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IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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top-articles
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
5.5
(top 5%)
impact factor
7.4K
(top 5%)
papers
139.2K
(top 5%)
citations
122
(top 5%)
h
-index
5.6
(top 5%)
impact factor
7.9K
all documents
145.0K
doc citations
187
(top 5%)
g
-index
Top Articles
#
Title
Journal
Year
Citations
1
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2012
2,181
2
Deep Learning-Based Classification of Hyperspectral Data
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2014
1,992
3
Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2015
974
4
Irradiance Forecasting for the Power Prediction of Grid-Connected Photovoltaic Systems
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2009
551
5
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2019
542
6
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2020
497
7
Google Earth Engine Cloud Computing Platform for Remote Sensing Big Data Applications: A Comprehensive Review
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2020
428
8
A Review of Nonlinear Hyperspectral Unmixing Methods
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2014
401
9
Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2020
401
10
A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2018
374
11
Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2014
349
12
A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2013
338
13
DASNet: Dual Attentive Fully Convolutional Siamese Networks for Change Detection in High-Resolution Satellite Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2021
330
14
Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban Areas
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2012
315
15
Evaluating the Utility of Remotely Sensed Soil Moisture Retrievals for Operational Agricultural Drought Monitoring
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2010
299
16
Global Monitoring and Forecasting of Biomass-Burning Smoke: Description of and Lessons From the Fire Locating and Modeling of Burning Emissions (FLAMBE) Program
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2009
294
17
A Kernel-Based Feature Selection Method for SVM With RBF Kernel for Hyperspectral Image Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2014
291
18
Review on Estimation of Land Surface Radiation and Energy Budgets From Ground Measurement, Remote Sensing and Model Simulations
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2010
277
19
Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2018
276
20
Recent Developments in High Performance Computing for Remote Sensing: A Review
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2011
267
21
A Comparison of Evaluation Techniques for Building Extraction From Airborne Laser Scanning
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2009
261
22
A Robust Built-Up Area Presence Index by Anisotropic Rotation-Invariant Textural Measure
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2008
256
23
Remote Sensing Image Fusion With Deep Convolutional Neural Network
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2018
250
24
A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2014
247
25
Reweighted Infrared Patch-Tensor Model With Both Nonlocal and Local Priors for Single-Frame Small Target Detection
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2017
246
26
Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2018
235
27
Using Hyperspectral Remote Sensing Data for Retrieving Canopy Chlorophyll and Nitrogen Content
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2012
228
28
Radar Remote Sensing of Agricultural Canopies: A Review
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2017
228
29
A Pixel-Based Landsat Compositing Algorithm for Large Area Land Cover Mapping
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2013
226
30
Generation of Spectral–Temporal Response Surfaces by Combining Multispectral Satellite and Hyperspectral UAV Imagery for Precision Agriculture Applications
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2015
225
31
GPS Multipath and Its Relation to Near-Surface Soil Moisture Content
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2010
220
32
Spatiotemporal Satellite Image Fusion Using Deep Convolutional Neural Networks
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2018
219
33
OpenSARShip: A Dataset Dedicated to Sentinel-1 Ship Interpretation
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2018
217
34
An Evaluation of the ALOS PALSAR L-Band Backscatter—Above Ground Biomass Relationship Queensland, Australia: Impacts of Surface Moisture Condition and Vegetation Structure
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2010
216
35
Active Deep Learning for Classification of Hyperspectral Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2017
214
36
Dense Temporal Series of C- and L-band SAR Data for Soil Moisture Retrieval Over Agricultural Crops
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2011
212
37
The Global Precipitation Measurement (GPM) Microwave Imager (GMI): Instrument Overview and Early On-Orbit Performance
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2015
211
38
Spectral–Spatial Classification of Hyperspectral Image Based on Deep Auto-Encoder
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2016
209
39
Sensitivity of GNSS-R Spaceborne Observations to Soil Moisture and Vegetation
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2016
208
40
Analysis and Optimizations of Global and Local Versions of the RX Algorithm for Anomaly Detection in Hyperspectral Data
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2013
206
41
Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2015
205
42
Multilevel Cloud Detection in Remote Sensing Images Based on Deep Learning
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2017
205
43
Poverty Evaluation Using NPP-VIIRS Nighttime Light Composite Data at the County Level in China
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2015
204
44
DeepUNet: A Deep Fully Convolutional Network for Pixel-Level Sea-Land Segmentation
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2018
203
45
Ship and Oil-Spill Detection Using the Degree of Polarization in Linear and Hybrid/Compact Dual-Pol SAR
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2012
195
46
Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2019
194
47
Weighted-RXD and Linear Filter-Based RXD: Improving Background Statistics Estimation for Anomaly Detection in Hyperspectral Imagery
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2014
193
48
Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2015
193
49
${{\rm E}^{2}}{\rm LMs}$: Ensemble Extreme Learning Machines for Hyperspectral Image Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2014
190
50
Fast Compressed Sensing SAR Imaging Based on Approximated Observation
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2014
189
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