Spatial Distribution of Forest Biomass in the Terai Region of Nepal

Name: Spatial Distribution of Forest Biomass in the Terai Region of Nepal
Brand: LAP LAMBERT Academic Publishing
Availability: OutOfStock
Rating: 5 (1 reviews)

By K. C., Yam Bahadur

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Description

Forests play a vital role in global carbon cycles, necessitating accurate above-ground biomass (AGB) estimation for climate strategies. This study focuses on Nepal's Central Terai, integrating airborne LiDAR, field inventory, and multisource satellite imagery (PlanetScope, Sentinel-2) for AGB estimation. LiDAR data (32 metrics) and field measurements (110 plots) were used, with Random Forest (RF) outperforming stepwise linear regression (R² = 0.85, RMSE = 60.9 ton/ha). Further integration with Sentinel-2 improved accuracy (R² = 0.92, RMSE = 44.58 ton/ha). AGB distribution was influenced by climate, topography, and human activity, with land use, temperature, and precipitation explaining 64% of variability. Higher AGB was linked to moderate climate conditions, elevation, and river proximity, while roads negatively impacted biomass. The study highlights LiDAR's utility, machine learning's role in enhancing AGB estimation, and the need for integrated remote sensing approaches for sustainable forest management and climate adaptation in biodiversity-rich regions.

Product details

Binding:: Paperback
Number of Pages:: 160
Release Date:: 2025-07-04
Publication Date:: 2025-07-04
Publisher:: LAP LAMBERT Academic Publishing
Languages:: Original: English
ISBN10:: 620844067X
ISBN13:: 9786208440671
GPSR Manufacturer Reference:: [email protected]
Weight:: 256 g
Height:: 150 cm
Width:: 220 cm
Thickness:: 10 cm

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