Softs

Executive Summary Will The War Stall The Expected Downturn In Inflation This Year? The Russia/Ukraine conflict is impacting financial markets across numerous channels – uncertainty, risk aversion, growth expectations & inflation expectations – but all have a common link through soaring commodity prices, most notably for oil. For global bond investors, allocations to inflation-linked bonds are a necessary hedge to the war and the associated commodity shock, particularly with breakevens in most countries re-establishing the link to oil prices. We recommend investors maintain neutral allocations to inflation-linked bonds versus nominal government bonds across the developed world until there is greater clarity on future global oil production. Markets are discounting a peak in interest rates at the low end of the Bank of Canada’s neutral range, which is reasonable given high household debt levels in Canada. This creates an opportunity for bond investors to go long Canadian government bonds versus US Treasuries. Bottom Line: The supply premium on global oil prices will persist until there are signs of more global oil production or less chaos in the Ukraine – neither of which is imminent. Maintain neutral allocations to inflation-linked bonds versus nominal government debt across the developed markets. Feature Chart 1A Broad-Based Surge In Commodity Prices The Russia/Ukraine war has sent an inflationary shock though the world through a very traditional source – rising commodity prices. Energy prices are getting most of the attention, with oil prices back to levels last seen in 2008 and US gasoline prices now above $4 per gallon. The commodity rally is not just in energy, though. Industrial metals prices have also gone up substantially, with the spot prices for copper and aluminum hitting an all-time-high and 16-year-high, respectively (Chart 1). Agricultural commodities have seen even larger increases, with the price of wheat up 22% and the price of corn up 11% since the Russian invasion began on February 24th. Europe is acutely exposed to the war-driven spike in energy prices given its reliance on Russia for natural gas supplies. Natural gas prices in Europe have spiked a staggering 117% since the invasion started, exacerbating a sharp demand/supply imbalance dating back to the reopening of Europe’s economy from COVID lockdowns one year ago (Chart 2). To date, booming energy prices have fueled a huge rise in headline inflation rates in the euro area – producer prices were up 31% on a year-over-year basis in January – but with little trickle down to core inflation which was only up 2.3% in January. High energy prices are not only a problem for global growth and inflation, but also for the future policy moves by central banks. Inflation rates boosted over the past year by commodity supply squeezes and supply chain disruptions were set to decline this year, but the Ukraine shock has thrown that into question. If the benchmark Brent oil price were to hit $150/bbl, this would end the decelerating trend for energy price inflation momentum, on a year-over-year basis, that has been in place since mid-2021 (Chart 3). That means a higher floor for the energy component of inflation indices, and thus overall headline inflation rates, throughout the major economies in the coming months. Chart 2Europe's Reliance On Russian Natural Gas Is A Big Problem​​​​​ Chart 3Will The War Stall The Expected Downturn In Inflation This Year?​​​​​ Chart 4The Oil Price Spike Makes Life More Difficult for CBs How will bond markets respond to higher-than-expected inflation? Rate hike expectations have been highly correlated to the trend of headline inflation in the US, Europe, UK, Canada and Australia over the past year (Chart 4). Currently, overnight index swap (OIS) curves are still discounting between 5-6 rate hikes from the Fed, the Bank of England, the Bank of Canada and the Reserve Bank of Australia before the end of 2022. A single rate hike is still priced into the European OIS curve, even with the Ukraine shock. Global bond yields have been volatile, but surprisingly resilient despite the worries about war and commodity inflation. The 10-year Treasury yield has been trading in a range between 1.7% and 2% since the Russian offensive began, while the 10-year German Bund yield has hovered around 0%. Bond markets are pricing in a stagflation-type outcome of slowing growth and rising inflation, as multiple rate hikes are still discounted despite the geopolitical risks from the war. That reduces the value of using increased duration exposure to position for risk-off moves in a bond portfolio. At the same time, real bond yields are falling and breakeven rates are rising for global inflation-linked bonds – a part of the fixed income universe that looks to offer good protection against the uncertainties of war. Inflation-Linked Bonds – A Good Hedge Against War Risks Since the Russian invasion began, breakeven inflation rates on 10-year inflation-linked bonds have moved higher in the US (+13bps), Canada (+19bps), Australia (+15bps) and even Japan (+15bps). The moves have been even more significant on the European continent – 10-year breakevens have shot up in the UK (+23bps), Germany (+45bps), France (+31bps) and Italy (+36bps). Chart 5Inflation Breakevens Are Rising, Especially In Europe The absolute levels of breakevens in Europe are high in the context of recent history (Chart 5). However, breakevens also look a bit stretched in other countries like the US. Our preferred metric to evaluate the upside potential for inflation-linked bonds is our Comprehensive Breakeven Indicators (CBI). The CBI for each country is comprised of three components: the deviation of 10-year breakevens from our model-implied fair value, the spread between 10-year breakevens and longer-term survey-based inflation expectations (the “inflation risk premium”) and the gap between actual inflation and the central bank inflation target. Those three components are all standardized and added together with equal weights to come up with the CBI. A higher CBI reading suggests less potential for inflation breakevens to widen, and vice versa. Currently, the CBIs for the eight countries in our Model Bond Portfolio universe are close to or above zero, suggesting more limited scope for breakevens to widen