, and Peru’s elite in panic at prospect of hard-left victory in presidential election published by ft.com June 1, 2021.  Peru has seen significant capital flight on the back of these fears.  See also Results from Chile’s May 2021 elections published by IHS Markit May 21, 2021 re a higher likelihood of tax increases for the mining sector.  The risk of nationalization is de minimis, according to IHS. 4    Please see Exxon walks away from stake in deepwater Ghana block published by worldoil.com June 1, 2021. 5    Please see OPEC 2.0's Production Strategy In Focus, which we published on May 20, 2021, for a recap our how we model OPEC 2.0's strategy.  It is available at ces.bcaresearch.com. 6    Please see Will a lack of supply growth come back to bite the copper industry?, published by Wood Mackenzie on March 23, 2021. 7     Please see The Challenges and Prospects for Carbon Pricing in Europe published by the Oxford Institute for Energy Studies last month for a discussion of carbon taxes vs. emissions trading schemes.     Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights Over the 2021-22 period, renewable capacity will account for 90% of global electricity-generation additions, per the IEA's latest forecast. This will follow the 45% surge (y/y) in renewable generation capacity added last year, which occurred despite the COVID-19 pandemic (Chart of the Week). Continued investment in renewables and EVs – along with a global economic rebound – are pushing forecasts at banks and trading companies to a $13k - $20k/MT range for copper, vs. ~ $10.6k/Mt (~ $4.80/lb) at present. Should these stronger metals forecasts prove out, investments that extend low-carbon use of fossil fuels via carbon-capture and circular-use technologies will become more attractive. Investment in these technologies has been limited because there is no explicit global reference price to assess investments against. A carbon market or tax would provide such a bogey and accelerate investment. It could be monitored via a Carbon Market Club, which would limit trade to states posting and collecting the tax.1 Feature At almost 280GW, renewable energy capacity additions last year increased 45% y/y, the most since 1999, according to the IEA's most recent update on renewable energy.2 For this year and next, renewables are expected to account for 90% of capacity additions, led by solar PV investment increasing ~ 50% to 162GW. Wind capacity grew 90% last year, increasing to 114GW, and is expected to increase ~ 50% to end-2022. As renewables generation – and EV investment – continues to grow, demand for bulks (steel and iron ore) and base metals, led by copper, will pull prices higher. This is occurring against a backdrop of flat supply growth and physical deficits over the four years ended 2020 (Chart 2). According to the IEA, a 40% increase in steel and copper prices over the September 2020 to March 2021 period played a role in higher solar PV module prices. Chart of the WeekRenewables Capacity Surges Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture The supply side of the copper market will remain in deficit this year and next, in our assessment, and may continue on that trajectory if, as Wood Mackenzie expects, demand grows at a 2% p.a. rate over the next 20 years and miners remain reluctant to commit to the capex required to keep up with demand.3 Chart 2Physical Deficits Will Draw Copper Stocks... Physical Deficits Will Draw Copper Stocks... Physical Deficits Will Draw Copper Stocks... ESG risk for copper – and other metals required to build the generation and infrastructure required in the renewables buildout – will increase as prices rise, which also will add to cost.4 Cost increases coupled with increasing ESG risks in this buildout will increase the attractiveness of carbon-capture and circular-economy technology investment, in our view. This would extend the use of low-carbon fossil fuels if the technology can move the world closer to a net-zero carbon future. However, unless and until policy catalyzes this investment, – e.g., via a global carbon trading price or tax – investment in these technologies likely will continue to languish. Carbon-Capture Tech's Unfulfilled Promise The history of Carbon Capture, Utilization and Storage (CCUS) has been one of high hopes and unmet expectations. It is generally recognized as a route to mitigate climate change; however, its deployment has been slower than expected. Low-carbon technology requires more critical metals than its fossil-fuel counterpart (Chart 3). Apart from the issue of cost, the ESG risks of mining metals for the renewable energy transition will increase as more metals are demanded, which we discussed in previous research.5 According to Wood Mackenzie, mining companies will need to invest nearly $1.7 trillion in the next 15 years to help supply enough metals to transition to a low carbon world.6 Chart 3Low-Carbon Tech Is Metals Intensive Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture Given these looming physical requirements for metals, fossil fuels most likely will need to be used for longer than markets currently anticipate, as a bridge to the low-carbon future, or as part of that future, depending on how successfully carbon is removed from the hydrocarbons used to power modern society. If so, using fossil fuels while mitigating their environmental impact will require highly focused technology to lower CO2 and other green-house gas (GHG) emissions during the transition to a low-carbon future. Enter CCUS technology: This technology traps CO2 from sources that use fossil fuels or biomass to make the energy required to run modern societies. In the current iterations of this technology, CO2 can either be compressed and