Decarbonizing lithium-ion battery primary raw materials supply chain
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Written from the paper’s full text.
TL;DR
This review maps greenhouse gas (GHG) emission sources and decarbonization strategies for primary production of battery-grade lithium hydroxide, cobalt sulfate, nickel sulfate, natural graphite, and synthetic graphite. It finds that renewable electricity plus heat electrification could cut GHG intensity by 53%-86%, but under ambitious EV demand this may not achieve absolute decoupling.
Key findings
- Electricity is the largest emission source for natural graphite (79%), synthetic graphite (79%), and nickel sulfate (42%); process heat dominates spodumene- and brine-based lithium hydroxide (58% and 42%); reagents dominate cobalt sulfate (62%); process emissions account for over 24% of nickel sulfate emissions.
- A decarbonization scenario combining renewable electricity, 5% energy efficiency improvement, electrified heat, and decarbonized chemical industry/global electricity reduces GHG intensity by 53%-86% depending on commodity and route, with natural and synthetic graphite seeing the largest reductions and cobalt and nickel sulfate the lowest.
- Under the IEA Net-Zero Emissions scenario, lithium demand for EVs is projected to increase 8.6-fold by 2030; absolute decoupling would require an 88% reduction in lithium hydroxide GHG intensity, but the scenario achieved 66% for spodumene-based and 77% for brine-based routes, leaving gaps of 11%-22% for lithium, 22% for nickel sulfate, 10% for cobalt sulfate, and 7% for synthetic graphite.
- Monte Carlo uncertainty ranges for mitigation potential span 20%-68% for cobalt sulfate, 34%-75% for nickel sulfate, 60%-88% for synthetic graphite, 52%-76% for brine-based lithium hydroxide, 65%-80% for spodumene-based lithium hydroxide, and 82%-87% for natural graphite.
Methods
- Attributional cradle-to-gate life cycle assessment (LCA) of 1 kg of battery-grade commodity for six production routes, using publicly available life cycle inventory datasets and ecoinvent v3.10 background data, modeled in Brightway with IPCC AR6 GWP100 and Environmental Footprint v3.1.
- Decarbonization scenario assumes wind power paired with lithium-iron phosphate battery storage, 5% energy efficiency improvement, electrified process heat (heat pumps below 100°C and electric furnaces at 90% electrical-to-thermal efficiency for high temperatures), decarbonized chemical industry, and decarbonized electricity elsewhere; Monte Carlo analysis with 1,000 iterations assessed LCI uncertainty.
- Qualitative mitigation potential was assigned low, medium, or high based on emission source significance (<10%, 10%-25%, >25% of life cycle GHG emissions) and technology potential.
Limitations
- The paper states it focuses solely on primary production, excluding recycling and secondary production, and analyzes only principal production routes with publicly available LCI data; alternative routes, resources, and technologies may have different emission profiles and decarbonization priorities.
- The paper notes LCI data limitations including outdated data for cobalt sulfate, aggregated data for nickel sulfate routes, expert assumptions for synthetic graphite, and high uncertainty in mitigation potentials; the quantified scenario assumes demand is met by the analyzed decarbonized routes and excludes CCUS and emerging technologies from mitigation potential.
- Evident from the text: the qualitative mitigation assessment relies on expert judgment, the scenario is illustrative with a fully wind-plus-storage supply chain, and trade-offs such as increased human toxicity and mineral/metal resource use (e.g., synthetic graphite resource use could increase by a factor of 5.7) are not fully resolved.
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- Findingnone given§ SUMMARY · p. 2
Combined, shifting to renewable electricity and electrifying heat can reduce GHG emissions intensity by 53%-86% for the analyzed production routes.
“Combined, these measures can reduce the GHG emissions intensity by 53%-86% for the analyzed production routes.”
Quote in the paperSubstantial claim - Findingnone given§ Process heating · p. 6
Process heat accounts for about 19% of emissions from nickel sulfate.
“Moreover, process heat accounts for about 19% of emissions from nickel sulfate, 5.7% for cobalt sulfate, 5.5% for natural graphite, and 1.7% for synthetic graphite.”
Quote in the paperNot a substantial claim - Findingown data§ Process heating · p. 6
Process heat accounts for 1.7% of emissions from synthetic graphite.
“Moreover, process heat accounts for about 19% of emissions from nickel sulfate, 5.7% for cobalt sulfate, 5.5% for natural graphite, and 1.7% for synthetic graphite.”
Quote in the paperNot a substantial claim - Findingown data§ Electricity consumption · p. 4
Electricity consumption represents the largest emission source for the nickel sulfate production route analyzed here, accounting for 42% of its life cycle GHG emissions.
“Electricity consumption represents the largest emission source for the natural graphite, synthetic graphite, and nickel sulfate production routes analyzed here, accounting for 79%, 79%, and 42% of their respective life cycle GHG emissions.”
Quote in the paperSubstantial claim - Findingown data§ Process heating · p. 6
Process heat accounts for 5.5% of emissions from natural graphite.
“Moreover, process heat accounts for about 19% of emissions from nickel sulfate, 5.7% for cobalt sulfate, 5.5% for natural graphite, and 1.7% for synthetic graphite.”
Quote in the paperNot a substantial claim
- Findingown data§ Electricity consumption · p. 4
Electricity consumption represents the largest emission source for the natural graphite production route analyzed here, accounting for 79% of its life cycle GHG emissions.
“Electricity consumption represents the largest emission source for the natural graphite, synthetic graphite, and nickel sulfate production routes analyzed here, accounting for 79%, 79%, and 42% of their respective life cycle GHG emissions.”
Quote in the paperSubstantial claim - Findingown data§ Process heating · p. 6
Process heat accounts for 5.7% of emissions from cobalt sulfate.
“Moreover, process heat accounts for about 19% of emissions from nickel sulfate, 5.7% for cobalt sulfate, 5.5% for natural graphite, and 1.7% for synthetic graphite.”
Quote in the paperNot a substantial claim - Findingcitation§ Process heating · p. 7
For spodumene-based lithium hydroxide, calcination and roasting are the most heat-demanding processes.
“For spodumene-based lithium hydroxide, calcination (where the spodumene concentrate is heated to 1,100 C) and roasting (where the concentrate is roasted with sulfuric acid at 250 C) are the most heat-demanding processes.”
Quote in the paperNot a substantial claim - Findingcitation§ Process heating · p. 7
All operations in brine-based lithium hydroxide production rely on natural gas for heating, as defined in the original LCI dataset.
“All the operations rely on natural gas for heating, as defined in the original LCI dataset.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [36] Schenker, 2022, Regionalized life cycle assessment of present and future lithium production for Li-ion batteries, Resour. Conserv. Recy. source
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- Findingreasoning§ Electricity consumption · p. 4
Electricity-related GHG emissions are more significant in the refining and concentration stages than in mining.
“Electricity-related GHG emissions are more significant in the refining and concentration stages. Its importance in mining is minor, as only a relatively small amount of electricity is used for ancillary applications such as pumping and conveyors.”
Quote in the paperNot a substantial claim - Findingown data§ Electricity consumption · p. 4
Electricity consumption represents the largest emission source for the synthetic graphite production route analyzed here, accounting for 79% of its life cycle GHG emissions.
“Electricity consumption represents the largest emission source for the natural graphite, synthetic graphite, and nickel sulfate production routes analyzed here, accounting for 79%, 79%, and 42% of their respective life cycle GHG emissions.”
Quote in the paperSubstantial claim - Findingown data§ Reagent consumption · p. 7
Reagents contribute to 8% of emissions for natural graphite.
“Moreover, reagents contribute to 16% of emissions from spodumenebased lithium hydroxide (9% if considering lithium carbonate; see Figure S1), 8% for natural graphite, 6% for nickel sulfate, and less than 2% for synthetic graphite.”
Quote in the paperNot a substantial claim - Findingown data§ Reagent consumption · p. 7
Reagents contribute to less than 2% of emissions for synthetic graphite.
“Moreover, reagents contribute to 16% of emissions from spodumenebased lithium hydroxide (9% if considering lithium carbonate; see Figure S1), 8% for natural graphite, 6% for nickel sulfate, and less than 2% for synthetic graphite.”
Quote in the paperNot a substantial claim - Findingown data§ Reagent consumption · p. 7
In cobalt sulfate production, the consumption of sodium hydroxide and hydrochloric acid alone contributes to over 45% of life cycle emissions.
“In cobalt sulfate production, the consumption of sodium hydroxide and hydrochloric acid alone contributes to over 45% of life cycle emissions (see Figure S2).”
Quote in the paperNot a substantial claim - Findingnone given§ Reagent consumption · p. 7
The majority of GHG emissions linked to reagents are associated with the refining stage.
“The majority of GHG emissions linked to reagents are associated with the refining stage.”
Quote in the paperNot a substantial claim - Findingcitation§ Process heating · p. 7
For nickel sulfate, a mix of natural gas, coal, and heavy fuel oil is used to supply process heat for pyrometallurgical processing of sulfide ores and HPAL of laterite ores.
“For nickel sulfate, a mix of natural gas, coal, and heavy fuel oil is used to supply process heat for the pyrometallurgical processing of sulfide ores and high-pressure acid leaching (HPAL) of laterite ores (involving the reaction of a slurry with sulfuric acid in an autoclave at ca. 255 C).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [42] 2020
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- Findingown data§ Reagent consumption · p. 7
Reagents contribute to 6% of emissions for nickel sulfate.
“Moreover, reagents contribute to 16% of emissions from spodumenebased lithium hydroxide (9% if considering lithium carbonate; see Figure S1), 8% for natural graphite, 6% for nickel sulfate, and less than 2% for synthetic graphite.”
Quote in the paperNot a substantial claim - Findingnone given§ Reagent consumption · p. 7
Quicklime and soda ash are the primary contributors to reagents-related emissions in brine-based lithium hydroxide production, representing 18% and 14% of emissions, respectively.
“Quicklime and soda ash stand out as the primary contributors to reagents-related emissions in brine-based lithium hydroxide production, representing 18% and 14% of emissions, respectively.”
Quote in the paperNot a substantial claim - Findingcitation§ Fuel consumption · p. 7
The cobalt sulfate LCI dataset indicates a consumption of about 15 kg of diesel per ton of mined ore based on primary data from a copper-cobalt mine in the DRC.
“The cobalt sulfate LCI dataset indicates a consumption of about 15 kg of diesel per ton of mined ore based on primary data from a copper-cobalt mine in the DRC.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [40] Arvidsson, 2022, Quantifying the life-cycle health impacts of a cobalt-containing lithium-ion battery, Int. J. Life Cycle Assess. source
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- cites [41] Dai, 2018, Cobalt Life Cycle Analysis Update for the GREET Model, Argonne National Laboratory
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- Findingcitation§ Process heating · p. 7
This heat for spodumene-based lithium hydroxide is generated from coal.
“This heat is generated from coal.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [37] Kelly, 2021, Energy, greenhouse gas, and water life cycle analysis of lithium carbonate and lithium hydroxide monohydrate from brine and ore resources and their use in lithium ion battery cathodes and lithium ion batteries, Resour. Conserv. Recy. source
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- Findingown data§ Reagent consumption · p. 7
In spodumene-based lithium hydroxide production, sodium hydroxide is the most noteworthy reagent, accounting for 10% of emissions.
“In spodumene-based lithium hydroxide production, sodium hydroxide is the most noteworthy reagent, accounting for 10% of emissions.”
Quote in the paperNot a substantial claim - Findingown data§ Reagent consumption · p. 7
Reagent consumption is the primary source of GHG emissions for cobalt sulfate, accounting for 62% of its life cycle GHG emissions.
“Reagent consumption emerges as the primary source of GHGemissions for cobalt sulfate, accounting for 62% of its life cycle GHG emissions, and the second-largest source for brine-based lithium hydroxide, representing 36% of emissions.”
Quote in the paperSubstantial claim - Findingown data§ Reagent consumption · p. 7
Reagent consumption is the second-largest source of GHG emissions for brine-based lithium hydroxide, representing 36% of emissions.
“Reagent consumption emerges as the primary source of GHGemissions for cobalt sulfate, accounting for 62% of its life cycle GHG emissions, and the second-largest source for brine-based lithium hydroxide, representing 36% of emissions.”
Quote in the paperNot a substantial claim - Findingown data§ Reagent consumption · p. 7
Reagents contribute to 16% of emissions from spodumene-based lithium hydroxide (9% if considering lithium carbonate).
“Moreover, reagents contribute to 16% of emissions from spodumenebased lithium hydroxide (9% if considering lithium carbonate; see Figure S1), 8% for natural graphite, 6% for nickel sulfate, and less than 2% for synthetic graphite.”
Quote in the paperNot a substantial claim - Findingcitation§ ll · p. 8
Process emissions account for 8.5% of life cycle GHG emissions in synthetic graphite production.
“Moreover, process emissions account for 8.5% of the life cycle GHG emissions in synthetic graphite production.”
