A survey of remote sensing-based aboveground biomass estimation methods in forest ecosystems
Remote sensing-based methods of aboveground biomass (AGB) estimation in forest
ecosystems have gained increased attention, and substantial research has been conducted …
ecosystems have gained increased attention, and substantial research has been conducted …
The potential and challenge of remote sensing‐based biomass estimation
D Lu - International journal of remote sensing, 2006 - Taylor & Francis
Remotely sensed data have become the primary source for biomass estimation. A summary
of previous research on remote sensing‐based biomass estimation approaches and a …
of previous research on remote sensing‐based biomass estimation approaches and a …
Improved estimation of rice aboveground biomass combining textural and spectral analysis of UAV imagery
Crop aboveground biomass (AGB) is one of the most important indicators in crop breeding
and crop management, and can be used for crop yield prediction. A number of vegetation …
and crop management, and can be used for crop yield prediction. A number of vegetation …
High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm
The saturation problem associated with the use of NDVI for biomass estimation in high
canopy density vegetation is a well known phenomenon. Recent field spectroscopy …
canopy density vegetation is a well known phenomenon. Recent field spectroscopy …
Improving forest aboveground biomass estimation using seasonal Landsat NDVI time-series
X Zhu, D Liu - ISPRS Journal of Photogrammetry and Remote …, 2015 - Elsevier
Spatially explicit knowledge of aboveground biomass (AGB) in large areas is important for
accurate carbon accounting. Landsat data have been widely used to provide efficient and …
accurate carbon accounting. Landsat data have been widely used to provide efficient and …
Estimating aboveground biomass using Sentinel-2 MSI data and ensemble algorithms for grassland in the Shengjin Lake Wetland, China
C Li, L Zhou, W Xu - Remote Sensing, 2021 - mdpi.com
Wetland vegetation aboveground biomass (AGB) directly indicates wetland ecosystem
health and is critical for water purification, carbon cycle, and biodiversity conservation …
health and is critical for water purification, carbon cycle, and biodiversity conservation …
Aboveground mangrove biomass estimation in Beibu Gulf using machine learning and UAV remote sensing
On the basis of canopy height variables, vegetation index, texture index, and laser point
cloud index measured with unmanned aerial vehicle (UAV) low altitude remote sensing, we …
cloud index measured with unmanned aerial vehicle (UAV) low altitude remote sensing, we …
Examining spectral reflectance saturation in Landsat imagery and corresponding solutions to improve forest aboveground biomass estimation
The data saturation problem in Landsat imagery is well recognized and is regarded as an
important factor resulting in inaccurate forest aboveground biomass (AGB) estimation …
important factor resulting in inaccurate forest aboveground biomass (AGB) estimation …
Influence of variable selection and forest type on forest aboveground biomass estimation using machine learning algorithms
Y Li, C Li, M Li, Z Liu - Forests, 2019 - mdpi.com
Forest biomass is a major store of carbon and plays a crucial role in the regional and global
carbon cycle. Accurate forest biomass assessment is important for monitoring and mapping …
carbon cycle. Accurate forest biomass assessment is important for monitoring and mapping …
Combining texture, color, and vegetation indices from fixed-wing UAS imagery to estimate wheat growth parameters using multivariate regression methods
Precision crop management in modern agriculture requires timely and effective acquisition
of crop growth information. Recently, unmanned aerial systems (UASs) have rapidly …
of crop growth information. Recently, unmanned aerial systems (UASs) have rapidly …