郝元朔｜东北林业大学｜学者主页

2026

Bridging forestry practice and remote sensing: scaling up forest composition with integrated UAV LiDAR and hyperspectral data

Ying Quan, Guofan Shao, Yuanshuo Hao, Mingze Li

Journal Of Forestry Research，Vol. 37, No. 1

DOI

2026

基于UAV-LiDAR的长白落叶松人工林单木断面积生长量估测模型研建

刘鑫，郝元朔，董利虎，赵颖慧，李凤日

《林业科学》

2026

基于双时相无人机激光雷达数据的长白落叶松人工林地上生物量监测

肖翔，刘鑫，董利虎，郝元朔

《应用生态学报》

2026

基于非线性混合效应模型的长白落叶松人工林冠长率高效预估模型

刘帅东，苗铮，郝元朔，董利虎

《南京林业大学学报(自然科学版)》

2026

基于UAV-LiDAR数据的长白落叶松多维偏冠的邻体效应

张诺，郝元朔，董利虎，赵颖慧，李凤日

《林业科学》

2026

Transforming climate-competition interactions into adaptive pruning decisions via crown dynamics modeling in Pinus koraiensis plantations

Xuehan Zhao, Miao Zheng, Fengri Li, Yuanshuo Hao, Yumeng Jiang, Q. S. Li, Hangfeng Qu, Lihu Dong

Journal of Forestry Research

DOI

2026

Component-specific biomass responses to climate and competition: Insights from Larix olgensis in northeastern China

Longfei Xie, Zheng Miao, Yuanshuo Hao, Lihu Dong

Forest Ecology and Management

DOI

2026

Data-efficient cross-domain transfer learning for cone yield prediction of Korean pine from ultrahigh-resolution UAV imagery

Ying Quan, Peng Zhang, Guofan Shao, Yuanshuo Hao, Junfei Hao, Lihu Dong, Mingze Li, Fengri Li

GIScience & Remote Sensing

DOI

2026

Evaluating kNN and regression methods for predicting tree and stand variables from LiDAR data in plantation forests

Bodong Zhu, Yuanshuo Hao, Timo Pukkala, Xingji Jin

Trees Forests and People

DOI

2026

Beyond crown volume: UAV-LiDAR-derived foliated crown volume (FCV) enhances coniferous tree attribute estimation

Shoumin Cheng, Yuanshuo Hao, Jingzhe Liu, Xin Liu, Lihu Dong, Yinghui Zhao, Fengri Li

Computers and Electronics in Agriculture

DOI

2026

A multivariate beta mixed-effects approach to modeling stem carbon concentration of Larix olgensis in northeastern China

Longfei Xie, Miao Zheng, Yuanshuo Hao, Fengri Li, Lihu Dong

Trees Forests and People

DOI

2026

Enhancing cross-genus biomass prediction in understory Woody plants: SURM models with genus-level random effects

Yali Chen, Miao Zheng, Yuanshuo Hao, Xinyang Zou, Xuehan Zhao, Lihu Dong

European Journal of Forest Research

DOI

2026

Bi-temporal LiDAR-based estimates of stand variables reduce growth modelling costs in even-aged Larix olgensis A. Henry plantations

Bodong Zhu, Timo Pukkala, Yuanshuo Hao, Xingji Jin

Annals of Forest Science

DOI

2025

Higher competition intensified tree mortality in natural Larix gmelinii and Betula platyphylla forests in Northeast China

Xuehan Zhao, Fengri Li, Yuanshuo Hao, Qianbei Li, Zheng Miao, Lihu Dong

Trees-Structure And Function，Vol. 390, No. 5

DOI

2025

Modeling tree radial growth with competition and crown characteristics from an aerial perspective

