Gold

Highlights Gold prices will continue to be challenged by conflicting information flows regarding US monetary policy; higher inflationary impulses from commodity prices and supply-chain bottlenecks; global economic policy uncertainty, and risks to EM economic growth (Chart of the Week). Concern over the likely tapering of the Fed's asset-purchase program this year, rate hikes next year and fiscal-policy uncertainty will support rising interest-rate risk premia and a stronger USD. These will remain headwinds for gold. Going into the Northern Hemisphere's winter, risk premia in fossil-fuel prices are at or close to their zeniths, as is the Bloomberg commodity index. This will keep short-term inflation elevated. Heightened geopolitical tensions – particularly between Western democracies and China – will keep the USD well bid by risk-averse investors. The commodity-induced element of PCEPI inflation will be transitory. Uncertainty over US monetary policy and rising geopolitical tensions, however, will remain part and parcel of gold fundamentals indefinitely. The trailing stop on our long 1Q22 natural gas call spread – long $5.00/MMBtu call vs. short $5.50/MMBtu call – was elected, leaving us with a 20% gain. We will not be re-setting the spread at tonight's close, due to the difficulty in taking a price view in markets with extremely high weather-related uncertainty. Feature The quality of information informing the analysis of gold markets is highly uncertain at present. US monetary policy uncertainty and the future of Fed chairman Jerome Powell keep expectations twitchy when it comes issues like the tapering of the Fed's asset-purchase program. Our colleagues at BCA's US Bond Strategy expect the Fed will announce a taper in asset purchases by November 2021 which will end in June 2022.1 But the tapering really is not, in our estimation, as big a deal as inflation and inflation expectations, which will drive the Fed's rate-hiking timetable. Chart of the WeekUncertainty Weighs On Gold Uncertainty Weighs On Gold Uncertainty Weighs On Gold The first Fed rate hike expected by our bond desk likely will come at the end of next year. Our colleagues expect the Fed will want to check off three criteria before increasing interest rates (Table 1). The inflation targets – actual and expected – already have been checked off, leaving the labor market's recovery as the only outstanding issue on our internal checklist. By December 2022, once the maximum employment criterion has been met, the Fed will commence with rate hike.2 Subsequent rate hikes will depend on inflation expectations. Table 1A Checklist For Liftoff Conflicting Signals Challenge Gold Conflicting Signals Challenge Gold Uncertain Inflation Expectations The higher inflation that checks off our bond desk's list resulted from COVID-19-impacted services and tight auto markets (Chart 2). We also find evidence commodities feed into inflation expectations and realized inflation, both of which are key variables for the Fed (Chart 3). Transitory effects – chiefly supply-chain bottlenecks and a global scramble for coal, gas and oil – have lifted realized inflation in 2H21, and have taken the Bloomberg commodity index to record levels (Chart 4). Nonetheless, given the fundamental backdrop for the key industrial commodities – chiefly oil, gas, coal and base metals – the inflationary impulse from commodity markets could persist indefinitely into the future, in our estimation. In order to incentivize the investment in base metals needed to literally build out the renewable energy infrastructure, the grids that support it and the electric vehicles that will supplant internal-combustion-engine technology, higher energy and metals prices will be required for years.3 This will be occurring as the production of traditional energy sources – i.e., fossil fuels – winds down due to lower investment over the next 10-20 years. This also will result in higher and more volatile oil and gas prices. Chart 2Inflation Meets Fed Targets Inflation Meets Fed Targets Inflation Meets Fed Targets Chart 3Commodities Feed Into Inflation Expectations Commodities Feed Into Inflation Expectations Commodities Feed Into Inflation Expectations All of these real-economy factors will feed into higher inflation over time, which will present the Fed with difficult choices regarding monetary policy and interest rates. Chart 4Record Commodity Index Levels Record Commodity Index Levels Record Commodity Index Levels USD Strength Suppresses Inflation And Gold Prices  It is worthwhile noting the current USD strength is suppressing inflation. However, it is not suppressing commodity prices entirely, as Chart 4 shows. The transitory weather-related price increases in energy commodities will pass, either when winter ends or if a less severe winter hits the Northern Hemisphere. We continue to expect a lower dollar, as the Fed's accommodative monetary policy remains in place. Even after the Fed tapers its asset-purchase program, policy will remain loose. The large fiscal packages that most likely will be approved by the US Congress will swell the US debt and budget deficits, which likely will weaken the USD over time. On a purchasing-power-parity basis (PPP) we also expect a weaker dollar (Chart 5). We also are expecting the availability of more efficacious vaccines in EM economies to boost economic activity, which will strengthen incomes and local currencies vis-à-vis the USD. Chart 5Weaker USD Expected On A PPP Basis Conflicting Signals Challenge Gold Conflicting Signals Challenge Gold The risk to this USD view – which would support gold prices – remains the heightened geopolitical tensions between Western democracies and China, which will keep political uncertainty elevated and will keep the USD well bid by risk-averse investors. Persistent USD strength would restrain inflation, and weaken the case for owning gold. Investment Implications We remain bullish gold over the medium- and long-term, expecting higher inflation and inflation expectations to lift demand for this safe haven. However, persistent commodity-induced inflation could force the Fed to tighten monetary policy more than is currently expected to get out ahead of higher inflation and inflation expectations. This could lead to stagflation, wherein inflation runs high but growth stalls as interest rates move higher. Persistent geopolitical risk also will keep risk-averse investors well bid for the USD. Commodities Round-Up Energy: Bullish First-line US natural gas prices were down ~ 9% as we went to press, following reports Russia would make more gas available to European buyers. This report apparently was later contradicted by a Gazprom official, who said Russian inventories still were being filled ahead of winter.4 WTI crude oil prices came close to hitting a seven-year high early in the trading day Wednesday, then promptly retreated (Chart 6). The news flow is indicative of the extreme sensitivity of gas and oil buyers going into the coming winter. Base Metals: Bullish Earlier this week, the Peruvian government struck an deal with MMG Ltd, owner of the Las Bambas mine, and the local community around the site, which reportedly will involve hiring local residents to provide services to the mine, including helping transport minerals and maintaining key transit roads. The community had been protesting to seek more of the income from the mine, and created blockades en route to the site, which threatened ~ 2% of global copper supply. Peru's newly elected president, TK Castillo, rose to power on the promise to redistribute mining wealth to Peruvian citizens. This was his first negotiation with a mining company since his election in July. MMG’s major shareholder is China Minmetals Corp. The Leftist president will need to balance the interests of local stakeholders on the one hand, while ensuring the world’s second largest copper producing nation is still attractive to international miners. Precious Metals: Bullish In 2021, the World Platinum Investment Council expects the platinum to swing to a physical surplus of 190k oz, which reverses an earlier forecast for a deficit made in the Council's 1Q21 report (Chart 7). Demand is forecast to increase year-over-year, spurred by increases in automotive, industrial and jewelry demand. On the supply side, growth in South Africa's mined output growth will keep markets in a surplus for 2021. According to SFA Oxford, gross palladium demand and refined supply for 2021 are expected to be at 10.03mm oz, and 6.77mm, respectively. Palladium balances (ex-ETFs) are projected to remain in a physical deficit of 495k ounces for 2021. Chart 6 WTI LEVEL GOING UP WTI LEVEL GOING UP Chart 7 Conflicting Signals Challenge Gold Conflicting Signals Challenge Gold   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 Damage Assessment, published by BCA Research's US Bond Strategy on September 28, 2021. 2     Please see 2022 Will Be All About Inflation, published by BCA Research's US Bond Strategy on September 14, 2021, which notes the concept of maximum employment is not a well-defined term. 3    Please see La Niña And The Energy Transition, which we published last week. 4    Please see Energy price surge sends shivers through markets as Europe looks to Russia published by reuters.com on September 6, 2021.   Investment Views and Themes Recommendations Strategic Recommendations

