Nelvinebi / Deforestation-Detection-Using-Satellite-Imagery-Deep-LearningView external linksLinks
Deforestation Detection Using Satellite Imagery (Synthetic Data) generates and analyzes simulated RED/NIR reflectance and NDVI changes to classify land areas as deforested or not. It provides tabular datasets in Excel/CSV formats for testing machine learning and deep learning models without requiring real satellite imagery.
☆10Aug 16, 2025Updated 5 months ago
Alternatives and similar repositories for Deforestation-Detection-Using-Satellite-Imagery-Deep-Learning
Users that are interested in Deforestation-Detection-Using-Satellite-Imagery-Deep-Learning are comparing it to the libraries listed below
Sorting:
- This project models fish catch using synthetic oceanographic data (temperature, salinity, chlorophyll) with linear regression. It generat…☆10Sep 23, 2025Updated 4 months ago
- This project simulates spatial temperature data to detect Urban Heat Islands (UHIs). It identifies urban areas with significantly higher …☆11Oct 3, 2025Updated 4 months ago
- This project uses Multi-Criteria Decision Analysis (MCDA) to assess and rank project sites based on environmental impact. It analyzes syn…☆10Jan 2, 2026Updated last month
- This project predicts industrial emissions using regression models on synthetic data, enabling environmental monitoring, trend forecastin…☆10Sep 30, 2025Updated 4 months ago
- This project applies Machine Learning (XGBoost, Random Forest) and Deep Learning (LSTM) to predict the Water Quality Index (WQI) using sy…☆11Updated this week
- This project uses clustering algorithms on biodiversity data to identify and prioritize conservation hotspots. By grouping ecologically s…☆10Oct 3, 2025Updated 4 months ago
- This project predicts chlorophyll-a concentrations in coastal waters using synthetic remote sensing reflectance data and machine learning…☆11Updated this week
- This project applies machine learning to simulate and predict runoff from synthetic rainfall and hydrological data, enabling rainfall–run…☆12Updated this week
- Vehicle Emission Heatmap Dashboard for Smart Cities generates synthetic vehicle data and visualizes pollutant emissions (CO₂, NO₂, CO, PM…☆10Aug 18, 2025Updated 5 months ago
- This project analyzes the correlation between respiratory disease cases and Air Quality Index (AQI) using synthetic data, enabling insigh…☆10Sep 30, 2025Updated 4 months ago
- This project simulates geospatial analysis to assess land suitability for renewable energy sites using synthetic data. It evaluates solar…☆10Oct 3, 2025Updated 4 months ago
- This project applies machine learning to predict crop yield using synthetic remote sensing and weather data, showcasing how vegetation in…☆12Updated this week
- This project simulates blue carbon habitat classification using synthetic NDVI and NDWI data, estimates associated carbon stocks, and vis…☆12Updated this week
- Species Distribution Modeling with Environmental Variables (Synthetic Data) creates simulated environmental predictors and species occurr…☆10Aug 18, 2025Updated 5 months ago
- This project forecasts ocean current speeds using synthetic time series data and machine learning models. It demonstrates how lag-based f…☆10Jan 2, 2026Updated last month
- This project generates synthetic wildlife migration data and applies machine learning to predict future locations, enabling analysis and …☆10Sep 23, 2025Updated 4 months ago
- This project simulates mangrove forest health assessment using NDVI and NDWI indices derived from synthetic spectral data. It classifies …☆10Dec 22, 2025Updated last month
- This project simulates Land Surface Temperature (LST) mapping using synthetic MODIS data. It calculates LST from thermal bands and NDVI u…☆11Oct 3, 2025Updated 4 months ago
- An AI-powered early warning system that detects environmental hazards using synthetic sensor data. Built with Streamlit and a Random Fore…☆12Updated this week
- This project generates synthetic spatiotemporal PM2.5 and PM10 air quality data, visualizing pollution trends over time and space using P…☆10Sep 11, 2025Updated 5 months ago
- This project simulates and analyzes synthetic Sea Surface Temperature (SST) data to demonstrate climate study techniques, including trend…☆10Jan 2, 2026Updated last month
- This project uses synthetic data to predict landslide occurrences based on elevation (DEM), slope, rainfall, and soil type. A logistic re…☆11Oct 3, 2025Updated 4 months ago
- This study explores the influence of dam management practices and rainfall variability on flood patterns in the Niger Delta.☆35Jan 5, 2025Updated last year
- ☆36Apr 1, 2025Updated 10 months ago
- Task Duration Estimator in Python. This tool allows users to input tasks and estimate their duration using simple weighted averages based…☆39May 25, 2025Updated 8 months ago
- A complete, production-ready solution for renewable energy forecasting that handles real-world challenges like missing data and temporal …☆46Aug 25, 2025Updated 5 months ago
- This project implements an Automated ETL (Extract, Transform, Load) Pipeline that fetches daily weather data, processes it, and stores it…☆35Feb 9, 2025Updated last year
- This project provides a complete workflow for mapping, visualizing, and analyzing noise pollution levels in urban areas using geospatial …☆40May 5, 2025Updated 9 months ago
- This project demonstrates a real-time data pipeline designed for IoT sensors that monitor environmental conditions such as temperature an…☆35Feb 12, 2025Updated last year
- This project is a simple stock data pipeline that collects, processes, and performs analysis on live stock price data.☆46Dec 7, 2024Updated last year
- An AI-powered tool that converts meeting transcripts into concise, structured summaries, highlighting key decisions, action items, unreso…☆53Sep 16, 2025Updated 4 months ago
- The Climate Change Trend Analyzer by incorporating regional analyses and additional climate indicators. This will provide a more comprehe…☆42May 8, 2025Updated 9 months ago
- This project visualizes historical global temperature anomalies, helping to analyze temperature trends and identify significant deviation…☆30Dec 7, 2024Updated last year
- Gantt-Chart-Auto-Generation-from-Task-Descriptions is a tool that transforms plain task descriptions into structured Gantt charts, enabli…☆39Apr 5, 2025Updated 10 months ago
- Root-Cause-Analysis-Assistant helps identify, analyze, and resolve underlying issues in complex systems. It leverages data-driven insight…☆54Oct 3, 2025Updated 4 months ago
- Project-Complexity-Classification leverages machine learning to assess and categorize project complexity levels using structured and unst…☆53Sep 30, 2025Updated 4 months ago
- Project Phase Classification applies machine learning techniques to categorize project activities into distinct phases, supporting progre…☆49Aug 16, 2025Updated 5 months ago
- Project Schedule Adherence Dashboard is a web-based visualization tool designed to monitor project timelines, task completion progress, a…☆40May 18, 2025Updated 8 months ago
- An intelligent recommendation system that leverages machine learning to suggest optimal team members based on skills, expertise, and comp…☆40Apr 24, 2025Updated 9 months ago