Optimal Combination of Predictors and Algorithms for Forest Above-Ground Biomass Mapping from Sentinel and SRTM Data

Estimating and mapping forest biomass using regression models and Spot-6 images (case study: Hyrcanian forests of north of Iran)

(2018) Mohadeseh Ghanbari Motlagh et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Mapping boreal forest biomass from a SRTM and TanDEM-X based on canopy height model and Landsat spectral indices

(2018) Yaser Sadeghi et al.   International Journal of Applied Earth Observation and Geoinformation

Exploiting the capabilities of the Sentinel-2 multi spectral instrument for predicting growing stock volume in forest ecosystems

(2018) Matteo Mura et al.   International Journal of Applied Earth Observation and Geoinformation

A remote sensing-based model of tidal marsh aboveground carbon stocks for the conterminous United States

(2018) Kristin B. Byrd et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Above-ground biomass prediction by Sentinel-1 multitemporal data in central Italy with integration of ALOS2 and Sentinel-2 data

(2018) Gaia Vaglio Laurin et al.   Journal of Applied Remote Sensing

Potential value of combining ALOS PALSAR and Landsat-derived tree cover data for forest biomass retrieval in Madagascar

(2018) Dinh Ho Tong Minh et al.   REMOTE SENSING OF ENVIRONMENT

Utility of multitemporal lidar for forest and carbon monitoring: Tree growth, biomass dynamics, and carbon flux

(2018) Kaiguang Zhao et al.   REMOTE SENSING OF ENVIRONMENT

Combining UAV and Sentinel-2 auxiliary data for forest growing stock volume estimation through hierarchical model-based inference

(2018) Stefano Puliti et al.   REMOTE SENSING OF ENVIRONMENT

The Potential of Multisource Remote Sensing for Mapping the Biomass of a Degraded Amazonian Forest

(2018) Clément Bourgoin et al.   Forests

A Comparison of Regression Techniques for Estimation of Above-Ground Winter Wheat Biomass Using Near-Surface Spectroscopy

(2018) Jibo Yue et al.   Remote Sensing

Estimating Above-Ground Biomass in Sub-Tropical Buffer Zone Community Forests, Nepal, Using Sentinel 2 Data

(2018) Santa Pandit et al.   Remote Sensing

SAR-Based Estimation of Above-Ground Biomass and Its Changes in Tropical Forests of Kalimantan Using L- and C-Band

(2018) Anna Berninger et al.   Remote Sensing

Comparative Analysis of Modeling Algorithms for Forest Aboveground Biomass Estimation in a Subtropical Region

(2018) Yukun Gao et al.   Remote Sensing

Estimation of Forest Above-Ground Biomass by Geographically Weighted Regression and Machine Learning with Sentinel Imagery

(2018) Lin Chen et al.   Forests

Integration of multi-resource remotely sensed data and allometric models for forest aboveground biomass estimation in China

(2018) Huabing Huang et al.   REMOTE SENSING OF ENVIRONMENT

Estimating aboveground biomass of broadleaf, needleleaf, and mixed forests in Northeastern China through analysis of 25-m ALOS/PALSAR mosaic data

(2017) Jun Ma et al.   FOREST ECOLOGY AND MANAGEMENT

Tree size thresholds produce biased estimates of forest biomass dynamics

(2017) Eric B. Searle et al.   FOREST ECOLOGY AND MANAGEMENT

Stacked Sparse Autoencoder Modeling Using the Synergy of Airborne LiDAR and Satellite Optical and SAR Data to Map Forest Above-Ground Biomass

(2017) Zhenfeng Shao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Estimation and mapping of above-ground biomass of mangrove forests and their replacement land uses in the Philippines using Sentinel imagery

(2017) Jose Alan A. Castillo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Above-ground biomass is driven by mass-ratio effects and stand structural attributes in a temperate deciduous forest

(2017) Alexander T. Fotis et al.   JOURNAL OF ECOLOGY

Unexpectedly large impact of forest management and grazing on global vegetation biomass

