Uncovering the evolution of tin use in the United States and its implications

Congren Yang, Xianlai Zeng, Haodong Li, Zuyuan Tian, Wei Liu, Wenqing Qin, Jinhui Li

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Front. Environ. Sci. Eng. ›› 2021, Vol. 15 ›› Issue (6) : 118. DOI: 10.1007/s11783-021-1406-6
RESEARCH ARTICLE
RESEARCH ARTICLE

Uncovering the evolution of tin use in the United States and its implications

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Highlights

• US tin use decreases as the GDP value added by manufacturing sector increases.

• Global and China’s tin use increases as the GDP added by manufacturing increases.

• A sigmoid curve can fit the US tin use data well.

• US tin use patterns is not due to the finite tin reserves or resources.

• Policies, substitutions, etc. play key roles in the changing tin use patterns.

Abstract

Tin is of key importance to daily life and national security; it is considered an essential industrial metal. The United States (US) is the world’s largest economy and consumer of natural resources. Therefore, the analysis of historical tin use in the US is helpful for understanding future tin use trends in the world as a whole and in developing countries. Time series analysis, regression analysis with GDP or GDP/capita, and historical data fitted with logistic and Gompertz models are employed in this study. Historical tin use in the US shows three stages—increase-constant-decrease, as GDP per capita has increased. Tin use in the US is negatively correlated with the GDP value added by the manufacturing sector, while the use of tin worldwide and in China continues to increase along with the GDP value added by the manufacturing sector. Although a sigmoid curve can fit the US tin use data well, that use is not directly related to the limited tin reserves or resources. Rather, policies, economic restructuring, substitutions, new end-use markets, etc. have played key roles in the changing tin use patterns. This work contributes to understanding future tin use at both the global and national levels: tin use will continue to increase with GDP at the global level, but use patterns of tin at the national level can be changed through human intervention.

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Keywords

Tin use / GDP / Curve fitting / Logistic model / Gompertz model

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Congren Yang, Xianlai Zeng, Haodong Li, Zuyuan Tian, Wei Liu, Wenqing Qin, Jinhui Li. Uncovering the evolution of tin use in the United States and its implications. Front. Environ. Sci. Eng., 2021, 15(6): 118 https://doi.org/10.1007/s11783-021-1406-6

