Land Use Transitions and Bamboo Based Livelihood Diversification in Karbi Anglong, Northeast India

Land use transitions in ecotonal regions of Northeast India illustrate the dynamic interaction between ecological resources, industrial demand, and livelihood change. This study examines three decades of land use and land cover (LULC) change in Karbi Anglong district, Assam, with a focus on bamboo-based systems. Multi-temporal satellite images (1993, 2014, and 2023/24) were classified using the Random Forest algorithm. The 2023/24 map, validated with 700 ground-truth samples, achieved 93.6% overall accuracy and a Kappa coefficient of 0.87. Results indicate three major phases: (i) 1993 – natural abundance, when bamboo was embedded in forest and shifting cultivation systems; (ii) 2014 – plantation expansion, driven by industrial demand and state subsidies, when bamboo became a dominant land cover (24.72%) at the expense of forests and jhum; and (iii) 2023/24 – post-mill diversification, characterized by stable bamboo cover (24.74%), expansion of rubber, tea, and arecanut, and growing built-up areas. These transitions highlight the role of industrial dependence in reshaping landscapes and livelihoods. The study underscores the need for integrated land use policies that balance forest conservation with livelihood diversification and sustain bamboo as both an ecological and cultural resource.

Authors

Institutions

Publication Details

Journal
Asian Journal of Geographical Research
Published
2025-09-26
DOI
https://doi.org/10.9734/ajgr/2025/v8i4318
Primary Topic
Bamboo properties and applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Land Use Transitions and Bamboo Based Livelihood Diversification in Karbi Anglong, Northeast India

Kiranmay Sarma, Laitpharlang Cajee, Rebecca Kramsapi
Asian Journal of Geographical Research
Bamboo properties and applications
article

Land Use Transitions and Bamboo Based Livelihood Diversification in Karbi Anglong, Northeast India

Kiranmay Sarma, Laitpharlang Cajee, Rebecca Kramsapi
article en

Abstract

Land use transitions in ecotonal regions of Northeast India illustrate the dynamic interaction between ecological resources, industrial demand, and livelihood change. This study examines three decades of land use and land cover (LULC) change in Karbi Anglong district, Assam, with a focus on bamboo-based systems. Multi-temporal satellite images (1993, 2014, and 2023/24) were classified using the Random Forest algorithm. The 2023/24 map, validated with 700 ground-truth samples, achieved 93.6% overall accuracy and a Kappa coefficient of 0.87. Results indicate three major phases: (i) 1993 – natural abundance, when bamboo was embedded in forest and shifting cultivation systems; (ii) 2014 – plantation expansion, driven by industrial demand and state subsidies, when bamboo became a dominant land cover (24.72%) at the expense of forests and jhum; and (iii) 2023/24 – post-mill diversification, characterized by stable bamboo cover (24.74%), expansion of rubber, tea, and arecanut, and growing built-up areas. These transitions highlight the role of industrial dependence in reshaping landscapes and livelihoods. The study underscores the need for integrated land use policies that balance forest conservation with livelihood diversification and sustain bamboo as both an ecological and cultural resource.

Asian Journal of Geographical ResearchVol. 8(4)
North Eastern Hill University (IN), North Eastern Space Applications Centre (IN)
Openalex Percentile: Top 81%
Bamboo properties and applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Land Use Transitions and Bamboo Based Livelihood Diversification in Karbi Anglong, Northeast India — Kiranmay Sarma, Laitpharlang Cajee, et al. · Asian Journal of Geographical Research (2025) | TGRS Research Map | TGRS