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Soil gradation

Soil gradation, also known as , refers to the relative proportions of different particle sizes present in a sample, expressed as a of the total dry weight, and serves as a fundamental characteristic in for and behavior prediction. This distribution is determined through mechanical for coarser particles larger than 0.075 mm (No. 200 sieve) and analysis for finer particles, resulting in a gradation curve that plots cumulative passing against particle diameter on a semi-logarithmic . Soils are classified based on gradation into categories such as well-graded, poorly-graded, and gap-graded, which influence engineering properties like permeability, , , and compaction behavior. Well-graded soils exhibit a wide range of particle sizes with substantial intermediate fractions, achieving high density and stability due to interlocking particles; they are identified by a uniformity (Cu = D60/D10, where D60 and D10 are the diameters at which 60% and 10% of particles are finer) greater than 4 for gravels or 6 for s, and a of (Cc = (D30)^2 / (D10 × D60)) between 1 and 3. In contrast, poorly-graded soils have particles predominantly of similar sizes (uniformly graded) or lack certain intermediate sizes (gap-graded), leading to lower and poorer load-bearing capacity, as seen in classifications like SP (poorly graded ) or GP (poorly graded ) under the (USCS). The analysis of soil gradation is essential for geotechnical design, enabling engineers to evaluate soil suitability for applications such as , embankments, and pavements by assessing proportions of , , , and clay fractions. Methods like wet or dry sieving for gravels (up to 3-inch particles) and sedimentation-based tests for fines ensure accurate results, with procedures standardized to control factors like soaking time and temperature for reliable engineering assessments. Overall, gradation provides critical insights into soil's frictional properties and , directly impacting construction stability and performance.

Fundamentals of Soil Gradation

Definition and overview

Soil gradation refers to the relative proportions by dry mass of particles distributed across specified size ranges, from coarse to fine clay, which fundamentally determines the and mechanical behavior. This distribution influences how particles interact under various loads and environmental conditions, serving as a key parameter in geotechnical assessments. The concept of soil gradation originated in early 20th-century , driven by needs in and . In 1911, Swedish scientist Albert Atterberg established foundational particle size limits, classifying soils into categories such as , , and clay based on diameters like 0.02–0.002 mm for , to evaluate properties like water permeability and retention. Building on this, Arthur Casagrande advanced soil classification in the 1940s during , developing the (USCS) for airfield , which integrated gradation with to standardize engineering evaluations. Soil gradation is essential because it governs critical properties, including compaction efficiency, hydraulic permeability, and , allowing engineers to predict soil performance in , , and pavements. For instance, soils dominated by larger particles, such as sandy types, exhibit higher permeability and lower retention due to larger pore spaces, whereas those with finer particles, like clayey soils, retain more through but drain more slowly.

Soil particle size classification

Soil particle size classification provides the foundational framework for analyzing soil gradation by categorizing individual particles based on their diameter, enabling engineers and geologists to assess soil composition and behavior. The (USCS), developed by Casagrande in 1948 and formalized in ASTM D2487, delineates size ranges using standard sieves and methods to separate coarse- and fine-grained soils. This system prioritizes engineering properties but relies on established particle size boundaries for consistency across applications. In the USCS, gravel encompasses particles larger than 4.75 mm (No. 4 , equivalent to 3/16 inch), spans 0.075 mm to 4.75 mm (No. 200 to No. 4 sieves), covers 0.002 mm to 0.075 mm, and clay includes particles smaller than 0.002 mm. These ranges align with ASTM standards and are widely adopted for their practicality in and testing. Subdivisions within categories refine descriptions; for instance, is divided into fine (0.075–0.425 mm, No. 200 to No. 40 sieves), medium (0.425–2.0 mm, No. 40 to No. 10 sieves), and coarse (2.0–4.75 mm, No. 10 to No. 4 sieves), while splits into fine (4.75–19 mm, No. 4 to 3/4-inch sieve) and coarse (>19 mm, up to 75 mm for typical engineering contexts). Metric and equivalents facilitate use, with No. 200 sieve at 0.075 mm (0.003 inch) and No. 4 at 4.75 mm (0.187 inch). The following table summarizes the standard USCS particle size ranges and subdivisions:
CategorySize Range (mm)Equivalent Sieve/DescriptionImperial Equivalent (inch)
Gravel (Coarse)>19 (up to 75 typical)Retained on 3/4-inch sieve>0.75
Gravel (Fine)4.75–19No. 4 to 3/4-inch sieve0.187–0.75
Sand (Coarse)2.0–4.75No. 10 to No. 4 sieve0.079–0.187
Sand (Medium)0.425–2.0No. 40 to No. 10 sieve0.017–0.079
Sand (Fine)0.075–0.425No. 200 to No. 40 sieve0.003–0.017
Silt0.002–0.075Passes No. 200 sieve; non-plastic fines<0.003
Clay<0.002Passes No. 200 sieve; plastic fines<0.00008
These boundaries ensure reproducible classification, though fine-grained distinctions (silt vs. clay) also incorporate for plasticity. Historically, these modern ranges evolved from earlier systems proposed by in the early 1900s, who defined clay as particles smaller than 0.002 mm and silt as 0.002–0.02 mm based on visibility and sedimentation behavior, laying groundwork for plasticity-based soil studies. integrated and refined such concepts for wartime airfield construction, shifting emphasis toward grain size distribution and engineering performance while adopting the 0.075 mm threshold for fines via standardized sieves. Particle sizes span several orders of magnitude, from approximately 10^{-6} m for clay platelets to 10^{2} m for coarse gravels, necessitating a logarithmic scale for visualization in charts and diagrams to accommodate this vast range without distortion. This scale, rooted in , highlights relative proportions effectively and underpins gradation curve representations.

