Mapping the Forest Canopy Height in Northern China by Synergizing ICESat-2 with Sentinel-2 Using a Stacking Algorithm

Wildfire Damage Assessment over Australia Using Sentinel-2 Imagery and MODIS Land Cover Product within the Google Earth Engine Cloud Platform

(2021) Seyd Teymoor Seydi et al.   Remote Sensing

Evolution of the representation of global vegetation by vegetation continuous fields

(2021) Charlene DiMiceli et al.   REMOTE SENSING OF ENVIRONMENT

Monitoring Key Forest Structure Attributes across the Conterminous United States by Integrating GEDI LiDAR Measurements and VIIRS Data

(2021) Khaldoun Rishmawi et al.   Remote Sensing

Signal Photon Extraction Method for Weak Beam Data of ICESat-2 Using Information Provided by Strong Beam Data in Mountainous Areas

(2021) Zhiyu Zhang et al.   Remote Sensing

Estimating Forest Stock Volume in Hunan Province, China, by Integrating In Situ Plot Data, Sentinel-2 Images, and Linear and Machine Learning Regression Models

(2020) Yang Hu et al.   Remote Sensing

Evaluation of Different Algorithms for Estimating the Growing Stock Volume of Pinus massoniana Plantations Using Spectral and Spatial Information from a SPOT6 Image

(2020) Jingjing Zhou et al.   Forests

Estimating the Growing Stem Volume of Chinese Pine and Larch Plantations based on Fused Optical Data Using an Improved Variable Screening Method and Stacking Algorithm

(2020) Xinyu Li et al.   Remote Sensing

Detecting Change in Forest Structure with Simulated GEDI Lidar Waveforms: A Case Study of the Hemlock Woolly Adelgid (HWA; Adelges tsugae) Infestation

(2020) Peter Brehm Boucher et al.   Remote Sensing

Google Earth Engine for geo-big data applications: A meta-analysis and systematic review

(2020) Haifa Tamiminia et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Regional Tropical Aboveground Biomass Mapping with L-Band Repeat-Pass Interferometric Radar, Sparse Lidar, and Multiscale Superpixels

(2020) Charlie Marshak et al.   Remote Sensing

High-resolution mapping of forest canopy height using machine learning by coupling ICESat-2 LiDAR with Sentinel-1, Sentinel-2 and Landsat-8 data

(2020) Wang Li et al.   International Journal of Applied Earth Observation and Geoinformation

Highly Local Model Calibration with a New GEDI LiDAR Asset on Google Earth Engine Reduces Landsat Forest Height Signal Saturation

(2020) Sean P. Healey et al.   Remote Sensing

Estimating Time Since the Last Stand-Replacing Disturbance (TSD) from Spaceborne Simulated GEDI Data: A Feasibility Study

(2020) Nuria Sanchez-Lopez et al.   Remote Sensing

Accuracy Assessment of GEDI Terrain Elevation and Canopy Height Estimates in European Temperate Forests: Influence of Environmental and Acquisition Parameters

(2020) Markus Adam et al.   Remote Sensing

The Potential of ICESat-2 to Identify Carbon-Rich Peatlands in Indonesia

(2020) Anna Berninger et al.   Remote Sensing

Object-Oriented LULC Classification in Google Earth Engine Combining SNIC, GLCM, and Machine Learning Algorithms

(2020) Andrea Tassi et al.   Remote Sensing

Fusing simulated GEDI, ICESat-2 and NISAR data for regional aboveground biomass mapping

(2020) Carlos Alberto Silva et al.   REMOTE SENSING OF ENVIRONMENT

Modeling tropical montane forest biomass, productivity and canopy traits with multispectral remote sensing data

(2019) Christine I.B. Wallis et al.   REMOTE SENSING OF ENVIRONMENT

Synergy of ICESat-2 and Landsat for Mapping Forest Aboveground Biomass with Deep Learning

(2019) Lana L. Narine et al.   Remote Sensing

Canopy and Terrain Height Retrievals with ICESat-2: A First Look

(2019) Amy L. Neuenschwander et al.   Remote Sensing

Remote sensing of the terrestrial carbon cycle: A review of advances over 50 years

(2019) Jingfeng Xiao et al.   REMOTE SENSING OF ENVIRONMENT

The Ice, Cloud, and Land Elevation Satellite – 2 mission: A global geolocated photon product derived from the Advanced Topographic Laser Altimeter System

(2019) Thomas A. Neumann et al.   REMOTE SENSING OF ENVIRONMENT

Influence of Variable Selection and Forest Type on Forest Aboveground Biomass Estimation Using Machine Learning Algorithms

