lesemeretselisitsoe/streamflow_climate-lesotho

Datasets and Jupter notebooks for MSc dissertation on forecasting streamflow in Lesotho # streamflow_forecasting_lesotho Datasets and Jupter notebooks for MSc dissertation on forecasting streamflow in Lesotho # monthly_Streamflow_forecating_in_the_Malibamats'o_river_basin This repository contains datasets and Jupyter notebooks supporting the MSc dissertation: **Forecasting Streramflow Dynamics in Lesotho using Machine Learning Methods** ## Repository Structure - `data/` – CSV datasets (monthly_rainfall, monthly_temperature, monthly_streamflow_original, monthly_streamflow_imputed, cleaned_processed_data_scenario4, cleaned_processed_data_scenario5, final_merged_dataset) - `notebooks/` – Jupyter notebooks for data cleaning, analysis, and modelling ## Data Coverage - Period: 2001–2017 - Temporal structure: Monthly datasets ## Methods Data-Driven methods utilised to predict monthly streamflow in the Malibamats'o river basin ## Author Retselisitsoe Johannes Leseme ## Access This repository is publicly accessible strictly for academic and research purposes.