Grains

Executive Summary   Surging Electricity, Gas Prices Will Fuel Higher Inflation Energy-Price Surge Will Drive Inflation Higher Energy-Price Surge Will Drive Inflation Higher Heat waves in the Northern Hemisphere are sending electricity and natgas prices through the roof, which will feed into higher inflation prints in the months ahead. Heat waves and droughts this summer also will damage crops, and, on the back of higher natgas prices, will raise the cost of fertilizer, and push food prices up. Central banks attempting to control inflation cannot address exogenous supply shocks related to weather and commodity shortages via monetary policy, which will complicate their attempts to rein in inflation. Higher prices for necessary commodities – heat, cooling and food – will, perforce, account for increasing shares of firms’ operating expenses and household budgets. This will reduce spending on other goods and services. And it will provide central banks with some policy space to keep rate hikes from becoming so draconian they add unmanageable strains to firms’ and households’ budgets. Bottom Line: A remarkable confluence of exogenous weather shocks and supply constraints in commodity markets will push food and energy prices higher, and raise inflation expectations. Further down the line, supplies of base metals will come under pressure, as refinery and smelting operations are curtailed. We remain long direct commodity exposure via the COMT ETF. We also remain long equity exposure to oil and gas producers and miners via XOP and XME ETFs, respectively, (please see tables at the back of this report for details). Feature Electricity and natural gas prices continue to surge in Europe – this week on the back of reduced wind-power availability and higher air-conditioning demand (Chart 1). Meanwhile, Brent crude oil prices again were trading above $100/bbl earlier this week.1 Related Report  Commodity & Energy StrategyTight Commodity Markets: Persistently High Inflation             Elsewhere in the Northern Hemisphere, energy prices in the US also are trading higher, as are agricultural commodities. In the US, drought and heat are stressing grains. The US Climate Prediction Center is expecting hotter- and dryer-than-average weather conditions until November.2 In China, drought and heat waves are straining the electricity network. Energy rationing is forcing curtailments of power and closures of factories and metals refineries, and limiting exports of fertilizers; natural gas comprises ~ 70% of fertilizer inputs. Chart 1Surging Electricity, Gas Prices Will Fuel Higher Inflation Energy-Price Surge Will Drive Inflation Higher Energy-Price Surge Will Drive Inflation Higher Higher Energy, Grain Prices; Higher Inflation Chart 2AFood, Energy Drive US, EU Inflation Energy-Price Surge Will Drive Inflation Higher Energy-Price Surge Will Drive Inflation Higher Chart 2BFood, Energy Drive US, EU Inflation Energy-Price Surge Will Drive Inflation Higher Energy-Price Surge Will Drive Inflation Higher Higher energy and food prices will continue to drive inflation gauges in the US (Chart 2A) and Europe (Chart 2B). Our modeling shows the Bloomberg energy, agricultural and base metals spot subindexes – aggregations of the futures in the complete index – are cointegrated with the 5-year/5-year CPI swaps (5y5y CPI), meaning these series share a common long-term trend (Chart 3). The complete Bloomberg Commodity index based on prompt-delivery contracts also is cointegrated with CPI 5y5y inflation expectations, as is the 3-year forward WTI futures, which is one of the strongest relationships (Chart 4). Chart 35Y5Y CPI Inflation Expectations Move With Commodity Groups 5Y5Y CPI Inflation Expectations Move With Commodity Groups 5Y5Y CPI Inflation Expectations Move With Commodity Groups Chart 4Spot Commodities Impact 5y5y Expectations Spot Commodities Impact 5y5y Expectations Spot Commodities Impact 5y5y Expectations We continue to expect higher Brent and WTI crude oil prices going forward, particularly following the announcement from Saudi Arabia’s oil minister earlier this week that cutting oil production – say, in the event the US and Iran agree to revive the nuclear deal proffered by the EU – remains among its options to manage its production.3 For 4Q22, we expect Brent to trade at $119/bbl, while next year we expect prices to average $117/bbl. Any shock that moves Brent and WTI higher will push inflation higher. Fed Policy Rates And Commodities In earlier research, we noted oil prices are more than an input cost for manufacturing, mining, agriculture, etc. We share the ECB’s view that the oil price is a barometer of global economic activity, as well as being an input cost and the price of an asset.4 In this report, we delve into the relationship between Fed policy and commodity markets, specifically oil prices. We believe we have identified a feedback loop between market-cleared crude oil prices and Fed monetary policy vis-à-vis setting the Fed funds rate. We use the following theoretical framework to study this. High crude-oil prices feed into general price levels, which drive up inflation and inflation expectations as revealed in the CPI 5y5y swaps. Seeing this, the Fed begins to signal it will tighten monetary policy, trying to cool aggregate demand. On the other side of the coin, low crude oil prices drive inflation and inflation expectations lower – assuming markets are not in the midst of a market-share war – giving the Fed space to run a looser monetary policy. Granger Causality tests provide evidence of a short-term relationship between crude oil futures prices, inflation expectations evident in the 5y5y CPI swaps market, and Fed funds rate expectations revealed in the 1-year/1-year (1y1y) US Overnight Indexed Swap rates. We find past and present values of the front-month WTI contract help predict market expectations of 1-year Fed funds rates one year from now.5 What is interesting about this result is that we find Granger Causality between the expected Fed funds rates revealed in the 1y1y US OIS rate and 3-year forward WTI futures, which is a strong explanatory variable for 5y5y CPI swaps. This is to say, the 1y1y OIS rate Granger Causes the 3-year WTI futures, but not vice versa. Consistent with the feedback loop we posit between crude oil futures and Fed funds rates, we find that past and present values of the 1y1y Fed funds rate derived from the OIS curve help predict expected WTI prices 3 years forward. This means the 3-year WTI futures are reacting to short-term inflation expectations revealed in the OIS rates – and, most likely, the Fed’s assumed policy-response function contained in forward guidance – which, in turn, is used to calibrate 5y5y CPI swaps expectations (Chart 5). Chart 5Forward Oil Prices Drive 5y5y CPI Swaps Forward Oil Prices Drive 5y5y CPI Swaps Forward Oil Prices Drive 5y5y CPI Swaps Investment Implications Weather shocks – drought and heat waves across the Northern Hemisphere – and supply constraints (energy demand in excess of energy supply) will push food and energy prices higher, and lift inflation and inflation expectations. Tight natural gas markets will increase the cost of fertilizer, which will keep grain prices elevated. Further down the line, supplies of base metals will come under pressure, as refinery and smelting operations are curtailed. We remain long direct commodity exposure via the COMT ETF. We also remain long equity exposure to oil and gas producers and miners via XOP and XME ETFs, respectively.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Analyst Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Paula Struk Research Associate Commodity & Energy Strategy paula.struk@bcaresearch.com   Commodities Round-Up Energy: Bullish US commercial crude oil inventories ex-SPR barrels fell 3.3mm barrels week-on-week for the week ended 19 August 2022, according to the EIA. Including SPR barrels, total US crude oil inventories were down 11.4mm barrels. Total US oil stocks – crude and products – including the SPR barrels were down 6.7mm barrels; without the SPR draws, inventories built 1.4mm barrels. The US SPR now stands at 453.1 million barrels, the lowest since January 1985, according to reuters.com. The US has made 1mm b/d available to the market from its SPR over since May; this program will terminate at the end of October. We expect the SPR release will be extended, if the US and Iran cannot agree to extend the Iran nuclear deal in the near future. Low-sulfur distillates fell 1.7mm barrels, reflecting tight inventories of diesel, heating oil and jet fuel (Chart 6). Total products supplied (the EIA’s nomenclature for demand) fell 2.5mm b/d y/y, and now stands at 19.34mm b/d. Base Metals: Bullish Iron ore prices rose on Chinese growth prospects following the People’s Bank of China (PBoC) decision to cut lending rates on Monday, one week after its initial rate cut. More aggressive policy will be needed to stimulate credit activity and growth in an economy which has to contend with a zero COVID tolerance policy and a faltering property market. With no dearth of money in the economy, credit demand maybe the issue, not supply. M2 money supply – which includes cash and deposits - rose 12% y/y in July, while new bank lending dropped nearly 40% y/y (Chart 7). Precious Metals: Neutral Gold prices on Tuesday were supported by weak US manufacturing and household sales data. Significant support for the yellow metal will occur after the US Federal Reserve begins reducing interest rates, which we do not believe will occur this year. The Fed will continue tightening monetary policy, at the risk of increasing unemployment. Chart 6 Energy-Price Surge Will Drive Inflation Higher Energy-Price Surge Will Drive Inflation Higher Chart 7 M2 Money Supply Increasing While New Bank Loans Decreasing M2 Money Supply Increasing While New Bank Loans Decreasing       Footnotes 1     Please see European Power Prices Smash Records in Another Inflation Blow published by bloomberg.com on August 23, 2022. The surge in prices has lifted European power prices above the equivalent of $1,000/bbl, more than 10x the Brent price on Wednesday. See also Drought Negatively Impacting China, the U.S. and Europe, as Ukrainian Black Sea Exports Continue published on August 22, 2022 by farmpolicynews.illinois.edu. 2     Please see Prognostic Discussion for Long-Lead Seasonal Outlooks published by the National Weather Service’s Climate Prediction Center on August 18, 2022. See also Farm Futures Daily AM - U.S., China heat concerns lift grains - 08/24 (penton.com) for a summary of ag market trading and crop conditions. 3    Please see Oil pares losses after Saudi oilmin says OPEC+ has options including cuts published by reuters.com on August 22, 2022. 4    At a high level of abstraction, we model crude oil demand as a function of real GDP, while supply is assumed to react to realized demand – i.e., oil producers are data-dependent vis-à-vis the volume of crude they produce to meet demand. Our crude-oil price estimate is calculated using supply, demand and inventories – along with US financial variables. In other words, our model uses real and financial variables to estimate a crude-oil price, which, we contend, qualifies it as a summary statistic for the variables on the right-hand side of our model. Please see Tight Commodity Markets: Persistently High Inflation, a Special Report we published on March 24, 2022 for further discussion. We note this is aligned with the way the ECB thinks about oil prices. It is available at ces.bcaresearch.com. 5    Market expectations for the US federal funds rate are derived using US Overnight Indexed Swap rates. The US Secured Overnight Financing Rate (SOFR) is used as the floating rate for the swap deal and tracks the federal funds rate.   Investment Views and Themes Strategic Recommendations Trades Closed in 2022

