胡军国｜浙江农林大学｜学者主页

2026

基于无线传感器网络的临安区森林碳汇计量监测

吕旭煌，胡军国，罗煦钦，刘正丰，杜栖钰

《环境监测管理与技术》

DOI

2026

基于可解释机器学习的土壤呼吸驱动因素及空间异质性分析

王楠，姜俊杰，赵婷，陈哲昊，胡军国

《生态学报》

2026

基于改进YOLOv11的西兰花识别算法研究

许照昕，胡军国，朱超，高俊

《电子技术应用》

DOI

2026

乡村实景影像中动态目标智能剔除与修复研究

谭诗盈，胡军国

《电子技术应用》

DOI

2026

基于多尺度特征融合的NeRF三维重建方法

陈德锋，胡军国，刘正丰，朱超

《电子技术应用》

2026

基于Google Earth Engine的2000-2022年中国植被绿度时空变化及气候影响

韩康来，胡军国，刘昊奇，姜俊杰

《草业科学》

2026

Bamboo culm and soil carbon flux synchronous measurement system: a continuous monitoring technique incorporating flow adaptive algorithms

Jun-Jie Jiang, Junguo Hu, Yi Cui, Jia-Hao Liu, Lingxia Feng, Tao-Lve Chen

Plant Methods

DOI

2026

Multidimensional Parameter Monitoring and Cross-Sensitivity Decoupling in Force-Sensing Optical Fibers: Mechanisms, Algorithms, and Experimental Validation

Xin Liu, Zhong-Lin Xu, Tao He, Hao Xiang, Jin-Hui Zhao, Yao-Yi Jiao, Dai Hou, Junguo Hu, Chen Chen, Qian Wang, Bei Wang

Journal of Engineering System

DOI

2026

Fault Diagnosis and Early Warning Classification of Force-Sensing Optical Fibers: Physical Modeling, Anomaly Indexing, and Deep Learning Algorithms

Xin Liu, Zhong-Lin Xu, Tao He, Hao Xiang, Jin-Hui Zhao, Yao-Yi Jiao, Dai Hou, Junguo Hu, Chen Chen, Qian Wang, Bei Wang

Journal of Engineering System

DOI

2025

Spatial non-uniformity in the distribution of global soil respiration observation data: Implications for model predictions

Junjie Jiang, Lingxia Feng, Junguo Hu, Chao Zhu

Agricultural And Forest Meteorology，Vol. 372

DOI

2025

基于增强知识蒸馏的小样本植物病害识别方法

聂远，周厚奎，张广群，何涛，胡军国

《浙江农林大学学报》

2025

基于CFD的土壤呼吸动态开放室法模拟

蔡行行，胡军国，谷恪忱，潘辰昕

《计算机仿真》

2025

基于Unity3D的虚拟乡村漫游系统设计与实现

刘正丰，胡军国，陈德锋，杜栖钰，吕旭煌

《电子技术应用》

DOI

2025

密闭气室法测量碳通量误差分析

吴志威，孙麒淞，姜俊杰，冯玲霞，李光亮，陈韬略，胡军国

《土壤通报》

2025

餐饮业食物浪费及其碳足迹研究——以杭州市临安区为例

杜栖钰，胡军国，朱超，刘正丰，胡子龙，吕旭煌

《食品工业》

2025

Quantifying the Intrinsic Q 10 of Ecosystem and Component Respiration in a Eucalypt Forest: Implications for Climate‐Carbon Feedback

Junjie Jiang, Lingxia Feng, Junguo Hu, Chao Zhu, Guangliang Li, Taolve Chen

Plant Cell & Environment

DOI

2025

Seed 3D Phenotyping Across Multiple Crops Using 3D Gaussian Splatting

Jun Gao, Chao Zhu, Junguo Hu, Fei Deng, Zhaoxin Xu, Xiaomin Wang

Agriculture

DOI

2025

Impacts of extreme climate change on terrestrial ecosystem carbon storage in China

Junjie Jin, Haoqi Liu, Junjie Jiang, Hao Min Huang, Chen Dong, Feng Yu, Chao Zhu, Junguo Hu

The Science of The Total Environment

DOI

2025

Canopy-Wind-Induced Pressure Fluctuations Drive Soil CO2 Transport in Forest Ecosystems

