Yan Jia

Orcid: 0000-0002-8282-8105

Affiliations:
  • Nanjing University of Posts and Telecommunications, School of Geographic and Biologic Information, China
  • Politecnico di Torino, DET Department, Turin, Italy (PhD 2017)


According to our database1, Yan Jia authored at least 32 papers between 2015 and 2024.

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

Timeline

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Bibliography

2024
Cross-Scene Building Identification Based on Dual-Stream Neural Network and Efficient Channel Attention Mechanism.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Downscaling Solar-Induced Chlorophyll Fluorescence to a 0.05° Monthly Product Using AVHRR Data in East Asia (1995-2003).
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023
Mapping Gross Domestic Product Distribution at 1 km Resolution across Thailand Using the Random Forest Area-to-Area Regression Kriging Model.
ISPRS Int. J. Geo Inf., November, 2023

Multi-Resolution Population Mapping Based on a Stepwise Downscaling Approach Using Multisource Data.
Remote. Sens., April, 2023

Few-Shot Hyperspectral Image Classification Using Meta Learning and Regularized Finetuning.
IEEE Trans. Geosci. Remote. Sens., 2023

An Effective Multimodel Fusion Method for SAR and Optical Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Detecting Algal Bloom Using Cygnss and ERA-5 Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Geographically Weighted Regression-Based Soil Moisture Product Using Cygnss GNSS-R Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Blended Teaching Procedure of Spatial Statistics Course based on the Knowledge Map Analysis of Teaching Methods of Science.
Proceedings of the 7th International Conference on Digital Technology in Education, 2023

2022
Improved Spatiotemporal Information Fusion Approach Based on Bayesian Decision Theory for Land Cover Classification.
Remote. Sens., December, 2022

Ten-Minute Sea-Level Variations From Combined Multi-GNSS Multipath Reflectometry Based on a Weighted Iterative Least-Square Method.
IEEE Trans. Geosci. Remote. Sens., 2022

UNet Combined With Attention Mechanism Method for Extracting Flood Submerged Range.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

An Effective Land Type Labeling Approach for Independently Exploiting High-Resolution Soil Moisture Products Based on CYGNSS Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Soil Moisture Retrieval from the CyGNSS Data Based on a Bilinear Regression.
Remote. Sens., 2022

Assessment of Signal Degradation Performance on Vegetations for GNSS-R SM Retrieval.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Temporal-Spatial Soil Moisture Estimation from CYGNSS Using Machine Learning Regression With a Preclassification Approach.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Significant Wave Height Estimation from Joint CYGNSS DDMA and LES Observations.
Sensors, 2021

Improving CyGNSS-Based Land Remote Sensing: Track-Wise Data Calibration Schemes.
Remote. Sens., 2021

Stand-Alone Retrievals of Soil Moisture and Vegetation Opacity Using the CyGNSS Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Cygnss Soil Moisture Estimation Using Machine Learning Regression.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Using An Attention-Based LSTM Encoder-Decoder Network for Near Real-Time Disturbance Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Classification of High-Spatial-Resolution Remote Sensing Scenes Method Using Transfer Learning and Deep Convolutional Neural Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Modeling and Theoretical Analysis of GNSS-R Soil Moisture Retrieval Based on the Random Forest and Support Vector Machine Learning Approach.
Remote. Sens., 2020

Global Soil Moisture Estimation Using CYGNSS Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Sensitivity of CYGNSS-derived soil moisture to global precipitation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
GNSS-R Soil Moisture Retrieval Based on a XGboost Machine Learning Aided Method: Performance and Validation.
Remote. Sens., 2019

Deep Learning-Based Classification Methods for Remote Sensing Images in Urban Built-Up Areas.
IEEE Access, 2019

2018
Delineation of Built-Up Areas from Very High-Resolution Satellite Imagery Using Multi-Scale Textures and Spatial Dependence.
Remote. Sens., 2018

A carbon nanotube patch antenna for polarization selective radiation performance.
Proceedings of the 1st IEEE International Conference on Knowledge Innovation and Invention, 2018

2016
Estimation of Surface Characteristics Using GNSS LH-Reflected Signals: Land Versus Water.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Polarimetric GNSS-R measurements for soil moisture and vegetation sensing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
GNSS reflectometry for remote sensing of soil moisture.
Proceedings of the 1st IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2015


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