Xiangnan Liu

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 86

Top Venues

Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Sensors

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Yiman Li, Xiangnan Liu, Meiling Liu, Ling Wu, Lihong Zhu, Zhi Huang, Xiaojing Xue, Lingwen Tian
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. 16 (5) (2024)
Yuxin Zhao, Zeyu Cui, Xiangnan Liu, Meiling Liu, Ben Yang, Lei Feng, Botian Zhou, Tingwei Zhang, Zheng Tan, Ling Wu
EWMACD Algorithm in Early Detection of Defoliation Caused by Dendrolimus tabulaeformis Tsai et Liu. Remote. Sens. 16 (13) (2024)
Haijun Zhang, Yuxin Zhang, Xiangnan Liu, Kai Sun, Yaomin Zhang
Resource Allocation and Mobility Management for Perceptive Mobile Networks in 6G. IEEE Wirel. Commun. 31 (4) (2024)
Haijun Zhang, Bowen Chen, Xiangnan Liu, Chao Ren
Joint Radar Sensing, Location, and Communication Resources Optimization in 6G Network. CoRR (2024)
Haijun Zhang, Yuxin Zhang, Xiangnan Liu, Chao Ren, Haojin Li, Chen Sun
Time Allocation Approaches for a Perceptive Mobile Network Using Integration of Sensing and Communication. IEEE Trans. Wirel. Commun. 23 (2) (2024)
Yuqi Xu, Ling Wu, Xiangnan Liu, Chen Chen, Yiman Li, Qian Zhang, Meiling Liu, Tingwei Zhang, Baowen Yang
Remote Sensing Change Detection Method Based on Dynamic Adaptive Focal Loss. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zijun Wu, Haijun Zhang, Xiangnan Liu, Linpei Li, Haojin Li
IRS Empowered MEC System With Computation Offloading, Reflecting Design, and Beamforming Optimization. IEEE Trans. Commun. 72 (5) (2024)
Xiangnan Liu, Haijun Zhang, Kai Sun, Keping Long, George K. Karagiannidis
AI-Driven Integration of Sensing and Communication in the 6G Era. IEEE Netw. 38 (3) (2024)
Haijun Zhang, Minghui Jiang, Xiangnan Liu, Xiangming Wen, Ning Wang, Keping Long
PPO-Based PDACB Traffic Control Scheme for Massive IoV Communications. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Xinyu Zou, Xiangnan Liu, Meiling Liu, Lingwen Tian, Lihong Zhu, Qian Zhang
Spatiotemporal graph-based analysis of land cover evolution using remote sensing time series data. Int. J. Geogr. Inf. Sci. 37 (5) (2023)
Xiangnan Liu, Jiangtao Qi, Weirong Zhang, Zhiyuan Bao, Kaichen Wang, Ning Li
Recognition method of maize crop rows at the seedling stage based on MS-ERFNet model. Comput. Electron. Agric. 211 (2023)
Xiangnan Liu, Shifei Ding, Xiao Xu, Lijuan Wang
Deep manifold regularized semi-nonnegative matrix factorization for Multi-view Clustering. Appl. Soft Comput. 132 (2023)
Haijun Zhang, Wei Song, Xiangnan Liu, Min Sheng, Wei Li, Keping Long, Octavia A. Dobre
Intelligent Channel Prediction and Power Adaptation in LEO Constellation for 6G. IEEE Netw. 37 (2) (2023)
Haijun Zhang, Xu Ma, Xiangnan Liu, Linpei Li, Kai Sun
GNN-Based Power Allocation and User Association in Digital Twin Network for the Terahertz Band. IEEE J. Sel. Areas Commun. 41 (10) (2023)
Haijun Zhang, Lizhe Feng, Xiangnan Liu, Keping Long, George K. Karagiannidis
User Scheduling and Task Offloading in Multi-Tier Computing 6G Vehicular Network. IEEE J. Sel. Areas Commun. 41 (2) (2023)
Haijun Zhang, Jiali Xu, Xiangnan Liu, Keping Long, Victor C. M. Leung
