Evaluating k-Nearest Neighbor (kNN) Imputation Models for Species-Level Aboveground Forest Biomass Mapping in Northeast China

Integrating forest inventory data and MODIS data to map species-level biomass in Chinese boreal forests

(2018) Qinglong Zhang et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Large-area mapping of Canadian boreal forest cover, height, biomass and other structural attributes using Landsat composites and lidar plots

(2018) Giona Matasci et al.   REMOTE SENSING OF ENVIRONMENT

Climate and Spring Phenology Effects on Autumn Phenology in the Greater Khingan Mountains, Northeastern China

(2018) Yuanyuan Fu et al.   Remote Sensing

Estimation of Forest Biomass Patterns across Northeast China Based on Allometric Scale Relationship

(2017) Xiliang Ni et al.   Forests

Integrating Landsat pixel composites and change metrics with lidar plots to predictively map forest structure and aboveground biomass in Saskatchewan, Canada

(2016) Harold S.J. Zald 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

An imputed forest composition map for New England screened by species range boundaries

(2015) Matthew J. Duveneck et al.   FOREST ECOLOGY AND MANAGEMENT

Lidar with multi-temporal MODIS provide a means to upscale predictions of forest biomass

(2015) Le Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

An integrated Landsat time series protocol for change detection and generation of annual gap-free surface reflectance composites

(2015) Txomin Hermosilla et al.   REMOTE SENSING OF ENVIRONMENT

National Forest Aboveground Biomass Mapping from ICESat/GLAS Data and MODIS Imagery in China

(2015) Hong Chi et al.   Remote Sensing

yaImpute: AnRPackage forkNN Imputation

(2015) Nicholas L. Crookston et al.   Journal of Statistical Software

Mapping attributes of Canada’s forests at moderate resolution through kNN and MODIS imagery

(2014) A. Beaudoin et al.   CANADIAN JOURNAL OF FOREST RESEARCH

A Review of Methods for Mapping and Prediction of Inventory Attributes for Operational Forest Management

(2014) Kimberley D. Brosofske et al.   FOREST SCIENCE

Changes in forest biomass and linkage to climate and forest disturbances over Northeastern China

(2014) Yuzhen Zhang et al.   GLOBAL CHANGE BIOLOGY

Predicting Impacts of Climate Change on the Aboveground Carbon Sequestration Rate of a Temperate Forest in Northeastern China

(2014) Jun Ma et al.   PLoS One

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

Forest Biomass Mapping of Northeastern China Using GLAS and MODIS Data

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

Evaluation of the visible and shortwave infrared drought index in China

(2013) Ning Zhang et al.   International Journal of Disaster Risk Science

A nearest-neighbor imputation approach to mapping tree species over large areas using forest inventory plots and moderate resolution raster data

(2012) B. Tyler Wilson et al.   FOREST ECOLOGY AND MANAGEMENT

A meta-analysis of terrestrial aboveground biomass estimation using lidar remote sensing

(2012) S.G. Zolkos et al.   REMOTE SENSING OF ENVIRONMENT

Climatic effects on radial growth of major tree species on Changbai Mountain

(2011) Dapao Yu et al.   ANNALS OF FOREST SCIENCE

Estimating forest attribute parameters for small areas using nearest neighbors techniques

(2011) Ronald E. McRoberts   FOREST ECOLOGY AND MANAGEMENT

Mapping gradients of community composition with nearest-neighbour imputation: extending plot data for landscape analysis

(2011) Janet L. Ohmann et al.   JOURNAL OF VEGETATION SCIENCE

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

Landscape-scale parameterization of a tree-level forest growth model: a k-nearest neighbor imputation approach incorporating LiDAR data

(2010) Michael J. Falkowski et al.   CANADIAN JOURNAL OF FOREST RESEARCH

An effective assessment protocol for continuous geospatial datasets of forest characteristics using USFS Forest Inventory and Analysis (FIA) data

(2010) Rachel Riemann et al.   REMOTE SENSING OF ENVIRONMENT

Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics

(2010) Jari Vauhkonen et al.   REMOTE SENSING OF ENVIRONMENT

A model-assisted k-nearest neighbour approach to remove extrapolation bias

(2010) Steen Magnussen et al.   SCANDINAVIAN JOURNAL OF FOREST RESEARCH

Global analysis of the protection status of the world’s forests

(2009) Christine B. Schmitt et al.   BIOLOGICAL CONSERVATION

Integration of Satellite Imagery and Forest Inventory in Mapping Dominant and Associated Species at a Regional Scale

(2009) Yangjian Zhang et al.   ENVIRONMENTAL MANAGEMENT

The roles of nearest neighbor methods in imputing missing data in forest inventory and monitoring databases

(2009) Bianca N. I. Eskelson et al.   SCANDINAVIAN JOURNAL OF FOREST RESEARCH

Forest biomass and root–shoot allocation in northeast China

(2008) Xiangping Wang et al.   FOREST ECOLOGY AND MANAGEMENT

Combining national forest inventory field plots and remote sensing data for forest databases

(2008) Erkki Tomppo 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

Forest landscape models: Definitions, characterization, and classification

(2007) Hong S. He   FOREST ECOLOGY AND MANAGEMENT