Executive Summary   The surge in food prices following Russia's invasion of Ukraine will drive EM headline inflation higher, given more of individuals' incomes in these economies are spent on food. Economies in the MENA will remain at risk for higher food prices, given their reliance on wheat imports from Ukraine and Russia, which together comprise ~ 30% of global wheat exports.  Wheat is the most widely traded grain in the world; its production is second only to that of corn.  Higher shipping and input costs – especially for fertilizers – will exacerbate the upside price pressure on grains, particularly wheat. Tenuous social contracts raise the risk of social unrest in MENA reminiscent of the Arab Spring unrest of 2011, which was fueled by food scarcity, economic stagnation and popular anger at autocratic governments. A strong USD will continue to raise the local-currency cost of grains and food, which also will fuel EM inflation. The War Increased Food Prices… High Food Prices Drive EM Inflation High Food Prices Drive EM Inflation Bottom Line: Wheat prices will remain volatile with a bias to the upside for as long as the Russia-Ukraine war persists.  The uncertain evolution of this war means EM states will be more exposed to grain-price volatility and higher inflation.  This could prove to be destabilizing to MENA states in particular.  Separately, we update our recommendations below.  Feature High food prices will drive EM headline inflation, owing to the fact a higher proportion of individuals’ incomes in these economies are spent on food. These pressures are particularly acute for wheat following Russia's invasion of Ukraine. Related Report  Commodity & Energy StrategyCopper Demand Will Ignore Recession Wheat is the most widely traded grain in the world, according to the World Population Review (WPR).1 In terms of global production, it is second only to corn, totaling 760mm tons in 2020. In order, the top three wheat producers in the world are China, India, and Russia, which account for 41% of global output. The US is the fourth-largest producer. The WPR notes that if the EU were to be counted as a single country, its wheat production would be second only to China (Chart 1). Within emerging markets, the Middle East and North African (MENA) nations will be worst hit by rising wheat prices.2 This is because the bulk of their wheat imports are sourced from Russia and Ukraine, and shipped from Black Sea ports, which are literally caught in the crosshairs of the Russia-Ukraine war. Many of these states do not have sufficient grain reserves to tide themselves over this crisis, and will be forced to import food at elevated prices. A strong USD, which this past week hit a 19-year high, will add to the price of USD-denominated commodity imports, particularly wheat. Russia’s invasion of Ukraine will continue to exacerbate EM food scarcity and drive input costs – e.g., fertilizers – and shipping rates higher. This will keep food and wheat prices volatile with a strong bias to the upside (Chart 2). Chart 1Wheat Production Faces Concentration Risk High Food Prices Drive EM Inflation High Food Prices Drive EM Inflation Chart 2The War Increased Food Prices… High Food Prices Drive EM Inflation High Food Prices Drive EM Inflation In addition to the inflation risk from high food and energy prices, the tenuous social contracts in many states again raises the risk of social unrest in MENA, as occurred in the 2011 Arab Spring protests against food scarcity, economic stagnation and autocratic government.3 War Disruptions Will Continue Russia’s invasion of Ukraine jeopardized wheat supply from two countries which together constitute nearly 30% of total global wheat exports. The invasion will continue to keep wheat prices volatile and biased to the upside (Chart 3). The UN Food and Agriculture Organization (FAO) forecasts Ukraine’s 2021/22 wheat output will drop below its 5-year average, since at least 20% of total arable land cannot be used due to the war. While nearly 60% lower than this time last year, Ukrainian wheat exports in March were not completely shut down. However, they were re-routed around the direct routes from the Black Sea.4 In March, Ukraine managed to export 309k tons of wheat. Chart 3...Particularly Wheat ...Particularly Wheat ...Particularly Wheat Ukraine will need to rely on these convoluted routes until port services are either restored or unblocked. Exports through more circuitous routes will delay distribution and increase transport costs. This, of course, also adds to the delivered cost of wheat that is being rerouted and slows the overall distribution of grains globally. Additionally, Ukrainian exports via other countries will be disrupted by those countries’ own trade slowdowns, since global bottlenecks affects all trade. Thus far, Russia has been able to maintain wheat exports. Russia continued to supply wheat to global markets in March and April. The USDA estimates that during the 2021/22 crop year, which ends in June, Russian wheat exports will total 33mm tons, which is just 2mm tons lower than the USDA's pre-crisis estimate.5 Because of high carryover stocks and record production, Russia's exports in the 2022/23 crop year are expected to be more than 40mm tons. Sourcing Alternative Wheat Supplies With a sizable portion of global wheat supply at risk – primarily from Ukraine – other exporting countries will need to increase output to fill this gap (Chart 4). This production, however, is not guaranteed, as it depends primarily on weather and fertilizer prices. New trade routes will also need to be created. This will tax existing export infrastructures as shipping dynamics are reconfigured. Particularly important will be how far the new-found sources of supply have to travel to deliver grain, shipping availability, and, of course, the incremental costs incurred to move supplies. As of 2021, the EU – the Black Sea states’ principle competitor in the wheat-export market – and 48% of total wheat exports to Middle East and African countries (Chart 5). The EU's ability to increase exports for the remainder of the 2021/22 crop year will depend on its production, since demand for exports will be guaranteed given the crisis in the Black Sea. Chart 4Other Exporters Will Need To Ramp Up High Food Prices Drive EM Inflation High Food Prices Drive EM Inflation Chart 5MENA Is EU’s Primary Wheat Export Market High Food Prices Drive EM Inflation High Food Prices Drive EM Inflation The European Commission expects the EU to export a record 40mm tons of wheat for the 2022/23 market year, 6mm tons higher than its expected 2021/22 exports. Based on past trade patterns, these excesses will go to the Middle East, Northern and Sub-Saharan Africa. Strong USD Favors LatAm Exports US wheat exports will not be competitive this year or next, given the strong USD and relatively high prices (Chart 6). Additionally, this year’s winter-wheat crop will be affected by current drought conditions in the key Hard Red Winter wheat growing regions of Western Kansas, Colorado, Oklahoma and Texas. Canada faces a similar issue to its North American neighbor. Compared to other major wheat exporting states, it exports wheat at the second highest price, after the US. Furthermore, in 2021/22 Canadian wheat output is expected to be the lowest in 14 years following a warm and dry summer. The USDA expects strong Argentinian and Brazilian wheat exports in 2021/22. Compared to exports from the EU, US, Australia and Canada, wheat from these two sources is cheaper and hence will attract price sensitive bids from the Middle East and Africa. Chart 6US Wheat Remains Non-Competitive US Wheat Remains Non-Competitive US Wheat Remains Non-Competitive A strong USD will incentivize the LatAm giants’ wheat exports since their input costs are in local-currency terms and their revenues are in USD. While some countries have taken advantage of high wheat and food prices to increase exports, others have imposed restrictions or outright bans on exports, which will continue to drive prices higher. Kazakhstan, which constitutes nearly 5% of global wheat exports, now has a quota on such exports, which will affect Central Asian import markets. India was expected to constitute an uncharacteristically large share of wheat exports this year and next. However, the country is experiencing its hottest March in 122 years, which most likely will reduce its harvest this year and incentivize it to keep wheat stocks at home. The world’s second largest wheat producing and consuming nation expects a 6% drop in production this year.6 Fertilizer Costs Will Remain High … Countries’ abilities to increase production will depend on fertilizer availability and costs. The USDA cited high fertilizer prices as one of the causes for lower expected Australian wheat output in 2022/23. Prices of natural gas – the primary feedstock for fertilizers – took off like a rocket following Russia's invasion of Ukraine. High natgas prices feed directly into fertilizer costs (Chart 7). The EU's proposal to ban Russian oil imports could see Russia embargo natgas supply in retaliation, which would further spike natgas and fertilizer costs. This will have knock-on effects on all ags markets. Fertilizer export bans announced by Russia and China are another factor driving fertilizer prices higher (Chart 8). High fertilizer costs most likely will dissuade farmers from using fertilizers in volumes associated with more normal market conditions, and likely will cause them to wait on planting and treating acreage, which will lower crop quality or delay planting. Both scenarios will lead to higher crop prices (Chart 9). Chart 7High Natgas Prices Feeds Right Into Fertilizers High Natgas Prices Feeds Right Into Fertilizers High Natgas Prices Feeds Right Into Fertilizers Chart 8Russia, China Are Big Fertilizer Exporters High Food Prices Drive EM Inflation High Food Prices Drive EM Inflation Chart 9Nitrogen Fertilizer Prices Continue To Rise Nitrogen