Enhancing climate resilience: A data-driven north rift weather prediction system for real-time forecasting and agricultural decision support

Enhancing climate resilience: A data-driven north rift weather prediction system for real-time forecasting and agricultural decision support

This study presents the development and integration of predictive models for the Normalized Difference Vegetation Index (NDVI) and Bare Soil Index (BSI) using the XGBoost algorithm within the North Rift Weather Prediction System (NRWPS) to enhance ecosystem monitoring in Kenya's North Rift regi...

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Bibliographic Details
Main Authors: John W. Makokha, Peter W. Barasa, Geoffrey W. Khamala
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Heliyon
Subjects:
North rift
Climate resilience
Data-driven
Weather prediction
Real-time forecasting and agricultural decision support
North rift weather prediction system
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844025009296
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