鉄鉱石

Highlights Global oil demand will remain betwixt and between recovery and relapse through 3Q21, as stronger DM consumer spending and increasing mobility wrestles with persistent concerns over COVID-19-induced lockdowns in Latin America and Asia. These concerns will be allayed as vaccines become more widely distributed, and fears of renewed lockdowns – and their associated demand destruction – recede.  Going by US experience – which can be tracked on a weekly basis – as consumer spending rises in the wake of relaxed restrictions on once-routine social interactions, fuel demand will follow suit (Chart of the Week). OPEC 2.0 likely will agree to return ~ 400k b/d monthly to the market over the course of the next year and a hal. For 2021, we raised our average forecast to $70/bbl, and our 2H21 expectation to $74/bbl. For 2022 and 2023, we expect Brent to average $75 and $78/bbl. These estimates are highly sensitive to demand expectations, particularly re containment of COVID-19. Feature For every bit of good news related to the economic recovery from the COVID-19 pandemic, there is a cautionary note. Most prominently, reports of increasing demand for refined oil products like diesel fuel and gasoline in re-opening DM economies are almost immediately offset by fresh news of renewed lockdowns, re-infections in highly vaccinated populations, and fears a new mutant strain of the coronavirus will emerge (Chart 2).1 In this latter grouping, EM economies feature prominently, although Australia this week extended its lockdown following a flare-up in COVID-19 cases. Chart of the WeekUS Product Demand Revives As Economy Reopens Chart 2COVID-19 Infection And Death Rates Keep Markets On EdgeOur expectation on the demand side is unchanged from last month – 2021 oil demand will grow ~ 5.4mm b/d vs. 2020 levels, while 2022 and 2023 consumption will grow 4.1 and 1.6mm b/d, respectively (Chart 3). These estimates reflect the slowing of global GDP growth over the 2021-23 interval, which can be seen in the IMF's and World Bank's GDP estimates, which we use to drive our demand forecasts.2 Weekly data from the US seen in the Chart of the Week provide a hint of what can be expected as DM and EM economies re-open in the wake of relaxed restrictions on once-routine social interactions. Demand for refined products – e.g., gasoline, diesel fuel and jet fuel – will recover, but at uneven rates over the next 2-3 years. The US EIA notes the recovery in diesel demand, which is included in "Distillates" in the chart above, has been faster and stronger than that of gasoline and jet fuel. This is largely because it reflects the lesser damage done to freight movement and activities like mining and manufacturing. The EIA expects 4Q21 US distillate demand to come in 100k b/d above 4Q19 levels at 4.2mm b/d, and to hit an all-time record of 4.3mm b/d next year. US gasoline demand is not expected to surpass 2019 levels this year or next, in the EIA's forecast. This is partly due to improved fuel efficiencies in automobiles – vehicle-miles travelled are expected to rise to ~ 9mm miles/day in the US, which will be slightly higher than 2019's level. Jet fuel demand in the US is expected to return to 2019 levels next year, coming in at 1.7mm b/d. Chart 3Global Oil Demand Forecast Remains Steady Quantifying Demand Risks We use the recent uptick in COVID-19 cases as the backdrop for modelling demand-destruction scenarios in this month’s oil balances (Chart 2). We consider different scenarios of potential demand destruction caused by the resurgence in the pandemic (Table 1). Last year, demand fell by 9% on average, which we take to be the extreme down move over an entire year. In our simulations, we do not expect demand to fall as drastically this time. Table 1Demand-Destruction Scenario Outcomes We modelled two scenarios – a 5% drop in demand (our low-demand-destruction scenario) and an 8% drop in demand (our high-demand-destruction scenario). A demand drop of a maximum of 2% made nearly no difference to prices, and so, we did not include it in our analysis. In both cases, demand starts to fall by September and reaches its lowest point in October 2021. We adjusted changes to demand in the same proportion as changes in demand in 2020, before making estimates converge to our base-case by end-2022. The estimates of price series are noticeably distinct during the period of the simulation (Chart 4). Starting in 2023, the low-demand-destruction prices and base-case prices nearly converge, as do their inventory levels. Prices and inventory levels in the high-demand-destruction case remain lower than the base-case during the rest of the forecast sample. OPEC 2.0 and world oil supply were kept constant in these scenarios. World oil supply is calculated as the sum of OPEC 2.0 and Non-OPEC 2.0 supply. Non-OPEC 2.0 can be broken down into the US, and Non-OPEC 2.0, Ex-US countries. Examples of these suppliers are the UK, Canada, China, and Brazil. OPEC 2.0 can be broken down into Core-OPEC 2.0 and the cohort we call "The Other Guys," which cannot increase production. Core-OPEC 2.0 includes suppliers we believe have excess spare capacity and can inexpensively increase supply quickly. Chart 4Brent Forecasts Rise As Global Economy Recovers COVID-19 Demand Destruction Scenarios OPEC 2.0 Remains In Control We continue to expect the OPEC 2.0 producer coalition led by the Kingdom of Saudi Arabia (KSA) and Russia to maintain its so-far-successful production policy, which has kept the level of supply below demand through most of the COVID-19 pandemic (Chart 5). This allowed OECD inventories to fall below their pre-COVID range, despite a 9% loss of global demand last year (Chart 6). We expect this discipline to continue and for OPEC 2.0 to continue restoring its market share (Table 2). Chart 5OPEC 2.0 Production Policy Kept Supply Below Demand Chart 6...And Drove OECD Inventories Down Table 2BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) Our expectation last week the KSA-UAE production-baseline impasse will be short-lived remains intact. We expect supply to be increased after this month at a rate of 400k b/d a month into 2022, per the deal most members of the coalition signed on to prior to the disagreement between the longtime GCC allies. This would, as the IEA notes, largely restore OPEC 2.0's spare capacity accumulated via production cutbacks during the pandemic of ~ 6-7mm b/d by the end of 2022 (Chart 7). It should be remembered that most of OPEC 2.0's spare capacity is held by Gulf Cooperation Council (GCC) states, which includes the UAE. The UAE's official baseline production number (i.e., its October 2018 production level) likely will be increased to 3.65mm b/d from 3.2mm b/d, and its output in 2H21 and 2022 likely will be adjusted upwards. As one of the few OPEC 2.0 members that actually has invested in higher production and can increase output meaningfully, it would, like KSA, benefit from providing barrels out of this spare capacity.3 Chart 7OPEC 2.0 Spare Capacity Will Return As we noted last week, we do not think this impasse was a harbinger of a breakdown in OPEC 2.0's so-far-successful production-management strategy. In our view, this impasse was a preview of how negotiations among states with the capacity to raise production will agree to allocate supply in a market starved for capital in the future. This is particularly relevant as US shale producers continue to focus on providing competitive returns to their shareholders, which will limit supply growth to that which can be done profitably. We see the "price-taking cohort" – i.e., those producers outside OPEC 2.0 exemplified by the US shale-oil producers – remaining focused on maintaining competitive margins and shareholder priorities. This means maintaining and growing dividends, and returning capital to shareholders will have priority as the world transitions to a low-carbon business model (Chart 8).4 For 2021, we raised our average forecast to $70/bbl on the back of higher prices lifting the year-to-date average so far, and our 2H21 expectation to $74/bbl. For 2022 and 2023, we expect Brent to average $75 and $78/bbl (Chart 9). These estimates are highly sensitive to demand expectations, which, in turn, depend on the global success in containing and minimizing COVID-19 demand destruction, as we have shown above. Chart 8US Shale Producers Focus On Margins Chart 9Raising Our Forecast Slightly Investment Implications In our assessment of the risks to our views in last week's report, we noted one of the unintended consequences of the unplanned and uncoordinated rush to a so-called net-zero future will be an improvement in the competitive position of oil and gas. This is somewhat counterintuitive, but the logic goes like this: The accelerated phase-out of conventional hydrocarbon energy sources brought about policy, regulatory and legal imperatives already is reducing oil and gas capex allocations within the price-taking cohort exemplified by US shale-oil producers. This also will restrict capital flows to EM states with heavy resource endowments and little capital to develop them. Our strong-conviction call on oil, gas and base metals is premised on our view that renewables and their supporting grids cannot be developed and deployed quickly enough to make up for the energy that will be foregone as a result of these policies. Capex for the metals miners has been parsimonious, and brownfield projects continue to dominate. Greenfield projects can take more than a decade to develop, and there are few in the pipeline now as the world heads into its all-out renewables push. In a world where conventional energy production is being forced lower via legislation, regulation, shareholder and legal decisions, higher prices will ensue even if demand stays flat or falls: If supply is falling, market forces will lift oil and gas prices – and the equities of the firms producing them – higher. As for metals like copper and their producers, if supply is unable to keep up with demand, prices of the commodities and the equities of the firms producing them will be forced to go higher.5 This call underpins our long S&P GSCI and COMT ETF commodity recommendations, and our long MSCI Global Metals & Mining Producers ETF (PICK) recommendation. We will look for opportunities to get long oil and gas producer exposure via ETFs as well, given our view on oil and metals spans the next 5-10 years.