Background
Type: Article

Grey water footprint of stone-cutting and processing industry

Journal: Water Resources and Industry (22123717)Year: 2025Volume: Issue: Pages: 275 - 281
Fowzi M. Arastou K.Mansoori H.Mansoori H.Jaberi S.a Javadi M.H.M.Hosseiniebalam F.Etemadi Toudeshki O.a Toroghinejad M.R. Shahrestani H.V. Toroghinejad M.R. Javadi M.H.M. Shahrestani H.V. Latifi A.R.Fatehizade M.a Kianpour M. Kianpour M.Rabbani Khorasgani A.a
DOI:10.1016/j.wri.2025.100295Language: English

Abstract

Grey water footprint (GWF) indicates the equivalent freshwater volume required for assimilating the pollution load discharged from a production. This study evaluated the GWF of stone cutting and processing (SCP) industry by analyzing multiple hazardous pollutants in wastewater directly. Here, the contaminants were bisphenol-A (BPA), polychlorinated biphenyls (PCBs), polycyclic aromatic hydrocarbons (PAHs), and cresols. Samples were collected separately from the effluent of three large factories at a specialized SCP industrial park, located at Isfahan province, central Iran. These factories use typical processes for cutting and polishing raw marble and travertine derived from three different mines. Results revealed that BPA was the critical pollutant for GWF assessment in all factories as its concentration reached about 2.3 mg/l due to resin application. Yet, the pollutants concentrations were not significantly different among the three effluents. The GWF ranged between 674.9 m3/ton (marble) and 597.9 m3/ton (travertine) with an average of 638.1 m3/ton. The calculated Hazard Quotient (HQ) for BPA was also 936 ± 17. Therefore, optimizing epoxy resin application and controlling its discharge can simultaneously reduce the GWF and associated environmental risks. Future research should focus on developing efficient treatment strategies to mitigate the impacts of hazardous pollutants in SCP wastewater. © 2025 The Authors.


Author Keywords

Hazardous materialsIndustrial wastewaterStoneWater footprintWater quality managementCAR processMechanical propertiesMetal matrix compositeMicrostructureA mixed-method approachExtra-organisational empowermentGrounded theoryHRMHuman resource practicesHuman resource systemsInter-organisational empowermentIntra-organisational empowermentOEOrganisational empowermentStructural equation modelAutomobile industryCustomer satisfactionKansei engineeringRevised Kano modelTraditional Kano modelCAR processMechanical propertiesMetal matrix compositeMicrostructureA mixed-method approachExtra-organisational empowermentGrounded theoryHRMHuman resource practicesHuman resource systemsInter-organisational empowermentIntra-organisational empowermentOEOrganisational empowermentStructural equation modelAutomobile industryCustomer satisfactionKansei engineeringRevised Kano modelTraditional Kano model3-OH-3-MOPBAIronPreconcentrationResponse surface methodologyUV–vis spectroscopyCAR processMechanical propertiesMetal matrix compositeMicrostructureA mixed-method approachExtra-organisational empowermentGrounded theoryHRMHuman resource practicesHuman resource systemsInter-organisational empowermentIntra-organisational empowermentOEOrganisational empowermentStructural equation modelAutomobile industryCustomer satisfactionKansei engineeringRevised Kano modelTraditional Kano modelBushehr BayChlorophyll-aMachine learningPersian GulfCOHERENSheat fluxesoil pollutionwindwind stressHormuz straitInflowNumerical modelingOutflow3-OH-3-MOPBAIronPreconcentrationResponse surface methodologyUV–vis spectroscopyCAR processMechanical propertiesMetal matrix compositeMicrostructureA mixed-method approachExtra-organisational empowermentGrounded theoryHRMHuman resource practicesHuman resource systemsInter-organisational empowermentIntra-organisational empowermentOEOrganisational empowermentStructural equation modelAutomobile industryCustomer satisfactionKansei engineeringRevised Kano modelTraditional Kano modelBushehr BayChlorophyll-aMachine learningPersian GulfCOHERENSheat fluxesoil pollutionwindwind stressHormuz straitInflowNumerical modelingOutflowInterfacial tensionMicro bioreactorOil absorptionPolyurethaneCropping patternLand suitabilitySoil mappingWater availabilityGamificationGamified e-service qualityOnline retailersRetailing industryAroused emotionsBottom-up spilloverBrand imageCustomer well-beingPsychological life spaceBrand competitive positioningCredibilityDesirabilityHome appliance industryMarketing communicationPerceived qualityReputationBottleneckHealthcareProcess MiningVisualisationbiostratigraphycalcareous nannofossilsCentral IranEoceneLarger Benthic ForaminiferaSabzevarBahram FormationConodont biofaciesFrasne-EventFrasnianUpper GivetianAgricultureEcosystem servicesFood productionLCAPaddy ricePollutionWater quality managementIrrigated agricultureMultiple pollutantsWater footprintclosed underflow hydrocyclonehydrocyclone optimizationhydrocyclone performancesand separationsandy wellsTaguchi methodBilghan intakeCatchment areaEmpirical indexMAP-WQIMaximum probable WQIMinimum probable WQIMIP-WQISurface water qualityWater quality indexWQIAnthraciteDual media filterLight expanded clay aggregatesSilicaTurbidityAbnahr DamAnalytical hierarchy process techniqueDam site selectionGeomechancial characteristics2,4-dichlorophenoxyacetic acidActivated carbonAdsorptionTitanium dioxideZero-valent ironCMSX-4ECMgrindingsurface analysisWEDMArtificial neural networkElectrochemical machiningGMDHMulti-objective optimizationProcess modellingDivorce processinitiator menIranian men