References

[1]
Amy C, Budenstein D, Bagepalli M, England D, Deangelis F, Wilk G, Jarrett C, Kelsall C, Hirschey J, Wen H, Chavan A, Gilleland B, Yuan C, Chueh W C, Sandhage K H, Kawajiri Y, Henry A (2017). Pumping liquid metal at high temperatures up to 1673 kelvin. Nature, 550(7675): 199–203
CrossRef Google scholar
[2]
Baldé C P, Forti V, Gray V, Kuehr R, Stegmann P (2017). The Global E-waste Monitor 2017: Quantities, Flows and Resources.Bonn, Geneva, and Vienna: United Nations University, International Telecommunication Union, and International Solid Waste Association
[3]
Baldé C P, Wang F, Kuehr R, Huisman J (2015). The global e-waste monitor – 2014, United Nations University, IAS – SCYCLE, Bonn, Germany
[4]
The Bureau of Economic Analysis. Washengton, DC;
[5]
Caithamer P (2008). Regression and Time Series Analysis of the World Oil Peak of Production: Another Look. Mathematical Geosciences, 40(6): 653–670
CrossRef Google scholar
[6]
Chen W, Wang M X, Li X (2016a). Analysis of copper flows in the United States: 1975–2012. Resources, Conservation and Recycling, 111: 67–76
CrossRef Google scholar
[7]
Chen W Q (2013). Recycling rates of aluminum in the United States. Journal of Industrial Ecology, 17(6): 926–938
CrossRef Google scholar
[8]
Chen W Q (2018). Dynamic product-level analysis of in-use aluminum stocks in the United States. Journal of Industrial Ecology, 22(6): 1425–1435
CrossRef Google scholar
[9]
Chen W Q, Graedel T E (2012). Dynamic analysis of aluminum stocks and flows in the United States: 1900–2009. Ecological Economics, 81: 92–102
CrossRef Google scholar
[10]
Chen W Q, Graedel T E, Nuss P, Ohno H (2016b). Building the material flow networks of aluminum in the 2007 US economy. Environmental Science & Technology, 50(7): 3905–3912
CrossRef Google scholar
[11]
Cheng W, Singh N, Elliott W, Lee J, Rassoolkhani A, Jin X, Mcfarland E W, Mubeen S (2018). Earth-abundant tin sulfide-based photocathodes for solar hydrogen production. Advancement of Science, 5(1): 1700362
CrossRef Google scholar
[12]
Choi Y S, Byeon Y W, Park J H, Seo J H, Ahn J P, Lee J C (2018). Ultrafast sodiation of single-crystalline Sn anodes. ACS Applied Materials & Interfaces, 10(1): 560–568
CrossRef Google scholar
[13]
CNIA (2018). The Yearbook of Nonferrous Metals Industry of China (1991–2017). Beijing: China Nonferrous Metals Industry Association
[14]
Elshkaki A, Graedel T E (2015). Solar cell metals and their hosts: A tale of oversupply and undersupply. Applied Energy, 158: 167–177
CrossRef Google scholar
[15]
Elshkaki A, Graedel T E, Ciacci L, Reck B K (2016). Copper demand, supply, and associated energy use to 2050. Global Environmental Change, 39: 305–315
CrossRef Google scholar
[16]
Elshkaki A, Reck B K, Graedel T E (2017). Anthropogenic nickel supply, demand, and associated energy and water use. Resources, Conservation and Recycling, 125: 300–307
CrossRef Google scholar
[17]
Fang H H, Adjokatse S, Shao S, Even J, Loi M A (2018). Long-lived hot-carrier light emission and large blue shift in formamidinium tin triiodide perovskites. Nature Communications, 9: 243
CrossRef Google scholar
[18]
Ghosh H, Mitra S, Dhar S, Nandi A, Majumdar S, Saha H, Datta S K, Banerjee C (2017). Light-harvesting properties of embedded tin oxide nanoparticles for partial rear contact silicon solar cells. Plasmonics, 12(6): 1761–1772
CrossRef Google scholar
[19]
Gierlinger S, Krausmann F (2012). The physical economy of the United States of America. Journal of Industrial Ecology, 16(3): 365–377
CrossRef Google scholar
[20]
Gordon R B, Bertram M, Graedel T E (2006). Metal stocks and sustainability. Proceedings of the National Academy of Sciences of the United States of America, 103(5): 1209–1214
CrossRef Google scholar
[21]
Gorman M, Dzombak D (2020). Stocks and flows of copper in the US: Analysis of circularity 1970–2015 and potential for increased recovery. Resources, Conservation and Recycling, 153: 104542
CrossRef Google scholar
[22]