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish The US EIA expects growth in large-scale solar capacity will exceed the increase in wind generation for the first time ever in 2021-22. The EIA forecasts 33 GW of solar PV capacity will be added to the US grid this year and next, with small-scale solar PV increasing ~ 5 GW/yr. The EIA expects wind generation to increase 23 GW in 2021-22. The EIA attributed the slow-down in wind development to the expiration of a $0.025/kWH production tax credit at the end of 2020. Taken together, solar and wind generation will account for 15% of total US electricity output by the end of 2022, according to the EIA. Nuclear power will account for slightly less than 20% of US generation in 2021-22, while hydro will fall to less than 7% owing to severe drought in the western US. At the other end of the generation spectrum, coal will account for ~ 24% of generation this year, as it takes back incremental market share from natural gas, and ~ 22% of generation in 2022. Base Metals: Bullish Iron ore prices continue to trade above $215/MT in China, even as demand is expected to slow in 2H21. Supply additions from Brazil, which ships higher quality 65% Fe ore, have been slower than expected, which is supporting prices (Chart 10). Separately, the Chinese government's auction of refined copper earlier this month cleared the market at $10,500/MT, or ~ $4.76/lb. Spot copper has been trading on either side of $4.30/lb this month, which indicates the Chinese market remains well bid. Precious Metals: Bullish The 13-year record jump in the US Consumer Price Index reported this week for the month of June is bullish for gold, as it produced weaker real rates and sparked demand for inflation hedges. Fed Chair Powell continued to stick to the view that the recent rise in inflation is transitory. The Fed’s dovish outlook will support gold prices and likely will lead to a weaker US dollar, as it reduces the possibility that US interest rates will rise soon. A falling USD will further bolster gold prices (Chart 11). Chart 10 Chart 11     Footnotes 1     We highlighted this risk in last week's report, Assessing Risks To Our Commodity Views, which is available at ces.bcaresearch.com. Two events – in the Seychelles and Chile, where the majority of the populations were inoculated – highlight re-infection risk. Re-infections in Indonesia along with lockdowns following the spread of the so-called COVID-19 Delta variant also are drawing attention. Please see Euro 2020 final in UK stokes fears of spread of Delta variant, published by The Straits Times on July 11, 2021. The news service notes that in addition to the threats super-spreader sporting events in Europe present, "The rapid spread of the Delta variant across Asia, Africa and Latin America is exposing crucial vaccine supply shortages for some of the world's poorest and most vulnerable populations. Those two factors are also threatening the global economic recovery from the pandemic, Group of 20 finance ministers warned on Saturday." 2     Please see the recently published IMF World Economic Outlook Reports and the World Bank Global Economic Prospects. 3    If, as we suspect, KSA and the UAE are playing a long game – i.e., a 20-30-year game – this spare capacity will become more valuable as investment capex into oil production globally slows. Please see The $200 billion annual value of OPEC’s spare capacity to the global economy published by kapsarc.org on July 17, 2018. 4    Please see Bloomberg's interview with bp's CEO Bernard Looney at Banks Need ‘Radical Transparency,’ Citi Exec Says: Summit Update, which aired on July 13, 2021. In addition to focusing on margins and returns, the company – like its peers among the majors – also is aiming to reduce oil production by 20% by 2025 and 40% by 2030. 5    This turn of events is being dramatically played out in the coal markets, where the supply of metallurgical coals is falling as demand increases. Please see Coal Prices Hit Decade High Despite Efforts to Wean the World Off Carbon published by wsj.com on June 25, 2021.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

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

Highlights Gold is – and always will be – exquisitely sensitive to Fed policy and forward guidance, as last month's "Dot Shock" showed (Chart of the Week). Its price will continue to twitch – sometimes violently – as the widening dispersion of views evident in the Fed dots keeps markets on edge and pushes forward rate expectations in different directions. Fed policy is important but will remain secondary to fundamentals in oil markets. Increasingly inelastic supply will force refiners to draw down inventories, which will keep forward curves backwardated. OPEC 2.0's production-management policy is the key driver here, followed closely by shale-oil's capital discipline. Between these market bookends are base metals, which will remain sensitive to Fed policy, but increasingly will be more responsive to tightening supply-demand fundamentals, as the pace of the global renewables and EV buildout challenges supply. The one thing these markets will share going forward is increasing volatility. Gold volatility will remain elevated as markets are forced to parse sometimes-cacophonous Fed forward guidance; oil volatility will increase with steeper backwardation; and base metals volatility will rise as fundamentals continue to tighten. We remain long commodity-index exposure (S&P GSCI and COMT ETF) and equity exposure (PICK ETF). Feature Gold markets still are processing last month's "Dot Shock" – occasioned by the mid-June move of three more Fed bankers' dots into the raise-rates-in-2022 camp at the Fed – and the sometimes-cacophonous forward guidance of post-FOMC meetings accompanying these projections. Following last month's meeting, seven of the 18 central bankers at the June meeting now favor an earlier rate hike. This dot dispersion fuels policy uncertainty. When policy uncertainty is stoked, demand for the USD typically rises, which generally – but not always – contributes to liquidation of dollar-sensitive positions in assets like commodities. This typically leads to higher price volatility.1 This is most apparent in gold, which is and always will be exquisitely sensitive to Fed guidance and the slightest hint of a change in course (or momentum building internally for such a change). This is what markets got immediately after the June meeting. When this guidance reflects a wide dispersion of views inside the Fed, it should come as no surprise that price volatility increases among assets that are most responsive to monetary policy. This dispersion of market expectations – as a matter of course – is intensified by discordant central-bank forward guidance.2 Fundamentals Reduce Oil's Sensitivity To Fed Policy Fed policy will always be important for the evolution of the USD through time, which makes it extremely important for commodities, since the most widely traded commodities are priced in USD. All else equal, an increase in the value of the USD raises the cost of commodities ex-US, and vice versa. Chart of the WeekGold Still Processing Dot Shock Chart 2Oil Market Remains Tight... The USD's impact is dampened when markets are fundamentally tight – e.g., when the level of demand exceeds supply, as is the case presently for oil (Chart 2).3 When this occurs, refiner inventories have to be drawn down to make up for supply deficits (Chart 3). This leads to a backwardation in the oil forward curves – i.e., prices of prompt-delivery oil are higher than deferred-delivery oil – reflecting the fact that the supply curve is becoming increasingly inelastic (Chart 4). This backwardation benefits OPEC 2.0 member states, as most of them have long-term supply contracts with customers indexed to spot prices, and investors who are long commodity-index exposure, as it is the source of the roll yield for these products.4 Chart 3Forcing Inventories To Draw... Chart 4...And Backwardating Forward Curves Copper's Sensitivity To Fed Policy Declining Supply-demand fundamentals in base metals – particularly in the bellwether copper market – are tightening, which, as the oil market illustrates, will make prices in these markets less sensitive to USD pressures going forward (Chart 5). We expect the copper forward curve to remain backwardated for an extended period (Chart 6), which will distance the evolution of copper prices from Fed policy variables (e.g., interest rates and the USD). Chart 5Copper USD Sensitivity Will Diminish As Balances Tighten Chart 6Expect Persistent Backwardation In Copper Indeed, our modeling suggests this already is occurring in the metals markets, as can be seen from the resilience of copper prices during 1H21, when China's fiscal and monetary stimulus was waning and, recently, during the USD's recent rally, which was an unexpected headwind generated by the Fed's June meeting. If, as appears likely, China re-engages in fiscal and monetary stimulus in 2H21, the global demand resurgence for metals, copper in particular, will receive an additional fillip. Like oil, copper inventories will have to be drawn down over the next two years to make up for physical deficits, which have been a persistent problem for years (Chart 7). Capex in copper markets has yet to be incentivized by higher prices, which means these physical deficits likely will widen as the world gears up for expanded renewables generation and the grids required to support them, not to mention higher electric vehicle (EV) demand. If, as we expect, copper miners do not invest in new greenfield mine projects – choosing instead to stay with their brownfield expansion strategies – the market will tighten significantly as the world ramps up its demand for renewable energy. This means copper's supply curve will, like oil's, become increasingly inelastic. At the limit – i.e., if new mining capex is not incentivized – price will be forced to allocate limited supply, and may even have to get to the point of destroying demand to accommodate the renewables buildout. Chart 7Supply-Demand Balance Tightening In Copper A Word On Spec Positioning We revisited our modeling of speculative influence on these markets over the past couple of weeks, in anticipation of the volatility we expect and the almost-certain outcry from public officials that will ensue. Our modeling continues to support our earlier work, which found fundamentals are determinant to the evolution of industrial commodity prices. Using Granger-Causality and econometric analysis, we find prices mostly explain spec positioning in oil and copper, and not the other way around.5 We do find spec positioning – via Working's T Index – to be important to the evolution of volatility in WTI crude oil options, along with other key variables (Chart 8).6 That said, other variables are equally important to this evolution, including the St. Louis Fed's Financial Stress Index, EM equity volatility, VIX volatility and USD volatility. These variables are not useful in modeling copper volatility, where it appears fundamental and financial variables are driving the evolution of prices and, by extension, price volatility. We will continue to research this issue, and will continue to subject our results to repeated trials in an attempt to disprove them, as any researcher would do. Chart 8Oil Volatility Drivers Investment Implications Gold will remain hostage to Fed policy, but oil and base metals increasingly will be charting a path that is independent of policy-related variables, chiefly the USD. There is no escaping the fact that gold volatility will increasingly be in the thrall of US monetary policy – particularly during the next two years as the Fed attempts to guide markets toward something resembling normalization of that policy.7 However, as the events of the most recent FOMC meeting illustrate, gold price volatility will remain elevated as markets are forced to parse oftentimes-cacophonous Fed forward guidance. This would argue in favor of using low-volatility episodes as buying opportunities in gold options – particularly calls, as we continue to expect gold prices to end the year at $2,000/oz. We also favor silver exposure via calls, expecting price to go to $30/oz this year. In oil and base metals, we continue to expect supply-demand fundamentals in these markets to tighten, which predisposes us to favor commodity index products. For this reason, we remain long commodity-index exposure – specifically the S&P GSCI index, which is up 6.8% since inception, and the COMT ETF, which is up 8.7% since inception. We expect the base metals markets to remain very well bid going forward, and remain long equity exposure in these markets via the PICK ETF, which we re-entered after a trailing stop was elected that left us with a 24% gain since inception at the end of last year.