Joint Optimization of Caching Placement and Power Allocation in Virtualized Satellite-Terrestrial Network. IEEE Trans. Wirel. Commun. 22 (11) (2023)
Bowen Hou, Caiyong Wei, Xiangnan Liu, Yuanyuan Meng, Xiaoyue Li
Assessing Forest Landscape Stability through Automatic Identification of Landscape Pattern Evolution in Shanxi Province of China. Remote. Sens. 15 (3) (2023)
Xiangnan Liu, Haijun Zhang, Keping Long, Arumugam Nallanathan, Victor C. M. Leung
Distributed Unsupervised Learning for Interference Management in Integrated Sensing and Communication Systems. IEEE Trans. Wirel. Commun. 22 (12) (2023)
Caiyong Wei, Xiaojing Xue, Lingwen Tian, Qin Yang, Bowen Hou, Wenlong Wang, Dawei Ma, Yuanyuan Meng, Xiangnan Liu
Identification of Ecological Restoration Approaches and Effects Based on the OO-CCDC Algorithm in an Ecologically Fragile Region. Remote. Sens. 15 (16) (2023)
Haijun Zhang, Dong Wang, Shuqing Wu, Wanqing Guan, Xiangnan Liu
USTB 6G: Key Technologies and Metaverse Applications. IEEE Wirel. Commun. 30 (5) (2023)
Heng Wang, Haijun Zhang, Xiangnan Liu, Keping Long, Arumugam Nallanathan
Joint UAV Placement Optimization, Resource Allocation, and Computation Offloading for THz Band: A DRL Approach. IEEE Trans. Wirel. Commun. 22 (7) (2023)
Xiaoyue Li, Xiangnan Liu, Bowen Hou, Lingwen Tian, Qin Yang, Lihong Zhu, Yuanyuan Meng
Multi-Dimensional Evaluation of Ecosystem Health in China's Loess Plateau Based on Function-Oriented Metrics and BFAST Algorithm. Remote. Sens. 15 (2) (2023)
Baowen Yang, Ling Wu, Zhengshan Ju, Xiangnan Liu, Meiling Liu, Tingwei Zhang, Yuqi Xu
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. 16 (2023)
Haijun Zhang, Minghui Jiang, Xiangnan Liu, Keping Long, Victor C. M. Leung
AI-aided Traffic Control Scheme for M2M Communications in the Internet of Vehicles. ICC (2022)
Xiangnan Liu, Haijun Zhang, Xiangming Wen, Keping Long, Jianquan Wang, Lei Sun
Primal-Dual Learning for Cross-Layer Resource Management in Cell-Free Massive MIMO IIoT. IEEE Internet Things J. 9 (18) (2022)
Xiangnan Liu, Haijun Zhang, Keping Long, Mingyu Zhou, Yonghui Li, H. Vincent Poor
Proximal Policy Optimization-based Transmit Beamforming and Phase-shift Design in an IRS-aided ISAC System for the THz Band. CoRR (2022)
Xiaojing Xue, Caiyong Wei, Qin Yang, Lingwen Tian, Lihong Zhu, Yuanyuan Meng, Xiangnan Liu
An Object- and Shapelet-Based Method for Mapping Planted Forest Dynamics from Landsat Time Series. Remote. Sens. 14 (24) (2022)
Lingwen Tian, Xiangnan Liu, Meiling Liu, Ling Wu
State-and-Evolution Detection Models: A Framework for Continuously Monitoring Landscape Pattern Change. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiangtao Qi, Xiangnan Liu, Kai Liu, Farong Xu, Hui Guo, Xinliang Tian, Mao Li, Zhiyuan Bao, Yang Li
An improved YOLOv5 model based on visual attention mechanism: Application to recognition of tomato virus disease. Comput. Electron. Agric. 194 (2022)
Tao Peng, Meiling Liu, Xiangnan Liu, Qian Zhang, Ling Wu, Xinyu Zou
Reconstruction of Optical Image Time Series With Unequal Lengths SAR Based on Improved Sequence-Sequence Model. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiangnan Liu, Haijun Zhang, Keping Long, Mingyu Zhou, Yonghui Li, H. Vincent Poor
