A Systematic Literature Review of Electric Arc Furnace and Ladle Furnace Slag for Pavement Applications
Abstract
1. Introduction
2. Systematic Reviews and Meta-Analyses Framework
2.1. Data Collection and Screening Process
2.2. Social Network Analysis, Initial Bibliometric Analysis, and In-Depth Content Analysis
3. Results and Discussion
3.1. Bibliometric Analysis
3.1.1. Year of Publication and Geographic Distribution
3.1.2. Number of Articles Published by Scientific Journals
3.1.3. Keywords Cluster Analysis
3.1.4. Co-Authorship Cluster Analysis
3.1.5. Type of Study and Pavement Layer Application
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- Literature Review: Includes all studies that performed a literature review without conducting experimental tests on the materials.
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- Slag Characterization: Consists of studies that analyzed the slag properties and improvements in the raw materials through laboratory experimental tests.
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- Mixture-Level Experimental Performance: Includes research focusing on the performance evaluation when slag is incorporated in different media, such as asphalt concrete, Portland cement concrete, or soil mixtures.
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- Environmental Analysis: Comprises studies that conducted life-cycle assessments (LCA) on different slag applications.
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- Modeling and Validation: Focus on modeling analyses or the validation of alternative testing methods.
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- Others: Include papers that conducted more than one type of analysis mentioned above.
3.1.6. Slag’s Physical–Chemical, Morphological, Mineralogical Characterization and Environmental Assessment
3.1.7. Slag Replacement Levels in the Reviewed Studies
3.2. In-Depth Content Analysis—Part 1: Slag Characteristics and Environmental Assessment
3.2.1. Chemical Characteristics
Effects of Chemical Composition on Swelling Potential and Treatment Alternatives
3.2.2. Mineralogical Composition
3.2.3. Physical and Mechanical Parameters
| Physical Property | Type of Slag | Result Range | Reference |
|---|---|---|---|
| Abrasion (%) | EAFS | 14.1–24.0 | [51,89,90,91] |
| LFS | 2.0–50.0 | [16,84,92,93] | |
| Specific gravity | EAFS | 3.2–3.9 | [45,51,90,91] |
| LFS | 2.2–3.4 | [45,84,92,93,94,95] | |
| Water absorption (%) | EAFS | 0.8–4.7 | [51,89,91] |
| LFS | 0.4–4.7 | [16,84,93] | |
| Soundness (%) | EAFS | 0.1 | [96] |
3.2.4. Environmental Assessment
| References | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Parameter | [89] | [108] | [84] | [109] | [110] | [111] | [112] | [113] | Unit |
| Aluminum (Al) | 0.015 | mg/L | |||||||
| Arsenic (As) | <5 | 0.06 | 0.0044 | <0.005 | <0.01 | mg/L | |||
| Barium (Ba) | 0.02 | 0.43 | mg/L | ||||||
| Beryllium (Be) | <1.0 | <0.0001 | mg/L | ||||||
| Cadmium (Cd) | <1.0 | ND | <0.01 | 0.365 | 0.0012 | 0.001 | <0.1 | <3 | mg/L |
| Chlorides (Cl) | 3 | 2.2 | 3 | mg/L | |||||
| Chromium (Cr) | 34.8 | 0.04 | 0.12 | 0.024 | 0.0058 | 0.009 | 0.0097 | 0.03 | mg/L |
| Copper (Cu) | <0.01 | 0.25 | 0.01 | 0.095 | 0.0012 | 0.082 | 0.012 | 0.01 | mg/L |
| Cyanide (Cn) | <10 | <0.2 | mg/L | ||||||
| Fluorides | 0.3 | 1 | mg/L | ||||||
| Lead (Pb) | <5.0 | 1.69 | <0.005 | 3.476 | 0.0117 | 0.008 | 0.022 | mg/L | |
| Manganese (Mn) | 0.207 | mg/L | |||||||
| Mercury (Hg) | <1.0 | <0.01 | 0.0005 | <0.0002 | 0.0009 | mg/L | |||
| Nitrates | 1.1 | 5.1 | mg/L | ||||||
| Selenium (Se) | 0.0089 | 0.005 | mg/L | ||||||
| Sulfate | 3.2 | 5 | 12 | mg/L | |||||
| Zinc (Zn) | <0.01 | <0.01 | 0.0001 | 0.168 | 0.03 | 0.07 | mg/L | ||
3.3. In-Depth Content Analysis—Part 2: Use of Slag for Pavement Applications
3.3.1. Effects of Slag in Asphalt Concrete (AC)