HighlightsThe power shortage in China due to depleted coal inventories and low hydro availability will push copper and aluminum inventories lower, as refineries there – which account for roughly one-half of global capacity – are shut to conserve power (Chart of the Week).Given the critical role base metals will play in the decarbonization of the global economy, alternative capacity will have to be incentivized ex-China by higher prices to reduce refining-concentration risk in the future.Unexpectedly low renewable-energy output in the EU and UK following last year's cold winter will keep competition with China for LNG cargoes elevated this winter.  It also highlights the unintended consequences of phasing down fossil-fuel generation without sufficient back-up.The US Climate Prediction Center kept its expectation for a La Niña at 70-80%, which raises the odds of a colder-than-normal winter for the Northern Hemisphere.  Normal-to-warmer temps cannot be entirely dismissed, however.Increased production of highly efficacious COVID-19 vaccines globally – particularly in EM economies – will stoke economic growth and release pent-up demand among consumers.We remain long 1Q22 natgas exposure via call spreads; long commodity index exposure (S&P GSCI and COMT ETF) to benefit from increasing backwardation as inventories of industrial commodities fall; and long the PICK ETF to benefit from expected tightening of base metals markets.FeatureNatgas prices are surging in the wake of China's and Europe's scramble to cover power shortages arising from depleted coal inventories and low hydroelectric generation in the former, and unexpectedly low output from renewables in the latter (Chart 2).1Given all the excitement of record-high gas prices in the EU and surging oil prices earlier this week, it is easy to lose sight of the longer-term implications of these developments for the global decarbonization push. Chart of the WeekBase Metals Refining Concentrated In China La Niña And The Energy Transition La Niña And The Energy Transition   Chart 2Surge In Gas Prices Continues La Niña And The Energy Transition La Niña And The Energy Transition  Global copper inventories have been tightening (Chart 3) along with aluminum balances (Chart 4).2 Power shortages in China- which accounts for ~40% of global refined copper output and more than 50% of refined aluminum - are forcing shutdowns in production by authorities seeking to conserve energy going into winter. In addition, the upcoming Winter Olympics in February likely will keep restrictions on steel mills, base-metals refiners, and smelters in place, so as to keep pollution levels down and skies blue. Chart 3Supply-Demand Balance Tightening In Copper Supply-Demand Balance Tightening In Copper Supply-Demand Balance Tightening In Copper   Chart 4Along With Aluminum Balances... Along With Aluminum Balances... Along With Aluminum Balances...  This will keep prices well supported and force manufacturers to draw on inventories, which will keep forward curves for copper (Chart 5) and aluminum (Chart 6) backwardated. Higher costs for manufactured goods can be expected as well, which will exacerbate the cost-push inflation coming through from clogged global supply chains. This slowdown in global supply chains is largely the result of global aggregate demand improving at a faster rate than supply.3 Chart 5Copper Prices And Backwardation Copper Prices And Backwardation Copper Prices And Backwardation   Chart 6...Will Increase Along With Aluminum ...Will Increase Along With Aluminum ...Will Increase Along With Aluminum  The pressures on base metals markets highlight the supply-concentration risks associated with the large share of global refining capacity located in China. This makes refined base metals supplies and inventories globally subject to whatever dislocations are impacting China at any point in time. As the world embarks on an unprecedented decarbonization effort, this concentration of metals refining capacity becomes increasingly important, given the centrality of base metals in the build-out of renewable-energy and electric-vehicles (EVs) globally (Chart 7).In addition, increasing tension between Western states and China supports arguments to diversify supplies of refined metals in the future (e.g., the US, UK and Australia deal to supply US nuclear-powered submarine technology to Australia, and the tense Sino-Australian trade relationship that led to lower Chinese coal inventories).4 Chart 7The Need For Refined Metals Grows La Niña And The Energy Transition La Niña And The Energy Transition  EU's Renewables Bet SoursUnlike China, which gets ~ 11% of its electricity from renewables and ~ 63% of its power from coal-fired generation (Chart 8), the EU gets ~ 26% of its power from renewables and ~ 13% from coal (Chart 9). In fact, the EU's made a huge bet on renewables, particularly wind power, which accounts for ~55% of its renewables supply. Chart 8China's Dependence On Coal … La Niña And The Energy Transition La Niña And The Energy Transition   Chart 9… Greatly Exceeds The EU's La Niña And The Energy Transition La Niña And The Energy Transition  Unexpectedly low renewable-energy output in the EU and UK this summer – particularly wind power – forced both to scramble for natgas and coal supplies to cover power needs.5 As can be seen in Chart 9, the EU has been winding down its fossil-fuel-fired electric generation in favor of renewables. When the wind stopped blowing this year the EU was forced into an intense competition with China for LNG cargoes in order to provide power and rebuild storage for the coming winter (Chart 10). Chart 10The Scramble For Natgas Continues La Niña And The Energy Transition La Niña And The Energy Transition  The current heated – no pun intended – competition for natgas going into the coming winter is the result of two policy errors, which will be corrected by Spring of next year. On China's side, coal inventories were allowed to run down due to diplomacy, which left inventories short going into winter. In the EU, wind power availability fell far short of expectations, another result of a policy miscalculation: Nameplate wind capacity is meaningless if the wind stops blowing. Likewise for sun on a cloudy day.Natgas Price Run-Up Is TransitoryThe run-up in natgas prices occasioned by China's and the EU's scramble for supplies is transitory. Still, uncertainty as to the ultimate path global gas prices will take is at its maximum level at present.The US Climate Prediction Center kept its expectation for a La Niña at 70-80%, which raises the odds of a colder-than-normal winter for the Northern Hemisphere. Even so, this is a probabilistic assessment: Normal-to-warmer temps cannot be dismissed, given this probability. A normal to warmer winter would leave US inventories and the availability to increase LNG exports higher, which would alleviate much of the pricing pressure holding Asian and European gas prices at eye-watering levels presently.Going into 1Q22, we expect increased production of highly efficacious COVID-19 vaccines globally – particularly in EM economies – will stoke economic growth and release pent-up demand among consumers as hospitalization and death rates continue to fall (Chart 11).6 At that point, we would expect economic activity to pick up significantly, which would be bullish for natgas. We also expect US and Russian natgas production to pick up, with higher prices supporting higher rig counts in the US in particular. Chart 11Expect Continued COVID-19 Progress La Niña And The Energy Transition La Niña And The Energy Transition  Investment ImplicationsAs the world embarks on an unprecedented decarbonization effort, it is important to follow the supply dynamics of base metals, which will provide the materials needed to build out renewable generation and EVs.The current price pressure in natural gas markets resulting from policy miscalculations cannot be ignored. Still, this pressure is more likely to be addressed quickly and