LGTD: Local-Global Trend Decomposition for Season-Length-Free Time Series Analysis. - Chotanansub Sophaken; Thanadej Rattanakornphan; Piyanon Charoenpoonpanich; Thanapol Phungtua-Eng; Chainarong Amornbunchornvej (CoRR, 2026)