| Use | Percentage | General Results |
|---|---|---|
| Only coarse agg. | 15–100% | Strength/Stiffness: Increased ITS, Marshall stability, and resilient modulus. Higher stiffness at low frequencies and elevated temperatures [131,136,137,138,139,140,141,142,143,144,145]. |
| Rutting: Improved resistance in static/dynamic creep and Hamburg tests; up to 343% improvement reported [111,131,146,147,148,149]. | ||
| Fatigue: Generally improved resistance or comparable to NA mixtures [141,150,151,152,153]. | ||
| Moisture Resistance: Reduced water sensitivity and improved durability [133,140]. | ||
| Skid/Surface: Higher friction and polishing resistance; improved skid performance [131,147,154,155]. | ||
| Permeability/Abrasion (OGFC): Meets permeability requirements and lower abrasion loss [156,157,158]. | ||
| Adhesion: High aggregate–bitumen affinity related to roughness and mineralogy; enhanced by surface treatment [133,140,150]. | ||
| Aging/Thermal Sensitivity: Lower aging susceptibility and reduced thermal sensitivity [137,141,159]. | ||
| Coarse and fines agg. | 20–100% | Strength/Stiffness: Increased Marshall stability; improved resilient modulus and compressive resistance, increased stiffness [110,130,160,161,162,163,164]. |
| Rutting: Enhanced resistance to rutting and permanent deformation in both aged and unaged conditions; lower susceptibility to excessive deformation [51,110,117,132,165,166,167,168,169]. | ||
| Fatigue Performance: Some studies showed comparable to reference mixtures; others presented reduced fatigue due to increased stiffness [130,132,160,161,170,171]. | ||
| Moisture: Improved moisture damage resistance and higher TSR/ITSR values [51,129,172,173,174,175]. | ||
| Thermal Sensitivity: Increased temperature sensitivity with higher slag content; reduced low-temperature sensitivity in WMA with Sasobit [161,176]. | ||
| Only fine agg. | 30–100% | Rutting/Abrasion Resistance: Improved rutting and abrasion resistance, with reported gains up to 72.8% and 18.2%, respectively [90,177]. |
| Surface/Wear Properties: Enhanced roughness and wear resistance, with good shear strength [178]. | ||
| Adhesion/Heating: Improved adhesion, heating efficiency [179] and reduced bleeding [177]. | ||
| Filler | 50–100% | Rheological and Fatigue Performance: Improved fatigue resistance, dielectric response and energy-related properties, with higher Nf and yield energy in LAS and Binder Yield Energy tests [46,180,181,182,183]. |
| Rutting and Deformation Resistance: Superior rutting performance in mastics and mortars; improved microsurfacing resistance to abrasion, bleeding, and vertical displacement [184,185]. | ||
| Physical Properties: Improvement in rheological properties; reduction in heating energy; compaction, volumetric, and mechanical properties similar to or better than conventional fillers [46,186,187]. |
3.3.2. Effects of Slag in Portland Cement Concrete (PCC)
3.3.3. Effects of Slag in Pavement Base and Subbase Layers, and Subgrade Applications
4. Conclusions
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- Regarding the slag’s physical and mechanical characteristics, the studies show that both slags exhibit properties comparable to those of conventional natural aggregates, particularly in terms of abrasion resistance, hardness, and mechanical stability. These characteristics explain the predominant use of EAFS as an aggregate.
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- About slag chemical composition, high variability in elemental composition was observed. This variability affects the effectiveness of slag, particularly when used as a binding material, as well as its volumetric stability. As a result, the applicability of EAFS and LFS in pavement layers cannot be generalized, and project-specific characterization remains essential.
