Published on 01 January 2026 |
<b>Benchmarking Deep Learning Architectures for Forest Monitoring and Management: A Systematic Review</b>
View DatasetForkuo, Gabriel Osei
Description
A systematic review of 186 peer-reviewed studies (2011–2026) was conducted to evaluate how DL architectures—including 3D-Convolutional Neural Networks and Vision Transformers (ViTs)—transition from computational novelties to actionable ecotechnologies.
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Metrics Over Time
Publication Details
Keywords
Ecosystem functionConservation and biodiversityNatural resource managementWildlife and habitat managementEnvironmental assessment and monitoring