further (Chart 6). Only in Canada is the CBI below zero, and only slightly so as high realized Canadian inflation is offset by breakevens trading below both fair value and survey-based measures of inflation (Chart 7). Chart 6Global Inflation Breakeven Valuations Are Not That Cheap In the US, the CBI is above zero mostly because of high realized US inflation. In Europe, the CBIs of the UK, Germany and Italy all are well above zero, while in France the CBI is close to zero. The UK has the highest CBI in our eight-country universe, with all three components contributing roughly equally (Chart 8). The Japanese CBI is also just above the zero line. Chart 7Some Mixed Signals On Inflation Breakeven Valuations​​​​​​ Chart 8European Breakevens Have Adjusted Sharply To The Energy Shock​​​​​​ We have been recommending a relative cautious allocation to global breakeven bonds in recent months. We saw the upside potential on breakevens as capped given the dearth of “cheap” signals on breakevens from our CBIs, especially with central banks moving towards monetary tightening in response to elevated inflation – moves intended to restore inflation-fighting credibility with bond markets. Yet the Ukraine commodity shock has boosted inflation breakevens even in countries with modest underlying (non-commodity) inflation like Japan and the euro area. We now see greater value in owning inflation-linked bonds in global bond portfolios as a hedge against the inflation risks stemming from the Ukraine and the worsening geopolitical tensions between the West and Russia. This is true even without the typical positive signal for breakevens from having CBIs below zero. We recommend that fixed income investors maintain a neutral allocation to inflation-linked bonds in dedicated government bond portfolios across the entire developed market “linker” universe. In our model bond portfolio, we had been allocating to linkers based off the signal from the CBIs, but in the current stagflationary war environment, we see country allocations as secondary to having neutral exposure to linkers in all countries. The new weightings to inflation-linked bonds are shown in the model bond portfolio tables on pages 12-14.1 Bottom Line: For global fixed income investors, allocations to inflation-linked bonds are a necessary hedge to the war and the associated commodity shock, particularly with breakevens in most countries re-establishing the link to oil prices. Canada Update: BoC Liftoff At Last The Bank of Canada (BoC) raised its policy interest rate by 25bps to 0.5% last week, commencing the start of the first rate hike cycle since 2018. The move was no surprise after BoC Governor Tiff Macklem signaled at the January monetary policy meeting that the start of a rate hiking cycle was imminent. The Canadian Overnight Index Swap (OIS) curve is discounting another 171bps of hikes in 2022, with a peak rate of 1.98% reached by March 2023 - near the low-end of the BoC’s range of neutral rate estimates between 1.75% and 2.75% (Chart 9). Chart 9Markets Discounting A Shallow BoC Rate Hiking Cycle, Even With High Inflation The BoC noted that the Canadian economy was recovering faster than expected from the effects of the Omicron variant and the associated restrictions on activity, coming off a robust 6.7% annualized real GDP growth rate in Q4/2021. The BoC now estimates that economic slack created by the pandemic shock has been fully absorbed, with the unemployment rate at 6.5%. Canadian headline inflation reached a 32-year high of 5.1% in January (Chart 10) – a level that Governor Macklem bluntly called “too high” in a speech the day following the rate hike. The BoC’s CPI-trim measure that excludes the most volatile components is also at an elevated reading of 4%, suggesting that the higher inflation is broad based. The BoC sees persistent high inflation as a risk to the stability of medium-term inflation expectations, thus justifying tighter monetary policy. According the latest BoC Survey of Consumer Expectations, Canadians expect inflation to be 4.1% over the next two years and 3.5% over the next five years, both of which are above the BoC’s 1-3% inflation target band. So with a robust economy, tight labor market, inflation well above the BoC target and elevated consumer inflation expectations showing no signs of settling, why is the OIS curve discounting such a relatively low peak in the BoC policy rate? The answer lies with Canada’s housing bubble and the associated high household debt levels. In a recent Special Report, our colleagues at The Bank Credit Analyst estimated that the neutral rate in Canada was no higher than 1.75%- the previous peak in rates during the 2017-2018 tightening cycle. A big reason for that was the high level of Canadian household debt, which now sits at 180% of disposable income. This compares to the equivalent measure in the US of 124%, showing that unlike their southern neighbors, Canadian households had little appetite for deleveraging after the 2008 financial crisis (Chart 11). Chart 10Good Reasons For A More Aggressive BoC​​​​​​ Chart 11A Big Reason For A Less Aggressive BoC​​​​​​ Chart 12Position For Narrower Canada-US Bond Spreads The Bank Credit Analyst report estimated that if the BoC hiked rates to 2.5% over the next two years – just below the high end of the BoC neutral range – the Canadian household debt service ratio would climb to a new high of 15.5% (bottom panel). This would greatly restrict Canadian consumer spending and likely trigger a sharp pullback in both housing demand and real estate prices. The conclusion: the neutral interest rate in Canada is likely closer to the peak seen during the previous 2018/19 hiking cycle around 1.75%. We have been recommending an underweight stance on Canadian government bonds in global fixed income portfolios dating back to the spring of 2021. However, with markets now discounting a peak in rates within plausible estimates of neutral, the window for additional underperformance of Canadian government bonds may be closing - but not equally versus all developed economies. We have found that a useful leading indicator of 10-year cross-country government bond yield spreads is the differential between our 24-month discounters. The discounters measure the cumulative amount of short-term interest rate increases over the next