Modeling of aboveground biomass with Landsat 8 OLI and machine learning in temperate forests

PM López-Serrano, JL Cárdenas Domínguez… - Forests, 2019 - mdpi.com
An accurate estimation of forests' aboveground biomass (AGB) is required because of its
relevance to the carbon cycle, and because of its economic and ecological importance. The …

Carbon sinks and tropical forest biomass estimation: a review on role of remote sensing in aboveground-biomass modelling

NA Mohd Zaki, Z Abd Latif - Geocarto International, 2017 - Taylor & Francis
Tropical forest embraces a large stock of carbon and contributes to the enormous amount of
above-and below-ground biomass and the global carbon cycle. The carbon kept in the …

Estimating tree height and diameter at breast height (DBH) from digital surface models and orthophotos obtained with an unmanned aerial system for a Japanese …

K Iizuka, T Yonehara, M Itoh, Y Kosugi - Remote sensing, 2017 - mdpi.com
Methods for accurately measuring biophysical parameters are a key component for
quantitative evaluation regarding to various forest applications. Conventional in situ …

Estimating above-ground biomass in sub-tropical buffer zone community forests, Nepal, using Sentinel 2 data

S Pandit, S Tsuyuki, T Dube - Remote Sensing, 2018 - mdpi.com
Accurate assessment of above-ground biomass (AGB) is important for the sustainable
management of forests, especially buffer zone (areas within the protected area, where …

Machine learning prediction of above-ground biomass in pure Calabrian pine (Pinus brutia Ten.) stands of the Mediterranean region, Türkiye

S Bulut - Ecological Informatics, 2023 - Elsevier
Above-ground biomass (AGB) is an important component for identifying carbon stocks,
monitoring the impacts of climate change, and evaluating merchantable timber. Accurate …

Retrieving aboveground biomass of wetland Phragmites australis (common reed) using a combination of airborne discrete-return LiDAR and hyperspectral data

S Luo, C Wang, X **, F Pan, M Qian, D Peng… - International journal of …, 2017 - Elsevier
Wetland biomass is essential for monitoring the stability and productivity of wetland
ecosystems. Conventional field methods to measure or estimate wetland biomass are …

[HTML][HTML] Estimating forest aboveground biomass using small-footprint full-waveform airborne LiDAR data

S Luo, C Wang, X **, S Nie, X Fan, H Chen… - International Journal of …, 2019 - Elsevier
Forest biomass is a key biophysical parameter for climate change, ecological modeling and
forest management. Compared with discrete-return LiDAR data, full-waveform LiDAR data …

A consumer grade UAV-based framework to estimate structural attributes of coppice and high oak forest stands in semi-arid regions

A Fakhri, H Latifi - Remote Sensing, 2021 - mdpi.com
Semi-arid tree covers, in both high and coppice growth forms, play an essential role in
protecting water and soil resources and provides multiple ecosystem services across fragile …

Landscape-scale aboveground biomass estimation in buffer zone community forests of central Nepal: Coupling in situ measurements with Landsat 8 satellite data

S Pandit, S Tsuyuki, T Dube - Remote Sensing, 2018 - mdpi.com
Knowledge of forest productivity status is an important indicator of the amount of biomass
accumulated and the role of terrestrial ecosystems in the carbon cycle. However, accurate …

Estimation of Above-Ground Forest Biomass in Nepal by the Use of Airborne LiDAR, and Forest Inventory Data

YB Kc, Q Liu, P Saud, D Gaire, H Adhikari - Land, 2024 - mdpi.com
Forests play a significant role in sequestering carbon and regulating the global carbon and
energy cycles. Accurately estimating forest biomass is crucial for understanding carbon …