Quote in the paperNot a substantial claim - Findingreasoning§ Decarbonization of on-site electricity consumption · p. 9
The mitigation potential of low-carbon electricity is noteworthy for natural graphite, synthetic graphite, and nickel sulfate due to their reliance on electrified high-temperature processes.
“The mitigation potential is noteworthy for natural graphite, synthetic graphite, and nickel sulfate due to their reliance on electrified high-temperature processes.”
Quote in the paperSubstantial claim - Findingcitation§ ll · p. 8
These emissions are primarily generated during the calcination of petroleum coke and the subsequent graphitization stage, due to the partial oxidation of the carbon-rich packing media used in the electric furnace.
“These emissions are primarily generated during the calcination of petroleum coke and the subsequent graphitization stage, due to the partial oxidation of the carbon-rich packing media used in the electric furnace.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] Carrère, 2024, Carbon footprint assessment of manufacturing of synthetic graphite battery anode material for electric mobility applications, J. Energy Storage
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- Findingnone given§ Other emission sources · p. 8
Other minor sources of GHG emissions contribute to 1%-9% of life cycle GHG emissions.
“Overall, these other sources contribute to 1%-9% of life cycle GHG emissions.”
Quote in the paperNot a substantial claim - Findingreasoning§ Decarbonization of process heat · p. 10
Shifting from fossil fuel combustion to alternative methods for generating process heat has large mitigation potential for lithium hydroxide and nickel sulfate production.
“Shifting from fossil fuel combustion to alternative methods for generating process heat has large mitigation potential for lithium hydroxide and nickel sulfate production.”
Quote in the paperSubstantial claim - Findingcitation§ Electrification of processing equipment · p. 11
For cobalt sulfate, a medium mitigation potential is reported due to the high amount of fuel used by processing equipment in mining operations in the analyzed production route.
“For cobalt sulfate, a medium mitigation potential is reported due to the high amount of fuel used by processing equipment in mining operations in the analyzed production route. 40,41”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [40] Arvidsson, 2022, Quantifying the life-cycle health impacts of a cobalt-containing lithium-ion battery, Int. J. Life Cycle Assess. source
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- cites [41] Dai, 2018, Cobalt Life Cycle Analysis Update for the GREET Model, Argonne National Laboratory
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- Findingcitation§ CCUS · p. 12
As far as the authors are aware, there are currently no known examples of CCUS applied to LIB raw materials production.
“However, as far as we are aware, there are currently no known examples of CCUS applied to LIB raw materials production, 77 likely due to economic and operational challenges.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [77] 2023
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- Findingcitation§ Improvements in material recovery rate · p. 12
The mitigation potential of improving material recovery rates can be important for natural and synthetic graphite due to the relatively low production yields achieved in the spheronization (45%) and micronizing (60%) processes.
“The mitigation potential can be important for natural and synthetic graphite due to the relatively low production yields achieved in the spheronization (45%) and micronizing (60%) processes. 44,80”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [44] Carrère, 2024, Carbon footprint assessment of manufacturing of synthetic graphite battery anode material for electric mobility applications, J. Energy Storage
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- cites [80] Scogings, 2019
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- Findingown data§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18
In the NZE scenario, the increase in demand largely surpasses the mitigation potential for all commodities except natural graphite.
“However, in the more ambitious NZE scenario, the increase in demand largely surpasses the mitigation potential for all commodities except natural graphite.”
Quote in the paperSubstantial claim- Rests on an assumption: Lithium demand for EVs is projected to increase 8.6-fold by 2030 in the NZE scenario.
- Findingown data§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 16
The estimated mitigation potentials are affected by uncertainty in the LCI data.
“The estimated mitigation potentials are affected by uncertainty in the LCI data, which should not be overlooked.”
Quote in the paperSubstantial claim - Findingreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 17
Synthetic graphite shows substantial uncertainty (60%-88%), despite using a current dataset primarily based on industry data.
“Synthetic graphite also shows substantial uncertainty (60%-88%), despite using a current dataset primarily based on industry data.”
Quote in the paperSubstantial claim - Findingown data§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18
The decarbonization scenario achieved only a 66% and 77% reduction for spodumene- and brine-based lithium hydroxide routes, respectively.
“Our decarbonization scenario achieved only a 66% and 77% reduction for spodumene- and brine-based routes, respectively (Figure 4).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Renewable electricity is provided by 3 MW onshore wind turbines paired with lithium-iron phosphate (LFP) batteries.
- The authors state this as an assumption: The integrated wind-BESS system provides electricity for all mining, concentration, refining, and reagent production processes, as well as for powering electrified process heat.
- The authors state this as an assumption: Energy efficiency improvements achieve a 5% reduction in overall energy consumption over a 10-year timeframe.
- The authors state this as an assumption: Temperatures below 100 C are supplied by industrial heat pumps, while high-temperature processes are electrified using electric furnaces with an electrical-to-thermal efficiency of 90%.
- The authors state this as an assumption: All heat demand for reagent production is high temperature and thus supplied by electric furnaces.
- Findingown data§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18
Transitioning from fossil fuels to wind power and electrified heat substantially reduces other impacts such as acidification, eutrophication, photochemical oxidant production, particulate matter formation, and non-renewable energy use.
“Transitioning from fossil fuels to wind power and electrified heat substantially reduces other impacts such as acidification, eutrophication, photochemical oxidant production, particulate matter formation, and non-renewable energy use (see Figure S4).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Renewable electricity is provided by 3 MW onshore wind turbines paired with lithium-iron phosphate (LFP) batteries.
- The authors state this as an assumption: The integrated wind-BESS system provides electricity for all mining, concentration, refining, and reagent production processes, as well as for powering electrified process heat.
- The authors state this as an assumption: Energy efficiency improvements achieve a 5% reduction in overall energy consumption over a 10-year timeframe.
- The authors state this as an assumption: Temperatures below 100 C are supplied by industrial heat pumps, while high-temperature processes are electrified using electric furnaces with an electrical-to-thermal efficiency of 90%.
- The authors state this as an assumption: All heat demand for reagent production is high temperature and thus supplied by electric furnaces.
- Findingown data§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 16
The combined decarbonization measures could reduce GHG emissions intensity by 53% to 86%, depending on the commodity and production route.
“Combined, these measures could reduce GHG emissions intensity by 53% to 86%, depending on the commodity and production route (Figure 4).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Renewable electricity is provided by 3 MW onshore wind turbines paired with lithium-iron phosphate (LFP) batteries.
- The authors state this as an assumption: The integrated wind-BESS system provides electricity for all mining, concentration, refining, and reagent production processes, as well as for powering electrified process heat.
- The authors state this as an assumption: Energy efficiency improvements achieve a 5% reduction in overall energy consumption over a 10-year timeframe.
- The authors state this as an assumption: Temperatures below 100 C are supplied by industrial heat pumps, while high-temperature processes are electrified using electric furnaces with an electrical-to-thermal efficiency of 90%.
- The authors state this as an assumption: All heat demand for reagent production is high temperature and thus supplied by electric furnaces.
- Findingreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 16
Decarbonization of the chemical industry reduces GHG emissions from lithium hydroxide production by only 9%-10%.
“It is noteworthy that the decarbonization of the chemical industry reduces GHG emissions from lithium hydroxide production by only 9%-10%, despite a high/medium mitigation potential being identified in Figure 3.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Renewable electricity is provided by 3 MW onshore wind turbines paired with lithium-iron phosphate (LFP) batteries.
- The authors state this as an assumption: The integrated wind-BESS system provides electricity for all mining, concentration, refining, and reagent production processes, as well as for powering electrified process heat.
- The authors state this as an assumption: Energy efficiency improvements achieve a 5% reduction in overall energy consumption over a 10-year timeframe.
- The authors state this as an assumption: Temperatures below 100 C are supplied by industrial heat pumps, while high-temperature processes are electrified using electric furnaces with an electrical-to-thermal efficiency of 90%.
- The authors state this as an assumption: All heat demand for reagent production is high temperature and thus supplied by electric furnaces.
- Findingreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 16
The lowest reductions are observed for cobalt sulfate and nickel sulfate, attributed to a higher relevance of other emission sources not addressed in the decarbonization scenario, such as diesel use in mining (cobalt sulfate) and process emissions (nickel sulfate).
“By contrast, the lowest reductions are observed for cobalt sulfate and nickel sulfate, attributed to a higher relevance of other emission sources not addressed in our decarbonization scenario, such as diesel use in mining (cobalt sulfate) and process emissions (nickel sulfate).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Renewable electricity is provided by 3 MW onshore wind turbines paired with lithium-iron phosphate (LFP) batteries.
- The authors state this as an assumption: The integrated wind-BESS system provides electricity for all mining, concentration, refining, and reagent production processes, as well as for powering electrified process heat.
- The authors state this as an assumption: Energy efficiency improvements achieve a 5% reduction in overall energy consumption over a 10-year timeframe.
- The authors state this as an assumption: Temperatures below 100 C are supplied by industrial heat pumps, while high-temperature processes are electrified using electric furnaces with an electrical-to-thermal efficiency of 90%.
- The authors state this as an assumption: All heat demand for reagent production is high temperature and thus supplied by electric furnaces.
- Findingreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18
The shift to wind power and electrified heat may introduce trade-offs, such as increased human toxicity and mineral and metal resource use.
“However, this shift may also introduce trade-offs, such as increased human toxicity and mineral and metal resource use.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Renewable electricity is provided by 3 MW onshore wind turbines paired with lithium-iron phosphate (LFP) batteries.
- The authors state this as an assumption: The integrated wind-BESS system provides electricity for all mining, concentration, refining, and reagent production processes, as well as for powering electrified process heat.
- The authors state this as an assumption: Energy efficiency improvements achieve a 5% reduction in overall energy consumption over a 10-year timeframe.
- The authors state this as an assumption: Temperatures below 100 C are supplied by industrial heat pumps, while high-temperature processes are electrified using electric furnaces with an electrical-to-thermal efficiency of 90%.
- The authors state this as an assumption: All heat demand for reagent production is high temperature and thus supplied by electric furnaces.
- Findingreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18
Minerals and metals resource use for synthetic graphite production could increase by a factor of 5.7 due to the high electricity demand.
“For example, minerals and metals resource use for synthetic graphite production could increase by a factor of 5.7 due to the high electricity demand.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Renewable electricity is provided by 3 MW onshore wind turbines paired with lithium-iron phosphate (LFP) batteries.
- The authors state this as an assumption: The integrated wind-BESS system provides electricity for all mining, concentration, refining, and reagent production processes, as well as for powering electrified process heat.
- The authors state this as an assumption: Energy efficiency improvements achieve a 5% reduction in overall energy consumption over a 10-year timeframe.
- The authors state this as an assumption: Temperatures below 100 C are supplied by industrial heat pumps, while high-temperature processes are electrified using electric furnaces with an electrical-to-thermal efficiency of 90%.
- The authors state this as an assumption: All heat demand for reagent production is high temperature and thus supplied by electric furnaces.
- Interpretationreasoning§ CONTEXT & SCALE · p. 2
Even with a supply chain fully powered by renewable electricity and electrified heat, reducing future total emissions under an ambitious EV adoption scenario remains unlikely.
“However, even with a supply chain fully powered by renewable electricity and electrified heat, reducing future total emissions under an ambitious EV adoption scenario remains unlikely.”
Quote in the paperSubstantial claim - Interpretationreasoning§ SUMMARY · p. 2
These reductions may not achieve absolute decoupling of GHG emissions from growing demand driven by the rollout of EVs.
“However, these reductions may not achieve absolute decoupling of GHG emissions from the growing demand driven by the rollout of EVs.”
Quote in the paperSubstantial claim - Premiseown data§ CONTEXT & SCALE · p. 3
Battery-grade lithium hydroxide, cobalt sulfate, nickel sulfate, and graphite are highly GHG emission-intensive commodities.
“However, battery-grade lithium hydroxide, cobalt sulfate, nickel sulfate, and graphite are highly GHG emission-intensive commodities (Figure 1B).”
Quote in the paperSubstantial claim - Premisecitation§ CONTEXT & SCALE · p. 3
The production of battery-grade raw materials contributes substantially to the carbon footprint of LIBs (e.g., 5%-15% for lithium and about 10% for graphite).
“The production of battery-grade raw materials also contributes substantially to the carbon footprint of LIBs (e.g., 5%-15% for lithium and about 10% for graphite).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [10] Chordia, 2022, Life cycle environmental impacts of current and future battery-grade lithium supply from brine and spodumene, Resour. Conserv. Recy. source
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- cites [11] Engels, 2022, Life cycle assessment of natural graphite production for lithium-ion battery anodes based on industrial primary data, J. Cleaner Prod. source
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- Interpretationnone given§ SUMMARY · p. 2
Shifting to renewable electricity and electrifying heat for mining and refining operations and reagents production is a promising avenue to mitigate GHG emissions from primary production of battery-grade lithium hydroxide, cobalt sulfate, nickel sulfate, natural graphite, and synthetic graphite.
“Shifting to renewable electricity and electrifying heat for mining and refining operations and reagents production emerges as a promising avenue.”
