This project uses geostatistics and machine learning to predict soil quality from synthetic environmental and soil data. It models a Soil Quality Index (SQI), evaluates prediction accuracy, and highlights key variables influencing soil health, offering insights for sustainable land and agricultural management.
☆10Feb 19, 2026Updated 2 weeks ago
Alternatives and similar repositories for Soil-Quality-Mapping-Using-Geostatistics-ML
Users that are interested in Soil-Quality-Mapping-Using-Geostatistics-ML are comparing it to the libraries listed below
Sorting:
- This project simulates Land Surface Temperature (LST) mapping using synthetic MODIS data. It calculates LST from thermal bands and NDVI u…☆12Feb 23, 2026Updated 2 weeks ago
- This project generates synthetic spatiotemporal PM2.5 and PM10 air quality data, visualizing pollution trends over time and space using P…☆11Feb 19, 2026Updated 2 weeks ago
- This project applies machine learning to predict crop yield using synthetic remote sensing and weather data, showcasing how vegetation in…☆13Mar 3, 2026Updated last week
- This project analyzes the correlation between respiratory disease cases and Air Quality Index (AQI) using synthetic data, enabling insigh…☆11Feb 23, 2026Updated 2 weeks ago
- Flood Susceptibility Mapping with Morphometric and ML Analysis uses synthetic DEM-derived morphometric features and machine learning to c…☆10Feb 17, 2026Updated 2 weeks ago
- This project applies Machine Learning (XGBoost, Random Forest) and Deep Learning (LSTM) to predict the Water Quality Index (WQI) using sy…☆14Feb 9, 2026Updated last month
- This project uses Multi-Criteria Decision Analysis (MCDA) to assess and rank project sites based on environmental impact. It analyzes syn…☆11Feb 27, 2026Updated last week
- This project uses clustering algorithms on biodiversity data to identify and prioritize conservation hotspots. By grouping ecologically s…☆11Feb 14, 2026Updated 3 weeks ago
- This project leverages GIS and machine learning to map groundwater contamination using synthetic data. It identifies spatial pollution tr…☆10Feb 23, 2026Updated 2 weeks ago
- This project simulates spatial temperature data to detect Urban Heat Islands (UHIs). It identifies urban areas with significantly higher …☆12Feb 26, 2026Updated last week
- This project analyzes synthetic climate data to study long-term trends in temperature anomalies, CO₂ concentration, and sea level rise. U…☆10Feb 22, 2026Updated 2 weeks ago
- This project simulates and analyzes synthetic Sea Surface Temperature (SST) data to demonstrate climate study techniques, including trend…☆11Feb 27, 2026Updated last week
- This project simulates NDVI-based land-use and land-cover change detection using synthetic data. It classifies areas into water, urban, a…☆10Feb 19, 2026Updated 2 weeks ago
- This project forecasts greenhouse gas emissions using ARIMA and LSTM models on synthetic data, enabling trend prediction and supporting e…☆10Feb 21, 2026Updated 2 weeks ago
- This project predicts chlorophyll-a concentrations in coastal waters using synthetic remote sensing reflectance data and machine learning…☆12Feb 9, 2026Updated last month
- Deforestation Detection Using Satellite Imagery (Synthetic Data) generates and analyzes simulated RED/NIR reflectance and NDVI changes to…☆11Feb 17, 2026Updated 2 weeks ago
- This project applies machine learning to simulate and predict runoff from synthetic rainfall and hydrological data, enabling rainfall–run…☆13Feb 10, 2026Updated last month
- This project simulates blue carbon habitat classification using synthetic NDVI and NDWI data, estimates associated carbon stocks, and vis…☆13Feb 10, 2026Updated last month
- Species Distribution Modeling with Environmental Variables (Synthetic Data) creates simulated environmental predictors and species occurr…☆11Feb 17, 2026Updated 2 weeks ago
- This project forecasts ocean current speeds using synthetic time series data and machine learning models. It demonstrates how lag-based f…☆11Feb 27, 2026Updated last week
- This project predicts industrial emissions using regression models on synthetic data, enabling environmental monitoring, trend forecastin…☆11Feb 22, 2026Updated 2 weeks ago
- Vehicle Emission Heatmap Dashboard for Smart Cities generates synthetic vehicle data and visualizes pollutant emissions (CO₂, NO₂, CO, PM…☆11Feb 17, 2026Updated 2 weeks ago
- This project models fish catch using synthetic oceanographic data (temperature, salinity, chlorophyll) with linear regression. It generat…☆11Feb 21, 2026Updated 2 weeks ago
- An AI-powered early warning system that detects environmental hazards using synthetic sensor data. Built with Streamlit and a Random Fore…☆13Feb 10, 2026Updated last month
- This project builds a machine learning model to estimate urban household carbon footprints using synthetic data. It analyzes energy use, …☆10Feb 19, 2026Updated 2 weeks ago
- This project uses synthetic data to predict landslide occurrences based on elevation (DEM), slope, rainfall, and soil type. A logistic re…☆12Feb 26, 2026Updated last week
- This project simulates geospatial analysis to assess land suitability for renewable energy sites using synthetic data. It evaluates solar…☆30Updated this week
- This project simulates mangrove forest health assessment using NDVI and NDWI indices derived from synthetic spectral data. It classifies …☆11Feb 26, 2026Updated last week
- This project generates synthetic wildlife migration data and applies machine learning to predict future locations, enabling analysis and …☆11Feb 21, 2026Updated 2 weeks ago
- ☆36Apr 1, 2025Updated 11 months ago
- A complete, production-ready solution for renewable energy forecasting that handles real-world challenges like missing data and temporal …☆47Aug 25, 2025Updated 6 months ago
- This project provides a complete workflow for mapping, visualizing, and analyzing noise pollution levels in urban areas using geospatial …☆40May 5, 2025Updated 10 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
- An AI-powered tool that converts meeting transcripts into concise, structured summaries, highlighting key decisions, action items, unreso…☆53Sep 16, 2025Updated 5 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
- Gantt-Chart-Auto-Generation-from-Task-Descriptions is a tool that transforms plain task descriptions into structured Gantt charts, enabli…☆39Apr 5, 2025Updated 11 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 9 months ago
- To detect budget overruns by comparing actual expenses against budgeted amounts, you can use the following Python function☆49Jul 27, 2025Updated 7 months ago
- Project Schedule Adherence Dashboard is a web-based visualization tool designed to monitor project timelines, task completion progress, a…☆40May 18, 2025Updated 9 months ago