ItemConference Paper

Bamboo Trade Dynamics: A Hybrid ARIMALSTM Forecasting Approach for Indias ExportImport Trends (20172025/26)

Title
Bamboo Trade Dynamics: A Hybrid ARIMALSTM Forecasting Approach for Indias ExportImport Trends (20172025/26)
Creator
Singh, Nandini; Kumar, Pawan; George, Jossy P.
Description
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.
Source
Lecture Notes in Networks and Systems;Volume;1872 LNNS;pp.151-160
Date
01-01-2026
Publisher
Springer Science and Business Media Deutschland GmbH
Subject
ARIMA; Bamboo Trade; Export-Import; India; LSTM; Sustainable Economy
Coverage
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
Rights
Restricted Access; Hardcopy may be available in the library
Relation
ISSN: 23673370; ISBN: 978-303219677-4;
Format
online
Language
English
Type
Conference paper

Citation

Singh, Nandini; Kumar, Pawan; George, Jossy P., “Bamboo Trade Dynamics: A Hybrid ARIMALSTM Forecasting Approach for Indias ExportImport Trends (20172025/26),” CHRIST (Deemed To Be University) Institutional Repository, accessed June 18, 2026, https://archives.christuniversity.in/items/show/25406.

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