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1. Crop-Type-Classification-with-Random-Forest-and-Sentinel-2-Time-Series-in-Google-Earth-Engine Crop-Type-Classification-with-Random-Forest-and-Sentinel-2-Time-Series-in-Google-Earth-Engine Public

   Crop type classification with 10m spatial resolution using Random Forest Machine Learning Algorithm and time-series sentinel-2 images in Google Earth Engine Python API.

   Jupyter Notebook 4

2. Spatio-Temporal-Analysis-of-Armed-Clash-Events-and-Fatalities-in-Nigeria Spatio-Temporal-Analysis-of-Armed-Clash-Events-and-Fatalities-in-Nigeria Public

   Analysis of the trend of armed clash events perpetuated by terrorists, insurgents and militia groups and fatalities in Nigeria between 2010 and 2023, including multi-temporal views of two affected …

   QML 1

3. Flood-Extent-Mapping-And-Damage-Assessment-Tana-River-Kenya Flood-Extent-Mapping-And-Damage-Assessment-Tana-River-Kenya Public

   Flood extent mapping and damage assessment along the Tana River in Kenya during the April - May flooding in 2024.

   Jupyter Notebook 9 13

4. Land-Cover-Classification-Using-Machine-Learning-Algorithms-and-Multi-Source-Satellite-Images Land-Cover-Classification-Using-Machine-Learning-Algorithms-and-Multi-Source-Satellite-Images Public

   Assessed the performance of Random Forest (RF) and Support Vector Machines (SVM) machine learning algorithms for land cover classification in a predominant agricultural landscape using the fusion o…

   Jupyter Notebook 11 7

5. Housing-Prices-Prediction-Using-Random-Forests-And-Linear-Regression Housing-Prices-Prediction-Using-Random-Forests-And-Linear-Regression Public

   Prediction of housing prices using regression models.

   Jupyter Notebook