transported, or stored in geological or oceanic reservoirs. This can then be used for Enhanced Oil Recovery (EOR) to extract harder-to-reach oil by injecting CO2 into the reservoirs holding the hydrocarbons.7 The Scope For CCUS Investment CCUS investment spending is increasing, as are the number of planned facilities using or demonstrating this technology. In the 2020 edition of its Energy Technology Perspectives, the IEA noted 30 new integrated CCUS facilities have been announced since 2017, mostly in advanced economies such as US and Europe, but also in some EM nations. As of 2020, projects at advanced stages of planning represented a total of $27  billion, more than double the investment planned in 2017 (Chart 4). Among its many goals, the Paris Agreement seeks a balance between emissions by man-made sources and removal by greenhouse gas (GHGs) sinks (absorption of the gases) in the second half of the 21st century. Practically, many countries – especially EM economies – will still need to use fossil fuels to develop during this period (Chart 5).8 Chart 4Carbon-Capture Projects To Date Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture Chart 5EM Development Will Require Fossil-Fuel Energy Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture CCUS In The Energy Sector As a fuel that emits fewer GHGs than coal – i.e., half the CO2 of coal – natural gas can be used effectively as a bridge to green-power generation (Chart 6). Chart 6Natural Gas Will Remain Attractive As A Bridge Fuel Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture The CO2 in natgas needs to be removed before dry gas is sold as pipeline-quality gas or LNG. This CO2 is normally vented to the atmosphere; however, by using CCUS technology, it can be reinjected into geological formations and used for EOR. For this reason, LNG companies in the US, the world’s largest LNG exporter, have been looking into investing in CCUS technology in a bid to become greener.9 CCUS can also be used to produce low-cost hydrogen – so-called blue hydrogen – using natural gas and coal, as opposed to the more expensive electrolysis process, which uses renewables-based electricity to produce "green" hydrogen. The lower blue-hydrogen costs will make clean hydrogen more accessible to emerging nations, opening new avenues for the world to use the energy carrier in its decarbonization effort. The Value Of Ccus In Other Industries CCUS technology can be retrofitted to existing power and industrial plants, which, according to the IEA, could otherwise still emit 8 billion tons of CO2 in 2050, around one-quarter of annual energy-sector emissions in 2020. Of the fossil fuel generators, coal-fired power generation presents the biggest CO2 challenge, with most of the emissions coming from China and other EM Asia nations, where the average plant age is less than 20 years. Since the average age of a coal fired power plant is 40 years, according to the US National Association of Regulatory Commissioners, this implies that these plants have a long remaining life and could still be operating until 2050. CCUS is the only alternative to retiring or repurposing existing power and industrial plants. The IEA believes that CCUS is imperative to reach net-zero carbon emissions. In its Sustainable Development Scenario - in which global CO2 emissions from the energy sector decline to net-zero by 2070 – CCUS accounts for 15% of the cumulative reduction in emissions. If the world needs to reach net-zero by 2050 instead, it will need almost 50% more CCUS deployment.10 Properly implemented and scaled, CCUS can allow industries to continue using oil, gas and coal and to attain net-zero carbon emission targets, boosting demand for fossil fuels in the medium term. This is especially important to EM development. Why Aren’t We Further Along In CCUS? What Can Be Done? The main reason CCUS isn’t used more widely is because of its cost. Currently, the cost of capturing carbon varies, based on the amount of CO2 concentration, with Direct Air Capture being most expensive (Chart 7). Given the prohibitive costs, CCUS has not been commercially viable. However, the same argument could have been used against implementing renewable sources of energy. While at one point the Levelized Cost of Energy from renewable sources was high, as these sources have been scaled up – aided in no small part by government subsidies – costs have fallen, following something akin to a Moore’s Law cost-decay curve. A Levelized Cost of Energy for solar generation reported by Lazard Ltd., which allows for comparisons across technologies (e.g., fossil-fuel vs renewable), shows generation costs fell by 89% to $40/MWh from $359/MWh from 2009-2019 (Chart 8). This learning curve was able to take place because of government subsidies, which promoted the deployment of solar technology. Chart 7CCUS Can Be Expensive Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture Chart 8Subsides Could Support CCUS, Just As Was Done For Solar Subsides Could Support CCUS, Just As Was Done For Solar Subsides Could Support CCUS, Just As Was Done For Solar The cost of CCUS technology is falling. For example, in 2019 the Global CCS Institute reported it cost $100/ton to capture carbon from the Canada-based Boundary Dam using a CCS unit built in 2014. The cost of carbon captured at the US-based Petra Nova plant – built three years later – using improved technology was $65/ton. Both are coal-powered electricity plants. The report also noted coal-fired power plants planning to commence operations in 2024-28 using the same CCS technology as those at Boundary Dam and Petra Nova expect carbon costs to be ~ $43/ton, due to steeper learning curves, research, lower capital costs due to economies of scale, and