Xiangnan Liu

Orcid: 0000-0003-0036-7091

According to our database1, Xiangnan Liu authored at least 94 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Historical Dynamic Mapping of Eucalyptus Plantations in Guangxi during 1990-2019 Based on Sliding-Time-Window Change Detection Using Dense Landsat Time-Series Data.
Remote. Sens., March, 2024

Time Allocation Approaches for a Perceptive Mobile Network Using Integration of Sensing and Communication.
IEEE Trans. Wirel. Commun., February, 2024

2023
Distributed Unsupervised Learning for Interference Management in Integrated Sensing and Communication Systems.
IEEE Trans. Wirel. Commun., December, 2023

Joint Optimization of Caching Placement and Power Allocation in Virtualized Satellite-Terrestrial Network.
IEEE Trans. Wirel. Commun., November, 2023

USTB 6G: Key Technologies and Metaverse Applications.
IEEE Wirel. Commun., October, 2023

GNN-Based Power Allocation and User Association in Digital Twin Network for the Terahertz Band.
IEEE J. Sel. Areas Commun., October, 2023

Identification of Ecological Restoration Approaches and Effects Based on the OO-CCDC Algorithm in an Ecologically Fragile Region.
Remote. Sens., August, 2023

Recognition method of maize crop rows at the seedling stage based on MS-ERFNet model.
Comput. Electron. Agric., August, 2023

Joint UAV Placement Optimization, Resource Allocation, and Computation Offloading for THz Band: A DRL Approach.
IEEE Trans. Wirel. Commun., July, 2023

Assessing Forest Landscape Stability through Automatic Identification of Landscape Pattern Evolution in Shanxi Province of China.
Remote. Sens., February, 2023

PPO-Based PDACB Traffic Control Scheme for Massive IoV Communications.
IEEE Trans. Intell. Transp. Syst., January, 2023

Multi-Dimensional Evaluation of Ecosystem Health in China's Loess Plateau Based on Function-Oriented Metrics and BFAST Algorithm.
Remote. Sens., January, 2023

Sub-Annual Scale LandTrendr: Sub-Annual Scale Deforestation Detection Algorithm Using Multi-Source Time Series Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Intelligent Channel Prediction and Power Adaptation in LEO Constellation for 6G.
IEEE Netw., 2023

User Scheduling and Task Offloading in Multi-Tier Computing 6G Vehicular Network.
IEEE J. Sel. Areas Commun., 2023

Spatiotemporal graph-based analysis of land cover evolution using remote sensing time series data.
Int. J. Geogr. Inf. Sci., 2023

Deep manifold regularized semi-nonnegative matrix factorization for Multi-view Clustering.
Appl. Soft Comput., 2023

2022
Remote Sensing Extraction Method of Illicium verum Based on Functional Characteristics of Vegetation Canopy.
Remote. Sens., December, 2022

An Object- and Shapelet-Based Method for Mapping Planted Forest Dynamics from Landsat Time Series.
Remote. Sens., December, 2022

Decomposition of long time-series fraction of absorbed photosynthetically active radiation signal for distinguishing heavy metal stress in rice.
Comput. Electron. Agric., July, 2022

Energy Efficient User Association, Resource Allocation and Caching Deployment in Fog Radio Access Networks.
IEEE Trans. Veh. Technol., 2022

Online Forest Disturbance Detection at the Sub-Annual Scale Using Spatial Context From Sparse Landsat Time Series.
IEEE Trans. Geosci. Remote. Sens., 2022

State-and-Evolution Detection Models: A Framework for Continuously Monitoring Landscape Pattern Change.
IEEE Trans. Geosci. Remote. Sens., 2022

Reconstruction of Optical Image Time Series With Unequal Lengths SAR Based on Improved Sequence-Sequence Model.
IEEE Trans. Geosci. Remote. Sens., 2022

Hybrid Spatiotemporal Graph Convolutional Network for Detecting Landscape Pattern Evolution From Long-Term Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Proximal Policy Optimization-Based Transmit Beamforming and Phase-Shift Design in an IRS-Aided ISAC System for the THz Band.
IEEE J. Sel. Areas Commun., 2022

Primal-Dual Learning for Cross-Layer Resource Management in Cell-Free Massive MIMO IIoT.
IEEE Internet Things J., 2022

Deep Dyna-Reinforcement Learning Based on Random Access Control in LEO Satellite IoT Networks.
IEEE Internet Things J., 2022

An improved YOLOv5 model based on visual attention mechanism: Application to recognition of tomato virus disease.
Comput. Electron. Agric., 2022

AI-aided Traffic Control Scheme for M2M Communications in the Internet of Vehicles.
Proceedings of the IEEE International Conference on Communications, 2022