Fertilizer Prices Continue To Rise Nitrogen Fertilizer Prices Continue To Rise …As Do Shipping Costs Redrawing trade routes – i.e., finding new supplies and new shippers to compensate for the loss of Ukrainian wheat exports – will be expensive. For example, US grain shipping costs soared to an 8-year high after countries, led by China, dramatically increased soybean imports from the US due to a drought in Brazil.7 In 2021, high shipping costs led directly to higher food prices (Chart 10).8 Shipping, like any other commodity, is a function of supply and demand for different types of vessels capable of carrying grain from one part of the world to another. On the supply-side, port closures in China and the Black Sea are increasing port congestion, and making ships available for moving grains scarce. The Ukraine war has stranded ships in the Black Sea and forced merchants to re-route their shipments. This increases sailing times, which has the effect of contributing to supply scarcity in shipping markets. Fewer available ships, coupled with high fuel prices are keeping freight rates elevated. A low orderbook of expected new-vessel additions to the global shipping fleet in 2022 and 2023, along with guidance for ships to reduce speeds to increase fuel efficiency, will exacerbate current ship supply scarcity.9 On the demand side, the major international economic organizations have reduced 2022 GDP estimates due to lower economic activity. Lower economic activity will translate into lower ship demand and hence reduce prices (Chart 11). Chart 10Shipping Prices Remain Elevated Shipping Prices Remain Elevated Shipping Prices Remain Elevated Chart 11Shipping Demand Driven By Economic Activity Shipping Demand Driven By Economic Activity Shipping Demand Driven By Economic Activity   Shipping prices will drop meaningfully once port congestion clears. This will depend on the duration of COVID-19 in China and the evolution of the Russia-Ukraine war. A recession – the probability of which will increase if the EU bans Russian oil imports and Russia retaliates with its own natgas ban – acts as a downside risk to shipping costs. Investment Implications The gap in Black Sea wheat exports produced by the Russia-Ukraine war will require a ramp-up in other countries’ supply. Higher production is contingent on weather conditions and input costs. Changing weather patterns, due to climate change, will increase food insecurity, and make it more difficult to predict how ag markets – particularly grain trading – will handle this shock and other shocks down the road. We remain neutral agricultural commodities but will follow wheat and food market developments closely.   Ashwin Shyam Research Analyst Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Paula Struk Research Associate Commodity & Energy Strategy paula.struk@bcaresearch.com Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com   Commodity Round-Up Energy: Bullish Going into the Northern Hemisphere's summer driving season, US retail gasoline prices are trading at record levels -- $4.328/gal ($181.78/bbl) as of 9 May 2022, according to the US Energy Information Administration (Chart 12). Regular gasoline (RBOB specification traded on the NYMEX) for delivery in the NY Harbor settled at $144.27/bbl ($3.4349/gal) on Tuesday, giving refiners a rough wholesale margin (versus Brent crude oil) of $41.81/bbl. Retail diesel fuel prices also have been extremely well bid, posting record highs as well of $5.623/gal ($236.17/bbl) on 9 May 2022 (Chart 13). On the NYMEX, the ultra-low sulfur diesel fuel contract for July delivery settled at $3.6793/gal ($154.53/bbl). Jet fuel prices also are extremely well bid, as demand increases against a backdrop of lower refinery output pushed NY Harbor prices to $7.61/gal ($319.62/bbl) on 4 April 2022. NY Harbor jet-fuel prices have been much stronger than US Gulf prices and European prices seen in the Amsterdam-Rotterdam-Antwerp (ARA) markets, which were averaging ~ $3.60/gal, according to the EIA. This is accounted for by robust demand – evident since mid-2021, when it recovered pandemic-induced losses – and lower-than-normal output of jet by refiners. Assuming the US does not go into a profound recession, refined-product markets likely will remain tight during the summer-driving season and into the rest of this year, in our estimation. As is the case with the Exploration & Production companies, refiners also have been parsimonious with their capex, which translates into lower capacity to meet demand. Base Metals: Bullish Per the latest US CFTC data, we believe hedge funds and speculators investing in copper are dismissing bullish micro fundamentals and are focusing on bearish macroeconomic factors, such as the probability of an economic slow down increases. This would explain why funds’ short positions have exceeded long positions for the first time since end-May 2020. We have written about medium-to-long-term bullish micro fundamentals at length in previous reports.10 On micro fundamentals, the Chilean constitutional assembly passed articles expanding environmental protection from mining over the weekend. These will be added to the draft constitution to be voted on in September. The article expanding state control in Chilean mining activity did not pass and will be renegotiated before being sent back to the constitutional assembly for a second vote. Uncertain governance will affect mining investment in the state, as BHP recently highlighted. Chart 12 High Food Prices Drive EM Inflation High Food Prices Drive EM Inflation Chart 13 High Food Prices Drive EM Inflation High Food Prices Drive EM Inflation           Footnotes 1     Please see Wheat Production by Country 2022, published by worldpopulationreview.com. 2     Awika (2011) notes, "… cereal grains are the single most important source of calories to a majority of the world population. Developing countries depend more on cereal grains for their nutritional needs than the developed world. Close to 60% of calories in developing countries are derived directly from cereals, with values exceeding 80% in the poorest countries." Please see Joseph M. Awika (2011), "Major Cereal Grains Production and Use around the World," published by the American Chemical Society. The three most important grains in this regard are rice, corn and wheat. 3    Please see Egypt's Arab Spring: The bleak reality 10 years after the uprising, published by dw.com on January 25, 2021. 4    Please see First Ukrainian corn cargo leaves Romanian Black Sea port, published by Reuters on April 29, 2022. 5    All USDA estimates mentioned in this report are taken from the USDA’s Grain and Feed Annual for each country. 6    Please refer to After five record crops, heat wave threatens India’s wheat output, export plans, published by Reuters on May 2, 2022. 7     Please refer to U.S. Grain Shipping Costs Soar With War and Drought Swinging Demand, published by Bloomberg on March 18, 2022. 8    For a more detailed discussion, please refer to Risk of Persistent Food-Price Inflation, which we published on November 11, 2021. 9    For estimates of orderbook vessels in 2022/23 please see Shipping market outlook 2022 Container vs Dry bulk, published by IHS Markit on November 30, 2021; slower speeds could reduce effective shipping capacity by 3-5%, according to S&P Global (see Shipping efficiency targets could prompt slower speeds and reduced capacity: market sources). 10   For the latest on this, please see Copper Demand Will Ignore Recession, which we published on April 14, 2022.   Investment Views and Themes Recommendations   Recommendations: We are re-establishing our positions in XME, PICK and XOP, which were stopped out APRIL 22, 2022 with gains of 42.42%, 9.77% and 20.91%, respectively, at tonight's close. We also will be adding the VanEck Oil Refiners ETF (CRAK) to our recommendations, given our bullish view of the global refining sector. Strategic Recommendations   Trades Closed in 2022 Image  

Dear Client, This week we present our annual Commodities & Energy Strategy outlook, which contains our key views on the principal markets we cover – energy, base metals and bulks, precious metals, and ags.  Over the coming decade, we expect industrial commodity prices to move higher in an increasingly volatile fashion, not unlike these markets' recent experience.  In the short term, commodity markets will remain exquisitely sensitive to the evolution of the COVID-19 pandemic.  The highly transmissible omicron variant of the coronavirus – now spreading at more than 4x the rate of the delta variant – appears to be less lethal than previous mutations, suggesting it could become the dominant variant globally.  We remain wary, however, particularly as China still is operating under a zero-tolerance COVID-19 policy, and has relied on less efficacious vaccines that appear to offer no protection against the omicron variant of the coronavirus.  This also is a risk for EM economies that rely on these vaccines.  However, the roll-out of mRNA vaccines globally via joint ventures will be gathering steam in 2H22, which is bullish for commodity demand. Longer term, the effort to decarbonize global energy markets is gaining traction, with the three largest economies in the world – the US, China and EU – embarked on a massive transition to renewables.  This will be a multi-decade undertaking that literally could transform the world.  We expect this to continue to unfold in an erratic and uncoordinated fashion, as states work out how to decarbonize the production, delivery and consumption of goods and services.  Markets critical to this transition, particularly base metals, face long odds developing the supply that will be necessary for this effort.  Conventional energy markets – oil, gas and coal – are in a forced wind-down imposed by courts, investors, governments, climate activists, public opinion and policymakers, which is reducing supply at a faster rate than demand.  This leaves markets exposed to volatile price bursts.  As is our custom, this will be the last CES report of the year.  This decade promises to be extraordinary for commodities, and we are hopeful we will continue to be of service in navigating the epic transition to a low-carbon future.  