digitalization. One commonality amongst these sources of cost reductions is that companies need to invest more into CCUS and familiarize themselves with this technology. As was the case with renewables, government subsidies would reduce the prohibitive costs of operating CCUS technology, and draw more participation to refining this technology. Early, first-of-its-kind CCUS will be expensive, however subsidies in the form of capital support or tax credits will increase CCUS implementation and research. Boundary Dam and Petra Nova are examples of facilities that benefitted from government subsidies. The facilities received $170 million and $200 million respectively from Canadian and US Government agencies at the time of the CCS units’ construction. The US has also implemented a 45Q tax credit system which pays facilities $50/ton of CO2 stored and $35/ton of CO2 if it is used in applications like Enhanced Oil Recovery. According to the Global CCS Institute, in late-2019, of the eight new CCUS projects that were added in the US, four cited the presence of 45Q as the key driver. Putting Carbon Markets And Taxes To Work The EU’s Emissions Trading System (ETS) market, which was implemented in 2005, is an example of innovative policy which incentivizes companies to curb emissions, using market forces. The price of carbon measured in these markets puts a tangible value on a negative externality, which before this went unrecorded. The downside of this ETS is its reliance on the EU's environmental policy implementation, which is subject to policy changes that complicate supply-demand analysis for longer-term planning – e.g., the recent increase in its emissions target to a minimum of 55% net reduction in GHG emissions by 2030. An alternative to policy-driven trading of emissions rights is a per-ton tax on emissions, which governments would impose and collect. This would raise costs of technologies using fossil fuels – including those used in the mining industry to increase supply of critical bulks and base metals needed for the renewables transition. At the same time, such a tax would give firms supplying and using technologies that raise CO2 levels an incentive to lower CO2 output using CCUS technologies. ETS markets and governments imposing CO2 taxes could form Carbon Market Clubs – a technology developed by William Nordhaus, the 2018 Nobel Laureate in Economics – that restrict trading to states that can demonstrate their participation and support of actual carbon-reduction detailed in the Paris Agreement via trading or tax schemes.11 As the green energy transition gains traction and governments implement more net-zero emissions policies, the price of carbon will rise. As the price of carbon rises, the price tag associated with companies’ carbon emissions will increase with it. With market participants expecting the price of carbon to continue to rise after hitting record values, the incentive for companies operating in the EU to use CCUS technology will rise, as would the incentive for firms facing a carbon tax.12 Bottom Line: Given the meteoric price rise of green metals, underfunded capex, and the ESG risks associated with mining metals for the low carbon future, we expect fossil fuels to play a larger role in the transition to a low-carbon society than markets are currently expecting. For countries to be able to use fossil fuels while ensuring they achieve their climate goals, the use of CCUS technology is important. To increase CCUS uptake, governments will need to subsidize this technology until demand for it gains traction, just like in the case of renewables. Encouraging ETS and carbon-tax schemes also will be required to catalyze action.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com     Commodities Round-Up Energy: Bullish Brent prices were knocking against the $70/bbl door going to press, following the IEA's assessment of a robust demand recovery in 2H21 (Chart 9). The IEA took its 1H21 demand growth down 270k b/d, owing to COVID-19-induced demand destruction in India, OECD Americas and Europe, but left its 2H21 estimate intact, making overall demand growth for this year 5.4mm b/d. The EIA also expects 5.4mm b/d demand growth for this year, and growth of 3.7mm b/d next year. OPEC left its full-year 2021 demand growth estimate at 6mm b/d. OPEC 2.0 meets again on June 1 and will look to return more of its sidelined production to the market, in our estimation. We will be updating our supply-demand balances and price forecasts in next week's report. Base Metals: Bullish Spot copper prices traded on either side of $4.80/lb on the CME/COMEX market this week as we went to press. Threats of a tax increase in Chile, where a bill calling for such a measure is making its way through Congress; a potential strike by mine workers; and a shortage of sulfuric acid used in the extraction of ore brought about, according to Bloomberg, by reduced global sulfur supplies due to lower refinery runs during the pandemic all are keeping copper well bid. Our target for Dec21 COMEX copper remains $5/lb (~ $11k/ton on the LME). We remain long calendar 2022 COMEX copper vs short 2023 COMEX copper expecting physical supply deficits to continue to force storage draws, which will backwardate the metal's forward curve. Precious Metals: Bullish US CPI data on Wednesday showed that headline inflation rose by 4.2% for the month of April compared to the previous year. While this increase is the highest since 2008, this jump could also be fueled by a low base effect – Inflation levels were falling this time last year as the pandemic picked up. While rising prices increases demand for gold as an inflation hedge, if the Federal Reserve increases interest rates on the back of this data, the US