pchukwuemeka424 / Spatiotemporal-Mapping-of-Oil-Spills-in-the-Niger-DeltaLinks
Use Landsat imagery and spectral indices (e.g., SAVI, GNDVI) to detect oil spills across time. Implement unsupervised classification and spatial statistics in QGIS or GEE. Validate results with ground-truth observations.
☆49Updated 8 months ago
Alternatives and similar repositories for Spatiotemporal-Mapping-of-Oil-Spills-in-the-Niger-Delta
Users that are interested in Spatiotemporal-Mapping-of-Oil-Spills-in-the-Niger-Delta are comparing it to the libraries listed below
Sorting:
- The Citizen Complaint Categorization in Environmental Agencies" project generates synthetic environmental complaint data and trains a mac…☆49Updated 5 months ago
- Use multi-temporal shoreline datasets and CNN/RNN for erosion prediction.☆55Updated 4 months ago
- Real-time forest fire detection using satellite data (MODIS, VIIRS) and CNN-based classification.☆32Updated 8 months ago
- Semi-automated change detection tool using PCA + supervised ML classifiers.☆37Updated 8 months ago
- ☆43Updated last year
- pchukwuemeka424 / Utilizing-Machine-Learning-and-DSAS-to-Analyze-Historical-Trends-Forecast-Future-Shoreline-ChangeThe dynamic nature of forecasting shoreline changes in the Niger Delta over 50 years (1974–2024) by leveraging satellite imagery and mac…☆35Updated 10 months ago
- Object detection model to identify and classify waste dump sites in urban areas.☆37Updated 8 months ago
- pchukwuemeka424 / Hybrid-Machine-Learning-Framework-for-Water-Quality-Assessment-and-Contamination-ClusteringHybrid Machine Learning Framework for Water Quality Assessment and Contamination Clustering in the Niger Delta☆35Updated 9 months ago
- A natural language processing project that classifies weather report text sentiment as positive, neutral, or negative, helping analyze em…☆49Updated 5 months ago
- Build a robust NLP pipeline that classifies news articles as real or fake using a fine-tuned BERT model. Use a labeled dataset (LIAR or K…☆48Updated 8 months ago
- This project uses synthetic environmental data and AI to track progress toward Sustainable Development Goals (SDGs). It computes a compos…☆55Updated 4 months ago
- MSC PROJECT☆43Updated last year
- ☆36Updated 8 months ago
- ☆60Updated 3 months ago
- ☆42Updated 5 months ago
- ☆52Updated 8 months ago
- Heavy-Metal-Prediction-in-Groundwater generates synthetic groundwater quality data and applies machine learning to predict heavy metal co…☆46Updated 5 months ago
- A synthetic machine learning pipeline for forecasting agricultural yields under climate change. It integrates climate, soil, management, …☆57Updated 4 months ago
- Build a model that predicts AQI using historical and real-time pollution data.☆35Updated 8 months ago
- Create a script that uses Nmap to scan IP ranges and parse results for vulnerabilities. Add reporting to CSV or HTML and email notificati…☆36Updated 8 months ago
- This Python-based project leverages machine learning to predict air quality levels using synthetic pollutant data, simulating real-world …☆34Updated 10 months ago
- ☆38Updated 11 months ago
- ediPredict Nigeria is an innovative healthcare solution that uses advanced machine learning algorithms to identify possible diseases base…☆50Updated 8 months ago
- Use GEE + ML to identify optimal locations for utility-scale solar farms in West Africa.☆32Updated 8 months ago
- This project maps Urban Heat Islands using synthetic thermal imagery and machine learning in Google Earth Engine. It generates over 100 s…☆55Updated 4 months ago
- This project creates an interactive heatmap to visualize CO₂ emissions from power plants using geospatial data. It helps identify high-em…☆49Updated 7 months ago
- Use the Elastic Stack to ingest and visualize logs. Apply machine learning for anomaly detection using unsupervised learning or Kibana al…☆43Updated 8 months ago
- NLP model analyzing climate policy documents for actionability and effectiveness.☆38Updated 8 months ago
- ☆36Updated last month
- This project compares Kriging and Random Forest machine learning for spatial interpolation of rainfall using synthetic data in Google Ear…☆50Updated 5 months ago