two years priced into OIS curves. Currently the “discounter gaps” are signaling room for Canadian spread widening versus the UK and Japan and, to a lesser extent, core Europe (Chart 12). However, the discounter gap is pointing to significant potential for narrowing of the Canada-US 10-year spread over the next year (top panel). This would occur even if the BoC follows the Fed with rate hikes in 2022, as the Fed is likely to deliver more increases in 2023/24 than the BoC. This week, we are introducing two new recommended positions to benefit from narrower Canada-US government bond spreads: We are reducing the size of our underweight position in our model bond portfolio in half, offset by a reduction in the allocation to US Treasuries (see the table on page 13). We are introducing a new trade in our Tactical Overlay, going long Canadian 10-year government bond futures versus selling 10-year US Treasury futures on a duration-matched basis (the specific details of the trade can be found in the table on page 15) We are maintaining our cyclical underweight recommendation on Canada, in a global bond portfolio context, given the potential for Canadian yield spreads to widen versus core Europe, Japan and the UK. That underweight recommendation will be more concentrated versus countries relative to the US. Bottom Line: Markets are discounting a peak in interest rates at the low end of the Bank of Canada’s neutral range, which is reasonable given high household debt levels in Canada. This creates an opportunity for bond investors to go long Canadian government bonds versus US Treasuries.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1      The allocations to inflation-linked bonds shown in the model bond portfolio reflect both the recommended country weights and the recommended weighting of linkers versus nominal bonds within each country.  For example, we are neutral US TIPS versus nominal bonds within the US Treasury component of the portfolio, but since we are also underweight the US as a country allocation, the TIPS allocation is below the custom benchmark index weight. GFIS Model Bond Portfolio Recommended Positioning     Active Duration Contribution: GFIS Recommended Portfolio Vs. Custom Performance Benchmark The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Global Fixed Income - Strategic Recommendations* Cyclical Recommendations (6-18 Months) Tactical Overlay Trades

Highlights Industrial commodity and ag markets will continue to pull widely followed inflation gauges higher, as global fuel and fertilizer prices remain well bid (Chart of the Week). Unplanned production outages in Libya, faltering supply growth within OPEC 2.0 and a bullish read-through on demand in the wake of relatively mild public-health effects due to the omicron variant will keep oil prices well supported over the short term. Base metals prices will be pulled higher by the ongoing energy crises in Europe and China, which are forcing refiners to shutter capacity as fuels are re-directed to human needs. This is compounded by lockdowns in China – home to ~ 50% of global refining capacity – due to its zero-tolerance COVID-19 policy. These energy crises also are pulling grains higher, as farmers deal with soaring fertilizer costs – driven by soaring natgas prices – this year. Longer term – 2024 and beyond – industrial-commodity production will be concentrated in the hands of a few large producers. More explicit carbon pricing and ESG-induced cost increases will have to be recovered in higher wholesale prices for oil and metals. Grains will remain subject to volatile input costs, and erratic weather. We continue to favor broad-based exposure to commodities vis the S&P GSCI and the COMT ETF. Feature Fundamental supply-demand conditions in commodity markets – largely out of the control of fiscal- and monetary-policymakers – will continue to pull inflation gauges higher this year and for the rest of the 2020s. Oil markets are tight and getting tighter, owing to a dearth of capex since the price collapse triggered by OPEC's market-share war in 2014 (Chart 2). The same is true for base metals, where capex also has languished.1 Chart of the WeekCommodities Continue To Contribute To Global Inflationary Pressures Ag markets are confronting massive cost increases brought about by natgas shortages that first surfaced in 2021 and will continue to dog European and Asian fertilizer markets this year (Chart 3). These tight conditions leave markets vulnerable to unexpected supply and demand shocks, no matter how short-lived they might be. This is easily seen in oil markets: A force majeure declaration by Libya's national oil company following unplanned production shutdowns and pipeline maintenance pulled output below 800k b/d, or 30% lower than November 2021 levels, and almost completely neutralized a supply increase agreed by OPEC 2.0 earlier this week. Combined with what appears to be a relatively sanguine read-through on the impact of surging omicron infections in major consuming markets, these developments took prompt Brent back above $80/bbl.2 Chart 3Tight Natgas Markets Drive Fertilizer/Grain Prices Higher Oil Price Strength Will Persist Longer term – 2024 and beyond – OPEC 2.0's capacity to increase oil supply will be concentrated in the hands of a few large producers, while US shale-oil producers will face tougher ESG hurdles, which will raise their costs. More explicit carbon pricing also will raise costs. These cost increases will have to be recovered in higher prices. OPEC 2.0’s raison d'être at its inception in 2016 was to regain control over the level of global oil inventories. It has been remarkably successful in this endeavour, despite massive geopolitical uncertainty and a global pandemic (Chart 4). We do not expect any course changes over the coming years. What will change, however, are the fortunes of states in this coalition capable of increasing supply as global demand increases. At present, the Kingdom of Saudi Arabia (KSA) and Russia are the putative leaders of OPEC 2.0, and are two of the five states that can increase production at present (Iraq, the UAE and Kuwait also are in that group). By the end of this decade, the leadership of the coalition could come down to KSA and the UAE. While not certain, the US EIA expects Russia's output to level off and