Xin Liu, Fengri Li, Yuanshuo Hao, Xinyang Zou, Shoumin Cheng, Lihu Dong

Forest Ecology And Management，Vol. 576

DOI

2025

邻域竞争对长白落叶松生物量及其分配的影响

李宇婷，马爱云，苗铮，郝元朔，董利虎

《北京林业大学学报》

2025

基于干形拟合的TLS长白落叶松树干参数提取

杨晨辉，程寿民，高谢雨，董利虎，郝元朔

《林业科学》

2025

基于似乎不相关回归的帽儿山阔叶混交林6种林下幼苗幼树生物量模型构建

陈雅丽，苗铮，郝元朔，董利虎

《应用生态学报》

2025

基于Copula函数的胸径-树高二元联合分布模拟

金大庆，董利虎，郝元朔

《森林工程》

2025

不同优化算法在林分经营中的应用与对比研究

罗隽泳，金星姬，Timo Pukkala，郝元朔

《西南林业大学学报(自然科学)》

2025

Factors influencing net ecosystem carbon change in cold-temperate coniferous forests of the Da Xing’an Mountains: analysis across developmental stages based on stand, structural, and environmental factors

Zirui Wang, Yuanshuo Hao, Lihu Dong, Zheng Miao, Xingji Jin, Xuehan Zhao, Shoumin Cheng

Frontiers in Plant Science

DOI

2025

Effect of UAV-LiDAR point density on aboveground biomass estimation in Larix olgensis plantations.

Jing-Yu Ding, Xin Liu, Lihu Dong, Yuanshuo Hao

PubMed

DOI

2025

Mapping aboveground tree biomass and uncertainty using an upscaling approach: A case study of the larch forests in northeastern China using UAV laser scanning data

Yuanshuo Hao, Timo Pukkala, Xin Liu, Ying Quan, Lihu Dong, Fengri Li

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2025

Dominant factors of individual tree mortality at stand scale: analyzing crown structure and neighbourhood competition via UAV laser scanning

Xin Liu, Yuanshuo Hao, Xinyang Zou, Shoumin Cheng, Lihu Dong, Fengri Li

Computers and Electronics in Agriculture

DOI

2025

Evaluating the effectiveness of forest type stratification for aboveground biomass inference

Zhiqiang Wu, Xin Liu, Shoumin Cheng, Chenhui Yang, Zongquan Wang, Yongshuai Liu, Lihu Dong, Fengri Li, Yuanshuo Hao

International Journal of Applied Earth Observation and Geoinformation

DOI

2025

Unraveling the individual and interactive effects of climate and competition on branch growth dynamics in Pinus koraiensis in Northeast China

Xuehan Zhao, Miao Zheng, Fengri Li, Yuanshuo Hao, Yumeng Jiang, Lihu Dong

Frontiers in Plant Science

DOI

2024

基于beta回归的长白落叶松树干含水率预测模型

曹华燕，苗铮，郝元朔，董利虎

《应用生态学报》

2024

长白落叶松-水曲柳混交林单木叶面积预估模型

王越，苗铮，郝元朔，刘鑫，董利虎

《南京林业大学学报(自然科学版)》

2024

基于哑变量的不同气候条件下红松树冠外部轮廓模拟研究

赵雪晗，高慧淋，郝元朔，李凤日

《西南林业大学学报(自然科学)》

2024

Effects of biotic and abiotic factors on ecosystem multifunctionality of plantations

Jiaxin Tian, Tian Ni, Zheng Miao, Yuanshuo Hao, Aiyun Ma, Lihu Dong, Fengri Li

Ecological Processes

DOI

2024

Competition is critical to the growth of Larix gmelinii and Betula platyphylla in secondary forests in Northeast China under climate change

Xuehan Zhao, Yuanshuo Hao, Tao Wang, Lihu Dong, Fengri Li

Global Ecology and Conservation

DOI

2024

Effects of tree vigor, competition and stand conditions on branch diameter for mixed plantations of Fraxinus mandshurica Rupr. and Larix olgensis Henry in Northeast China

Xinyang Zou, Zheng Miao, Yuanshuo Hao, Xin Liu, Lihu Dong, Fengri Li

European Journal of Forest Research

DOI

2024

Stem moisture content prediction model for Larix olgensis based on beta regression.

Hua-Yan Cao, Zheng Miao, Yuanshuo Hao, Lihu Dong

PubMed

DOI

2024

Height-diameter model of broad-leaved mixed forest based on species classification in Maoershan, Northeast China.