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Commodities Round-Up Energy: Bullish US crude oil stocks (ex SPR) fell 6.7mm barrels in the week ended 25 June 2021, according to the US EIA. Total crude and product stocks were down 4.6mm barrels. Domestic crude oil production was unchanged at 11.1mm b/d over the reporting week. Total refined-product demand surpassed the comparable 2019 reporting period, led by higher distillate consumption (4.2mm b/d vs 3.8mm b/d). Gasoline consumption remains a laggard (9.2mm b/d vs 9.5mm b/d), as does jet fuel (1.4mm b/d vs 1.9mm b/d). Propane and propylene demand surged over the period, likely on the back of petchem demand (993k b/d vs 863k b/d). Base Metals: Bullish Base metals prices are moving higher in anticipation of tariffs being imposed by Russia to discourage exports beyond the Eurasian Economic Union, according to argusmedia.com. In addition to export tariffs on copper, aluminum and nickel, steel exports also will face levies to discourage material from leaving the EAEU (Chart 9). The tariffs are expected to remain in place from August through December 2021. Separately, premiums paid for high-quality iron ore in China (65% Fe) reached record highs earlier this week, as steelmakers scramble for supply, according to reuters.com. The premium iron ore traded close to $36/MT over benchmark material (62% Fe) this week. Precious Metals: Bullish Gold prices continue to move lower following the FOMC meeting on June 16. The yellow metal was down 0.6% y-o-y at $1762.80/oz as of Tuesday’s close after being up a little more than 13% y-o-y before the FOMC meeting earlier this month (Chart 10). We believe the USD rally, which, based on earlier research we have done, could be benefitting from safe-haven demand arising from global concern over the so-called Delta variant of COVID-19, which has spread to at least 85 countries. Public-health officials are fearful this could cause a resurgence in COVID-19 cases and additional mutations in the virus if vaccine distribution in EM states is not increased. Ags/Softs: Neutral Widely disparate weather conditions in the US west and east crop regions – drought vs cooler and wetter weather – appear to be on track to produce average crop yields for corn and beans this year, according to agriculture.com's Successful Farming. In regions where hard red spring wheat is grown, states experiencing low rainfall likely will have poor crops this year. Chart 9 Chart 10   Footnotes 1     We model gold prices as a function of financial variables sensitive to Fed policy – e.g., real rates and the broad trade-weighted USD – and uncertainty, which is conveyed via the Global Economic Policy Uncertainty (GEPU) index published by Baker, Bloom & Davis.  2     Please see Lustenberger, Thomas and Enzo Rossib (2017), "Does Central Bank Transparency and Communication Affect Financial and Macroeconomic Forecasts?" SNB Working Papers, 12/2017. The Swiss central bank researchers find "… the verdict about the frequency of central bank communication is unambiguous. More communication produces forecast errors and increases their dispersion. … Stated differently, a central bank that speaks with a cacophony of voices may, in effect, have no voice at all. Thus, speaking less may be beneficial for central banks that want to raise predictability and homogeneity among financial and macroeconomic forecasts. We provide some evidence that this may be particularly true for central banks whose transparency level is already high." (p. 26) 3    Please see OPEC 2.0 Vs. The Fed, published on February 8, 2018, for additional discussion. 4    Please see The Case For A Strategic Allocation To Commodities As An Asset Class, a Special Report we published on March 11, 2021 on commodity-index investing.  It is available at ces.bcaresearch.com. 5    The one outlier we found was Brent prices, for which non-commercial short positioning does Granger-Cause price.  Otherwise, price was found to Granger-Cause spec positioning on the long and short sides of the market. 6   Please see BCA Research's Commodity & Energy Strategy Weekly Report, "Specs Back Up The Truck For Oil," published on April 26, 2018, in which we introduce Holbrook Working's "T Index," a measure of speculative concentration in futures and options markets. It is available at ces.bcaresearch.com. Briefly, Working's T Index shows how much speculative positioning exceeds the net demand for hedging from commercial participants in the market. 7     Please see How To Re-Shape The Yield Curve Without Really Trying published by our US Bond Strategy group on June 22 for a deeper discussion of the outlook for Fed policy.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights Entering 2H21, oil and metals' price volatility will rise as inventories are drawn down to cover physical supply deficits brought about by the re-opening of major economies ex-China. As demand increases and oil and metals supply become more inelastic, forward curves will backwardate further.  This will weaken commodity-price correlations with the USD and boost commodity-index returns. Going into next week's OPEC 2.0 meeting, the Kingdom of Saudi Arabia (KSA) and Russia likely will hold off on further production increases, until greater clarity around US-Iran negotiations and the return of Iran as a bona fide exporter is available. Chinese authorities will release 100k MT of copper, aluminum and zinc into tight domestic markets in July.  A two-day rally followed the news. Since bottoming in March 2020, the XOP and XME ETFs covering oil and gas producers and metals miners are up ~ 218% and ~ 196%, respectively, following the ~ 230% move in crude oil and the ~ 100% rise copper prices.  Higher volatility will present buying opportunities for these ETFs  (Chart of the Week). We remain long commodity index exposure – S&P GSCI and COMT ETF – expecting steeper backwardations. We will go long the PICK ETF at tonight's close again, after being stopped out last week with a 23.9% return. Feature Heading into 2H21, industrial commodity markets will continue to tighten.  In the case of oil, this is caused by OPEC 2.0's production-management strategy – i.e., keeping supply below demand – and capital discipline among producers in the price-taking cohort.1 Base metals, on the other hand, are tightening because demand is recovering much faster than supply.2 Re-opening of major economies will boost refined-product demand in oil markets – e.g., gasoline and jet fuel – which will leave refiners little choice but to continue drawing on inventories to cover supply shortfalls in the near term (Chart 2). Chart of the WeekResources ETFs Follow Prices Higher Chart 2Refiners Will Continue Drawing Crude Investments Base metals – particularly copper and aluminum – will remain well bid in the face of constrained supply and higher consumption ex-China.  Despite China's widely anticipated decision to release strategic stockpiles of copper, aluminum and zinc next month into a tight domestic market – which we flagged last month – continued inventory draws will be required to cover physical deficits in these markets, particularly in copper (Chart 3).3 Chart 3Copper Inventories Will Draw As Demand Ex-China Rises Chart 4Steeper Backwardation, Higher Volatility Higher Vol On The Way As demand for industrial commodities increases and inventories continue to draw, forward curves will become more backwardated – i.e., material delivered promptly (next day or next week) will command a higher price than commodities delivered next month or next year: Consumers value current supply above deferred supply, and producers and merchants have to charge more to cover inventory replacement costs, which increase when prompt demand outstrips supply. The steepening of forward curves for industrial commodities will lead to higher price volatility in oil and metals markets, particularly copper: Demand will confront increasingly inelastic supply.  In this evolution, prices will be forced to allocate inelastic supply as demand increases.  Sometimes-sharp changes in price are required to equilibrate available supply with demand when this happens.  This can be seen clearly in oil markets, but it holds true for all storable commodities (Chart 4).4 Investment Implications Industrial commodity markets are entering a more volatile phase, which will be characterized by sharp price movements up and down over the short term, as demand continues to outpace supply. Our analysis suggests this is the beginning of a more volatile phase in industrial commodity markets.  The balance of risk in industrial commodity prices will remain to the upside as volatility increases. In the short term, fundamental imbalances can be addressed over a relatively short months-long horizon – i.e., OPEC 2.0 can release spare capacity over a 3-4 month interval to accommodate rising demand – so that price increases do not destroy demand as oil-exporters are rebuilding their fiscal balance sheets. Base metals markets will have a tougher time in the short run finding the supply to meet surging demand, but it can be done over the next year or so without prices getting to the point where demand-destruction sets in. Over the medium to long term, investor-owned oil and gas producers literally are being directed by policymakers, shareholders and courts toward an extended wind-down of production and investment in future production.  Markets have been pricing through just such a situation in the post-COVID-19 world, with OPEC 2.0 managing supply against falling demand and still managing to reduce inventories significantly.  If the world follows the IEA's pathway to a decarbonized future – in which no investment in new oil or gas production is required after 2025 – this will become the status quo for these markets going forward.5 Metals producers, on the other hand, are being encouraged to increase marketable supply at a rapid pace to accommodate demand driven by the build-out of renewable energy – chiefly wind and solar – and the grids that will be required to move this energy. Producers, however, remain reluctant to do so, fearing their capex investment to build out supply will produce physical surpluses that depress returns, similar to the last China-led commodity super-cycle. Supplying the necessary base metals to make this happen will be difficult at best, according to Ivan Glasenberg, CEO at Glencore.  At this week's Qatar Economic Forum, he said copper supply will have to double between now and 2050 to meet expected demand for this critical metal.  “Today, the world consumes 30 million tonnes of copper per year and by the year 2050, following this trajectory, we’ve got to produce 60 million tonnes of copper per year,” he said.  “If you look at the historical past 10 years, we’ve only added 500,000 tonnes per year … Do we have the projects? I don’t think so. I think it will be extremely difficult.”6 The volatility we are expecting in oil, gas and base metals prices, will present buy-the-dip opportunities in related equities vehicles.  Since bottoming in March 2020, the XOP and XME ETFs covering oil and gas producers and metals miners are up ~ 218% and ~ 196%, respectively, matching the ~ 230% move in crude oil and the ~ 100% rise in copper prices.  We remain long commodity index exposure – S&P GSCI, which is up 5.9% and the COMT ETF, which is up 7.6% – expecting steeper backwardations.  The trailing stop on our MSCI Global Metals & Mining Producers ETF (PICK) position recommended 10 December 2020 was elected, which stopped us out with a gain of 23.9%.  We are getting long the PICK again at tonight's close.   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 Commercial crude oil stocks in the US (ex-SPR barrels) fell 7.6mm barrels w/w in the week ended 18 June 2021, according to the US EIA. Including products, US crude and product inventories were down 5.8mm barrels. US domestic crude oil production was down 100k b/d, ending the week at 11.1mm b/d. Overall product supplied, the EIA's proxy for refined-product demand, was up 180k b/d at 20.75mm b/d, which is 129k b/d below 2019 demand for the same period. At 9.44mm b/d, gasoline demand was just below comparable 2019 consumption of 9.47mm b/d, while jet-fuel demand remains severely depressed vs. comparable 2019 consumption at 1.58mm b/d (vs. 1.92mm b/d).  Distillate demand (e.g., diesel fuel) for the week ended 18 June 2021 was 3.95mm b/d vs. 3.97mm b/d for the comparable 2019 period. Base Metals: Bullish Benchmark spot iron ore (62% Fe) prices are holding above $210/MT in trading this week, as demand for the steel input remains strong in China (Chart 5). The Chinese Communist Party (CCP) increased its level of intervention in the iron ore market this week, launching investigations into “malicious speculation,” vowing to “severely punish” anyone found to be engaged in such behavior, according to ft.com.7 Benchmark iron ore prices hit $230/MT in May. We continue to expect exports from Brazil to pick up in 2H21, which will push prices lower in 2H21. Precious Metals: Bullish In the aftermath of last Wednesday’s FOMC meeting gold prices lost nearly $86/oz (Chart 6). Our colleagues at BCA Research's USBS believe markets are paying too much attention to the Fed’s dot plots, and not to the central bank’s verbal guidance.8 Originally, the Fed stated that it will only start raising interest rates once a checklist of three conditions have been met. This checklist includes guidance on actual and expected inflation rates and the labor market. Gold prices did not react to Chair Powell's testimony before the House Select Subcommittee on the Coronavirus Crisis. Ags/Softs: Neutral US spring wheat prices are rallying on the back of dry weather in the northern Plains, while forecasts for benign crop weather in the Midwest pressured soybeans lower this week, according to successfulfarming.com. Chart 5 Chart 6     Footnotes 1     Please see our most recent oil price forecasts published last week in Balance Of Risks Tilts To Higher Oil Prices.  It is available at ces.bcaresearch.com. 2     Please see A Perfect Energy Storm On The Way published on June 3, 2021 for further discussion. 3    Please see Less Metal, More Jawboning published on May 27, 2021, which flagged China's likely decision to release strategic stockpiles of base metals. 4    Chart 4 shows implied volatility as a function of the slope of the forward curve, i.e., the difference between the 1st- and 13th-nearby futures divided by the 1st-nearby future vs implied volatilities for Brent and WTI options.  This modeling extends Kogan et al (2009), mapping realized volatilities calculated using historical settlements of crude oil futures against the slope of crude oil futures conditioned on 6th- vs. 3rd-nearby futures returns (in %). Please see Kogan, L., Livdan, D., & Yaron, A. (2009), "Oil Futures Prices in a Production Economy With Investment Constraints." The Journal of Finance, 64:3, pp. 1345-1375. 5    Please see fn 2's discussion of the IEA's Net Zero by 2050, A Roadmap for the Global Energy Sector beginning on p. 5 under The Case For A Carbon Tax. 6    Please see Copper supply needs to double by 2050, Glencore CEO says published on June 23, 2021 by reuters.com.  Of course, being a copper producer with large-scale base-metals projects due to come on line in the next year or so, Mr. Glasenberg could be talking his book, but as Chart 3 shows, copper has been and likely will be in physical deficits for years. 7     Please see China cracks down on iron ore market, published by ft.com on June 21, 2021. 8    Please see How To Re-Shape The Yield Curve Without Really Trying, published on June 22, 2021.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights US labor-market disappointments notwithstanding, the global recovery being propelled by real GDP growth in the world's major economies is on track to be the strongest in 80 years. This growth will fuel commodity demand, which increasingly confronts tighter supply.  Higher commodity prices will ensue, and feed through to realized and expected inflation.  Manufacturers will continue to see higher input and output prices. Our modeling suggests the USD will weaken to end-2023; however, most of the move already has occurred.  Real US rates will remain subdued, as the Fed looks through PCE inflation rates above its 2% target and continues to focus on its full-employment mandate (Chart of the Week). Given these supportive inflation fundamentals, we remain long gold with a price target of $2,000/oz for this year.  We are upgrading silver to a strategic position, expecting a $30/oz price by year-end.  We remain long the S&P GSCI Dynamic Roll Index ETF (COMT) and the S&P GSCI, expecting tight supply-demand balances to steepen backwardations in forward curves, and long the Global Metals & Mining Producers ETF (PICK). Global economic policy uncertainty will remain elevated until broader vaccine distributions reduce lockdown risks. Feature The recovery of the global economy catalyzed by massive monetary accommodation and fiscal stimulus is on track to be the strongest in the past 80 years, according to the World Bank.1 The Bank revised its growth expectation for real GDP this year sharply higher – to 5.6% from its January estimate of 4.1%. For 2022, the rate of global real GDP growth is expected to slow to 4.3%, which is still significantly higher than the average 3% growth of 2018-19. DM economies are expected to grow at a 4% rate this year – double the average 2018-19 rate – while EM growth is expected to come in at 6% this year vs a 4.2% average for 2018-19. The big drivers of growth this year will be China, where the Bank expects an unleashing of pent-up demand to push real GDP up by 8.5%, and the US, where massive fiscal and monetary support will lift real GDP 6.8%. The Bank expects other DM economies will contribute to this growth, as well. Growth in EM economies will be supported by stronger demand and higher commodity prices, in the Bank's forecast. Commodity demand is recovering faster than commodity supply in the wake of this big-economy GDP recovery. As a result, manufacturers globally are seeing significant increases in input and output prices (Chart 2). Chart of the WeekUS Real Rates Continue To Languish Chart 2Global Manufacturers' Prices Moving Higher These price increases at the manufacturing level reflect the higher-price environment in global commodity markets, particularly in industrial commodities – i.e., bulks like iron ore and steel; base metals like copper and aluminum; and oil prices, which touch most processes involved in getting materials out of the ground and into factories before they make their way to consumers, who then drive to stores to pick up goods or have them delivered. Chart 3Commodity Price Increases Reflected in CPI Inflation Expectations These price pressures are being picked up in 5y5y CPI swaps markets, which are cointegrated with commodity prices (Chart 3). This also is showing up in shorter-tenor inflation gauges – monthly CPI and 2y CPI swaps. Oil prices, in particular, will be critical to the evolution of 5-year/5-year (5y5y) CPI swap rates, which are closely followed by fixed-income markets (Chart 4). Chart 4Oil Prices Are Key To 5Y5Y CPI Swap Rates Higher Gold Prices Expected CPI inflation expectations drive 5-year and 10-year real rates, which are important explanatory variables for gold prices (Chart 5).2 In addition, the massive monetary and fiscal policy out of the US also is driving expectations for a lower USD: Currency debasement fears are higher than they otherwise would be, given all the liquidity and stimulus sloshing around global markets, which also is bullish for gold (Chart 6). Chart 5Weaker Real Rates Bullish For Gold Chart 6Weaker USD Supports Gold All of these effects, particularly the inflationary impacts, are summarized in our fair-value gold model (Chart 7). At the beginning of 2021, our fair-value gold model indicated price would be closer to $2,005/oz, which was well above the actual gold price in January. Gold prices have remained below the fair value model since the beginning of 2021. The model explains gold prices using real rates, TWIB, US CPI and global economic policy uncertainty. Based on our modeling, we expect these variables to continue to be supportive of gold, bolstering our view the yellow metal will reach $2000/ oz this year. Unlike industrial commodities, gold prices are sensitive to speculative positioning and technical indicators. Our gold composite indicator shows that gold prices may be reflecting bullish sentiment. This sentiment likely reflects increasing inflation expectations, which we use as an explanatory variable for gold prices. The fact that gold is moving higher on sentiment is corroborated by the latest data point from Marketvane’s gold bullish consensus, which reported 72% of the traders expect prices to rise further (Chart 8). Chart 7BCAs Gold Fair-Value Model Supports 00/oz View Chart 8Sentiment Supports Oil Prices Investment Implications The massive monetary and fiscal stimulus that saw the global economy through the worst of the economic devastation of the COVID-19 pandemic is now bubbling through the real economy, and will, if the World Bank's assessment proves out, result in the strongest real GDP growth in 80 years. Liquidity remains abundant and interest rates – real and nominal – remain low. In its latest Global Economic Prospects, the Bank notes, " The literature generally suggests that monetary easing, both conventional and unconventional, typically boosts aggregate demand and inflation with a lag of 1-3 years …" The evidence for this is stronger for DM economies than EM; however, as the experience in China shows, scale matters. If the Bank's assessment is correct, the inflationary impulse from this stimulus should be apparent now – and it is – and will endure for another year or two. This stimulus has catalyzed organic growth and will continue to do so for years, particularly in economies pouring massive resources into renewable-energy generation and the infrastructure required to support