2021
Extracting Frequent Sequential Patterns of Forest Landscape Dynamics in Fenhe River Basin, Northern China, from Landsat Time Series to Evaluate Landscape Stability.
Remote. Sens., 2021

Comparative Analysis of Edge Information and Polarization on SAR-to-Optical Translation Based on Conditional Generative Adversarial Networks.
Remote. Sens., 2021

Multi-Scale Spatiotemporal Change Characteristics Analysis of High-Frequency Disturbance Forest Ecosystem Based on Improved Spatiotemporal Cube Model.
Remote. Sens., 2021

Developing a new disturbance index for tracking gradual change of forest ecosystems in the hilly red soil region of southern China using dense Landsat time series.
Ecol. Informatics, 2021

An autoencoder-based model for forest disturbance detection using Landsat time series data.
Int. J. Digit. Earth, 2021

Spectral analysis of seasonal rock and vegetation changes for detecting karst rocky desertification in southwest China.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Long-term Landsat monitoring of mining subsidence based on spatiotemporal variations in soil moisture: A case study of Shanxi Province, China.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Characterising three decades of evolution of forest spatial pattern in a major coal-energy province in northern China using annual Landsat time series.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Quantifying the spatiotemporal characteristics of multi-dimensional karst ecosystem stability with Landsat time series in southwest China.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Primal Dual PPO Learning Resource Allocation in Indoor IRS-Aided Networks.
Proceedings of the IEEE Global Communications Conference, 2021

2020
Multi-Type Forest Change Detection Using BFAST and Monthly Landsat Time Series for Monitoring Spatiotemporal Dynamics of Forests in Subtropical Wetland.
Remote. Sens., 2020

An Improved Spatiotemporal Data Fusion Method Using Surface Heterogeneity Information Based on ESTARFM.
Remote. Sens., 2020

Analysis of ecological resilience to evaluate the inherent maintenance capacity of a forest ecosystem using a dense Landsat time series.
Ecol. Informatics, 2020

Parallel Computing for Obtaining Regional Scale Rice Growth Conditions Based on WOFOST and Satellite Images.
IEEE Access, 2020

2019
Long-Term Monitoring of Cropland Change near Dongting Lake, China, Using the LandTrendr Algorithm with Landsat Imagery.
Remote. Sens., 2019

Assimilating Remote Sensing Phenological Information into the WOFOST Model for Rice Growth Simulation.
Remote. Sens., 2019

Detection of Rice Phenological Variations under Heavy Metal Stress by Means of Blended Landsat and MODIS Image Time Series.
Remote. Sens., 2019

An approach for heavy metal pollution detected from spatio-temporal stability of stress in rice using satellite images.
Int. J. Appl. Earth Obs. Geoinformation, 2019

Collaborative inversion heavy metal stress in rice by using two-dimensional spectral feature space based on HJ-1 A HSI and radarsat-2 SAR remote sensing data.
Int. J. Appl. Earth Obs. Geoinformation, 2019

2018
Scaling Correction of Remotely Sensed Leaf Area Index for Farmland Landscape Pattern With Multitype Spatial Heterogeneities Using Fractal Dimension and Contextural Parameters.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Finding the Key Periods for Assimilating HJ-1A/B CCD Data and the WOFOST Model to Evaluate Heavy Metal Stress in Rice.
Sensors, 2018

A New Vegetation Index Based on Multitemporal Sentinel-2 Images for Discriminating Heavy Metal Stress Levels in Rice.
Sensors, 2018

Classification of Rice Heavy Metal Stress Levels Based on Phenological Characteristics Using Remote Sensing Time-Series Images and Data Mining Algorithms.
Sensors, 2018

Evaluating Heavy Metal Stress Levels in Rice Based on Remote Sensing Phenology.
Sensors, 2018

Phenology-Based Residual Trend Analysis of MODIS-NDVI Time Series for Assessing Human-Induced Land Degradation.
Sensors, 2018

A Modified Spatiotemporal Fusion Algorithm Using Phenological Information for Predicting Reflectance of Paddy Rice in Southern China.
Remote. Sens., 2018

Method for Mapping Rice Fields in Complex Landscape Areas Based on Pre-Trained Convolutional Neural Network from HJ-1 A/B Data.
ISPRS Int. J. Geo Inf., 2018

Study on the method of colour image noise reduction based on optimal channel-processing.
IET Image Process., 2018

Overview of deep space laser communication.
Sci. China Inf. Sci., 2018

Combination of Crop Growth Model and Radiation Transfer Model with Remote Sensing Data Assimilation for Fapar Estimation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Identifying multiple stressors in regional agro-ecosystems based on sentinel-2 spectral indices time series.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Energy Efficient Resource Allocation and Caching in Fog Radio Access Networks.
Proceedings of the IEEE Global Communications Conference, 2018