Xiaomei Cao, Zheng Miao, Yuanshuo Hao, Lihu Dong

PubMed

DOI

2023

Simulating the diameter growth responses of Larix gmelini Rupr. and Betula platyphylla Suk. to biotic and abiotic factors in secondary forests in Northeast China

Tao Wang, Longfei Xie, Zheng Miao, Lihu Dong, Yuanshuo Hao, Aiyun Ma, Fengri Li

Annals Of Forest Science，Vol. 80, No. 1

DOI

2023

Considering random effects and sampling strategies improves individual compatible biomass models for mixed plantations of Larix olgensis and Fraxinus mandshurica in northeastern China

Longfei Xie, Tao Wang, Zheng Miao, Yuanshuo Hao, Lihu Dong, Fengri Li

Forest Ecology And Management，Vol. 537

DOI

2023

基于混合效应模型和分位数回归的长白落叶松枝下高模型构建

易达，李凤日，马爱云，林富成，郝元朔，董利虎

《应用生态学报》

2023

基于beta回归的迎春5号杨树树干密度混合效应模型

吴新华，苗铮，郝元朔，董利虎

《北京林业大学学报》

2023

迎春5号杨树削度方程的建立与优化

常锦锦，苗铮，郝元朔，董利虎

《东北林业大学学报》

2023

竞争对天然针阔混交林树木直径生长的影响

刘耀凤，董利虎，郝元朔，李凤日

《东北林业大学学报》

2023

基于TLS的抚育间伐对长白落叶松干形的影响

高谢雨，董利虎，郝元朔

《南京林业大学学报(自然科学版)》

2023

A Comprehensive Comparison of Individual Tree Crown Delineation of Plantations Using UAV-LiDAR Data: A Case Study for Larch (Larix Olgensis) Forests in Northeast China

Liu Xin, Xinyang Zou, Yuanshuo Hao, Lihu Dong

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2023

Quantifying the Profiles of Heartwood, Sapwood, and Bark Using a Seemingly Unrelated Mixed-Effect Model for Larix Olgensis in Northeast China

Yudan Qiao, Sheng-I Yang, Yuanshuo Hao, Zheng Miao, Lihu Dong, Fengri Li

Forests

DOI

2023

Model construction for height to crown base of Larix olgensis based on mixed-effects model and quantile regression.

Da Yi, Fengri Li, Aiyun Ma, Fu-Cheng Lin, Yuanshuo Hao, Lihu Dong

PubMed

DOI

2023

Effects of Biotic and Abiotic Factors on Biomass Conversion and Expansion Factors of Natural White Birch Forest (Betula platyphylla Suk.) in Northeast China

Yanrong Wang, Zheng Miao, Yuanshuo Hao, Lihu Dong, Fengri Li

Forests

DOI

2023

Tree species classification in a typical natural secondary forest using UAV-borne LiDAR and hyperspectral data

Ying Quan, Mingze Li, Yuanshuo Hao, Jianyang Liu, Bin Wang

GIScience & Remote Sensing

DOI

2023

[Construction and precision analysis of individual tree biomass model of Larix olgensis considering random effects].

Yu Gao, Longfei Xie, Yuanshuo Hao, Lihu Dong

PubMed

DOI

2023

TSCMDL: Multimodal Deep Learning Framework for Classifying Tree Species Using Fusion of 2-D and 3-D Features

Bingjie Liu, Yuanshuo Hao, Huaguo Huang, Shuxin Chen, Zengyuan Li, Erxue Chen, Xin Tian, Min Ren

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

基于UAV-LiDAR的落叶松人工林生物量多尺度估算

郝元朔

《东北林业大学》

2022

Comparison of Modeling Approaches for the Height–diameter Relationship: An Example with Planted Mongolian Pine (Pinus sylvestris var. mongolica) Trees in Northeast China

Fu-Cheng Lin, Longfei Xie, Yuanshuo Hao, Zheng Miao, Lihu Dong

Forests

DOI

2021

Estimation and calibration of stem diameter distribution using UAV laser scanning data: A case study for larch (Larix olgensis) forests in Northeast China

Yuanshuo Hao, Faris Rafi Almay Widagdo, Xin Liu, Ying Quan, Zhaogang Liu, Lihu Dong, Fengri Li

Remote Sensing of Environment

DOI

2021

A Hierarchical Region-Merging Algorithm for 3-D Segmentation of Individual Trees Using UAV-LiDAR Point Clouds

Yuanshuo Hao, Faris Rafi Almay Widagdo, Xin Liu, Yongshuai Liu, Lihu Dong, Fengri Li