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- Regarding mineralogical composition, there is no consensus on the dominant mineral phases present in slags. Most studies lack a detailed characterization of free lime and magnesium oxides, which directly affect volumetric stability. Swelling represents a key limitation for unbound applications, whereas its impact is significantly reduced when the material is encapsulated in asphalt or cementitious matrices or employed as a chemical stabilizer.
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- From an environmental perspective, the reviewed studies generally report compliance with regulatory leaching limits when EAFS is evaluated as a standalone material. Nevertheless, leaching behavior is strongly affected by particle size distribution, pH conditions, aging, and the type of steel produced, underscoring the importance of considering both laboratory testing protocols and in-service exposure conditions. The wide range of leaching and swelling tests identified in the literature further reveals a lack of methodological standardization, which complicates direct comparison between studies and limits the transferability of results to field practice.
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- In terms of the main applications of EAFS and LFS in pavement systems, most studies have focused on AC. In these applications, EAFS is primarily used as an aggregate, while LFS has been investigated as either an aggregate or mineral filler. Overall, the results indicate enhanced skid and abrasion resistance and increased AC stiffness, leading to improved rutting resistance. Additional benefits include improved adhesion and moisture resistance. However, some studies have reported potential reductions in fatigue performance, highlighting the need for careful mix design and long-term evaluation. In PCC applications, the most significant mechanical improvements were observed when EAFS was used as a coarse aggregate. For base and subbase layers, both EAFS and LFS demonstrated good performance as mechanical stabilizers due to their favorable physical and mechanical properties. When used as chemical stabilizers, more pronounced improvements were observed in soils with lower plasticity.
Supplementary Materials
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Journal | Number of Publications | Citations | IF/QR (JCR 2025) |
|---|---|---|---|
| Construction and Building Materials | 41 | 1990 | 8.0/Q1 |
| Journal of Cleaner Production | 10 | 750 | 10.0/Q1 |
| Journal of Materials in Civil Engineering | 10 | 371 | 3.0/Q1 |
| Road Materials and Pavement Design | 8 | 158 | 3.0/Q1 |
| International Journal of Pavement Engineering | 7 | 122 | 3.3/Q1 |
| Applied Sciences (Switzerland) | 7 | 196 | 2.5/Q2 |
| Materials | 5 | 145 | 3.2/Q2 |
| Sustainability | 5 | 107 | 3.3/Q2 |
| Cluster | Author | Papers | Citations | Country | University |
|---|---|---|---|---|---|
| Green | Vanesa Ortega-Lopez | 9 | 507 | Spain | University of Burgos |
| Marta Skaf | 7 | 312 | |||
| Víctor Revilla-Cuesta | 4 | 84 | |||