effectively than the structural constraints in base metals markets.On the base metals side, producers remain leery of committing to large capex projects at the scale implied by policy projections for the renewables buildout.7In addition, current market conditions highlight concentration risks in these markets – particularly on the refining side in base metals, where much of global capacity resides in China. On the production and refining side of EV materials, battery technology remains massively concentrated to a few countries (e.g., cobalt mining and refining in the Democratic Republic of Congo and China, respectively).This reinforces our view that oil and gas production and consumption likely will not decay sharply unless and until these capex issues and concentration risks are addressed. For this reason, we remain bullish oil and gas. Robert P. Ryan Chief Commodity & Energy Strategistrryan@bcaresearch.comAshwin ShyamResearch AssociateCommodity & Energy Strategyashwin.shyam@bcaresearch.com Commodities Round-UpEnergy: BullishDelegates at OPEC 2.0's Ministerial Meeting on Monday likely will agree to increase the amount of oil being returned to markets by an additional 100-200k b/d. This would take the monthly production rate of production being restored from 400k b/d to 500-600k b/d. Depending on how quickly mRNA vaccine production in large EM markets is rolled out, this incremental increase could remain in place into 2Q22. This would assuage market concerns prices could get to the point that demand is destroyed just as economic re-opening is beginning in EM economies. Our view remains that the producer coalition led by Saudi Arabia and Russia will continue to balance the need for higher revenues of member states with the fragile recovery in EM economies. We continue to expect prices in 2022 to average $75/bbl and $80/bbl in 2023 (Chart 12). This allows OPEC 2.0 states to rebuild their balance sheets and fund their efforts to diversify their economies without triggering demand destruction.Base Metals: BullishA power crunch and decarbonization policies in China are supporting aluminum prices at around 13-year highs, after reaching a multi-year peak earlier this month (Chart 13). The energy-intensive electrolytic process of converting alumina to metal makes aluminum production highly sensitive to fluctuations in power prices. High power prices and electricity shortages are impacting aluminum companies all over China, one of which is Yunnan Aluminium. According to the Financial Times, the company accounts for 10% of total aluminum supply in the world’s largest producer.Precious Metals: BullishGold prices dipped following a hawkish FOMC meeting last week. More Fed officials see a rate hike in 2022, compared to the previous set of projections released in June. Fed Chair Jay Powell also hinted at a taper in the asset purchase program on the back of a rebounding US economy, provided a resurgence in COVID-19 does not interrupt this progress. A confirmation of what markets were expecting – i.e., paring asset purchases by year-end – and possible rate hikes next year have buoyed the US dollar and Treasury yields. The USD competes directly with gold for safe-haven investment demand. Higher interest rates will increase the opportunity cost of holding the yellow metal. As a result, gold prices will be subdued when the USD is strengthening. We remain bearish the USD, and, therefore, bullish gold. Chart 12Oil Forecasts Hold Steady Oil Forecasts Hold Steady Oil Forecasts Hold Steady   Chart 12Aluminum Prices Recovering Aluminum Prices Recovering Aluminum Prices Recovering    Footnotes1     Please see China's Yunnan imposes output curbs on aluminium, steel, cement makers published by reuters.com on September 13, 2021.2     NB: Global aluminum inventory data are unreliable and we do not publish them.3    Please see, e.g., Supply Chains, Global Growth, and Inflation, published by gspublishing.com on September 20, 2021.4    Please see US-China: War Preparation Pushes Commodity Demand, a Special Report we published on August 26, 2021, for further discussion.5    We discuss this in last week's report entitled Natgas Markets Continue To Tighten, which is available at ces.bcaresearch.com.6    Please see Upside Price Risk Rises For Crude, which updated our oil-price balances and forecasts. We highlight the recent agreements to mass produce the highly effective mRNA COVID-19 vaccines globally as bullish for oil prices. It also will be bullish for natgas and other commodities.7     Please see Assessing Risks To Our Commodity Views, which we published on July 8, 2021, for additional discussion. Investment Views and ThemesStrategic RecommendationsTactical TradesCommodity Prices and Plays Reference TableTrades Closed in 2021Summary of Closed Trades

Highlights Asian and European natural gas prices will remain well bid as the Northern Hemisphere winter approaches. An upgraded probability of a second La Niña event this winter will keep gas buyers scouring markets for supplies (Chart of the Week). The IEA is pressing Russia to make more gas available to European consumers going into winter. While Russia is meeting contractual commitments, it is also trying to rebuild its inventories. Gas from the now-complete Nord Stream 2 pipeline might not flow at all this year. High natgas prices will incentivize electric generators to switch to coal and oil. This will push the level and costs of CO2 emissions permits higher, including coal and oil prices. Supply pressures in fossil-fuel energy markets are spilling into other commodity markets, raising the cost of producing and shipping commodities and manufactures. Consumers – i.e., voters – experiencing these effects might be disinclined to support and fund the energy transition to a low-carbon economy. We were stopped out of our long Henry Hub natural gas call spread in 1Q22 – long $5.00/MMBtu calls vs short $5.50/MMBtu calls in Jan-Feb-Mar 2022 – and our long PICK ETF positions with returns of 4.58% and -10.61%. We will be getting long these positions again at tonight's close. Feature European natural gas inventories remain below their five-year average, which, in the event of another colder-than-normal winter in the Northern Hemisphere, will leave these markets ill-equipped to handle a back-to-back season of high prices and limited supply (Chart 2).1 The probability of a second La Niña event this winter was increased to 70-80% by the US Climate Prediction Center earlier this week.2 This raises the odds of another colder-than-average winter. As a result, markets will remain focused on inventories and flowing natgas supplies from the US, in the form of Liquified Natural Gas (LNG) cargoes, and Russian pipeline shipments to Europe as winter approaches. Chart of the WeekSurging Natural Gas Prices Intensify Competition For Supplies Natgas Markets Continue To Tighten Natgas Markets Continue To Tighten Chart 2Natgas Storage Remains Tight Natgas Markets Continue To Tighten Natgas Markets Continue To Tighten US LNG supplies are being contested by Asian buyers, where gas storage facilities are sparse, and European buyers looking for gas to inject into storage as they prepare for winter. US LNG suppliers also are finding ready bids in Brazil, where droughts are reducing hydropower availability. In the first six months of this year, US natgas exports averaged 9.5 bcf/d, a y/y increase of more than 40%. Although Russia's Nord Stream 2 pipeline has been completed, it still must be certified to carry natgas into Germany. This process could take months to finish, unless there is an exemption granted by EU officials. Like the US and Europe, Russia is in the process of rebuilding its natgas inventories, following a colder-than-normal La Niña winter last year.3 Earlier this week, the IEA called on Russia to increase natgas exports to Europe as winter approaches. The risk remains no gas will flow through Nord Stream 2 this year.4 Expect Higher Coal, Oil Consumption As other sources of energy become constrained – particularly UK wind power in the North Sea, where supplies went from 25% of UK power in 2020 to 7% in 2021 – natgas and coal-fired generation have to make up for the shortfall.5 Electricity producers are turning more towards coal as they face rising natural gas prices.6 Increasing coal-fired electric generation produces more CO2 and raises the cost of emission permits, particularly in the EU's Emissions Trading System (ETS), which is the largest such market in the world (Chart 3). Prices of December 2021 ETS permits, which represent the cost of CO2 emissions in the EU, hit an all-time high of €62.75/MT earlier this month and were trading just above €60.00/MT as we went