As you gather with friends and loved ones, we wish you all the best in this beautiful season, Robert Ryan Chief Commodity & Energy Strategist Highlights Macro: Bullish. Systematically important central banks will remain wary of moving too strongly too soon, in the wake of the COVID-19 omicron variant. US real rates will remain low and the USD will weaken, which will support commodities. Energy: Bullish. OPEC 2.0 and the price-taking cohort will maintain existing production policies, which will restrain oil supply. The omicron variant likely will dent demand, not tank it. Our 2022 Brent forecast is slightly weaker on omicron risk, averaging $78.50/bbl, with most of the demand hit in 1H22 made up in 2H22, while our 2023 forecast is $80/bbl. Base Metals: Bullish. Supply-demand balances will remain tight. Climate activism in courts and boardrooms; ESG-related costs, local and geopolitical uncertainty will continue to weigh on supply. COMEX copper will average $4.80/lb next year and $6.00/lb in 2023. Precious Metals: Bullish. Rising commodity prices will feed directly into inflation gauges favored by the Fed. Inflation and inflation expectations will remain elevated. Gold will push to $2,000/oz and silver to $30/oz in 2022. Ags/Softs: Neutral. Ag markets will remain balanced, with a bias to the upside from higher costs of fertilizer and transportation. Erratic weather remains an upside risk. Risk: Elevated. On the upside, a less lethal omicron variant that dominates other COVID-19 variants will rally markets. A more virulent mutant would hit demand harder and push prices lower. Hospitalizations/Cases and Deaths/Cases remain the critical ratios – trajectories need to remain flat to downward for growth (Chart of the Week). Recommendations: Our COMT ETF position was stopped out on 13 December 2021, which is when the ETF went ex-dividend. The ETF paid $5.4941/share for an 18.44% dividend (p.a.). Our stop-loss is being overridden, and we remain long the COMT ETF, in the expectation commodity markets will remain tight and backwardation will continue to drive returns. Feature COVID-19 continues to determine the trajectory of global growth – hence commodity demand – and how it will be distributed in the short run. Reports this week indicating the widely used Sinovac COVID-19 vaccine used in China and EM states is ineffective in neutralizing the omicron variant will renew the focus on an underappreciated risk: High vaccination rates in and of themselves are not useful indicators of successful public-health responses.1 More than anything, what appears to matter most is the vaccine that's been used to address the public-health threat posed by COVID-19. A booster of the Pfizer-BioNTech mRNA vaccine, e.g., appears to neutralize the omicron variant, and to convey a higher likelihood of avoiding serious illness and hospitalization.2 Chart 1 This will be important going forward, as the COVID-19 omicron variant appears to be transmitted at a rate that is 4.2x as contagious as the delta variant. This raises the odds that hospital beds will fill faster as the omicron mutant spreads.3 This could again lead to reduced availability of health care, and additional lockdowns to contain the spread of the omicron variant, which would again radiate through global supply chains. Oil Market Outlook Hinges On Omicron Response The risk exposed in these public-health developments is the global commodity recovery – particularly for crude oil and refined products like gasoline and jet fuel – could become more bifurcated this year, with economies using primarily mRNA technology continuing to open and recover. States without access to or distribution of these vaccines will have to rely more on social distancing and lockdowns to contain the spread of the virus. We would expect this to be a powerful inducement to accelerate local production and distribution of mRNA vaccines in Asia, Latin America and Europe. Successful implementation of this strategy would boost commodity demand, particularly for transportation fuels.4 Our prior regarding the omicron variant is it will dent demand but not tank oil demand. To account for the so-far-unknown effects of omicron, we are assuming 1H22 global crude and refined-product demand falls to 100.4mm b/d, versus our earlier estimate of 101.5mm b/d. Most of this demand is recovered in 2H22, when we expect oil consumption to average 101.8mm b/d versus our earlier expectation of 102.5mm b/d. On the supply side, OPEC 2.0 core producers – KSA, Russia, Iraq, UAE and Kuwait – will continue to implement the coalition's production-management strategy – i.e., keeping the level of supply just below demand. Meanwhile, the price-taking cohort led by the US shale-oil producers will continue to focus on profitability, not production for the sake of production. Accelerating production too rapidly at this point would undo much of the work and effort undertaken to establish oil and gas companies as attractive alternatives for investors. Our 2022 Brent forecast is weaker by $1.50/bbl vs last month's estimate, averaging $78.50/bbl. Our 2023 forecast is $1/bbl lower, with our average expectation at $80.00/bbl (Chart 2). Longer term, oil + gas capex remains weak (Chart 3). As we have stressed repeatedly, this is wicked bullish for prices in 2024 and beyond. Chart 2Brent Forecast Slightly Weaker In 2022 Brent Forecast Slightly Weaker In 2022 Brent Forecast Slightly Weaker In 2022 Chart 3 Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) To Dec23 2022 Key Views: Past As Prelude For Commodities 2022 Key Views: Past As Prelude For Commodities Weak Capex Keeps Base Metals Outlook Bullish Weak capex is a common theme in the industrial commodities – oil and base metals – which points to tight supply-demand balances for these markets going forward. This is as true for base metals as it is for oil (Chart 4). The principal drivers of the capex squeeze are similar in both markets: A desire to regain investors' favor after years of poor returns. This has managements focused on returning capital to shareholders either in the form of share buybacks or higher dividend payments. However, there are additional pressures adding to the cost structures of industrial commodities, particularly the seismic shifts in the political underpinnings of commodity-exporting countries, where left-of-center politicians are proving more attractive to the median voter in states with contestable elections. Once elected – e.g., in Peru, and, likely Chile after this weekend's elections – politicians push hard to secure a greater share of mining revenues for long-neglected poor and indigenous populations.5 Chart 4 The bellwether base metal market – copper – best highlights these factors, which, in our view, will keep base-metals capex tentative and restrained over the medium term. Miners are almost forced to exercise capex restraint until they get greater clarity on how newly elected governments will deliver on their avowed intent to secure a greater share of mining revenues for their constituents. This is particularly true in Chile and Peru – which together account for a combined 40% of global copper ore output – where poor and indigenous populations are engaging in more frequent civil disobedience.6 In addition to the contentious changing of the guard at the political level, ESG-related initiatives brought to the fore by climate activists elected to corporate boards and in court proceedings are adding new layers of cost to base-metals mining (and oil and gas exploration for that matter). This week, Reuters reported on separate court decisions in Australia and Chile that redress mistreatment of aboriginal peoples in key metals-exporting states.7 We believe political and ESG-related costs will raise miners' all-in sustaining costs, which will have to be covered by higher prices going forward. The additional costs that will be imposed on miners trying to meet the demand that will be driven by the global decarbonization and renewable-energy buildout now kicking into high gear will require prices to spur investment in new mine production, and to keep existing and brownfield production up and running.8 Copper prices will get an assist from a weaker USD, which will boost demand for the metal ex-US (Chart 5). We are expecting copper to push to $4.80/lb on average next year and $6.00/lb in 2023 on the COMEX, on the back of stronger supply fundamentals and a weaker USD. Chart 5A Weaker USD Will Boost Copper A Weaker USD Will Boost Copper. A Weaker USD Will Boost Copper. Gold Will Rally As Inflation, Uncertainty Remain Elevated Gold prices will move higher in 2022 – our target remains $2,000/oz – as investors seek cover from higher commodity prices, which will feed directly through to higher inflation (Chart 6).9 This has been apparent in the recent US PCEPI and core PCEPI – the Fed's preferred inflation gauge – and CPI data, and at the wholesale level in PPI data. Most of this results from tight supplies for commodities and strong demand for goods, which is driving the price increases. We expect this to continue into 2022, as pent-up consumer demand continues to drive goods purchases and supply-side tightness for most manufacturing inputs. Higher prices across commodity markets will keep inflation gauges elevated in 2022. In addition to the inflation-hedging demand we expect next year, investors also will turn to gold as a hedge against economic policy uncertainty: As inflation and policy uncertainty increase, gold prices move higher (Chart 7). Chart 6Higher Commodity Prices Will Pressure Inflation Higher Higher Commodity Prices Will Pressure Inflation Higher Higher Commodity Prices Will Pressure Inflation Higher Chart 7Investors Will Use Gold To Hedge Inflation, Uncertainty Investors Will Use Gold To Hedge Inflation, Uncertainty Investors Will Use Gold To Hedge Inflation, Uncertainty   Lastly, in line with our colleagues in BCA's Foreign Exchange Strategy service, we remain USD bears in 2022. As is the case with all commodities, gold will benefit from a weaker USD.10 Ags Remain Balanced In 2022 Global ag markets, by and large, will remain balanced over the current crop year (Chart 8), with a bias to the upside as input and transportation costs – chiefly fertilizers and grain vessels, respectively – remain high (Charts 9 and 10). Erratic weather, as always, remains an upside risk. Chart 8 Chart 9 Chart 10… And Fertilizer Costs Will Push Grains, Beans Higher Natgas Price Surge Pushes Fertilizer Prices Higher Natgas Price Surge Pushes Fertilizer Prices Higher While we remain neutral grains, the periodic price spikes resulting from higher freight rates and natural gas prices will support overall commodity exposures. Over the short term, the risk of higher prices is acute: Markets still are contending with the possibility of another colder-than-normal winter. This would push natgas prices – and, because it is 70% natgas, fertilizer costs – sharply higher next year. This will have to be recouped by higher food prices, particularly if shipping costs spike higher due to COVID-19-induced port closures. Surging food prices will keep inflation rates higher globally, making them more persistent (vs. transitory). Investment Implications Global supply-demand fundamentals continue to support our conviction commodity markets will remain tight in 2022. As such we remain long commodity index exposure – the S&P GSCI and COMT ETF – expecting market tightness to result in renewed backwardation. We also remain long the PICK expecting continued tightness in base metals. Risks to our views remain elevated – and occur in both directions. On the upside, commodities will rally if a less-lethal omicron variant becomes the dominant COVID-19 strain and does not overly tax hospital resources or drive death rates higher. It could actually convey a global benefit as the dominant strain, crowding out other mutations and pushing states to herd immunity. On the downside, it's still too early to tell how this new variant and other mutations will behave. Given the fragility of the current global recovery and reopening shown in the initial response to omicron, a more virulent mutant likely would hit aggregate demand hard, forcing yet another supply-side adjustment in commodities generally. Upside risks dominate in our assessment, but, as always, we remain cautious.   