dollar will rise, negatively affecting gold prices (Chart 10). However, we do not expect the Fed to abruptly change its guidance on this report, and therefore expect the central bank will treat this blip as transitory. As of yesterday’s close, COMEX gold was trading at $1,835.9/oz. Ags/Softs: Neutral Going to press, the Chicago soybean market was surging ahead of the scheduled World Agriculture Supply and Demand Estimates (WASDE) report due out later Wednesday. Front-month beans were trading ~ $16.70/bu, up 2% on the day. This month's WASDE will contain the USDA's first estimate for demand in ag markets for the 2021/22 crop year. Markets are expecting supplies to tighten as demand strengthens. Chart 9 Brent Prices Going Up Brent Prices Going Up Chart 10 Covid Uncertainty Could Push Up Gold Demand Covid Uncertainty Could Push Up Gold Demand   Footnotes 1     Please see Carbon Market Clubs and the New Paris Regime published by the World Bank in July 2016.  The intellectual and computational framework for such technology was developed by William Nordhaus, the 2018 Nobel Laureate in Economics. 2     Please see Renewable Energy Market Update, Outlook for 2021 and 2022.pdf, published by the IEA this week. 3    WoodMac notes, "without additional substantial investment, production will decline from 2024 onwards. Coupled with demand growth, this decline in output will lead to a theoretical shortfall of around 16 Mt by 2040."  The consultancy estimates an additional $325 - $500+ billion will be needed to meet copper demand over this period.  Please see Will a lack of supply growth come back to bite the copper industry? Published 23 March 2021 by woodmac.com. 4    Please see Renewables ESG Risks Grow With Demand, which we published 29 April 2021.  It is available at ces.bcaresearch.com. 5    Refer to footnote 4. 6    Please see Low carbon world needs $1.7 trillion in mining investment, published by Reuters. 7     This method is used to increase oil production. It changes the properties of the hydrocarbons, restores formation pressure and enhances oil displacement in the reservoir. Using EOR, oil companies can recover 30% to 60% of the original oil level in the reservoir.  Please see Enhanced Oil Recovery published by the US Department of Energy. 8    Please see the Reuter’s column CO2 emission limits and economic development. 9    Please see World Oil’s U.S. LNG players tout carbon capture in bid to boost green image. 10   Please see IEA’s Special Report on Carbon Capture Utilisation and Storage, published as a part of the Energy   Technology Perspective 2020.  11    See footnote 1 above. 12    Please see Cost of polluting in EU soars as carbon price hits record €50 by the Financial Times. Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights US natural gas prices will remain well supported over the April-October injection season, as the global economic expansion gains traction, particularly in Europe, which also is refilling depleted storage levels. China's natgas demand is expected to rise more than 8% yoy, and EM Asia consumption also will be robust, which will revive US liquified natural gas (LNG) exports. Exports of US light-sweet crude into the North Sea Brent pricing pool – currently accounting for close to half the physical supply underpinning the global oil-price benchmark – also will increase over the course of the year, particularly in the summer, when maintenance will markedly reduce the physical supply of crudes making up the Brent index. At the margin, coal demand will increase in the US, as industrial natgas demand and LNG exports incentivize electric generators to favor coal. Higher-than-expected summer temperatures in the US also would boost coal demand.  This will be tempered somewhat in Europe, where carbon-emissions rights traded through €50/MT for the first time this week on the EU's Emission Trading System (ETA). We expect US LNG and oil exports to revive this year (Chart of the Week) and remain long natgas in 1Q22. Feature The importance of US LNG and crude oil exports out of the US Gulf to the global economy is only now becoming apparent. As demand for these fossil fuels grows and the supply side continues to confront a highly uncertain risk-reward tradeoff, their importance will only grow. In natgas markets, US LNG cargoes out of the US Gulf balanced demand coming from Asia and Europe this past winter, which was sharply colder than expected and stretched supply chains globally. As a widening economic recovery from the COVID-19 pandemic spurs industrial, residential and commercial demand, and inventories in Europe and Asia are re-built in preparation for next winter, US LNG exports will be called upon to meet increasing demand, particularly since they are priced attractively vs regional importing benchmarks, with differentials vs the US presently $4+/MMBtu vs Europe and $5+/MMBtu vs Asia (Chart 2).1 Chart of the WeekUS LNG, Oil Export Growth Will Rebound US LNG, Oil Export Growth Will Rebound US LNG, Oil Export Growth Will Rebound Chart 2Lower US Natgas Prices Encourage LNG Exports Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily In oil markets, an ongoing kerfuffle in the pricing of Brent Blend brought about by falling North Sea crude oil production makes American light-sweet crude oil exports from the Gulf (i.e., WTI produced mostly in the Permian Basin) account for almost half of the physical supplies in this critical benchmark-pricing market.2 US LNG Exports Will Increase US natural gas prices will remain well supported as the global economic expansion gains traction, and the US and Europe open the April-October injection season well bid (Chart 3). US inventories are expected to end the Apr-Oct injection season at just over 3.7 TCF