Impacts of centralized photovoltaic power stations on ecosystem components and greenhouse gas emissions: A review
Driven by the goal of mitigating global warming, centralized photovoltaic power stations are developing rapidly. While considering their power generation efficiency, a systematic assessment of their comprehensive impact on the ecosystem is necessary. In this review, the impact and driving factors of photovoltaic power stations on ecosystem composition and greenhouse gas (GHG) emissions are summarized, as well as the planning and management of photovoltaic power stations. Due to the varying construction scale, construction methods, and geographical locations of photovoltaic power stations, these power stations show different temporal and spatial changes in impacts on local meteorological conditions, soil characteristics, and biological communities, further affecting soil GHG emissions indirectly, leading to an overestimation of carbon emission reduction capacity of photovoltaic power stations. Solar radiation and precipitation distribution are the main factors driving the changes in microclimate, soil properties, biological communities, and GHG emissions. Optimizing the construction mode of photovoltaic power stations not only enhances power generation efficiency but also alters their environmental impact. However, there is still a lack of impact paths and mechanisms of centralized photovoltaic power stations on the abiotic environment and biological communities, the ecological energy comprehensive assessment system, and the ecological and energy efficiency prediction for different photovoltaic power station construction modes. Efforts in these directions will promote the development of eco-friendly photovoltaic systems.

- Song S, Zhao S, Zhang Y, Ma YX. Carbon emissions from agricultural inputs in China over the past three decades. Agriculture. 2023;13(5):919. doi: 10.3390/agriculture13050919
- Ding S, Zhao J, Zhang M, Yang S, Zhang HW. Measuring the environmental protection efficiency and productivity of the 49 largest iron and steel enterprises in China. Environ Dev Sustain. 2022;24(1):454-472. doi: 10.1007/s10668-021-01448-3
- Hansen J, Sato M. Regional climate change and national responsibilities. Environ Res Lett. 2016;11(3):034009. doi: 10.1088/1748-9326/11/3/034009
- People’s Daily Online. World Energy Blue Book: World Energy Development Report (2023). 2023. Available from: https://www.cpnn.com.cn/news/hy/202310/t20231015_1641640.html [Last accessed on 2026 Jan 2].
- People’s Daily. Strive to achieve carbon peak by 2030 and carbon neutrality by 2060 - win the hard battle of low- carbon transition. 2021. Available from: https://www.spic.com.cn/spicm/xwzx/gzxx/202104/t20210406_315001.html [Last accessed on 2026 Jan 2].
- He BH, Lu H, Zheng CX, Wang YL. Characteristics and cleaning methods of dust deposition on solar photovoltaic modules-A review. Energy. 2023;263:126083. doi: 10.1016/j.energy.2022.126083
- Guo D, Li JJ, Zhang S, et al. Cooperative operation strategy of electric vehicle and photovoltaic power station considering carbon reduction benefit under dynamic electricity price. Environ Sci Pollut Res. 2023;30(40):92922-92936. doi: 10.1007/s11356-023-28886-y
- Zheng JQ, Luo Y, Chang R, Gao XQ. An observational study on the microclimate and soil thermal regimes under solar photovoltaic arrays. Sol Energy. 2023;266:112159. doi: 10.1016/j.solener.2023.112159
- Fagnano M, Fiorentino N, Visconti D, et al. Effects of a Photovoltaic Plant on Microclimate and Crops’ Growth in a Mediterranean Area. Agronomy. 2024;14(3):466. doi: 10.3390/agronomy14030466