Quote in the paperSubstantial claim - Premisecitation§ INTRODUCTION · p. 2
The IEA Net-Zero Emissions by 2050 scenario forecasts a 3.5-fold increase in mineral demand for clean energy technologies from 2022 to 2030.
“the International Energy Agency's (IEA) Net-Zero Emissions (NZE) by 2050 scenario forecasts a remarkable 3.5-fold increase in mineral demand for clean energy technologies from 2022 to 2030.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [5] 2023, Critical Minerals Market Review 2023, International Energy Agency
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- Premisecitation§ INTRODUCTION · p. 2
Most of the demand increase will come from EV deployment, projected to grow from 30 million in 2022 to 380 million by 2030 under a net-zero scenario.
“Most of this demand will come from the deployment of EVs, projected to grow from 30 million in 2022 to 380 million by 2030 under a net-zero scenario.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6] 2023
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- Interpretationreasoning§ Electricity consumption · p. 5
The varying contribution of electricity to life cycle GHG emissions across commodities stems from several factors, including the level of electrification and the location.
“The varying contribution of electricity to life cycle GHG emissions across commodities stems from several factors, including the level of electrification and the location.”
Quote in the paperNot a substantial claim - Premisecitation§ Electricity consumption · p. 5
Electricity GHG emissions intensity in the main graphite-producing regions of Heilongjiang and Inner Mongolia is at the higher end, at 1.08 and 1.06 kg CO2-equiv kWh−1, respectively.
“Electricity GHG emissions intensity in the main graphite-producing regions of Heilongjiang and Inner Mongolia 46 is at the higher end, at 1.08 and 1.06 kg CO2-equiv kWh 1 , respectively.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [46] Damm, 2020
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- Premisereasoning§ CONTEXT & SCALE · p. 4
A comprehensive assessment of the complete range of available decarbonization strategies throughout the entire supply chain of LIB raw materials, along with a discussion on their mitigation potential and challenges, is still lacking.
“Therefore, a comprehensive assessment of the complete range of available decarbonization strategies throughout the entire supply chain of LIB raw materials, along with a discussion on their mitigation potential and challenges to be overcome, is still lacking.”
Quote in the paperNot a substantial claim - Interpretationcitation§ Electricity consumption · p. 5
Electricity consumption is influenced by resource characteristics (e.g., ore grade and mineralogy) and technology.
“It is noteworthy that electricity consumption is influenced by resource characteristics (e.g., ore grade and mineralogy) 29,30 and technology.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [29] van der Meide, 2022, Effects of the energy transition on environmental impacts of cobalt supply: A prospective life cycle assessment study on future supply of cobalt, J. Ind. Ecol. source
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- cites [30] Harpprecht, 2021, Environmental impacts of key metals’ supply and low-carbon technologies are likely to decrease in the future, J. Ind. Ecol. source
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- Interpretationreasoning§ Process heating · p. 6
The less significant role of process heating in nickel sulfate, cobalt sulfate, natural graphite, and synthetic graphite should be understood in the context of electric furnaces used for certain high-temperature processes, resulting in heat-related emissions attributed to electricity consumption.
“The less significant role of process heating in these cases should be understood in the context of electric furnaces used for certain high-temperature processes such as the pyrometallurgical processing of nickel laterite ores and the graphitization and/or coating in synthetic and natural graphite production, resulting in heat-related emissions attributed to electricity consumption.”
Quote in the paperNot a substantial claim - Premisecitation§ CONTEXT & SCALE · p. 4
Primary production is anticipated to dominate in the near future.
“our focus in this work is solely on primary production due to its anticipated dominance in the near future.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [33] 2024
Not checked in the free run.
- Interpretationreasoning§ CONTEXT & SCALE · p. 3
Substantial emissions from the raw materials supply chain can potentially reduce the climate benefits of EVs.
“While it is highly unlikely for EVs to exhibit higher life cycle GHG emissions than fossil fuel vehicles, substantial emissions from the raw materials supply chain can potentially reduce their climate benefits.”
Quote in the paperSubstantial claim - Interpretationreasoning§ Electricity consumption · p. 5
The relative contribution of electricity consumption (as well as other contributors) to life cycle GHG emissions is likely to vary for different production routes.
“Therefore, the relative contribution of electricity consumption (as well as the other contributors) to life cycle GHG emissions is likely to vary for different production routes.”
Quote in the paperNot a substantial claim - Premisecitation§ Decarbonization of process heat · p. 10
Established technologies for electrifying high-temperature operations, like calcination in spodumene-based lithium hydroxide production (1,200 C), include resistance furnaces and electric arc furnaces.
“Established technologies for electrifying hightemperature operations, like calcination in spodumene-based lithium hydroxide production (1,200 C), include resistance furnaces and electric arc furnaces. 58”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [58] Madeddu, 2020, The CO2 reduction potential for the European industry via direct electrification of heat supply (power-to-heat), Environ. Res. Lett. source
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- Premisecitation§ Decarbonization of process heat · p. 10
Almost 80% of industrial heat demand is electrifiable with current technologies.
“almost 80% of industrial heat demand electrifiable with current technologies. 58”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [58] Madeddu, 2020, The CO2 reduction potential for the European industry via direct electrification of heat supply (power-to-heat), Environ. Res. Lett. source
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- Premisecitation§ Reagents regeneration and reuse · p. 11
98% of organic solvents used in lithium brine purification are recovered.
“For example, 98% of organic solvents used in lithium brine purification are recovered. 36,63”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [36] Schenker, 2022, Regionalized life cycle assessment of present and future lithium production for Li-ion batteries, Resour. Conserv. Recy. source
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- cites [63] Perez, 2014, Method for the production of battery grade lithium carbonate from natural and industrial brines, US Patent
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- Premisecitation§ Low-carbon haul trucks · p. 10
Among available alternatives, battery-electric trucks powered by renewable electricity emerge as the frontrunner.
“Among available alternatives-such as natural gas-powered trucks, battery-electric trucks, hydrogen fuel cell trucks, and biofuel-powered trucks-battery-electric trucks powered by renewable electricity emerge as the frontrunner. 61”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [61]
Not checked in the free run.
- Interpretationnone given§ Reagents substitution · p. 11
Many reagents used in LIB raw materials production have potential substitutes.
“Many reagents used in LIB raw materials production have potential substitutes.”
Quote in the paperSubstantial claim - Interpretationcitation§ Hydrogen and biomass-based reducing agents · p. 12
Process emissions from the pyrometallurgical processing of nickel ores could be reduced by substituting coke and coal reducing agents with hydrogen or biomass-based materials.
“Process emissions from the pyrometallurgical processing of nickel ores could be reduced by substituting coke and coal reducing agents with hydrogen or biomassbased materials.”
Quote in the paperNot a substantial claim - Premisecitation§ Reagents substitution · p. 11
Steel slags have been used as neutralization agent substituting limestone.
“Steel slags have been used as neutralization agent substituting limestone. 69”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [69] Gahan, 2009, Comparative study on different steel slags as neutralising agent in bioleaching, Hydrometallurgy source
Not checked in the free run.
- Interpretationreasoning§ Improvements in material recovery rate · p. 12
Improving material recovery rates can mitigate GHG emissions by reducing the amount of material processed, thus decreasing energy and resource consumption.
“Improving material recovery rates can mitigate GHG emissions by reducing the amount of material processed, thus decreasing energy and resource consumption.”
Quote in the paperSubstantial claim - Interpretationreasoning§ New and emerging production technologies · p. 13
New and emerging technologies for concentration and refining could drastically affect the GHG emissions of LIB raw materials production.
“New and emerging technologies for concentration and refining could drastically affect the GHG emissions of LIB raw materials production.”
Quote in the paperNot a substantial claim - Premisecitation§ New and emerging production technologies · p. 13
Catalytic graphitization of biochar, obtained from the pyrolysis of biomass waste or energy crops, has shown GHG emissions intensities between 1.2 and 3.5 kg CO2-equiv kg-1 battery-grade graphite.
“Catalytic graphitization of biochar, obtained from the pyrolysis of biomass waste or energy crops, has shown GHG emissions intensities between 1.2 and 3.5 kg CO2-equiv kg 1 battery-grade graphite. 91,92”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [91] Shi, 2023, Establishment of green graphite industry: Graphite from biomass and its various applications, SusMat source
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- cites [92] Banek, 2022, Sustainable conversion of biomass to rationally designed lithium-ion battery graphite, Sci. Rep. source
Not checked in the free run.
- Interpretationreasoning§ CCUS · p. 12
These factors limit the mitigation potential of CCUS for LIB raw materials.
“These factors limit the mitigation potential of CCUS for LIB raw materials.”
Quote in the paperSubstantial claim - Premisecitation§ CCUS · p. 12
The economic feasibility of CCUS for non-ferrous raw materials remains uncertain due to high capital costs and the relatively lower direct CO2 emissions compared with iron and steel production.
“The economic feasibility of CCUS for non-ferrous raw materials remains uncertain due to high capital costs and the relatively lower direct CO2 emissions compared with iron and steel production. 18”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [18] Wyns, 2020
Not checked in the free run.
- Premisecitation§ New and emerging production technologies · p. 13
Direct lithium extraction (DLE) technologies like adsorption, ion-exchange, solvent extraction, membrane separation, and electrochemical separation can increase lithium recovery from brines up to 80%-99%.
“For example, direct lithium extraction (DLE) technologies like adsorption, ion-exchange, solvent extraction, membrane separation, and electrochemical separation can increase lithium recovery from brines up to 80%-99%. 83,86”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [83] Nicolaci, 2023
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- cites [86] Azevedo, 2022
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- Premisecitation§ New and emerging production technologies · p. 13
Cobalt recovery can benefit from the adoption of new leaching methods that maximize its recovery (e.g., cobalt recovery rate in the DRC varies from 36% to 77%, compared with 97% for copper).
“Cobalt recovery can benefit from the adoption of new leaching methods that maximize its recovery (e.g., cobalt recovery rate in the DRC varies from 36% to 77%, compared with 97% for copper). 25,87”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [25] 2021
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- cites [87] Dehaine, 2021, Geometallurgy of cobalt ores: A review, Miner. Eng. source
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- Interpretationreasoning§ Techno-economic challenges in LIB raw materials decarbonization · p. 14
Securing low-carbon electricity is fundamental to decarbonizing LIB raw materials, as the effectiveness of various decarbonization strategies depends heavily on the GHG emissions intensity of electricity.
“Securing low-carbon electricity is fundamental to decarbonizing LIB raw materials, as the effectiveness of various decarbonization strategies-such as electrification, hydrogen use, and emerging, potentially more energy-intensive production technologies-depends heavily on the GHG emissions intensity of electricity.”
Quote in the paperSubstantial claim - Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 14
Even with cheap on-site renewable power generation and BESS, electrified heat remains more expensive than natural gas-based heat.
“For example, even with cheap on-site renewable power generation and BESS, electrified heat remains more expensive than natural gas-based heat. 102”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [102] Gilbert, 2023, Heat source and application-dependent levelized cost of decarbonized heat, Joule source
Not checked in the free run.
- Interpretationreasoning§ Techno-economic challenges in LIB raw materials decarbonization · p. 14
High investment costs and increased operational expenditures pose significant barriers to decarbonizing the supply chain of LIB raw materials.
“High investment costs and increased operational expenditures pose significant barriers to decarbonizing the supply chain of LIB raw materials.”
Quote in the paperSubstantial claim - Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 14
At the current prices, the costs of fully operating on renewable electricity with BESS are currently prohibitive.
“However, at the current prices, the costs of fully operating on renewable electricity with BESS are currently prohibitive. 61”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [61]
Not checked in the free run.
- Interpretationreasoning§ Techno-economic challenges in LIB raw materials decarbonization · p. 14
Unlike mining, refining offers greater flexibility in relocation, allowing for the strategic planning of future facilities in regions with decarbonized power grids or strong commitments to achieve it.
“Unlike mining, refining offers greater flexibility in relocation (acknowledging potential logistical challenges), allowing for the strategic planning of future facilities in regions with decarbonized power grids or strong commitments to achieve it.”
Quote in the paperSubstantial claim - Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 14
Currently, remote mining sites without direct access to the power grid resort to diesel generators.
“Currently, remote mining sites without direct access to the power grid resort to diesel generators. 51,99”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [51] Igogo, 2021, Integrating renewable energy into mining operations: Opportunities, challenges, and enabling approaches, Appl. Energy source
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- cites [99] Norgate, 2010, Energy and greenhouse gas impacts of mining and mineral processing operations, J. Cleaner Prod. source
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- Premisecitation§ New and emerging production technologies · p. 13
Relative uncertainty in GHG emissions of DLE technology has been found as high as 79% elsewhere.
“For example, relative uncertainty in GHG emissions of DLE technology has been found as high as 79% elsewhere. 53”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [53] Schenker, 2024, Is lithium from geothermal brines the sustainable solution for Li-ion batteries?, Renew. Sustain. Energy Rev. source
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- Interpretationcitation§ CDR · p. 13
Enhanced rock weathering is particularly noteworthy due to the large volume of rock waste generated during mining and concentration activities.