| Marco Pasetto | 8 | 504 | Italy | University of Padua | |
| Nicola Baldo | 4 | 365 | |||
| Emiliano Pasquini | 4 | 128 | |||
| Light Blue | Juan Gallego | 7 | 174 | Spain | Polytechnic University of Madrid |
| Federico Gulisano | 6 | 155 | |||
| Brown | Irem Yildirim | 5 | 675 | Turkey | Bogazici University |
| Monica Prezzi | 4 | 667 | United States | Purdue University |
| Oxide Composition (%) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Reference | Slag Type | CaO | SiO2 | Al2O3 | MgO | FeO | SO3 | MnO | TiO2 | Cr2O3 |
| Lopes et al. [45] | EAFS | 40.62 | 11.76 | 3.66 | 2.76 | 32.17 | 0.21 | 6.25 | 0.58 | 1.57 |
| Hernandez-Fernandez et al. [46] | EAFS | 38.14 | 17.09 | 6.08 | 6.51 | 23.64 | - | 6.46 | 0.65 | - |
| Parsaei et al. [47] | EAFS | 34.00 | 23.00 | 4.50 | 12.40 | 16.50 | - | - | - | - |
| Shahsavani, Vakili, Mokhberi [48] | EAFS | 34.00 | 23.00 | 4.50 | 12.40 | 16.50 | - | - | - | - |
| Rooholamini et al. [49] | EAFS | 33.27 | 19.50 | 4.88 | 4.25 | 25.93 | 2.25 | - | 1.11 | - |
| Rodrigues et al. [34] | EAFS | 33.15 | 21.35 | 5.17 | 1.01 | 24.50 | 0.18 | - | 0.64 | - |
| Pathak et al. [50] | EAFS | 30.70 | 12.77 | 12.00 | 7.72 | 31.05 | - | 0.48 | - | - |
| Pasetto, Baldo [51] | EAFS | 29.60 | 13.02 | 9.30 | 3.65 | 32.84 | - | 5.09 | 0.35 | 4.03 |
| Sobhani et al. [52] | EAFS | 25.30 | 15.20 | 2.70 | 5.53 | 46.14 | 0.13 | 0.28 | 1.20 | - |
| Maghool et al. [53] | EAFS | 24.73 | 19.90 | 9.55 | 4.06 | 35.23 | 0.53 | 4.94 | 0.44 | 0.92 |
| Mica et al. [54] | EAFS | 24.13 | 19.55 | 10.46 | 8.21 | 24.54 | - | 5.32 | - | 3.45 |
| Average values | EAFS | 31.60 | 17.83 | 6.62 | 6.23 | 28.09 | 0.66 | 4.12 | 0.71 | 2.49 |
| Coefficient of variation | EAFS | 16% | 22% | 45% | 57% | 29% | 122% | 59% | 42% | 51% |
| Setién, Hernandez, Gonzalez [55] | LFS | 50.5–57.5 | 12.6–19.8 | 4.3–18.6 | 7.5–11.9 | 1.6–3.3 | - | 0.36–0.52 | 0.18–0.89 | 0.01–0.1 |
| Yildirim, Prezzi [9] | LFS | 30.83–47.52 | 4.64–12.07 | 12.17–22.59 | 7.35–9.17 | - | 0.75–2.28 | 1–3.17 | 0.33–0.51 | 0.37–0.6 |
| Espinosa et al. [32] | LFS | 56.70 | 17.70 | 6.60 | 9.60 | 2.20 | 0.92 | - | 0.34 | - |
| Parsaei et al. [47] | LFS | 51.00 | 21.70 | 11.18 | 7.30 | 2.00 | - | - | - | - |
| Lopes et al. [45] | LFS | 50.24 | 14.86 | 16.26 | 3.58 | 6.84 | 1.22 | 3.58 | 0.87 | 0.27 |
| Mica et al. [54] | LFS | 48.59 | 24.20 | 8.71 | 9.88 | - | - | 2.28 | - | 0.25 |
| Manso et al. [16] | LFS | 48.37 | 15.00 | 14.30 | 15.25 | - | - | - | 0.20 | 0.92 |
| Xu, Yi [56] | LFS | 40.20 | 18.74 | 4.94 | 14.81 | 3.64 | 1.06 | 0.66 | 0.43 | 0.06 |
| Terrones-Saeta et al. [57] | LFS | 40.19 | 12.49 | 7.29 | 19.38 | 2.38 | - | 0.94 | 0.49 | 0.11 |
| Maghool et al. [53] | LFS | 24.90 | 22.93 | - | 8.63 | 35.23 | 0.50 | 0.50 | 0.95 | |
| Pinheiro et al. [58] | LFS | 24.10 | 19.60 | 10.50 | 8.20 | - | - | 5.30 | 3.40 | |
| Average values | LFS | 43.90 | 16.64 | 11.45 | 10.20 | 7.15 | 1.12 | 1.98 | 0.47 | 0.64 |
| Coefficient of variation | LFS | 25% | 22% | 32% | 45% | 167% | 24% | 87% | 43% | 171% |
| Electric Arc Furnace Slag | Ladle Slag | ||||
|---|---|---|---|---|---|
