Nelvinebi / Utilizing-Machine-Learning-and-DSAS-to-Analyze-Historical-Trends-Forecast-Future-Shoreline-ChangeLinks
The dynamic nature of shoreline changes in the Niger Delta over 50 years (1974–2024) by leveraging satellite imagery and machine learning models. Historical satellite data (Landsat, Sentinel) were analyzed to identify trends in erosion and accretion. Machine learning techniques, including time-series analysis and predictive
☆4Updated 5 months ago
Alternatives and similar repositories for Utilizing-Machine-Learning-and-DSAS-to-Analyze-Historical-Trends-Forecast-Future-Shoreline-Change
Users that are interested in Utilizing-Machine-Learning-and-DSAS-to-Analyze-Historical-Trends-Forecast-Future-Shoreline-Change are comparing it to the libraries listed below
Sorting:
- ☆6Updated 3 months ago
- ☆6Updated 3 months ago
- ☆7Updated 3 months ago
- ☆6Updated 3 months ago
- ☆6Updated 3 months ago
- This project predicts chlorophyll-a concentrations in coastal waters using synthetic remote sensing reflectance data and machine learning…☆7Updated last month
- ☆7Updated 3 months ago
- ☆6Updated 3 months ago
- This project models fish catch using synthetic oceanographic data (temperature, salinity, chlorophyll) with linear regression. It generat…☆7Updated 2 months ago
- An AI-powered early warning system that detects environmental hazards using synthetic sensor data. Built with Streamlit and a Random Fore…☆7Updated last month
- ☆7Updated 3 months ago
- ☆7Updated 3 months ago
- ☆7Updated 3 months ago
- ☆6Updated 3 months ago
- ☆7Updated 3 months ago
- his project implements a Forest Fire Detection and Alert System using sensor data (temperature, humidity, and smoke levels) to monitor fo…☆4Updated 7 months ago
- This Python-based project leverages machine learning to predict air quality levels using synthetic pollutant data, simulating real-world …☆4Updated 7 months ago
- This project is a simple stock data pipeline that collects, processes, and performs analysis on live stock price data.☆4Updated 7 months ago
- ☆7Updated 3 months ago
- ☆7Updated 3 months ago
- This project uses Multi-Criteria Decision Analysis (MCDA) to assess and rank project sites based on environmental impact. It analyzes syn…☆7Updated last month
- ☆7Updated 3 months ago
- ☆7Updated 3 months ago
- ☆6Updated 3 months ago
- ☆6Updated 3 months ago
- This project focuses on assessing the health of mangrove ecosystems using satellite-derived vegetation indices, particularly the Normaliz…☆19Updated 2 months ago
- ☆7Updated 3 months ago
- This project simulates blue carbon habitat classification using synthetic NDVI and NDWI data, estimates associated carbon stocks, and vis…☆8Updated 2 months ago
- ☆7Updated 3 months ago
- ☆7Updated 3 months ago