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

Comparison and Evaluation of Different Pit-Filling Methods for Generating High Resolution Canopy Height Model Using UAV Laser Scanning Data

Ying Quan, Mingze Li, Yuanshuo Hao, Bin Wang

Remote Sensing

DOI

2021

Predicting Height to Crown Base of Larix olgensis in Northeast China Using UAV-LiDAR Data and Nonlinear Mixed Effects Models

Xin Liu, Yuanshuo Hao, Faris Rafi Almay Widagdo, Longfei Xie, Lihu Dong, Fengri Li

Remote Sensing

DOI

2020

Individual Tree Diameter Estimation in Small-Scale Forest Inventory Using UAV Laser Scanning

Yuanshuo Hao, Faris Rafi Almay Widagdo, Xin Liu, Ying Quan, Lihu Dong, Fengri Li

Remote Sensing

DOI

2020

The Feasibility of Modelling the Crown Profile of Larix olgensis Using Unmanned Aerial Vehicle Laser Scanning Data

Ying Quan, Mingze Li, Zhen Zhen, Yuanshuo Hao, Bin Wang

Sensors

DOI

2019

运用无人机激光雷达数据提取落叶松树冠特征因子及树冠轮廓模拟

全迎，李明泽，甄贞，郝元朔

《东北林业大学学报》

DOI

2019

A graph-based progressive morphological filtering (GPMF) method for generating canopy height models using ALS data

Yuanshuo Hao, Zhen Zhen, Fengri Li, Yinghui Zhao

International Journal of Applied Earth Observation and Geoinformation

DOI

2017

A Region-Based Hierarchical Cross-Section Analysis for Individual Tree Crown Delineation Using ALS Data

Yinghui Zhao, Yuanshuo Hao, Zhen Zhen, Ying Quan

Remote Sensing

DOI

2016

Development of accuracy assessment tool of individual tree crown delineation

Zhen Zhen, Yinghui Zhao, Yuanshuo Hao, Wei Qingbin

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

精选作品

期刊论文

Bridging forestry practice and remote sensing: scaling up forest composition with integrated UAV LiDAR and hyperspectral data

基于UAV-LiDAR的长白落叶松人工林单木断面积生长量估测模型研建

基于双时相无人机激光雷达数据的长白落叶松人工林地上生物量监测

基于非线性混合效应模型的长白落叶松人工林冠长率高效预估模型

基于UAV-LiDAR数据的长白落叶松多维偏冠的邻体效应

Transforming climate-competition interactions into adaptive pruning decisions via crown dynamics modeling in Pinus koraiensis plantations

Component-specific biomass responses to climate and competition: Insights from Larix olgensis in northeastern China

Data-efficient cross-domain transfer learning for cone yield prediction of Korean pine from ultrahigh-resolution UAV imagery

Evaluating kNN and regression methods for predicting tree and stand variables from LiDAR data in plantation forests

Beyond crown volume: UAV-LiDAR-derived foliated crown volume (FCV) enhances coniferous tree attribute estimation

A multivariate beta mixed-effects approach to modeling stem carbon concentration of Larix olgensis in northeastern China

Enhancing cross-genus biomass prediction in understory Woody plants: SURM models with genus-level random effects

Bi-temporal LiDAR-based estimates of stand variables reduce growth modelling costs in even-aged Larix olgensis A. Henry plantations

Higher competition intensified tree mortality in natural Larix gmelinii and Betula platyphylla forests in Northeast China

Modeling tree radial growth with competition and crown characteristics from an aerial perspective

邻域竞争对长白落叶松生物量及其分配的影响

基于干形拟合的TLS长白落叶松树干参数提取

基于似乎不相关回归的帽儿山阔叶混交林6种林下幼苗幼树生物量模型构建

基于Copula函数的胸径-树高二元联合分布模拟

不同优化算法在林分经营中的应用与对比研究

Factors influencing net ecosystem carbon change in cold-temperate coniferous forests of the Da Xing’an Mountains: analysis across developmental stages based on stand, structural, and environmental factors

Effect of UAV-LiDAR point density on aboveground biomass estimation in Larix olgensis plantations.