according to the EIA, very close to where they ended the 2020 injection season. Chart 3US, Europe Rebuild Storage Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily Higher US LNG exports, industrial, commercial and residential demand will be offset by lower consumption from electric generators this year, netting to a slight decline in overall demand. The EIA expects generators to take advantage of lower generating costs to be had burning coal to produce electricity, a view we share given the current differentials in the forward curves for each fuel (Chart 4).3 On the supply side, the EIA's expecting output to remain unchanged from last year at just under 91.5 BCF/d in 2021. Higher LNG exports, even as generator demand is falling, pushes prices higher this year – averaging $3.04/MMBtu this year – which leads to a slight increase in output in 2022. For our part, we continue to expect higher prices during the November-March heating season than currently are clearing the market and remain long 1Q22 $3.50/MMBtu calls vs. short $3.75/MMbtu calls. As of Tuesday night, when we mark to market, this position was up 20.8% since inception on 8 April 2021. Chart 4Lower Prices Will Favour Increased Coal Demand Lower Prices Will Favour Increased Coal Demand Lower Prices Will Favour Increased Coal Demand Natgas demand could surprise on the upside during the injection season if air-conditioning demand comes in stronger than expected and production remains essentially unchanged this year. This could reduce LNG exports and slow the rate of inventory refill in the US, which could further advantage coal as a burner fuel for generators in the US. The US National Weather Service's Climate Prediction Center expects above-average temperatures for most of the US population centers this summer (Chart 5). This could become a semi-permanent feature of the market if current temperature trends persist (Chart 6). Based on analyses’ run by the NOAA's National Centers for Environmental Information, 2021 "is very likely to rank among the ten warmest years on record," with lower (6%) odds of ranking in the top five hottest years on record.4 Chart 5Odds Of Hotter Summer Rising Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily Chart 6Higher Global Temperatures Could Become A Recurring Phenomenon Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily The Crude Kerfuffle As the Chart of the Week shows, US exports of light-sweet crude oil peaked at ~ 3.7mm b/d in February 2020, just before the COVID-19 pandemic hit the world full force. Exports out of the US Gulf – i.e., WTI priced against the Midland, TX, gathering hub – accounted for ~ 95% of these volumes. With exports currently running ~ 2.5mm b/d, more than 1mm b/d of readily available export capacity remains in place. Additional volumes will be developed as dredging of the Corpus Christi, TX, progresses. While the surge in US crude oil production has subsided in the wake of the pandemic, it most likely will revive as the markets return to normal operating procedure, additional dredging operations are completed, and storage facilities are built out.5 Existing and additional export capacity of the US's light-sweet crude could not arrive at a more opportune time for the Brent market, which remains in a state of uncertainty as to whether markets will have to adjust to CIF contracts or a work-around to the existing FOB pricing regime, which can be augmented to accommodate increasing WTI volumes.6 This will have to be sorted, as this is the future of the market's most important pricing index (Chart 7). The buildout in crude-oil exporting capacity – and natgas LNG exporting capacity, for that matter – ideally accommodates shale-oil- and -gas assets, which can be ramped up quickly to meet demand, and ramped down quickly as demand falters. The quick payback – 2 to 3 years – on these investments allow the producers to expand and contract output without the massive risks longer-lived conventional assets impose. As OPEC 2.0's spare capacity is returned to the market, this will be a welcome feature of a market that most likely will require oil and gas supplies for decades, despite the uncertainty attending oil-and-gas capex during the transition to a low-carbon energy future. Chart 7Permian Replaces North Sea Losses Permian Replaces North Sea Losses Permian Replaces North Sea Losses Bottom Line: As the future of hydrocarbons evolves, the LNG and crude oil exported from the US Gulf will occupy an increasingly important role in these markets. Oil and gas producers are making capex decisions under increasingly uncertain conditions, which favor exactly the type of resources that have propelled the US to the position of the world's largest producer of these fuels – i.e., shale-oil and -gas. Production from these resources can be ramped up and down quickly as prices dictate, and have quick paybacks (2-3 years), which means capital is not tied up for decades as a return is earned.7   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish OPEC 2.0 begins returning 2mm b/d to the market this month, expecting to be done by July. Half of these volumes are accounted for by Saudi Arabia, which voluntarily cut output by 1mm b/d earlier in the year to help balance the market. In line with our maintained hypothesis that OPEC 2.0 prefers prices inside the $60-$70/bbl price band, we expect the return of curtailed production to be front-loaded so as to bring prices down from current levels approaching $70/bbl for Brent (Chart 8). If, as we expect, demand recovers sooner than expected as Europe leans into its vaccination program, additional barrels will be returned to the market to get prices closer to a $60-$65/bbl range. Base Metals: Bullish The International Copper