(2017) Karl-Heinz Erb et al.   NATURE

Optimizing spaceborne LiDAR and very high resolution optical sensor parameters for biomass estimation at ICESat/GLAS footprint level using regression algorithms

(2017) P Dhanda et al.   PROGRESS IN PHYSICAL GEOGRAPHY

The potential of multifrequency SAR images for estimating forest biomass in Mediterranean areas

(2017) Emanuele Santi et al.   REMOTE SENSING OF ENVIRONMENT

Assessing the relationships between growing stock volume and Sentinel-2 imagery in a Mediterranean forest ecosystem

(2017) Irene Chrysafis et al.   Remote Sensing Letters

Estimation of winter wheat crop growth parameters using time series Sentinel-1A SAR data

(2017) P. Kumar et al.   Geocarto International

Comparison and Evaluation of Three Methods for Estimating Forest above Ground Biomass Using TM and GLAS Data

(2017) Kaili Liu et al.   Remote Sensing

Using nonparametric modeling approaches and remote sensing imagery to estimate ecological welfare forest biomass

(2017) Chaofan Wu et al.   JOURNAL OF FORESTRY RESEARCH

Comparing Modeling Methods for Predicting Forest Attributes Using LiDAR Metrics and Ground Measurements

(2016) Joonghoon Shin et al.   CANADIAN JOURNAL OF REMOTE SENSING

A Comparison of Machine Learning Techniques Applied to Landsat-5 TM Spectral Data for Biomass Estimation

(2016) Pablito M. López-Serrano et al.   CANADIAN JOURNAL OF REMOTE SENSING

Forest aboveground biomass estimation in Zhejiang Province using the integration of Landsat TM and ALOS PALSAR data

(2016) Panpan Zhao et al.   International Journal of Applied Earth Observation and Geoinformation

Estimation of Forest Biomass Using Multivariate Relevance Vector Regression

(2016) Alireza Sharifi et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

The decadal state of the terrestrial carbon cycle: Global retrievals of terrestrial carbon allocation, pools, and residence times

(2016) A. Anthony Bloom et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Discrimination of tropical forest types, dominant species, and mapping of functional guilds by hyperspectral and simulated multispectral Sentinel-2 data

(2016) Gaia Vaglio Laurin et al.   REMOTE SENSING OF ENVIRONMENT

Estimating maize biomass and yield over large areas using high spatial and temporal resolution Sentinel-2 like remote sensing data

(2016) Marjorie Battude et al.   REMOTE SENSING OF ENVIRONMENT

Spatial distribution of forest aboveground biomass in China: Estimation through combination of spaceborne lidar, optical imagery, and forest inventory data

(2016) Yanjun Su et al.   REMOTE SENSING OF ENVIRONMENT

The potential of Sentinel-2 data for estimating biophysical variables in a boreal forest: a simulation study

(2016) Titta Majasalmi et al.   Remote Sensing Letters

Potential of ALOS2 and NDVI to Estimate Forest Above-Ground Biomass, and Comparison with Lidar-Derived Estimates

(2016) Gaia Vaglio Laurin et al.   Remote Sensing

Examining Spectral Reflectance Saturation in Landsat Imagery and Corresponding Solutions to Improve Forest Aboveground Biomass Estimation

(2016) Panpan Zhao et al.   Remote Sensing

Comparing Modeling Methods for Predicting Forest Attributes Using LiDAR Metrics and Ground Measurements

(2016) Joonghoon Shin et al.   CANADIAN JOURNAL OF REMOTE SENSING

A Comparison of Machine Learning Techniques Applied to Landsat-5 TM Spectral Data for Biomass Estimation

(2016) Pablito M. López-Serrano et al.   CANADIAN JOURNAL OF REMOTE SENSING

Topographic and biotic factors determine forest biomass spatial distribution in a subtropical mountain moist forest

(2015) Yaozhan Xu et al.   FOREST ECOLOGY AND MANAGEMENT

Examining the potential of Sentinel-2 MSI spectral resolution in quantifying above ground biomass across different fertilizer treatments

(2015) Mbulisi Sibanda et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The uncertainty of biomass estimates from modeled ICESat-2 returns across a boreal forest gradient