| Mineral Phase | Formula | Number of Papers | Mineral Phase | Formula | Number of Papers |
| Wüstite or wuestite | FeO | 16 | Periclase | MgO | 9 |
| Calcite | CaCO3 | 13 | Mayenite | CaO7Al2O3 | 8 |
| Larnite | β-2CaO⋅SiO2, β-Ca2SiO4 | 13 | Portlandite | Ca(OH)2 | 6 |
| Magnetite | Fe3O4 | 13 | Calcite | CaCO3 | 6 |
| Quartz | SiO2 | 12 | Calcio-olivine | Ca2(Al, Mg)4[(Al,Si) SiO7] | 6 |
| Gehlenite | 2CaO⋅Al2O3⋅SiO2 | 9 | Larnite | β-2CaO⋅SiO2, β-Ca2SiO4 | 5 |
| Periclase | MgO | 7 | Fluorite | CaF2 | 4 |
| Calcio-olivine | Ca2(Al, Mg)4[(Al,Si) SiO7] | 6 | Jasmundite | Ca11(SiO4)4O2S | 4 |
| Brownmillerite | Ca2(Al,Fe)2O5 | 6 | Gehlenite | 2CaO⋅Al2O3⋅SiO2 | 3 |
| Lime | CaO | 6 | Brucite | Mg(OH)2 | 3 |
| Slag Type | Slag Size | Optimum Mixture | General Results | Reference |
|---|---|---|---|---|
| EAFS and LFS | <30 mm | 20%EAFS + 10%LFS + 20%MSWI + 10%CF + 20%GW + 20%RAP | EAFS mix achieved better results than NA mix, with ITS dry value of 0.62 MPa. Fatigue performance demonstrated variation between mixtures, needs further investigation. | [92] |
| EAFS and LFS | <22 mm | 100%EAFS (aggregate) + 100%LFS (filler) | EAFS provided higher Marshall stability with comparable deformation values. Its incorporation enabled greater bitumen absorption and improved mechanical properties while maintaining similar deformation. | [128] |
| EAFS and LFS | <16 mm | 89.7%EAFS + 10.3LFS | Slag mix performed similarly to NA mix. Higher voids and compaction difficulties slightly reduced raveling resistance, but permeability and skid resistance were improved, making them suitable for permeable pavements. | [93] |
| EAFS and LFS | <14 mm | NI | The mix of EAFS aggregate with the LFS filler presented greater Marshall stability and greater durability in the wheel-tracking test. | [95] |
| LFS | <0.125 mm | 100%LFS | LFS reduced the linear viscoelastic limits and increased elasticity in both mastics and mortars. Fatigue resistance slightly decreased, likely due to the higher stiffness of LFS blends. | [94] |
| Slag Type | Slag Size | % Used | Optimum Mixture | Type of Soil | PI | Soil | Mix Soil–Slag | Reference | |||
|---|---|---|---|---|---|---|---|---|---|---|---|
| UCS | UCS 7d (psi) | UCS 28d (psi) | RM (psi) | CBR 7d (%) | |||||||
| EAFS | #100 | 0–15% | 15% EAF | A-2-7 | 15 | 23.35 | 53.37 | 55.55 | 51,053 | 43 | [209] |
| EAFS | #100 | 0–15% | 15% EAF | A-7-5 | 28 | 18.42 | 35.24 | 43.07 | 46,412 | 26 | [141] |
| EAFS/LFS | #100 | 0–15% | 10% LFS + 5% EAFS | A-2-7 | 15 | 23.35 | 107.32 | 150.11 | 90,358 | 65 | [45] |
| EAFS/LFS | #100 | 0–15% | 10% LFS + 5% EAFS | A-7-5 | 28 | 18.42 | 72.51 | 76.14 | 63,816 | 27 | [45] |
| EAFS/LFS | #200 | 0–20% | 15% EAFS + 5% PC | A-7-5 | 74 | 55.11 | 137.78 | 145.00 | - | - | [47] |
| EAFS | #100 | 0–20% | 0.5% Nanosilica + 15% EAFS | A-7-5 | 170 | 26.83 | 50.76 | 68.89 | - | - | [48] |
| EAFS | #30 | 0–20% | 20% EAFS | A-2-6 | 18 | 18.13 | 29.00 | - | 5511 | 14 | [34] |
| EAFS | #30 | 0–20% | 20% EAFS | A-7-5 | 35 | 41.33 | 54.38 | - | 12,328 | 25 | [34] |
| EAFS | #100 | 0–20% | 20% EAFS | A-2-7 | 14 | 27.7 | 121.11 | - | - | 101 | [35] |
