Comparative carbon footprint of product estimate study
Carbon Footprint of Product of Reinforcing Bars: Steel and Proxxima™ Resin Containing Glass Fiber Reinforced Polymer (GFRP) in Construction Applications
A comparative study of the carbon footprint of product (CFP) associated with production and application of reinforcing bars (rebar) was completed. This study compares Proxxima™ systems-based glass fiber reinforced polymer (Proxxima GFRP) rebar to conventional steel rebar to estimate the global warming potential (GWP). The system boundary is cradle-to-end-of-life. This study quantifies the GWP associated with the rebar used in making reinforcing structures for different applications. Concrete, energy used for rebar installation, and lifetime of the construction were considered to be constant between the cases and were excluded from the study. The study was conducted to be in accordance with the ISO 14067:2018 [1] CFP requirements and guidelines. Additionally, External Critical Review which followed ISO 14071:2024 [2] was completed by Sphera Solutions, Inc. to support comparative environmental footprint communications as defined in ISO 14026:2018 [3].
This study allows ExxonMobil and Proxxima™ systems part manufacturers, their customers, and stakeholders to understand the global warming potential (GWP) of Proxxima™ resin system through the rebar production process to Proxxima systems-based glass fiber reinforced polymer rebar, through installation into different construction applications, and to end-of-life versus the steel rebar alternative. It serves as an important illustrative example of the GWP of a Proxxima™ polymer-based composite part relative to steel.
Construction applications included in this comparative study are industrial pad, warehouse pad, and continuously reinforced concrete pavement (CRCP). Industrial pads and warehouse pads are used as foundations for installations of industrial equipment at manufacturing sites and warehouse storage equipment, respectively. The functional unit for this study is the rebar system required for 1 square meter of concrete pad laid and 1 mile of lane for CRCP constructed. Proxxima™ GFRP rebar was also compared to steel rebar at the rebar manufacturing gate on the basis of kg CO2e per 100 ft rebar. Sensitivity analyses were conducted to evaluate the CFP of different rebar sizing and spacing within the industrial concrete pad and different thickness of concrete for the CRCP application.
In the Proxxima GFRP rebar system, raw material inputs (boundary 1), bar manufacturing (boundary 2), product transportation to installation site, waste transportation, and disposal (boundary 3) were included in the system. At end-of-life, Proxxima GFRP rebar is assumed to be crushed with the concrete system and disposed of with the rest of the aggregate. It should be noted that Proxxima resin system is still in its launch phase within this application and no Proxxima GFRP rebar installations have reached end-of-life. More work is to be developed within this area to determine the best end-of-life scenario for Proxxima systems-based composites.
The steel rebar system starts with the manufacturing of steel rebar, including raw material inputs (boundary 2). The rest of the system includes rebar transportation to installation site, waste transportation, and disposal (boundary 3). For steel rebar, the steel is mechanically separated from the concrete matrix, collected, sorted, and then cleaned before it is utilized by a steel manufacturer. That which is not removed from the concrete matrix is typically sent to landfill.

- Equivalent areas of steel and Proxxima GFRP rebar provide the same function [4]. Both products were installed with the same concrete mixture and thickness. This study assumes direct replacement of same gauge rebar between cases for each application, except for the CRCP designs. For CRCP, as there is no installed application, the Proxxima GFRP rebar design case was based on recent published studies on GFRP rebar [5].
- Concrete and energy used for rebar installation were considered to be constant between the cases and were excluded from the study Same lifetime and maintenance is assumed for Proxxima GFRP and steel rebar systems. An older published study assumes that 1/3 to 1/2 less maintenance is required for GFRP rebar when compared to steel [6], thus this is considered a conservative assumption.
- EPA data [7] on construction waste and debris disposition and USGS data on mineral commodities [8] were applied to all studied cases as end-of-life disposition for recycle rate and landfill. Cut-off method was applied for end-of-life with an allocation sensitivity done at end-of-life using the substitution approach.