Grain Size Distribution Analysis

Methods of determining particle size distribution

Particle size distribution in soils is determined through laboratory and field techniques that separate and quantify particles based on their diameters, primarily to characterize coarse (gravel and ) and fine (silt and clay) fractions. These methods rely on mechanical sieving for larger particles and sedimentation for smaller ones, ensuring accurate gradation data for geotechnical applications. Standard procedures, such as those outlined by ASTM International, provide reproducible protocols to minimize variability in results. Sample preparation is a critical initial step to standardize moisture content without altering particle characteristics. Soil samples are typically oven-dried at 105–110°C to constant weight, which removes water while preserving particle integrity for most non-sensitive soils. However, for expansive clays prone to structural changes, air-drying at ambient temperatures (around 25–35°C) is recommended to avoid cracking or aggregation that could skew size distribution. Once dried, samples are disaggregated gently using a rubber mallet or mortar and pestle, then quartered to obtain a representative test portion, typically 100–500 g depending on the expected gradation. Sieve analysis is the primary method for determining the particle size distribution of coarse-grained soils, applicable to particles larger than 0.075 mm (No. 200 sieve). The procedure involves stacking a series of standard sieves with decreasing mesh sizes—such as No. 4 (4.75 mm), No. 10 (2.0 mm), No. 40 (0.425 mm), and No. 200 (0.075 mm)—in a mechanical shaker. The dried soil sample is placed on the top sieve, and the assembly is shaken for 10–15 minutes to ensure thorough separation, with a pan collecting material passing the finest sieve. Retained material on each sieve is then weighed to the nearest 0.1 g, and the percentage passing each sieve is calculated by dividing the cumulative mass passing by the total sample mass. This method provides precise quantification of gravel, sand, and coarse silt fractions but requires correction for any organic matter or lumps that may clog sieves. For fine-grained soils, hydrometer analysis employs sedimentation principles based on Stokes' law, which relates particle settling velocity to size, density, and fluid viscosity, to estimate sizes below 0.075 mm. A deflocculating agent, such as sodium hexametaphosphate (40 g/L solution), is added to a dispersed soil suspension (typically 50 g soil in 1 L water) to prevent flocculation and promote uniform settling. The mixture is agitated vigorously and allowed to settle in a 1 L cylinder, with hydrometer readings taken at specific intervals—such as 2 minutes for particles around 0.02 mm, 30 minutes for 0.005 mm, and 60 minutes for finer clays—to measure suspension density. Particle diameters are inferred from the effective length of fall and time elapsed, yielding percentages of silt and clay. Temperature corrections are applied to account for viscosity changes, ensuring accuracy within ±2% for the fine fraction. In addition to traditional sedimentation methods, laser diffraction analysis has become a widely used modern technique for determining particle size distribution across a broad range (from 0.01 μm to 3.5 mm), offering faster results (minutes vs. hours) and higher resolution without relying on settling assumptions. It measures light scattering by particles in a suspension or dry powder, with data processed via Mie or Fraunhofer theory. While not yet fully standardized in ASTM for all geotechnical applications (proposed as WK11776 as of 2025), it is increasingly adopted for its reproducibility and minimal sample preparation, though calibration for soil-specific refractive indices is required. In soils containing both coarse and fine particles, a combined analysis integrates sieve and hydrometer methods for a complete gradation profile. Wet sieving is often used first: the sample is washed through a No. 200 sieve using water to remove fines, which are collected and evaporated or centrifuged before hydrometer testing, while the retained coarse fraction undergoes dry sieving. Mechanical shakers facilitate efficient wet sieving, and the deflocculating agent ensures proper dispersion of the fine portion. This approach minimizes loss of fines during washing and provides seamless data integration across size ranges. Field methods offer quick approximations of particle size distribution when laboratory access is limited, though they sacrifice precision. Visual inspection involves manually sorting particles into size classes (e.g., gravel >2 mm, sand 0.075–2 mm) based on tactile feel and comparison to standard charts, suitable for preliminary site assessments. Portable sieves or hand-shaking kits can process small samples on-site for coarse fractions, but results are limited due to inconsistent agitation and lack of fine-particle resolution. These techniques are best for rapid classification rather than . The resulting data from these methods can be plotted as gradation curves for visual representation, as detailed in subsequent sections.