to press. Chart 3Higher CO2 Emissions Follow Lower Renewables Output Higher CO2 Emissions Follow Lower Renewables Output Higher CO2 Emissions Follow Lower Renewables Output Going into winter, the likelihood of higher ETS permit prices increases if renewables output remains constrained and natgas inventories are pulled lower to meet space-heating needs in the EU. This will increase the price of power in the EU, where consumers are being particularly hard hit by higher prices (Chart 4). The European think tank Bruegel notes that even though natgas provides about 20% of Europe's electricity supply, it now is setting power prices on the margin.7 Chart 4EU Power Price Surge Is Inflationary Natgas Markets Continue To Tighten Natgas Markets Continue To Tighten Elevated natgas prices are inflationary, according to Bruegel: "On an annual basis, a doubling of wholesale electricity prices from about €50/megawatt hour to €100/MWh would imply that EU consumers pay up to €150 billion (€50/MWh*3bn MWh) more for their electricity. … Drastic increases in energy spending will shrink the disposable income of the poorest households with their high propensity to consume." This is true in other regions and states, as well. Is the Natgas Price Surge Transitory? The odds of higher natgas and CO2 permit prices increase as the likelihood of a colder-than-normal winter increases. Even a normal winter likely would tax Europe's gas supplies, given the level of inventories, and the need for Russia to replenish its stocks. However, at present, even with the odds of a second La Niña event this winter increasing, this is a probable event, not a certainty. The global natgas market is evolving along lines similar to the crude oil market. Fungible cargoes can be traded and moved to the market with the highest netback realization, after accounting for transportation. High prices now will incentivize higher production and a stronger inventory-injection season next year. That said, prices could stay elevated relative to historical levels as this is occurring. Europe is embarked on a planned phase-out of coal- and nuclear-powered electricity generation over the next couple of years, which highlights the risks associated with the energy transition to a low-carbon future. China also is attempting to phase out coal-fired generation in favor of natgas turbines, and also is pursuing a buildout of renewables and nuclear power. Given the extreme weather dependence on prices for power generated from whatever source, renewables will remain risky bets for modern economies as primary energy sources in the early stages of the energy transition. When the loss of wind, for example, must be made up with natgas generation and that market is tight owing to its own fundamental supply-demand imbalance, volatile price excursions to high levels could be required to destroy enough demand to provide heat in a cold winter. This would reduce support for renewables if it became too-frequent an event. This past summer and coming winter illustrate the risk of too-rapid a phase out of fossil-fueled power generation and space-heating fuels (i.e., gas and coal). Frequent volatile energy-price excursions, which put firms and households at risk of price spikes over an extended period of time, are, for many households, material events. We have little doubt the commodity-market effects will be dealt with in the most efficient manner. As the old commodity-market saw goes, "High prices are the best cure for high prices, and vice versa." All the same, the political effects of another very cold winter and high energy prices are not solely the result of economic forces. Inflation concerns aside, consumers – i.e., voters – may be disinclined to support a renewable-energy buildout if the hits to their wallets and lifestyles become higher than they have been led to expect. Investment Implications The price spike in natgas is highly likely to be a transitory event. Another surge in natgas prices likely would be inflationary while supplies are rebuilding – so, transitory.  Practically, this could stoke dissatisfaction among consumers, and add a political element to the transition to a low-carbon energy future. This would complicate capex decision-making for incumbent energy suppliers – i.e., the fossil-fuels industries – and for the metals suppliers, which will be relied upon to provide the literal building blocks for the renewables buildout.   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 US crude oil inventories fell 3.5mm barrels in the week ended 17 September 2021, according to the US EIA. Product inventories built slightly, led by a 3.5mm-build in gasoline stocks, which was offset by a 2.6mm barrel draw in distillates (e.g., diesel fuel). Cumulative average daily crude oil production in the US was down 7% y/y, and stood at 10.9mm b/d. Cumulative average daily refined-product demand – what the EIA terms "Product Supplied" – was estimated at 19.92mm b/d, up almost 10% y/y. Brent prices recovered from an earlier sell-off this week and were supported by the latest inventory data (Chart 5). Base Metals: Bullish Iron ore prices have fallen -55.68% since hitting an all-time high of $230.58/MT in May 12, 2021 (Chart 6). This is due to sharply reduced steel output in China, as authorities push output lower to meet policy-mandated production goals and to conserve power. Even with the cuts in steel production, overall steel output in the first seven months of the year was up 8% on a y/y basis, or 48mm MT, according to S&P Global Platts. Supply constraints likely will be exacerbated as the upcoming Olympic Games hosted by China in early February approach. Authorities will want blue skies to showcase these events. Iron ore prices will remain closer to our earlier forecast of $90-$110/MT than not over this period.8 Precious Metals: Bullish The Federal Open Market Committee is set to publish the results of its meeting on Wednesday. In its last meeting in June, more hawkish than expected forecasts for interest rate hikes caused gold prices to drop and the yellow metal has been trading significantly lower since then. Our US Bond Strategy colleagues expect an announcement on asset purchase tapering in end-2021, and interest rate increases to begin by end-2022.9 Rate hikes are contingent on the Fed’s maximum employment criterion being reached, as expected and actual inflation are above the Fed criteria. Tapering asset purchases and increases in interest rates will be bearish for gold prices. Chart 5 BRENT PRICES BEING VOLATILE BRENT PRICES BEING VOLATILE Chart 6 BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI)RECOVERING BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI)RECOVERING       Footnotes 1     Equinor, the Norwegian state-owned energy-supplier, estimates European natgas inventories will be 70-75% of their five-year average this winter.  Please see IR Gas Market Update, September 16, 2021. 2     Please see "ENSO: Recent Evolution, Current Status and Predictions," published by the US Climate Prediction Center 20 September 2021.  Earlier this month, the Center gave 70% odds to a second La Niña event in the Northern Hemisphere this winter.  Please see our report from September 9, 2021 entitled NatGas: Winter Is Coming for additional background. 3    Please see IEA calls on Russia to send more gas to Europe before winter published by theguardian.com, and Big Bounce: Russian gas amid market tightness.  Both were published on September 21, 2021. 4    Please see Nord Stream Two Construction Completed, but Gas Flows Unlikely in 2021 published 14 September 2021 by Jamestown.org. 5    Please see The U.K. went all in on wind power. Here’s what happens when it stops blowing, published by fortune.com on 16 September 2021.  Argus Media this week reported wind-power output fell 56% y/y in September 2021 to just over 2.5 TWh. 6    Please see UK power firms stop taking new customers amid escalating crisis, published by Aljazeera; Please see UK fires up coal power plant as gas prices soar, published by BBC. 7     Please see Is Europe’s gas and electricity price surge a one-off?, published by Bruegel 13 September 2021. 8    Please see China's Recovery Paces Iron Ore, Steel, which we published on November 5, 2020. 9    Please see 2022 Will Be All About Inflation and Talking About Tapering, published on September 22, 2021 and on August 10, 2021 respectively.     Investment Views and Themes Recommendations Strategic Recommendations Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