Study Group (ICSG) forecast copper mine production will increase by ~ 3.5% in 2021 and 3.7% in 2022, after adjusting for historical disruption factors. This forecasted increase – after three years of flat mined production growth – is due to a ramp-up of recently commissioned and new copper mines becoming operational in 2021. An improvement in the pandemic situation by 2022 will also boost mined copper production, according to the ICSG. 2020 production remained flat as recoveries in production in some countries due to constrained output in 2019 balanced the negative impacts of the pandemic in others. In Chile, the largest copper producer, state-owned Codelco and Collahuasi reported strong results in March. However, this was countered by a continued downturn at BHP’s Escondida. The world’s largest copper mine saw a drop in production for the eighth consecutive month. This mixed output resulted in a decline in total production of 1.2% year-on-year in March. Precious Metals: Bullish COMEX palladium touched a record high during intraday trading on Tuesday, reaching $3,019/oz due to continued tight market conditions (Chart 9). On the supply side, Nornickel is recovering from flooded mines, which occurred in February. By mid-April, one of the two affected mines was operating at 60% capacity; however, the company's other mine is only expected to come back online by early June. On the demand side, strength in US vehicle sales and a global economic recovery from the pandemic buoyed the metal used in catalytic converters. Palladium prices closed at $2,981.60/oz on Tuesday. Ags/Softs: Neutral Corn again traded above $7/bu earlier in the week on the back of drought-like dry weather conditions in Brazil's principal growing regions and surging US exports, according to Farm Futures. Chart 8 Brent Prices Going Up Brent Prices Going Up Chart 9 Palladium Prices Going Up Palladium Prices Going Up   Footnotes 1     Stronger demand from China – where consumption is expected to rise more than 8% yoy – and EM Asia will continue to support LNG demand through the year.  S&P Global Platts Analytics expects Chinese natural gas demand to reach 12,713 Bcf in 2021, up 8.4% from the previous year.  Chinese national oil company Sinopec is slightly more conservative in its outlook, expecting gas demand of ~ 12,006-12,184 Bcf in 2021, up 6-8% from 2020.  China’s average annual increase in natural gas demand is expected to exceed 716 Bcf in the 14th FYP and reach 15,185 Bcf in 2025. 2     Please see CIF Brent Benchmark? published 3 March 2021 by the Oxford Institute for Energy Studies for a discussion. 3    In Chart 3, we plot a rough measure of coal- vs natgas-fired generation economics for these fuels based on their average operating heat rates published by the EIA. We would note that a carbon tax would erase much of the benefit accruing to coal at this point in time. 4    Please see NOAA's Global Climate Report - March 2021. 5    Please see Low Rider - Corpus Christi's Ship Channel Dredging Will Streamline Crude Oil Exports published by RBN Energy 3 May 2021. 6    The OIES analysis cited above concludes, "… the volumes of the FOB deliverable crudes are diminishing and some change, bolstering the contract is certainly needed. The most likely compromise is to retain the existing FOB Brent with an inclusion of CIF WTI Midland assessment, netted back to an FOB equivalent North Sea value."  We agree with this assessment.  Please see CIF Brent Benchmark? published 3 March 2021 by the Oxford Institute for Energy Studies, p. 8. 7     Please see Is shale activity actually profitable? Size matters, says Rystad published 7 February 2019.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights Rising CO2 emissions on the back of stronger global energy growth this year will keep energy markets focused on expanding ESG risks in the buildout of renewable generation via metals mining (Chart of the Week).   EM energy demand is expected to grow 3.4% this year vs. 2019 levels and will account for ~ 70% of global energy demand growth.  Demand in DM economies will fall 3% this year vs 2019 levels.  Overall, global demand is expected to recover all the ground lost to the COVID-19 pandemic, according to the IEA.  Rising energy demand will be met by higher fossil-fuel use, with coal demand increasing by more than total renewables generation this year and accounting for more than half of global energy demand growth. Demand for renewable power will increase by 8,300 TWh (8%) this year, the largest y/y increase recorded by the IEA.  As renewables generation is built out, demand for bulks (iron ore and steel) and base metals will increase.1  Building that new energy supply will contribute to rising CO2, particularly in the renewables' supply chains. Feature Energy demand will recover much of the ground lost to the COVID-19 pandemic last year, according to the IEA.2 Most of this is down to successful rollouts of vaccination programs in systemically important economies – e.g., China, the US and the UK – and the massive fiscal and monetary stimulus deployed to carry the global economy through the pandemic. The risk of further lockdowns and uncontrolled spread of variants of the virus remains high, but, at present, progress continues to be made and wider vaccine distribution can be expected. The IEA expects a global recovery in energy demand of 4.6% this year, which will put total demand at ~ 0.5% above 2019 levels. The global rebound will be led by EM economies, where demand is expected to grow 3.4% this year vs. 2019 levels and will account for ~ 70% of global energy demand growth. Energy demand in DM economies will fall 3% this year vs 2019 levels. Overall, global demand is expected to recover all the ground lost to the