Representation of gradation curves

The representation of soil gradation curves typically involves semi-logarithmic plots that visualize the particle size distribution data obtained from mechanical analyses. In these plots, the y-axis represents the percentage of particles finer than a given size, ranging from 0% to 100%, while the x-axis depicts particle diameter on a logarithmic scale, commonly spanning from 0.001 mm to 100 mm to accommodate the wide range of soil particle sizes from clay to gravel. This semi-log format, often referred to as the sieve analysis curve, allows for a clear depiction of the cumulative distribution, where data points from sieve results for coarser particles are connected, and hydrometer data for finer particles (below 0.075 mm) are incorporated to form a continuous curve. The "percent passing" or "percent finer" is calculated as the cumulative weight of material passing through each sieve size divided by the total sample weight, with a smooth curve fitted through the points to interpolate the distribution for the fines fraction. Key features of these gradation curves include the identification of specific particle diameters corresponding to certain percentages of finer material, such as D10 (the effective size, where 10% of particles are finer), D30 (30% finer), and D60 (60% finer), which are marked directly on the to highlight characteristics. The steepness of the provides a visual indication of soil uniformity: a steep suggests a with particles concentrated in a narrow size range, while a flatter or sigmoidal shape indicates greater variability in particle sizes. These D10, D30, and D60 values serve as reference points for further , such as calculating coefficients of uniformity and curvature, as detailed in subsequent sections. In modern practice, gradation curves are generated using spreadsheet software like , where sieve data is entered into columns for and percent passing, followed by logarithmic scaling on the x-axis and scatter plotting with smooth line interpolation. Specialized geotechnical software, such as GeoStudio or custom Excel-based tools, automates and parameter extraction for efficiency in analysis. Historically, curves were plotted manually on semi-logarithmic or probability , allowing engineers to hand-draw the distribution by plotting data points and connecting them freehand or with French curves for smoothness. Despite their utility, gradation curves have limitations in accurately representing certain soil types, particularly those with bimodal distributions where two distinct peaks exist, leading to poor and misrepresentation of the overall gradation. Similarly, organic soils pose challenges due to irregular particle shapes and effects in tests, which can distort the cumulative curve and underestimate fine fractions.

Types of Soil Gradation

Well-graded soils

Well-graded soils are characterized by a continuous and balanced distribution of particle s, ranging from coarse to fine , with smaller particles effectively filling the voids between larger ones to minimize empty space. This results in a smooth, concave gradation curve on a plot, spanning multiple size categories without abrupt flat segments or steep slopes that indicate missing size fractions. Such soils exhibit strong particle interlocking, which enhances overall and allows for efficient packing during compaction. In terms of engineering characteristics, well-graded soils demonstrate high potential for achieving dense configurations, with smaller grains nesting into the interstices of coarser ones to reduce and increase load-bearing . They possess superior due to the frictional resistance from interlocked particles, making them resistant to deformation under stress, and offer good capabilities through interconnected void networks that permit flow while maintaining stability. These properties make well-graded soils preferable for applications requiring , such as layers in pavements or fills, where they can be compacted to near-maximum with standard efforts. Real-world examples of well-graded soils include glacial till deposits, which form through abrasive action and by , resulting in a broad spectrum of particle sizes, and crushed rock aggregates, engineered to mimic natural well-graded distributions, are commonly used in road bases to replicate these beneficial traits. In contrast to poorly graded soils, which lack size variety and form looser structures, well-graded types provide enhanced performance in geotechnical constructions.

