Bamboo Trade Dynamics: A Hybrid ARIMALSTM Forecasting Approach for Indias ExportImport Trends (20172025/26)
ARIMA; Bamboo Trade; Export-Import; India; LSTM; Sustainable Economy
Bamboo plays a dual role in Indias economy, serving as both an ecological safeguard and a driver of rural livelihoods. This paper examines bamboo exportimport flows between 2017 and 2025/26 using official trade statistics. A hybrid ARIMALSTM forecasting model is implemented to capture both linear and nonlinear patterns. Results demonstrate rising exports, stable imports, and higher predictive accuracy compared to ARIMA alone, confirming bamboos growing role in sustainable trade. The Author(s), under exclusive license to Springer Nature Switzerland AG 2026.
Singh, Nandini; Kumar, Pawan; George, Jossy P.
Lecture Notes in Networks and Systems;Volume;1872 LNNS;pp.151-160
Springer Science and Business Media Deutschland GmbH
Restricted Access; Hardcopy may be available in the library
https://doi.org/10.1007/978-3-032-19678-1_16 https://www.scopus.com/pages/publications/105038334881?origin=resultslist
Singh N., CHRIST (Deemed to Be University), Bangalore, India; Kumar P., CHRIST (Deemed to Be University), Bangalore, India; George J.P., CHRIST (Deemed to Be University), Bangalore, India