Mapping aboveground tree biomass and uncertainty using an upscaling approach: A case study of the larch forests in northeastern China using UAV laser scanning data

Dominant factors of individual tree mortality at stand scale: analyzing crown structure and neighbourhood competition via UAV laser scanning

Evaluating the effectiveness of forest type stratification for aboveground biomass inference

Unraveling the individual and interactive effects of climate and competition on branch growth dynamics in Pinus koraiensis in Northeast China

基于beta回归的长白落叶松树干含水率预测模型

长白落叶松-水曲柳混交林单木叶面积预估模型

基于哑变量的不同气候条件下红松树冠外部轮廓模拟研究

Effects of biotic and abiotic factors on ecosystem multifunctionality of plantations

Competition is critical to the growth of Larix gmelinii and Betula platyphylla in secondary forests in Northeast China under climate change

Effects of tree vigor, competition and stand conditions on branch diameter for mixed plantations of Fraxinus mandshurica Rupr. and Larix olgensis Henry in Northeast China

Stem moisture content prediction model for Larix olgensis based on beta regression.

Height-diameter model of broad-leaved mixed forest based on species classification in Maoershan, Northeast China.

Simulating the diameter growth responses of Larix gmelini Rupr. and Betula platyphylla Suk. to biotic and abiotic factors in secondary forests in Northeast China

Considering random effects and sampling strategies improves individual compatible biomass models for mixed plantations of Larix olgensis and Fraxinus mandshurica in northeastern China

基于混合效应模型和分位数回归的长白落叶松枝下高模型构建

基于beta回归的迎春5号杨树树干密度混合效应模型

迎春5号杨树削度方程的建立与优化

竞争对天然针阔混交林树木直径生长的影响

基于TLS的抚育间伐对长白落叶松干形的影响

A Comprehensive Comparison of Individual Tree Crown Delineation of Plantations Using UAV-LiDAR Data: A Case Study for Larch (Larix Olgensis) Forests in Northeast China

Quantifying the Profiles of Heartwood, Sapwood, and Bark Using a Seemingly Unrelated Mixed-Effect Model for Larix Olgensis in Northeast China

Model construction for height to crown base of Larix olgensis based on mixed-effects model and quantile regression.

Effects of Biotic and Abiotic Factors on Biomass Conversion and Expansion Factors of Natural White Birch Forest (Betula platyphylla Suk.) in Northeast China

Tree species classification in a typical natural secondary forest using UAV-borne LiDAR and hyperspectral data

[Construction and precision analysis of individual tree biomass model of Larix olgensis considering random effects].

TSCMDL: Multimodal Deep Learning Framework for Classifying Tree Species Using Fusion of 2-D and 3-D Features

基于UAV-LiDAR的落叶松人工林生物量多尺度估算

Comparison of Modeling Approaches for the Height–diameter Relationship: An Example with Planted Mongolian Pine (Pinus sylvestris var. mongolica) Trees in Northeast China

Estimation and calibration of stem diameter distribution using UAV laser scanning data: A case study for larch (Larix olgensis) forests in Northeast China

A Hierarchical Region-Merging Algorithm for 3-D Segmentation of Individual Trees Using UAV-LiDAR Point Clouds

Comparison and Evaluation of Different Pit-Filling Methods for Generating High Resolution Canopy Height Model Using UAV Laser Scanning Data

Predicting Height to Crown Base of Larix olgensis in Northeast China Using UAV-LiDAR Data and Nonlinear Mixed Effects Models

Individual Tree Diameter Estimation in Small-Scale Forest Inventory Using UAV Laser Scanning

The Feasibility of Modelling the Crown Profile of Larix olgensis Using Unmanned Aerial Vehicle Laser Scanning Data

运用无人机激光雷达数据提取落叶松树冠特征因子及树冠轮廓模拟

A graph-based progressive morphological filtering (GPMF) method for generating canopy height models using ALS data

A Region-Based Hierarchical Cross-Section Analysis for Individual Tree Crown Delineation Using ALS Data

Development of accuracy assessment tool of individual tree crown delineation

预印本

Stand Development Stages Reshape Climate-Structure Interactions in Boreal Forest Productivity: A Case Study of China's Cold-Temperate Conifers

Aboveground Biodiversity Has a Greater Effect on Ecosystem Multifunctionality of Monoculture and Mixed Plantations of Larix Olgensis and Fraxinus Mandshurica

数据集

Bi-temporal UAV-LiDAR Point Clouds from Larix olgensis Plantations in Northeastern China