“Enhanced rock weathering, which involves the reaction of atmospheric CO2 with minerals to form bicarbonate solutions, is particularly noteworthy due to the large volume of rock waste generated during mining and concentration activities. 94”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [94] Taylor, 2016, Enhanced weathering strategies for stabilizing climate and averting ocean acidification, Nat. Clim. Change source
Not checked in the free run.
- Interpretationnone given§ Techno-economic challenges in LIB raw materials decarbonization · p. 14
Shifting to on-site renewable electricity generation comes with inherent risks due to the variability and intermittency of renewable energy sources.
“Shifting to on-site renewable electricity generation comes with inherent risks due to the variability and intermittency of renewable energy sources.”
Quote in the paperSubstantial claim - Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 14
The economic viability of electrifying process heat, haul trucks, processing equipment, and hydrogen use also heavily depends on electricity prices.
“The economic viability of electrifying process heat, haul trucks, processing equipment, and hydrogen use also heavily depends on electricity prices. 21”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [21] Gailani, 2024, Assessing the potential of decarbonization options for industrial sectors, Joule source
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- Interpretationnone given§ Techno-economic challenges in LIB raw materials decarbonization · p. 14
Substantial upfront investment is also expected for adopting technologies such as heat pumps, electric furnaces, electric haul trucks, electrolytic hydrogen, or emerging production technologies.
“Substantial upfront investment is also expected for adopting technologies such as heat pumps, electric furnaces, electric haul trucks, electrolytic hydrogen, or emerging production technologies.”
Quote in the paperNot a substantial claim - Interpretationnone given§ CDR · p. 13
This CDR potential could increase substantially in the future driven by increased demand and declining ore grades.
“This potential could increase substantially in the future driven by increased demand and declining ore grades.”
Quote in the paperNot a substantial claim - Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 14
Addressing the intermittency of renewable energy sources often requires overbuilding generation and storage capacity, further escalating costs.
“Addressing the intermittency of renewable energy Review sources often requires overbuilding generation and storage capacity, further escalating costs. 100”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [100] Powell, 2023, Can we shift to a new paradigm of flexibility in mining and processing to build mines powered exclusively by the variable input of renewables?
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- Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 14
Integrating renewable electricity can already improve operating margins for mining and metal companies, especially at isolated sites where fossil fuel supplies are expensive.
“Integrating renewable electricity can already improve operating margins for mining and metal companies, 50,51 especially at isolated sites where fossil fuel supplies are expensive.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [50] Choi, 2017, Review of photovoltaic and wind power systems utilized in the mining industry, Renew. Sustain. Energy Rev. source
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- cites [51] Igogo, 2021, Integrating renewable energy into mining operations: Opportunities, challenges, and enabling approaches, Appl. Energy source
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- Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 14
Many processes can be adapted for flexible operation, including crushing, grinding, flotation, electric haul trucks, and electrified heat (heat pumps, electric boilers, or electric furnaces).
“Many processes can be adapted for flexible operation, including crushing, grinding, flotation, electric haul trucks, and electrified heat (heat pumps, electric boilers, or electric furnaces). 100,101”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [100] Powell, 2023, Can we shift to a new paradigm of flexibility in mining and processing to build mines powered exclusively by the variable input of renewables?
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- cites [101] Schoeneberger, 2022, Electrification potential of U.S. industrial boilers and assessment of the GHG emissions impact, Adv. Appl. Energy source
Not checked in the free run.
- Interpretationreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18
Additional efforts are required to further reduce GHG emissions by 11%-22% for lithium hydroxide.
“Consequently, additional efforts are required to further reduce GHG emissions by 11%-22%.”
Quote in the paperSubstantial claim - Interpretationcitation§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 17
The large uncertainty for cobalt sulfate and nickel sulfate is primarily due to the quality of the available LCI data, including relatively outdated data for cobalt sulfate and aggregated data for various production routes for nickel sulfate.
“This large uncertainty is primarily due to the quality of the available LCI data, including relatively outdated data for cobalt sulfate and aggregated data for various production routes for nickel sulfate. 41,43”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [41] Dai, 2018, Cobalt Life Cycle Analysis Update for the GREET Model, Argonne National Laboratory
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- cites [43] 2021
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- Interpretationreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18
To achieve absolute decoupling between GHG emissions and demand for lithium hydroxide, its GHG emissions intensity must be reduced by 88% by 2030.
“To counterbalance this increase and achieve absolute decoupling between GHG emissions and demand, the GHG emissions intensity of lithium hydroxide production must be reduced by 88% by 2030 (Table S4).”
Quote in the paperSubstantial claim- Rests on an assumption: Lithium demand for EVs is projected to increase 8.6-fold by 2030 in the NZE scenario.
- Interpretationreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18
Even with a complete transition to wind power and electrified heat throughout the supply chain, meeting future demand in a net-zero scenario is likely to lead to increased emissions from LIB raw materials production.
“These results suggest that even with a complete transition to wind power and electrified heat throughout the supply chain, meeting future demand in a net-zero scenario is likely to lead to increased emissions from LIB raw materials production.”
Quote in the paperSubstantial claim- Rests on an assumption: Lithium demand for EVs is projected to increase 8.6-fold by 2030 in the NZE scenario.
- Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 15
The EU Battery Regulation requires a carbon footprint declaration for a number of battery types (e.g., LIBs), presumably by early 2025.
“the EU Battery Regulation sets that a carbon footprint declaration shall be drawn up for a number of battery types (e.g., LIBs), presumably by early 2025. 104”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [104] 2023, Regulation (EU). 2023/ of the European Parliament and of the Council of 12 July 2023 concerning batteries and waste batteries, amending Directive 2008/98/EC and Regulation (EU) 2019/1020 and repealing Directive 2006/66/EC., Official Journal of the European Union
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- Interpretationreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18
The mitigation gap that persists even under these optimistic conditions underscores the challenges in decarbonizing LIB raw materials production.
“The mitigation gap that persists even under these optimistic conditions underscores the challenges in decarbonizing LIB raw materials production.”
Quote in the paperSubstantial claim - Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 15
Shifting to flexible operation modes reduces the need for expensive energy storage capacity, offering cost-saving opportunities.
“Shifting to flexible operation modes offers further cost-saving opportunities by reducing the need for expensive energy storage capacity. 100”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [100] Powell, 2023, Can we shift to a new paradigm of flexibility in mining and processing to build mines powered exclusively by the variable input of renewables?
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- Premisecitation§ OUTLOOK AND FUTURE RESEARCH · p. 19
The role of HPAL of laterite ores is increasing, from 24% of global nickel sulfate production in 2020 to 42% by 2030.
“This trend goes along an increasing role of HPAL of laterite ores, from 24% of global nickel sulfate production in 2020 to 42% by 2030. 115”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [115] Fraser, 2021
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- Premisecitation§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18
Producing hydrogen via water electrolysis requires substantial water.
“Moreover, producing hydrogen via water electrolysis requires substantial water, 111”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [111] Wei, 2024, Future environmental impacts of global hydrogen production, Energy Environ. Sci. source
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- Interpretationreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18
These trade-offs are associated with the deployment of wind turbines and batteries across the LIB raw materials supply chain.
“These trade-offs are associated with the deployment of wind turbines and batteries across the LIB raw materials supply chain.”
Quote in the paperSubstantial claim - Interpretationreasoning§ OUTLOOK AND FUTURE RESEARCH · p. 20
Achieving absolute decoupling of GHG emissions from demand growth will likely require additional measures beyond the transition to renewable electricity and electrified process heat.
“Achieving absolute decoupling of GHG emissions from demand growth will likely require additional measures beyond the transition to renewable electricity and electrified process heat.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The projected demand by 2030 is met by the decarbonized production routes analyzed in the study.
- Premisecitation§ OUTLOOK AND FUTURE RESEARCH · p. 19
There is a continuous shift toward nickel laterite ores, projected to account for 90% of global supply by 2040.
“For example, there is a continuous shift toward nickel laterite ores, projected to account for 90% of global supply by 2040. 33”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [33] 2024
Not checked in the free run.
- Interpretationreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18
The large-scale adoption of other decarbonization strategies (electric haul trucks, electrification of processing equipment, hydrogen as fuel or reducing agent) will further increase the requirement for renewable electricity and battery storage, thereby amplifying trade-offs.
“The large-scale adoption of other decarbonization strategies-such as electric haul trucks, electrification of processing equipment, and the use of hydrogen as a fuel or reducing agent-will further increase the requirement for renewable electricity and battery storage, thereby amplifying these trade-offs.”
Quote in the paperSubstantial claim - Interpretationown data§ OUTLOOK AND FUTURE RESEARCH · p. 20
A critical finding from the decarbonization scenario is that reducing total GHG emissions from LIB raw materials production in the future faces a major challenge from skyrocketing demand.
“One critical finding from our decarbonization scenario is that the prospects of reducing total GHG emissions from LIB raw materials production in the future encounters a major challenge-the skyrocketing demand.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The projected demand by 2030 is met by the decarbonized production routes analyzed in the study.
- Interpretationreasoning§ OUTLOOK AND FUTURE RESEARCH · p. 20
Even with a portfolio of strategies, achieving net-zero emissions in LIB raw materials production might not be feasible.
“However, even with this portfolio of strategies, achieving net-zero emissions in LIB raw materials production might not be feasible.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The projected demand by 2030 is met by the decarbonized production routes analyzed in the study.
- Premisecitation§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18
Freshwater consumption of mining activities is already a concern at local scales, particularly for lithium extraction from brines.
“which would further exacerbate freshwater consumption of mining activities, already a concern at local scales, 112 particularly for lithium extraction from brines. 113”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [112] Meißner, 2021, The Impact of Metal Mining on Global Water Stress and Regional Carrying Capacities—A GIS-Based Water Impact Assessment, Resources source
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- cites [113] Schomberg, 2021, Extended life cycle assessment reveals the spatially-explicit water scarcity footprint of a lithium-ion battery storage, Commun. Earth Environ. source
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- May combine two claims. 61
- Classified as probably not a substantial claim. 75
- The quote only partly states this claim. 1
May combine two claims.
Findingnone given§ Electricity consumption · p. 5Cobalt sulfate has the next highest electricity consumption at 5.7 kWh kg−1, with about 80% occurring during the concentration stage in the DRC, where 96% of the electricity mix is hydropower.
“Cobalt sulfate has the next highest electricity consumption at 5.7 kWh kg 1 , with about 80% of this occurring during the concentration stage in the Democratic Republic of Congo (DRC), where 96% of the electricity mix is hydropower.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ Process heating · p. 6Combustion of fossil fuels for generating process heat constitutes the major source of emissions for the spodumene-based lithium hydroxide production route, contributing 58% of its life cycle GHG emissions (78% if considering lithium carbonate).
“The combustion of fossil fuels for generating process heat constitutes the major source of emissions for the spodumene- and brine-based lithium hydroxide production routes, contributing to 58% and 42% of their respective life cycle GHG emissions (78% and 48% if considering lithium carbonate; see Figure S1).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone given§ Electricity consumption · p. 4For synthetic graphite, the major source of electricity-related GHG emissions is the graphitization of calcined coke.
“For synthetic graphite, the major source of electricity-related GHG emissions is the graphitization of calcined coke.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingcitation§ Electricity consumption · p. 5Synthetic and natural graphite have the highest on-site electricity consumption, at 36 and 8.7 kWh kg−1, respectively, primarily due to electrified high-temperature processes like graphitization (3,000 C) and coating (1,300 C).
“Synthetic and natural graphite have the highest on-site electricity consumption, at 36 and 8.7 kWh kg 1 , respectively, primarily due to electrified high-temperature processes like graphitization (3,000 C) and coating (1,300 C).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [11] Engels, 2022, Life cycle assessment of natural graphite production for lithium-ion battery anodes based on industrial primary data, J. Cleaner Prod. source
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- cites [44] Carrère, 2024, Carbon footprint assessment of manufacturing of synthetic graphite battery anode material for electric mobility applications, J. Energy Storage
Not checked in the free run.
May combine two claims.
Findingown data§ Process heating · p. 6Combustion of fossil fuels for generating process heat constitutes the major source of emissions for the brine-based lithium hydroxide production route, contributing 42% of its life cycle GHG emissions (48% if considering lithium carbonate).
“The combustion of fossil fuels for generating process heat constitutes the major source of emissions for the spodumene- and brine-based lithium hydroxide production routes, contributing to 58% and 42% of their respective life cycle GHG emissions (78% and 48% if considering lithium carbonate; see Figure S1).”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone given§ Electricity consumption · p. 5Spodumene-based lithium hydroxide requires 3.7 kWh kg−1, nickel sulfate 3.1 kWh kg−1, and brine-based lithium hydroxide 0.5 kWh kg−1.
“Spodumene-based lithium hydroxide requires 3.7 kWh kg 1 , nickel sulfate 3.1 kWh kg 1 , and brine-based lithium hydroxide 0.5 kWh kg 1 .”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone given§ Process heating · p. 6In general, the bulk of heat demand occurs during the refining stage.