Other Keywords

Esfahan [Esfahan (PRV)]Esfahan [Iran]IranGroundwater pollutionBisphenol ABisphenols-AGray waterIndustrial wastewatersProcessing industryStoneStone cuttingStone processingWater footprintWater quality managementhazardous wasteindustrial wastePAHphenolic compoundpollutant sourcewastewater treatmentwater footprintwater qualityRiver pollutionAluminum compoundsMetallic matrix compositesRoll bondingSilicaTensile strengthBonding processBreakingsContinual annealing and roll-bonding processmatrixMatrix compositeMetal matrixMetal matrix compositeMicrostructures and mechanical propertiesMonolithicsProperties of AlMicrostructureAluminum compoundsMetallic matrix compositesRoll bondingSilicaTensile strengthBonding processBreakingsContinual annealing and roll-bonding processmatrixMatrix compositeMetal matrixMetal matrix compositeMicrostructures and mechanical propertiesMonolithicsProperties of AlMicrostructureChelating AgentsFruit and Vegetable JuicesIronLiquid Phase MicroextractionSpectrophotometry, UltravioletWaterWater Pollutants, Chemical3 (3 hydroxy 2 methyl 4 oxopyridin 1 (4h)yl)benzoic acidalcoholchelating agentligandorganic solventreducing agentunclassified druganalytic methodaqueous solutionArticlecalibrationchemical analysiscomparative studyconcentration (parameter)controlled studydispersive liquid phase microextractionextraction timefruit juicelimit of detectionmeasurement accuracypHresponse surface methodultraviolet visible spectrophotometrywater samplingchemistryfruit and vegetable juicesynthesisultraviolet spectrophotometrywater pollutantAluminum compoundsMetallic matrix compositesRoll bondingSilicaTensile strengthBonding processBreakingsContinual annealing and roll-bonding processmatrixMatrix compositeMetal matrixMetal matrix compositeMicrostructures and mechanical propertiesMonolithicsProperties of AlMicrostructureChlorophyllChlorophyll AEnvironmental MonitoringEutrophicationIndian OceanIranMachine LearningRemote Sensing TechnologySeawaterWater QualityArabian SeaBushehrPersian Gulfsea waterBushehr bayChlorophyll-a concentrationCoastal watersCoastal waterwaysMachine-learningSatellite technologyalgorithmcoastal watermarine pollutionshallow wateraquacultureaquatic environmentatomic absorption spectrometrybio opticalchlorophyll fluorescencecorrelation coefficientmean decrease accuracynormalized root mean square errorquantitative structure activity relationremote sensingretina blood vesselSentinel 1visual fieldXGBoost algorithmproceduresAnthropogenicGulf of OmanStrait of Hormuzdensityfinite difference methodinflowNavier-Stokes equationsnumerical modeloutflowsurface layertemperature profilethree-dimensional modelingvolume transportwater exchangeChelating AgentsFruit and Vegetable JuicesIronLiquid Phase MicroextractionSpectrophotometry, UltravioletWaterWater Pollutants, Chemical3 (3 hydroxy 2 methyl 4 oxopyridin 1 (4h)yl)benzoic acidalcoholchelating agentligandorganic solventreducing agentunclassified druganalytic methodaqueous solutionArticlecalibrationchemical analysiscomparative studyconcentration (parameter)controlled studydispersive liquid phase microextractionextraction timefruit juicelimit of detectionmeasurement accuracypHresponse surface methodultraviolet visible spectrophotometrywater samplingchemistryfruit and vegetable juicesynthesisultraviolet spectrophotometrywater pollutantAluminum compoundsMetallic matrix compositesRoll bondingSilicaTensile strengthBonding processBreakingsContinual annealing and roll-bonding processmatrixMatrix compositeMetal matrixMetal matrix compositeMicrostructures and mechanical propertiesMonolithicsProperties of AlMicrostructureChlorophyllChlorophyll AEnvironmental MonitoringEutrophicationIndian OceanIranMachine LearningRemote Sensing TechnologySeawaterWater QualityArabian SeaBushehrPersian Gulfsea waterBushehr bayChlorophyll-a concentrationCoastal watersCoastal waterwaysMachine-learningSatellite technologyalgorithmcoastal watermarine pollutionshallow wateraquacultureaquatic environmentatomic absorption spectrometrybio opticalchlorophyll fluorescencecorrelation coefficientmean decrease accuracynormalized root mean square errorquantitative structure activity relationremote sensingretina blood vesselSentinel 1visual fieldXGBoost