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. 40 (7) (2022)
Zhuoyao Zhang, Xiangnan Liu, Lihong Zhu, Junji Li, Yue Zhang
Remote Sensing Extraction Method of Illicium verum Based on Functional Characteristics of Vegetation Canopy. Remote. Sens. 14 (24) (2022)
Meiling Liu, Xiangnan Liu, Ling Wu, Tao Peng, Qian Zhang, Xinyu Zou, Lingwen Tian, Xuan Wang
Hybrid Spatiotemporal Graph Convolutional Network for Detecting Landscape Pattern Evolution From Long-Term Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiangnan Liu, Haijun Zhang, Keping Long, Arumugam Nallanathan, Victor C. M. Leung
Energy Efficient User Association, Resource Allocation and Caching Deployment in Fog Radio Access Networks. IEEE Trans. Veh. Technol. 71 (2) (2022)
Ling Wu, Xiangnan Liu, Meiling Liu, Jinghui Yang, Lihong Zhu, Botian Zhou
Online Forest Disturbance Detection at the Sub-Annual Scale Using Spatial Context From Sparse Landsat Time Series. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Mengqi Li, Meiling Liu, Xiangnan Liu, Tao Peng, Shuyu Wang
Decomposition of long time-series fraction of absorbed photosynthetically active radiation signal for distinguishing heavy metal stress in rice. Comput. Electron. Agric. 198 (2022)
Xiangnan Liu, Haijun Zhang, Keping Long, Arumugam Nallanathan, Victor C. M. Leung
Deep Dyna-Reinforcement Learning Based on Random Access Control in LEO Satellite IoT Networks. IEEE Internet Things J. 9 (16) (2022)
Jie Zhang, Meiling Liu, Xiangnan Liu, Weiqun Luo, Ling Wu, Lihong Zhu
Spectral analysis of seasonal rock and vegetation changes for detecting karst rocky desertification in southwest China. Int. J. Appl. Earth Obs. Geoinformation 100 (2021)
Zhiyu Yi, Meiling Liu, Xiangnan Liu, Yuebin Wang, Ling Wu, Zheng Wang, Lihong Zhu
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 102 (2021)
Haijun Zhang, Xiangnan Liu, Keping Long, H. Vincent Poor
Primal Dual PPO Learning Resource Allocation in Indoor IRS-Aided Networks. GLOBECOM (2021)
Yue Zhang, Xiangnan Liu, Qin Yang, Zhaolun Liu, Yu Li
Extracting Frequent Sequential Patterns of Forest Landscape Dynamics in Fenhe River Basin, Northern China, from Landsat Time Series to Evaluate Landscape Stability. Remote. Sens. 13 (19) (2021)
Yangcen Zhang, Xiangnan Liu, Meiling Liu, Xinyu Zou, Qian Zhang, Tao Peng
Multi-Scale Spatiotemporal Change Characteristics Analysis of High-Frequency Disturbance Forest Ecosystem Based on Improved Spatiotemporal Cube Model. Remote. Sens. 13 (13) (2021)
Gaoxiang Zhou, Ming Liu, Xiangnan Liu
An autoencoder-based model for forest disturbance detection using Landsat time series data. Int. J. Digit. Earth 14 (9) (2021)
Lu Ye, Meiling Liu, Xiangnan Liu, Lihong Zhu
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 61 (2021)
Qian Zhang, Xiangnan Liu, Meiling Liu, Xinyu Zou, Lihong Zhu, Xiaohao Ruan
Comparative Analysis of Edge Information and Polarization on SAR-to-Optical Translation Based on Conditional Generative Adversarial Networks. Remote. Sens. 13 (1) (2021)
Yu Li, Meiling Liu, Xiangnan Liu, Wenfu Yang, Wenwen Wang
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 95 (2021)
Zhi Huang, Xiangnan Liu, Qin Yang, Yuanyuan Meng, Lihong Zhu, Xinyu Zou
