1. Introduction 2. Background and Literature Review 2.1 Historical Perspective on Dye Removal 2.2 Properties of Methylene Blue 2.3 Impact on Drinking Water Quality 3. Chemical Treatment Methods 3.1 Coagulation and Flocculation 3.2 Oxidation Techniques 3.3 Adsorption Mechanisms 4. Biological Approaches 4.1 Microbial Degradation 4.2 Phytoremediation Strategies 4.3 Enzymatic Processes 5. Physical Treatment Technologies 5.1 Membrane Filtration Systems 5.2 Advanced Filtration Materials 5.3 Ultrasonic Techniques 6. Advanced Analytical Techniques 6.1 Spectroscopic Analysis Methods 6.2 Chromatographic Approaches 6.3 Electrochemical Techniques 7. Comparative Analysis 7.1 Efficiency of Treatment Methods 7.2 Cost Analysis of Implementations 7.3 Environmental Impacts 8. Case Studies and Applications 8.1 Industrial Case Studies 8.2 Pilot Plant Evaluations 8.3 Real-World Challenges 9. Conclusions and Future Research Directions
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