Graedel T E, Cao J (2010). Metal spectra as indicators of development. Proceedings of the National Academy of Sciences of the United States of America, 107(49): 20905–20910
CrossRef Google scholar
[23]
Graedel T E, Harper E M, Nassar N T, Nuss P, Reck B K (2015). Criticality of metals and metalloids. Proceedings of the National Academy of Sciences of the United States of America, 112(14): 4257–4262
CrossRef Google scholar
[24]
Halada K, Shimada M, Ijima K (2008a). Decoupling status of metal consumption from economic growth. Materials Transactions, 49(3): 411–418
CrossRef Google scholar
[25]
Halada K, Shimada M, Ijima K (2008b). Forecasting of the consumption of metals up to 2050. Materials Transactions, 49(3): 402–410
CrossRef Google scholar
[26]
Heo J W, Banerjee A, Park K H, Jung Y S, Hong S T (2018). New Na-ion solid electrolytes Na4-xSn1-xSbxS4 (0.02≤x≤0.33) for all-solid-state Na-ion batteries. Advanced Energy Materials, 8(11): 1702716
CrossRef Google scholar
[27]
Hiraiwa C, Tawarayama H, Ota H, Higashino T, Okuno K, Majima M (2017). Long-term stability of Ni–Sn porous metals for cathode current collector in solid oxide fuel cells. International Journal of Hydrogen Energy, 42(17): 12567–12573
CrossRef Google scholar
[28]
Höök M, Li J, Oba N, Snowden S (2011). Descriptive and predictive growth curves in energy system analysis. Natural Resources Research, 20(2): 103–116
CrossRef Google scholar
[29]
Höök M, Zittel W, Schindler J, Aleklett K (2010). Global coal production outlooks based on a logistic model. Fuel, 89(11): 3546–3558
CrossRef Google scholar
[30]
Hu L, Song X F, Zhang S L, Zeng H B, Zhang X J, Marks R, Shan D (2018). MoS2 nanoparticles coupled to SnS2 nanosheets: The structural and electronic modulation for synergetic electrocatalytic hydrogen evolution. Journal of Catalysis, 366: 8–15
CrossRef Google scholar
[31]
Hughes J, Cain L P (2010). American Economic History (8th edition). USA: Pearson Series in Economics) New York: McGraw-Hill
[32]
International Tin Association (2017). Tin in lead-acid batteries: Impact on future tin use, https://www.internationaltin.org/it-reports/
[33]
International Trade Centre.Firms and Trade Support Institutions
[34]
Izard C F, Müller D B (2010). Tracking the devil’s metal: Historical global and contemporary U.S. tin cycles. Resources, Conservation and Recycling, 54(12): 1436–1441
CrossRef Google scholar
[35]
Ju H, Park D, Kim J (2018). Fabrication of polyaniline-coated SnSeS nanosheet/polyvinylidene difluoride composites by a solution-based process and optimization for flexible thermoelectrics. ACS Applied Materials & Interfaces, 10(14): 11920–11925
CrossRef Google scholar
[36]
Kahhat R, Williams E (2012). Materials flow analysis of e-waste: Domestic flows and exports of used computers from the United States. Resources, Conservation and Recycling, 67: 67–74
CrossRef Google scholar
[37]
Kamal M, El-Bediwi A, Lashin A R, El-Zarka A H (2011). Copper effects in mechanical properties of rapidly solidified Sn–Pb–Sb Babbitt bearing alloys. Materials Science and Engineering A, 530: 327–332
CrossRef Google scholar
[38]
Kamilli R J, Kimball B E, Carlin J F Jr (2017). Tin, Chapter. S of Schulz, K.J., DeYoung, J.H., Jr., Seal, R.R., II, and Bradley, D.C., eds. Critical Mineral Resources of the United States—Economic and Environmental Geology and Prospects for Future Supply: U.S. Geological Survey Professional Paper 1802, p. S1–S53, https://doi.org/10.3133/pp1802S
[39]
Kreder K J III, Heligman B T, Manthiram A (2017). Interdigitated eutectic alloy foil anodes for rechargeable batteries. ACS Energy Letters, 2(10): 2422–2423
CrossRef Google scholar
[40]
Lin R, Xiao K, Qin Z, Han Q, Zhang C, Wei M, Saidaminov M I, Gao Y, Xu J, Xiao M, Li A, Zhu J, Sargent E H, Tan H (2019). Monolithic all-perovskite tandem solar cells with 24.8% efficiency exploiting comproportionation to suppress Sn(ii) oxidation in precursor ink. Nature Energy, 4(10): 864–873
CrossRef Google scholar
[41]
