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Jupyter Sandbox for Civil Engineering: Toward a Sustainable World
1.0 Biochemical Oxygen Demand (BOD) Modeling
1.1 Stream Water Quality – Streeter-Phelps Model
1.2 Chemical Reactor Performance and Design
1.3 Lake Water Quality
1.4 Stream Water Quality – Sediment and Nutrient
1.5 Air Quality – Indoor Air Quality based on CSTR
1.6 Air Quality – Gaussian Plume Dispersion
2.0 SpatioTemporal Disaggregation of Rainfall/Runoff
2.1 Rainfall Frequency & Runoff Estimation (NOAA, SCS-CN, Rational)
2.2 Drought Indices and Analysis
2.3 Soil Hydrology – Infiltration
2.4 Extreme Value Distribution and Model Selection
2.5 Eco-Hydraulics - Habitat Suitabiltiy Index
2.6 Groundwater Hydrology - Aquifer
2.7 Sediment erosion
3.0 Pipe Hydraulics – Design
3.1 Open Channel Hydraulics – Normal & Critical Flow
3.2 Gradually Varied Flow – Standard and DirectStep
3.3 RiverHydraulics – Normal & Critical Flow
3.4 Structure – Seepage Analysis
3.5 Flow Over Broad-Crested Weirs
3.6 Weir Notches and Discharge Relationships
3.7 Structure – Energy Dissipator
3.8 Culvert Design Principles and Calculations
Chapter 3 Hydraulics: Hydraulic Pumps
3.10 Design of Stromwater Drain
3.11 Channel Design- Rigid and Mobile
3.12 Structure - Gravity Dam
3.13 Structure - Arch Dam
4.0 USCS Soil Classification Toolkit
4.1 Particle Size Distribution – Lab Tool
4.2 Atterberts limts test – Lab Tool
4.3 Lab and Field Density test – Lab Tool
4.4 Soil permeability test – Lab Tool
4.5 Soil Strength Triaxial Test – Lab Tool
4.6 1D Consolidation – Lab Tool
4.7 1D Consolidation Analysis
4.8 Foundation Design Essentials
4.9 Deep Foundation Design- Piles
4.10 Retaining wall Design
4.11 Slope Stability Analysis
5.0 Wave Kinematics – Airy Wave Theory
5.1 Wave Kinematics – Nonlinear Wave Theory
5.2 Coastal Waves – Breaking waves
5.3 Coastal Waves- Transformation I
5.4 Coastal Waves- Transformation II
5.5 Coastal Waves - Oscillation
5.6 Coastal Wave- Wind wave
5.7 Wave Analysis – Tidal Waves
5.8 Sediment Transport – Longshore
5.9 Sediment Transport - Crossshore Transport
5.10 Sediment Transport – Beach Profile
5.11 Empirical Wave Run-Up Estimation
5.12 Depth of Closure – Multimodel Estimation
5.13 Sea Level Rise and Variability
5.14 Coastal Structures – Breakwater Design
5.15 Coastal Structure - Detached Breakwater
5.16 Coastal Structure – Non-Breakwaves
5.17 Coastal Structure – Breaking Waves
5.18 Pile Force Estimation – Morrison Equation
6.0 Engineering Sustainabilty - Watersupply
6.1 Engineering Sustainabilty- Landscapewater
6.2 Engineering Sustainabilty- Stormwater
6.3 Engineering Sustainabilty- Carbon Emission
6.5 Potential Evapotranspiration
6.6 Solar Energy and Building Orientation
6.8 Window Transmittance Analysis
6.9 Engineering Sustainabilty- Concrete
6.10 Engineering Sustainabilty- Foundation
6.11 Engineering Sustainabilty - LCA Analysis
6.12 Environmental Sustainability - Biogeochemical Cycles
6.13 Environmental Sustainability - Carbonate Cycle
6.14 Environmental Sustainability- Renewal Energy
7.0 Remote Pilot and Drone- Components
7.1 Remote Pilot and Drone- Flight performance
7.2 Remote Pilot and Drone- GIS
7.3 Remote Pilot and Drone- Remote Sensing
7.4 Remote Pilot and Drone- Photogrammetry
7.5 Remote Pilot and Drone- Part 107 Test
🔢 Number Systems Overview
💻 Basics of Computer Information Systems
🧠 Programming Language Comparison
📚 Classic Data Structures: Definitions, Diagrams, and Trade-offs
🧮 Sorting Algorithms: Concepts, Comparisons, and Curiosities
🔍 Search Algorithms in Computer Science
🔌 Logic Gates Overview
SQL command
🧠 Database Administration Learning Module
🛡️ Cybersecurity Fundamentals Learning Module
🌐 Computer Networks: Overview and Analysis
📊 Sampling and Descriptive Statistics
🧠 ETL: Extract, Transform, Load – Foundation of Data-Driven Intelligence
🧠 Data Modeling: Concepts and Types
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