| # | Title | Journal | Year | Citations |
|---|
| 1 | Permanent scatterers in SAR interferometry | IEEE Transactions on Geoscience and Remote Sensing | 2001 | 3,804 |
| 2 | A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms | IEEE Transactions on Geoscience and Remote Sensing | 2002 | 3,412 |
| 3 | Classification of hyperspectral remote sensing images with support vector machines | IEEE Transactions on Geoscience and Remote Sensing | 2004 | 3,288 |
| 4 | Second Simulation of the Satellite Signal in the Solar Spectrum, 6S: an overview | IEEE Transactions on Geoscience and Remote Sensing | 1997 | 2,378 |
| 5 | A transformation for ordering multispectral data in terms of image quality with implications for noise removal | IEEE Transactions on Geoscience and Remote Sensing | 1988 | 2,094 |
| 6 | Vertex component analysis: a fast algorithm to unmix hyperspectral data | IEEE Transactions on Geoscience and Remote Sensing | 2005 | 2,066 |
| 7 | Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks | IEEE Transactions on Geoscience and Remote Sensing | 2016 | 2,064 |
| 8 | A review of target decomposition theorems in radar polarimetry | IEEE Transactions on Geoscience and Remote Sensing | 1996 | 1,999 |
| 9 | An entropy based classification scheme for land applications of polarimetric SAR | IEEE Transactions on Geoscience and Remote Sensing | 1997 | 1,943 |
| 10 | A three-component scattering model for polarimetric SAR data | IEEE Transactions on Geoscience and Remote Sensing | 1998 | 1,850 |
| 11 | Decorrelation in interferometric radar echoes | IEEE Transactions on Geoscience and Remote Sensing | 1992 | 1,847 |
| 12 | Nonlinear subsidence rate estimation using permanent scatterers in differential SAR interferometry | IEEE Transactions on Geoscience and Remote Sensing | 2000 | 1,821 |
| 13 | Microwave Dielectric Behavior of Wet Soil-Part II: Dielectric Mixing Models | IEEE Transactions on Geoscience and Remote Sensing | 1985 | 1,557 |
| 14 | The ozone monitoring instrument | IEEE Transactions on Geoscience and Remote Sensing | 2006 | 1,554 |
| 15 | The MODIS cloud products: algorithms and examples from terra | IEEE Transactions on Geoscience and Remote Sensing | 2003 | 1,497 |
| 16 | Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery | IEEE Transactions on Geoscience and Remote Sensing | 2001 | 1,485 |
| 17 | Soil moisture retrieval from space: the Soil Moisture and Ocean Salinity (SMOS) mission | IEEE Transactions on Geoscience and Remote Sensing | 2001 | 1,390 |
| 18 | A generalized split-window algorithm for retrieving land-surface temperature from space | IEEE Transactions on Geoscience and Remote Sensing | 1996 | 1,383 |
| 19 | On the blending of the Landsat and MODIS surface reflectance: predicting daily Landsat surface reflectance | IEEE Transactions on Geoscience and Remote Sensing | 2006 | 1,321 |
| 20 | Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images | IEEE Transactions on Geoscience and Remote Sensing | 2016 | 1,300 |
| 21 | AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification | IEEE Transactions on Geoscience and Remote Sensing | 2017 | 1,291 |
| 22 | A New Algorithm for Processing Interferometric Data-Stacks: SqueeSAR | IEEE Transactions on Geoscience and Remote Sensing | 2011 | 1,284 |
| 23 | AIRS/AMSU/HSB on the aqua mission: design, science objectives, data products, and processing systems | IEEE Transactions on Geoscience and Remote Sensing | 2003 | 1,271 |
| 24 | Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach | IEEE Transactions on Geoscience and Remote Sensing | 1994 | 1,270 |
| 25 | Soil moisture retrieval from AMSR-E | IEEE Transactions on Geoscience and Remote Sensing | 2003 | 1,259 |