2017
Evaluating Heavy-Metal Stress Levels in Rice Using a Theoretical Model of Canopy-Air Temperature and Leaf Area Index Based on Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Distinguishing Heavy-Metal Stress Levels in Rice Using Synthetic Spectral Index Responses to Physiological Function Variations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Extraction of Rice Phenological Differences under Heavy Metal Stress Using EVI Time-Series from HJ-1A/B Data.
Sensors, 2017

Estimating FAPAR of Rice Growth Period Using Radiation Transfer Model Coupled with the WOFOST Model for Analyzing Heavy Metal Stress.
Remote. Sens., 2017

Temporal Interpolation of Satellite-Derived Leaf Area Index Time Series by Introducing Spatial-Temporal Constraints for Heterogeneous Grasslands.
Remote. Sens., 2017

Assessment of heavy metal stress using hyperspectral data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Optimizing the Temporal Scale in the Assimilation of Remote Sensing and WOFOST Model for Dynamically Monitoring Heavy Metal Stress in Rice.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Deriving the Characteristic Scale for Effectively Monitoring Heavy Metal Stress in Rice by Assimilation of GF-1 Data with the WOFOST Model.
Sensors, 2016

Spatial Up-Scaling Correction for Leaf Area Index Based on the Fractal Theory.
Remote. Sens., 2016

Regional heavy metal pollution in crops by integrating physiological function variability with spatio-temporal stability using multi-temporal thermal remote sensing.
Int. J. Appl. Earth Obs. Geoinformation, 2016

2015
The Dynamic Assessment Model for Monitoring Cadmium Stress Levels in Rice Based on the Assimilation of Remote Sensing and the WOFOST Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Analyzing the Spatial Scaling Bias of Rice Leaf Area Index From Hyperspectral Data Using Wavelet-Fractal Technique.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Multivariable integration method for estimating sea surface salinity in coastal waters from in situ data and remotely sensed data using random forest algorithm.
Comput. Geosci., 2015

A hyperspectral index sensitive to subtle changes in the canopy chlorophyll content under arsenic stress.
Int. J. Appl. Earth Obs. Geoinformation, 2015

An improved assimilation method with stress factors incorporated in the WOFOST model for the efficient assessment of heavy metal stress levels in rice.
Int. J. Appl. Earth Obs. Geoinformation, 2015

Impact of Optical Preamplifier Beat Noise on Inter-Satellite Coherent Optical Communication System.
Proceedings of the OPTICS 2015, 2015

An improved BP neural network model for estimating Cd stress in rice using remote sensing data.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

2014
Evaluating total inorganic nitrogen in coastal waters through fusion of multi-temporal RADARSAT-2 and optical imagery using random forest algorithm.
Int. J. Appl. Earth Obs. Geoinformation, 2014

Assessment of Terrestrial Ecosystem Health in the Yellow River Basin.
Proceedings of the Geo-Informatics in Resource Management and Sustainable Ecosystem, 2014

2013
Integration of dynamic rainfall data with environmental factors to forecast debris flow using an improved GMDH model.
Comput. Geosci., 2013

The assimilation of spectral sensing and the WOFOST model for the dynamic simulation of cadmium accumulation in rice tissues.
Int. J. Appl. Earth Obs. Geoinformation, 2013

A random forest model for estimating Canopy Chlorophyll Content in rice using hyperspectral measurements.
Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 2013

2012
Estimating regional heavy metal concentrations in rice by scaling up a field-scale heavy metal assessment model.
Int. J. Appl. Earth Obs. Geoinformation, 2012

Local search for learning algorithm in adaptive fuzzy inference system.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011
Integrating spectral indices with environmental parameters for estimating heavy metal concentrations in rice using a dynamic fuzzy neural-network model.
Comput. Geosci., 2011

Wavelet-based detection of crop zinc stress assessment using hyperspectral reflectance.
Comput. Geosci., 2011

Monitoring stress levels on rice with heavy metal pollution from hyperspectral reflectance data using wavelet-fractal analysis.
Int. J. Appl. Earth Obs. Geoinformation, 2011

A novel puncturing scheme for rate-compatible low-density parity-check codes.
Proceedings of the 6th International ICST Conference on Communications and Networking in China, 2011

2010
Estimating chlorophyll content of rice under soil contamination stress using BPNN.
Proceedings of the Sixth International Conference on Natural Computation, 2010

Estimating leaf chlorophyll content of rice under heavy metal stress using neural network model.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

2006
Remote Sensing and GIS for Identifying and Monitoring the Environmental Factors Associated with Vector-borne Disease: An Overview.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Study on Urban House Information Extraction Automatically from Quick Bird Images based on Space Semantic Model.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006


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