Liu J F, Wang S T, Kravchyk K, Ibanez M, Krumeich F, Widmer R, Nasiou D, Meyns M, Llorca J, Arbiol J, Kovalenko M V, Cabot A (2018a). SnP nanocrystals as anode materials for Na-ion batteries. Journal of Materials Chemistry. A, Materials for Energy and Sustainability, 6(23): 10958–10966
CrossRef Google scholar
[42]
Liu S H, Sun N K, Liu M, Sucharitakul S, Gao X P A (2018b). Nanostructured SnSe: Synthesis, doping, and thermoelectric properties. Journal of Applied Physics, 123(11): 115109
CrossRef Google scholar
[43]
Lucchetta M C, Saporiti F, Audebert F (2019). Improvement of surface properties of an Al–Sn–Cu plain bearing alloy produced by rapid solidification. Journal of Alloys and Compounds, 805: 709–717
CrossRef Google scholar
[44]
Maheskumar V, Gnanaprakasam P, Selvaraju T, Vidhya B (2018). Investigation on the electrocatalytic activity of hierarchical flower like architectured Cu3SnS4 for hydrogen evolution reaction. Journal of Electroanalytical Chemistry (Lausanne, Switzerland), 826: 38–45
CrossRef Google scholar
[45]
Mcgroarty D, Wirtz S (2012). Reviewing risk: Critical minerals and national security. American Resources Policy Network, 34
[46]
Memary R, Giurco D, Mudd G, Mason L (2012). Life cycle assessment: A time-series analysis of copper. Journal of Cleaner Production, 33(Supplement C): 97–108
CrossRef Google scholar
[47]
Mohr S, Höök M, Mudd G, Evans G (2011). Projection of long-term paths for Australian coal production—Comparisons of four models. International Journal of Coal Geology, 86(4): 329–341
CrossRef Google scholar
[48]
Namias J (2013). The Future of Electronic Waste Recycling in the United States: Obstacles and Domestic Solutions. New York: Columbia University
[49]
National Bureau of Statistics.Beijing
[50]
Nguyen D T, Song S W (2017). Magnesium stannide as a high-capacity anode for magnesium-ion batteries. Journal of Power Sources, 368: 11–17
CrossRef Google scholar
[51]
Noel N K, Stranks S D, Abate A, Wehrenfennig C, Guarnera S, Haghighirad A A, Sadhanala A, Eperon G E, Pathak S K, Johnston M B, Petrozza A, Herz L M, Snaith H J (2014). Lead-free organic-inorganic tin halide perovskites for photovoltaic applications. Energy & Environmental Science, 7(9): 3061–3068
CrossRef Google scholar
[52]
Nuss P, Chen W Q, Ohno H, Graedel T E (2016). Structural investigation of aluminum in the US economy using network analysis. Environmental Science & Technology, 50(7): 4091–4101
CrossRef Google scholar
[53]
Ohno H, Nuss P, Chen W Q, Graedel T E (2016). Deriving the metal and alloy networks of modern technology. Environmental Science & Technology, 50(7): 4082–4090
CrossRef Google scholar
[54]
Powell J T, Chertow M R (2019). Quantity, components, and value of waste materials landfilled in the United States. Journal of Industrial Ecology, 23(2): 466–479
CrossRef Google scholar
[55]
Qin J, Wang T, Liu D, Liu E, Zhao N, Shi C, He F, Ma L, He C (2018). A top-down strategy toward SnSb in-plane nanoconfined 3D N-doped porous graphene composite microspheres for high performance Na-ion battery anode. Advanced Materials, 30(9): 1704670
CrossRef Google scholar
[56]
Qu H, Lu X, Skorobogatiy M (2018). All-solid flexible fiber-shaped lithium ion batteries. Journal of the Electrochemical Society, 165(3): A688–A695
CrossRef Google scholar
[57]
Raabe D, Tasan C C, Olivetti E A (2019). Strategies for improving the sustainability of structural metals. Nature, 575(7781): 64–74
CrossRef Google scholar
[58]
Ranjan Sahu S, Rao Rikka V, Haridoss P, Gopalan R, Prakash R (2019). Superior cycling and rate performance of micron-sized Tin using aqueous-based binder as a sustainable anode for lithium-ion batteries. Energy Technology (Weinheim), 7(11): 1900849
CrossRef Google scholar
[59]
Reck B K, Graedel T E (2012). Challenges in metal recycling. Science, 337(6095): 690–695
CrossRef Google scholar
[60]
Rustad J R (2012). Peak nothing: Recent trends in mineral resource production. Environmental Science & Technology, 46(3): 1903–1906
CrossRef Google scholar
[61]
Schreier M, Héroguel F, Steier L, Ahmad S, Luterbacher J S, Mayer M T, Luo J, Grätzel M (2017). Solar conversion of CO2 to CO using Earth-abundant electrocatalysts prepared by atomic layer modification of CuO. Nature Energy, 2(7): 17087
