Leaderboards/Remote Sensing and Land Use

Remote Sensing and Land Use

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Yuchao Feng
Westlake University
2
Baodong Yuan
Liaocheng University
3
Qingyang Li
Capital Normal University
4
Luigi Tommaso Luppino
UiT The Arctic University of Norway
5
Saeed Ghaderizadeh
Shahid Bahonar University of Kerman
6
Sijie Zhao
Ministry of Natural Resources
7
Yuhao Qing
Shanghai University
8
Hüseyin Fırat
Dicle University
9
Zhenglai Li
Shenzhen Institutes of Advanced Technology
10
Huiwei Jiang
National Administration of Surveying, Mapping and Geoinformation of China

Rising Stars Papers

1
RS-Mamba for Large Remote Sensing Image Dense Prediction
IEEE Transactions on Geoscience and Remote Sensing|2024
262 cit.
2
Spatial-attention ConvMixer architecture for classification and detection of gastrointestinal diseases using the Kvasir dataset
Health Information Science and Systems|2024
39 cit.
3
A hybrid approach based on multipath Swin transformer and ConvMixer for white blood cells classification
Health Information Science and Systems|2024
26 cit.
4
MS-Former: Memory-Supported Transformer for Weakly Supervised Change Detection With Patch-Level Annotations
IEEE Transactions on Geoscience and Remote Sensing|2024
17 cit.
5
DiffUIE: Learning Latent Global Priors in Diffusion Models for Underwater Image Enhancement
IEEE Transactions on Multimedia|2024
15 cit.
6
Unformer: A Transformer-Based Approach for Adaptive Multiscale Feature Aggregation in Underwater Image Enhancement
IEEE Transactions on Artificial Intelligence|2024
11 cit.
7
Detection of Pneumonia Using A Hybrid Approach Consisting of MobileNetV2 and Squeeze-and-Excitation Network
Türk doğa ve fen dergisi :/Türk doğa ve fen dergisi|2024
8 cit.
8
<scp>ConvNext</scp> Mixer‐Based Encoder Decoder Method for Nuclei Segmentation in Histopathology Images
International Journal of Imaging Systems and Technology|2024
5 cit.
9
DXDSENet-CM model: an ensemble learning model based on depthwise Squeeze-and-Excitation ConvMixer architecture for the classification of multi-class skin lesions
Multimedia Tools and Applications|2024
5 cit.
10
HG2former: HSV-Gamma Guided Transformers for Efficient Underwater Image Enhancement
IEEE Journal of Oceanic Engineering|2025
5 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Pedram Ghamisi
Helmholtz Institute Freiberg for Resource Technology
2
Gordana JOVANOVSKA
Anadolu University
3
Aqil Tariq
Wuhan University
4
Xuelong Li
China Telecom (China)
5
Yousef Alhaj Hamoud
Hohai University
6
Naif Al Ajlan
King Saud University
7
Nivedita Kaul
Malaviya National Institute of Technology Jaipur
8
Bei Zhao
Shanghai University of Traditional Chinese Medicine
9
Yimeng Song
University of Hong Kong
10
Sk Ziaul
University of Gour Banga

Emerging Leaders Papers

1
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting
Unknown Journal|2024
284 cit.
2
Mapping of cropland, cropping patterns and crop types by combining optical remote sensing images with decision tree classifier and random forest
Geo-spatial Information Science|2022
219 cit.
3
Landslide detection using deep learning and object-based image analysis
Landslides|2022
199 cit.
4
MaxEnt Modelling and Impact of Climate Change on Habitat Suitability Variations of Economically Important Chilgoza Pine (Pinus gerardiana Wall.) in South Asia
Forests|2022
191 cit.
5
A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks
IEEE Transactions on Cybernetics|2022
179 cit.
6
An Effective and Efficient Algorithm for K-Means Clustering With New Formulation
IEEE Transactions on Knowledge and Data Engineering|2022
142 cit.
7
Positive-Incentive Noise
IEEE Transactions on Neural Networks and Learning Systems|2022
128 cit.
8
Transferring CNN With Adaptive Learning for Remote Sensing Scene Classification
IEEE Transactions on Geoscience and Remote Sensing|2022
116 cit.
9
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection From Multisource Satellite Imagery
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing|2022
114 cit.
10
Flash Flood Susceptibility Assessment and Zonation by Integrating Analytic Hierarchy Process and Frequency Ratio Model with Diverse Spatial Data
Water|2022
113 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Liangpei Zhang
Wuhan University
2
Jón Atli Benediktsson
University of Iceland
3
Lorenzo Bruzzone
University of Trento
4
Antonio Plaza
Universidad de Extremadura
5
Qian Du
Mississippi State University
6
Qihao Weng
Indiana State University
7
Jocelyn Chanussot
Institut polytechnique de Grenoble
8
Licheng Jiao
Ministry of Education
9
José A. Sobrino
Parc Científic de la Universitat de València
10
Xiao Xiang Zhu
Munich Center for Quantum Science and Technology

Current Senior Leaders Papers

1
Classification of hyperspectral remote sensing images with support vector machines
IEEE Transactions on Geoscience and Remote Sensing|2004
4.3k cit.
2
A survey of image classification methods and techniques for improving classification performance
International Journal of Remote Sensing|2007
3.4k cit.
3
DOTA: A Large-Scale Dataset for Object Detection in Aerial Images
Unknown Journal|2018
3.1k cit.
4
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing|2012
2.7k cit.
5
Estimation of land surface temperature–vegetation abundance relationship for urban heat island studies
Remote Sensing of Environment|2003
2.5k cit.
6
Land surface temperature retrieval from LANDSAT TM 5
Remote Sensing of Environment|2004
2.3k cit.
7
Satellite-derived land surface temperature: Current status and perspectives
Remote Sensing of Environment|2013
2.2k cit.
8
Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art
IEEE Geoscience and Remote Sensing Magazine|2016
2.2k cit.
9
Hyperspectral Remote Sensing Data Analysis and Future Challenges
IEEE Geoscience and Remote Sensing Magazine|2013
2.1k cit.
10
Recent advances in techniques for hyperspectral image processing
Remote Sensing of Environment|2009
1.6k cit.

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