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papers
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impact factor
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Top Articles

#TitleJournalYearCitations
1Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based ApproachesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing20122,181
2Deep Learning-Based Classification of Hyperspectral DataIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing20141,992
3Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief NetworkIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2015974
4Irradiance Forecasting for the Power Prediction of Grid-Connected Photovoltaic SystemsIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2009551
5EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover ClassificationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2019542
6Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and OpportunitiesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2020497
7Google Earth Engine Cloud Computing Platform for Remote Sensing Big Data Applications: A Comprehensive ReviewIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2020428
8A Review of Nonlinear Hyperspectral Unmixing MethodsIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2014401
9Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic ReviewIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2020401
10A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-SharpeningIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2018374
11Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion ContestIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2014349
12A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First ResultsIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2013338
13DASNet: Dual Attentive Fully Convolutional Siamese Networks for Change Detection in High-Resolution Satellite ImagesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2021330
14Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban AreasIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2012315
15Evaluating the Utility of Remotely Sensed Soil Moisture Retrievals for Operational Agricultural Drought MonitoringIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2010299
16Global Monitoring and Forecasting of Biomass-Burning Smoke: Description of and Lessons From the Fire Locating and Modeling of Burning Emissions (FLAMBE) ProgramIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2009294
17A Kernel-Based Feature Selection Method for SVM With RBF Kernel for Hyperspectral Image ClassificationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2014291
18Review on Estimation of Land Surface Radiation and Energy Budgets From Ground Measurement, Remote Sensing and Model SimulationsIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2010277
19Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor DecompositionIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2018276
20Recent Developments in High Performance Computing for Remote Sensing: A ReviewIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2011267
21A Comparison of Evaluation Techniques for Building Extraction From Airborne Laser ScanningIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2009261
22A Robust Built-Up Area Presence Index by Anisotropic Rotation-Invariant Textural MeasureIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2008256
23Remote Sensing Image Fusion With Deep Convolutional Neural NetworkIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2018250
24A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral ImageryIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2014247
25Reweighted Infrared Patch-Tensor Model With Both Nonlocal and Local Priors for Single-Frame Small Target DetectionIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2017246
26Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse RepresentationsIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2018235
27Using Hyperspectral Remote Sensing Data for Retrieving Canopy Chlorophyll and Nitrogen ContentIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2012228
28Radar Remote Sensing of Agricultural Canopies: A ReviewIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2017228
29A Pixel-Based Landsat Compositing Algorithm for Large Area Land Cover MappingIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2013226
30Generation of Spectral–Temporal Response Surfaces by Combining Multispectral Satellite and Hyperspectral UAV Imagery for Precision Agriculture ApplicationsIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2015225
31GPS Multipath and Its Relation to Near-Surface Soil Moisture ContentIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2010220
32Spatiotemporal Satellite Image Fusion Using Deep Convolutional Neural NetworksIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2018219
33OpenSARShip: A Dataset Dedicated to Sentinel-1 Ship InterpretationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2018217
34An Evaluation of the ALOS PALSAR L-Band Backscatter—Above Ground Biomass Relationship Queensland, Australia: Impacts of Surface Moisture Condition and Vegetation StructureIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2010216
35Active Deep Learning for Classification of Hyperspectral ImagesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2017214
36Dense Temporal Series of C- and L-band SAR Data for Soil Moisture Retrieval Over Agricultural CropsIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2011212
37The Global Precipitation Measurement (GPM) Microwave Imager (GMI): Instrument Overview and Early On-Orbit PerformanceIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2015211
38Spectral–Spatial Classification of Hyperspectral Image Based on Deep Auto-EncoderIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2016209
39Sensitivity of GNSS-R Spaceborne Observations to Soil Moisture and VegetationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2016208
40Analysis and Optimizations of Global and Local Versions of the RX Algorithm for Anomaly Detection in Hyperspectral DataIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2013206
41Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix ApproximationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2015205
42Multilevel Cloud Detection in Remote Sensing Images Based on Deep LearningIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2017205
43Poverty Evaluation Using NPP-VIIRS Nighttime Light Composite Data at the County Level in ChinaIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2015204
44DeepUNet: A Deep Fully Convolutional Network for Pixel-Level Sea-Land SegmentationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2018203
45Ship and Oil-Spill Detection Using the Degree of Polarization in Linear and Hybrid/Compact Dual-Pol SARIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2012195
46Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion ContestIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2019194
47Weighted-RXD and Linear Filter-Based RXD: Improving Background Statistics Estimation for Anomaly Detection in Hyperspectral ImageryIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2014193
48Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion ContestIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2015193
49${{\rm E}^{2}}{\rm LMs}$: Ensemble Extreme Learning Machines for Hyperspectral Image ClassificationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2014190
50Fast Compressed Sensing SAR Imaging Based on Approximated ObservationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2014189