CrossRef Google scholar
[62]
Sovacool B K, Ali S H, Bazilian M, Radley B, Nemery B, Okatz J, Mulvaney D (2020). Sustainable minerals and metals for a low-carbon future. Science, 367(6473): 30–33
CrossRef Google scholar
[63]
Tu Z Y, Choudhury S, Zachman M J, Wei S Y, Zhang K H, Kourkoutis L F, Archer L A (2018). Fast ion transport at solid-solid interfaces in hybrid battery anodes. Nature Energy, 3(4): 310–316
CrossRef Google scholar
[64]
USGS (2017). Tin Statistics and Information. https://www.usgs.gov/centers/nmic/tin-statistics-and-information (accessed September 25, 2017)
[65]
Vikström H, Davidsson S, Höök M (2013). Lithium availability and future production outlooks. Applied Energy, 110(Supplement C): 252–266
CrossRef Google scholar
[66]
Walan P, Davidsson S, Johansson S, Höök M (2014). Phosphate rock production and depletion: Regional disaggregated modeling and global implications. Resources, Conservation and Recycling, 93(Supplement C): 178–187
CrossRef Google scholar
[67]
Wang M X, Chen W, Li X (2015). Substance flow analysis of copper in production stage in the US from 1974 to 2012. Resources, Conservation and Recycling, 105: 36–48
CrossRef Google scholar
[68]
Wang M X, Liang Y N, Yuan M, Cui X D, Yang Y Q, Li X (2018a). Dynamic analysis of copper consumption, in-use stocks and scrap generation in different sectors in the US 1900–2016. Resources, Conservation and Recycling, 139: 140–149
CrossRef Google scholar
[69]
Wang X, Ruan Y, Feng S, Chen S, Su K (2018b). Ag clusters anchored conducting polyaniline As highly efficient cocatalyst for Cu2ZnSnS4 nanocrystals toward enhanced photocatalytic hydrogen generation. ACS Sustainable Chemistry & Engineering, 6(9): 11424–11432
CrossRef Google scholar
[70]
WB (2020). Global Economic Prospects: Slow Growth, Policy Challenges (January 2020). Washington, DC: World Bank
[71]
Wu H, Lu X, Wang G, Peng K, Chi H, Zhang B, Chen Y, Li C, Yan Y, Guo L, Uher C, Zhou X, Han X (2018). Sodium-doped Tin sulfide single crystal: A nontoxic Earth-abundant material with high thermoelectric performance. Advanced Energy Materials, 8(20): 1800087
CrossRef Google scholar
[72]
Yang C R, Tan Q Y, Liu L L, Dong Q Y, Li J H (2017). Recycling Tin from electronic waste: A problem that needs more attention. ACS Sustainable Chemistry & Engineering, 5(11): 9586–9598
CrossRef Google scholar
[73]
Yang C R, Tan Q Y, Zeng X L, Zhang Y P, Wang Z S, Li J H (2018). Measuring the sustainability of tin in China. Science of the Total Environment, 635: 1351–1359
CrossRef Google scholar
[74]
Yu Z, Shang S L, Gao Y, Wang D, Li X, Liu Z K, Wang D (2018). A quaternary sodium superionic conductor—Na10.8Sn1.9PS11.8. Nano Energy, 47: 325–330
CrossRef Google scholar
[75]
Zeng X, Ali S H, Tian J, Li J (2020). Mapping anthropogenic mineral generation in China and its implications for a circular economy. Nature Communications, 11(1): 1544
CrossRef Google scholar
[76]
Zhang Y, Zhang X L, Bond A M, Zhang J (2018). Identification of a new substrate effect that enhances the electrocatalytic activity of dendritic tin in CO2 reduction. Physical Chemistry Chemical Physics, 20(8): 5936–5941
CrossRef Google scholar
[77]
Zheng X, Wang R, Wood R, Wang C, Hertwich E G (2018). High sensitivity of metal footprint to national GDP in part explained by capital formation. Nature Geoscience, 11(4): 269–273
CrossRef Google scholar
[78]
Zhu Y X, Syndergaard K, Cooper D R (2019). Mapping the annual flow of steel in the United States. Environmental Science & Technology, 53(19): 11260–11268
CrossRef Google scholar

Acknowledgements

This research was funded by the National Key R&D Program of China (Grant No. 2018YFC1902505), Key Laboratory of Hunan Province for Clean and Efficient Utilization of Strategic Calcium-containing Mineral Resources (No. 2018TP1002), and the Co-Innovation Center for Clean and Efficient Utilization of Strategic Metal Mineral Resources.

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