- Chang R, Shen YB, Luo Y, Wang B, Yang ZB, Guo P. Observed surface radiation and temperature impacts from the large-scale deployment of photovoltaics in the barren area of Gonghe, China. Renew Energy. 2018;118:131-137. doi: 10.1016/j.renene.2017.11.007
- Lewis NS, Nocera DG. Powering the planet: Chemical challenges in solar energy utilization. Proc Natl Acad Sci USA. 2007;104(50):20142. doi: 10.1073/pnas.0603395103
- Zhou LM, Tian YH, Roy SB, Thorncroft C, Bosart LF, Hu YL. Impacts of wind farms on land surface temperature. Nat Clim Change. 2012;2(7):539-543. doi: 10.1038/NCLIMATE1505
- Li B, Lei C, Zhang WP, Olawoore VS, Shuai Y. Numerical model study on influences of photovoltaic plants on local microclimate. Renew Energy. 2024;221:119551. doi: 10.1016/j.renene.2023.119551
- Hurduc A, Ermida SL, Brito MC, Göttsche FM, DaCamara C. Impact of a small-scale solar park on temperature and vegetation parameters obtained from Landsat 8. Renew Energy. 2024;221:119827. doi: 10.1016/j.renene.2023.119827
- Xu ZJ, Li Y, Qin YZ, Bach E. A global assessment of the effects of solar farms on albedo, vegetation, and land surface temperature using remote sensing. Sol Energy. 2024;268:112198. doi: 10.1016/j.solener.2023.112198
- Li Y, Kalnay E, Motesharrei S, et al. Climate model shows large-scale wind and solar farms in the Sahara increase rain and vegetation. Science. 2018;361(6406):1019-1022. doi: 10.1126/science.aar5629
- Chang R, Yan YP, Wu J, Wang Y, Gao XQ. Projected PV plants in China’s Gobi Deserts would result in lower evaporation and wind. Sol Energy. 2023;256:140-150. doi: 10.1016/j.solener.2023.04.003
- Armstrong A, Waldron S, Whitaker J, Ostle NJ. Wind farm and solar park effects on plant-soil carbon cycling: uncertain impacts of changes in ground-level microclimate. Glob Change Biol. 2014;20(6):1699-1706. doi: 10.1111/gcb.12437
- Chang R, Yan Y, Luo Y, et al. A coupled WRF-PV mesoscale model simulating the near-surface climate of utility-scale photovoltaic plants. Sol Energy. 2022;245:278-289. doi: 10.1016/j.solener.2022.09.023
- Yuan B, Wu W, Yue SJ, Zuo PH, Yang RT, Zhou XD. Community structure, distribution pattern, and influencing factors of soil Archaea in the construction area of a large-scale photovoltaic power station. Int Microbiol. 2022;25(3):571- 586. doi: 10.1007/s10123-022-00244-x
- Luo LH, Zhuang YL, Liu H, et al. Environmental impacts of photovoltaic power plants in northwest China. Sustain Energy Technol Assess. 2023;56:103120. doi: 10.1016/j.seta.2023.103120
- Wu CD, Liu H, Yu Y, et al. Ecohydrological effects of photovoltaic solar farms on soil microclimates and moisture regimes in arid Northwest China: A modeling study. Sci Total Environ. 2022;802:149946. doi: 10.1016/j.scitotenv.2021.149946
- Hua YP, Chai J, Chen L, Liu PH. The Influences of the Desert Photovoltaic Power Station on Local Climate and Environment: A Case Study in Dunhuang Photovoltaic Industrial Park, Dunhuang City, China in 2019. Atmosphere. 2022;13(8):1235. doi: 10.3390/atmos13081235
- Yue SJ, Wu W, Zhou XD, Ren L, Wang JW. The Influence of Photovoltaic Panels on Soil Temperature in the Gonghe Desert Area. Environ Eng Sci. 2021;38(9):910-920. doi: 10.1089/ees.2021.0014
- Moscatelli MC, Marabottini R, Massaccesi L, Marinari S. Soil properties changes after seven years of ground mounted photovoltaic panels in Central Italy coastal area. Geoderma Reg. 2022;29:e00500. doi: 10.1016/j.geodrs.2022.e00500
- Choi CS, Macknick J, Li YD, Bloom D, McCall J, Ravi S. Environmental co-benefits of maintaining native vegetation with solar photovoltaic infrastructure. Earths Future. 2023;11(6):e2023EF003542. doi: 10.1029/2023EF003542