it, a topic we have been writing about for some time.3 We remain long gold with a price target of $2,000/oz for this year. We are long silver on a tactical basis, but given our growth expectations, are upgrading this to a strategic position, expecting a $30/oz price by year-end. As we have noted in the past, silver is sensitive to all of the financial factors we consider when assessing gold markets, and it has a strong industrial component that accounts for more than half of its demand.4 Supportive fundamentals remain in place, with total supply (mine output and recycling) falling, demand rising and balances tightening (Chart 9). Worth noting is silver's supply is constrained because of underinvestment in copper production at the mine level, where silver is a by-product. On the demand side, continued recovery of industrial and consumer demand will keep silver prices well supported. In terms of broad commodity exposure, we remain long the S&P GSCI Dynamic Roll Index ETF (COMT) and the S&P GSCI, expecting tight supply-demand balances to continue to draw down inventories – particularly in energy and metals markets – which will lead to steeper backwardations in forward curves. Backwardation is the source of roll-yields for long commodity index investments. Investors initially have a long exposure in deferred commodity futures contracts, which are then liquidated and re-established when these contracts become more prompt (i.e., closer to delivery). If the futures' forward curves are backwardated, investors essentially are buying the deferred contracts at a lower price than the price at which the position likely is liquidated. We also remain long the Global Metals & Mining Producers ETF (PICK), an equity vehicle that spans miners and traders; the longer discounting horizon of equity markets suits our view on metals. Chart 9Upgrading Silver To Strategic Position Chart 10Wider Vaccine Distribution Will Support Gold Demand Global economic policy uncertainty will remain elevated until broader vaccine distributions reduce lockdown risks. We expect the wider distribution of vaccines will become increasingly apparent during 2H21 and in 2022. This will be bullish for physical gold demand – particularly in China and India – which will add support for our gold position (Chart 10).       Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish The US EIA expects Brent crude oil prices to fall to $60/bbl next year, given its call higher production from OPEC 2.0 and the US shales will outpace demand growth. The EIA expects global oil demand will average just under 98mm this year, or 5.4mm b/d above 2020 levels. For next year, the EIA is forecasting demand will grow 3.6mm b/d, averaging 101.3mm b/d. This is slightly less than the demand growth we expect next year – 101.65mm b/d. We are expecting 2022 Brent prices to average $73/bbl, and $78/bbl in 2023. We will be updating our oil balances and price forecasts in next week's publication. Base Metals: Bullish Pedro Castillo, the socialist candidate in Peru's presidential election, held on to a razor-thin lead in balloting as we went to press. Markets have been focused on the outcome of this election, as Castillo has campaigned on increasing taxes and royalties for mining companies operating in Peru, which accounts for ~10% of global copper production. The election results are likely to be contested by opposition candidate rival Keiko Fujimori, who has made unsubstantiated claims of fraud, according to reuters.com. Copper prices traded on either side of $4.50/lb on the CME/COMEX market as the election drama was unfolding (Chart 11). Precious Metals: Bullish As economies around the world reopen and growth rebounds, car manufacturing will revive. Stricter emissions regulations mean the demand for autocatalysts – hence platinum and palladium – will rise with the recovery in automobile production. Platinum is also used in the production of green hydrogen, making it an important metal for the shift to renewable energy. On the supply side, most platinum shafts in South Africa are back to pre-COVID-19 levels, according to Johnson Matthey, the metals refiner. As a result, supply from the world’s largest platinum producer will rebound by 40%, resulting in a surplus. South Africa accounts for ~ 70% of global platinum supply. The fact that an overwhelming majority of platinum comes from a nation which has had periodic electricity outages – the most recent one occurring a little more than a week ago – could pose a supply-side risk to this metal. This could introduce upside volatility to prices (Chart 12). Ags/Softs: Neutral As of 6 June, 90% of the US corn crop had emerged vs a five-year average of 82%; 72% of the crop was reported to be in good to excellent condition vs 75% at this time last year. Chart 11 Chart 12 Footnotes 1     Please see World Bank's Global Economic Prospects update, published June 8, 2021. 2     In fact, US Treasury Inflation-Indexed securities include the CPI-U as a factor in yield determination.  3    For our latest installment of this epic evolution, please see A Perfect Energy Storm On The Way, which we published last week.  It is available at ces.bcareserch.com. 4    Please see Higher Inflation Expectations Battle Lower Risk Premia In Gold Markets, which we published February 4, 2021. It is available at ces.bcareserch.com.     Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights China's high-profile jawboning draws attention to tightness in metals markets, and raises the odds the State Reserve Board (SRB) will release some of its massive copper and aluminum stockpiles in the near future. Over the medium- to long-term, the lack of major new greenfield capex raises red flags for the IEA's ambitious low-carbon pathway released last week, which foresees the need for a dramatic increase in renewable energy output and a halt in future oil and gas investment to achieve net-zero emissions by 2050. Copper demand is expected to exceed mined supply by 2028, according to an analysis by S&P, which, in line with our view, also sees refined-copper consumption exceeding production this year (Chart of the Week). A constitution re-write in Chile and elections in Peru threaten to usher in higher taxes and royalties on mining in these metals producers, placing future capex at risk. Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk. We remain bullish copper and look to get long on politically induced sell-offs as the USD weakens. Feature Politicians are inserting themselves in the metals markets' supply-demand evolutions to a greater degree than in the past, which is complicating the short- and medium-term analysis of prices. This adds to an already-difficult process of assessing markets, given the opacity of metals fundamentals – particularly inventories, which are notoriously difficult to assess. Chinese Communist Party (CCP) jawboning of market participants in iron ore, steel, copper and aluminum markets over the past two weeks has weakened prices, but, with the exception of steel rebar futures in Shanghai – down ~ 17% from recent highs, and now trading at ~ 4911 RMB/MT –  the other markets remain close to records.  Benchmark 62% Fe iron ore at the port of Tianjin was trading ~ 4% lower at $211/MT, while copper and aluminum were trading ~ 5.5% and 6.5% off their recent records at $4.535/lb and $2,350/MT, respectively. In addition to copper, aluminum markets are particularly tight (Chart 2). Jawboning aside, if fundamentals continue to keep prices elevated – or if we see a new leg up – China's high-profile jawboning could presage a release by the State Reserve Board (SRB) of some of its massive copper and aluminum stockpiles in the near term. In the case of copper, market guesses on the size of this stockpile are ~ 2mm to 2.7mm MT. On the aluminum side, Bloomberg reported CCP officials were considering the release of 500k MT to quell the market's demand for the metal. Chart of the WeekContinue Tightening In Copper Expected Chart 2Aluminum Remains Tight Brownfield Development Not Sufficient Our balances assessments continue to indicate key base metals markets are tight and will remain so over the short term (2-3 years). Economies ex-China are entering their post-COVID-19 recovery phase. This will be followed by higher demand from renewable generation and grid build-outs that will put them in direct competition with China for scarce metals supplies for decades to come. Markets will continue to tighten. In the bellwether copper market, we expect this tightness to remain a persistent feature of the market over the medium term – 3 to 5 years out – given the dearth of new supply coming to market. Copper prices are highly correlated with the other base metals (Chart 3) – the coefficient of correlation with the other base metals making up the LME's metals index is ~ 0.86 post-GFC – and provide a useful indicator of systematic trends in these markets. Chart 3Copper Correlation With LME Index Ex-Copper Copper ore quality has been falling for years, as miners focused on brownfield development to extend the life of mines (Chart 4). In Chart 5, we show the ratio of capex (in billion USD) to ore quality increases when capex growth is expanding faster than ore quality, and decreases when capex weakens and/or ore quality degradation is increasing. Chart 4Copper Capex, Ore Quality Declines Chart 5Capex-to-Ore-Quality Decline Set Market Up For Higher Prices Falling prices over the 2012-19 interval coincide with copper ore quality remaining on a downward trend, likely the result of previous higher prices that set off the capex boom pre-GFC. The lower prices favored brownfield over greenfield development. Goehring and Rozencwajg found in their analysis of 24 mines, about 80% of gross new reserves booked between 2001-2014 were due not to new mine discoveries but to companies reclassifying what was once considered to be waste-rock into minable reserves, lowering the cut-off grade for development.1 This is consistent with the most recent datapoints in Chart 5, due to falling ore grade values, as companies inject less capex into their operations and use it to expand on brownfield projects. Higher prices will be needed to incentivize more greenfield projects. A new report from S&P Global Market Intelligence shows copper reserves in the ground are falling along with new discoveries.2 According to the S&P analysts, copper demand is expected to exceed mined supply by 2028, which, in line with our view, sees refined-copper consumption exceeding production this year. Renewables Push At Risk Just last week, the IEA produced an ambitious and narrow path for governments to collectively reach a net-zero emissions (NZE) goal by 2050.3 Among its many recommendations, the IEA singled out the overhaul of the global electric grid, which will be required to accommodate the massive renewable-generation buildout the agency forecasts will be needed to achieve its NZE goals. The IEA forecasts annual investment in transmission and distribution grids will need to increase from $260 billion to $820 billion p.a. by 2030. This is easier said than done. Consider the build-out of China's grid, which is the largest grid in the world. To become carbon neutral by 2060, per its stated goals, investment in China’s grid and associated infrastructure is expected to approach ~ $900 billion, maybe more, over