then gradually decline over the course of this decade. (Chart 5).3 Russia will remain a significant producer in the coalition, but it likely will be managing declining output as opposed to fighting for higher market share. Chart 4OPEC 2.0s Strategy Works Producers outside the OPEC 2.0 coalition – i.e., the price-taking cohort – have gone to great lengths to improve the attractiveness of their equity, and to maintain access to debt markets to fund their growth. These goals will not support any effort to increase production at the risk of reducing ROEs, as this would set efforts to regain investors' and lenders' favor back years. Going forward, capital markets, climate activists in board rooms and courtrooms, and an increasing load of ESG-related measures – most not yet even defined – will become central to the price-taking cohort's operations and returns. These will impose additional costs on the production of hydrocarbons, with explicit carbon pricing only one of many costs that will have to be recovered in higher prices. Base Metals Again Hit By Gas Shortages Shortages of natural gas continue to plague Europe: According to Gazprom, the Russian state-owned gas company, the continent has withdrawn more than 45% of total gas injected into storage this year, with peak winter in the Northern Hemisphere still to come.4 Just over 20% of power generation in Europe is gas-fired, which means tight gas markets drive gas prices and power prices higher. This power crunch is hitting the continent’s supply of refined aluminum and zinc particularly hard, which means global supplies also are being hit hard. Europe is responsible for ~ 12.5% and ~ 18% of global primary aluminum and zinc slab production, respectively. Low inventories at the start of winter, and cold weather is forcing European natgas to be directed to human needs at the expense of power generation. This has resulted in shutdowns of aluminum smelters in Europe – e.g., Aluminium Dunkerque Industries France was forced to curb production in the second half of December. Around the same time, Trafigura’s Nyrstar – which has the capacity to produce ~ 5.2% of global refined zinc – also announced plans to shut its zinc operations in France beginning January, citing high power prices. While power rationing has helped stabilize an earlier crisis in the world’s largest refined copper, aluminum, and zinc producer, the odds China’s power crisis will worsen has increased, following Indonesia's coal export ban in January to preserve the fuel for domestic energy security. China’s plans to curb air pollution ahead of the Winter Olympics next month will also dampen refining activity. Base metals also are contending with a new fundamental supply risk: Political uncertainty in the critically important producing states of Chile and Peru, the world’s largest producers of the red metal. Gabriel Boric, the new Chilean president, supports higher taxes on copper mining firms, as does his Peruvian counterpart Pedro Castillo. Boric’s election also signals more scrutiny on ore miners’ environmental practices – putting additional ESG-induced costs into wholesale copper prices. The uncertainty surrounding Peru’s constitutional rewrite, with the possibility for a change in mining rules to favor wealth redistribution and the environment will deter mining investments, according to Diego Hernandez, head of Sonami, the Chilean mining society. In Peru, the motion to and failure to impeach Castillo last month will increase political uncertainty, potentially reducing investors’ faith in the country’s mining sector. All of this has a chilling effect on investment in markets that are starved for capex.5 The lack of stable supply and low inventories have caused major price surges over the last year for industrial metals (Chart 6). We expect prices to rise and maintain higher levels over the course of this decade. Base metals production likely will fall short of demand as the world undertakes the green energy transition. Chart 6Copper Inventories Drawing Hard Investment Implications Industrial commodity markets are tightening over the short term and are on course to tighten further as the current decade progresses. This will raise the cost of the energy transition, as higher prices will be required to spur new supply investments in base metals, which are the sine qua non for this transition. This also will spur additional investment in oil and natgas supply, since these already have the infrastructure in place to move supply to market in order to meet the rising demand for energy we expect going forward. We will be exploring these themes throughout the year, particularly the implications for policy around the development of carbon-capture technologies – especially in natgas markets – and nuclear power, both of which may be the most "shovel ready" sources of incremental energy supply this decade.   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 European natgas prices are once again rallying as inventories continue to be drawn down hard due to cold weather, reduced gas supplies from Russia, and higher demand generally (Chart 7). By the end of 2021, European natgas inventories were 57% full, vs the seasonal norm of 72%. At the end of December, close to 50 LNG tankers from the US were sailing to European destinations. As 2022 opens, the European TTF price for natural gas rose 30% to €94/MWh off their recent lows. Cargoes now will be bid in Asia, particularly in China, due to a halt in coal exports during January from Indonesia announced by the government at year end. China had replaced Australian coal imports with Indonesian-sourced material last year. Base Metals: Bullish MMG Ltd’s Las Bambas mine in Apurímac, Peru will restart operations after suspending production in late December. The mine's owner enacted the suspension following a month-long blockade at one of its key roads by the Chumbivilcas community. Prime Minister, Mirtha Vasquez travelled to the region to ensure the conflicting parties reached an agreement.  Las Bambas mine makes up ~2% of global mined copper supply and its tax payments are a significant source of government revenue. While an agreement was reached to lift the blockade, it did not address the Chumbivilcas’ primary concerns. The community wants the mine to employ more locals and provide higher cash contributions to support local infrastructure. This elevates the likelihood of further blockades and supply disruptions this year. Since it commenced operations in 2016, the Las Bambas mine has dealt with blockades over key roads on and off for over 400 days.  