Taolve Chen, Junjie Jiang, Lingxia Feng, Junguo Hu, Yixi Liu

Forests

DOI

2025

HGCS-Det: A Deep Learning-Based Solution for Localizing and Recognizing Household Garbage in Complex Scenarios

Houkui Zhou, Chen Chang, Zhongyi Xia, Qifeng Ding, Qinqin Liao, Qun Wang, Huimin Yu, Haoji Roland Hu, Guangqun Zhang, Junguo Hu, Tao He

Sensors

DOI

2025

Interpretable machine learning unveils threshold responses and spatial patterns of global soil respiration

Junjie Jiang, Lingxia Feng, Junguo Hu, Chao Zhu

Ecological Indicators

DOI

2025

Optimizing Backbone Networks Through Hybrid–Modal Fusion: A New Strategy for Waste Classification

Houkui Zhou, Qifeng Ding, Chen Chang, Qinqin Liao, Qun Wang, Huimin Yu, Haoji Roland Hu, Guangqun Zhang, Junguo Hu, Tao He

Sensors

DOI

2025

YOLO-BCD: A Lightweight Multi-Module Fusion Network for Real-Time Sheep Pose Estimation

Chaojie Sun, Junguo Hu, Qingyue Wang, Chao Zhu, Lei Chen, Chunmei Shi

Sensors

DOI

2025

Uncertainty in soil gas permeability measurements

Lingxia Feng, Junguo Hu, Junjie Jiang

Frontiers in Environmental Science

DOI

2025

Predicting the impact of dynamic global urban expansion on urban soil organic carbon

Lingxia Feng, Junjie Jiang, Junguo Hu, Taolve Chen

Scientific Reports

DOI

2024

Quantifying the Effects of Wind Turbulence on CO2 Flux Measurement in a Closed Chamber

Zhiwei Wu, Junguo Hu, Lingxia Feng, Junjie Jiang, Guangliang Li

Sustainability，Vol. 16, No. 23

DOI

2024

Global soil respiration predictions with associated uncertainties from different spatio-temporal data subsets

Junjie Jiang, Lingxia Feng, Junguo Hu, Haoqi Liu, Chao Zhu, Baitong Chen, Taolue Chen

Ecological Informatics，Vol. 82

DOI

2024

Nitrogen deposition-induced stimulation of soil heterotrophic respiration is counteracted by biochar in a subtropical forest

Yongfu Li, Shaobo Zhang, Yunying Fang, Dafeng Hui, Caixian Tang, Lukas Van Zwieten, Jiashu Zhou, Zhenhui Jiang, Yanjiang Cai, Bing Yu, Junguo Hu, Guomo Zhou, Baojing Gu, Scott X. Chang

Agricultural And Forest Meteorology，Vol. 349

DOI

2024

水稻生态系统碳密度空间分布及其影响因素研究

郭旭东，胡军国，毛国冬

《山东农业大学学报(自然科学版)》

2024

融合GhostNet的YOLOv5垃圾分类方法

李耀，胡军国，乐杨

《电子技术应用》

2024

Global Spatial Projections of Forest Soil Respiration and Associated Uncertainties

Lingxia Feng, Junjie Jiang, Junguo Hu, Chao Zhu, Zhiwei Wu, Guangliang Li, Taolve Chen

Forests

DOI

2024

Underestimation of global soil CO2 flux measurements caused by near-surface winds

Lingxia Feng, Junjie Jiang, Junguo Hu

Frontiers in Forests and Global Change

DOI

2024

Object Detection in Remote Sensing Images of Pine Wilt Disease Based on Adversarial Attacks and Defenses

Qing Li, Wenhui Chen, Xiaohua Chen, Junguo Hu, Xintong Su, Zhuo Ji, Yingjun Wu

Forests

DOI

2024

Application of Tswin-F network based on multi-scale feature fusion in tomato leaf lesion recognition

Yuanbo Ye, Houkui Zhou, Huimin Yu, Haoji Hu, Guangqun Zhang, Junguo Hu, Tao He

Pattern Recognition

DOI

2024

Global soil respiration estimation based on ecological big data and machine learning model

