Coastline Prediction using Climate Models

Environmental Scienc coastline prediction climate models
Coastline Prediction using Climate Models

Coastline Prediction using Climate Models

Develop coastline change prediction models using MATLAB's climate and image processing toolboxes. This project analyzes historical satellite imagery to forecast erosion patterns under different climate scenarios. The tutorial covers shoreline detection algorithms, multivariate regression of environmental factors, and uncertainty quantification in long-term predictions. Learn to process Landsat/Sentinel data, integrate tidal and storm surge models, and visualize results with geospatial mapping tools. Includes case studies demonstrating 90% prediction accuracy for 5-year coastal changes, with adaptable models for different geological settings.

Build air quality prediction systems using MATLAB's Regression Learner and Time Series Toolboxes

Build air quality prediction systems using MATLAB's Regression Learner and Time Series Toolboxes. This project develops machine learning models for PM2.5 and ozone forecasting using meteorological and pollution data. Learn to handle spatial-temporal correlations, feature selection from sensor networks, and uncertainty quantification. Includes complete wo.....

Build air quality pr PM2.5 forecasting ozone prediction

Fuzzy Logic Control for Nonlinear Systems

Implement fuzzy logic controllers for nonlinear systems using MATLAB's Fuzzy Logic Toolbox. This project demonstrates applications in robotics, industrial automation, and complex process control. The tutorial covers membership function design, rule base optimization, and adap.....

Control Systems fuzzy logic MATLAB control systems

Adaptive Cruise Control System Design

Develop adaptive cruise control (ACC) systems using MATLAB's Automated Driving and Sensor Fusion Toolboxes. This project implements radar-camera fusion algorithms for vehicle following in dynamic traffic. The tutorial covers object tracking, safety distance calculation, and s.....

Automotive AI adaptive cruise control MATLAB automotive