- Zhang Y, Tian ZQ, Liu BL, Chen SY, Wu JH. Effects of photovoltaic power station construction on terrestrial ecosystems: A meta-analysis. Front Ecol Evol. 2023;11:1151182. doi: 10.3389/fevo.2023.1151182
- Dvořáčková H, Dvořáček J, Vlček V, Růžička D. Are the soils degraded by the photovoltaic power plant? Cogent Food Agric. 2024;10(1):2294542. doi: 10.1080/23311932.2023.2294542
- Shang W, Zhang ZP, Fu GQ, Wang Q, Li YQ, Chang L. Spatial heterogeneity of vegetation communities and soil properties in a desert solar photovoltaic power station of the Hexi Corridor, Northwestern China. Pol J Environ Stud. 2023;32(3):2795-2807. doi: 10.15244/pjoes/160205
- Zhang B, Zhang RH, Li Y, Wang SW, Zhang MH, Xing F. Deploying photovoltaic arrays in degraded grasslands is a promising win-win strategy for promoting grassland restoration and resolving land use conflicts. J Environ Manage. 2024;349:119495. doi: 10.1016/j.jenvman.2023.119495
- Serrano D, Margalida A, Pérez-García JM, et al. Renewables in Spain threaten biodiversity. Science. 2020;370(6522):1282- 1283. doi: 10.1126/science.abf6509
- Maia ASC, Culhari ED, Fonsêca VDC, Milan HFM, Gebremedhin KG. Photovoltaic panels as shading resources for livestock. J Clean Prod. 2020;258:120551. doi: 10.1016/j.jclepro.2020.120551
- Song XR, Liu TT, Wang GY, Zhang Y, Li CL, Willem FD. Floating photovoltaic systems homogenize the waterbird communities across subsidence wetlands in the North China Plain. J Environ Manage. 2024;349:119417. doi: 10.1016/j.jenvman.2023.119417
- Zhao WJ, Zhao J, Liu MY, Gao Y, Li WL, Duan HW. Vegetation Restoration Increases Soil Carbon Storage in Land Disturbed by a Photovoltaic Power Station in Semi- Arid Regions of Northern China. Agronomy. 2024;14(1):9. doi: 10.3390/agronomy14010009
- Choi CS, Macknick J, McCall J, Bertel R, Ravi S. Multi-year analysis of physical interactions between solar PV arrays and underlying soil-plant complex in vegetated utility-scale systems. Appl Energy. 2024;365:123227. doi: 10.1016/j.apenergy.2024.123227
- Liu Y, Zhang RQ, Huang Z, et al. Solar photovoltaic panels significantly promote vegetation recovery by modifying the soil surface microhabitats in an arid sandy ecosystem. Land Degrad Dev. 2019;30(18):2177-2186. doi: 10.1002/ldr.3408
- Xia ZL, Li YJ, Zhang W, et al. Solar photovoltaic program helps turn deserts green in China: Evidence from satellite monitoring. J Environ Manage. 2022;324:116338. doi: 10.1016/j.jenvman.2022.116338
- Liu ZY, Peng T, Ma SL, et al. Potential benefits and risks of solar photovoltaic power plants on arid and semi-arid ecosystems: an assessment of soil microbial and plant communities. Front Microbiol. 2023;14:1190650. doi: 10.3389/fmicb.2023.1190650
- Chen XX, Chen BJ, Wang YD, Zhou N, Zhou ZB. Response of Vegetation and Soil Property Changes by Photovoltaic Established Stations Based on a Comprehensive Meta- Analysis. Land. 2024;13(4):478. doi: 10.3390/land13040478
- Vervloesem J, Marcheggiani E, Choudhury MAM, Muys B. Effects of Photovoltaic Solar Farms on Microclimate and Vegetation Diversity. Sustainability. 2022;14(12):7493. doi: 10.3390/su14127493
- Luo ZX, Luo JF, Wu SN, Luo XL, Siu X. Soil bacterial community in a photovoltaic system adopted different survival strategies to cope with small-scale light stress under different vegetation restoration modes. Front Microbiol. 2024;15:1365234. doi: 10.3389/fmicb.2024.1365234
- Wu SJ, Li Y, Wang PH, Zhong L, Qiu LQ, Chen JM. Shifts of microbial community structure in soils of a photovoltaic plant observed using tag-encoded pyrosequencing of 16S rRNA. Appl Microbiol Biotechnol. 2016;100(8):3735-3745. doi: 10.1007/s00253-015-7219-4
- Moura JB, Delforno TP, do Prado PF, Duarte IC. Extremophilic taxa predominate in a microbial community of photovoltaic panels in a tropical region. FEMS Microbiol Lett. 2021;368(16):fnab105. doi: 10.1093/femsle/fnab105
