Combining Weibull distribution and k-nearest neighbor imputation method to predict wall-to-wall tree lists for the entire forest region of Northeast China
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Title
Combining Weibull distribution and k-nearest neighbor imputation method to predict wall-to-wall tree lists for the entire forest region of Northeast China
Authors
Keywords
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Journal
ANNALS OF FOREST SCIENCE
Volume 79, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2022-10-05
DOI
10.1186/s13595-022-01161-9
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Note: Only part of the references are listed.- Effects of Sample Plot Size and Prediction Models on Diameter Distribution Recovery
- (2021) Josh B Bankston et al. FOREST SCIENCE
- The changes in species composition mediate direct effects of climate change on future fire regimes of boreal forests in northeastern China
- (2021) Chao Huang et al. JOURNAL OF APPLIED ECOLOGY
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- (2021) Shengwu Duan et al. EUROPEAN JOURNAL OF FOREST RESEARCH
- Historical mixed-severity disturbances shape current diameter distributions of primary temperate Norway spruce mountain forests in Europe
- (2021) Ruffy Rodrigo et al. FOREST ECOLOGY AND MANAGEMENT
- Estimation and calibration of stem diameter distribution using UAV laser scanning data: A case study for larch (Larix olgensis) forests in Northeast China
- (2021) Yuanshuo Hao et al. REMOTE SENSING OF ENVIRONMENT
- Tree profile equations are significantly improved when adding tree age and stocking degree: an example for Larix gmelinii in the Greater Khingan Mountains of Inner Mongolia, northeast China
- (2020) Yang Liu et al. EUROPEAN JOURNAL OF FOREST RESEARCH
- On the use of the Weibull distribution in modeling and describing diameter distributions of clonal eucalypt stands
- (2020) Luciane Naimeke Schmidt et al. CANADIAN JOURNAL OF FOREST RESEARCH
- Tropical tree size–frequency distributions from airborne lidar
- (2020) António Ferraz et al. ECOLOGICAL APPLICATIONS
- Estimating burn severity and carbon emissions from a historic megafire in boreal forests of China
- (2020) Wenru Xu et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Performances of different methods of estimating the diameter distribution based on simple stand structure variables in monospecific regular temperate European forests
- (2020) Jean-Philippe Schütz et al. ANNALS OF FOREST SCIENCE
- Prediction of diameter distributions and tree-lists in southwestern Oregon using LiDAR and stand-level auxiliary information.
- (2019) Francisco Mauro Gutiérrez et al. CANADIAN JOURNAL OF FOREST RESEARCH
- Prediction of Diameter Distributions with Multimodal Models Using LiDAR Data in Subtropical Planted Forests
- (2019) Zhengnan Zhang et al. Forests
- Climate change and tree harvest interact to affect future tree species distribution changes
- (2019) Wen J. Wang et al. JOURNAL OF ECOLOGY
- Evaluating k-Nearest Neighbor (kNN) Imputation Models for Species-Level Aboveground Forest Biomass Mapping in Northeast China
- (2019) Yuanyuan Fu et al. Remote Sensing
- 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
- Tracking forest attributes across Canada between 2001 and 2011 using a k nearest neighbors mapping approach applied to MODIS imagery
- (2018) A. Beaudoin et al. CANADIAN JOURNAL OF FOREST RESEARCH
- Forecasting Forest Inventory Using Imputed Tree Lists for LiDAR Grid Cells and a Tree-List Growth Model
- (2018) Sean Lamb et al. Forests
- Eucalyptus growth and yield system: Linking individual-tree and stand-level growth models in clonal Eucalypt plantations in Brazil
- (2018) Henrique Ferraco Scolforo et al. FOREST ECOLOGY AND MANAGEMENT
- Tree-Lists Estimation for Chinese Boreal Forests by Integrating Weibull Diameter Distributions with MODIS-Based Forest Attributes from kNN Imputation
- (2018) Qinglong Zhang et al. Forests
- Estimating tree stem density and diameter distribution in single-scan terrestrial laser measurements of field plots: a simulation study