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 Sinovac shot offers inadequate shield from Omicron variant, says HK study published by straitstimes.com on December 15, 2021. The Sinovac vaccine is almost half as effective as mRNA-based vaccines, and is widely distributed in EM economies. We flagged this risk earlier in July in our report titled Assessing Risks To Our Commodity Views; it is available at ces.bcaresearch.com. 2     Please see Pfizer Booster Shots Are Effective Against Omicron Variant, Israeli Study Says published by wsj.com on December 12, 2021. 3    Please see Omicron four times more transmissible than Delta in Japan study published by straitstimes.com on December 9, 2021. 4    Please see Upside Price Risk Rises For Crude, which we published on September 16, 2021, for addition discussion of the global joint-ventures engaged in local production of mRNA vaccines. 5    Please see Add Local Politics To Copper Supply Risks, which we published on November 25, 2021 and Chile: Prepare For A Boric Win, published by BCA's Emerging Markets Strategy service on December 15, 2021. The latter report discusses the growing odds of a victory for the left-of-center candidate in Chile's election this weekend. 6    Please see, e.g., Peru's poor Andean hamlets, backed by state, unleash anger at mines, published by reuters.com on December 14, 2021. 7     Please see Australian mining state passes Aboriginal heritage protection law, and Chile's Supreme Court orders new evaluation of Norte Abierto mining project published by reuters.com on December 15 and 14, 2021, respectively. 8    Incremental investment needed to meet 2050 net-zero climate goals will come to almost $2 trillion per year, half of which will go into renewable power generation, industrial processes, and transportation, according to estimates by Goldman Sachs, published on December 13, 2021. 9    Please see More Commodity-Led Inflation On The Way, which we published on December 9, 2021. It is worthwhile reiterating Granger-causality between realized and expected inflation gauges (US PCEPI, core PCEPI, CPI, along with 5-year/5-year CPI swap rates) and commodity price indices (the S&P GSCI and Bloomberg Commodity Index) is very strong. 10   Please see 2022 Key Views: Tug Of War, published by BCA's Foreign Exchange Strategy service on December 10, 2021.   Investment Views and Themes Strategic Recommendations Trades Closed in 2021 Image

Highlights Tight commodity markets, rising incomes, and constrained logistics networks will continue to push inflation gauges higher, so long as coronavirus mutations don't cause another global economic shutdown. Commodity price pressures – exacerbated by weak capex on the supply side – will feed directly into realized and expected inflation gauges going forward, just as they have this year (Chart of the Week).  In the short run, tight natural gas markets will raise fertilizer prices, which will keep food prices elevated next year. Inflation in goods prices will persist as tight energy and base-metals markets keep input and transportation costs elevated. Political uncertainty in important energy- and metals-exporting states, and ESG-related costs will contribute to upside price pressures.  The cost of building the infrastructure required to decarbonize the global economy – an effort now kicking into high gear – is heavily dependent on the availability of base metals and fossil fuels, which means the cost of this energy transition likely will rise. Against this backdrop, central banks’ room to maneuver will shrink – tightening policy to fight inflation risks will drive up hurdle rates and make supply-side investment more costly. We remain long gold as a hedge against inflation and policy uncertainty, and our commodity-index exposures (S&P GSCI and the COMT ETF). Feature The Fed's preferred inflation gauge, the core Personal Consumption Expenditures Price Index, is up 4.12% y/y; the overall index is up 5.05%. In the euro zone, inflation soared to record highs in November, reaching 4.9% y/y. Most of the surge in these inflation gauges is due to higher commodity prices, which are caused by tight markets globally: In many markets, particularly energy and metals, the level of demand exceeds that of supply, which is forcing inventories lower and prices higher. Supply has been slow catching up with demand post-pandemic. There is a direct feed through from commodity markets to price inflation, something markets will be reminded of repeatedly in coming years as the supply-side of critically important commodities – energy, metals and food – are stressed to keep up with demand (Chart 2).1 Chart of the WeekRealized, Expected Inflation Will Continue To Rise Realized, Expected Inflation Will Continue To Rise Realized, Expected Inflation Will Continue To Rise Chart 2Feedthrough From Commodities To Expected Inflation Is Strong Feedthrough From Commodities To Expected Inflation Is Strong Feedthrough From Commodities To Expected Inflation Is Strong The scope for central banks to act to contain inflation in such circumstances is constrained: Tightening policy to the point where the cost of capital becomes prohibitive will exacerbate supply-side constraints in energy and metals markets. The risk here is acute, given that a decade of monetary policy operating close to the zero bound has failed to encourage long-term investment on the supply side in oil, gas, and metals. The dearth of capex in energy (Chart 3) and metals (Chart 4) threatens to keep supplies constrained for years. Chart 3 Chart 4 Short-Run Pressure On Food Prices In earlier research, we delved into the sharp rise in food prices, and the underlying causes (Chart 5). Some of these are transitory – e.g., the tight shipping market for grains brought about by clogged logistics markets and delays in sailing, which has lifted rates sharply over the course of this year (Chart 6). Chart 5 Chart 6 Other factors – high natural-gas prices, which will drive fertilizer prices higher next year – will dog markets at least until 2H22, when natural gas inventories in Europe will be on their way to being rebuilt, following a difficult injection season this year (Chart 7). The scramble to find gas in Europe and Asia as distributors prepare for a La Niña winter will take time to recover from next year.2 Chart 7High EU Gas Prices Will Keep Fertilizer Prices Elevated High EU Gas Prices Will Keep Fertilizer Prices Elevated High EU Gas Prices Will Keep Fertilizer Prices Elevated Energy, Metals PricesDrive Inflation Expectations The really big inflationary push over the next five to 10 years will come from energy and metals markets, where capex has languished for years, as can be seen in Charts 3 and 4. These markets have been and remain in persistent physical deficits, which will not be easy to reverse without higher prices over a sustained period (Charts 8 and 9). Chart 8Oil Markets Will Remain In Deficit... Oil Markets Will Remain In Deficit... Oil Markets Will Remain In Deficit... Chart 9...As Will Metals Bellwether, Copper ...As Will Metals Bellwether, Copper ...As Will Metals Bellwether, Copper These markets will exert a strong influence on inflation and inflation expectations for as long as capex remains weak and supply is constrained. As can be gleaned from the model shown in Chart 10, the London Metal Exchange Index (LMEX) and 3-year-forward WTI are good explanatory variables for US 5-year/5-year CPI swap rates, the trading market in which inflation expectations are hedged. Until markets see sustainable investment in base metals and hydrocarbons over the course of the global energy transition now underway, forward-looking inflation markets will continue to price to tighter supply expectations. Chart 10 Gold's Role As A Hedge Against Inflation, Uncertainty In our modeling we often describe gold as a currency, which, similar to other currencies, is highly sensitive to US monetary variables, EM and DM income (as measured by nominal GDP), economic policy uncertainty, and core inflation (Chart 11). These variables are what we could call the "usual suspects" that typically are rounded up to explain inflation, in addition to commodities prices.3 In Chart 12, we zero in on one of the inflation gauges discussed above, which is extremely sensitive to commodity prices, and policy uncertainty. Here we show gold as a function of US Economic Policy uncertainty and US PCEPI to make the point that gold can hedge not only the inflation driving these indices, but the economic uncertainty that likely will attend the transition to a low-carbon future, which we expect will remain elevated during this transition. Chart 11Gold Prices Sensitive To Usual Suspects Gold Prices Sensitive To Usual Suspects Gold Prices Sensitive To Usual Suspects Chart 12...Particualrly Inflation And Uncertainty ...Particualrly Inflation And Uncertainty ...Particualrly Inflation And Uncertainty Investment Implications Much of the surge showing up in inflation gauges in the US and EU is being driven by strong commodity prices. These prices are being powered higher by strong income growth, which leads to strong demand; tight supplies, and inventories. As we have noted, the level of commodity demand exceeds that of supply, which is forcing inventories lower and prices higher in oil and metals markets. Going forward, these fundamentals will be slow to change, which argues in favor of our long gold position and our long commodity index positions (S&P GSCI and the COMT ETF). We reiterate the COVID-19 risk factor mentioned at the beginning of this report: Global aggregate demand still is fragile. The risk of another coronavirus shock remains high. In particular, China maintains its zero-tolerance COVID-19 policy. This means commodity markets have to remain alert to how policymakers respond if the highly contagious Omicron variant is detected and authorities once again shut down ports and travel. The risk of disrupted supply chains and hits to supply-demand balances next year remains acute.4     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 Crude oil prices rebounded following its Omicron-induced drop last week. Relative to last Wednesday - when brent closed at its lowest following news of the new variant - prices were