- Shirakawa MA, Zilles R, Mocelin A, et al. Microbial colonization affects the efficiency of photovoltaic panels in a tropical environment. J Environ Manage. 2015;157:160-167. doi: 10.1016/j.jenvman.2015.03.050
- Guo XP, Lin K, Huang H, Lin Y. Carbon footprint of the photovoltaic power supply chain in China. J Clean Prod. 2019;233:626-633. doi: 10.1016/j.jclepro.2019.06.102
- Yue D, You F, Darling SB. Domestic and overseas manufacturing scenarios of silicon-based photovoltaics: Life cycle energy and environmental comparative analysis. Sol Energy. 2014;105:669-678. doi: 10.1016/j.solener.2014.06.001
- Lambert Q, Bischoff A, Cueff S, Cluchier A, Gros R. Effects of solar park construction and solar panels on soil quality, microclimate, CO2 effluxes, and vegetation under a Mediterranean climate. Land Degrad Dev. 2021;32(18):5190- 5202. doi: 10.1002/ldr.4101
- Ma Z, Shrestha BM, Bork EW, et al. Soil greenhouse gas emissions and grazing management in northern temperate grasslands. Sci Total Environ. 2021;796:148975. doi: 10.1016/j.scitotenv.2021.148975
- Zhang B, Zhang RH, Li Y, Wang SW, Xing F. Ignoring the Effects of Photovoltaic Array Deployment on Greenhouse Gas Emissions May Lead to Overestimation of the Contribution of Photovoltaic Power Generation to Greenhouse Gas Reduction. Environ Sci Technol. 2023;57(10):4241-4252. doi: 10.1021/acs.est.3c00479
- Jin HM, Wang SC, Yan PC, Qiao L, Sun LH, Zhang L. Spatial and temporal characteristics of surface solar radiation in China and its influencing factors. Front Environ Sci. 2022;10:916748. doi: 10.3389/fenvs.2022.916748
- Millstein D, Menon S. Regional climate consequences of large- scale cool roof and photovoltaic array deployment. Environ Res Lett. 2011;6(3):034001. doi: 10.1088/1748-9326/6/3/034001
- Ibraheem Y, Farr ERP, Piroozfar PAE. Embedding Passive Intelligence into Building Envelopes: A Review of the State-of-the-art in Integrated Photovoltaic Shading Devices. Energy Procedia. 2017;111:964-973. doi: 10.1016/j.egypro.2017.03.259
- Hassanpour Adeh E, Selker JS, Higgins CW. Remarkable agrivoltaic influence on soil moisture, micrometeorology and water-use efficiency. PLoS One. 2018;13(11):e0203256. doi: 10.1371/journal.pone.0203256
- Xia ZL, Li YJ, Guo SC, et al. Satellites Reveal Spatial Heterogeneity in Dryland Photovoltaic Plants’ Effects on Vegetation Dynamics. Earths Future. 2024;12(6):e2024EF004427. doi: 10.1029/2024EF004427
- Zhang SQ, Gong JR, Zhang WY, et al. Photovoltaic systems promote grassland restoration by coordinating water and nutrient uptake, transport and utilization. J Clean Prod. 2024;447:141437. doi: 10.1016/j.jclepro.2024.141437
- Xia ZL, Li YJ, Zhang W, et al. Quantitatively distinguishing the impact of solar photovoltaics programs on vegetation in dryland using satellite imagery. Land Degrad Dev. 2023;34(14):4373-4385. doi: 10.1002/ldr.4783
- Mian SH, Moiduddin K, Alkhalefah H, Abidi MH, Ahmed F, Hashmi FH. Mechanisms for Choosing PV Locations That Allow for the Most Sustainable Usage of Solar Energy. Sustainability. 2023;15(4):3284. doi: 10.3390/su15043284
- Ludwig J, Meixner FX, Vogel B, Förstner J. Soil-air exchange of nitric oxide: an overview of processes, environmental factors, and modeling Biogeochemistry. 2001;52(3):225-257. doi: 10.1023/A:1006424330555
- Gao B, Ju XT, Su F, et al. Nitrous oxide and methane emissions from optimized and alternative cereal cropping systems on the North China Plain: A two-year field study. Sci Total Environ. 2014;472:112-124. doi: 10.1016/j.scitotenv.2013.11.003