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 US crude oil output will continue its sharp recovery before leveling off by mid-2022, in our latest forecast (Chart of the Week). The recovery in US production is led by higher Permian shale-oil production, which is quietly pushing toward pre-COVID-19 highs while other basins languish. Permian output in July was ~ 143k b/d below the basin's peak in Mar20, and likely will surpass its all-time high output in 4Q21. Overall US shale-oil output remains ~ 1.1mm b/d below Nov19's peak of 9.04mm b/d, but we expect it to end the year at 7.90mm b/d and to average 8.10mm b/d for 2022. We do not expect US crude oil production to surpass its all-time high of 12.9mm b/d of Jan20 by the end of 2023. Instead, exploration & production (E&P) companies will continue to prioritize shareholders' interests. This means larger shares of free cashflow will go to shareholders, and not to drilling for the sake of increasing output. While our overall balances estimates remain largely unchanged from last month, we have taken down our expectation for demand growth this year by close to 360k b/d and moved it into 2022, due to continuing difficulties containing the COVID-19 Delta variant. Our Brent crude oil forecasts for 2H21, 2022 and 2023 remain largely unchanged at $70, $73 (down $1) and $80/bbl. WTI will trade $2-$3/bbl lower. Feature Chart 1US Crude Recovery Continues US Crude Recovery Continues US Crude Recovery Continues Global crude oil markets are at a transition point. The dominant producer – OPEC 2.0 – begins retuning 400k b/d every month to the market from the massive 5.8mm b/d of spare capacity accumulated during the COVID-19 pandemic. For modeling purposes, it is not unreasonable to assume this will be a monthly increment returned to the market until the accumulated reserves are fully restored. This would take the program into 2H22, per OPEC's 18 July 2021 communique issued following the meeting that produced this return of supply. Thereafter, the core group of the coalition able to increase and sustain higher production – Kuwait, the UAE, Iraq, KSA and Russia – is expected to meet higher demand from their capacity.1 There is room for maneuver in the OPEC 2.0 agreement up and down. We continue to expect the coalition to make supply available as demand dictates – a data-dependent strategy, not unlike that of central banks navigating through the pandemic. This could stretch the return of that 5.8mm b/d of accumulated spare capacity further into 2H22 than we now expect. The pace largely depends on how quickly effective vaccines are distributed globally, particularly to EM economies over the course of this year and next. US Shale Recovery Led By Permian Output While OPEC 2.0 continues to manage member-state output – keeping the level of supply below that of demand to reduce global inventories – US crude oil output is quietly recovering. We expect this to continue into 1H22 (Chart 2). Chart 2Permian Output Recovers Strongly Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak The higher American output in the Lower 48 states primarily is due to the continued growth of tight-oil shale production in the low-cost Permian Basin (Chart 3). This has been aided in no small part by the completion of drilled-but-uncompleted (DUC) wells in the Permian and elsewhere. Chart 3E&Ps Favor Permian Assets Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak Since last year’s slump, the rig count has increased; however, compared to pre-pandemic levels, the number of rigs presently deployed are not sufficient to sustain current production. The finishing of DUC wells means that, despite the low rig count during the pandemic, shale oil supply has not dipped by a commensurate amount. This is a major feat, considering shale wells’ high decline rates. Chart 4US Producers Remain Focused On Shareholder Priorities US Producers Remain Focused On Shareholder Priorities US Producers Remain Focused On Shareholder Priorities DUCS have played a large role in sustaining overall US crude oil production. According to the EIA, since its peak in June 2020, DUCs in the shale basins have fallen by approximately 33%. As hedges well below the current market price for shale producers roll off, and DUC inventories are further depleted, we expect to see more drilling activity and the return of more rigs to oil fields. We do not expect US crude oil output to surpass its all-time high of 12.9mm b/ of Jan20 by the end of 2023. Instead, exploration & production (E&P) companies will continue to prioritize shareholders' interests. This means only profitable drilling supporting the free cashflow that allows E&Ps to return capital to shareholders will receive funding. US oil and gas companies have a long road back before they regain investors' trust (Chart 4).   Demand Growth To Slow We expect global demand to increase 5.04mm b/d y/y in 2021, down from last month's growth estimate of 5.4mm b/d. We have taken down our expectation for demand growth this year by ~ 360k b/d and moved it into 2022, because of reduced mobility and local lockdowns due to continuing difficulties in containing the COVID-19 Delta variant, particularly in Asia (Chart 5).2 We continue to expect the global rollout of vaccines to increase, which will allow mobility restrictions to ease, and will support demand. This has been the case in the US, EU and is expected to continue as Latin America and other EM economies receive more efficacious vaccines. Thus, as DM growth slows, EM oil demand should pick up (Chart 6). Chart 5COVID-19 Delta Variant's Spread Remains Public Health Challenge Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak Chart 6EM Demand Growth Will Offset DM Slowdown EM Demand Growth Will Offset DM Slowdown EM Demand Growth Will Offset DM Slowdown Net, we continue to expect demand for crude oil and refined products to grind higher, and to be maintained into 2023, as mobility rises, and economic growth continues to be supported by accommodative monetary policy and fiscal support. If anything, the rapid spread of the Delta variant likely will predispose central banks to continue to slow-walk normalizing monetary policy and interest rates. Global Balances Mostly Unchanged Chart 7Oil Markets To Remain Balanced Oil Markets To Remain Balanced Oil Markets To Remain Balanced Although we have shifted part of the demand recovery into next year, at more than 5mm b/d of growth, our 2021 expectation is still strong. This is expected to continue next year and into 2023 although not at 2021-22 rates. Continued production restraint by OPEC 2.0 and the price-taking cohort outside the coalition will keep the market balanced (Chart 7). We expect OPEC 2.0's core group of producers – Kuwait, the UAE, Iraq, KSA and Russia – will continue to abide by the reference production levels laid out in 18 July 2021 OPEC communique. Capital markets can be expected to continue constraining the price-taking cohort's misallocation of resources. These factors underpin our call for balanced markets (Table 1), and our view inventories will continue to draw (Chart 8). Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) To Dec23 Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak Our balances assessment leaves our price expectations unchanged from last month, with Brent's price trajectory to end-2023 intact (Chart 9). We expect Brent crude oil to average $70, $73 and $80/bbl in 2H21, 2022 and 2023, respectively. WTI is expected to trade $2-$3/bbl lower over this interval. Chart 8Inventories Will Continue To Draw Inventories Will Continue To Draw Inventories Will Continue To Draw Chart 9Brent Prices Trajectory Intact Brent Prices Trajectory Intact Brent Prices Trajectory Intact   Investment Implications Balanced oil markets and continued inventory draws support our view Brent and refined-product forward curves will continue to backwardate, even if the evolution of this process is volatile. As a result, we remain long the S&P GSCI and the COMT ETF, which is optimized for backwardation. We continue to wait for a sell-off to get long the SPDR S&P Oil & Gas Exploration & Production ETF (XOP ETF).   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 The US EIA expects natural gas inventories at the end of the storage-injection season in October to be 4% below the 2016-2020 five-year average, at 3.6 TCF. At end-July, inventories were 6% below the five-year average (Chart 10). Colder-than-normal weather this past winter – particularly through the US Midwest and Texas natural gas fields – affected production and drove consumption higher this past winter, which forced inventories lower. Continued strength in LNG exports also are keeping gas prices well bid, as Asian and European markets buy fuel for power generation and to accumulate inventories ahead of the coming winter. Base Metals: Bullish The main worker’s union at Chile's Escondida mine, the largest in the world, and BHP reached an agreement on Friday to avoid a strike. The mine is expected to constitute 5% of total mined global copper supply for 2021. China's refined copper imports have been falling for the last three months (Chart 11). Weak economic data – China reported slower than expected growth in retail sales and manufacturing output for July – contributed to lower import levels.  