up 9.54% as of Tuesday’s close (Chart 13). Saudi Arabia’s decision to increase the official selling price of oil to customers in Asia and the US is testimony to its belief global demand will remain strong, despite the emergence of the highly transmissible new COVID-19 variant. Base Metals: Bullish Ever since the Omicron variant of COVID-19 was disclosed, prices of base-metals bellwether copper have become more volatile. This mostly reflects uncertainty surrounding macroeconomic conditions, as characteristics of the latest variant of the coronavirus are not well-known. COVID-19 lockdowns due to the Omicron variant could potentially delay tightening stimulus measures, which will be positive for industrial metals. However, lockdowns will also reduce industrial activity and demand for the red metal, acting as a sea anchor on copper's price. At the start of this week, looser monetary policy and rising copper imports in China supported the red metal, however these gains were capped by fears regarding the Omicron variant and a strong USD. Despite the volatility in copper prices following Fed Chair Jay Powell’s remarks last week on the pace of the asset purchases, we continue to expect tight fundamentals will outweigh the bearish effects of a stronger USD, and the weaker global financial conditions which come with it (Chart 14). Precious Metals: Bullish The World Platinum Investment Council (WPIC) reported a large third quarter refined platinum surplus of 592k oz, up nearly 430k oz from the second quarter. The jump in the third quarter surplus means the organization expects a full year 2021 surplus of 792k oz, compared to the 190k oz it had forecast in its second quarter report. Increased refined supply due to accelerated processing of 2020 semi-finished platinum stock coupled with lower demand by automakers and outflows from ETFs and stocks held by exchanges propelled the global platinum market into this relatively large surplus. In 2022 South African mined supply is expected to remain stable, while demand is expected to pick up as the economic recovery continues, resulting in a surplus of 637k oz for the full year. These forecasts do not account for the latest Omicron variant which was first reported in South Africa. Lockdowns due to the virus could lead to mine closures in the world’s largest platinum producer and reduce platinum demand from automakers. Chart 13 WTI LEVEL GOING UP WTI LEVEL GOING UP Chart 14 Copper Overcomes Tighter Global Financial Conditions Copper Overcomes Tighter Global Financial Conditions   Footnotes 1     We find Granger-causality between realized and expected inflation gauges (US PCEPI and core PCEPI; US CPI, and US 5-year/5-year CPI swap rates) and commodity price indices (the S&P GSCI and Bloomberg Commodity Index) is very strong.  This indicates the commodity-price indices are good explanatory and predictive variables for realized inflation gauges and for inflation expectations. 2     Please see our November 11 report entitled Risk Of Persistent Food-Price Inflation for additional detail. 3    Please see Conflicting Signals Challenge Gold, which we published on October 7, for example. 4    Please see 2022 Key Views: A Challenging Balancing Act published by BCA Research's China Investment Strategy on December 8, 2021.   Investment Views and Themes Strategic Recommendations

Highlights The surge in energy prices going into the Northern Hemisphere winter – particularly coal and natgas prices in China and Europe – will push inflation and inflation expectations higher into the end of 1Q22 (Chart of the Week).  Over the medium-term, similar excursions into the far-right tails of price distributions will become more frequent if capex in hydrocarbon-based energy sources continues to be discouraged, and scalable back-up sources of energy are not developed for renewables. It is not clear China will continue selectively relaxing price caps for some large electricity buyers, which came close to bankrupting power utilities this year and contributed to power shortages.  The current market set-up favors long commodity index products like the S&P GSCI and the COMT ETF.  We remain long both. Higher energy and metals prices also will work in favor of long-only commodity index exposure over the medium term. Longer-term supply-chain issues will be sorted out. Still, higher costs will be needed to incentivize production of the base metals required to decarbonize electricity production globally, and  to keep sufficient supplies of fossil fuels on hand to back up renewable generation.  This will cause inflation to grind higher over time. Feature Back in February, we were getting increasingly bullish base metals on the back of surging demand from China. Most other analysts were looking for a slowdown.1 The metals rally earlier this year drew attention away from the fact that China had fundamentally altered its energy supply chain, when it unofficially banned imports of Australian thermal coal. It also altered global energy flows and will, over the winter, push inflation higher in the short run. Building new supply chains is difficult under the best of circumstances. But last winter had added dimensions of difficulty: A La Niña drawing arctic weather into the Northern Hemisphere and driving up space-heating demand; flooding in Indonesia, which limited coal shipments to China; and a manufacturing boom that pushed power supplies to the limit. Over the course of this year, Chinese coal inventories fell to rock-bottom levels and set off a scramble for liquified natural gas (LNG) to meet space-heating and manufacturing demand last winter (Chart 2).2 Chart of the WeekEnergy-Price Surge Will Lift Inflation Energy-Price Surge Will Lift Inflation Energy-Price Surge Will Lift Inflation Chart 2Coal Shortage China China Power Outages: Another Source Of Downside Risk Coal Shortage China China Power Outages: Another Source Of Downside Risk Coal Shortage China While this was evolving, the volume of manufactured exports from China was falling (Chart 3), even while the nominal value of these exports was rising in USD terms (Chart 4).  This is a classic inflationary set-up: More money chasing fewer goods.  This is occurring worldwide, as supply-chain bottlenecks, power rationing and shortages, and falling commodity inventories keep supplies of most industrial commodities tight.  China's export volumes peaked in February 2021, and moved lower since then.  This likely persists going forward, given the falloff of orders and orders in hand (Chart 5). Chart 3Volume Of China's Exports Falls … Inflation Surges, Slows, Then Grinds Higher Inflation Surges, Slows, Then Grinds Higher Chart 4… But The Nominal USD Value Rises Inflation Surges, Slows, Then Grinds Higher Inflation Surges, Slows, Then Grinds Higher Chart 5China's Official PMIs, Export And In-Hand Orders Weaken Inflation Surges, Slows, Then Grinds Higher Inflation Surges, Slows, Then Grinds Higher Space-heating and manufacturing in China are both heavily reliant on coal. Space-heating north of the Huai River is provided for free, or is heavily subsidized, from coal-fired boilers that pump heat to households and commercial establishments. This is a practice adopted from the Soviet Union in the 1950s and expanded until the 1980s, according to Fan et al (2020).3 Manufacturing pulls its electricity from a grid that produces 63% of its power from coal. China's coal output had been falling since December 2020, which complicated space heating and electricity markets, where prices were capped until this week. This meant electricity generators could not recover skyrocketing energy costs – coal in particular – and therefore ran the risk of bankruptcy.4 The loosening of price caps is now intended to relieve this pressure. Competition For Fuels Will Continue Europe was also hammered over the past year by a colder-than-normal winter brought on by a La Niña event, which sharply drew natgas inventories. The cold weather lingered into April-May, which slowed efforts to refill storage, and set off a scramble to buy up LNG cargoes (Chart 6). Chart 6The Scramble For Natgas Continues Inflation Surges, Slows, Then Grinds Higher Inflation Surges, Slows, Then Grinds Higher This competition has lifted global LNG prices to record levels, and continues to drive prices higher. Longer-term, the logic of markets – higher prices beget higher supply, and vice versa – virtually assures supply chains will be sorted out. However, the cost of energy generally will have to increase to incentivize production of the base metals needed to pull off the decarbonization of electricity production globally, and to keep sufficient supplies of fossil fuels on hand to back up renewable generation. This will cause inflation to grind higher over time. Decarbonization is a strategic agenda for leading governments, especially China and the European Union. China is fully committed to renewables for fear of pollution causing social unrest at home and import dependency causing national insecurity abroad. In the EU, energy insecurity is also an argument for green policy, which is supported by popular opinion. The US has greater energy security than these two but does not want to be left behind in the renewable technology race – it is increasing government green subsidies. The current set of ruling parties will continue to prioritize decarbonization for the immediate future. Compromises will be necessary on a tactical basis when energy price pressures rise too fast, as with China’s latest measures to restart coal-fired power production. The strategic direction is unlikely to change for some time. Investment Implications Over time, a structural shift in forward price curves for oil, gas and coal – e.g., a parallel shift higher from current levels – will be required to incentivize production increases. This would provide hedging opportunities for the producers of the fuels used to generate electricity, and the metals required to build the infrastructure needed by the low-carbon economies of the future. We continue to expect markets to remain tight on the supply side, which will make backwardation – i.e., prices for prompt-delivery commodities trade higher than those for deferred delivery – a persistent feature of commodities for the foreseeable future.  This is because inventories will remain under pressure, making commodity buyers more willing to pay up for prompt delivery. The current market set-up favors long commodity index products like the S&P GSCI and the COMT ETF. We remain long both, given our expectation. Over the short term, inflation will be pushed higher by the rise in coal and gas prices.