Ags/Softs:Neutral Global fertilizer markets will remain tight as natgas prices resume their rally and drive input costs higher. This will contribute to rising food price inflation and may result in global food shortages in 2022. High fertilizer prices might encourage farmers to delay planting this year, in the hope prices will fall. This risks increasing price volatility if too many farmers wait too long to apply fertilizers for their spring crops. Footnotes 1     Please see our most recent update on these factors in 2022 Key Views: Past As Prelude For Commodities, which we published on December 16, 2021. It is available at ces.bcaresearch.com. 2     Please see Libyan crude output falls below 800,000 b/d published by argusmedia.com on January 4, 2022, and Oil futures: Prices steady after OPEC+ hike, Brent close to $80/b published by qcintel.com on January 5, 2022. 3    In its December 2021 assessment of Russia's oil-production potential, the US EIA noted: "… declining output from Russia’s more mature fields (primarily in Western Siberia, Russia’s largest oil producing region) may offset the production growth coming from greenfield development, which may result in Russia’s crude oil production declining by the end of the 2020s decade. In addition to greenfield development, companies are increasing drilling at some existing mature oil fields and are tying in smaller fields to existing infrastructure at larger fields to help increase recovery rates and mitigate some of the production decline. However, brownfield development efforts in Russia are unlikely to reverse the decline in production in the longer term." Please see Country Analysis Executive Summary: Russia, published by the EIA on December 13, 2021. 4    Please refer to Hoping for cheaper gas to come, Europe reverses Russian link to tap storage, published by Reuters on December 30, 2021. 5    Please see Add Local Politics To Copper Supply Risks, which we published on November 25, 2021 for additional discussion   Investment Views and Themes Strategic Recommendations Trades Closed in 2021

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 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 Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) To Dec23 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 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 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 Chart 7Investors 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 10… And Fertilizer Costs Will Push Grains, Beans 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

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 Chart 2Feedthrough 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. 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). 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 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... Chart 9...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. 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 Chart 12...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 Chart 14   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 Chart 2Coal 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 … Chart 4… But The Nominal USD Value Rises Chart 5China's Official PMIs, Export And In-Hand Orders Weaken 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 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 Chart 8   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

Next week is the BCA Annual Conference, at which I will debate Professor Nouriel Roubini on ‘The Outlook For Cryptocurrencies’. I will make the passioned case for cryptos, and Nouriel will make the passioned case against. I do hope that many of you can join the debate, as well as the other insightful sessions at the conference. As such, there will be no report next week and we will be back on October 28. Highlights The anomaly of the current ‘inflation crisis’ is not that goods and commodity prices have surged. The anomaly is that state intervention protected services prices from a massive (and continuing) negative demand shock. Absent the state intervention, there would not be the current ‘inflation crisis’. On a 6-12-month horizon: Underweight the durables-heavy consumer discretionary sector versus the market. Underweight commodities that have not yet sharply corrected versus those that have sharply corrected. For example, underweight tin versus iron ore. From the current ‘inflation crisis’, the real surprise could be how low inflation ends up 12 months from now. Hence, stay overweight US T-bonds versus US TIPS. Fractal analysis: Natural gas, plus industrial metals versus industrial metal equities. Feature Chart of the WeekServices Prices Suffered In The Post-GFC Services Slump... Chart of the Week...But Not In The Post-Pandemic Services Slump. Why Not? The great writers, artists, and musicians tell us that the most profound messages often come from what is not said, not painted, and not played. What does not happen is sometimes more significant than what does happen. In this vein, we believe that the real story of the current ‘inflation crisis’ is not what has happened to goods and commodity prices, but what has not happened to services prices. The real story is that while goods and commodity prices have reacted exactly as would be expected to a positive demand shock, services prices have not reacted as would be expected to the mirror-image negative demand shock. The Anomaly Is Not Goods Prices, It Is Services Prices The following analysis quantifies the impact of the pandemic on different parts of the economy by examining the deviations of current spending and prices from their pre-pandemic trends. The analysis uses US data simply because of its timeliness and granularity, but the broad patterns and conclusions apply equally to most other developed economies. Looking at the overall economy, we know that, thus far, we have experienced neither a lasting negative demand shock from the pandemic, nor a lasting positive demand shock from the ensuing stimulus. We know this, because