WSF-Bench: A regime-aware benchmarking framework for sustainable monitoring of wood-related production and trade systems
Yazarlar (1)
Dr. Öğr. Üyesi Hakan AYDOĞAN Kastamonu Üniversitesi, Türkiye
| Makale Türü | Özgün Makale (SSCI, AHCI, SCI, SCI-Exp dergilerinde yayınlanan tam makale) | ||
| Dergi Adı | Journal of Cleaner Production (Q1) | ||
| Dergi ISSN | 0959-6526 Dergi Bilgileri (2026) | ||
| Dergi Tarandığı Indeksler | SCI-Expanded | ||
| Makale Dili | İngilizce | Basım Tarihi | 07-2026 |
| Kabul Tarihi | 08-07-2026 | Yayınlanma Tarihi | – |
| Cilt / Sayı / Sayfa | 571 / 1 / 148778–0 | DOI | 10.1016/j.jclepro.2026.148778 |
| Makale Linki | https://doi.org/10.1016/j.jclepro.2026.148778 | ||
| UAK Araştırma Alanları |
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| Özet |
| Short-horizon forecasting is increasingly important for cleaner-production and resilience-oriented monitoring in forest-based value chains, where production capacity, trade flows, and procurement decisions can change rapidly under structural disruption. However, existing forecasting studies in wood-related sectors are mostly application-specific and rarely test whether model rankings remain stable across production and trade tasks, official-data coverage constraints, and pre-shock, shock, and post-shock regimes. This study develops WSF-Bench, a regime-aware benchmarking framework for monthly monitoring of wood-related production and trade systems in Europe. The framework uses Eurostat short-term industrial production indices for wood products and furniture manufacturing, Comext wooden-furniture export and import data, and annual forestry-related anchors to evaluate one-step-ahead forecasts for 12 … |
| Anahtar Kelimeler |
| Pooled LightGBM | Predictive decision support | Resilient monitoring | Structural change | Sustainable manufacturing | Wood-related value chains |
Science Direct
WSF-Bench: A regime-aware benchmarking framework for sustainable monitoring of wood-related production and trade systems
BM Sürdürülebilir Kalkınma Amaçları
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| Google Scholar | 1 |