Poorly-graded soils

Poorly-graded soils exhibit a limited range of particle sizes or absences in intermediate sizes, leading to gradation curves that are either steep or feature distinct steps rather than a smooth distribution. These soils contrast with well-graded ones by lacking the balanced variety that promotes efficient particle packing. Uniform-graded soils represent a subtype of poorly-graded soils where the majority of grains are of similar size, resulting in a narrow . This uniformity causes higher void ratios due to less effective interlocking of particles, making these soils susceptible to during handling and transport. In geotechnical contexts, uniform-graded soils are often classified under the (USCS) as SP for sands or GP for gravels when fines are minimal. Gap-graded soils, another subtype, consist of a of larger and smaller particles but lack those in intermediate size ranges, creating discontinuities in the gradation curve. This gappiness leads to unstable structures under loading, as finer particles fail to adequately fill voids between coarser ones. Such soils may arise from natural processes like wind deposition or from engineered mixes, and they are identified by abrupt jumps in the plot. Key characteristics of poorly-graded soils include poor compaction potential, as the limited size variety hinders dense packing, and high permeability owing to larger interconnected voids, though this comes at the expense of lower and stability. Their gradation curves typically show flat segments or sharp transitions, reflecting the imbalanced distribution that reduces overall engineering performance in load-bearing applications. These soils are often unsuitable for structural fills but valuable for purposes due to their open structure. Representative examples of uniform-graded poorly-graded soils include beach sands, where wave action sorts particles into a narrow size range, typically fine to medium grains. For gap-graded varieties, talus slopes on mountainsides exemplify this subtype, featuring coarse angular rocks with minimal intermediate fines due to gravitational and . Other instances encompass processed gravel-sand mixtures used in aggregates or wind-blown deposits lacking mid-sized particles.

Quantitative Measures and Criteria

Coefficients of uniformity and curvature

The coefficient of uniformity, denoted as C_u, is a dimensionless parameter that quantifies the range of particle sizes in a soil sample by measuring the spread of the distribution. It is calculated using the formula C_u = \frac{D_{60}}{D_{10}} where D_{60} is the particle diameter (in mm) corresponding to the point on the gradation curve where 60% of the is finer, and D_{10} is the diameter at which 10% is finer. This coefficient, originally proposed by Albert Hazen in 1892 for but widely adopted in , indicates the degree of uniformity in particle sizes; a higher C_u value signifies a broader distribution of grain sizes, which enhances stability through better interlocking. The coefficient of curvature, C_c, complements C_u by evaluating the shape and continuity of the gradation curve, particularly to detect gaps or excesses in intermediate particle sizes. It is defined by the equation C_c = \frac{(D_{30})^2}{D_{10} \times D_{60}} where D_{30} is the particle diameter at 30% finer on the cumulative distribution curve. Developed as part of the Unified Soil Classification System (USCS), C_c assesses whether the distribution is continuous and smooth; values deviating from the ideal range suggest irregularities, such as a gap-graded soil with missing size fractions that can lead to reduced density and permeability. These coefficients are derived directly from key points on the semi-logarithmic gradation obtained from or , where the effective diameters D_{10}, D_{30}, and D_{60} represent percentiles of the cumulative mass passing through sieves. In the USCS, as outlined in ASTM D2487, a is considered well-graded if C_u > 4 for gravels or C_u > 6 for sands, combined with $1 \leq C_c \leq 3, ensuring a balanced for optimal performance. For interpretation, a high C_u reflects greater variety, promoting denser packing, while C_c near 1 to 3 indicates continuity without significant gaps or bulges in the . To illustrate, consider a hypothetical sand sample with D_{10} = 0.1 mm, D_{30} = 0.5 mm, and D_{60} = 2 mm, plotted from a gradation curve. First, compute C_u = \frac{2}{0.1} = 20, indicating a wide spread suitable for well-graded classification if other criteria are met. Next, calculate C_c = \frac{(0.5)^2}{0.1 \times 2} = \frac{0.25}{0.2} = 1.25, which falls within the ideal range, confirming continuity in the particle sizes. These values demonstrate how C_u and C_c provide quantitative insight into gradation, guiding applications in foundation design and .