“In general, the bulk of heat demand occurs during the refining stage.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone given§ Fuel consumption · p. 7About 57% of this diesel consumption is associated with mining equipment such as front end loaders and drillers, and the other 43% is due to haul trucks.
“About 57% of this consumption is associated with mining equipment such as front end loaders and drillers, and the other 43% is due to haul trucks.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingcitation§ Fuel consumption · p. 7The LCI datasets for spodumene and nickel mining report 0.6 and 1.6 kg of diesel per ton of mined ore, respectively.
“For comparison, the LCI datasets for spodumene and nickel mining report 0.6 and 1.6 kg of diesel per ton of mined ore, respectively.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [38] Wernet, 2016, The ecoinvent database version 3 (part I): overview and methodology, Int. J. Life Cycle Assess. source
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- cites [42] 2020
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May combine two claims.
Findingnone given§ Fuel consumption · p. 7The supply and combustion of diesel contribute to 20% of life cycle GHG emissions for cobalt sulfate, but less than 5% for other commodities.
“The supply and combustion of diesel contribute to 20% of life cycle GHG emissions for cobalt sulfate, but less than 5% for other commodities.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone given§ Decarbonization of on-site electricity consumption · p. 9Low-carbon electricity is key for all production routes analyzed, except cobalt sulfate, which predominantly relies on hydropower.
“Low-carbon electricity is key for all the production routes analyzed, except for cobalt sulfate, which predominantly relies on hydropower.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone given§ Reagent consumption · p. 7Reagents-related emissions in natural graphite production are related to nitric acid, hydrogen fluoride, and hydrochloric acid.
“Reagents-related emissions in natural graphite production are related to nitric acid, hydrogen fluoride, and hydrochloric acid.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone given§ ll · p. 8The production of the other commodities does not involve direct emissions of CO2 from chemical reactions.
“The production of the other commodities does not involve direct emissions of CO2 from chemical reactions.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone given§ Process emissions · p. 7Process emissions account for over 24% of life cycle GHG emissions in nickel sulfate production.
“Process emissions account for over 24% of life cycle GHG emissions in nickel sulfate production.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone given§ Reagent consumption · p. 7Hydrated lime, sodium hydroxide, and ammonia are the major contributing reagents for nickel sulfate.
“Hydrated lime, sodium hydroxide, and ammonia are the major contributing reagents for nickel sulfate.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone given§ Hydrogen and biomass-based reducing agents · p. 12Similar studies are not available for nickel sulfate production.
“However, similar studies are not available for nickel sulfate production.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 16Natural graphite and synthetic graphite show the most substantial reduction in GHG emissions intensity, due to electricity's large contribution to their life cycle GHG emissions.
“Natural graphite and synthetic graphite see the most substantial reduction due to electricity's large contribution to their life cycle GHG emissions.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Renewable electricity is provided by 3 MW onshore wind turbines paired with lithium-iron phosphate (LFP) batteries.
- The authors state this as an assumption: The integrated wind-BESS system provides electricity for all mining, concentration, refining, and reagent production processes, as well as for powering electrified process heat.
- The authors state this as an assumption: Energy efficiency improvements achieve a 5% reduction in overall energy consumption over a 10-year timeframe.
- The authors state this as an assumption: Temperatures below 100 C are supplied by industrial heat pumps, while high-temperature processes are electrified using electric furnaces with an electrical-to-thermal efficiency of 90%.
- The authors state this as an assumption: All heat demand for reagent production is high temperature and thus supplied by electric furnaces.
May combine two claims.
Findingown data§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 16Cobalt sulfate and nickel sulfate exhibit the highest uncertainty, with the uncertainty range for mitigation potential (5th-95th percentiles) spanning 20%-68% and 34%-75%, respectively.
“Cobalt sulfate and nickel sulfate exhibit the highest uncertainty, with the uncertainty range for mitigation potential (based on the 5 th -95 th percentiles) spanning 20%-68% and 34%-75%, respectively (Figure S3).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 17In the STEPS scenario, all commodities except brine-based lithium hydroxide have a decoupling ratio below one, suggesting that absolute decoupling of GHG emissions intensity from demand may be possible after adopting the decarbonization strategies.
“In the Stated Policies Scenario (STEPS), which assumes existing policies only, all commodities but brine-based lithium hydroxide exhibit a decoupling ratio below one, suggesting that achieving absolute decoupling of GHG emissions intensity of LIB raw materials after the adoption of the decarbonization strategies outlined in Figure 4.”
Quote in the paperSubstantial claimMay combine two claims.
Findingreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18The mitigation gap is about 22% for nickel sulfate, 10% for cobalt sulfate, and 7% for synthetic graphite.
“This gap is about 22% for nickel sulfate, 10% for cobalt sulfate, and 7% for synthetic graphite.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone given§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 17For lithium hydroxide, the uncertainty range is 52%-76% for brines and 65%-80% for spodumene, whereas natural graphite displays significantly lower uncertainty (82%-87%).
“For lithium hydroxide, the uncertainty range is 52%-76% for brines and 65%-80% for spodumene, whereas natural graphite displays significantly lower uncertainty (82%-87%).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
Interpretationreasoning§ SUMMARY · p. 2Bridging the gap to absolute decoupling may require additional strategies including low-carbon haul trucks, electrification of processing equipment, reagents regeneration and/or substitution, alternative reducing agents, improvements in material recovery rates, or new and emerging production technologies.
“Bridging this gap may require additional strategies, including low-carbon haul trucks, electrification of processing equipment, reagents regeneration and/or substitution, alternative reducing agents, improvements in material recovery rates, or new and emerging production technologies.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisereasoning§ INTRODUCTION · p. 2Substantial spikes in demand for LIB raw materials are expected by 2030, including lithium (8.6-fold), graphite (7.6-fold), nickel (7.6-fold), and cobalt (three-fold).
“As a result, substantial spikes in demand for raw materials used in lithium-ion batteries (LIBs) are expected, including lithium (with a projected 8.6-fold increase by 2030), graphite (7.6-fold increase), nickel (7.6-fold increase), and cobalt (a three-fold increase) (Figure 1A).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone given§ CONTEXT & SCALE · p. 3It is highly unlikely for EVs to exhibit higher life cycle GHG emissions than fossil fuel vehicles.
“While it is highly unlikely for EVs to exhibit higher life cycle GHG emissions than fossil fuel vehicles, substantial emissions from the raw materials supply chain can potentially reduce their climate benefits.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone given§ CONTEXT & SCALE · p. 2Low-carbon electricity, heat, and reagents are fundamental for decarbonizing battery-grade raw materials.
“Low-carbon electricity, heat, and reagents are fundamental for decarbonizing battery-grade raw materials.”
Quote in the paperNot a substantial claimThe quote only partly states this claim.
Interpretationreasoning§ CONTEXT & SCALE · p. 2Absolute decoupling of GHG emissions from demand growth would require additional decarbonization efforts, including low-carbon haul trucks, electrification of processing equipment, reagents regeneration and/or substitution, alternative reducing agents, improvements in material recovery rates, and new and emerging production technologies.
“Absolute decoupling of GHG emissions from demand growth would require additional decarbonization efforts, including low-carbon haul trucks, electrification of processing equipment, reagents regeneration and/or substitution,”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ CONTEXT & SCALE · p. 3Decarbonization strategies are often process-specific, which limits their direct application to battery-grade raw materials.
“While this body of knowledge provides possible decarbonization pathways, it is worth noting that decarbonization strategies are often process-specific, which limits their direct application to battery-grade raw materials.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [21] Gailani, 2024, Assessing the potential of decarbonization options for industrial sectors, Joule source
Not checked in the free run.
May combine two claims.
Premisecitation§ Electricity consumption · p. 5Both types of graphite are produced in China, where the electricity mix has an emissions intensity of 0.95 kg CO2-equiv kWh−1, varying substantially across graphite hubs-from 0.68 in Gansu to 1.14 in Anhui.
“Moreover, both types of graphite are produced in China (Table 1), where the electricity mix has an emissions intensity of 0.95 kg CO2-equiv kWh 1 , varying substantially across graphite hubs-from 0.68 kg CO2-equiv kWh 1 in Gansu province to 1.14 kg CO2-equiv kWh 1 in Anhui.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [45] Kallitsis, 2024, Think global act local: The dependency of global lithium-ion battery emissions on production location and material sources, J. Cleaner Prod. source
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Premisenone given§ GHG EMISSIONS ACROSS LIB RAW MATERIALS SUPPLY CHAIN · p. 4High-quality and disaggregated LCI data remain scarce for battery-grade raw materials.
“High-quality and disaggregated life cycle inventory (LCI) data are crucial for conducting an LCA, yet such data remain scarce for battery-grade raw materials.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ Process heating · p. 7Overall, heat sources are typically specific to each production route, implying that they might differ for other routes not analyzed in this study.
“Overall, heat sources are typically specific to each production route, implying that they might differ for other routes not analyzed in this study.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationnone given§ Decarbonization of on-site electricity consumption · p. 9Transitioning to low-carbon electricity can be achieved either indirectly through a decarbonized power grid or directly by installing renewable power generation technologies on-site.
“Transitioning to low-carbon electricity can be achieved either indirectly through a decarbonized power grid (as for cobalt sulfate) or directly by installing renewable power generation technologies on-site.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ Decarbonization of on-site electricity consumption · p. 9Renewable energy capacity at mining sites grew from 0.6 GW in 2015 to 5 GW installed or announced by 2019, and further expansion is expected.
“renewable energy capacity at mining sites growing from 0.6 GW in 2015 to 5 GW installed or announced by 2019, and further expansion expected. 50,51”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [50] Choi, 2017, Review of photovoltaic and wind power systems utilized in the mining industry, Renew. Sustain. Energy Rev. source
Not checked in the free run.
- cites [51] Igogo, 2021, Integrating renewable energy into mining operations: Opportunities, challenges, and enabling approaches, Appl. Energy source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationreasoning§ Blueprint for LIB raw materials decarbonization · p. 8Multiple alternatives may exist within decarbonization strategies, such as electrified heat, low-carbon fuels, and renewable heat sources for process heat, as well as batteries, hydrogen fuel cells, or biofuel for haul trucks.
“Similarly, multiple alternatives may exist within decarbonization strategies, such as electrified heat, low-carbon fuels, and renewable heat sources for process heat, as well as batteries, hydrogen fuel cells, or biofuel for haul trucks.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitation§ ll · p. 8Due to the aggregation of the nickel sulfate LCI dataset, it was not possible to determine the specific contribution of process emissions to each production route.
“Due to the aggregation of the nickel sulfate LCI dataset, it was not possible to determine the specific contribution of process emissions to each production route.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [42] 2020
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationcitation§ Other emission sources · p. 8These findings are aligned with findings for the mining and metal sector as a whole, e.g., concerning the lower relevance of GHG emissions from explosives, tailings disposal, or long-distance transportation.
“These findings are aligned with findings for the mining and metal sector as a whole, e.g., concerning the lower relevance of GHG emissions from explosives, 47 tailings disposal, 48 or long-distance transportation.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [47] Lai, 2021, The environmental performance of mining operations: Comparison of alternative mining solutions in a life cycle perspective, J. Cleaner Prod. source
Not checked in the free run.
- cites [48] Beylot, 2022, LCA as a support to more sustainable tailings management: critical review, lessons learnt and potential way forward, Resour. Conserv. Recy. source
Not checked in the free run.
- cites [49] Rachid, 2023, Environmental evaluation of metals and minerals production based on a life cycle assessment approach: A systematic review, Miner. Eng. source
Not checked in the free run.
May combine two claims.
Interpretationcitation§ Improvements in energy efficiency · p. 10Energy consumption in the mining and metal sector has been continuously optimized over time, suggesting relatively modest additional energy efficiency gains and thus mitigation opportunities in the short- and medium-term.
“Energy consumption in the mining and metal sector has been continuously optimized over time, suggesting relatively modest additional energy efficiency gains and thus mitigation opportunities in the short- and medium-term. 54,55”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [54] Allwood, 2012
Not checked in the free run.
- cites [55] Kuipers, 2018, Assessing environmental implications associated with global copper demand and supply scenarios from 2010 to 2050, Glob. Environ. Change source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Improvements in energy efficiency · p. 10Other studies have reported a 5% reduction in GHG emissions from the Australian mining sector due to optimization and efficiency.
“Other studies have reported a 5% reduction in GHG emissions from the Australian mining sector due to optimization and efficiency, 56”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [56] 2020
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone given§ Blueprint for LIB raw materials decarbonization · p. 8A single emission source may have several mutually exclusive strategies for reducing emissions.
“It is worth noting that a single emission source may have several mutually exclusive strategies for reducing emissions.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone given§ Blueprint for LIB raw materials decarbonization · p. 8GHG emissions from process heat can be reduced by shifting away from fossil fuels or by implementing CCUS.
“For example, GHG emissions from process heat can be reduced by shifting away from fossil fuels (i.e., decarbonized heat) or by implementing CCUS.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Improvements in energy efficiency · p. 10An analysis of the EU non-ferrous metal industry indicates an economic potential to reduce overall energy consumption by about 0.5% per year (cumulative 12% by 2050) through measures such as highly efficient furnaces, integrated control systems, waste heat recovery, and combustion optimization.