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com   Commodities Round-Up Energy: Bullish According to the Energy Information Administration (EIA), industrial consumption of natgas in the US is on track to surpass its five-year average this year. Over the January-July period, US natgas consumption average 22.4 BCF/d, putting it 0.2 BCF/d over its five-year average (2016-2020). US industrial consumption of natgas peaked in 2018-19 at just over 23 BCF/d, according to the EIA (Chart 7). The EIA expects full-year 2021 industrial consumption of natgas to be 23.1 BCF/d, which would tie it with the previous peak levels. Base Metals: Bullish Following a sharp increase in refined copper usage in China last year resulting from a surge in imports, the International Copper Study Group (ICSG) is expecting a 5% decline this year on the back of falling imports. Globally, the ICSG expects refined copper consumption to be unchanged this year, and rise 2.4% in 2022. Refined copper production is expected to be 25.9mm MT next year vs. 24.9mm MT this year. Consumption is forecast to grow to 25.6mm MT next year, up to 700k MT from the 24.96mm MT usage expected this year. Precious Metals: Bullish Lower-than-expected job growth in the US pushed gold prices higher at the end of last week on the back of expectations the Fed will continue to keep policy accessible as employment weakened. All the same, gold prices remain constrained by a well-bid USD, which continues to act as a headwind, and only minimal weakening of the 10-year US bond yield, which dipped slightly below the 1.61% level hit earlier in the week (Chart 8). Ags/Softs: Neutral This week's USDA World Agricultural Supply and Demand Estimates (WASDE) were mostly neutral for grains and bearish for soybeans. Global ending bean stocks are expected to rise almost 5.4% in the USDA's latest estimate for ending stocks in the current crop year, finishing at 104.6mm tons. Corn and rice ending stocks were projected to rise 1.4% and less than 1%, ending the crop year at 301.7mm tons and 183.6mm tons, respectively. According to the department, global wheat ending stocks are the lone standout, expected to fall 2.1% to 277.2mm tons, the lowest level since the 2016/17 crop year. Chart 7 Inflation Surges, Slows, Then Grinds Higher Inflation Surges, Slows, Then Grinds Higher Chart 8 Uncertainty Weighs On Gold Uncertainty Weighs On Gold   Footnotes 1     Please see Copper Surge Welcomes Metal Ox Year, which we published on February 11, 2021.  It is available at ces.bcaresearch.com. 2     China’s move to switch to Indonesian coal at the beginning of this year to replace Aussie coal was disruptive to global markets.  As argusmedia.com reported, this was compounded by weather-related disruptions in Indonesian exports earlier this year.  It is worthwhile noting, weather-related delays returned last month, with flooding in Indonesia's coal-producing regions again are disrupting coal shipments.  We expect these new trade flows in coal will take a few more months to sort out, but they will be sorted. 3    Please see Maoyong Fan, Guojun He, and Maigeng Zhou (2020), " The winter choke: Coal-Fired heating, air pollution, and mortality in China," Journal of Health Economics, 71: 1-17.  4    In August and September, the South China Morning Post reported coal-powered electric generators petitioned authorities to relax price caps, because they faced bankruptcy from not being able to recover the skyrocketing cost of coal. Please see China coal-fired power companies on the verge of bankruptcy petition Beijing to raise electricity prices, published by scmp.com on September 10, 2021. This month, Shanxi Province, which provides about a third of China's domestically produced coal, was battered by flooding, which forced authorities to shut dozens of mines, according to the BBC. Please see China floods: Coal price hits fresh high as mines shut published by bbc.co.uk on October 12, 2021. Power supplies also were lean because of the central government's so-called dual-circulation policies to reduce energy consumption and the energy intensity of manufacturing. This is meant to increase self-reliance of the state. Please see What is behind China’s Dual Circulation Strategy? Published by the European think tank Bruegel on September 7, 2021.   Investment Views and Themes Strategic Recommendations

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 Over the short term – 1-2 years – the pick-up in re-infection rates in Asia and LatAm states with large-scale deployments of Sinopharm and Sinovac COVID-19 vaccines will re-focus attention on demand-side risks to the global recovery (Chart of the Week). The UAE-Saudi impasse re extending the return of additional volumes of OPEC 2.0 spare capacity to the oil market over 2H21 will be short-lived.  The UAE's official baseline production will be increased to 3.8mm b/d from 3.2mm b/d presently, and its output in 2H21 will be adjusted accordingly.  Over the medium term – 3-5 years out – the risk to the expansion of metal supplies needed for renewables and electric vehicles (EVs) will rise, as left-of-center governments increase taxes and royalties, and carbon prices move higher. Rising metals costs will redound to the benefit of oil and gas producers, and accelerate R+D in carbon- and GHG-reduction technologies. Longer-term – 5-10 years out – the active discouragement of investment in hydrocarbons will contribute to energy shortages. In anticipation of continued upside volatility in commodity prices and share values of oil, gas and metals producers, we remain long the S&P GSCI and COMT ETF, and long equities of producers and traders via the PICK ETF. Feature Our conversations with clients almost invariably leads us to considering the risks to our long-standing bullish views for energy and metals. This week, we reprise some of the highlights of these conversations. In the short term, our bullish call on oil is underpinned by the assumption of continued expansion in vaccinations, which we believe will lead to global economic re-opening and increased mobility, as the world emerges from the devastation of COVID-19. This expectation is once again under scrutiny. On the supply side, the very public negotiations undertaken by the UAE and the leaders of OPEC 2.0 – the Kingdom of Saudi Arabia (KSA) and Russia – over re-basing the UAE's production reminds investors there is substantial spare capacity from the coalition available for the market over the short term. The slow news cycle going into the US Independence Day holiday certainly was a fortuitous time to make such a point. Chart of the WeekWorrisome Uptick Of COVID-19 Cases Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views KSA-UAE Supply-Side Worries The abrupt end to this week's OPEC 2.0 meeting was unsettling to markets. Shortly after the meeting ended – without being concluded – officials from the Biden administration in the US spoke with officials from KSA and the UAE, presumably to encourage resolution of outstanding issues and to get more oil into the market to keep crude oil prices below $80/bbl (Chart 2). We're confident the KSA-UAE impasse re extending the return of additional volumes of spare capacity to the oil market over 2H21 will be short-lived. The UAE's official baseline production number (i.e., its October 2018 output level) will be increased to 3.8mm b/d from 3.2mm b/d presently, and its output in 2H21 will be adjusted accordingly. Coupled with a likely return of Iranian export volumes in 4Q21, this will bring prices down into the mid- to high-$60/bbl range we are forecasting. Chart 2US Pushing For Resolution of KSA-UAE Spat US Pushing For Resolution of KSA-UAE Spat US Pushing For Resolution of KSA-UAE Spat Longer term, markets are worried this incident is a harbinger of a breakdown in OPEC 2.0's so-far-successful production-management strategy, which has lifted oil prices 200% since their March 2020 nadir. At present, the producer coalition has ~ 6-7mm b/d of spare capacity, which resulted from its strategy to keep the level of supply below demand. A breakdown in this discipline – in extremis, another price war of the sort seen in March 2020 or from 2014-2016 – could plunge oil markets into a price collapse that re-visits sub-$40/bbl levels. In our view, economics – specifically the cold economic reality of the price elasticity of supply – continues to work for the OPEC 2.0 coalition: Higher revenues are realized by members of the group as long as relatively small production cuts produce larger revenue gains – e.g., a 5% (or less) cut in production that produces a 20% (or more) increase in price trumps a 20% increase in production that reduces prices by 50%. Besides, none of the members of the coalition possess the wherewithal to endure another shock-and-awe display from KSA similar to the one following the breakdown of the March 2020 OPEC 2.0 meeting. We also continue to expect US shale-oil producers to be disciplined by capital markets, and to retain a focus on providing competitive returns to their shareholders, which will limit supply growth to that which maintains profitability. Until we see actual evidence of a breakdown in the coalition's willingness to maintain its production-management strategy, we will continue to assume it remains operative. Worrisome COVID-19 Re-Infection Trends Reports of increased re-infection rates in Latin American and Asia-Pacific states providing Chinese Sinopharm and Sinovac COVID-19 vaccines will re-focus attention on demand-side risks to the global recovery. Conclusive data on the efficacy of these vaccines is not available at present, based on reporting from Health Policy Watch (HPW).1 The vast majority of these vaccines were purchased in Latin America and the Asia-Pacific region, where ~ 80% of the 759mm doses of the two Chinese vaccines were sold, according to HPW's reporting. This will draw the attention of markets to this risk (Chart 3). Of particular concern are the increases in re-infection rates in the Seychelles and Chile, where the majority of populations in both countries were inoculated with one of the Chinese vaccines. Re-infections in Indonesia also are drawing attention, where more than 350 healthcare workers were re-infected after receiving the Sinovac vaccination.2 The risk of renewed global lockdowns remains small, but if these experiences are repeated globally with adverse health consequences, this assessment could be challenged. Chart 3COVID-19 Returning In High-Vaccination States Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Transition Risks To A Low-Carbon Economy Over the medium- to long-terms, our metals views are premised on the expectation the build-out of the global EV fleet and renewable electricity generation – including its supporting grids – will require massive increases in the supply of copper, aluminum, nickel, and tin, not to mention iron ore and steel. This surge in demand will be occurring as governments rush headlong into unplanned and unsynchronized wind-downs of investment in the hydrocarbon fuels that power modern economies.3 The big risk here is new metal supplies will not be delivered fast enough to build all of the renewable generation, EVs and their supporting grids and infrastructures