Jiangnan Liu, Junguo Hu, Haoqi Liu, Kanglai Han

Scientific Reports

DOI

2024

YOLO-MTG: a lightweight YOLO model for multi-target garbage detection

Zhongyi Xia, Houkui Zhou, Huimin Yu, Haoji Roland Hu, Guangqun Zhang, Junguo Hu, Tao He

Signal Image and Video Processing

DOI

2024

Optimization of Data Access Method for Integrated Digital Management Platform under Restful Data Interface

Xin Liu, Zhong-Lin Xu, Tao He, Hao Xiang, Jin-Hui Zhao, Yao-Yi Jiao, Dai Hou, Junguo Hu, Chen Chen, Bei Wang, Qian Wang

Procedia Computer Science

DOI

2023

Effect of near-surface winds on the measurement of forest soil CO2 fluxes using closed air chambers

Junjie Jiang, Junguo Hu, Xiaojun Xu, Yongfu Li, Jie Sheng

Frontiers In Ecology And Evolution，Vol. 11

DOI

2023

Deep Learning in Forest Tree Species Classification Using Sentinel-2 on Google Earth Engine: A Case Study of Qingyuan County

Tao He, Houkui Zhou, Caiyao Xu, Junguo Hu, Xingyu Xue, Liuchang Xu, Xiongwei Lou, Kai Zeng, Qun Wang

Sustainability，Vol. 15, No. 3

DOI

2023

Effect of Barometric Pressure Fluctuations on Gas Transport over Soil Surfaces

Junjie Jiang, Kechen Gu, Jiahui Xu, Yao Li, Yang Le, Junguo Hu

Land，Vol. 12, No. 1

DOI

2023

土壤碳通量监测网络中的移动数据收集策略

刘鑫，胡军国

《计算机应用与软件》

2023

一种基于开放气室的土壤呼吸监测装置

谷恪忱，姜俊杰，潘辰昕，孙麒淞，尹文杰，胡军国

《浙江农业学报》

2023

Development and Optimization of a Chamber System Applied to Maize Net Ecosystem Carbon Exchange Measurements

Chenxin Pan, Junguo Hu, Hanghang Cai, Junjie Jiang, Kechen Gu, Chao Zhu, Guodong Mao

Agronomy

DOI

2023

A Multi-Scale Convolution and Multi-Layer Fusion Network for Remote Sensing Forest Tree Species Recognition

Jingjin Hou, Houkui Zhou, Junguo Hu, Huimin Yu, Haoji Roland Hu

Remote Sensing

DOI

2022

Study of a calibration system for soil respiration measurement chambers

Junjie Jiang, Wenjie Yin, Junguo Hu, Yulin Hu

Environmental Research Communications

DOI

2022

An Improved EfficientNetV2 Model Based on Visual Attention Mechanism: Application to Identification of Cassava Disease

Yuanbo Ye, Houkui Zhou, Huimin Yu, Haoji Roland Hu, Guangqun Zhang, Junguo Hu, Tao He

Computational Intelligence and Neuroscience

DOI

2022

Effect of wind turbulence on monitoring soil CO2 flux using the closed gas chamber method

Junjie Jiang, Junguo Hu, Kechen Gu, Shouquan Zhang

Environmental Research Communications

DOI

2021

Rates of soil respiration components in response to inorganic and organic fertilizers in an intensively-managed Moso bamboo forest

Kai-Ping Huang, Yongfu Li, Yongfu Li, Junguo Hu, Caixian Tang, Shaobo Zhang, Shenglei Fu, Peikun Jiang, Tida Ge, Yu Luo, Xinzhang Song, Yongchun Li, Yongchun Li, Yanjiang Cai

Geoderma

DOI

2021

Wood species identification based on an ensemble of deep convolution neural networks

Tao He, Shibiao Mu, Houkui Zhou, Junguo Hu

Wood Research

DOI

2020

基于贝叶斯估计的土壤呼吸传感器最优高度点搜索研究

崔武峰，胡军国，黄彤凯，朱振凯，罗煦钦，胡玉林

《传感技术学报》

2020

基于Maxwell-Stefan扩散模型的土壤碳通量计算方法研究

陈铭儒，胡军国，崔武峰，俞平

《浙江农业学报》

2020

Study on Principles of Soil Respiration Monitoring and Calibration Improvement Methods