algorithmproceduresAnthropogenicGulf of OmanStrait of Hormuzdensityfinite difference methodinflowNavier-Stokes equationsnumerical modeloutflowsurface layertemperature profilethree-dimensional modelingvolume transportwater exchangeChahar Mahall va BakhtiariShahrekordMedicago sativaSolanum tuberosumTriticum aestivumZea maysAgronomyCropsGenetic programmingLinear programmingMultiobjective optimizationSoil surveysSoilsWater supplyCropping patternsEfficient use of waterLand suitabilityLand suitability assessmentsMultiobjective programmingPhysicochemical propertySoil mappingWater availabilityagricultural landagricultural managementalfalfaalternative agriculturecropping practicecultivationland managementmaizemappingnumerical methodpotatoresource allocationsustainable developmentwater resourcewater useWater resourcesData miningEmergency servicesHealth careHospitalsInformation systemsMedical computingBottleneckHealth centersHealthcareHealthcare systemsMining techniquesProcess DiscoveryProcess miningScoping reviewThree phaseThree phasisVisualizationRazavi KhorasanSabzevarbenthic foraminiferabiostratigraphycarbonateEocenefossil assemblagenannofossilPolygnathidaebiofaciesconodontFrasnianGivetianlithologyAgricultural IrrigationAgricultureEcologyFertilizersOryzaAgricultural pollutionDrainageEcosystemsFarmsGroundwater flowIntegrated controlLeachingLife cycleNitratesNutrientsQuality controlQuality managementUreaWater conservationWater managementfertilizerControlled experimentEcological damageEcosystem servicesFood productionIntegrated approachLCALifecycle impact assessmentPaddy-riceWater quality impactWater quality managementchemical pollutantecological footprintecosystem serviceherbicidepaddy fieldriceterrestrial ecosystemirrigation (agriculture)Biochemical oxygen demandNitrogenWater pollutionAgricultural productionsGray waterIrrigated agricultureMultiple pollutantsPilot studiesPollution loadsTotal phosphorousWater footprintagricultural productionbutachlorfreshwater ecosystemnitratewater budgetDissolved oxygenCyclone separatorsEfficiencyMiningClosed underflow hydrocycloneHydro-cycloneHydrocyclone optimizationHydrocyclone performanceHydrocyclonesOptimisationsPerformanceSand separationSandy wellTaguchi's methodsUnderflowsTaguchi methodsAlborzKaraj RiverCatchmentsDeveloping countriesSurface watersBilghan intakeCatchment areaEmpirical indexMaximum probable WQIMinimum probable WQIMIP-WQIWater quality indexescatchmentdeveloping worldempirical analysispredictionsurface waterAggregatesAnthraciteWater filtrationCoagulant concentrationDual mediaExpanded clayFilter columnsFiltration ratesFiltration systemsLow headOperating conditionP-valuesParticle numbersQualitative indicesTreatment plantsTurbidity removalTurbidity removal efficiencyTurbidityMehriaDamsDecision makingEngineering geologyGeomechanicsRock mechanicsRocksSlope stabilityAnalytical Hierarchy ProcessDam siteDecision making processDecision making supportEngineering geological investigationsGeomechancial characteristicsRock mass qualitiesRock-mass permeabilitydammarlpermeabilitysoft rockSite selectionActivated carbonAdsorptionAdsorption isothermsSol-gel processSol-gelsTitanium dioxide2 ,4-dichlorophenoxyacetic acid2 ,4-dichlorophenoxyacetic acid (2 ,4-D)Adsorption capacitiesAdsorption efficiencyAdsorption equilibriaInitial concentrationPseudo-first order kinetic modelZero-valent iron2,4 dichlorophenoxyacetic acidconcentration (composition)efficiency measurementexperimental studyiron nanoparticleoxidepollutant removalreaction kineticsIron oxidesElectric discharge machiningElectric dischargesElectrochemical cuttingGrain boundariesNickelNickel alloysScanning electron microscopySingle crystalsSuperalloysSurface analysisSurface defectsSurface roughnessCMSX-4Comparative evaluationsElectrochemical grindingElectrochemical machiningMachining ProcessNickel-based superalloysScanning electronsSurface integrityWire electrical discharge machiningWire electro-discharge machiningGrinding (machining)Data handlingElectrolytesEvolutionary algorithmsMachining centersSoft computingDifferential evolution algorithmsGroup method of data handlingMathematical equationsPareto based multi-objective optimizationsResponse surface methodologySoft computing methodsSurface roughness (Ra)Inverse problems