COVID-19 pandemic, according to the IEA. Chart of the WeekGlobal CO2 Emissions Will Rebound Post-COVID-19 Global CO2 Emissions Will Rebound Post-COVID-19 Global CO2 Emissions Will Rebound Post-COVID-19 Coal demand will lead the rebound in fossil-fuel use, which is expected to account for more than total renewables demand globally this year, covering more than half of global energy demand growth. This will push CO2 emissions up by 5% this year. Asia coal demand – led by China's and India's world-leading coal-plant buildout over the past 20 years – will account for 80% of world demand (Chart 2). Chart 2China, India Lead Coal-Fired Generation Buildout China, India Lead Coal-Fired Generation Buildout China, India Lead Coal-Fired Generation Buildout Demand for renewable power will post its biggest year-on-year gain on record, increasing by 8,300 TWh (8%) this year. This increase comes at the back of roughly a decade of an increasing share of electricity from renewables globally (Chart 3). As renewables generation is built out, demand for bulks (iron ore and steel) and base metals will increase.3 Building that new energy supply will contribute to rising CO2, particularly in the renewables' supply chains. Chart 3Share of Electricity From Renewables Has Been Increasing Share of Electricity From Renewables Has Been Increasing Share of Electricity From Renewables Has Been Increasing ESG Risks Increase With Renewables Buildout Governments have pledged to invest vast sums of money into the green energy transition, to reduce fossil fuels consumption and deforestation, thus curbing temperature increases. In addition, banks have pledged trillions will be made available to support the buildout of renewable technologies over the coming years. The World Bank, under the most ambitious scenarios considered (IEA ETP B2DS and IRENA REmap), projects that renewables, will make up approximately 90% of the installed electricity generation capacity up to 2050. This analysis excludes oil, biomass and tidal energy. (Chart 4). Building these renewable energy sources will be extremely mineral intensive (Chart 5). Chart 4Renewables Potential Is Huge … Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand While we have highlighted issues such as a lack of mining capex and decreasing ore grades in past research – both of which can be addressed by higher metals and minerals prices – the environmental, social and governance (ESG) risks posed by mining are equally important factors for investors, policymakers and mining companies to consider.4 The mining industry generally uses three principal sources of energy for its operations – diesel fuel (mostly in moving mined ore down the supply chain for processing), grid electricity and explosives. Of these three, diesel and electricity consumption contributes substantially to mining’s GHG emissions. In the mining stage, land clearing, drilling, blasting, crushing and hauling require a considerable amount of energy, and hence emit the highest amounts of greenhouse gases (GHGs). Chart 5… As Are Its Mineral Requirements Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand The Environmental Impact Of Mining Under the scenarios depicted in Chart 5, copper suppliers could be called on to produce approximately 21mm MT of the red metal annually between now and 2050, which is equivalent to a 7% annual increase of supplies vs. the 2017 reference year shown in the chart. Mining sufficient amounts of copper, a metal which is critical to the renewable energy buildout, both in terms of quantity and versatility, will test miners' and governments' ability to extract sufficient amounts of ore for further processing without massively damaging the environment or indigenous populations' habitats (Chart 6). Chart 6Copper Spans All Renewables Technologies Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand A recent risk analysis of 308 undeveloped copper orebodies found that for 180 of the orebodies – roughly equivalent to 570mm MT of copper – ore-grade risk was characterized as moderate-to-high risk.5 High risk implies a lower concentration of metal in the ore deposits. Mining in ore bodies with lower copper grades will be more energy intensive, and thus will emit more greenhouse gases. Table 1 is a risk matrix of the 40 mines that have the most amount of copper tonnage in this analysis: 27 of these mines displayed in the matrix have a medium-to-high grade risk. Table 1Mining Risk Matrix Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand Another analysis established a negative relationship between the ore-grade quality and energy consumption across mines for different metals and minerals.6 This paper found that, as ore grade depletes, the energy needed to extract it and send it along the supply chain for further processing is exponentially higher (Chart 7). Lastly, a recent examination found that in 2018, primary metals and mining accounted for approximately 10% of the total greenhouse gases. Using a case study of Chile, the world’s largest producer of the red metal, the researchers found that fuel consumption increased by 130% and electricity consumption per unit of mined copper increased by 32% from 2001 to 2017. This increase was primarily due to decreasing ore grades.7 As ore grades continue to fall, these exponential relationships likely will persist or become more significant. Chart 7Energy Use Rises As Ore Quality Falls Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand Bottom Line: While technology can improve extraction, it cannot reduce the minimum energy required for the mining process. This increased energy use will contribute to the total amount of CO2 and other GHGs emitted in the process of extracting the ores required to realize a low-carbon