Xueting Wang, Junguo Hu

IOP Conference Series Earth and Environmental Science

DOI

2019

基于Fick-小波包变换方法对土壤CO2浓度时间序列的去噪处理

谢宝良，胡军国，李烨斐，陈芳，毛国平

《传感技术学报》

2019

基于WSN的天目山森林碳通量估算

范洪，胡军国，赵明水，毛国平

《环境科学与技术》

DOI

2018

森林土壤呼吸空间格局的研究现状

毛国平，胡军国，严邦祥，陈慧玲，陈茂钦

《安徽农业科学》

2018

Motion Parameter Capturing of Multiple Mobile Targets in Robotic Sensor Networks

Xiaoping Wu, Shenghui Wang, Hailing Feng, Junguo Hu, Guoying Wang

IEEE Access

DOI

2016

Improving Estimations of Spatial Distribution of Soil Respiration Using the Bayesian Maximum Entropy Algorithm and Soil Temperature as Auxiliary Data

Junguo Hu, Jian Zhou, Guomo Zhou, Yiqi Luo, Xiaojun Xu, Pingheng Li, Junyi Liang

PLoS ONE

DOI

2015

一种基于BP神经网络图像分割算法的嵌入式测树系统

舒新展，方凯，胡军国

《计算机科学》

2014

耦合涡度相关技术和光能利用率的森林碳汇计量方法研究

蔡佳丰，胡军国

《电脑编程技巧与维护》

2013

Using an improved back propagation neural network to study spatial distribution of sunshine illumination from sensor network data

Hu Junguo, Zhou Guomo, Xu Xiaojun

Ecological Modelling，Vol. 266

DOI

2013

样本分层对毛竹林地上部分碳储量估算精度的影响

徐小军，周国模，杜华强，周宇峰，胡军国，陆国富

《林业科学》

2013

一种面向下垫面不均一的森林碳通量监测方法

徐小军，周国模，莫路锋，杜华强，施拥军，胡军国，陈丽萍

《中国科学:信息科学》

2013

基于OpenGL和ArcEngine的几种二氧化碳可视化方案的优缺点分析

甘忠言，蔡佳丰，胡军国

《数智技术研究与应用》

2013

Target Tracking with NLOS Detection and Mitigation in Wireless Sensor Networks

Xiaoping Wu, Junguo Hu, Yujia Jiang, Enbin Liu, Guoying Wang

International Journal of Distributed Sensor Networks

DOI

2011

基于GPRS无线传感网的大气CO2浓度采集系统研究与设计

卢建申，胡军国

《成都信息工程大学学报》

2010

基于ARM-Linux的嵌入式GIS关键技术研究

胡军国，祁亨年，董峰，计智伟

《计算机应用与软件》

2010

Study on the Path Planning of Tourist Scenic Area Based on BVC Ant Colony Algorithm

Junguo Hu, Feng Dong, Hengnian Qi

International Symposium on Computational Intelligence and Design

DOI

精选作品

期刊论文

基于无线传感器网络的临安区森林碳汇计量监测

基于可解释机器学习的土壤呼吸驱动因素及空间异质性分析

基于改进YOLOv11的西兰花识别算法研究

乡村实景影像中动态目标智能剔除与修复研究

基于多尺度特征融合的NeRF三维重建方法

基于Google Earth Engine的2000-2022年中国植被绿度时空变化及气候影响

Bamboo culm and soil carbon flux synchronous measurement system: a continuous monitoring technique incorporating flow adaptive algorithms

Multidimensional Parameter Monitoring and Cross-Sensitivity Decoupling in Force-Sensing Optical Fibers: Mechanisms, Algorithms, and Experimental Validation

Fault Diagnosis and Early Warning Classification of Force-Sensing Optical Fibers: Physical Modeling, Anomaly Indexing, and Deep Learning Algorithms

Spatial non-uniformity in the distribution of global soil respiration observation data: Implications for model predictions

基于增强知识蒸馏的小样本植物病害识别方法

基于CFD的土壤呼吸动态开放室法模拟

基于Unity3D的虚拟乡村漫游系统设计与实现

密闭气室法测量碳通量误差分析

餐饮业食物浪费及其碳足迹研究——以杭州市临安区为例

Quantifying the Intrinsic Q 10 of Ecosystem and Component Respiration in a Eucalypt Forest: Implications for Climate‐Carbon Feedback