(2019) Li et al.   Forests

Integration of ZiYuan-3 Multispectral and Stereo Data for Modeling Aboveground Biomass of Larch Plantations in North China

(2019) Guiying Li et al.   Remote Sensing

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

Optimizing kNN for Mapping Vegetation Cover of Arid and Semi-Arid Areas Using Landsat images

(2018) Hua Sun et al.   Remote Sensing

A GA-based stacking algorithm for predicting soil organic matter from vis-NIR spectral data

(2018) N. L. Tsakiridis et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Exploring Bamboo Forest Aboveground Biomass Estimation Using Sentinel-2 Data

(2018) Yuyun Chen et al.   Remote Sensing

Assessment of red-edge vegetation indices for crop leaf area index estimation

(2018) Taifeng Dong et al.   REMOTE SENSING OF ENVIRONMENT

The ATL08 land and vegetation product for the ICESat-2 Mission

(2018) Amy Neuenschwander et al.   REMOTE SENSING OF ENVIRONMENT

Random forest wetland classification using ALOS-2 L-band, RADARSAT-2 C-band, and TerraSAR-X imagery

(2017) Masoud Mahdianpari et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Climate mitigation from vegetation biophysical feedbacks during the past three decades

(2017) Zhenzhong Zeng et al.   Nature Climate Change

Diverse relationships between forest growth and the Normalized Difference Vegetation Index at a global scale

(2016) Sergio M. Vicente-Serrano et al.   REMOTE SENSING OF ENVIRONMENT

The Potential Impact of Vertical Sampling Uncertainty on ICESat-2/ATLAS Terrain and Canopy Height Retrievals for Multiple Ecosystems

(2016) Amy Neuenschwander et al.   Remote Sensing

Data Service Platform for Sentinel-2 Surface Reflectance and Value-Added Products: System Use and Examples

(2016) Francesco Vuolo et al.   Remote Sensing

Inventory-based estimation of forest biomass in Shitai County, China: A comparison of five methods

(2016) X. Tang et al.   Annals of Forest Research

Assessing the utility WorldView-2 imagery for tree species mapping in South African subtropical humid forest and the conservation implications: Dukuduku forest patch as case study

(2015) Moses Azong Cho et al.   International Journal of Applied Earth Observation and Geoinformation

Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods – A comparison

(2015) Jochem Verrelst et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A comparison of machine learning regression techniques for LiDAR-derived estimation of forest variables

(2015) J. García-Gutiérrez et al.   NEUROCOMPUTING

Forest Monitoring Using Landsat Time Series Data: A Review

(2014) Asim Banskota et al.   CANADIAN JOURNAL OF REMOTE SENSING

A Multiple Migration and Stacking Algorithm Designed for Land Mine Detection

(2014) John Schofield et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A survey of remote sensing-based aboveground biomass estimation methods in forest ecosystems

(2014) Dengsheng Lu et al.   International Journal of Digital Earth

Forest canopy height estimation using ICESat/GLAS data and error factor analysis in Hokkaido, Japan

(2013) Masato Hayashi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A novel hybrid ensemble learning paradigm for nuclear energy consumption forecasting

(2012) Ling Tang et al.   APPLIED ENERGY

Random forest regression and spectral band selection for estimating sugarcane leaf nitrogen concentration using EO-1 Hyperion hyperspectral data

(2012) Elfatih M. Abdel-Rahman et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimating tropical forest biomass with a combination of SAR image texture and Landsat TM data: An assessment of predictions between regions

(2012) M.E.J. Cutler et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Review of Remote Sensing of Forest Biomass and Biofuel: Options for Small-Area Applications

(2011) Colin J. Gleason et al.   GIScience & Remote Sensing

Mapping forest canopy height globally with spaceborne lidar

(2011) Marc Simard et al.   JOURNAL OF GEOPHYSICAL RESEARCH

An Object-Based Classification of Mangroves Using a Hybrid Decision Tree—Support Vector Machine Approach

(2011) Benjamin W. Heumann   Remote Sensing

A Novel hybrid genetic algorithm for kernel function and parameter optimization in support vector regression

(2008) Chih-Hung Wu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Lidar: shedding new light on habitat characterization and modeling

(2008) Kerri T Vierling et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Comparing annual MODIS and PRODES forest cover change data for advancing monitoring of Brazilian forest cover

(2008) M HANSEN et al.   REMOTE SENSING OF ENVIRONMENT