the next 5 years.4 The world’s largest fossil-fuel importer is looking to pivot away from coal and plans to more than double solar and wind power capacity to 1200 GW by 2030. Weening China off coal and rebuilding its grid to achieve these goals will be a herculean lift. It comes as no surprise that IEA member states have pushed back on the agency's NZE-by-2050 plan. This primarily is because of its requirement to completely halt fossil-fuel exploration and spending on new projects. Japan and Australia have pushed back against this plan, citing energy security concerns. Officials from both countries have stated that they will continue developing fossil fuel projects, as a back-up to renewables. Japan has been falling behind on renewable electricity generation (Chart 6). Expensive renewables and the unpopularity of nuclear fuel could make it harder for the world’s fifth largest fossil fuels consumer to move away from fossil fuels. Around the same time the IEA released its report, Australia committed $464 million to build a new gas-fired power station as a backup to renewables. Chart 6Japan Will Continue Building Fossil-Fuel Back-Up Generation Just days after the IEA report was published, the G7 nations agreed to stop overseas coal financing. This could have devastating effects for emerging and developing nations‘ electricity grids which are highly dependent on coal. In 2020 70% and 60% of India and China’s electricity respectively were produced by coal (Chart 7).5 Chart 7EM Economies Remain Reliant On Coal-Fired Generation Near-Term Copper Supply Risks Rise Even though inventories appear to be rebuilding, mounting political risks keep us bullish copper (Chart 8). Lawmakers in Chile and Peru are in the process of re-writing their constitutions to, among other things, raise royalties and taxes on mining activities in their respective countries. This could usher in higher taxes and royalties on mining for these metals producers, placing future capex at risk. In addition, Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk.6 None of these events is certain to occur. Peruvian elections, for one thing, are too close to call at this point, and Chile has a history of pro-business government. However, these are non-trivial odds – i.e., greater than Russian roulette odds of 1:6 – and if any or all of these outcomes are realized, higher costs in copper and lithium prices would result, and miners would have to pass those costs on to buyers. Bottom Line: We remain bullish base metals, especially copper. Another leg up in copper would pull base metals higher with it. We would look to get long on politically induced sell-offs, particularly with the USD weakening, as expected Chart 8Global Copper Inventories Rebuilding But Still Down Y/Y   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 Next Tuesday's OPEC 2.0 meeting appears to be a fairly staid affair, with little of the drama attending previous gatherings. Russian minister Novak observed the coalition would be jointly "calculating the balances" when it meets, taking into account the likely official return of Iran as an exporter, according to reuters.com. We expect a mid-year deal on allowing Iran to return to resume exports under the nuclear deal abrogated by the Trump administration in 2019, and reckon Iran has ~ 1.5mm b/d of production it can bring back on line, which likely would return its crude oil production to something above 3.8mm b/d by year-end. We are maintaining our forecast for Brent to average $64.45/bbl in 2H21; $75 and $78/bbl, in 2022 and 2023, respectively. By end 2023, prices trade to $80/bbl. Our forecast is premised on a wider global recovery going into 2H21, and continued production discipline from OPEC 2.0 (Chart 9). Base Metals: Bullish Our stop-losses was elected on our long Dec21 copper position on May 21, which means we closed the position with 48.2% return. The stop loss on our long 2022 vs short 2023 COMEX copper futures backwardation recommendation also was elected on May 20, leaving us with a return of 305%. We will be looking for an opportunity to re-establish these positions. Precious Metals: Bullish We expect the collapse in bitcoin prices, the US Fed’s decision to not raise interest rates, and a weakening US dollar to keep gold prices well bid (Chart 10). China’s ban on cryptocurrency services and Musk’s acknowledgment of the energy intensity of Bitcoin mining sent Bitcoin prices crashing. The Fed’s decision to keep interest rates constant, despite rising inflation and inflation expectations will reduce the opportunity cost of holding gold. According to our colleagues at USBS, the Fed will make its first interest rate hike only after the US economy has reached "maximum employment". The Job Openings and Labor Turnover Survey reported that job openings rose nearly 8% in March to 8.1 million jobs, however, overall hiring was little changed, rising by less than 4% to 6 million. As prices in the US rise and the dollar depreciates, gold will be favored as a store of value. On the back of these factors, we expect gold to hit $2,000/oz. Ags/Softs: Neutral Corn futures were trading close to 20% below recent highs earlier in the week at ~ $6.27/bu, on the back of much faster-than-expected plantings. Chart 9 Chart 10     Footnotes 1     Please refer to Goehring & Rozencwajg’s Q1 2021 market commentary. 2     Please see Copper cupboard remains bare as discoveries dwindle — S&P study published by mining.com 20 May 2021. 3    Please see Net Zero by 2050 – A Roadmap for the Global Energy Sector, published by the IEA. 4    Please see China’s climate goal: Overhauling its electricity grid, published by Aljazeera.  5    We discuss this in detail in Surging Metals Prices And The Case For Carbon-Capture published 13 May 2021, and Renewables ESG Risks Grow With Demand, which was published 29 April 2021.  Both are available at ces.bcaresearch.com. 6    Please see A game of chicken is clouding tax debate in top copper nation, Fujimori looks to speed up projects to tap copper riches in Peru and Codelco says 40% of its copper output at risk if glacier bill passes published by mining.com 24, 23 and 20 May 2021, respectively.    Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

ハイライト IEAの最新予測によれば、2021–22年の期間における世界の発電設備増加のうち、再生可能エネルギーの設備容量が90％を占める見込みです。これは、昨年追加された再生可能エネルギーの発電設備容量が前年同期比で45％増加したこと（COVID-19パンデミック下でも発生した）を受けたものです（今週のチャート）。 再生可能エネルギーと電気自動車（EV）への継続的な投資、および世界経済の回復により、銀行や商社の銅価格予測は1トンあたり約13,000～20,000ドルのレンジに引き上げられつつあり、現在の約10,600ドル/トン（約4.80ドル/ポンド）と比べて高い水準となっています。 これらのより強い金属価格見通しが的中すれば、カーボン回収やサーキュラー利用技術を通じて化石燃料の低炭素利用を延長する投資の魅力が高まるでしょう。 これらの技術への投資は、投資を評価するための明確な世界的参照価格が存在しないため限定的でした。カーボン市場や炭素税がそのような基準を提供すれば投資は加速します。これはカーボン・マーケット・クラブを通じて監視でき、税を公表し徴収する加盟国に取引を限定します。1 特集 IEAの最新の再生可能エネルギーに関するアップデートによれば、昨年の再生可能エネルギーの設備容量増加はほぼ280GWで、前年同期比45％増と1999年以来の最大の伸びでした。2 今年および来年については、再生可能エネルギーが設備容量増加の90％を占めると見込まれており、特に太陽光PVへの投資は約50％増の162GWに達すると予想されています。風力は昨年90％増の114GWにまで成長し、2022年末までに約50％増加する見込みです。 再生可能エネルギーの発電量の増加と電気自動車（EV）への投資の拡大に伴い、バルク（鉄鋼および鉄鉱石）や、銅を先頭とするベースメタルの需要が価格を押し上げるでしょう。これは、2020年末までの4年間で供給の伸びが停滞し物理的な不足が続いた背景のもとで起きています（チャート2）。IEAによれば、2020年9月から2021年3月の期間で鉄鋼および銅価格が40％上昇したことが、太陽光PVモジュール価格上昇の一因となりました。 今週のチャート 再生可能エネルギー設備容量の急増 金属価格の急騰とカーボンキャプチャーの必要性 金属価格の急騰とカーボンキャプチャーの必要性 我々の評価では、銅市場の供給側は今年と来年も不足が続く見込みであり、Wood Mackenzieが想定するように、今後20年間で需要が年率約2％で成長し、鉱山事業者が需要に見合う設備投資（capex）に踏み切らない場合、この傾向は継続する可能性があります。3 チャート2 物理的な赤字が銅の在庫を引き下げる... 現物不足が銅在庫を取り崩す… 現物不足が銅在庫を取り崩す… 銅や、再生可能エネルギーの構築やインフラに必要な他の金属に関するESGリスクは、価格上昇に伴って高まり、コストを押し上げます。4 こうしたコスト上昇とESGリスクの増大は、我々の見解ではカーボン回収やサーキュラーエコノミー技術への投資魅力を高めます。これにより、もし技術が世界をネットゼロの方向へ近づけられるなら、低炭素の化石燃料の利用期間を延長することが可能になります。しかし、政府の政策がこの投資を誘発しない限り—例えば世界的なカーボン取引価格や炭素税を通じて—、これら技術への投資は低迷し続ける可能性が高いでしょう。 カーボン回収技術の果たせなかった約束 カーボン回収・利用・貯留（CCUS）の歴史は、高い期待と達成されない期待の繰り返しでした。気候変動緩和の手段として一般に認識されているものの、その導入は期待ほど速く進んでいません。 低炭素技術は化石燃料に基づく技術に比べてより多くの重要金属を必要とします（チャート3）。コストの問題に加え、再生可能エネルギー移行のために金属採掘が増えれば、採掘に伴うESGリスクも増大します。これについては当社の過去のリサーチで議論しました。5 Wood Mackenzieによれば、低炭素世界への移行を支えるのに必要な金属供給のために、鉱業会社は今後15年でほぼ1.7兆ドルの投資を行う必要があると推計しています。6 チャート3 低炭素技術は金属集約的である 金属価格の急騰とカーボン・キャプチャーの意義 金属価格の急騰とカーボン・キャプチャーの意義 こうした金属に関する差し迫った物理的需要を考えると、市場が現在織り込んでいるよりも長い期間、化石燃料が橋渡しとして使われるか、あるいは炭素をハイドロカーボンから除去する技術の成功度合いに応じて将来の一部として使われ続ける可能性が高いと言えます。そうであるならば、移行期において化石燃料を使い続けつつその環境影響を軽減するには、CO2やその他の温室効果ガス（GHG）排出を低減するための高度に焦点を絞った技術が必要になります。 そこでCCUS技術です：この技術は、化石燃料やバイオマスを用いて現代社会に必要なエネルギーを生産する過程で発生するCO2を捕捉します。現在の形態では、CO2は圧縮されて輸送されるか、地質構造や海洋貯留層に貯留されます。これを増進回収（EOR）に利用して、炭化水素を含む貯留層にCO2を注入することで採取が困難な油を抽出することも可能です。7 CCUS投資の余地 CCUSへの投資支出は増加しており、この技術を利用または実証する予定の施設数も増えています。IEAの『Energy Technology Perspectives 2020』の2020年版では、2017年以降に30件の新しい統合型CCUS施設が発表され、主に米国や欧州など先進国で進められているが、一部の新興国でも計画があると指摘しています。2020年時点で計画が高度な段階にあるプロジェクトは合計で270億ドルに相当し、2017年時点の計画投資の2倍以上となっています（チャート4）。 パリ協定の多くの目的の一つは、21世紀後半に人工的な排出と温室効果ガス（GHG）吸収（シンク）による除去との間でバランスを取ることです。実務的には、多くの国、特に新興国はこの期間中に開発のために化石燃料を使用し続ける必要があるでしょう（チャート5）。8 チャート4 ここまでのカーボン回収プロジェクト 急騰する金属価格とカーボンキャプチャーの必要性 急騰する金属価格とカーボンキャプチャーの必要性 チャート5 新興国の開発には化石燃料エネルギーが必要になる 高騰する金属価格とカーボン・キャプチャー導入の必要性 高騰する金属価格とカーボン・キャプチャー導入の必要性 エネルギー分野におけるCCUS 石炭に比べてGHG排出が少ない燃料、すなわち石炭のCO2の半分程度しか排出しない天然ガスは、グリーン発電への橋渡し（ブリッジ）として有効に使うことができます（チャート6）。 チャート6 天然ガスはブリッジ燃料として引き続き魅力的である 金属価格の急騰とカーボン・キャプチャ導入の必要性 金属価格の急騰とカーボン・キャプチャ導入の必要性 天然ガス中のCO2は、パイプライン品質のガスやLNGとして販売される前に除去する必要があります。通常、このCO2は大気中に放出されますが、CCUS技術を用いることで地質貯留層へ再注入し、増進回収（EOR）に利用することができます。このため、世界最大のLNG輸出国である米国のLNG企業は、より環境に配慮した事業運営を目指してCCUS技術への投資を検討しています。9 CCUSはまた、天然ガスや石炭を用いて低コストの水素（いわゆるブルー水素）を生産するためにも利用できます。これは再生可能エネルギー由来の電力を用いる電気分解による「グリーン水素」よりもコストが低く、ブルー水素の低コスト化は新興国にクリーンな水素を普及させ、脱炭素化に向けた新たな利用経路を開く可能性があります。 その他産業におけるCCUSの価値 CCUS技術は既存の発電所や産業プラントに後付けで導入することが可能であり、IEAによれば、そうでなければ2050年に約80億トンのCO2を排出し続ける可能性があるとされ、これは2020年のエネルギー部門の年間排出量のおよそ4分の1に相当します。 化石燃料を燃焼する発電所のうち、石炭火力発電は最大のCO2課題を抱えています。排出の大部分は中国やその他のアジア新興国から生じており、平均設備年齢は20年未満です。米国規制委員会協会によれば石炭火力発電所の平均寿命は40年であるため、これらの発電所は残存稼働年数が長く、2050年まで稼働し続ける可能性があります。既存の発電所や産業プラントを廃止したり用途変更したりする代替手段として、CCUSは唯一の選択肢となり得ます。 IEAは、ネットゼロ炭素排出を達成するにはCCUSが不可欠であると考えています。同機関のSustainable Development Scenarioでは、エネルギー部門からの世界のCO2排出が2070年までにネットゼロに減少するシナリオにおいて、CCUSは累積排出削減の15％を占めます。もし世界が2050年までにネットゼロを達成する必要がある場合、ほぼ50％多いCCUSの導入が必要となります。10 適切に実装・拡大されれば、CCUSは産業が石油、ガス、石炭を使い続けつつネットゼロ目標を達成することを可能にし、中期的には化石燃料需要を後押しする可能性があります。これは特に新興国の開発にとって重要です。 なぜCCUSはもっと進んでいないのか？何ができるか？ CCUSが広く使われていない主な理由はコストです。 現在、CO2を捕捉するコストはCO2濃度に基づいて変動し、直接空気回収（Direct Air Capture）が最も高価です（チャート7）。こうした高コストのために、CCUSは商業的に成立していません。 ただし、同じ議論は再生可能エネルギー導入に対してもかつては成り立ちました。かつて再生可能エネルギーの平準化発電コストは高価でしたが、政府補助金による拡大とスケールアップにより、ムーアの法則的なコスト低下曲線に沿ってコストは下がりました。Lazard Ltd.が報告する技術横断比較が可能な太陽光発電の平準化発電コストでは、2009年から2019年にかけて発電コストが89％低下し、359ドル/MWhから40ドル/MWhになりました（チャート8）。この学習曲線は、太陽光技術の導入を促進した政府補助金によって可能になりました。 チャート7 CCUSは高コストになり得る 金属価格の急騰とカーボンキャプチャーの必要性 金属価格の急騰とカーボンキャプチャーの必要性 チャート8 太陽光と同様に補助金がCCUSを支援し得る 補助金は、太陽光発電で行われたのと同様にCCUSを支援できる 補助金は、太陽光発電で行われたのと同様にCCUSを支援できる CCUS技術のコストは低下しています。例えば、2019年にGlobal CCS Instituteは、カナダのBoundary Damで2014年に稼働したCCSユニットでの捕捉コストが1トン当たり100ドルであったと報告しました。3年後に建設された米国のPetra Novaで、改良技術を用いた捕捉コストは1トン当たり65ドルでした。いずれも石炭火力発電所です。報告書はまた、Boundary DamやPetra Novaと同様のCCS技術を用いて2024–28年に稼働開始予定の石炭火力発電所では、学習曲線の進展、研究、規模の経済による資本コスト低下、デジタル化などにより1トン当たり約43ドルになると見込まれていると指摘しました。これらのコスト削減の共通点の一つは、企業がCCUSにより多く投資し、この技術に慣れ親しむ必要があるという点です。 再生可能エネルギーの事例と同様に、政府補助金はCCUSの運用コストの参入障壁を下げ、この技術の改良への参加を促します。初期の先駆的なCCUSは高価ですが、資本支援や税額控除といった補助によりCCUSの実装と研究は増加します。Boundary DamとPetra Novaは政府補助金の恩恵を受けた例であり、CCSユニット建設時にそれぞれカナダ政府および米国の機関から1億7,000万ドルと2億ドルの支援を受けました。 米国はまた45Q税額控除制度を導入しており、貯留されたCO2に対しては1トン当たり50ドル、増進回収のような用途で使用されたCO2に対しては1トン当たり35ドルを施設に支払います。