Precious Metals: Bullish Gold has been correcting following its recent decline, ending most days higher since the ‘flash crash’ last Monday, facilitated by a drop in real interest rates. The Jackson Hole Symposium next week will provide insights to market participants regarding the Fed’s future course of action and if it is in fact nearing an agreement to taper asset purchases. According to the Wall Street Journal, some officials believe the program could end by mid-2022 on the back of strong hiring reports. This was corroborated by minutes of the FOMC meeting which took place in July, which suggested a possibility to begin tapering the program by year-end. While the Fed stressed there was no mechanical relationship between the tapering and interest rate hikes, this could be bearish for gold, as real interest rates and the bullion move inversely. On the other hand, political uncertainty and a potential economic slowdown in China will support gold prices. Ags/Softs: Neutral Grain and bean crops are in slightly worse shape this year vs the same period in 2020, according to the USDA. The Department reported 62% of the US corn crop was in good to excellent condition for the week ended 15 August 2021, compared to 69% for the same period last year. 57% of the soybean crop was in good-to-excellent shape for the week ending on the 15th vs 72% a year ago. Chart 10 US WORKING NATGAS IN STORAGE GOING DOWN US WORKING NATGAS IN STORAGE GOING DOWN Chart 11 Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak Footnotes 1 Please see our report of 22 July 2021, OPEC 2.0's Forward Guidance In New Baselines, which discusses the longer-term implications of this meeting and the subsequent communique containing the OPEC 2.0 core group's higher reference production levels. It is available at ces.bcareserch.com. 2 S&P Global Platts notes China's most recent mobility restrictions throughout the country will show up in oil demand figures in the near future. We expect similar reduced mobility as public health officials scramble to get more vaccines distributed. Please see Asia crude oil: Key market indicators for Aug 16-20 published 16 August 2021 by spglobal.com. Investment Views and Themes Strategic Recommendations Commodity Prices and Plays Reference Table Trades Closed In 2021 Summary of Closed Trades

Highlights Going into the new crop year, we expect the course of the broad trade-weighted USD to dictate the path taken by grain and bean prices (Chart of the Week). Higher corn stocks in the coming crop year, flat wheat stocks and lower rice stocks will leave grain markets mostly balanced vs the current crop year.  Soybean stocks and carryover estimates from the USDA and International Grains Council (IGC) are essentially unchanged year-on-year (y/y). In the IGC's estimates, changes in production, trade, and consumption for the major grains and beans largely offset each other, leaving carryovers unchanged. Supply-demand fundamentals leave our outlook for grains and beans neutral.  This does not weaken our conviction that continued global weather volatility will tip the balance of price risk in grains and beans over the coming year to the upside. Our strategically bearish USD view also tips the balance of price risk in grains – and commodities generally – to the upside. We believe positioning for higher-volatility weather events and a lower US dollar is best done with index products like the S&P GSCI and the COMT ETF, which tracks a version of the GSCI optimized for backwardation.  Feature Chart of the WeekUSD Will Drive Global Grain Markets USD Will Drive Global Grain Markets USD Will Drive Global Grain Markets Chart 2Opening, Closing Grain Stocks Will Be Largely Unchanged Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Going into the new crop year, opening and closing stocks are expected to remain flat overall vs the current crop years, with changes in production and consumption largely offsetting each other in grain and bean markets (Chart 2).1 This will leave overall prices a function of weather – which no one can predict – and the path taken by the USD over the coming year. The IGC's forecast calls for mostly unchanged production and consumption for grains and beans globally, with trade volumes mostly flat y/y. This leaves global end-of-crop-year carryover stocks essentially unchanged at 594mm tons. The USDA expects wheat ending stocks at the end of the '21/22 crop year up a slight 0.5%; rice down ~ 4.5%, and corn up ~ 4%. Below we go through each of the grain and bean fundamentals, and assess the impact of COVID-19 on global trade in these commodities. We then summarize our overall view for the grain and bean complex, and our positioning recommendations. Rice The IGC forecasts higher global rice production and consumption, and, since they expect both to change roughly by the same amount, ending stocks are projected to remain unchanged in the '21/22 crop year relative to the current year (Chart 3). The USDA, on the other hand, is expecting global production to increase by ~ 1mm MT in the new crop year, with consumption increasing by ~ 8mm MT. This leaves ending inventories for the new crop year just under 8mm MT below '20/21 ending stocks, or 4.5%. Chart 3Global Rice Balances Roughly Unchanged Global Rice Balances Roughly Unchanged Global Rice Balances Roughly Unchanged Corn The IGC forecasts global corn production will rise 6.5% to a record high in the '21/22 crop year, while global consumption is expected to increase 3.6%. Trade volumes are expected to fall ~ 4.2%, leaving global carryover stocks roughly unchanged (Chart 4). In the USDA's modelling, global production is expected to rise 6.6% in the '21/22 crop year to 1,195mm MT, while consumption is projected to rise ~ 2.4% to 1,172mm MT. The Department expects ending balances to increase ~ 11mm MT, ending next year at 291.2mm MT, or just over 4% higher. Chart 4Corn Balances Y/Y Remain Flat Corn Balances Y/Y Remain Flat Corn Balances Y/Y Remain Flat Wheat The IGC forecasts global wheat production in the current crop year will increase by ~ 16mm MT y/y, which will be a record if realized. Consumption is expected to rise 17mm MT, with trade roughly unchanged. This leaves expected carryover largely unchanged at ~ 280mm MT globally (Chart 5). The USDA's forecast largely agrees with the IGC's in its ending-stocks assessment for the new crop year. Global wheat production is expected to increase 16.6mm MT y/y in '21/22, and consumption will rise ~ 13mm MT, or 1.7% y/y. Ending stocks for the new crop year are expected to come in at just under 292mm MT, or 0.5% higher. Chart 5Ending Wheat Stocks Mostly Unchanged Ending Wheat Stocks Mostly Unchanged Ending Wheat Stocks Mostly Unchanged Soybeans Both the IGC and USDA expect increases in soybean ending stocks for the '21/22 crop year. However, the USDA’s estimates for ending stocks are nearly double the IGC projections.2 We use the IGC's estimates in Chart 6 to depicts balances. USDA - 2021/22 global soybean ending stocks are set to increase by ~3 mm MT to 94.5 mm MT, as higher stocks from Brazil and Argentina are partly offset by lower Chinese inventories. US production is expected to make up more than 30% of total production, rising 6% year-on-year. Chart 6Higher Bean Production Meets Higher Consumption Higher Bean Production Meets Higher Consumption Higher Bean Production Meets Higher Consumption Impact Of COVID-19 On Ags Trade Global agricultural trade was mostly stable throughout the COVID-19 pandemic. China was the main driver for this resilience, accounting for most of the increase in agricultural imports from 2019 to 2020. Ex-China, global agricultural trade growth was nearly zero. During this period, China was rebuilding its hog stocks after an outbreak of the African Swine Flu, which prompted the government to grant waivers on tariffs in key import sectors, which increased trade under the US-China Phase One agreement. As a result, apart from COVID-19, other factors were influencing trade. Arita et. al. (2021) attempted to isolate the impact of COVID on global agricultural trade.3 Their report found that COVID-19 – through infections and deaths – had a small impact on global agricultural trade. Government policy restrictions and reduced