“an analysis of the European Union (EU) non-ferrous metal industry indicates an economic potential to reduce overall energy consumption by about 0.5% per year (for a cumulative reduction of 12% by 2050) through measures such as highly efficient furnaces, integrated control systems, waste heat recovery, and combustion optimization. 18”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [18] Wyns, 2020
Not checked in the free run.
Classified as probably not a substantial claim.
Interpretationnone given§ Blueprint for LIB raw materials decarbonization · p. 8The relevance of decarbonization strategies varies across commodities.
“Moreover, the relevance of decarbonization strategies varies across commodities.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Decarbonization of process heat · p. 10Green hydrogen, produced via water electrolysis powered by renewables, is gaining momentum for high-temperature applications.
“green hydrogen, produced via water electrolysis powered by renewables, is also gaining momentum for high-temperature applications. 60”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [60] Thiel, 2021, To decarbonize industry, we must decarbonize heat, Joule source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Reagents regeneration and reuse · p. 11Recovery and recirculation of solutions produced from process reactions is already common for some commodities.
“Recovery and recirculation of solutions produced from process reactions is already common for some commodities.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationcitation§ Reagents regeneration and reuse · p. 11Regenerating and reusing reagents can minimize their consumption and reduce the GHG emissions associated with their production.
“Regenerating and reusing reagents can minimize their consumption and reduce the GHGemissions associated with their production. This includes acids and bases used for leaching and pH control, solvents used in solvent extraction processes, and reducing and oxidizing agents. 26”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] Binnemans, 2023, The Twelve Principles of Circular Hydrometallurgy, J. Sustain. Metall. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Improvements in energy efficiency · p. 10A 10%-30% energy consumption reduction from adopting modern boilers equipped with integrated control systems has been reported.
“a 10%-30% energy consumption reduction from adopting modern boilers equipped with integrated control systems. 57”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [57] Rissman, 2020, Technologies and policies to decarbonize global industry: Review and assessment of mitigation drivers through 2070, Appl. Energy source
Not checked in the free run.
May combine two claims.
Interpretationreasoning§ Low-carbon haul trucks · p. 10Low-carbon haul trucks present a promising avenue for reducing mining-related emissions, yet their mitigation potential remains low due to the minor contribution of mining to life cycle GHG emissions and the technology's current stage of development.
“Low-carbon haul trucks present a promising avenue for reducing mining-related emissions, yet their mitigation potential remains low due to the minor contribution of mining to life cycle GHG emissions and the technology's current stage of development.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ Low-carbon haul trucks · p. 10According to the International Copper Association, the electrification of haul trucks is anticipated to have a limited impact until 2030, while the large-scale production of battery-electric and fuel cell trucks is foreseen to emerge after 2040.
“According to the International Copper Association, the electrification of haul trucks is anticipated to have a limited impact until 2030, while the large-scale production of battery-electric and fuel cell trucks is foreseen to emerge after 2040. 17”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [17] 2023
Not checked in the free run.
May combine two claims.
Interpretationcitation§ Electrification of processing equipment · p. 11Machinery and auxiliary equipment employed for ore mining and concentration could also be electrified, yet with generally limited mitigation potential due to minor contribution of fuel consumption in mining and concentration to life cycle GHG emissions.
“Machinery and auxiliary equipment employed for ore mining (e.g., front end loaders and drillers) and concentration (e.g., grinding and crushing equipment) could also be electrified, 52 yet with generally limited mitigation potential due to minor contribution of fuel consumption in mining and concentration to life cycle GHG emissions.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [52] Lezak, 2019, Low-Carbon Metals for a Low-Carbon World: A New Energy Paradigm for Mines, Rocky Mountain Institute
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Reagents regeneration and reuse · p. 11Pyrohydrolysis, a highly energy-intensive process, has been traditionally used in industry for regenerating hydrochloric acid (key for cobalt sulfate and natural graphite).
“Pyrohydrolysis, a highly energy-intensive process, has been traditionally used in industry for regenerating hydrochloric acid (key for cobalt sulfate and natural graphite). 64”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [64] Agarwal, 2023, Remediation and recycling of inorganic acids and their green alternatives for sustainable industrial chemical processes, Environ. Sci.: Adv.
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone given§ Decarbonization of process heat · p. 10Renewable heat sources, such as solar and geothermal energy, face significant challenges, including solar intermittency, limited availability (e.g., geothermal energy), and difficulty in achieving the required high temperatures.
“Renewable heat sources, such as solar and geothermal energy, face significant challenges, including solar intermittency, limited availability (e.g., geothermal energy), and difficulty in achieving the required high temperatures.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ Decarbonization of process heat · p. 10Other low-carbon fuel options include biomass and ammonia.
“Other low-carbon fuel options include biomass and ammonia. 60”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [60] Thiel, 2021, To decarbonize industry, we must decarbonize heat, Joule source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Improvements in energy efficiency · p. 10A 6% energy savings in class 1 nickel production through waste heat recovery has been reported.
“a 6% energy savings in class 1 nickel production through waste heat recovery, 16”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16] 2023
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ CCUS · p. 12CCUS can be applied to fossil fuel-based power and heat cogeneration, addressing two major emission sources while providing baseload power.
“CCUS can be applied to fossil fuel-based power and heat cogeneration, addressing two major emission sources while providing baseload power. 21”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [21] Gailani, 2024, Assessing the potential of decarbonization options for industrial sectors, Joule source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone given§ CCUS · p. 12CCUS offers a potential solution for reducing CO2 emissions from various sources, including electricity consumption, process heat, and process emissions.
“CCUS offers a potential solution for reducing CO2 emissions from various sources, including electricity consumption, process heat, and process emissions.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ Reagents substitution · p. 11Sulfuric acid could be replaced with organic acids such as citric, oxalic, and formic acid, or sulfuric acid recovered from acid mine drainage.
“For example, sulfuric acid could be replaced with organic acids such as citric, oxalic, and formic acid, or sulfuric acid recovered from acid mine drainage. 64,67”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [64] Agarwal, 2023, Remediation and recycling of inorganic acids and their green alternatives for sustainable industrial chemical processes, Environ. Sci.: Adv.
Not checked in the free run.
- cites [67] Nleya, 2016, Sustainability assessment of the recovery and utilisation of acid from acid mine drainage, J. Cleaner Prod. source
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
Interpretationreasoning§ Reagents regeneration and reuse · p. 11The mitigation potential of emerging circular hydrometallurgical concepts depends on their recovery efficiency and energy requirements, necessitating comprehensive process simulations.
“The mitigation potential of emerging circular hydrometallurgical concepts depends on their recovery efficiency and energy requirements, necessitating comprehensive process simulations.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Hydrogen and biomass-based reducing agents · p. 12Green hydrogen has generated considerable attention as a more sustainable reducing agent in metallurgy.
“Green hydrogen has generated considerable attention as a more sustainable reducing agent in metallurgy. 27”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [27] Harvey, 2022, Greener reactants, renewable energies and environmental impact mitigation strategies in pyrometallurgical processes: a review, MRS Energy Sustain. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Reagents regeneration and reuse · p. 11Ongoing research explores less energy-intensive hydrochloric acid regeneration methods, including metal sulfate salt crystallization, electrowinning, solvent extraction, and hydrolytic distillation.
“Ongoing research explores less energy-intensive hydrochloric acid regeneration methods, including metal sulfate salt crystallization, electrowinning, solvent extraction, and hydrolytic distillation. 66”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [66] McKinley, 2018, Hydrochloric acid regeneration in hydrometallurgical processes: a review, Miner. Process. Extr. Metall.
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone given§ ll · p. 12Emissions from sodium hydroxide production, used in spodumene-based lithium hydroxide and cobalt sulfate, largely stem from electricity consumption in electrolysis, suggesting potential reductions through a shift to decarbonized power grids or on-site renewable power generation.
“Similarly, emissions from sodium hydroxide production, used in spodumene-based lithium hydroxide and cobalt sulfate, largely stem from electricity consumption in electrolysis, suggesting potential reductions through a shift to decarbonized power grids or on-site renewable power generation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Reagents regeneration and reuse · p. 11The precipitation of lithium hydroxide with calcium hydroxide generates large amounts of solid calcium carbonate, which is often discarded.
“The precipitation of lithium hydroxide with calcium hydroxide generates large amounts of solid calcium carbonate, which is often discarded. 65”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [65] Hou, 2023, Solubility and Thermodynamic Analysis of Lithium Hydroxide in Lye System, Russ. J. Inorg. Chem. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Hydrogen and biomass-based reducing agents · p. 12Biomass-based materials such as wood waste or biochar have been proposed as promising alternatives because they are compatible with current infrastructure relying on solid reducing agents.
“Biomass-based materials such as wood waste or biochar have also been proposed as promising alternatives because they are compatible with current infrastructure relying on solid reducing agents. 75”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [75] Sommerfeld, 2021, Replacing Fossil Carbon in the Production of Ferroalloys with a Focus on Bio-Based Carbon: A Review, Minerals source
Not checked in the free run.
May combine two claims.
Interpretationnone given§ Reagents substitution · p. 11The mitigation potential of reagent substitution depends not only on the GHG emissions intensity of producing alternative reagents but also on their performance relative to the benchmark.
“The mitigation potential of reagent substitution depends not only on the GHG emissions intensity of producing alternative reagents but also on their performance relative to the benchmark.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationreasoning§ Decarbonization of the chemical industry · p. 11The decarbonization of LIB raw materials could largely benefit from the decarbonization of the chemical industry.
“Beyond minimizing consumption or replacing certain reagents, the decarbonization of LIB raw materials could largely benefit from the decarbonization of the chemical industry.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Reagents substitution · p. 11CO2 captured from flue gas generated by burning fossil fuels for process heat generation has been proposed as a substitute for soda ash in the precipitation of lithium carbonate.
“CO2, which can be captured from the flue gas generated by burning fossil fuels for process heat generation, has been proposed as a substitute for soda ash in the precipitation of lithium carbonate. 68”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [68] Kim, 2024, Carbon dioxide utilization in lithium carbonate precipitation: A short review, Environ. Eng. Res.
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Interpretationnone given§ Reagents regeneration and reuse · p. 11Opportunities for further improvements exist for every commodity.
“Nonetheless, opportunities for further improvements exist for every commodity.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ Decarbonization of the chemical industry · p. 11The chemical industry is actively pursuing renewable electricity sources, electrification of heating, and renewable carbon feedstocks.
“The chemical industry is actively pursuing renewable electricity sources, electrification of heating, and renewable carbon feedstocks. 71-73”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [71] Mallapragada, 2023, Decarbonization of the chemical industry through electrification: Barriers and opportunities, Joule source
Not checked in the free run.
- cites [72] Woodall, 2022, Technology options and policy design to facilitate decarbonization of chemical manufacturing, Joule source
Not checked in the free run.
- cites [73] Bauer, 2023, Mapping GHG emissions and prospects for renewable energy in the chemical industry, Curr. Opin. Chem. Eng. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Hydrogen and biomass-based reducing agents · p. 12A previous LCA demonstrated that replacing coal with biochar could reduce GHG emissions by 45% in ferronickel smelting.
“For example, a previous LCA demonstrated that replacing coal with biochar could reduce GHG emissions by 45% in ferronickel smelting. 76”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [76] Norgate, 2011, Assessing the energy and greenhouse gas footprints of nickel laterite processing, Miner. Eng. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone given§ New and emerging production technologies · p. 13Often, these innovations aim to maximize material recovery.
“Often, these innovations aim to maximize material recovery.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ Improvements in material recovery rate · p. 12For other commodities, refining processes often achieve recovery rates above 90%, while the concentration stage remains relatively inefficient, with recovery rates of around 40%-60% for lithium extraction from brines, 66% for lithium extraction from spodumene, 55% for cobalt, and 79% for nickel.
“For other commodities, refining processes often achieve recovery rates above 90%, 82 while the concentration stage remains relatively inefficient, with recovery rates of around 40%-60% for lithium extraction from brines, 66% for lithium extraction from spodumene, 55% for cobalt, and 79% for nickel. 82,83”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [82] Nassar, 2022, Rock-to-Metal Ratio: A Foundational Metric for Understanding Mine Wastes, Environ. Sci. Technol. source
Not checked in the free run.
- cites [83] Nicolaci, 2023
Not checked in the free run.
May combine two claims.
Interpretationnone given§ Improvements in material recovery rate · p. 12The concentration stage often has a minor influence on life cycle GHG emissions (e.g., as in spodumene-based lithium hydroxide or nickel sulfate production), limiting the mitigation potential of this strategy.
“Moreover, the concentration stage often has a minor influence on life cycle GHG emissions (e.g., as in spodumene-based lithium hydroxide or nickel sulfate production), limiting the mitigation potential of this strategy.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ New and emerging production technologies · p. 13There is growing interest in using biomass as a precursor for producing battery-grade graphite, which offers an alternative to the energy-intensive natural and synthetic graphite production routes.