Quantifying the spatiotemporal characteristics of multi-dimensional karst ecosystem stability with Landsat time series in southwest China. Int. J. Appl. Earth Obs. Geoinformation 104 (2021)
Bingyu Zhao, Meiling Liu, Jianjun Wu, Xiangnan Liu, Mengxue Liu, Ling Wu
Parallel Computing for Obtaining Regional Scale Rice Growth Conditions Based on WOFOST and Satellite Images. IEEE Access 8 (2020)
Mengxue Liu, Xiangnan Liu, Xiaobin Dong, Bingyu Zhao, Xinyu Zou, Ling Wu, Hejie Wei
An Improved Spatiotemporal Data Fusion Method Using Surface Heterogeneity Information Based on ESTARFM. Remote. Sens. 12 (21) (2020)
Ling Wu, Zhaoliang Li, Xiangnan Liu, Lihong Zhu, Yibo Tang, Biyao Zhang, Boliang Xu, Meiling Liu, Yuanyuan Meng, Boyuan Liu
Multi-Type Forest Change Detection Using BFAST and Monthly Landsat Time Series for Monitoring Spatiotemporal Dynamics of Forests in Subtropical Wetland. Remote. Sens. 12 (2) (2020)
Yuanyuan Meng, Xiangnan Liu, Chao Ding, Boliang Xu, Gaoxiang Zhou, Lihong Zhu
Analysis of ecological resilience to evaluate the inherent maintenance capacity of a forest ecosystem using a dense Landsat time series. Ecol. Informatics 57 (2020)
Xuqing Li, Long Li, Xiangnan Liu
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 78 (2019)
Meiling Liu, Andrew K. Skidmore, Tiejun Wang, Xiangnan Liu, Ling Wu, Lingwen Tian
An approach for heavy metal pollution detected from spatio-temporal stability of stress in rice using satellite images. Int. J. Appl. Earth Obs. Geoinformation 80 (2019)
Gaoxiang Zhou, Xiangnan Liu, Ming Liu
Assimilating Remote Sensing Phenological Information into the WOFOST Model for Rice Growth Simulation. Remote. Sens. 11 (3) (2019)
Lihong Zhu, Xiangnan Liu, Ling Wu, Yibo Tang, Yuanyuan Meng
Long-Term Monitoring of Cropland Change near Dongting Lake, China, Using the LandTrendr Algorithm with Landsat Imagery. Remote. Sens. 11 (10) (2019)
Biyao Zhang, Xiangnan Liu, Meiling Liu, Yuanyuan Meng
Detection of Rice Phenological Variations under Heavy Metal Stress by Means of Blended Landsat and MODIS Image Time Series. Remote. Sens. 11 (1) (2019)
Gaoxiang Zhou, Ming Liu, Xiangnan Liu, Jonathan Li
Combination of Crop Growth Model and Radiation Transfer Model with Remote Sensing Data Assimilation for Fapar Estimation. IGARSS (2018)
Tian Jiang, Xiangnan Liu, Ling Wu
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. 7 (11) (2018)
Ling Wu, Xiangnan Liu, Qiming Qin, Bingyu Zhao, Yujia Ma, Mengxue Liu, Tian Jiang
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. 11 (5) (2018)
Yutan Wang, Yingpeng Dai, Xiangnan Liu, Bohan Liu, Xiaoyun Guo
Study on the method of colour image noise reduction based on optimal channel-processing. IET Image Process. 12 (9) (2018)
Weiren Wu, Ming Chen, Zhe Zhang, Xiangnan Liu, Yuhui Dong
Overview of deep space laser communication. Sci. China Inf. Sci. 61 (4) (2018)
Meiling Liu, Xiangnan Liu, Yuanyuan Meng, Andrew K. Skidmore, Tiejun Wang
Identifying multiple stressors in regional agro-ecosystems based on sentinel-2 spectral indices time series. IGARSS (2018)
Hao Chen, Xiangnan Liu, Chao Ding, Fang Huang
Phenology-Based Residual Trend Analysis of MODIS-NDVI Time Series for Assessing Human-Induced Land Degradation. Sensors 18 (11) (2018)