- Fiedler S, Höll BS, Jungkunst HF. Methane Budget of a Black Forest Spruce Ecosystem Considering Soil Pattern. Biogeochemistry. 2005;76(1):1-20. doi: 10.1007/s10533-005-5551-y
- Gu JX, Nicoullaud B, Rochette P, et al. A regional experiment suggests that soil texture is a major control of N2O emissions from tile-drained winter wheat fields during the fertilization period. Soil Biol Biochem. 2013;60:134-141. doi: 10.1016/j.soilbio.2013.01.029
- Dilustro JJ, Collins B, Duncan L, Crawford C. Moisture and soil texture effects on soil CO2 efflux components in southeastern mixed pine forests. For Ecol Manage. 2005;204(1):87-97. doi: 10.1016/j.foreco.2004.09.001
- Sponseller RA. Precipitation pulses and soil CO2 flux in a Sonoran Desert ecosystem. Glob Change Biol. 2007;13(2):426-436. doi: 10.1111/j.1365-2486.2006.01307.x
- Borken W, Matzner E. Reappraisal of drying and wetting effects on C and N mineralization and fluxes in soils. Glob Change Biol. 2009;15(4):808-824. doi: 10.1111/j.1365-2486.2008.01681.x
- Schindlbacher A, Zechmeister-Boltenstern S, Butterbach- Bahl K. Effects of soil moisture and temperature on NO, NO2, and N2O emissions from European forest soils. J Geophys Res Atmos. 2004;109(D17):D17302. doi: 10.1029/2004JD004590
- Berglund Ö, Berglund K, Klemedtsson L. A lysimeter study on the effect of temperature on CO2 emission from cultivated peat soils. Geoderma. 2010;154(3-4):211-218. doi: 10.1016/j.geoderma.2008.09.007
- Dalal RC, Allen DE. TURNER REVIEW No. 18. Greenhouse gas fluxes from natural ecosystems. Aust J Bot. 2008;56(5):369-407. doi: 10.1071/BT07128
- Abdalla M, Jones M, Smith P, Williams M. Nitrous oxide fluxes and denitrification sensitivity to temperature in Irish pasture soils. Soil Use Manage. 2009;25(4):376-388. doi: 10.1111/j.1475-2743.2009.00237.x
- Yang F, Huang JP, Zhou CL, et al. Desert Abiotic Carbon Sequestration Weakening by Precipitation. Environ Sci Technol. 2023;57(18):7174-7184. doi: 10.1021/acs.est.2c09470
- Sagi N, Zaguri M, Hawlena D. Soil CO2 influx in drylands: A conceptual framework and empirical examination. Soil Biol Biochem. 2021;156:108209. doi: 10.1016/j.soilbio.2021.108209
- Shahariar S, Farrell R, Soolanayakanahally R, Bedard- Haughn A. Elevated salinity and water table drawdown significantly affect greenhouse gas emissions in soils from contrasting land-use practices in the prairie pothole region. Biogeochemistry. 2021;155(1):127-146. doi: 10.1007/s10533-021-00818-3
- Zhang Z, Furman A. Soil redox dynamics under dynamic hydrologic regimes - A review. Sci Total Environ. 2021;763:143026. doi: 10.1016/j.scitotenv.2020.143026
- Poffenbarger HJ, Needelman BA, Megonigal Salinity Influence on Methane Emissions from Tidal Marshes. Wetlands. 2011;31(5):831-842. doi: 10.1007/s13157-011-0197-0
- Zheng NG, Yu YX, Li YY, et al. Can aged biochar offset soil greenhouse gas emissions from crop residue amendments in saline and non-saline soils under laboratory conditions? Sci Total Environ. 2022;806:151256. doi: 10.1016/j.scitotenv.2021.151256
- Zhou M, Butterbach-Bahl K, Vereecken H, Brüggemann N. A meta-analysis of soil salinization effects on nitrogen pools, cycles and fluxes in coastal ecosystems. Glob Change Biol. 2017;23(3):1338-1352.m doi: 10.1111/gcb.13430
- Franklin RB, Morrissey EM, Morina JC. Changes in abundance and community structure of nitrate- reducing bacteria along a salinity gradient in tidal wetlands. Pedobiologia. 2017;60:21-26. doi: 10.1016/j.pedobi.2016.12.002
- Reddy N, Crohn DM. Effects of soil salinity and carbon availability from organic amendments on nitrous oxide emissions. Geoderma. 2014;235-236:363-371. doi: 10.1016/j.geoderma.2014.07.022
