Deep Learning Based Retrieval of Forest Aboveground Biomass from Combined LiDAR and Landsat 8 Data

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

Stacked Sparse Autoencoder in PolSAR Data Classification Using Local Spatial Information

(2016) Lu Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Automated Detection of Three-Dimensional Cars in Mobile Laser Scanning Point Clouds Using DBM-Hough-Forests

(2016) Yongtao Yu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Comparing echo-based and canopy height model-based metrics for enhancing estimation of forest aboveground biomass in a model-assisted framework

(2016) Gherardo Chirici et al.   REMOTE SENSING OF ENVIRONMENT

Estimating Forest Aboveground Biomass by Combining Optical and SAR Data: A Case Study in Genhe, Inner Mongolia, China

(2016) Zhenfeng Shao et al.   SENSORS

A Combination of Plant NDVI and LiDAR Measurements Improve the Estimation of Pasture Biomass in Tall Fescue (Festuca arundinacea var. Fletcher)

(2016) Michael Schaefer et al.   Remote Sensing

Hyperspectral Imagery Classification Using Sparse Representations of Convolutional Neural Network Features

(2016) Heming Liang et al.   Remote Sensing

A Hierarchical Oil Tank Detector With Deep Surrounding Features for High-Resolution Optical Satellite Imagery

(2015) Lu Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Combined Use of Airborne LiDAR and Satellite GF-1 Data to Estimate Leaf Area Index, Height, and Aboveground Biomass of Maize During Peak Growing Season

(2015) Wang Li et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Learning Hierarchical Features for Automated Extraction of Road Markings From 3-D Mobile LiDAR Point Clouds

(2015) Yongtao Yu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Geostatistical modeling using LiDAR-derived prior knowledge with SPOT-6 data to estimate temperate forest canopy cover and above-ground biomass via stratified random sampling

(2015) Wang Li et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping forest biomass from space – Fusion of hyperspectral EO1-hyperion data and Tandem-X and WorldView-2 canopy height models

(2015) Teja Kattenborn et al.   International Journal of Applied Earth Observation and Geoinformation

Effects of LiDAR point density and landscape context on estimates of urban forest biomass

(2015) Kunwar K. Singh et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Spatio-temporal prediction of leaf area index of rubber plantation using HJ-1A/1B CCD images and recurrent neural network

(2015) Bangqian Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Evaluating the utility of the medium-spatial resolution Landsat 8 multispectral sensor in quantifying aboveground biomass in uMgeni catchment, South Africa

(2015) Timothy Dube et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The impact of urban residential development patterns on forest carbon density: An integration of LiDAR, aerial photography and field mensuration

(2015) Christopher Godwin et al.   LANDSCAPE AND URBAN PLANNING

Generalizing predictive models of forest inventory attributes using an area-based approach with airborne LiDAR data

(2015) Marc Bouvier et al.   REMOTE SENSING OF ENVIRONMENT

Quantifying dwarf shrub biomass in an arid environment: comparing empirical methods in a high dimensional setting

(2015) H. Zandler et al.   REMOTE SENSING OF ENVIRONMENT

Fusion of Plant Height and Vegetation Indices for the Estimation of Barley Biomass

(2015) Nora Tilly et al.   Remote Sensing

Deep Learning-Based Classification of Hyperspectral Data

(2014) Yushi Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Estimation of floodplain aboveground biomass using multispectral remote sensing and nonparametric modeling

(2014) İnci Güneralp et al.   International Journal of Applied Earth Observation and Geoinformation

Estimating montane forest above-ground biomass in the upper reaches of the Heihe River Basin using Landsat-TM data

(2014) Xin Tian et al.   INTERNATIONAL JOURNAL OF 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

Fusion of lidar and multispectral data to quantify salt marsh carbon stocks

(2014) Ranjani W. Kulawardhana 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

Estimation of leaf biochemical content using a novel hyperspectral full-waveform LiDAR system

(2014) Wang Li et al.   Remote Sensing Letters

Correlating the Horizontal and Vertical Distribution of LiDAR Point Clouds with Components of Biomass in a Picea crassifolia Forest

(2014) Wang Li et al.   Forests

Modeling Forest Aboveground Biomass and Volume Using Airborne LiDAR Metrics and Forest Inventory and Analysis Data in the Pacific Northwest

(2014) Ryan Sheridan et al.   Remote Sensing

Improved Mapping of Tropical Forests With Optical and SAR Imagery, Part II: Above Ground Biomass Estimation

(2013) Tuomas Hame et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A framework for mapping tree species combining hyperspectral and LiDAR data: Role of selected classifiers and sensor across three spatial scales

(2013) Aniruddha Ghosh et al.   International Journal of Applied Earth Observation and Geoinformation

Tree crown delineation and tree species classification in boreal forests using hyperspectral and ALS data

(2013) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Leaf Area Index (LAI) Estimation in Boreal Mixedwood Forest of Ontario, Canada Using Light Detection and Ranging (LiDAR) and WorldView-2 Imagery

(2013) Graham Pope et al.   Remote Sensing

Evaluation of most similar neighbour and random forest methods for imputing forest inventory variables using data from target and auxiliary stands

(2012) Hooman Latifi et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Full waveform hyperspectral LiDAR for terrestrial laser scanning

(2012) Teemu Hakala et al.   OPTICS EXPRESS

Lidar sampling for large-area forest characterization: A review

(2012) Michael A. Wulder et al.   REMOTE SENSING OF ENVIRONMENT

Advances in Forest Inventory Using Airborne Laser Scanning

(2012) Juha Hyyppä et al.   Remote Sensing

Integration of GLAS and Landsat TM data for aboveground biomass estimation

(2011) L. I. Duncanson et al.   CANADIAN JOURNAL OF REMOTE SENSING

Multioutput Support Vector Regression for Remote Sensing Biophysical Parameter Estimation

(2011) D. Tuia et al.   IEEE Geoscience and Remote Sensing Letters

Forest stand biomass estimation using ALOS PALSAR data based on LiDAR-derived prior knowledge in the Qilian Mountain, western China

(2011) Qi-Sheng He et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

L- and P-band backscatter intensity for biomass retrieval in hemiboreal forest

(2011) G. Sandberg et al.   REMOTE SENSING OF ENVIRONMENT

Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and -3

(2011) Jochem Verrelst 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

Non-parametric prediction and mapping of standing timber volume and biomass in a temperate forest: application of multiple optical/LiDAR-derived predictors

(2010) H. Latifi et al.   FORESTRY

Leaf area index retrieval using gap fractions obtained from high resolution satellite data: Comparisons of approaches, scales and atmospheric effects

(2010) Alemu Gonsamo   International Journal of Applied Earth Observation and Geoinformation

An evaluation of EO-1 hyperspectral Hyperion data for chlorophyll content and leaf area index estimation

(2010) Chaoyang Wu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Two-channel Hyperspectral LiDAR with a Supercontinuum Laser Source

(2010) Yuwei Chen et al.   SENSORS

Improved estimates of forest vegetation structure and biomass with a LiDAR-optimized sampling design

(2009) Todd J. Hawbaker et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Lidar-based mapping of leaf area index and its use for validating GLOBCARBON satellite LAI product in a temperate forest of the southern USA

(2009) Kaiguang Zhao et al.   REMOTE SENSING OF ENVIRONMENT

Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data

(2008) Andrew T. Hudak et al.   REMOTE SENSING OF ENVIRONMENT

Lidar remote sensing of forest biomass: A scale-invariant estimation approach using airborne lasers

(2008) Kaiguang Zhao et al.   REMOTE SENSING OF ENVIRONMENT