Zhijiang Zhang, Meiling Liu, Xiangnan Liu, Gaoxiang Zhou
A New Vegetation Index Based on Multitemporal Sentinel-2 Images for Discriminating Heavy Metal Stress Levels in Rice. Sensors 18 (7) (2018)
Haijun Zhang, Xiangnan Liu, Keping Long, Arumugam Nallanathan, Victor C. M. Leung
Energy Efficient Resource Allocation and Caching in Fog Radio Access Networks. GLOBECOM (2018)
Tianjiao Liu, Xiangnan Liu, Meiling Liu, Ling Wu
Classification of Rice Heavy Metal Stress Levels Based on Phenological Characteristics Using Remote Sensing Time-Series Images and Data Mining Algorithms. Sensors 18 (12) (2018)
Shuang Zhao, Xu Qian, Xiangnan Liu, Zhao Xu
Finding the Key Periods for Assimilating HJ-1A/B CCD Data and the WOFOST Model to Evaluate Heavy Metal Stress in Rice. Sensors 18 (4) (2018)
Mengxue Liu, Xiangnan Liu, Ling Wu, Xinyu Zou, Tian Jiang, Bingyu Zhao
A Modified Spatiotemporal Fusion Algorithm Using Phenological Information for Predicting Reflectance of Paddy Rice in Southern China. Remote. Sens. 10 (5) (2018)
Tianjiao Liu, Xiangnan Liu, Meiling Liu, Ling Wu
Evaluating Heavy Metal Stress Levels in Rice Based on Remote Sensing Phenology. Sensors 18 (3) (2018)
Ping Wang, Fang Huang, Xiangnan Liu
Assessment of heavy metal stress using hyperspectral data. IGARSS (2017)
Ming Jin, Xiangnan Liu, Ling Wu, Meiling Liu
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. 10 (1) (2017)
Gaoxiang Zhou, Xiangnan Liu, Shuang Zhao, Ming Liu, Ling Wu
Estimating FAPAR of Rice Growth Period Using Radiation Transfer Model Coupled with the WOFOST Model for Analyzing Heavy Metal Stress. Remote. Sens. 9 (5) (2017)
Shuyuan Liu, Xiangnan Liu, Meiling Liu, Ling Wu, Chao Ding, Zhi Huang
Extraction of Rice Phenological Differences under Heavy Metal Stress Using EVI Time-Series from HJ-1A/B Data. Sensors 17 (6) (2017)
Ming Jin, Xiangnan Liu, Biyao Zhang
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. 10 (7) (2017)
Chao Ding, Xiangnan Liu, Fang Huang
Temporal Interpolation of Satellite-Derived Leaf Area Index Time Series by Introducing Spatial-Temporal Constraints for Heterogeneous Grasslands. Remote. Sens. 9 (9) (2017)
Ling Wu, Qiming Qin, Xiangnan Liu, Huazhong Ren, Jianhua Wang, Xiao Po Zheng, Xin Ye, Yuejun Sun
Spatial Up-Scaling Correction for Leaf Area Index Based on the Fractal Theory. Remote. Sens. 8 (3) (2016)
Feng Liu, Xiangnan Liu, Ling Wu, Zhao Xu, Lu Gong
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. 9 (4) (2016)
Meiling Liu, Xiangnan Liu, Biyao Zhang, Chao Ding
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 51 (2016)
Zhi Huang, Xiangnan Liu, Ming Jin, Chao Ding, Jiale Jiang, Ling Wu
Deriving the Characteristic Scale for Effectively Monitoring Heavy Metal Stress in Rice by Assimilation of GF-1 Data with the WOFOST Model. Sensors 16 (3) (2016)
Feng Liu, Xiangnan Liu, Liting Zhao, Chao Ding, Jiale Jiang, Ling Wu
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. 8 (3) (2015)
Ming Jin, Xiangnan Liu, Ling Wu, Meiling Liu
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 41 (2015)
Meiling Liu, Xiangnan Liu, Da Liu, Chao Ding, Jiale Jiang
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. 75 (2015)