- Li YP, Zhou JC, Feng ZY, Skilodimou HD. Location of Mountain Photovoltaic Power Station Based on Fuzzy Analytic Hierarchy Process-Taking Longyang District, Baoshan City, Yunnan Province as an Example. Sustainability. 2023;15(24):16955. doi: 10.3390/su152416955
- Vokony I, Hartmann B, Talamon A, Papp RV. On Selecting Optimum Tilt Angle for Solar Photovoltaic Farms. Int J Renew Energy Res. 2018;8(4):1926-1935. doi: 10.20508/IJRER.V8I4.8285.G7501
- Moldovan M, Burduhos BG, Visa I. Efficiency Assessment of Five Types of Photovoltaic Modules Installed on a Fixed and on a Dual-Axis Solar-Tracked Platform. Energies. 2023;16(3):1229. doi: 10.3390/en16031229
- Barbón A, Bayón-Cueli C, Bayón L, Rodríguez-Suanzes C. Analysis of the tilt and azimuth angles of photovoltaic systems in non-ideal positions for urban applications. Appl Energy. 2022;305:117802. doi: 10.1016/j.apenergy.2021.117802
- Barbón A, Bayón-Cueli C, Bayón L, Carreira-Fontao V. A methodology for an optimal design of ground-mounted photovoltaic power plants. Appl Energy. 2022;314:118881. doi: 10.1016/j.apenergy.2022.118881
- Tian XY, Wang J, Ji J, Xia T. Comparative performance analysis of the flexible flat/curved PV modules with changing inclination angles. Energy Convers Manage. 2022;274:116472. doi: 10.1016/j.enconman.2022.116472
- Zhang W, Wong NH, Zhang Y, et al. Evaluation of the photovoltaic potential in built environment using spatial data captured by unmanned aerial vehicles. Energy Sci Eng. 2019;7(5):2011-2025. doi: 10.1002/ese3.408
- Suuronen A, Munoz-Escobar C, Lensu A, et al. The Influence of Solar Power Plants on Microclimatic Conditions and the Biotic Community in Chilean Desert Environments. Environ Manage. 2017;60(4):630-642. doi: 10.1007/s00267-017-0906-4
- Xiao JH, Yao ZY, Qu JJ, Sun JH. Research on an optimal site selection model for desert photovoltaic power plants based on analytic hierarchy process and geographic information system. J Renew Sustain Energy. 2013;5(2):023132. doi: 10.1063/1.4801451
- Khanjarpanah H, Seyedhosseini SM, Saidi-Mehrabad M. A novel data envelopment analysis for location of renewable energy site with respect to sustainability. J Environ Plan Manage. 2021;64(10):1838-1863. doi: 10.1080/09640568.2020.1844164
- Jamil U, Pearce JM. Regenerative agrivoltaics: integrating photovoltaics and regenerative agriculture for sustainable food and energy systems. Sustainability. 2025;17(11):4799. doi: 10.3390/su17114799
- Patel B, Gami B, Baria V, Patel A, Patel P. Co-Generation of solar electricity and agriculture produce by photovoltaic and photosynthesis—Dual Model by Abellon, India. J Sol Energy Eng. 2019;141(3):031014. doi: 10.1115/1.4041899
- Zheng YY, Chen A, Fu XQ, Li DL. Photovoltaics and agriculture nexus: exploring the influence of agrivoltaics on food production and electricity generation. IEEE J Photovolt. 2024;14(5):705-719. doi: 10.1109/JPHOTOV.2024.3421298
- Chai S, Kong F, Liu Y, Liang MY, Liu QF. Photovoltaic solar farms site selection through “Policy Constraints– Construction Suitability”: A case study of Qilian county, Qinghai. Land. 2024;13(9):1420. doi: 10.3390/land13091420
- Haj-Amor Z, Araya T, Kim DG, et al. Soil salinity and its associated effects on soil microorganisms, greenhouse gas emissions, crop yield, biodiversity and desertification: A review. Sci Total Environ. 2022;843:156946. doi: 10.1016/j.scitotenv.2022.156946
- Spreafico C. How can patent-based prospective life cycle assessment be used for eco-design? Res Eng Des. 2025;36:5. doi: 10.1007/s00163-025-00447-z
- Spreafico C, Thonemann N. Prospective life cycle assessment of proton exchange membrane fuel cell. Comparing data from patents and papers. Int J Hydrogen Energy. 2025;99:45- 52. doi: 10.1016/j.ijhydene.2024.12.211