current spending is not far short of its pre-pandemic trend. The real story of the current ‘inflation crisis’ is not what has happened to goods and commodity prices, but what has not happened to services prices. Yet when we drill down to the components of spending, we see a different story. The pandemic and its policy response unleashed a massive and unprecedented displacement of spending from services to goods (Chart I-2). Chart I-2The Pandemic Unleashed A Massive Displacement Of Spending From Services To Goods By March 2021, while US spending on services was still below its pre-pandemic trend by $700 billion, or 8 percent, the displacement of those dollars of spending had boosted spending on the smaller durable goods component by 26 percent. Suffice to say, a 26 percent excess demand for durable goods cannot be satisfied by a modern manufacturing sector that utilises just-in-time supply chains and negligible spare capacity! As surging demand met relatively fixed supply, the price of durable goods skyrocketed to the current 11 percent above its pre-pandemic trend (Chart I-3). Chart I-3The Inflation In Durables Prices Is Rational, The Absence Of Deflation In Services Prices Is Irrational It follows that the inflation in durables prices is the perfectly rational outcome of a classic positive demand shock – meaning, surging demand in the face of limited supply. What is much less rational is that a massive negative demand shock for services has had almost no negative impact on services prices. This is the untold story of the current ‘inflation crisis’ which requires further explanation. Government Intervention Prevented A Collapse In Services Prices If the pandemic had unleashed a classic negative demand shock for services, then services prices would have collapsed. We know this because in the aftermath of the global financial crisis (GFC), services prices fell below their pre-GFC trend exactly in line with the decline in services demand. But in the aftermath of the pandemic’s massive negative shock for services spending, services prices have remained on their pre-pandemic trend (Chart of the Week). The question is, how? The answer is that this was not a classic negative demand shock. The reason that service spending collapsed was that a large swathe of services – such as leisure and hospitality – became unavailable because of mandated shutdowns or lockdowns. In this case, there was no point in reducing prices to reattract demand from durable goods because nobody could buy these services anyway! In effect, while the goods sector remained subject to market forces, a large swathe of the service sector came under state intervention, and was no longer subject to market forces. Meanwhile, statisticians continued to record the seemingly unaffected price of eating out or going to the theatre, even though most restaurants and entertainment venues were shuttered, making their prices meaningless. Absent state intervention in the services sector, we would not be talking about the current ‘inflation crisis’. Absent state intervention, these service providers would have had to reduce their prices to attract wary consumers amid a pandemic. This we know from Sweden, the one major economy that did not have any mandated shutdowns or lockdowns. While leisure and hospitality have remained largely open, Sweden’s services prices have declined markedly from their pre-pandemic trend – in sharp contrast to the unchanged trend in the US (Chart I-4). Chart I-4Services Prices Have Declined In Non-Interventionist Sweden, But Not In The Interventionist US Hence, while inflation now stands at a sedate 2 percent in Sweden, it stands at a hot 5 percent in the US. If the US (and other country) governments had not intervened in the services sector, then the evidence from the GFC in 2008 and Sweden today strongly suggests that services prices would be below their pre-pandemic trend, offsetting goods prices that are above their pre-pandemic trend. The result would be that the overall price level would be on, or close to, its pre-pandemic trend. Just as overall spending is on its pre-pandemic trend. To repeat the key message of this analysis, the anomaly in most economies is not that goods and commodity prices have surged. The price surge is the perfectly rational response to a positive demand shock. The anomaly is that services prices did not react negatively to a negative demand shock (Chart I-5 and Chart I-6), as they did post-GFC and post-pandemic in non-interventionist Sweden. Chart I-5The Anomaly Is Not That Goods Prices ##br##Rose... Chart I-6...The Anomaly Is That Services Prices Did Not Fall The untold story is that, absent state intervention in the services sector, we would not be talking about the current ‘inflation crisis’. What Happens Next? The surging demand for durables is correcting. Since March, it is already down by 15 percent but requires a further 7 percent decline to reach its pre-pandemic trend, which we fully expect to happen. After all, there are only so many smartphones and used cars that you can own! Meanwhile, as manufacturers respond with a lag to recent high prices, expect a tsunami of durables supply to hit in 6-12 months just as demand has fallen off a cliff. The result will be a major threat to any durable good or commodity price that has not already corrected. As a salutary warning of what lies ahead, witness the recent 75 percent crash in lumber prices. The same principle applies to non-durables such as food and energy. Non-durables spending is likely to fall back to its pre-pandemic trend, and non-durables prices are likely to follow. Again, outside a short-lived surge in demand from, say, a very cold winter, there is only so much energy and food that you can consume. For services, there are two opposing forces. The inflationary force is that the recent inflation in goods will transmit into wages and therefore into services prices. Against this, the deflationary force is that structural changes, such as hybrid home/office working, mean that services spending will struggle to make the near 6 percent increase to reach its pre-pandemic trend. Underweight the durables-heavy consumer discretionary sector versus the market. Pulling these effects together, we reiterate three investment recommendations on a 6-12 month horizon: Underweight the