| EAFS | #10 | 7% | 7% EAFS + 3% FA | A-6 | 13 | 41.04 | 130.00 | 152.28 | - | - | [214] |
| LFS | #50 | 0–10% | 15% LFS + 15% GGBS | A-7-5 | 35 | - | - | 290.07 | - | - | [56] |
| LFS | #100 | 0–15% | 15% LFS | A-2-7 | 15 | 23.35 | 105.44 | 148.22 | 80,641 | 85 | [80] |
| LFS | #100 | 0–15% | 15% LFS | A-7-5 | 28 | 18.42 | 65.70 | 68.60 | 75,854 | 42 | [80] |
| LFS | #100 | 0–15% | 15% LFS | A-2-6 | 14 | 158.23 | - | 355.34 | - | - | [212] |
| LFS | NI | 0–5% | 5% LFS | A-6 | 15 | 98.62 | 126.00 | 130.53 | - | 31.3 | [32] |
| LFS | NI | 0–5% | 5% LFS | A-4 | 5 | 68.16 | 126.00 | 142.13 | - | 51.5 | [32] |
| LFS | NI | 0–5% | 5% LFS | A-7-5 | 23.1 | 73.96 | 145.00 | 159.54 | - | 74 | [32] |
| Application | Key Concerns | Recommended Tests | Acceptance Considerations |
|---|---|---|---|
| AC | Fatigue reduction, rutting, low-temperature cracking and volumetric instability. | Fatigue tests, rutting tests (wheel tracking), low-temperature cracking and swelling potential (ASTM D4792). | Ensure mechanical performance meets design criteria; swelling below threshold; binder coverage adequate to minimize leaching. |
| PCC | Swelling/microcracking, permeability and durability. | Drying shrinkage, freeze–thaw cycles, permeability and swelling potential (ASTM D4792). | Expansion within acceptable limits; mechanical properties match intended structural requirements. |
| Unbound Base/Subbase (aggregate) | Leaching, swelling and strength loss. | Leaching (TCLP/EPA 1313), swelling potential (ASTM D4792), wet–dry and freeze–thaw cycles and resilient modulus. | Leaching within regulatory limits; swelling limited to avoid layer damage; strength sufficient for design loads. |
| Chemical Stabilization | Reactivity variability, strength loss, leaching, volumetric instability. | Strength (UCS, RM, CBR) after environmental conditioning, wet–dry and freeze–thaw cycles, leaching (TCLP/EPA 1313) and chemical characterization (reactivity, CaO/MgO content). | Slag reactivity sufficient to achieve target stabilization; leaching below regulatory thresholds. |
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Medina, T.M.; Teixeira, J.E.S.L.; Madeira Bueno, I. A Systematic Literature Review of Electric Arc Furnace and Ladle Furnace Slag for Pavement Applications. Sustainability 2026, 18, 2627. https://doi.org/10.3390/su18052627
Medina TM, Teixeira JESL, Madeira Bueno I. A Systematic Literature Review of Electric Arc Furnace and Ladle Furnace Slag for Pavement Applications. Sustainability. 2026; 18(5):2627. https://doi.org/10.3390/su18052627
Chicago/Turabian StyleMedina, Taísa Menezes, Jamilla Emi Sudo Lutif Teixeira, and Isabella Madeira Bueno. 2026. "A Systematic Literature Review of Electric Arc Furnace and Ladle Furnace Slag for Pavement Applications" Sustainability 18, no. 5: 2627. https://doi.org/10.3390/su18052627
APA StyleMedina, T. M., Teixeira, J. E. S. L., & Madeira Bueno, I. (2026). A Systematic Literature Review of Electric Arc Furnace and Ladle Furnace Slag for Pavement Applications. Sustainability, 18(5), 2627. https://doi.org/10.3390/su18052627