mobility in response to the pandemic were more detrimental to agricultural trade flows than the virus itself in terms of reducing aggregate demand. Policy restrictions and lower mobility reduced trade by ~ 10% and ~ 6% on average over the course of the year. Monthly USDA data shows that the pandemic was not as detrimental to agricultural trade as past events. Rates of decline in global merchandise trade were sharper during the Great Recession of 2007 – 2009 (Chart 7). Many agricultural commodities are necessities, which are income inelastic. Furthermore, shipping channels for these types of commodities did not require substantial human interactions, which reduced the chances of this trade being a transmission vector for the virus, when governments declared many industries using and producing agricultural commodities as necessities. This could explain why agricultural trade was spared by the pandemic. Amongst agricultural commodities, the impact of the pandemic was heterogenous. For necessities such as grains or oilseeds, there was a relatively small effect, and in few instances, trade actually grew. For example, trade in rice increased by ~4%. The value of trade in higher-end items, such as hides, Chart 7COVID-19 Spares Ag Trade Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Chart 8Grains Rallied During Pandemic Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices tobacco, wine, and beer fell during the pandemic. This was further proof of the income inelasticity of many agricultural products which kept global trade in this sector resilient. Indeed, the UNCTAD estimates global trade for agriculture foods increased 18% in 1Q21 relative to 1Q19. Over this period, Bloomberg's spot grains index was up 47.08% (Chart 8). Investment Implications We remain neutral grains and beans based on our assessment of the new crop-year fundamentals. That said, we have a strong-conviction view global weather volatility will tip the balance of price risk in grains over the coming year to the upside. Our strategically bearish USD view also tips the balance of price risk in grains – and commodities generally – to the upside. Weather-induced grain and bean prices volatility is supportive for our recommendations in the S&P GSCI and the COMT ETF, which tracks a version of the GSCI optimized for backwardation. These positions are up 5.8% and 7.9% since inception, and are strategic holdings for us.   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 US natural gas prices remain well supported by increased power-generation demand due to heat waves rolling through East and West coasts, lower domestic production and rising exports. The US EIA estimates natgas demand for July rose 3.9 bcf/d vs June, taking demand for the month to 75.8 bcf/d. Exports – pipeline and LNG – rose 0.4 bcf/d to 18.2 bcf/d, while US domestic production fell to 92.7 bcf/d, down 0.2 bcf/d from June's levels. As US and European distribution companies and industrials continue to scramble for gas to fill inventories, we expect natgas to remain well bid as the storage-injection season winds down. We remain long 1Q22 call spreads, which are up ~214% since the position was recommended April 8, 2021 (Chart 9). Base Metals: Bullish Labor and management at BHP's Escondida copper mine – the largest in the world – have a tentative agreement to avoid a strike that would have crippled an already-tight market. The proposed contract likely will be voted on by workers over the next two days, according to reuters.com. Separately, the head of a trade group representing Chile's copper miners said prices likely will remain high over the next 2-3 years as demand from renewables and electric vehicles continues to grow. Diego Hernández, president of the National Society of Mining (SONAMI), urged caution against expecting a more extended period of higher prices, however, mining.com reported (Chart 10). We remain bullish base metals generally, copper in particular, which we expect to remain well-bid over the next five years. Precious Metals: Bullish US CPI for July rose 0.5% month-over-month, suggesting the inflation spike in June was transitory. While lower inflation may reduce demand for gold, it will allow the Fed to continue its expansionary monetary policy. The strong jobs report released on Friday prompted markets and some Fed officials to consider tapering asset purchases sooner than previously expected. The jobs report also boosted an increasing US dollar. A strong USD and an increase in employment were negative for gold prices on Monday. There also were media reports of a brief “flash crash” caused by an attempt to sell a large quantity of gold early in the Asian trading day, which swamped available liquidity at the time. This also was believed to trigger stops and algorithmic trading programs, which exacerbated the move. The potential economic impact of the COVID-19 Delta variant is the only unequivocally supportive development for gold prices. Not only will this increase safe-have demand for gold, but it will also prevent the Fed from being too hasty in tapering its asset purchases and subsequently raising interest rates. Chart 9 Natgas Prices Recovering Natgas Prices Recovering Chart 10 Copper Prices Going Down Copper Prices Going Down Footnotes 1     The wheat crop year in the US begins in June; the rice crop year begins this month; and the corn and bean crop years begin in September. 2     Historical data indicate this difference is persistent, suggesting different methods of calculating ending stocks.  The USDA estimates ending stocks for the '21/22 crop year will be 94.5mm tons, while the IGC is projecting a level of 53.8mm.  3    Please refer to ‘Has Global Agricultural Trade Been Resilient Under Coronavirus (COVID-19)? Findings from an Econometric Assessment. This is a working paper published by Shawn Arita, Jason Grant, Sharon Sydow, and Jayson Beckman in May 2021.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image

Highlights The rapid spread of the COVID-19 delta variant in Asia will re-focus precious metals markets anew on the possibility of another round of lockdowns and the implications for demand, particularly in Greater China and India, which account for 33% and 12% of global physical demand for gold (Chart of the Week).1 Regulatory crackdowns across various sectors in China will continue to roil markets over coming months.  Policy uncertainty around these crackdowns is elevated in local financial markets, and could spill into global markets.  This will support the USD at the margin, which creates a headwind for gold and silver prices. Ambiguous and contradictory signaling from Fed officials following the July FOMC meeting re its $120-billion-per-month bond-buying program also adds uncertainty to precious-metals and general commodity forecasts. Despite this uncertainty, we remain bullish gold and silver.  More efficacious jabs will become available, which will support the global economic re-opening, particularly in EM economies.  In DM economies, vaccination uptake likely increases as risks become more apparent.  We continue to expect gold to trade to $2,000/oz and silver to trade to $30/oz this year. Feature Markets once again are focused on the possibility lockdowns will follow rising COVID-19 infections and deaths, as the delta variant – the most contagious variant to date – spreads through Asia and elsewhere. Chart of the WeekCOVID-19 Delta Variant Rampages Uncertainty Checks Gold's Recovery Uncertainty Checks Gold's Recovery Chart 2COVID-19 Infections, Deaths Rising Uncertainty Checks Gold's Recovery Uncertainty Checks Gold's Recovery Infection and death rates are moving higher globally (Chart 2). COVID-19 infections are still rising in 78 countries. Based on the latest 7-day-average data, the countries reporting the most new infections daily are the US, India, Indonesia, Brazil, and Iran. The countries reporting the most deaths each day are Indonesia, Brazil, Russia, India, and Mexico. Globally, more than 42% of infections were in Asia and the Middle East, where ~ 1mm new infections are reported every 4 days. We expect more efficacious jabs will become available, which will support the global economic re-opening, particularly in EM economies. In DM economies, vaccination uptake likely increases as risks become more apparent. China's Regulatory Crackdown Markets also are contending with a regulatory crackdowns across multiple sectors in China, which is part of a years-long reform process initiated by the Politburo.2 Industries ranging from internet, property, education, healthcare to capital markets will have new rules imposed on them under China's 14th Five-Year Plan as part of this process. Our