durables-heavy consumer discretionary sector versus the market (Chart I-7). Underweight commodities that have not yet sharply corrected versus those that have sharply corrected. For example, underweight tin versus iron ore. From the current ‘inflation crisis’, the real surprise could be how low inflation ends up 12 months from now. Hence, stay overweight US T-bonds versus US TIPS. Chart I-7As Durables Spending Normalises, The Durables-Heavy Consumer Discretionary Sector Underperforms Natural Gas Prices Are Technically Extreme The surge in natural gas prices in both Europe and the US has reached a point of extreme fragility on its 130-day fractal structure. Hence, if the tight fundamentals show the slightest signs of abating, natural gas prices would be vulnerable to a sharp reversal (Chart I-8). Chart I-8Natural Gas Prices Are Technically Extreme Elsewhere, we see an arbitrage opportunity between industrial metal prices, which are still close to highs, and industrial metal equities, which have plunged by 20 percent since May. The relationship between the underlying metal prices and the metals equities sector is now stretched versus its history, and on its composite 65/130-day fractal structure (Chart I-9). Chart I-9The Relationship Between Metal Prices And Metal Equities Is Stretched Hence, the recommended trade is to go short the LMEX Index/ long nonferrous metals equities. One way to implement the long side of the pair is through the ETF PICK. Set the profit target and symmetrical stop-loss at 8 percent.   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System Fractal Trades 6-Month Recommendations Structural And Thematic Recommendations Closed Fractal Trades   Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations  

Highlights Equity valuations are extremely stretched versus bonds, so there is little wiggle room for bonds to sell off before pulling down large tracts of the stock market. We estimate that bond yields can rise by no more than 30 bps, before the Fed is forced to talk them back down again. Starting from an earnings yield that is extreme versus its history, we should prudently assume that the prospective long-term real return from equities will be far below the current earnings yield of 4.6 percent, and closer to zero, even if not actually negative. In capitalist economies, gluts may or may not lead to shortages; but shortages always lead to gluts. In other words, the current inflation is sowing the seeds of its own destruction. Hence, we reiterate our structural recommendation to overweight US T-bonds versus US TIPS. Fractal analysis: Cotton, and Polish equities. Feature Chart of the WeekTech Stocks Have Been Tracking The 30-Year T-Bond Price One-For-One Equity valuations are extremely stretched versus bonds. The upshot is that there is little wiggle room for bonds to sell off before pulling down large tracts of the stock market. This is not just an abstract hypothesis – it is an empirical fact, as recent market action is making painfully clear. Since February, the global tech sector has tracked the 30-year T-bond price almost one-for-one. The near perfect fit proves that the tech (and broader growth stock) rally has been entirely premised on the bond market rally. Hence, on the three occasions that bonds have sold off sharply – including in the last couple of weeks – tech stocks have sold off sharply too (Chart of the Week). Put simply, the performance of the tech sector is being driven by the change in its valuation, and the change in its valuation is being driven by the change in the bond yield (Chart I-2). Chart I-2Tech Stock Valuations Are Being Driven By The Bond Yield Of course, stock prices are also premised on earnings. So, given enough time, rising earnings can make valuations less stretched, adding more wiggle room for bonds to sell off. The trouble is that a change in earnings happens much more gradually than can a change in valuation – a 10 percent rise in earnings can take a year, whereas a 10 percent fall in valuation can happen in a week. Bond Yields Remain The Dominant Driver Of The Stock Market For the next few months at least, the movement in bond yields will remain the dominant driver of the most stretched parts of the stock market and, by extension, the overall market itself. This is especially true for the growth-heavy S&P 500 which, since March, has been tracking the 30-year T-bond price one-for-one (Chart I-3). Chart I-3The S&P 500 Has Also Been Tracking The 30-Year T-Bond Price One-For-One The key question for investors is, what is the upper limit to bond yields before stock market damage causes the Federal Reserve to talk them down again? To answer this question, our working assumption is that a 15 percent drawdown in growth stocks would damage the growth-heavy S&P 500 enough – and thereby worsen ‘financial conditions’ enough – for the Fed to change its tone. Based on this year’s very tight relationship between tech stocks and the 30-year T-bond yield, a 15 percent drawdown would occur if the 30-year T-bond yield increased to 2.4 percent from 2.1 percent today (Chart I-4). Chart I-4The Fed's 'Pain Point' Is Only 30 Basis Points Away This confirms our view that the resistance level to long-duration bond yields is around 30 bps above current levels, equivalent to around 1.8 percent on the 10-year T-bond yield. More About The ‘Negative Equity Risk Premium’ Our recent report The Equity Risk Premium Turns Negative For The First Time Since 2002 caused quite a stir. So, let’s elaborate and clarify the arguments we made about the equity risk premium (ERP) – the estimated excess return that stocks will deliver over bonds over a long investment horizon, such as 10 years. Many investors estimate the ERP by taking the stock market’s earnings yield – currently 4.6 percent in the US1 – and subtracting the real 10-year bond yield – currently -0.9 percent on US Treasury Inflation Protected Securities (TIPS). At first glance, this presents a very generous ERP of 5.5 percent. So, equities are attractively valued versus bonds, right? Wrong. The glaring error is that the earnings yield estimates the stock market’s prospective return only if the earnings yield starts and ends at the same level. If it does not, then the prospective return could be very different to the earnings yield. For example, imagine