to cover the loss of hydrocarbons phased out by policy, legal and boardroom challenges. Such a turn of events would re-invigorate oil and gas production. Renewable energy and electric vehicles are the sine qua non of the drive to achieve net-zero carbon emissions by 2050. However, the rising price of base metals will add to already high costs of rebuilding power grids to make them suitable for green energy. Given miners’ reluctance to invest in new mines, we do not expect metals prices to drop anytime soon. According to Wood Mackenzie, in 2019 the cost of shifting just the US power grid to renewable energy over the next 10 years will amount to $4.5 trillion.4 Given these cost and supply barriers, fossil fuels will need to be used for longer than the IEA outlined in its recent and controversial report on transitioning to a net-zero economy.5 To ensure that fossil fuels can be used while countries work to achieve their net zero goals, carbon capture utilization and storage (CCUS) technology will need to be developed and made cheaper. The main barrier to entry for CCUS technology is its high cost (Chart 4). However, like renewable energy, the more it is deployed and invested in, the cheaper it will become, following the trend seen in the development of renewable energy and EVs, which were aided by large-scale subsidies from governments to encourage the development of the technology. These cost reductions are already visible: In its 2019 report, the Global CCS Institute noted the cost of implementing CCS technology initially used in 2014 had fallen by 35% three years later. Chart 4CCUS Can Be Expensive Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Metals Mines' Long Lead Times In 2020 the total amount of discovered copper reserves in the world stood at ~ 870mm MT (Chart 5), according to the US Geological Service (USGS). As of 2017, the total identified and undiscovered amount of reserves was ~ 5.6 billion MT.6 The World Bank recently estimated additional demand for copper would amount to ~ 20mm MT p.a. by 2050 (Chart 6).7 Glencore’s recently retired CEO Ivan Glasenberg last month said that by 2050, miners will need to produce around 60mm MT p.a. of copper to keep up with demand for countries’ net zero initiatives.8 Even with this higher estimate, if miners focus on exploration and can tap into undiscovered reserves, supply will cover demand for the renewable energy buildout. Chart 5Copper Reserves Are Abundant Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Chart 6Call On Base Metals Supply Will Be Massive Out To 2050 Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views While recent legislative developments in Chile and Peru, which together constitute ~ 34% of total discovered copper reserves, could lead to significantly higher costs as left-of-center governments re-write these states' constitutions, geological factors would not be the main constraint to copper supply for the renewables energy buildout: Even if copper mining companies were to move out of these two countries, there still is about 570 million MT in discovered copper reserves, and nearly ten times that amount in undiscovered reserves. As we have written in the past, capital expenditure restraint is the principal reason the supply side of copper markets – and base metals generally – is challenged (Chart 7). Unlike in the previous commodity boom, this time mining companies are focusing on providing returns to shareholders, instead of funding the development of new mines (Chart 8). Chart 7Copper Prices Remains Parsimonious Copper Prices Remains Parsimonious Copper Prices Remains Parsimonious Chart 8Shareholder Interests Predominate Metals Agendas Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Of course, it is likely metals miners, like oil producers, are waiting to see actual demand for copper and other base metals pick up before ramping capex. Sharp increases in forecasted demand is not compelling for miners, at this point. This means metals prices could stay elevated for an extended period, given the 10-15-year lead times for copper mines (Chart 9). For example, the Kamoa-Kakula mine in the Democratic Republic of Congo (DRC) now being brought on line took roughly 24 years of exploration and development work, before it started producing copper. Technological breakthroughs that increase brownfield projects’ productivity, or significant increases in the amount of recycled copper as a percent of total copper supply would address some of the price pressures arising from the long lead times associated with the development of new copper supply. Another scenario with a non-trivial probability that threatens the viability of metals investing is a breakthrough – or breakthroughs – in CCUS technology, which allows oil and gas producers to remove enough carbon from their fuels to allow firms using these fuels to achieve their net-zero carbon goals. Chart 9Long Lead Times For Mine Development Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Investment Implications Short-term supply-demand issues affecting the oil market at present are transitory, and do not signal a shift in the fundamentals supporting our bullish call on oil. Our thesis based on continued production discipline remains intact. That said, we will continue to subject it to rigorous scrutiny on a continual basis. Our average Brent forecast for 2021 remains $66.50/bbl, with 2H21 prices averaging $70/bbl. For 2022 and 2023 we continue to expect prices to average $74 and $81/bbl, respectively (Chart 10). WTI will trade $2-$3/bbl lower. Our metals view has become slightly more nuanced, thanks to our client conversations. One of the unintended consequences of the unplanned and uncoordinated rush to a net-zero carbon future will be an improvement in the competitive position of oil and gas as transportation fuels and electric-generation fuels going forward. This will be driven by rising costs of developing and delivering the metals supplies needed to effect the net-zero transition. We expect markets will provide incentives to CCUS technologies and efforts to decarbonize oil and gas fuels, which will contribute to the global effort to arrest rising temperatures. This suggests the rush to sell these assets – which is underway at present – could be premature.9 In the extreme, this could be a true counterbalance to the metals story, if it plays out. Chart 10Our Oil Price View Remains Intact Our Oil Price View Remains Intact Our Oil Price View Remains Intact     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 monthly OPEC 2.0 meeting ended without any action to increase monthly supplies, following the UAE's bid to increase its baseline reference production – determined based on October 2018 production levels – to 3.8mm b/d, up from 3.2mm b/d. S&P Global Platts reported the UAE's Energy Minister, Suhail al-Mazrouei, advanced a proposal to raise its monthly production level under the coalition's overall output deal, while KSA's energy minister, Prince Abdulaziz bin Salman, insisted the UAE follow OPEC 2.0 procedures in seeking an output increase. We do not expect this issue to become a protracted standoff between these states. The disagreement between the ministers is procedural to substantive. Remarks by bin Salman last month – to wit, KSA has a role in containing inflation globally – and his earlier assertions that production policy of OPEC 2.0 would be driven by actual oil demand, as opposed to forecasted oil demand, suggest the Kingdom is not aiming for higher oil prices per se. Base Metals: Bullish Spot benchmark iron ore (62 Fe) prices traded above $222/MT this week in China on the back of stronger steel demand, according to mining.com (Chart 11). Market participants are anticipating further steel-production restrictions and appear to be trying to get out in front of them. Precious Metals: Bullish The USD rally eased this week, allowing gold prices to stabilize following the June Federal Open Market Committee (FOMC) meeting. In the two weeks since the FOMC, our gold composite indicator shows that gold started entering oversold territory (Chart 12). We believe gold prices will start correcting upwards, expecting investor bargain-hunting to pick up after the price drop. The mixed US jobs report, which showed the unemployment rate ticked up more than expected, implies that interest rates are not going to be raised soon. Our colleagues at BCA Research's US Bond Strategy (USBS) expect rates to increase only by end-2022.10 This, along with slightly higher odds of a potential COVID-19 resurgence, will support gold prices in the near-term. Ags/Softs: Neutral The USDA's Crop Progress report for the week ended 4 July 2021 showed 64% of the US corn crop was in good to excellent condition, down from the 71% reported for the comparable 2020 date. The Department reported 59% of the bean crop was in good to excellent shape vs 71% the year earlier. Chart 11 BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI) GOING DOWN BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI) GOING DOWN Chart 12 Sentiment Supports Oil Prices Sentiment Supports Oil Prices     Footnotes 1     Please see Are Chinese COVID Vaccines Underperforming? A Dearth of Real-Life Studies Leaves Unanswered Questions, published by Health Policy Watch, June 18, 2021. 2     According to HPW, the World Health Organization's Emergency Use Listing for these two vaccines "were unique in that unlike the Pfizer, AstraZeneca, Moderna, and Jonhson & Johonson vaccines that it had also approved, neither had undergone review and approval by a strict national or regional regulatory authority such as the US Food and Drug Administration or the European Medicines Agency. Nor have Phase 3 results of the Sinopharm and Sinovac trials been published in a peer-reviewed medical journal.  More to the point, post-approval, any large-scale tracking of the efficacy of the Sinovac and Sinopharm vaccine rollouts by WHO or national authorities seems to be missing." 3    Please see A Perfect Energy Storm On The Way, which we published on June 3, 2021 for additional discussion.  It is available at ces.bcaresearch.com. 4    Please refer to The Price of a Fully Renewable US Grid: $4.5 Trillion, published by greentechmedia 28 June 2019. 5    Please refer to the IEA's Net Zero By 2050, published in May 2021. 6    Please refer to USGS Mineral Commodity Summaries, 2021. 7     Please refer to Minerals for Climate Action: The Mineral Intensity of the Clean Energy Transition, published by the World Bank. 8    Please refer to Copper supply needs to double by 2050, Glencore CEO says, published by reuters.com on June 22, 2021. 9    Please see the FT's excellent coverage of this trend in A $140bn asset sale: the investors cashing in on Big Oil’s push to net zero published on July 6, 2021. 10   Please refer to Watch Employment, Not Inflation, published by the USBS on June 15, 2021.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image