Seed 3D Phenotyping Across Multiple Crops Using 3D Gaussian Splatting

Impacts of extreme climate change on terrestrial ecosystem carbon storage in China

Canopy-Wind-Induced Pressure Fluctuations Drive Soil CO2 Transport in Forest Ecosystems

HGCS-Det: A Deep Learning-Based Solution for Localizing and Recognizing Household Garbage in Complex Scenarios

Interpretable machine learning unveils threshold responses and spatial patterns of global soil respiration

Optimizing Backbone Networks Through Hybrid–Modal Fusion: A New Strategy for Waste Classification

YOLO-BCD: A Lightweight Multi-Module Fusion Network for Real-Time Sheep Pose Estimation

Uncertainty in soil gas permeability measurements

Predicting the impact of dynamic global urban expansion on urban soil organic carbon

Quantifying the Effects of Wind Turbulence on CO2 Flux Measurement in a Closed Chamber

Global soil respiration predictions with associated uncertainties from different spatio-temporal data subsets

Nitrogen deposition-induced stimulation of soil heterotrophic respiration is counteracted by biochar in a subtropical forest

水稻生态系统碳密度空间分布及其影响因素研究

融合GhostNet的YOLOv5垃圾分类方法

Global Spatial Projections of Forest Soil Respiration and Associated Uncertainties

Underestimation of global soil CO2 flux measurements caused by near-surface winds

Object Detection in Remote Sensing Images of Pine Wilt Disease Based on Adversarial Attacks and Defenses

Application of Tswin-F network based on multi-scale feature fusion in tomato leaf lesion recognition

Global soil respiration estimation based on ecological big data and machine learning model

YOLO-MTG: a lightweight YOLO model for multi-target garbage detection

Optimization of Data Access Method for Integrated Digital Management Platform under Restful Data Interface

Effect of near-surface winds on the measurement of forest soil CO2 fluxes using closed air chambers

Deep Learning in Forest Tree Species Classification Using Sentinel-2 on Google Earth Engine: A Case Study of Qingyuan County

Effect of Barometric Pressure Fluctuations on Gas Transport over Soil Surfaces

土壤碳通量监测网络中的移动数据收集策略

一种基于开放气室的土壤呼吸监测装置

Development and Optimization of a Chamber System Applied to Maize Net Ecosystem Carbon Exchange Measurements

A Multi-Scale Convolution and Multi-Layer Fusion Network for Remote Sensing Forest Tree Species Recognition

Study of a calibration system for soil respiration measurement chambers

An Improved EfficientNetV2 Model Based on Visual Attention Mechanism: Application to Identification of Cassava Disease

Effect of wind turbulence on monitoring soil CO2 flux using the closed gas chamber method

Rates of soil respiration components in response to inorganic and organic fertilizers in an intensively-managed Moso bamboo forest

Wood species identification based on an ensemble of deep convolution neural networks

基于贝叶斯估计的土壤呼吸传感器最优高度点搜索研究

基于Maxwell-Stefan扩散模型的土壤碳通量计算方法研究

Study on Principles of Soil Respiration Monitoring and Calibration Improvement Methods

基于Fick-小波包变换方法对土壤CO2浓度时间序列的去噪处理

基于WSN的天目山森林碳通量估算

森林土壤呼吸空间格局的研究现状

Motion Parameter Capturing of Multiple Mobile Targets in Robotic Sensor Networks

Improving Estimations of Spatial Distribution of Soil Respiration Using the Bayesian Maximum Entropy Algorithm and Soil Temperature as Auxiliary Data

一种基于BP神经网络图像分割算法的嵌入式测树系统

耦合涡度相关技术和光能利用率的森林碳汇计量方法研究

Using an improved back propagation neural network to study spatial distribution of sunshine illumination from sensor network data

样本分层对毛竹林地上部分碳储量估算精度的影响

一种面向下垫面不均一的森林碳通量监测方法

基于OpenGL和ArcEngine的几种二氧化碳可视化方案的优缺点分析

Target Tracking with NLOS Detection and Mitigation in Wireless Sensor Networks

基于GPRS无线传感网的大气CO2浓度采集系统研究与设计

基于ARM-Linux的嵌入式GIS关键技术研究

Study on the Path Planning of Tourist Scenic Area Based on BVC Ant Colony Algorithm

研究方向