Global CCS Instituteによれば、2019年末時点で米国に追加された8件の新しいCCUSプロジェクトのうち4件は、45Qの存在を主要な推進要因として挙げていました。 カーボン市場と炭素税の活用 2005年に導入されたEUの排出権取引制度（ETS）は、企業に市場の力を使って排出削減を促す革新的な政策の一例です。これらの市場で計測される炭素価格は、これまで記録されてこなかった負の外部性に具体的な価値を与えます。ETSの欠点は、長期の需給分析や計画を複雑にする政策変更に左右されるEUの環境政策実施に依存している点です。例えば、最近の目標引き上げでは2030年までに温室効果ガス排出を少なくとも55％削減することが掲げられました。 排出権の政策主導トレードに代わる手段としては、政府が課し徴収する排出量当たりの炭素税があります。これにより、鉱業で使用されるような化石燃料を用いる技術のコストが上昇し、再生可能エネルギー移行に必要なバルクやベースメタルの供給を増やすための技術を供給・使用する企業にCCUSなどでCO2を削減するインセンティブが与えられます。 ETS市場と政府によるCO2課税は、ウィリアム・ノードハウス（2018年ノーベル経済学賞受賞者）が提唱した技術であるカーボン・マーケット・クラブを形成することができます。これにより、加盟国がパリ協定で求められる実際の削減を取引や税制で示し参加していることを実証できる国に取引を限定できます。11 グリーンエネルギー移行が勢いを増し、各国がネットゼロ政策を実施するにつれて、炭素の価格は上昇するでしょう。炭素価格が上がると、企業の排出に関連するコスト負担が増加します。市場参加者が炭素価格が記録的水準に達した後も上昇を続けると見込む中で、EUで事業を行う企業にとってCCUS技術を採用するインセンティブは強まり、炭素税に直面する企業にとっても同様に導入の動機が高まります。12 要点： 緑の金属価格の急騰、設備投資の不足、そして低炭素未来のために採掘される金属に伴うESGリスクを踏まえると、我々は市場の織り込み以上に化石燃料が低炭素社会への移行で大きな役割を果たすと予想します。各国が気候目標を達成しつつ化石燃料を利用できるようにするためには、CCUS技術の利用が重要です。CCUSの普及を高めるためには、再生可能エネルギーの事例にならい、需要が確立するまで政府がこの技術を補助する必要があります。また、ETSや炭素税の導入促進も行動を触発するために必要です。   Robert P. Ryan チーフ・コモディティ＆エネルギー・ストラテジスト rryan@bcaresearch.com Ashwin Shyam リサーチ・アソシエイト コモディティ＆エネルギー戦略 ashwin.shyam@bcaresearch.com     コモディティ概況 エネルギー： 強気 記事作成時点で、ブレント原油価格は70ドル/バレルの水準に迫っていました。これはIEAが2021年後半の強い需要回復を評価したことを受けた動きです（チャート9）。IEAは2021年前半の需要増加見通しを27万b/d引き下げましたが、インドやOECDアメリカ、欧州でのCOVID-19による需要減少が主因であり、後半の見積りは維持しており、今年の総需要増は540万b/dとしています。EIAも今年の需要増を540万b/d、来年は370万b/dと見込んでいます。OPECは2021年通年の需要増を600万b/dのまま維持しました。OPEC 2.0は6月1日に再び会合し、我々の見立てでは市場により多くのサイドライン生産を戻すことを検討するでしょう。来週のレポートで需給バランスと価格見通しを更新する予定です。 ベースメタル： 強気 記事作成時点で、CME/COMEXのスポット銅価格はおおむね4.80ドル/ポンド付近で推移していました。チリでの増税の脅威（そのような税を求める法案が議会を通過しつつあること）、鉱山労働者のストライキの可能性、そして採鉱で使用される硫酸の不足（パンデミックによる製油所の稼働減少が原因で世界的に硫黄供給が減少したことによる）などが、ブルームバーグによれば銅を強く買われた状態にしています。当社の12月限COMEX銅の目標は5ドル/ポンド（LMEで約11,000ドル/トン）です。物理的な供給不足が在庫取り崩しを強い続け、金利構造をバックワーディテートさせると予想しているため、当社は2022年カレンダー物のCOMEX銅をロング、2023年をショートのポジションを継続しています。 貴金属： 強気 水曜日の米国のCPIデータは、4月の総合インフレ率が前年同月比で4.2％上昇したことを示しました。これは2008年以来の高水準ですが、この上昇はベース効果（昨年の同時期にパンデミックで物価が下落していたため）による部分もあると考えられます。物価上昇は金をインフレヘッジとしての需要を高めますが、もしこのデータを受けてFRBが金利を引き上げれば米ドル高となり、金価格にはマイナスに働きます（チャート10）。ただし我々はFRBがこの報告で指針を急激に転換するとは予想しておらず、中銀がこの一時的な上振れと扱うと見ています。昨日の終値時点でCOMEXの金は1,835.9ドル/オンスで取引されていました。 農産物／ソフト商品： 中立 記事作成時点で、シカゴ大豆市場は水曜日に発表予定のWorld Agriculture Supply and Demand Estimates（WASDE）レポートを前に上昇していました。先物の期近は約16.70ドル/ブッシェルで、日中で2％上昇していました。今月のWASDEには、2021/22作付年に対するUSDAの初の需要見積りが含まれ、需要の強まりにより供給が引き締まるとの見通しが市場で予想されています。 チャート9 ブレント価格が上昇中 ブレント価格が上昇中 チャート10 新型コロナの不確実性が金の需要を押し上げる可能性がある 新型コロナの不確実性が金の需要を押し上げる可能性がある   脚注 1     詳細はWorld Bankが2016年7月に公表したカーボン・マーケット・クラブと新パリ体制を参照してください。こうした技術の知的および計算の枠組みは、2018年ノーベル経済学賞受賞者のウィリアム・ノードハウスによって開発されました。 2     今週IEAが公表した再生可能エネルギー市場アップデート、2021年および2022年の見通し.pdfを参照してください。 3    WoodMacは「追加の大規模な投資がない限り、2024年以降生産は減少する。需要の伸びと相まって、この生産減少は理論的には2040年までに約16Mtの不足をもたらすだろう」と指摘しています。コンサルタントは、この期間の銅需要を満たすためにさらに3,250億～5,000億ドル以上の投資が必要になると見積もっています。詳細は供給成長の欠如は銅業界にしっぺ返しをもたらすか？（woodmac.com、2021年3月23日）をご覧ください。 4    当社が2021年4月29日に公表した需要拡大に伴う再生可能エネルギーのESGリスクの増大を参照してください。ces.bcaresearch.comで入手可能です。 5    脚注4を参照してください。 6    Reutersが公表した低炭素世界には1.7兆ドルの鉱業投資が必要をご覧ください。 7     この方法は石油生産を増加させるために用いられます。炭化水素の特性を変え、貯留層圧力を回復し、貯留層内での油の置換を促進します。EORを用いることで、石油会社は貯留層中の原油原始埋蔵量の30％から60％を回収することができます。詳細は米国エネルギー省が公表する増進回収をご覧ください。 8    ReutersのコラムCO2排出制限と経済開発を参照してください。 9    World Oilの記事米国のLNG業者はグリーンなイメージ向上のためにカーボン回収を唱えるをご覧ください。 10   IEAのカーボン回収・利用・貯留に関する特別報告（Energy Technology Perspectives 2020の一部）をご覧ください。 11    上の脚注1を参照してください。 12    Financial Timesの記事EUで汚染のコストが急騰、炭素価格が記録的な€50に達するを参照してください。 投資見解とテーマ 戦略的推奨事項 タクティカル・トレード コモディティ価格および取引参考表 2021年にクローズした取引 クローズした取引の要約 より高いインフレが到来 より高いインフレが到来

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

ハイライト 中国の鋼材需要の急増を受け、建築およびインフラプロジェクトが今年完了するにつれて上海鉄鋼先物が今月初めに5,200人民元/MT弱の史上高近くまで上昇したことから、銅価格はさらに上昇すると見込まれます（今週のチャート）。 銅は今年および来年にかけて実需ベースでの需給不足を記録し、在庫がさらに減少するとともに中国および世界的に銅スクラップの需要を押し上げるでしょう。 銅価格の上昇が続けば、現在の市場での口先介入が需要と価格上昇を抑えられない場合、中国の膨大な国家保有銅在庫（約200万MTと推定される）の一部を当局が放出する可能性があります。 強い鋼材マージンと製鉄所に対する新たな環境規制が高品位鉄鉱石（65% Fe）需要を押し上げており、同品は今週初めに約223ドル/MT弱の史上高を付けました。ベンチマークの鉄鉱石価格（62% Fe）は今週10年ぶり高値で取引され、約190ドル/MT手前でした。 当社は2021年12月の銅価格予想を4.50ドル/lbから5.00ドル/lbに引き上げます。さらに、本日の取引終了時に2022年物CME/COMEX銅をロングし、2023年物CME/COMEX銅をショートするポジションを取ります。より急峻なバックワーデーションを見込んでの取組みです。 特集 中国の唐山（Tangshan）製鉄拠点における汚染削減のための製鉄所稼働率の最大30%削減という政府指示は、建設およびインフラのブームに対応する既に逼迫した市場をさらに引き締めることになります（チャート2）。このブームは鋼材価格、そして結果的に鉄鉱石価格を急騰させました（チャート3）。過去と同様に、これが銅の強気相場の次の局面の舞台を整えます。 今週のチャート 鋼材の急騰が銅価格の更なる上昇を予告 鉄鋼の急騰は銅価格のさらなる上昇を示唆する 鉄鋼の急騰は銅価格のさらなる上昇を示唆する 当社のモデルでは、特に鉄筋（リバー）価格と銅価格の間に強い関係があることが今週のチャートで確認できます。鋼材は建築・インフラプロジェクトの前段階で使われ（鉄筋で補強されたコンクリートや圧延コイル製品など）、その後、完成したプロジェクトには銅が使われます（配線や配管の形で）。 チャート2 銅の強気相場は続く 銅の強気相場は続く 銅の強気相場は続く 建設・建築ブームに加え、製造業の継続的な回復が銅価格の追い風となり、2021年後半の世界的な活動回復がこれをさらに増幅します。チャート4は名目GDP水準と銅価格の関係を示しています。重要なのは、アジア（中国を含む）およびアジア以外の経済成長が銅価格とコインテグレーション（共積分）関係にあることで、すなわち経済成長と工業コモディティは長期的な均衡を共有しており、それが同時変動を説明します。 チャート3 鋼材ブームが鉄鉱石価格を押し上げる 鉄鋼ブームが鉄鉱石価格を押し上げる 鉄鋼ブームが鉄鉱石価格を押し上げる メディア報道はしばしば、中国の政府支出をGDP比で注目しがちです（例：社会融資総額のGDP比）。しかし商品価格動向を説明しようとする際に経済要因が除外されがちです。中国政府が民間部門（財・サービス面）をさらに拡大することに成功すれば、オーガニックな経済成長が中国のコモディティ需要を説明する上でより重要になります。 チャート4 世界経済の成長が銅価格を押し上げる 世界的な経済成長が銅価格を押し上げる 世界的な経済成長が銅価格を押し上げる 当社の銅モデルでは、名目中国GDP、新興アジア（EMアジア）GDPおよびアジア以外の新興国（EM）GDPに加え、鋼材と鉄鉱石価格が銅価格と共積分関係にあることが分かります。これは純粋な経済学的観点から期待される結果です。一方で、これらの工業用コモディティ価格と中国の名目GDPに対する社会融資総額の割合との間には共積分関係（経済的な共動性や共通トレンド）は見られません。これらのモデルにより、銅価格の説明や予測に役立たない偽の関係を回避できます。 チャート5 鉄鉱石・銅の需要はグリーン・エネルギーの整備で増加する 鉄鋼価格の急騰で銅が上昇 鉄鋼価格の急騰で銅が上昇 チャート6 再生可能エネルギーが新規増分発電を主導 銅、鉄鋼価格の急騰を受け上昇へ 銅、鉄鋼価格の急騰を受け上昇へ 長期的には、当社が過去の調査報告で指摘してきたように、分散型再生可能発電の導入、よりレジリエントな電力網、電気自動車（EV）への移行は、鉄鉱石や鋼材といったばら積み需要、および特に銅のようなベースメタルの需要成長の主要な源泉となります（チャート5）。1 すでに再生可能エネルギーは、世界の電力網に追加される新規増分発電の中で最も高い成長セグメントを占めています（チャート6）。 銅供給の増加にはより高い価格が必要 銅供給は短期（2022年末まで）では需要に対応するのが困難であり、再生可能エネルギーとEVの整備は大半がこれから始まる段階にあります。つまり中期（2025年末まで）および長期（2050年）において、需要を満たすためにはかなりの新供給を開発する必要があります。 短期的には、精錬銅の供給面、特に製錬所が半精製品として精製し製造入力にする凝縮物（コンデンセート）レベルが極めて低下しており、中国の製錬所におけるトリートメント料・精製料（TC/RC）の長期的な急落からも確認できます（チャート7）。先週およそ22ドル/MTで、これらの手数料は2013年に中国でのベンチマークTC/RC指数が開始されて以来の最低水準でした（reuters.comによる）。2 チャート7 供給減少で銅のTC/RCが低下、価格を押し上げる 銅のTCRCsが供給減で下落し、価格を押し上げる 銅のTCRCsが供給減で下落し、価格を押し上げる 銅の供給事情はチャート8にも表れており、年次の供給と需要を残高に換算すると、これが在庫市場を介して調整されます。国際銅研究グループ（ICSG）は、鉱山生産は昨年も前年並みで推移し、精銅供給はわずか1.5%の増加にとどまったと推定しています。 チャート8 実需の不足が銅在庫を引き下げる... 現物不足が銅在庫を取り崩す… 現物不足が銅在庫を取り崩す… ICSGの推定によれば消費は2.2%増加し、中国の保税倉庫在庫を調整後の今年の実需ベースの不足は456千MTが見込まれます。これで銅市場は4年連続の実需不足となり、2017年以降の平均不足は約414千MTです。その結果、在庫が再び供給ギャップを埋める頼みとなり、世界の在庫は前年比約25%減と低水準で今後も減少し続けるでしょう（チャート9）。 鉱業の設備投資が弱く、銅鉱石の品位が低下しているため、相当程度の新投資を促すにはより高い価格が必要です（チャート10）。しかし、これらプロジェクトのリードタイムは最良のケースでも5年であるため、鉱山会社は近い将来に最終投資判断を下してプロジェクトを承認する必要があります（チャート11）。 チャート9 ...結果として4年続く実需不足で在庫は低水準 …4年にわたる現物不足を経て低い …4年にわたる現物不足を経て低い チャート10 弱い投資と低下する鉱石品位を是正するにはより高い銅価格が必要 弱い設備投資と鉱石品位の低下を是正するには、銅価格のさらなる上昇が必要だ 弱い設備投資と鉱石品位の低下を是正するには、銅価格のさらなる上昇が必要だ チャート11 新規鉱山稼働までのリードタイムは短縮中だが時間は限られる 銅、鉄鋼価格の急騰で上昇へ 銅、鉄鋼価格の急騰で上昇へ 投資への含意 当社が銅に注目するのは、銅があらゆる再生可能技術に関わり、電気自動車（EV）にとっても重要であり、特にこの技術が広く普及した場合にその重要性が増すという単純な事実によります（チャート12）。 当社は短期・中期・長期の投資期間にわたり銅供給の課題が続くと予想しています。短期対応として、当社は2020年9月10日に2021年12月物銅をロングすることを推奨しており、このポジションは現在39.2%の含み益です。中長期をカバーするために、当社はS&P グローバル GSCI コモディティ・インデックスおよびiShares GSCI コモディティ ダイナミック ロール ストラテジー ETF（COMT）をそれぞれ2017年12月7日と2021年3月12日に推奨しており、これらは現時点でそれぞれ-2.3%および-0.8%となっています。 チャート12 電気自動車の普及が新たな銅需要を生む 鉄鋼価格の急騰で銅が上昇へ 鉄鋼価格の急騰で銅が上昇へ 本日の取引終了時に、上記の銅の需給ストーリーに基づく中期的な機会を捉えるために、2022年物CME/COMEX銅先物をロングし、2023年物CME/COMEX銅先物をショートするポジションを構築します。市場のさらなる引き締まりにより在庫が取り崩され、銅先物カーブのバックワーデーションがより急峻になると予想しています。 短期・中期・長期の当社ポジションに対する主なリスクは、世界的にCOVID-19パンデミックを抑制できないことであり、これは短期的なリスクだと考えています。第二のリスクは、中国国家備蓄局（別名：国家鉱物備蓄局）が保有する戦略的な銅コンセントレート備蓄の大規模放出です。後者のリスクに関して、同局の実際の保有量は不明ですが、約200万MTの範囲にあると考えられています。3 結論： 当社は工業用コモディティ、特に銅に対して強気の立場を維持します。 ロバート・P・ライアン チーフ・コモディティ＆エネルギー・ストラテジスト rryan@bcaresearch.com   コモディティ概要 エネルギー： 強気 米国エネルギー情報局（EIA）によれば、テキサス州は2022年末までに約10GWのユーティリティ規模の太陽光発電を追加する見込みです。テキサスは2020年に本格的に太陽光市場に参入し、2.5GWを導入しました。EIAは今後2年間で年平均約5GWを追加すると見ており、総太陽光容量は約15GW弱になる見込みです。この新規容量の約30%は米国で最も生産性の高い油田があるパーミアン盆地で建設される予定です。比較として、米国の太陽光発電の主要生産州であるカリフォルニアはEIAによれば3.2GWの新規太陽光容量を追加します（チャート13）。2022年末までに、新規太陽光発電の約3分の1がテキサスで追加される見込みで、同州はすでに国内で最大の風力発電地でもあります。風力の発電可能性は夜間に高く、太陽は昼間に最も豊富です。 貴金属： 強気 パラジウム価格は水曜日に約2,876ドル/ozで取引され、2020年2月の過去最高2,875.50ドル/ozを上回り3,000ドル/ozに迫っています。これは世界最大のパラジウム生産者であるロシアの金属メーカー、ノリリスクの生産見通し引き下げが続いているためです（チャート14）。同社は今週、以前の見通しを更新し、鉱山の浸水により銅・ニッケル・パラジウムの鉱山生産が今年最大20%減少する可能性があるとしました。パラジウムはガソリン車の触媒に使われ、世界がCOVID-19由来の需要破壊と自動車の供給を制限している半導体不足から回復するにつれて、自動車販売の回復が見込まれます。加えて、白金族金属（PGM）の生産は南アフリカの電力供給の不安定さにより妨げられており、国内の電力大手が需給調整のために計画停電を実施せざるを得ない状況です。当社は2020年4月23日にパラジウムのロングを推奨して以降、同金属のロングを維持しており、このポジションは35.6%の含み益です。 チャート13 鉄鋼価格の急騰で銅が上昇へ 鉄鋼価格の急騰で銅が上昇へ チャート14 パラジウム価格 パラジウム価格     脚注 1     例として当社が2020年11月26日に発表したレポート「Renewables, China's FYP Underpin Metals Demand」（再生可能エネルギー：中国の五カ年計画が金属需要を支える）をご覧ください。‌ ces.bcaresearch.comで入手可能です。   2     reuters.comに掲載された2021年4月14日付の記事「RPT-COLUMN-Copper smelter terms at rock bottom as mine squeeze hits: Andy Home」を参照してください。この記事は、鉱山と製錬所間の直接取引が10ドル/MT程度まで報告されたことを指摘しており、銅の実需サイドが現状いかに逼迫しているかを示しています。 3    reuters.comに掲載された2021年4月20日付の記事「Column: Supercycle or China cycle? Funds wait for Dr Copper's call」をご覧ください。    投資見解とテーマ 推奨 戦略的推奨 戦術的トレード コモディティ価格と取組の参考表 2021年にクローズしたトレード クローズ済みトレードの要約 より高いインフレが到来 より高いインフレが到来

Highlights The Biden Administration's $2.25 trillion infrastructure plan rolled out yesterday will, at the margin, boost global demand for energy and base metals more than expected later this year and next.  Global GDP growth estimates – and the boost supplied by US stimulus – once again will have to be adjusted higher (Chart of the Week). Energy and metals fundamentals continue to tighten. OPEC 2.0's so-far-successful production management strategy will keep the level of supply just below demand, which will keep Brent crude oil on either side of $60/bbl. Base-metals output will struggle to meet higher demand from the ongoing buildout of renewables infrastructure and growing electric-vehicle sales. Of late, concerns that speculative positioning suggests prices will head lower – or, at other times, higher – are entirely misplaced: Spec positioning conveys no information on price levels or direction.  Energy and metals prices, on the other hand, do convey useful information on spec positioning, demonstrating specs do not lead the news or prices, they follow them. Short-term headwinds caused by halting recoveries and renewed lockdowns – particularly in the EU – will fade in 2H21 as vaccines roll out, if the experience of the UK and US are any guide.  Continued USD strength, however, would remain a headwind. Feature If the Biden administration is successful in getting its $2.25 trillion infrastructure-spending bill through Congress, the US will join the rest of the world in the race to re-build – in some cases, build anew – its long-neglected bridges, roads, schools, communications and high-speed transportation networks, and, critically, its electric-power grid.  There's a lot of game left to play on this, but our Geopolitical Strategy group is giving this bill an 80% of passage later this year, after all the wrangling and log-rolling in Congress is done. In and of itself, the infrastructure-directed spending coming out of Biden's plan will be a catalyst for higher US industrial commodity demand – energy, metals and bulks.  In addition, it will support the lift in the demand boost coming out of higher GDP growth globally, which will be pushed higher by US fiscal spending, as the Chart of the Week shows.  