| 26 | TanDEM-X: A Satellite Formation for High-Resolution SAR Interferometry | IEEE Transactions on Geoscience and Remote Sensing | 2007 | 1,244 |
| 27 | Kernel-based methods for hyperspectral image classification | IEEE Transactions on Geoscience and Remote Sensing | 2005 | 1,227 |
| 28 | Classification of hyperspectral data from urban areas based on extended morphological profiles | IEEE Transactions on Geoscience and Remote Sensing | 2005 | 1,189 |
| 29 | The Moderate Resolution Imaging Spectroradiometer (MODIS): land remote sensing for global change research | IEEE Transactions on Geoscience and Remote Sensing | 1998 | 1,178 |
| 30 | A temperature and emissivity separation algorithm for Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) images | IEEE Transactions on Geoscience and Remote Sensing | 1998 | 1,145 |
| 31 | Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework | IEEE Transactions on Geoscience and Remote Sensing | 2018 | 1,123 |
| 32 | A novel phase unwrapping method based on network programming | IEEE Transactions on Geoscience and Remote Sensing | 1998 | 1,122 |
| 33 | The Earth observing system microwave limb sounder (EOS MLS) on the aura Satellite | IEEE Transactions on Geoscience and Remote Sensing | 2006 | 1,097 |
| 34 | An empirical model and an inversion technique for radar scattering from bare soil surfaces | IEEE Transactions on Geoscience and Remote Sensing | 1992 | 1,067 |
| 35 | Aerosol Properties Over Bright-Reflecting Source Regions | IEEE Transactions on Geoscience and Remote Sensing | 2004 | 1,062 |
| 36 | Automatic analysis of the difference image for unsupervised change detection | IEEE Transactions on Geoscience and Remote Sensing | 2000 | 1,037 |
| 37 | Four-component scattering model for polarimetric SAR image decomposition | IEEE Transactions on Geoscience and Remote Sensing | 2005 | 1,035 |
| 38 | Hyperspectral Image Classification Using Dictionary-Based Sparse Representation | IEEE Transactions on Geoscience and Remote Sensing | 2011 | 1,006 |
| 39 | Backscattering from a randomly rough dielectric surface | IEEE Transactions on Geoscience and Remote Sensing | 1992 | 1,003 |
| 40 | Seasonality extraction by function fitting to time-series of satellite sensor data | IEEE Transactions on Geoscience and Remote Sensing | 2002 | 983 |
| 41 | Deep Learning for Hyperspectral Image Classification: An Overview | IEEE Transactions on Geoscience and Remote Sensing | 2019 | 977 |
| 42 | Microwave Dielectric Behavior of Wet Soil-Part 1: Empirical Models and Experimental Observations | IEEE Transactions on Geoscience and Remote Sensing | 1985 | 974 |
| 43 | Graph Convolutional Networks for Hyperspectral Image Classification | IEEE Transactions on Geoscience and Remote Sensing | 2021 | 974 |
| 44 | Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring From an Unmanned Aerial Vehicle | IEEE Transactions on Geoscience and Remote Sensing | 2009 | 972 |
| 45 | When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs | IEEE Transactions on Geoscience and Remote Sensing | 2018 | 966 |
| 46 | Texture analysis of SAR sea ice imagery using gray level co-occurrence matrices | IEEE Transactions on Geoscience and Remote Sensing | 1999 | 952 |
| 47 | A Critical Comparison Among Pansharpening Algorithms | IEEE Transactions on Geoscience and Remote Sensing | 2015 | 943 |
| 48 | Deep Recurrent Neural Networks for Hyperspectral Image Classification | IEEE Transactions on Geoscience and Remote Sensing | 2017 | 937 |
| 49 | Multiresolution-based image fusion with additive wavelet decomposition | IEEE Transactions on Geoscience and Remote Sensing | 1999 | 935 |
| 50 | Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles | IEEE Transactions on Geoscience and Remote Sensing | 2008 | 930 |