colleagues in BCA's China Investment Service note the pace of regulatory tightening will not moderate in the near term, as policymakers transition from an annual planning cycle focused on setting economic growth targets to a multi-year planning horizon. "This allows policymakers to have a higher tolerance for near-term distress in exchange for long-term benefits," according to our colleagues. The overarching goal of this reform process is to introduce more social equality in the society. Of immediate import for precious metals markets is the potential for spillover effects outside China arising from the policy uncertainty that already is emanating from that market. Uncertainty boosts the USD and gold. This makes its effect uncertain. In our most recent modeling of gold prices, we have found strong two-way feedback between US and Chinese policy uncertainty.3 We also find that broad real foreign exchange rates for the USD and RMB exert a negative influence on gold prices, while higher economic uncertainty pushes gold prices higher (Chart 3). In addition, across markets – Chinese and US economic policy uncertainty – have similar effects, suggesting economic uncertainty across these markets has a similar effect as domestic uncertainty at home (Chart 4).4 Chart 3Domestic Uncertainty, Real FX Rates Strongly Affect Gold Prices... Domestic Uncertainty, Real FX Rates Strongly Affect Gold Prices... Domestic Uncertainty, Real FX Rates Strongly Affect Gold Prices... Chart 4...As Do Cross-Border Uncertainty, Real FX Rates ...As Do Cross-Border Uncertainty, Real FX Rates ...As Do Cross-Border Uncertainty, Real FX Rates This is yet another reason to pay close attention to PBOC and Fed policy innovations and surprises: they affect each other in similar ways within and across borders. Fed Officials Add Uncertainty Following the FOMC meeting at that end of last month, various Fed officials expressed their views of Chair Jerome Powell's post-meeting remarks, or again resumed their campaigns to begin tapering the US central bank's bond-buying program. Chair Powell's remarks reinforced the data-dependency of the Fed in directing its bond buying and monetary accommodation. He emphasized the need to see solid improvement in the jobs picture in the US before considering any lift-off of rates. As to the Fed's bond-buying program, this, too, will depend on progress on reducing unemployment in the US. Powell also reiterated the Fed views the current inflation in the US as transitory, a point that was emphasised by Fed Governor Lael Brainard two days after Powell's presser. Some very important Fed officials, most notably Fed Vice Chair Richard Clarida, are staking out an early position on what will get them to consider reducing the Fed's current accommodative policies, chiefly an "overshoot" of PCE inflation, the Fed's favored gauge, above 3%. Other Fed officials are urging strong action now: St. Louis Fed President James Bullard is adamant that tapering of the Fed's bond-buying program needed to begin in the Autumn and should be done early next year. Bullard is supported by Governor Christopher Waller. The Fed's bond-buying program is more than a year old. Beginning in July 2020, the Fed started buying $80 billion of Treasurys and $40 billion of mortgage-backed securities every month, or ~ $1.6 trillion so far. This lifted the Fed's balance sheet to ~ $8.3 trillion. Thinking about this as a commodity, that's a lot of asset supply removed from the Treasury and MBS market, which likely explains the high cost of the underlying debt instruments (i.e., their low interest rates). It is understandable why the gold market would get twitchy whenever Fed officials insist the winddown of this program must begin forthwith and be done in relatively short order. The loss of that steady stream of buying could send interest rates higher quickly, possibly raising nominal and real interest rates in the process, which, given the sensitivity of gold prices to US real rates would be bearish (Chart 5). While it is impossible to know when the tapering of the Fed's asset-purchase program will end, these occasional choruses of its imminent inauguration add to uncertainty in the US, which also depresses precious metals prices, as Chart 5 indicates. A larger issue attends this topic: economic policy uncertainty is not contained within national borders. Above, we noted there is a two-way feedback between US and China economic policy uncertainty. There also is a long-term relationship in levels of economic policy uncertainty re China and Europe, which makes sense given the trading relationship between these states. Changes in the two measures of economic policy uncertainty exhibit strong co-movement (Chart 6). Chart 5Taper Talk Makes Precious Metals Markets Twitchy Taper Talk Makes Precious Metals Markets Twitchy Taper Talk Makes Precious Metals Markets Twitchy Chart 6Economic Policy Uncertainty Goes Across National Borders Uncertainty Checks Gold's Recovery Uncertainty Checks Gold's Recovery Investment Implications The increase in COVID-19 infection and re-infection rates, and death rates, is forcing commodity markets to reevaluate demand projections and the likelihood of continued monetary accommodation globally. This ultimately affects the prospects for commodity prices. Conflicting interpretations of the state of local and the global economies increases uncertainty across markets, especially precious metals, which are exquisitely sensitive to even a hint of a change in policy. This uncertainty is compounded when top officials at systematically important central banks provide sometimes-contradictory interpretations of the state of their economies. Despite this uncertainty we remain bullish gold and silver, expecting efficacious vaccines to become more widely available, which will allow the global recovery to regain its footing. We are less sanguine about the prospects for the winding down of the massive monetary accommodation globally, particularly that of the US, where data-dependent policymakers still feel compelled to provide almost-certain policy prescriptions in an increasingly uncertain world.This is a fundamental factor driving global uncertainty. We remain long gold expecting it to trade to $2,000/oz this year, and long silver, expecting it to hit $30/oz.   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 While US crude oil inventories rose 3.6mm barrels in the week ended 30 July 2021 gasoline stocks fell 5.3mm barrels, contributing to an overall decline in crude and product inventories in the US of 1.2mm barrels, according to the US EIA's latest tally (Chart 7). US crude and product stocks have been falling throughout the COVID-19 pandemic, and now stand ~ 13% below year earlier levels at 1.7 billion barrels. Crude oil stocks, at 439mm barrels, are just over 15% below year-ago levels. This reflects the decline in US domestic production, which is down 7.1% y/y and now stands at 11.2mm b/d. US refined-product demand, however, is up close to 9% over the January-July period y/y, and stands at 21.2mm b/d. Base Metals: Bullish Workers at the world's largest copper mine, Escondida in Chile, are in government-mediated talks with management that end on Saturday to see if they can avert a strike. There is a chance talks could be extended five days beyond that date, under Chilean law. The mine is majority owned by BHP. Workers at a Codelco-owned mine also voted to strike and will enter government-mediated talks as well. These potential strikes most likely explain why copper prices have been holding relatively steady as other commodities have come under pressure, as markets reassess the odds of a demand slowdown brought about by surging COVID-19 infections, which are hitting Asian markets particularly hard (Chart 8). Chart 7 Uncertainty Checks Gold's Recovery Uncertainty Checks Gold's Recovery Chart 8 Copper Prices Recovering Copper Prices Recovering   Footnotes 1     We flagged this risk in our July 8, 2021 report entitled Assessing Risks To Our Commodity Views, which is available at ces.bcaresearch.com. 2     Please see Pricing A Tighter Regulatory Grip published on August 4, 2021 by our China Investment Strategy.  It is available at cis.bcaresearch.com. 3    We measure this using Granger-Causality tests. 4    These broad real FX rates are handy explanatory variables, in that they combine two very important factors affecting gold prices – inflation and broad FX trade-weighted indexes.  Additional modelling also suggests these broad real FX rates for the USD and RMB coupled with US real 2- and 5-year rates also provide good explanatory models for gold prices. Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image