future. Trade-Off Between CO2 Emissions And Economic Development A recent Reuters analysis highlights the gap between EM and DM from the perspective of their renewable energy transition priorities.8 Of the 17 UN Sustainable Development Goals (SDGs), “Taking action to combat climate change” takes precedence over the rest for DM economies. This is largely because they have already dealt with other energy and income intensive SDGs such as improvements in healthcare and poverty reduction. The large scale of unmet energy demand in developing countries poses a huge challenge to controlling CO2 emissions. The populations of these countries are growing fast and are projected to continue increasing over the next three decades. Rising populations, make the issue of a "green-energy transition" extremely dynamic – i.e., not only do EM economies need to replace existing fossil fuels, but they also need to add enough extra zero-emission fuel sources to meet the growth in energy demand. Bottom Line: Coupled with the increased amount of energy required to mine the same amount of metal (due to lower ore grades), rising energy demand resulting from a burgeoning population in EM economies - which use fossil fuels to meet their primary needs - will require more metals to be mined for the renewable energy transition. This will further increase the amount of carbon dioxide and other greenhouse gas emissions from mine activity, and increase the risk to indigenous populations living close-by to the sources of this new metals supply. ESG risks will increase as a result, presenting greater challenges to attracting funding to these efforts.   Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com   Commodities Round-Up Energy: Bullish OPEC 2.0 was expected to stick with its decision to return ~ 2mm b/d of supply to the market at its ministerial meeting Wednesday. Markets remain wary of demand slowing as COVID-19-induced lockdowns persist and case counts increase globally. The production being returned to market includes 1mm b/d of voluntary cuts by Saudi Arabia, which could, if needs be, keep barrels off the market if demand weakens. Base Metals: Bullish Front-month COMEX copper is holding above $4.50/lb, after breaching its 11-year high earlier this week. The proximate cause of the initial lift above that level was news of a strike by Chilean port workers on Monday protesting restrictions on early pension-fund drawdowns, according to mining.com. After a slight breather, prices returned to trading north of $4.50/lb by mid-week. Last week, we raised our Dec21 COMEX copper price forecast to $5.00/lb from $4.50/lb. Separately, high-grade iron ore (65% Fe) hit record highs, while the benchmark grade (62% Fe) traded above $190/MT earlier in the week on the back of lower-than-expected production by major suppliers and USD weakness. Steel futures on the Shanghai Futures Exchange hit another record as well, as strong demand and threats of mandated reductions in Chinese steel output to reduce pollution loom (Chart 8). Precious Metals: Bullish Rising COVID cases, especially in India, Brazil and Japan are increasing gold’s safe-haven appeal (Chart 9). The US CFTC, in its Commitment of Traders (COT) report for the week ending April 20, stated that speculators raised their COMEX gold bullish positions. At the end of the two-day FOMC meeting, the Fed decided against lifting interest rates and withdrawing support for the US economy. However, officials sounded more optimistic about the economy than they did in March. The decision did not give any sign interest rates would be lifted, or asset purchases would be tapered against the backdrop of a steadily improving economy.  Net, this could increase demand for gold, as inflationary pressures rise. As of Tuesday’s close, COMEX gold was trading at $1778/oz. Ags/Softs: Neutral Corn and bean futures settled down by mid-week after a sharp rally earlier. After rising to a new eight-year high just below $7/bushel due to cold weather in the US, and fears a lower harvest in Brazil will reduce global grain supplies, corn settled down to ~ $6.85/bu at mid-week trading. Beans traded above $15.50/bu earlier in the week, their highest since June 2014, and settled down to ~ $15.36/bu by mid-week. Attention remains focused on global supplies. The uptrend in grains and beans remains intact. Chart 8 OCTOBER HRC FUTURES HIT A HIGH ON THE SHFE OCTOBER HRC FUTURES HIT A HIGH ON THE SHFE Chart 9 Covid Uncertainty Could Push Up Gold Demand Covid Uncertainty Could Push Up Gold Demand   Footnotes 1     Please see Renewables, China's FYP Underpin Metals Demand, published 26 November 2020, for further discussion.  It is available at ces.bcaresearch.com. 2     Please see Global Energy Review 2021, the IEA's Flagship report for April 2021. 3    Please see Renewables, China's FYP Underpin Metals Demand, published 26 November 2020, for further discussion.  It is available at ces.bcaresearch.com. 4    We discussed these capex issues in last week's research, Copper Headed Higher On Surge In Steel Prices, which is available at ces.bcaresearch.com. 5    Please see Valenta et al.’s ‘Re-thinking complex orebodies: Consequences for the future world supply of copper’ published in 2019 for this analysis. 6    Please see Calvo et. al.’s ‘Decreasing Ore Grades in Global Metallic Mining: A Theoretical Issue or a Global Reality?’ published in 2016 for this analysis. 7     Please see Azadi et. al.’s ‘Transparency on greenhouse gas emissions from mining to enable climate change mitigation’ published in 2020 for this analysis. 8    Please see John Kemp's Column: CO2 emission limits and economic development published 19 April 2021 by reuters.com.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way