The cradle-to-rebar manufacturing gate (boundary 2) CFP estimate comparison of rebar produced from Proxxima GFRP vs. steel shows that the Proxxima GFRP rebar has a lower estimated global warming potential (GWP) than steel rebar, across the steel production scenarios assessed.

In the production of steel rebar, one of the highest CFP contributors is the production technology of steel sourced. Three of the most common production paths for steel are blast furnace-basic oxygen furnace (BF-BOF), direct reduced iron-electric arc furnace (DRI-EAF), and scrap-based electric arc furnace (EAF). As shown in Figure 1, Proxxima GFRP rebar’s cradle-to-gate CFP estimate is about 70% lower than steel rebar (based on a global mix of production routes) regardless of rebar size. Proxxima GFRP rebar has an estimated cradle-to-gate CFP estimate that is about 40% lower than steel rebar using steel derived from scrap-EAF production. Proxxima GFRP rebar has an estimated cradle-to-gate CFP estimate that is about 80% lower than steel rebar using steel derived from BF-BOF production.
It should be noted that the majority of operating global steel production [9] and roughly 40% of additional steelmaking capacity that has been announced or is in construction [10] is through the BF-BOF process. One potential pathway to lessen the future GWP impact of steel rebar, is to instead consider an alternative material, such as a Proxxima GFRP rebar, that has a potentially lower GWP.
Cradle-to-end-of-life (boundary 3) CFP estimates were also conducted for rebar installed into specific construction applications. These comparative estimates show a similar result to the cradle-to-gate estimate of rebar above due to cradle-to-gate rebar production being by far the biggest contributor to the CFP build-up. Across all base case comparisons Proxxima GFRP rebar has a CFP estimate 62%-63% lower than steel rebar shown in Table 1.


As shown in the CFP estimate for rebar in the industrial pad application (Figure 3), installed Proxxima GFRP rebar has a comparable CFP to installed steel rebar even if utilizing larger rebar size and tighter spacing (compare Proxxima GFRP #4 at 200mm to steel #3 at 300)

In another application studied, the comparative cradle-to-end-of-life CFP estimate for installed rebar in continuously reinforced concrete pavement (CRCP) is shown in Figure 4. Once again, installed Proxxima GFRP rebar has an estimated CFP that is ~60% lower than installed steel rebar across the pavement thickness sensitivities studied.
These results can support comparative footprint statements per ISO 14026:2018 [3], with great care on the implications of assumptions on the functional unit, system boundary definition, allocation approach, data source, and other factors in the comparison. Sensitivity analyses to end-of-life allocation methods secondary data sources, and installation design did not result in changes to the directional comparative estimates.
Standard: ISO 14067:2018 [1]
Goal & Scope: Evaluate and compare the CFP of Proxxima GFRP rebar vs. steel rebar in selected construction applications.
Functional Unit(s): The rebar system required for 1 square meter of concrete pad laid and 1 mile of lane for CRCP constructed.
System Boundary: The system boundary was cradle-to-end-of-life for the rebar system used and included:- Raw material extraction/acquisition
- Rebar manufacturing
- Rebar installation
- End-of-Life Disposition
Life Cycle Inventory (LCI) Data Sources
Primary data on Proxxima GFRP rebar, Proxxima GFRP rebar installation designs, and steel rebar installation designs were based on value chain collaborator’s data and expert modelling. Cradle-to-manufacturing gate inventories for steel rebar are taken from Sphera MLC 2024.2 [11]
- Foreground data in production did not have allocation as there were no co-products
- End-of-life allocation followed the cut-off method
- Allocation of Proxxima resin system was mass allocated according to 2023 ExxonMobil LCA study [12]
- Allocation of other background data (energy and materials) from MLC (2024) [13]
Geographic and Time Coverage
Proxxima™ GFRP rebar manufacturing, warehouse concrete pad construction, and CRCP construction was based in US. The construction of the industrial pad was based in China. Secondary data of steel rebar was a global average to keep consistency between the applications.
Cut-Off Criteria
Material inputs that are less than 1 wt% of material inputs, but not exceeding 5% of CFP estimate were excluded. Concrete is an exception, but was still cut off due to experts determining that the amount would remain similar regardless of the rebar installation.
