Yan Jia
Orcid: 0000-0002-8282-8105Affiliations:
- 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 38 papers
between 2015 and 2024.
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Bibliography
2024
Complex-Valued 2D-3D Hybrid Convolutional Neural Network with Attention Mechanism for PolSAR Image Classification.
Remote. Sens., August, 2024
AdaptFormer: An Adaptive Hierarchical Semantic Approach for Change Detection on Remote Sensing Images.
IEEE Trans. Instrum. Meas., 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
Improving CYGNSS-Based Soil Moisture Coverage Through Autocorrelation and Machine Learning-Aided Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Exploring Soil Moisture and Solar-Induced Fluorescence Dynamics with Downscaled Satellite SMAP Data.
Proceedings of the IGARSS 2024, 2024
Machine Learning Analysis of CYGNSS Data for Chlorophyll Concentration Monitoring in Algal Blooms.
Proceedings of the IGARSS 2024, 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
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
IEEE Geosci. Remote. Sens. Lett., 2023
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
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
Remote. Sens., 2022
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
Sensors, 2021
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
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
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
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
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
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Proceedings of the 1st IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2015