(2015) P.M. Montesano et al.   REMOTE SENSING OF ENVIRONMENT

Uncertainty of remotely sensed aboveground biomass over an African tropical forest: Propagating errors from trees to plots to pixels

(2015) Qi Chen et al.   REMOTE SENSING OF ENVIRONMENT

Application of Neural Networks for the retrieval of forest woody volume from SAR multifrequency data at L and C bands

(2015) Emanuele Santi et al.   European Journal of Remote Sensing

L-Band SAR Backscatter Related to Forest Cover, Height and Aboveground Biomass at Multiple Spatial Scales across Denmark

(2015) Neha Joshi et al.   Remote Sensing

Above ground biomass estimation in an African tropical forest with lidar and hyperspectral data

(2014) Gaia Vaglio Laurin et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimation of forest aboveground biomass in California using canopy height and leaf area index estimated from satellite data

(2014) Gong Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of sensor types and environmental controls on mapping biomass of coastal marsh emergent vegetation

(2014) Kristin B. Byrd et al.   REMOTE SENSING OF ENVIRONMENT

Importance of sample size, data type and prediction method for remote sensing-based estimations of aboveground forest biomass

(2014) F.E. Fassnacht et al.   REMOTE SENSING OF ENVIRONMENT

On the Semi-Automatic Retrieval of Biophysical Parameters Based on Spectral Index Optimization

(2014) Juan Rivera et al.   Remote Sensing

Improving the Estimation of Above Ground Biomass Using Dual Polarimetric PALSAR and ETM+ Data in the Hyrcanian Mountain Forest (Iran)

(2014) Sara Attarchi et al.   Remote Sensing

Carbon stock and density of northern boreal and temperate forests

(2013) Martin Thurner et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Empirical Estimation of Leaf Chlorophyll Density in Winter Wheat Canopies Using Sentinel-2 Spectral Resolution

(2013) Massimo Vincini et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A simulation approach for accuracy assessment of two-phase post-stratified estimation in large-area LiDAR biomass surveys

(2013) Liviu Theodor Ene et al.   REMOTE SENSING OF ENVIRONMENT

Modifying geographically weighted regression for estimating aboveground biomass in tropical rainforests by multispectral remote sensing data

(2012) Pavel Propastin   International Journal of Applied Earth Observation and Geoinformation

Sentinels for science: Potential of Sentinel-1, -2, and -3 missions for scientific observations of ocean, cryosphere, and land

(2012) Zbyněk Malenovský et al.   REMOTE SENSING OF ENVIRONMENT

GMES Sentinel-1 mission

(2012) Ramon Torres et al.   REMOTE SENSING OF ENVIRONMENT

Estimated carbon dioxide emissions from tropical deforestation improved by carbon-density maps

(2012) A. Baccini et al.   Nature Climate Change

Benchmark map of forest carbon stocks in tropical regions across three continents

(2011) S. S. Saatchi et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Forest biomass mapping from lidar and radar synergies

(2011) Guoqing Sun et al.   REMOTE SENSING OF ENVIRONMENT

Improved forest biomass estimates using ALOS AVNIR-2 texture indices

(2011) Latifur Rahman Sarker et al.   REMOTE SENSING OF ENVIRONMENT

Capabilities and limitations of Landsat and land cover data for aboveground woody biomass estimation of Uganda

(2011) Valerio Avitabile et al.   REMOTE SENSING OF ENVIRONMENT

A Large and Persistent Carbon Sink in the World's Forests

(2011) Y. Pan et al.   SCIENCE

Altitudinal changes in carbon storage of temperate forests on Mt Changbai, Northeast China

(2010) Biao Zhu et al.   JOURNAL OF PLANT RESEARCH

Forest carbon densities and uncertainties from Lidar, QuickBird, and field measurements in California

(2010) Patrick Gonzalez et al.   REMOTE SENSING OF ENVIRONMENT

PROSPECT+SAIL models: A review of use for vegetation characterization

(2009) Stéphane Jacquemoud et al.   REMOTE SENSING OF ENVIRONMENT