Xiaofeng Li

Orcid: 0000-0002-7302-8042

Affiliations:
  • Chinese Academy of Sciences, Northeast Institute of Geography and Agroecology, Research Center of Remote Sensing and Geoscience, Changchun, China (PhD 2008)


According to our database1, Xiaofeng Li authored at least 42 papers between 2010 and 2024.

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

Timeline

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Bibliography

2024
Multiscale Residual Dense Network for the Super-Resolution of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024

Forest Snow Depth Estimation Based on Optimized Features and DNN Network Using C-Band SAR Data.
IEEE Geosci. Remote. Sens. Lett., 2024

An Effective Fractional Snow Cover Estimation Method Using Deep Feature Snow Index.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
A novel fine-resolution snow depth retrieval model to reveal detailed spatiotemporal patterns of snow cover in Northeast China.
Int. J. Digit. Earth, December, 2023

GRACE Satellite-Based Analysis of Spatiotemporal Evolution and Driving Factors of Groundwater Storage in the Black Soil Region of Northeast China.
Remote. Sens., February, 2023

High-Resolution Imaging of Radiation Brightness Temperature Obtained by Drone-Borne Microwave Radiometer.
Remote. Sens., February, 2023

Coexisting Cloud and Snow Detection Based on a Hybrid Features Network Applied to Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Ship Contour Extraction From SAR Images Based on Faster R-CNN and Chan-Vese Model.
IEEE Trans. Geosci. Remote. Sens., 2023

2022
Fully Automated Classification Method for Crops Based on Spatiotemporal Deep-Learning Fusion Technology.
IEEE Trans. Geosci. Remote. Sens., 2022

An Improved Spatiotemporal Fusion Algorithm for Monitoring Daily Snow Cover Changes With High Spatial Resolution.
IEEE Trans. Geosci. Remote. Sens., 2022

Nondestructive Classification of Maize Moldy Seeds by Hyperspectral Imaging and Optimal Machine Learning Algorithms.
Sensors, 2022

An Approach to Improve the Spatial Resolution and Accuracy of AMSR2 Passive Microwave Snow Depth Product Using Machine Learning in Northeast China.
Remote. Sens., 2022

Development of a Pixel-Wise Forest Transmissivity Model at Frequencies of 19 GHz and 37 GHz for Snow Depth Inversion in Northeast China.
Remote. Sens., 2022

Hierarchical Object-Focused and Grid-Based Deep Unsupervised Segmentation Method for High-Resolution Remote Sensing Images.
Remote. Sens., 2022

Temporal Variation and Component Allocation Characteristics of Geometric and Physical Parameters of Maize Canopy for the Entire Growing Season.
Remote. Sens., 2022

Snow Depth Estimation Based on Parameter Combinations Selection and Machine Learning Algorithm Using C-Band SAR Data in Northeast China.
IEEE Geosci. Remote. Sens. Lett., 2022

A Fine-Resolution Snow Depth Retrieval Algorithm From Enhanced-Resolution Passive Microwave Brightness Temperature Using Machine Learning in Northeast China.
IEEE Geosci. Remote. Sens. Lett., 2022

2021
A Dynamic Snow Depth Inversion Algorithm Derived From AMSR2 Passive Microwave Brightness Temperature Data and Snow Characteristics in Northeast China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Potential and Accurate Evaluation of Unmanned Aerial Vehicle Remote Sensing for Soil Surface Roughness Measurement.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Fast Storage Method for Drone-Borne Passive Microwave Radiation Measurement.
Sensors, 2021

Dynamic Cosine Method for Normalizing Incidence Angle Effect on C-band Radar Backscattering Coefficient for Maize Canopies Based on NDVI.
Remote. Sens., 2021

Building Extraction in Multitemporal High-Resolution Remote Sensing Imagery Using a Multifeature LSTM Network.
IEEE Geosci. Remote. Sens. Lett., 2021

An investigation on microwave transmissivity at frequencies of 18.7 and 36.5 GHz for diverse forest types during snow season.
Int. J. Digit. Earth, 2021

Simultaneously estimating surface soil moisture and roughness of bare soils by combining optical and radar data.
Int. J. Appl. Earth Obs. Geoinformation, 2021

2020
A Nondestructive Conductivity Estimating Method for Saline-Alkali Land Based on Ground Penetrating Radar.
IEEE Trans. Geosci. Remote. Sens., 2020

Performance of Four Passive Microwave Soil Moisture Products in Maize Cultivation Areas of Northeast China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Nondestructive Classification of Soybean Seed Varieties by Hyperspectral Imaging and Ensemble Machine Learning Algorithms.
Sensors, 2020

A New Soil Moisture Retrieval Algorithm from the L-Band Passive Microwave Brightness Temperature Based on the Change Detection Principle.
Remote. Sens., 2020

Crop Classification Method Based on Optimal Feature Selection and Hybrid CNN-RF Networks for Multi-Temporal Remote Sensing Imagery.
Remote. Sens., 2020

Effects of Winter Snow Cover on Spring Soil Moisture Based on Remote Sensing Data Product over Farmland in Northeast China.
Remote. Sens., 2020

Effect of Saline Soil Cracks on Satellite Spectral Inversion Electrical Conductivity.
Remote. Sens., 2020

Research on Water Suitability of Maize Planting Range in Northeast China.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Snow Depth Retrieval in Farmland Based on a Statistical Lookup Table from Passive Microwave Data in Northeast China.
Remote. Sens., 2019

Extract Row-Strcture Parameters of the Maize From UAV Imageries.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Snow Depth Retrieval Based on a Multifrequency Passive Microwave Unmixing Method for Saline-Alkaline Land in the Western Jilin Province of China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

2017
Evaluation and Improvement of SMOS and SMAP Soil Moisture Products for Soils with High Organic Matter over a Forested Area in Northeast China.
Remote. Sens., 2017

2016
Snow Depth Retrieval Based on a Multifrequency Dual-Polarized Passive Microwave Unmixing Method From Mixed Forest Observations.
IEEE Trans. Geosci. Remote. Sens., 2016

Reduction of Spectral Unmixing Uncertainty Using Minimum-Class-Variance Support Vector Machines.
IEEE Geosci. Remote. Sens. Lett., 2016

A linear signal transmission system calibration method of wideband GPR.
Proceedings of the Earth Observing Systems XXI, SPIE Optical Engineering + Applications, San Diego, California, USA, 28 August, 2016

2015
On Spectral Unmixing Resolution Using Extended Support Vector Machines.
IEEE Trans. Geosci. Remote. Sens., 2015

2012
Spectral unmixing based on improved extended support vector machines.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2010
An error analysis method for snow depth inversion using snow emission model.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010


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