Jiale Jiang, Xiangnan Liu, Zhao Xu, Ming Jin, Feng Liu
An improved BP neural network model for estimating Cd stress in rice using remote sensing data. FSKD (2015)
Jiale Jiang, Xiangnan Liu, Chuanhao Liu, Ling Wu, Xiaopeng Xia, Meiling Liu, Zhihong Du
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. 8 (6) (2015)
Xuqing Li, Xiangnan Liu, Meiling Liu, Cuicui Wang, Xiaopeng Xia
A hyperspectral index sensitive to subtle changes in the canopy chlorophyll content under arsenic stress. Int. J. Appl. Earth Obs. Geoinformation 36 (2015)
Xiangnan Liu, Chengyong Xiang, Liang Zhang, Yingfei Li
Impact of Optical Preamplifier Beat Noise on Inter-Satellite Coherent Optical Communication System. OPTICS (2015)
Cuicui Wang, Xiangnan Liu, Weiguo Jiang, Wenjie Wang, Qiuling Li, Lihua Yuan, Ran Cao, Yunfei Zhang
Assessment of Terrestrial Ecosystem Health in the Yellow River Basin. GRMSE (2014)
Meiling Liu, Xiangnan Liu, Jin Li, Chao Ding, Jiale Jiang
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 33 (2014)
Hui Zhang, Xiangnan Liu, Erli Cai, Gang Huang, Chao Ding
Integration of dynamic rainfall data with environmental factors to forecast debris flow using an improved GMDH model. Comput. Geosci. 56 (2013)
Xuqing Li, Xiangnan Liu, Zhihong Du, Cuicui Wang
A random forest model for estimating Canopy Chlorophyll Content in rice using hyperspectral measurements. FSKD (2013)
Ling Wu, Xiangnan Liu, Ping Wang, Botian Zhou, Meiling Liu, Xuqing Li
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 25 (2013)
Hui Zhang, Xiangnan Liu
Local search for learning algorithm in adaptive fuzzy inference system. FSKD (2012)
Meiling Liu, Xiangnan Liu, Jonathan Li, Ting Li
Estimating regional heavy metal concentrations in rice by scaling up a field-scale heavy metal assessment model. Int. J. Appl. Earth Obs. Geoinformation 19 (2012)
Meiling Liu, Xiangnan Liu, Weicui Ding, Ling Wu
Monitoring stress levels on rice with heavy metal pollution from hyperspectral reflectance data using wavelet-fractal analysis. Int. J. Appl. Earth Obs. Geoinformation 13 (2) (2011)
Meiling Liu, Xiangnan Liu, Ling Wu, Liqing Duan, Binqing Zhong
Wavelet-based detection of crop zinc stress assessment using hyperspectral reflectance. Comput. Geosci. 37 (9) (2011)
Xiyuan Chen, Honglin Zhao, Yongkui Ma, Xiangnan Liu
A novel puncturing scheme for rate-compatible low-density parity-check codes. CHINACOM (2011)
Meiling Liu, Xiangnan Liu, Menxin Wu, Lufeng Li, Lina Xiu
Integrating spectral indices with environmental parameters for estimating heavy metal concentrations in rice using a dynamic fuzzy neural-network model. Comput. Geosci. 37 (10) (2011)
Ping Wang, Fang Huang, Xiangnan Liu, Ling Zhao
Estimating chlorophyll content of rice under soil contamination stress using BPNN. ICNC (2010)
Meiling Liu, Xiangnan Liu, Binqing Zhong, Shi Cao
Estimating leaf chlorophyll content of rice under heavy metal stress using neural network model. FSKD (2010)
Li Guan, Ping Wang, Fang Huang, Xiangnan Liu
Study on Urban House Information Extraction Automatically from Quick Bird Images based on Space Semantic Model. IGARSS (2006)

Xiangnan Liu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Xiangnan Liu