Life Cycle Impact Assessment (LCIA) Method
IPCC AR6 GWP100, incl. biogenic CO2. Biogenic greenhouse gas emissions and removals were included in the calculations, but are not deemed significant and therefore are not documented separately in this summary.
Software: LCA for Experts and Microsoft Excel
Third Party Review: Reviewed by an independent third-party critical review expert and confirmed to be conducted according to and in compliance with ISO 14067:2018 [1].
Final Comment: This study focuses on a part of concrete structures and utilizes a variety of primary and secondary datasets. For a more complete study, other manufacturers of Proxxima GFRP rebar could be assessed, as well as more primary data collected surrounding lifecycle phases after rebar production, specifically in the installation and use phase of the construction structure, and end-of-life dispositions for Proxxima GFRP rebar. As such, the following recommendations are to be made for future assessments:
- More detailed primary data for installation of the bars, use, and disposal methods
- Assessment of another manufacturer of Proxxima GFRP rebar
- Consider an expanded study that includes the impact of concrete under different application scenarios to understand the contribution of rebar as a part of the entire installation
- Develop further understanding on Proxxima GFRP rebar end-of-life scenarios
Bibliography:
[1] "ISO 14067:2018 Greenhouse gases - Carbon footprint of products - Requirements and guidelines for quantification".
[2] "ISO 14071:2024 Environmental management - Life cycle assessment - Critical review processes and reviewer competencies: Additional requirements and guidelines to ISO 14044:2006".
[3] "ISO 14026:2017: Environmental labels and declarations - Principles, requirements and guidelines for communication of footprint information," 2017.
[4] GatorBar, "GatorBar Resources," 2025. [Online]. Available: https://gatorbar.com/resources#letters. [Accessed 10 February 2025].
[5] B. Benmokrane, A. S. Bakouregui, H. M. Mohamed, D. Thébeau and O. I. Abdelkarim, "Design, Construction, and Performance of Continuously Reinforced Concrete Pavement Reinforced with GFRP Bars: Case Study," Journal of Composites for Construction, vol. 24, no. 5, 2020.
[6] "Environmental Impact of Steel and Fiber-reinforced Polymer Pavements," ASCE, [Online]. Available: https://ascelibrary.org/doi/epdf/10.1061/%28ASCE%291090-0268%282004%298%3A6%28481%29.
[7] United States Environmental Protection Agency, "Construction and Demolition Debris: Material-Specific Data," 2020. [Online]. Available: https://www.epa.gov/facts-and-figures-about-materials-waste-and-recycling/construction-and-demolition-debris-material. [Accessed 10 February 2025].
[8] United States Geological Survey, "Mineral Commodity Summaries 2025," March 2025. [Online]. Available: https://pubs.usgs.gov/periodicals/mcs2025/mcs2025.pdf. [Accessed 27 March 2025].
[9] worldsteel Association, "worldsteel Short Range Outlook October 2024," 14 October 2024. [Online]. Available: https://worldsteel.org/media/press-releases/2024/worldsteel-short-range-outlook-october-2024/. [Accessed 13 June 2025].
[10] Global Energy Monitor, "Global Iron and Steel Tracker," March 2025. [Online]. Available: https://globalenergymonitor.org/projects/global-iron-and-steel-tracker/dashboard/. [Accessed 13 June 2025].
[11] Sphera Solutions, Inc. , "Process data set: Steel rebar; blast furnace route and electric arc furnace route; production mix, at plant; 1kg (en)," [Online]. Available: https://lcadatabase.sphera.com/2024/xml-data/processes/7f2946df-be83-4dad-a34f-1be5f9845121.xml. [Accessed 14 4 2025].
[12] Sphera Solutions, Inc. , "Comparative Carbon Footprint of Product - ExxonMobil’s Proxima™ Resin System to Alternative Resin Systems," 2023.
[13] Sphera Solutions, Inc. , [Online]. Available: https://lcadatabase.sphera.com. [Accessed 2025].
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