Classification criteria based on gradation

The (USCS) provides standardized criteria for classifying coarse-grained soils based on gradation, distinguishing well-graded from poorly-graded categories using the coefficients of uniformity () and (). For clean gravels (less than 5% fines passing the No. 200 sieve), the soil is classified as well-graded () if ≥ 4 and 1 ≤ ≤ 3; failure to meet both conditions results in a poorly-graded classification (). For clean sands (less than 5% fines), the thresholds are stricter: well-graded () if ≥ 6 and 1 ≤ ≤ 3, otherwise poorly-graded (). Soils with 5% to 12% fines receive dual symbols (e.g., GW-GM), where the gradation criteria apply to the coarse fraction, adjusted by the plasticity of fines.
Soil TypeWell-Graded Criteria (Cu and Cc)Classification SymbolPoorly-Graded (Does Not Meet Criteria)
Clean Gravels (<5% fines) ≥ 4 and 1 ≤ ≤ 3GWGP
Clean Sands (<5% fines) ≥ 6 and 1 ≤ ≤ 3SWSP
The AASHTO classification system, primarily for highway subgrade evaluation, incorporates gradation through the percentage of material passing the No. 200 sieve (fines content) as part of the group index (GI) calculation, alongside liquid limit (LL) and plasticity index (PI). The GI formula is GI = (F - 35)[0.2 + 0.005(LL - 40)] + 0.01(F - 15)(PI - 10), where F is the percent passing No. 200; higher GI values indicate poorer subgrade quality due to excessive fines affecting gradation uniformity. Granular groups (A-1 to A-3) emphasize coarse gradation with low fines (<36% passing No. 200 for A-1), while siltier or clayey groups (A-4 to A-7) rely more on fines percentage for relative quality assessment. Classification via USCS typically follows a flowchart: first, perform sieve analysis to determine percent fines passing No. 200; if less than 5%, classify as clean coarse-grained and compute Cu and Cc for the coarse fraction to apply well- or poorly-graded criteria; if 5-12% fines, use dual symbols based on coarse gradation and fine plasticity (e.g., ML or CL); for more than 12% fines, rely on Atterberg limits for fine-grained classification. Plasticity adjustments involve plotting liquid limit and plasticity index on the Casagrande chart to refine symbols like GM or SM. These gradation-based criteria have limitations, particularly for fine-grained soils (e.g., CL or ML groups), where classification depends primarily on rather than particle size distribution alone, as fines exhibit cohesive behavior less influenced by gradation.