- (2017) Kenneth Olofsson et al. SCANDINAVIAN JOURNAL OF FOREST RESEARCH
- Assessing Re-Composition of Xing’an Larch in Boreal Forests after the 1987 Fire, Northeast China
- (2017) Junjie Wang et al. Remote Sensing
- Estimating Stem Diameter Distributions in a Management Context for a Tolerant Hardwood Forest Using ALS Height and Intensity Data
- (2016) Chen Shang et al. CANADIAN JOURNAL OF REMOTE SENSING
- A decompositional stand structure analysis for exploring stand dynamics of multiple attributes of a mixed-species forest
- (2016) Chinsu Lin et al. FOREST ECOLOGY AND MANAGEMENT
- Revision and application of the LINKAGES model to simulate forest growth in central hardwood landscapes in response to climate change
- (2016) William D. Dijak et al. LANDSCAPE ECOLOGY
- 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
- Estimating Stem Diameter Distributions in a Management Context for a Tolerant Hardwood Forest Using ALS Height and Intensity Data
- (2016) Chen Shang et al. CANADIAN JOURNAL OF REMOTE SENSING
- Estimation of Weibull function parameters for modelling tree diameter distribution using least squares and artificial neural networks methods
- (2015) Maria J. Diamantopoulou et al. BIOSYSTEMS ENGINEERING
- Mapping tree density at a global scale
- (2015) T. W. Crowther et al. NATURE
- Developing additive systems of biomass equations for nine hardwood species in Northeast China
- (2015) Lihu Dong et al. TREES-STRUCTURE AND FUNCTION
- National Forest Aboveground Biomass Mapping from ICESat/GLAS Data and MODIS Imagery in China
- (2015) Hong Chi et al. Remote Sensing
- A compatible system of biomass equations for three conifer species in Northeast, China
- (2014) Lihu Dong et al. FOREST ECOLOGY AND MANAGEMENT
- A Review of Methods for Mapping and Prediction of Inventory Attributes for Operational Forest Management
- (2014) Kimberley D. Brosofske et al. FOREST SCIENCE
- LiDAR and Weibull modeling of diameter and basal area
- (2014) V. Thomas et al. FORESTRY CHRONICLE
- Changes in forest biomass and linkage to climate and forest disturbances over Northeastern China
- (2014) Yuzhen Zhang et al. GLOBAL CHANGE BIOLOGY
- Comparison of airborne laser scanning methods for estimating forest structure indicators based on Lorenz curves
- (2014) Rubén Valbuena et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Modeling diameter distributions of mixed-species forest stands
- (2014) Fuxiang Liu et al. SCANDINAVIAN JOURNAL OF FOREST RESEARCH
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- (2013) Jingyun Fang et al. ECOGRAPHY
- 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
- A nearest-neighbor imputation approach to mapping tree species over large areas using forest inventory plots and moderate resolution raster data
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- (2012) Limin Dai et al. FOREST ECOLOGY AND MANAGEMENT
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- (2011) Y. Pan et al. SCIENCE
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- (2010) Johannes Breidenbach et al. REMOTE SENSING OF ENVIRONMENT
- 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
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- (2009) Kamil Král et al. EUROPEAN JOURNAL OF FOREST RESEARCH
- Environmental correlates of tree biomass, basal area, wood specific gravity and stem density gradients in Borneo's tropical forests
- (2009) J. W. F. Slik et al. GLOBAL ECOLOGY AND BIOGEOGRAPHY
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- Estimation of species-specific diameter distributions using airborne laser scanning and aerial photographs
- (2008) Petteri Packalén et al. CANADIAN JOURNAL OF FOREST RESEARCH
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- Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data
- (2008) Andrew T. Hudak et al. REMOTE SENSING OF ENVIRONMENT
- Estimating proportional change in forest cover as a continuous variable from multi-year MODIS data
- (2007) Daniel J. Hayes et al. REMOTE SENSING OF ENVIRONMENT
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