“There is also growing interest in using biomass as a precursor for producing battery-grade graphite, which offers an alternative to the energy-intensive natural and synthetic graphite production routes. 90”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [90] Dolega, 2020
Not checked in the free run.
May combine two claims.
Premisecitation§ New and emerging production technologies · p. 13Bio-leaching operates at atmospheric pressure, potentially reducing electricity consumption, and does not require acids.
“This process operates at atmospheric pressure, potentially reducing electricity consumption, and does not require acids. 88,89”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [88] Carpen, 2022, Enhancement of nickel laterite ore bioleaching by Burkholderia sp. using a factorial design, Appl. Water Sci. source
Not checked in the free run.
- cites [89] Hosseini Nasab, 2020, Indirect bioleaching of Co and Ni from iron rich laterite ore, using metabolic carboxylic acids generated by P. putida, P. koreensis, P. bilaji and A. niger, Hydrometallurgy source
Not checked in the free run.
May combine two claims.
Premisecitation§ Improvements in material recovery rate · p. 12Improved processes have been proposed in the scientific literature, capable of increasing yields up to 80% while simultaneously reducing energy consumption.
“Improved processes have been proposed in the scientific literature, capable of increasing yields up to 80% while simultaneously reducing energy consumption. 81”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [81] Biber, 2023, Improved production process with new spheroidization machine with high efficiency and low energy consumption for rounding natural graphite for Li-ion battery applications, Carbon source
Not checked in the free run.
May combine two claims.
Premisecitation§ Improvements in material recovery rate · p. 12Ore pre-concentration techniques like dense media separation, gravity separation, magnetic separation, electrostatic separation, and flotation could increase the recovery rate, yet it remains uncommon largely due to complex mineralogies.
“Ore pre-concentration techniques like dense media separation, gravity separation, magnetic separation, electrostatic separation, and flotation could increase the recovery rate, yet it remains uncommon largely due to complex mineralogies. 84”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [84] Quast, 2015, Preconcentration strategies in the processing of nickel laterite ores Part 1: Literature review, Miner. Eng. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Improvements in material recovery rate · p. 12A prior LCA demonstrated that achieving an 80% micronizing yield could reduce the life cycle GHG emissions of synthetic graphite by about 23%.
“A prior LCA demonstrated that achieving an 80% micronizing yield could reduce the life cycle GHG emissions of synthetic graphite by about 23%. 44”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] Carrère, 2024, Carbon footprint assessment of manufacturing of synthetic graphite battery anode material for electric mobility applications, J. Energy Storage
Not checked in the free run.
May combine two claims.
Interpretationnone given§ CCUS · p. 12For CO2 utilization, on-site demand is preferable, but this is limited for LIB raw materials production processes, except for substituting soda ash in lithium hydroxide production.
“For CO2 utilization, on-site demand is preferable, but this is limited for LIB raw materials production processes, except for substituting soda ash in lithium hydroxide production.”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ New and emerging production technologies · p. 13Various DLE concepts are currently being tested at scale, with commercial implementation expected between 2025 and 2030.
“Various DLE concepts are currently being tested at scale, with commercial implementation expected between 2025 and 2030. 83”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [83] Nicolaci, 2023
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationcitation§ Improvements in material recovery rate · p. 12Reprocessing of mining waste and tailings represents another relevant strategy for improving material recovery, especially for cobalt and nickel.
“It is worth mentioning that reprocessing of mining waste and tailings represents another relevant strategy for improving material recovery, especially for cobalt and nickel. 85”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [85] Kinnunen, 2022, A review of circular economy strategies for mine tailings, Cleaner Eng. Technol. source
Not checked in the free run.
May combine two claims.
Premisecitation§ CCUS · p. 12Additional operational challenges for CCUS include the need for access to CO2 geological storage sites (likely unavailable at most mining and refining locations) and the complex supply chain of transporting and injecting CO2.
“Additional operational challenges include the need for access to CO2 geological storage sites (likely unavailable at most mining and refining locations) 78 and the complex supply chain of transporting and injecting CO2. 79”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
Interpretationreasoning§ Techno-economic challenges in LIB raw materials decarbonization · p. 14Leveraging a decarbonized power grid provides access to low-carbon electricity without major investments from mining and metal companies, though this approach is constrained by the uneven global progress in power sector decarbonization and may be impractical for isolated production sites.
“Leveraging a decarbonized power grid provides access to low-carbon electricity without major investments from mining and metal companies, though this approach is constrained by the uneven global progress in power sector decarbonization and may be impractical for isolated production sites.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ CDR · p. 13A portfolio of CDR technologies is available for compensating emissions, including BECCS, DACCS, forestation, soil carbon sequestration, biochar, ocean fertilization, and enhanced rock weathering.
“In addition to available strategies for reducing GHG emissions, a portfolio of CDR technologies is available for compensating emissions. These include bioenergy with carbon capture and storage (BECCS), direct air capture and storage (DACCS), forestation, soil carbon sequestration, biochar, ocean fertilization, and enhanced rock weathering. 93”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [93] Sovacool, 2023, Reviewing the sociotechnical dynamics of carbon removal, Joule source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationreasoning§ CDR · p. 13Even with technological advancements, mineral carbonation will require long intergenerational timeframes, rendering this strategy less relevant in the short- and medium-term but potentially impactful over decades or centuries.
“Even with technological advancements, mineral carbonation will require long intergenerational timeframes, rendering this strategy less relevant in the short- and medium-term but potentially impactful over decades or centuries.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ CDR · p. 13Companies like BHP Nickel are already exploring methods for exploiting the CDR potential of tailings.
“Companies like BHP Nickel are already exploring methods for exploiting the CDR potential of tailings. 96”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [96] 2020, Unlocking the potential of mineral carbonation, BHP
Not checked in the free run.
May combine two claims.
Premisecitation§ CDR · p. 13Globally, the CDR potential based on current tailings production volumes is estimated at 290-642, 0.002-0.02, and 14-175 Mt CO2 year-1 for copper-cobalt, nickel laterite, and nickel sulfide deposits, respectively.
“Globally, the CDR potential based on current tailings production volumes is estimated at 290-642, 0.002-0.02, and 14-175 Mt CO2 year 1 for copper-cobalt, nickel laterite, and nickel sulfide deposits, respectively.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [95] Bullock, 2021, Global Carbon Dioxide Removal Potential of Waste Materials From Metal and Diamond Mining, Front. Clim. source
Not checked in the free run.
May combine two claims.
Interpretationnone given§ New and emerging production technologies · p. 13Despite the promising mitigation potential of emerging technologies, most are still in the early development stages and far from industrial deployment.
“However, despite the promising mitigation potential of emerging technologies, most are still in the early development stages and far from industrial deployment.”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ CDR · p. 13The estimated CDR potential of tailings associated with LIB raw materials reaches 200-250 kg CO2 t-1 for sediment-hosted copper-cobalt deposits, 10-30 kg CO2 t-1 for nickel laterite deposits, and 140-990 kg CO2 t-1 for nickel sulfide deposits.
“The estimated CDR potential of tailings associated with LIB raw materials reaches 200-250 kg CO2 t 1 for sediment-hosted copper-cobalt deposits, 10-30 kg CO2 t 1 for nickel laterite deposits, and 140-990 kg CO2 t 1 for nickel sulfide deposits. 95”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [95] Bullock, 2021, Global Carbon Dioxide Removal Potential of Waste Materials From Metal and Diamond Mining, Front. Clim. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone given§ Decarbonization of electricity consumption elsewhere · p. 13The overall mitigation potential of decarbonizing electricity consumption elsewhere might be limited, as upstream production processes other than reagents production contribute relatively little to the life cycle GHG emissions.
“However, the overall mitigation potential might be limited, as upstream production processes other than reagents production contribute relatively little to the life cycle GHG emissions.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationcitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 14This ''green relocation'' can offer competing benefits such as cost savings, infrastructure availability, and political and economic stability, and aligns with regulatory frameworks like the European Critical Raw Materials Act's goal for the EU to domestically process 40% of its demand for strategic raw materials.
“This ''green relocation'' can offer competing benefits such as cost savings, infrastructure availability, and political and economic stability, 97 and aligns with regulatory frameworks like the European Critical Raw Materials Act's goal for the EU to domestically process 40% of its demand for strategic raw materials. 98”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [97] Verpoort, 2024, Impact of global heterogeneity of renewable energy supply on heavy industrial production and green value chains, Nat. Energy source
Not checked in the free run.
- cites [98] Hool, 2024, Challenges and opportunities of the European Critical Raw Materials Act, Miner. Econ. source
Not checked in the free run.
May combine two claims.
Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 14The mining and metal sector typically operates under a continuous operation model, which necessitates a constant electric load.
“The mining and metal sector typically operates under a continuous operation model, which necessitates a constant electric load. 61”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [61]
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone given§ Techno-economic challenges in LIB raw materials decarbonization · p. 14The decarbonization of the chemical industry would also raise reagent prices, potentially impacting battery-grade raw material prices.
“Moreover, the decarbonization of the chemical industry would also raise reagent prices, potentially impacting battery-grade raw material prices.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationreasoning§ Techno-economic challenges in LIB raw materials decarbonization · p. 14Transitioning to renewable electricity under this business model requires either grid connection, backup generators, or battery energy storage systems (BESS).
“Therefore, transitioning to renewable electricity under this business model requires either grid connection, backup generators, or battery energy storage systems (BESS).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone given§ Decarbonization of electricity consumption elsewhere · p. 13In addition to electricity consumed for on-site operations and reagents production, electricity consumption elsewhere in other sectors of the global economy also affects the life cycle GHG emissions associated with LIB raw materials.
“In addition to electricity consumed for on-site operations and reagents production, electricity consumption elsewhere in other sectors of the global economy also affects the life cycle GHG emissions associated with LIB raw materials.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationcitation§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 17The uncertainty for synthetic graphite primarily arises from the reliance on expert assumptions and estimates in part of the LCI dataset, coupled with variability in GHG emissions associated with the electricity mix.
“This uncertainty primarily arises from the reliance on expert assumptions and estimates in part of the LCI dataset, 44 coupled with variability in GHG emissions associated with the electricity mix.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [44] Carrère, 2024, Carbon footprint assessment of manufacturing of synthetic graphite battery anode material for electric mobility applications, J. Energy Storage
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 15Carbon pricing has proven effective in reducing industry GHG emissions.
“While carbon pricing has proven effective in reducing industry GHG emissions, 105”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [105] Döbbeling-Hildebrandt, 2024, Systematic review and meta-analysis of ex-post evaluations on the effectiveness of carbon pricing, Nat. Commun. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18Residual GHG emissions from industry are frequently identified as a major obstacle to achieving the target of limiting global warming to well below 2 C.
“This finding is significant, as residual GHG emissions from industry are frequently identified as a major obstacle to achieving the target of limiting global warming to well below 2 C. 109,110”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 15By early 2028, the EU will prevent entry into the market for batteries whose carbon footprint is larger than a maximum threshold (still to be defined).
“By early 2028, the EU will additionally prevent entry into the market for those batteries whose carbon footprint is larger than a (still to be defined) ''maximum threshold.''”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [104] 2023, Regulation (EU). 2023/ of the European Parliament and of the Council of 12 July 2023 concerning batteries and waste batteries, amending Directive 2008/98/EC and Regulation (EU) 2019/1020 and repealing Directive 2006/66/EC., Official Journal of the European Union
Not checked in the free run.
May combine two claims.
Interpretationreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 17Mitigation potentials are highly variable depending on the LCI data, underscoring the importance of high-quality data in developing decarbonization strategies.
“Overall, these findings highlight that mitigation potentials are highly variable depending on the LCI data, underscoring the importance of high-quality data in developing decarbonization strategies.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 15Energy transition metals may be less affected by a global carbon tax compared with sectors like energy or agriculture, owing to the high economic value of metal commodities per unit of carbon emission.
“previous studies suggest that energy transition metals may be less affected by a global carbon tax compared with sectors like energy or agriculture, owing to the high economic value of metal commodities per unit of carbon emission. 106”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [106] Cox, 2022, The mining industry as a net beneficiary of a global tax on carbon emissions, Commun. Earth Environ. source
Not checked in the free run.
Classified as probably not a substantial claim.
Premisecitation§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 16CCS is often considered the main option for decarbonizing hard-to-abate chemicals.
“CCS is often considered the main option for decarbonizing such hard-to-abate chemicals, which has not been considered in our scenario. 107”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [107] Simoni, 2022, Decarbonising the lime industry: State-of-the-art, Renew. Sustain. Energy Rev. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationown data§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 18The mitigation potential presented in Figure 4 is highly ambitious, as it assumes a supply chain entirely powered by wind energy.
“However, the mitigation potential presented in Figure 4 is already highly ambitious, based on a supply chain entirely powered by wind energy.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Renewable electricity is provided by 3 MW onshore wind turbines paired with lithium-iron phosphate (LFP) batteries.
- The authors state this as an assumption: The integrated wind-BESS system provides electricity for all mining, concentration, refining, and reagent production processes, as well as for powering electrified process heat.