Engineering Importance and Applications

Influence on soil behavior and properties

Soil gradation significantly influences the permeability of soils by affecting the size, continuity, and connectivity of voids between particles. In well-graded soils, where particles span a wide range of sizes, finer particles fill the voids created by coarser ones, resulting in a denser packing structure with reduced pore space and lower hydraulic conductivity, typically ranging from 10^{-3} to 10^{-5} cm/s. Conversely, uniform or poorly graded sands exhibit larger, more continuous voids due to similar particle sizes, leading to higher permeability values around 10^{-2} cm/s, which facilitates greater water flow. This difference arises because well-graded gradations minimize the effective pore diameter, enhancing tortuosity and reducing flow paths, as observed in empirical models correlating grain size distribution to hydraulic conductivity. The compaction behavior of soils is also governed by gradation, as particle size distribution dictates the efficiency of interlocking and void reduction during applied energy. Well-graded soils achieve higher maximum dry densities through better particle interlocking, where smaller grains occupy interstices between larger ones, allowing for more stable arrangements under compaction efforts like those in Proctor tests. Poorly graded soils, lacking this size diversity, require higher water content or energy input to reach comparable densities, as their uniform particles create larger initial voids that resist densification. This results in well-graded materials exhibiting optimum moisture contents that promote efficient lubrication and rearrangement, yielding dry densities up to 10-15% higher than their poorly graded counterparts under standard compaction protocols. Gradation impacts strength primarily through its effect on interparticle and during loading. Balanced or well-graded soils enhance resistance by promoting greater frictional interlocking across particle sizes, leading to higher peak angles, often up to 40° in dense sands with high uniformity coefficients (Cu > 6). In contrast, gap-graded soils, characterized by missing intermediate sizes, are prone to sudden collapse under due to unstable void structures, reducing overall strength and increasing the risk of or failure. Studies using direct tests confirm that wider gradations increase the maximum dilation angle and constant volume angle, with differences in peak up to 11° between well-graded and narrower distributions at typical surcharges of 100-300 kPa. Compressibility and subsequent under load are heightened in uniform soils due to their higher initial void ratios, which allow greater volume reduction as particles rearrange. Uniform gradations typically exhibit void ratios of 0.8-1.0, making them more susceptible to compared to well-graded soils with void ratios of 0.6-0.7, where dense packing limits deformation. This leads to larger s in uniform sands or gap-graded materials under sustained loading, as the expulsion of pore water from expansive voids dominates the consolidation process. Higher uniformity coefficients in well-graded soils correlate with lower indices, reducing long-term by 20-30% in typical geotechnical scenarios. Frost susceptibility is exacerbated in gap-graded soils containing fines, as these configurations promote capillary rise and ice lens formation, increasing the risk of heaving. The presence of fines (e.g., 5-10% or clay) in gap-graded structures creates interconnected networks that retain and facilitate freeze-thaw expansion, with heave ratios up to 2% observed in such mixtures under sub-zero conditions. Well-graded soils without significant fines show lower heaving due to better , but introducing fines via gaps elevates susceptibility by enhancing migration to freezing fronts. Empirical tests indicate that frost heave increases linearly with fines content above 5%, making gap-graded materials with fines particularly vulnerable in seasonal frost zones.

Applications in geotechnical engineering

In , soil gradation plays a pivotal role in foundation design by influencing load-bearing stability and control. Well-graded soils, characterized by a broad range of particle sizes, interlock effectively to provide high and resistance to deformation under structural loads, making them ideal for supporting buildings and heavy infrastructure. For instance, well-graded gravels ( in the ) are preferred for shallow foundations due to their dense packing and ability to distribute loads evenly, minimizing differential . In contrast, poorly graded soils, such as uniform sands or gap-graded materials, exhibit lower and higher permeability, often leading to excessive or instability; these require stabilization techniques like permeation grouting to enhance cohesion and before foundation placement. For road and construction, specifying well-graded soils in subbase layers is essential to mitigate rutting and ensure long-term performance. GW materials are commonly mandated in specifications because their interlocking particles resist under loads, reducing permanent deformation and surface rutting by up to 50% compared to uniform aggregates in high-traffic areas. Poorly graded uniform sands, while economical for fills, are blended with coarser or finer fractions during to achieve a more continuous gradation, improving compaction and in embankment slopes to prevent sliding or . In dam and levee , soil gradation directly affects seepage control and prevention, with well-graded filters designed per Terzaghi's criteria to retain base soils while allowing . These criteria specify that the filter's D15 size should be no larger than 4-5 times the protected soil's D85 to prevent , favoring well-graded granular materials for filters in cores and zones. Gap-graded soils are deliberately avoided in impervious cores due to their susceptibility to internal and suffusion under seepage gradients, as voids between coarse particles allow fines to migrate, potentially forming pipes that compromise structural integrity. Soil gradation adjustment is also critical in projects, particularly for contaminated sites where mixing techniques are employed to enhance containment barriers. By blending native soils with amendments like or , engineers modify gradation to reduce permeability and improve , creating low-permeability walls that isolate contaminants and prevent into . A notable case study illustrating the consequences of inadequate gradation control is the 1976 Teton Dam failure in Idaho, where the impervious core consisted of uniformly graded silty material with low plasticity and poor erosion resistance, facilitating internal piping along the foundation contact and leading to catastrophic breach during initial reservoir filling. In modern practice, quality assurance and quality control (QA/QC) protocols incorporate strict gradation specifications in geotechnical contracts, including sieve analysis testing during material procurement and placement to verify compliance with design criteria and mitigate risks observed in past failures.

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