Streamlit dashboard for crop mapping validation using survey points and NDVI
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Sep 20, 2025 - Python
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ndvi-analysis
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Contains cleaned data and analysis scripts for a multi‐site woodland restoration study, focusing on key indicators—microbial biomass carbon (µg/g), PLFA community, total organic carbon (TOC) and soil pH. It provides summary statistics, ANOVA tests and visualisation workflows to compare soil health and microbial dynamics across restoration ages.
python r jupyter-notebook group-project r-studio plfa woodlands restoration-ecology microbial-biomass ndvi-analysis woodland-restoration
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May 11, 2025 - Jupyter Notebook
NDVI-based vegetation change analysis in Tangerang Selatan, Indonesia, using Sentinel-2 data and Google Earth Engine (2019–2025). This project maps green space dynamics and identifies areas with significant vegetation increase or decrease.
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Jun 2, 2025 - Jupyter Notebook
Data analysis and object detection to assess Hurricane Maria's impact using NDVI analysis and YOLO modeling for disaster relief planning.
python machine-learning data-visualization object-detection geospatial-analysis hurricane-maria yolo-model ndvi-analysis disaster-impact-assessment sentinel-2-data
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Dec 6, 2024 - Jupyter Notebook
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