Leaderboards/Synthetic Aperture Radar (SAR) Applications and Techniques

Synthetic Aperture Radar (SAR) Applications and Techniques

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Adugna Mullissa
Wageningen University & Research
2
Mehdi Bagheri‐Gavkosh
University of Exeter
3
Narayanarao Bhogapurapu
California Institute of Technology
4
Shaowei Li
Shandong University of Science and Technology
5
Valentina Macchiarulo
Argans (United Kingdom)
6
Chenwei Wang
Intelligent Health (United Kingdom)
7
Muhammad Afaq Hussain
China University of Geosciences
8
Davide Festa
University of Florence
9
Jianwei Li
Shijiazhuang Tiedao University
10
Pei‐Chin Wu
University of Rhode Island

Rising Stars Papers

1
Integrating post-event very high resolution SAR imagery and machine learning for building-level earthquake damage assessment
Bulletin of Earthquake Engineering|2024
40 cit.
2
Landslide susceptibility mapping using artificial intelligence models: a case study in the Himalayas
Landslides|2025
24 cit.
3
Limited-Data SAR ATR Causal Method via Dual-Invariance Intervention
IEEE Transactions on Geoscience and Remote Sensing|2025
19 cit.
4
LUCA: A Sentinel-1 SAR-Based Global Forest Land Use Change Alert
Remote Sensing|2024
18 cit.
5
Monitoring land subsidence in the Peshawar District, Pakistan, with a multi-track PS-InSAR technique
Environmental Science and Pollution Research|2024
7 cit.
6
A New InSAR Temporal Decorrelation Model for Seasonal Vegetation Change With Dense Time-Series Data
IEEE Geoscience and Remote Sensing Letters|2024
7 cit.
7
Spatial analysis of flood susceptibility in Coastal area of Pakistan using machine learning models and SAR imagery
Environmental Earth Sciences|2025
6 cit.
8
Unveiling Causalities in SAR ATR: A Causal Interventional Approach for Limited Data
IEEE Geoscience and Remote Sensing Letters|2024
4 cit.
9
Snow Avalanche Susceptibility Mapping Using Deep Learning, Machine Learning, and Fuzzy Logic: A Case Study of the Šar Mountains, Serbia
Earth Systems and Environment|2025
4 cit.
10
Hybrid heterogeneous ensemble learning framework for flood susceptibility mapping in Balochistan, Pakistan
Journal of Hydrology Regional Studies|2025
3 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Federico Raspini
University of Florence
2
Sisi Wei
Chinese Academy of Sciences
3
Diego Di Martire
University of Naples Federico II
4
Zhengwei Guo
Guangxi University
5
Jie Dong
Wuhan University
6
Zhao Lin
Dalian Neusoft University of Information
7
Beibei Chen
Capital Normal University
8
Shervin Ashrafi
University of Tehran
9
Rajeswari Balasubramaniam
India Meteorological Department
10
Giorgia Giardina
Delft University of Technology

Emerging Leaders Papers

1
Review of satellite radar interferometry for subsidence analysis
Earth-Science Reviews|2022
112 cit.
2
Monitoring deformations of infrastructure networks: A fully automated GIS integration and analysis of InSAR time-series
Structural Health Monitoring|2022
108 cit.
3
Unsupervised detection of InSAR time series patterns based on PCA and K-means clustering
International Journal of Applied Earth Observation and Geoinformation|2023
76 cit.
4
Tri-decadal evolution of land subsidence in the Beijing Plain revealed by multi-epoch satellite InSAR observations
Remote Sensing of Environment|2023
68 cit.
5
Multi-temporal InSAR for transport infrastructure monitoring: recent trends and challenges
Proceedings of the Institution of Civil Engineers - Bridge Engineering|2022
63 cit.
6
Pulse RFI Mitigation in Synthetic Aperture Radar Data via a Three-Step Approach: Location, Notch, and Recovery
IEEE Transactions on Geoscience and Remote Sensing|2022
58 cit.
7
Observation and Mitigation of Mutual RFI Between SAR Satellites: A Case Study Between Chinese GaoFen-3 and European Sentinel-1A
IEEE Transactions on Geoscience and Remote Sensing|2022
50 cit.
8
Monitoring and prediction of landslide-related deformation based on the GCN-LSTM algorithm and SAR imagery
Natural Hazards|2023
40 cit.
9
Smart Jamming Against SAR Based on Nonlinear Frequency-Modulated Signal
IEEE Transactions on Aerospace and Electronic Systems|2022
38 cit.
10
Identification of Crop Type Based on C-AENN Using Time Series Sentinel-1A SAR Data
Remote Sensing|2022
31 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
F. Rocca
Politecnico di Milano
2
Alberto Moreira
Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)
3
H. A. Zebker
Stanford University
4
Charles Werner
Gamma Remote Sensing (Switzerland)
5
Richard Bamler
Technical University of Munich
6
E. Sansosti
National Research Council
7
Nicola Casagli
University of Florence
8
Konstantinos Papathanassiou
Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)
9
Zheng Bao
Peking University
10
Riccardo Lanari
Istituto per il Rilevamento Elettromagnetico dell'Ambiente

Current Senior Leaders Papers

1
Permanent scatterers in SAR interferometry
IEEE Transactions on Geoscience and Remote Sensing|2001
5.4k cit.
2
A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms
IEEE Transactions on Geoscience and Remote Sensing|2002
5.1k cit.
3
A tutorial on synthetic aperture radar
IEEE Geoscience and Remote Sensing Magazine|2013
2.7k cit.
4
Nonlinear subsidence rate estimation using permanent scatterers in differential SAR interferometry
IEEE Transactions on Geoscience and Remote Sensing|2000
2.5k cit.
5
Decorrelation in interferometric radar echoes
IEEE Transactions on Geoscience and Remote Sensing|1992
2.4k cit.
6
Satellite radar interferometry: Two‐dimensional phase unwrapping
Radio Science|1988
2.4k cit.
7
Radar interferogram filtering for geophysical applications
Geophysical Research Letters|1998
2.2k cit.
8
Synthetic aperture radar interferometry
Inverse Problems|1998
2k cit.
9
The shuttle radar topography mission—a new class of digital elevation models acquired by spaceborne radar
ISPRS Journal of Photogrammetry and Remote Sensing|2003
1.8k cit.
10
Mapping small elevation changes over large areas: Differential radar interferometry
Journal of Geophysical Research Atmospheres|1989
1.6k cit.

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