May combine two claims.
Interpretationreasoning§ MITIGATION POTENTIAL, DECOUPLING LEVEL, AND TRADE OFFS OF A DECARBONIZATION SCENARIO · p. 16The limited reduction in GHG emissions from lithium hydroxide production (9%-10%) from decarbonizing the chemical industry arises because quicklime production generates a large amount of CO2 during limestone decomposition that is not alleviated by renewable electricity and electrified heat.
“This discrepancy arises because the production of the key reagent for lithium hydroxide, quicklime, generates a large amount of CO2 during limestone decomposition that is not alleviated by a switch to renewable electricity and electrified heat.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Techno-economic challenges in LIB raw materials decarbonization · p. 15The IEA forecasts a 40% reduction in the upfront costs of utility-scale BESS by 2030.
“the IEA forecasting a 40% reduction in the upfront costs of utility-scale BESS by 2030. 103”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [103] 2024
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ OUTLOOK AND FUTURE RESEARCH · p. 20Recycling has the potential to reduce 20%-23% of the demand for lithium by 2050, 26%-44% for cobalt, and 22%-38% for nickel.
“For example, a previous study determined that recycling has the potential to reduce 20%-23% of the demand for lithium by 2050, 26%-44% for cobalt, and 22%-38% for nickel. 120”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [120] Xu, 2020, Future material demand for automotive lithium-based batteries, Commun. Mater. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ OUTLOOK AND FUTURE RESEARCH · p. 20The emergence of post-LIB chemistries, such as sodium-ion batteries, lithium-sulfur batteries, or solid-state batteries, may mitigate the demand for lithium and cobalt.
“For example, the emergence of post-LIB chemistries, such as sodium-ion batteries, lithium-sulfur batteries, or solid-state batteries, may mitigate the demand for lithium and cobalt. 118”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [118] Duffner, 2021, Post-lithium-ion battery cell production and its compatibility with lithium-ion cell production infrastructure, Nat. Energy source
Not checked in the free run.
Classified as probably not a substantial claim.
Interpretationreasoning§ OUTLOOK AND FUTURE RESEARCH · p. 20Residual emissions that cannot be mitigated would need to be compensated via CDR from the atmosphere.
“Residual emissions that cannot be mitigated would need to be compensated via CDR from the atmosphere.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The projected demand by 2030 is met by the decarbonized production routes analyzed in the study.
May combine two claims.
Interpretationcitation§ OUTLOOK AND FUTURE RESEARCH · p. 19These findings align with our analysis of the 2020 technology mix, although the importance of decarbonizing reagents production will become more pronounced with increased HPAL use.
“These findings align with our analysis of the 2020 technology mix, although the importance of decarbonizing reagents production will become more pronounced with increased HPAL use.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ OUTLOOK AND FUTURE RESEARCH · p. 20Strategies like using smaller vehicles or extending the lifetime of batteries can further contribute to reducing demand for LIB raw materials.
“Strategies like using smaller vehicles or extending the lifetime of batteries can further contribute to reducing demand for LIB raw materials. 119”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [119] Aguilar Lopez, 2023, Evaluating strategies for managing resource use in lithium-ion batteries for electric vehicles using the global MATILDA model, Resour. Conserv. Recy. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ OUTLOOK AND FUTURE RESEARCH · p. 19A potential rise in laterite ore processing via rotary kiln electric furnace may shift decarbonization priorities toward low-carbon electricity and alternative reducing agents.
“A potential rise in laterite ore processing via rotary kiln electric furnace may also shift decarbonization priorities toward low-carbon electricity and alternative reducing agents. 116”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [116] Tijsseling, 2023
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ OUTLOOK AND FUTURE RESEARCH · p. 20A net-zero roadmap for copper and nickel mining determined that 10% of 2020 industry's GHG emissions need to be compensated via CDR to reach carbon-neutrality.
“For example, a net-zero roadmap for copper and nickel mining determined that 10% of 2020 industry's GHG emissions need to be compensated via CDR to reach carbon-neutrality. 16”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16] 2023
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ OUTLOOK AND FUTURE RESEARCH · p. 19The decarbonization scenario quantified in this study is highly illustrative because it assumes the LIB raw materials supply chain and chemical industry are fully powered by wind energy with battery storage.
“Therefore, the decarbonization scenario quantified in this study is highly illustrative as it envisions the LIB raw materials supply chain and chemical industry being fully powered by wind energy with battery storage for dispatchability.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Renewable electricity is provided by 3 MW onshore wind turbines paired with lithium-iron phosphate (LFP) batteries.
- The authors state this as an assumption: The integrated wind-BESS system provides electricity for all mining, concentration, refining, and reagent production processes, as well as for powering electrified process heat.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ OUTLOOK AND FUTURE RESEARCH · p. 19Prior research on the Indonesian HPAL route has shown that GHG emissions mainly stem from on-site electricity consumption (36%), reagents consumption (25%), process heat (22%), and process emissions (13%).
“Prior research on the Indonesian HPAL route has shown that GHG emissions mainly stem from on-site electricity consumption (36%), reagents consumption (25%), process heat (22%), and process emissions (13%). 116”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [116] Tijsseling, 2023
Not checked in the free run.
Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing). May combine two claims.
Premisecitation§ OUTLOOK AND FUTURE RESEARCH · p. 20Producing cobalt sulfate and nickel sulfate from deep sea polymetallic nodules could result in 80% and 30% lower life cycle GHG emissions, respectively, compared with conventional routes.
“For example, a prior LCA reported that producing cobalt sulfate and nickel sulfate from deep sea polymetallic nodules could result in 80% and 30% lower life cycle GHG emissions, respectively, compared with conventional routes. 117”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [117] Paulikas, 2020, Life cycle climate change impacts of producing battery metals from land ores versus deep-sea polymetallic nodules, J. Cleaner Prod. source
Not checked in the free run.
May combine two claims.
Interpretationcitation§ OUTLOOK AND FUTURE RESEARCH · p. 20Recycling LIBs is a promising pathway for reducing mining while concurrently delivering battery-grade raw materials with lower GHG emissions.
“Recycling LIBs emerges as a promising pathway for reducing mining while concurrently delivering battery-grade raw materials with lower GHG emissions.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone given§ OUTLOOK AND FUTURE RESEARCH · p. 19Shifting to low-carbon electricity is fundamental to decarbonizing the LIB raw materials supply chain.
“Shifting to low-carbon electricity is fundamental to decarbonizing LIB raw materials supply chain.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ OUTLOOK AND FUTURE RESEARCH · p. 20Secondary production of cobalt sulfate and nickel sulfate has been shown to yield GHG emissions intensity 74% and 57% lower compared with primary production.
“Similarly, secondary production of cobalt sulfate and nickel sulfate has been shown to yield GHG emissions intensity 74% and 57% lower compared with primary production. 121”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [121] Ali, 2024, Simulation-based life cycle assessment of secondary materials from recycling of lithium-ion batteries, Resour. Conserv. Recy. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoning§ Life cycle assessment · p. 20The LCA results reported in Figure 2 may differ from the values reported in the original studies due to different versions of the ecoinvent background database or the combination of LCI data from different sources.
“Note that the LCA results reported in Figure 2 may differ from the values reported in the original studies due to different versions of the ecoinvent background database or the combination of LCI data from different sources.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone given§ Qualitative assessment of the mitigation potential · p. 21The qualitative assessment of mitigation potential is largely based on expert judgment, and the actual mitigation potential may depend on techno-economic, social, and regulatory factors.
“It is important to note that this assessment is largely based on expert judgment and that the actual mitigation potential may depend on techno-economic, social, and regulatory factors.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown data§ Decarbonization scenario modeling · p. 22A Monte Carlo sampling method with 1,000 iterations was used to assess the robustness of the estimated mitigation potentials.
“The Monte Carlo sampling method (based on 1,000 iterations) was used to assess the robustness of the estimated mitigation potentials resulting from the propagation of uncertainty related to LCI data.”
Quote in the paperSubstantial claim
The authors state this as an assumption.
The projected demand by 2030 is met by the decarbonized production routes analyzed in the study.
“It is important to note that our analysis assumes the projected demand by 2030 is met by the decarbonized production routes we have analyzed here.”
The authors state this as an assumption.
Renewable electricity is provided by 3 MW onshore wind turbines paired with lithium-iron phosphate (LFP) batteries.
“In our decarbonization scenario, we assumed that renewable electricity is provided by 3 MW onshore wind turbines paired with lithium-iron phosphate (LFP) batteries.”
The authors state this as an assumption.
The integrated wind-BESS system provides electricity for all mining, concentration, refining, and reagent production processes, as well as for powering electrified process heat.
“The integrated wind-BESS system was assumed to provide electricity for all mining, concentration, refining, and reagent production processes, as well as for powering electrified process heat.”
The authors state this as an assumption.
Energy efficiency improvements achieve a 5% reduction in overall energy consumption over a 10-year timeframe.
“For energy efficiency improvements, we assumed a 5% reduction in overall energy consumption based on the 0.5% annual reduction reported in Wyns and Khandekar. 18 and a 10-year timeframe.”
The authors state this as an assumption.
Temperatures below 100 C are supplied by industrial heat pumps, while high-temperature processes are electrified using electric furnaces with an electrical-to-thermal efficiency of 90%.
“We assumed that temperatures below 100 C (as required, e.g., in brine-based lithium hydroxide production) are supplied by industrial heat pumps, while high-temperature processes are electrified employing different types of electric furnaces with an electrical-to-thermal efficiency of 90%. 58”
The authors state this as an assumption.
All heat demand for reagent production is high temperature and thus supplied by electric furnaces.
“For reagent production, lacking specific data on distribution between low and high temperature for each reagent, we have assumed that all heat demand is high temperature and thus supplied by electric furnaces.”
The paper relies on this without support.
Lithium demand for EVs is projected to increase 8.6-fold by 2030 in the NZE scenario.
“Focusing on lithium, its demand for EVs is projected to increase 8.6-fold by 2030 in the NZE scenario.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The integration of renewable energies in the mining sector is only one of various levers to decarbonize metals.
“The integration of renewable energies in the mining sector is only one of various levers to decarbonize metals.93”
From Current and Future Impacts of Lithium Carbonate from Brines: A Global Regionalized Life Cycle Assessment Model (2025) · cites this paper as [93]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Conflicting temperatures for spodumene calcination
MinorThe text gives two different temperatures for calcination in spodumene-based lithium hydroxide production: 1,100 °C and 1,200 °C.
“For spodumene-based lithium hydroxide, calcination (where the spodumene concentrate is heated to 1,100 C)”
“calcination in spodumene-based lithium hydroxide production (1,200 C)”
The citation lists haven’t been fetched yet
References 91 · Cited by 60
Research works printed but not linked: 6
- 2023, Critical Minerals Market Review 2023, International Energy Agency
- Dai, 2018, Cobalt Life Cycle Analysis Update for the GREET Model, Argonne National Laboratory
- Lezak, 2019, Low-Carbon Metals for a Low-Carbon World: A New Energy Paradigm for Mines, Rocky Mountain Institute
- Perez, 2014, Method for the production of battery grade lithium carbonate from natural and industrial brines, US Patent
- 2020, Unlocking the potential of mineral carbonation, BHP
- 2023, Regulation (EU). 2023/ of the European Parliament and of the Council of 12 July 2023 concerning batteries and waste batteries, amending Directive 2008/98/EC and Regulation (EU) 2019/1020 and repealing Directive 2006/66/EC., Official Journal of the European Union
- Authors
- Istrate, R., Mas-Fons, A., Beylot, A., Northey, S., Vaidya, K., Sonnemann, G., Kleijn, R., & Steubing, B.
- Affiliations
- Centre National de la Recherche Scientifique (FR)
- Bureau de Recherches Géologiques et Minières (FR)
- University of Technology Sydney (AU)
- Northvolt (Sweden) (SE)
- Leiden University (NL)
- ORCID
- Venue
- Joule
- Publisher
- Elsevier BV
- Published
- 2024-11
- Volume
- 8
- Issue
- 11
- Pages
- 2992-3016
- ISSN
- 2542-4351 (ISSN-L)
- OpenAlex
- W4403825186
- Cited by
- 60
- References
- 91
- Citations by year
- 2026: 33 · 2025: 26 · 2024: 1
- FWCI
- 8.04
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (vor, 384 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Joule (publishedVersion)
- Leiden Repository (Leiden University) (submittedVersion)
- HAL (submittedVersion)
- Funders
- European Commission
- EIT RawMaterials GmbH (22039, 20049)
- Topics
- Physical Sciences › Engineering › Mechanical Engineering › Extraction and Separation Processes
- Physical Sciences › Environmental Science › Environmental Engineering › Environmental Impact and Sustainability
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electric Vehicles and Infrastructure
- Keywords
- supply chain decarbonization, greenhouse gas emissions, electric vehicle batteries, lithium hydroxide, cobalt sulfate, nickel sulfate, natural graphite, synthetic graphite, renewable electricity, reagent regeneration, material recovery, net-zero emissions
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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