Skip to content
SmartEarth Solutions

Publications

Research Behind Our Innovation

SmartEarth Solutions is built on rigorous peer-reviewed scientific research. Every system we develop is grounded in evidence, validated in the field, and published in leading international journals. Our research spans artificial intelligence, deep learning, forest fire prediction, remote sensing, and climate resilience.

  • 2026Climate Services

    Assessing Task-Technology Fit of Deep Learning for Forest Fire Prediction in Tanzania

    DOI: 10.1016/j.cliser.2026.100692View Publication
  • 2025Journal of Sustainable Forestry

    Deep Learning Models for Forest Fire Prediction: Insights into Feature Selection for Climate-Resilient Forestry

    DOI: 10.1080/10549811.2025.2589352View Publication
  • 2025Remote Sensing Applications: Society and Environment

    Comparative Analysis of CNN Architectures for Satellite-Based Forest Fire Detection: A Mobile-Friendly Approach Using Sentinel-2 Imagery

    DOI: 10.1016/j.rsase.2025.101739View Publication
  • 2024Natural Hazards Research

    Deep Learning Models for Enhanced Forest-Fire Prediction at Mount Kilimanjaro, Tanzania: Integrating Satellite Images, Weather Data and Human Activities Data

    DOI: 10.1016/j.nhres.2024.12.001View Publication
  • 2024IEEE Access

    Application of Deep Learning in Forest Fire Prediction: A Systematic Review

    DOI: 10.1109/ACCESS.2024.3515215View Publication