Of note is the extremely robust growth expected in India, China and the US, which are among the largest consumers of industrial commodities globally.  Overall growth in the G20 and globally will be expansive in 2022 as well. Chart of the WeekBiden's $2.25 Trillion Infrastructure Bill Will Boost Global Commodity Demand Higher GDP growth translates directly into higher demand for commodities, all else equal, as can be seen in the relationship between EM and DM GDP, supply and inventories and Brent crude oil prices in Chart 2.  While we have reduced our Brent forecast for this year to $60/bbl on the back of renewed demand-side weakness in the EU due to problems in acquiring and distributing COVID-19 vaccines, we expect this to be reversed next year and into 2025, with prices trading between $60-$80/bbl (Chart 3).  OPEC 2.0, the oil-producer coalition led by the Kingdom of Saudi Arabia (KSA) and Russia, has done an excellent job of keeping the level of oil supply below demand over the course of the pandemic, which we expect to continue to the end of 2025.1 Chart 2Higher GDP Growth Presages Higher Commodity Demand Chart 3Brent Crude Oil Prices Will Average - / bbl to 2025 As the Biden plan makes its way through Congress, markets will get a better idea of how much diesel fuel, copper, steel, iron ore, etc., will be required in the US alone.  What is important to note here that the US is just moving to the starting line, whereas other economies like China and the EU already have begun their investment cycles in renewables and EVs.  At present, key markets already are tight, particularly copper (Chart 4) and aluminum (Chart 5).  In both markets, we expect physical deficits this year and next, which inclines us to believe the metals leg of this renewables buildout is just beginning – higher prices will be required to incentivize the development of new supply.2  Chart 4Copper Will Post Physical Deficit... Chart 5...As Will Aluminum This is particularly important in copper, where growth in mining output of ore has been flat for the past two years.  Copper is the one metal that spans all renewables technologies, and is a bellwether commodity for global growth.  We expect copper to trade to $4.50/lb (up ~ $0.50/lb vs spot) on the COMEX in 4Q21 on the back of increasing demand and tight supplies – i.e., falling mining supply and refined copper output growth (Chart 6). Worth noting also is steel rebar and hot-rolled coil prices traded at record highs this week on Chinese futures markets.  Stronger steel markets continue to support iron ore prices, although the latter is trading off its recent highs and likely will move lower toward the end of the year as Brazilian supply returns to the market.3  We use steel prices as a leading indicator for copper prices – steel leads copper prices by ~ 9 months.  This makes sense when one considers steel is consumed early in infrastructure and construction projects, while copper consumption occurs later as airports and houses are fitted with copper for electric, plumbing and communications applications. Chart 6Copper Ore Output Flat   Does Speculative Positioning Matter? Of late, media pundits and analysts have cited an unwinding of speculative positions in oil and metals markets following sharp run-ups in net long positions as a harbinger of weaker prices in the near future (Chart 7).4  At other times, speculation has been invoked as a reason for price surges – e.g., when oil rocketed  toward $150/bbl in mid-2008, which was followed by a price collapse at the start of the Global Financial Crisis (GFC).5 Brunetti et al note, "The role of speculators in financial markets has been the source of considerable interest and controversy in recent years. Concern about speculative trading also finds support in theory where noise traders, speculative bubbles, and herding can drive prices away from fundamental values and destabilize markets." (p. 1545) Chart 7Speculative Positioning Lower In Brent Than WTI We recently re-tested earlier findings in our research, which found that knowledge of how specs are positioned – either on the long or the short side of the market – conveys no information on the level of prices or the change that should be expected given that knowledge.  However, knowledge of the price level does convey useful information on how speculators are positioned in futures markets.6 In cointegrating regressions of speculative positions in crude oil, natural gas and copper futures on price levels for these commodities, we find the level of prices to be a statistically significant determinant of spec positions. We find no such relationship using spec positions as an explanatory variable for prices.7 On the other hand, Chart 2 above is an example of statistically significant relationships for Brent and WTI price as a function of supply-demand fundamentals displaying coefficients of determination (r-squares) of close to 90% in the post-GFC period (2010 to now).  This supports our earlier findings regarding spec behavior: They follow prices, they don't lead them.8 We are not dismissive of speculation.  It plays a critical role in markets, by providing the liquidity that enables commodity producers and consumers to hedge their price exposures, and to investors seeking to diversify their portfolios with commodity exposures that are uncorrelated to their equity and bond holdings.  Short-Term Headwinds Likely Dissipate COVID-19 remains the largest risk to markets generally, commodities in particular.  The mishandling of vaccine rollouts in the EU has pushed back our assumption for demand recovery deeper into 2H21, but it has not derailed it.  We expect COVID-related deaths and hospitalizations to fall in the EU as they have in the UK and the US following the widespread distribution of vaccines, which should occur in the near future as Brussels organizes its pandemic response (Chart 8).  Making vaccines available for other states in dire straits will follow, which will allow the global re-opening to progress as lockdowns are lifted (Chart 9). Chart 8EU Vaccination Rollouts Will Boost Global Economic Recovery Chart 9Global Re-Opening Has Slowed, But Will Resume In 2H21 The other big risk we see to commodities is persistent USD strength (Chart 10).  The dollar has rallied for the better part of 2021, largely on the back of improving US economic prospects relative to other states, and success in its vaccination efforts.  The resumption of the USD's bear market may have to wait until the rest of the world catches up with America's public-health response to the pandemic, and the global economy ex-US and -China enters a stronger expansionary mode. Bottom Line: We remain bullish industrial commodities expecting demand to improve as the EU rolls out vaccines and begins to make progress in arresting the pandemic and removing lockdowns.  Global fiscal and monetary policy, which likely will be bolstered by a massive round of US infrastructure spending beginning in 4Q21 will catalyze demand growth for oil and base metals.  This will prompt another round of GDP revisions to the upside.  The dollar remains a headwind for now, but we expect it to return to a bear market in 2H21. Chart 10The USD's Evolution Remains Important   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 Going into the April 1 meeting of OPEC 2.0 today, we are not expecting any increase in production.  OPEC earlier this week noted demand had softened, mostly due to the slow recovery from the COVID-19 pandemic in the EU, which, based on their previous policy decisions, suggests the producer coalition will not be increasing production.  The coalition led by KSA and Russia will have to address Iran's return as a major exporter to China this year, which appears to have been importing ~ 1mm b/d of Iranian crude this month (Chart 11).  This puts Iran in direct competition with KSA as a major exporter to China, in defiance of the US re-imposition of sanctions against Iranian exports.  China and Iran over the weekend signed a 25-year trade pact that also could include military provisions, which could, over time, alter the balance of power in the Persian Gulf if Chinese military assets – naval and land warfare – deploy to Iran under their agreement.  Details of the deal are sparse, as The Guardian noted in its recent coverage.  Among other things, government officials in Tehran have come under withering criticism for entering the deal, which they contend was signed with a "politically bankrupt regime."  The Guardian also noted US President Joe Biden " is prepared to make a new offer to Iran this week whereby he will lift some sanctions in return for Iran taking specific limited steps to come back into compliance with the nuclear agreement, including reducing the level to which it enriches uranium," in the wake of the signing of this deal. Base Metals: Bullish Copper fell this week, initially on an inventory build, and has now settled right under the $4/lb mark, as investors await details on the US infrastructure bill unveiled in Pittsburgh, PA, on Wednesday.  According to mining.com, a major chunk of the proposed bill will be devoted to investments in infrastructure, which will be metals-intensive.  Precious Metals: Bullish Gold fell further this week, as US treasury yields rose, buoyed by the increased US vaccine efforts and President Biden’s proposed spending plans (Chart 12). USD strength also worked against the yellow metal, which has been steadily declining since the beginning of this year.  COMEX gold fell below the $1,700/oz mark for the third time this month and settled at $1,683.90/oz on Tuesday. Chart 11 Chart 12     Footnotes 1     Please see Five-Year Brent Forecast Update: Expect Price Range of $60 - $80/bbl, which we published 25 March 2021.  It is available at ces.bcaresearch.com. 2     Please see Industrial Commodities Super-Cycle Or Bull Market?, which we published 4 March 2021 for additional discussion, particularly regarding the need for additional capex in energy and metals markets. 3    Please see UPDATE 1-Strong industrial activity, profit lift China steel futures, published by reuters.com 29 March 2021. 4    See, e.g., Column: Frothy oil market deflates as virus fears return published 23 March 2021. 5    Brunetti, Celso, Bahattin Büyüksahin, and Jeffrey H. Harris (2016), " Speculators, Prices, and Market Volatility," Journal of Financial and Quantitative Analysis, 51:5, pp. 1545-74, for further discussion. 6    Please see Specs Back Up The Truck For Oil, which we published 26 April 2018, and Feedback Loop: Spec Positioning & Oil Price Volatility published 10 May 2018.  Both are available at ces.bcaresearch.com. 7     We group money managers (registered commodity trading advisors, commodity pool operators and unregistered funds) and swap dealers (banks and trading companies providing liquidity to hedgers and speculators) together to test these relationships. 8    In our earlier research, we also noted our results generally were supported in the academic literature.  See, e.g., Fattouh, Bassam, Lutz Kilian and Lavan Mahadeva (2012), "The Role of Speculation in Oil Markets: What Have We Learned So Far?" published by The Oxford Institute For Energy Studies.   Investment Views and Themes Strategic Recommendations Commodity Prices and Plays Reference Table Summary of Closed Trades