that the stock market was trading at a bubble price-to-earnings multiple of 100, meaning an earnings yield of 1 percent. Clearly, from such a bubble valuation, nobody would expect the market to return 1 percent. Instead, as the bubble burst, and valuations normalised, the prospective return would be deeply negative. It follows that when, as now, the earnings yield is extreme versus its history, we must build in some prudent normalisation to estimate the prospective return. The question is, how? One approach is to use history to inform us of the likely normalisation. Chart I-5 does this using the ‘best-fit’ relationship between the earnings yield at each point through 1990-2011 and subsequent 10-year real return from each starting point. Using the best-fit for this specific episode, the current earnings yield of 4.6 percent implies a prospective 10-year real return not of 4.6 percent, but of -1.1 percent. Chart I-5Based On History, The Current Earnings Yield Implies A Prospective 10-Year Real Return Much Less Than 4.6 Percent Yet this best-fit approach meets a common reproach – that the best-fit for this specific episode is massively distorted by the dot com bubble peak and the global financial crisis (GFC) trough occurring (by coincidence) almost 10 years apart. We can counter this reproach in two ways. First, the best-fit relationship is much better than the raw earnings yield even for undistorted 10-year periods such as 1995-2005 or 2011-2021. Better still, we can change the prospective return from 10 years to 7 years and thereby remove the dot com bubble peak to GFC trough distortion. Chart I-6 shows that this 7-year best-fit relationship also works much better than the raw earnings yield. Chart I-6Based On History, The Current Earnings Yield Implies A Prospective 7-Year Real Return Much Less Than 4.6 Percent Admittedly, the best-fit comes from just one episode in history, and there is no certainty that the 10-year and 7-year relationships that applied during that one episode should apply through 2021-31 and 2021-28 respectively. Nevertheless, starting from an earnings yield that is extreme versus its history, as is the case now, we should prudently assume that the prospective long-term real return from equities will be far below 4.6 percent, and closer to zero, even if not actually negative. Will The ‘Real’ Real Yield Please Stand Up Measuring the ERP also requires an estimate of the prospective real return on bonds. This part should be easy because the yield on the US 10-year TIPS – currently -0.9 percent – is the guaranteed 10-year real return of buying and holding that investment. It is derived by taking the yield on the 10-year T-bond – currently 1.5 percent – and subtracting the market’s expected rate of inflation over the next 10 years – currently 2.4 percent. But the equivalent real return on the much larger conventional bond market could be quite different. In this case, it will be the 10-year T-bond yield minus the actual rate of inflation over the next 10 years. To the extent that the actual rate of inflation turns out less than the expected rate of 2.4 percent, the real return on the T-bond will turn out higher than that on the TIPS. In fact, this has consistently turned out to be the case. The market has consistently overestimated the inflation rate over the subsequent 10 years, meaning that the real return on T-bonds has been around 1 percent higher than that on TIPS (Chart I-7). Chart I-7Will The 'Real' Real Yield Please Stand Up Yet given the current surge in inflation, and no end in sight for supply chain disruptions and bottlenecks, is it plausible that the next ten years’ rate of inflation will be lower than 2.4 percent? The answer is yes. Because, as my colleague Peter Berezin points out: in capitalist economies, gluts may or may not lead to shortages; but shortages always lead to gluts. And gluts always cause prices to collapse. In other words, the current inflation is sowing the seeds of its own destruction. Hence, we reiterate our structural recommendation to overweight US T-bonds versus US TIPS. The Cotton Is Stretched, And So Are Polish Equities Talking of shortages, cotton now adds to the list of commodities in which supply bottlenecks have raised prices to extremes. Cotton prices have reached a 10-year high due to weather conditions in the US (the world’s biggest cotton producer) combined with shipping disruptions. However, with cotton now exhibiting extreme fragility on its combined 130/260-day fractal structure, there is a high likelihood of a price reversal in the coming months when the shortage turns into a glut (Chart I-8). Chart I-8The Cotton Is Stretched Meanwhile, the bank-heavy Polish equity market has surged on the back of the spectacular outperformance of its banks sector. This strong uptrend has now reached the point of fragility on its 130-day fractal structure that has indicated several previous reversals (Chart I-9). Chart I-9Poland's Outperformance Is Stretched Accordingly, this week’s recommended trade is to underweight the Warsaw General Index versus the Eurostoxx 600, setting a profit target and symmetrical stop-loss at 6 percent.   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com   Footnotes 1 Based on the 12-month forward earnings yield. Fractal Trading System Fractal Trades 6-Month Recommendations Structural And Thematic Recommendations Closed Fractal Trades     Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area   Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch ##br##- Interest Rate Expectations Chart II-7Indicators To Watch ##br##- Interest Rate Expectations   Chart II-6Indicators To Watch ##br##- Interest Rate Expectations Chart II-8Indicators To Watch ##br##- Interest Rate Expectations      

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 Map 1Colorado River Basin 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 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 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 Chart 4Unpredictable Weather Will Increase Volatility In Markets For Agricultural Commodities Map 3Brazil Is Suffering From Its Worst Drought In Nearly A Century 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 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 Chart 7     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