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ORCIDIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 13
Volume 13, 2020
- Giuseppe Grieco
, Ad Stoffelen, Marcos Portabella:
Rationale of GNSS Reflected Delay-Doppler Map (DDM) Distortions Induced by Specular Point Inaccuracies. 3-13 - Benjamin J. Southwell, Andrew G. Dempster:
Sea Ice Transition Detection Using Incoherent Integration and Deconvolution. 14-20 - Mohammad M. Al-Khaldi, Joel T. Johnson, Younghun Kang, Stephen J. Katzberg, Alexandra Bringer, Ethan J. Kubatko, Dylan Wood:
Track-Based Cyclone Maximum Wind Retrievals Using the Cyclone Global Navigation Satellite System (CYGNSS) Mission Full DDMs. 21-29 - Antoni Viros i Martin, Daniel Selva:
Daphne: A Virtual Assistant for Designing Earth Observation Distributed Spacecraft Missions. 30-48 - Lifeng Shi, Xianjin Huang, Taiyang Zhong, Hannes Taubenböck:
Mapping Plastic Greenhouses Using Spectral Metrics Derived From GaoFen-2 Satellite Data. 49-59 - Ziad Abdeldayem:
Automatic Weighted Splines Filter (AWSF): A New Algorithm for Extracting Terrain Measurements From Raw LiDAR Point Clouds. 60-71 - Yusheng Xu, Zhen Ye, Wei Yao, Rong Huang, Xiaohua Tong, Ludwig Hoegner, Uwe Stilla:
Classification of LiDAR Point Clouds Using Supervoxel-Based Detrended Feature and Perception-Weighted Graphical Model. 72-88 - Vinay Ravindra, Sreeja Nag:
Fast Methods of Coverage Evaluation for Tradespace Analysis of Constellations. 89-101 - Estel Cardellach, Weiqiang Li, Antonio Rius, Maximilian Semmling, Jens Wickert, Florian Zus, Christopher S. Ruf, Carlo Buontempo:
First Precise Spaceborne Sea Surface Altimetry With GNSS Reflected Signals. 102-112 - Luofan Dong, Luqi Xing, Tengyan Liu, Huaqiang Du, Fangjie Mao, Ning Han, Xuejian Li, Guomo Zhou, Dien Zhu, Junlong Zheng, Meng Zhang:
Very High Resolution Remote Sensing Imagery Classification Using a Fusion of Random Forest and Deep Learning Technique - Subtropical Area for Example. 113-128 - Xijia Zhou, Pengxin Wang, Kevin Tansey, Darren Ghent, Shuyu Zhang, Hongmei Li, Lei Wang:
Drought Monitoring Using the Sentinel-3-Based Multiyear Vegetation Temperature Condition Index in the Guanzhong Plain, China. 129-142 - Yang Chen, Luliang Tang, Xue Yang, Rongshuang Fan, Muhammad Bilal, Qingquan Li:
Thick Clouds Removal From Multitemporal ZY-3 Satellite Images Using Deep Learning. 143-153 - Qihao Chen, Hui Yang, Linlin Li, Xiuguo Liu:
A Novel Statistical Texture Feature for SAR Building Damage Assessment in Different Polarization Modes. 154-165 - Trecia Kay-Ann Williams, Tao Wei, Xiaolin Zhu:
Mapping Urban Slum Settlements Using Very High-Resolution Imagery and Land Boundary Data. 166-177 - Jianpeng Yin, Wei Wang, Hui Yu, Baokang Liu, Qisheng Feng, Tiangang Liang, Baoping Meng, Shuxia Yang, Jinlong Gao, Jing Ge, Mengjing Hou, Jie Liu:
Estimation of Grassland Height Based on the Random Forest Algorithm and Remote Sensing in the Tibetan Plateau. 178-186 - Juanping Zhao, Zenghui Zhang, Wei Yao, Mihai Datcu, Huilin Xiong, Wenxian Yu:
OpenSARUrban: A Sentinel-1 SAR Image Dataset for Urban Interpretation. 187-203 - Li Feng, Huihui Tian, Zhi Qiao, Menmen Zhao, Yanxia Liu:
Detailed Variations in Urban Surface Temperatures Exploration Based on Unmanned Aerial Vehicle Thermography. 204-216 - Yongchao Zhu, Jens Wickert, Tingye Tao, Kegen Yu, Zhenxuan Li, Xiaochuan Qu, Zhourun Ye, Jun Geng, Jingui Zou, Maximilian Semmling:
Sensing Sea Ice Based on Doppler Spread Analysis of Spaceborne GNSS-R Data. 217-226 - Jiguang Dai, Tingting Zhu, Yang Wang, Rongchen Ma, Xinxin Fang:
Road Extraction From High-Resolution Satellite Images Based on Multiple Descriptors. 227-240 - Muriel Pinheiro, Pau Prats-Iraola, Marc Rodriguez-Cassola, Michelangelo Villano:
Analysis of Low-Oversampled Staggered SAR Data. 241-255 - Binqiang Wang, Xiangtao Zheng, Bo Qu, Xiaoqiang Lu:
Retrieval Topic Recurrent Memory Network for Remote Sensing Image Captioning. 256-270 - Dalton D. Lunga, Jonathan Gerrand, Hsiuhan Lexie Yang, Christopher Layton, Robert N. Stewart:
Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics. 271-283 - Yonggang Qian, Lingli Tang, Chuanrong Li, Ning Wang, Kun Li, Hua Wu, Sibo Duan, Yaokai Liu, Lingling Ma, Caixia Gao, Shi Qiu:
Retrieval of Surface Temperature and Emissivity From Ground-Based Time-Series Thermal Infrared Data. 284-292 - Yuli Sun, Lin Lei, Dongdong Guan, Xiao Li, Gangyao Kuang:
SAR Image Change Detection Based on Nonlocal Low-Rank Model and Two-Level Clustering. 293-306 - Stephen S. Leroy, Riley Fitzgerald, Kerri L. Cahoy, James Abel, James Clark:
Orbital Maintenance of a Constellation of CubeSats for Internal Gravity Wave Tomography. 307-317 - Zhenfeng Shao, Weixun Zhou, Xueqing Deng, Maoding Zhang, Qimin Cheng:
Multilabel Remote Sensing Image Retrieval Based on Fully Convolutional Network. 318-328 - Neeta S. Kothari, Saroj K. Meher, Ganapati Panda:
Improved Spatial Information Based Semisupervised Classification of Remote Sensing Images. 329-340 - Yaotong Cai, Meng Zhang, Hui Lin:
Estimating the Urban Fractional Vegetation Cover Using an Object-Based Mixture Analysis Method and Sentinel-2 MSI Imagery. 341-350 - Bin Yang, Zhao Chen, Bin Wang:
Nonlinear Endmember Identification for Hyperspectral Imagery via Hyperpath-Based Simplex Growing and Fuzzy Assessment. 351-366 - Farah Jahan, Jun Zhou, Mohammad Awrangjeb, Yongsheng Gao:
Inverse Coefficient of Variation Feature and Multilevel Fusion Technique for Hyperspectral and LiDAR Data Classification. 367-381 - Yuan Qi, Lixin Wu, Miao He, Wenfei Mao:
Spatio-Temporally Weighted Two-Step Method for Retrieving Seismic MBT Anomaly: May 2008 Wenchuan Earthquake Sequence Being a Case. 382-391 - Haishuo Wei, Juanle Wang, Baomin Han:
Desertification Information Extraction Along the China-Mongolia Railway Supported by Multisource Feature Space and Geographical Zoning Modeling. 392-402 - Omar Nova, Christophe Guiffaut, Alain Reineix:
Method for the Sea Clutter Characterization in HF Surface Wave Radars From the Fields Diffracted by the Sea Surface. 403-413 - Xinkai Liu, Han Zhai, Yonglin Shen, Benke Lou, Changmin Jiang, Tianqi Li, Sayed Bilal Hussain, Guoling Shen:
Large-Scale Crop Mapping From Multisource Remote Sensing Images in Google Earth Engine. 414-427 - Valerie Graw, Olena Dubovyk, Gohar Ghazaryan, Jonas Schreier, Javier González, Ayman Abdel-Hamid, Yvonne Walz, Karen Dall, Joachim Post, Andries Jordaan:
Timing is Everything-Drought Classification for Risk Assessment. 428-433 - Lei Tong, Jun Zhou, Bin Qian, Jing Yu, Chuangbai Xiao:
Adaptive Graph Regularized Multilayer Nonnegative Matrix Factorization for Hyperspectral Unmixing. 434-447 - Qianguang Tu, Zengzhou Hao:
Validation of Sea Surface Temperature Derived From Himawari-8 by JAXA. 448-459 - Shisheng Guo, Qingsong Zhao, Guolong Cui, Songlin Li, Lingjiang Kong, Xiaobo Yang:
Behind Corner Targets Location Using Small Aperture Millimeter Wave Radar in NLOS Urban Environment. 460-470 - Yulei Tan, Laijun Lu, Lorenzo Bruzzone, Renchu Guan, Zhiyong Chang, Chen Yang:
Hyperspectral Band Selection for Lithologic Discrimination and Geological Mapping. 471-486 - Yijie Tang, Qunming Wang, Ka Zhang, Peter M. Atkinson:
Quantifying the Effect of Registration Error on Spatio-Temporal Fusion. 487-503 - Yao Yao, Daiqiang Wu, Ye Hong, Dongsheng Chen, Zhaotang Liang, Qingfeng Guan, Xun Liang, Liangyang Dai:
Analyzing the Effects of Rainfall on Urban Traffic-Congestion Bottlenecks. 504-512 - Feng Jing, Ramesh P. Singh, Yueju Cui, Ke Sun:
Microwave Brightness Temperature Characteristics of Three Strong Earthquakes in Sichuan Province, China. 513-522 - Qiuju Yang, Penghui Zhou:
Representation and Classification of Auroral Images Based on Convolutional Neural Networks. 523-534 - Alexander W. Jacob, Claudia Notarnicola, Gopika Suresh, Oleg Antropov, Shaojia Ge, Jaan Praks, Yifang Ban, Eric Pottier, Jordi J. Mallorquí, Javier Duro, Marcus E. Engdahl, Fernando Vicente-Guijalba, Carlos López-Martínez, Juan M. Lopez-Sanchez, Marius Litzinger, Harald Kristen, Alejandro Mestre-Quereda, Dariusz Ziolkowski, Marco Lavalle:
Sentinel-1 InSAR Coherence for Land Cover Mapping: A Comparison of Multiple Feature-Based Classifiers. 535-552 - Yumin Tan, Peng Wu, Guanhua Zhou, Yunxin Li, Bingxin Bai:
Combining Residual Neural Networks and Feature Pyramid Networks to Estimate Poverty Using Multisource Remote Sensing Data. 553-565 - Maryam Pourshamsi, Mariano García, Marco Lavalle, Heiko Balzter:
Corrections to "A Machine-Learning Approach to PolInSAR and LiDAR Data Fusion for Improved Tropical Forest Canopy Height Estimation Using NASA AfriSAR Campaign Data". 566 - Farshid Khajehrayeni, Hassan Ghassemian:
Hyperspectral Unmixing Using Deep Convolutional Autoencoders in a Supervised Scenario. 567-576 - Qingyun Yan, Weimin Huang:
Sea Ice Thickness Measurement Using Spaceborne GNSS-R: First Results With TechDemoSat-1 Data. 577-587 - Redha Touati, Max Mignotte, Mohamed Dahmane:
Anomaly Feature Learning for Unsupervised Change Detection in Heterogeneous Images: A Deep Sparse Residual Model. 588-600 - Bisma Yousuf, Aparna Shukla, Manoj K. Arora, Ankit Bindal, Avtar Singh Jasrotia:
On Drivers of Subpixel Classification Accuracy - An Example From Glacier Facies. 601-608 - Bin Zou, Xiaofang Xu, Lamei Zhang:
Object-Based Classification of PolSAR Images Based on Spatial and Semantic Features. 609-619 - Wenchao Li, Meihua Niu, Yongchao Zhang, Yulin Huang, Jianyu Yang:
Forward-Looking Scanning Radar Superresolution Imaging Based on Second-Order Accelerated Iterative Shrinkage-Thresholding Algorithm. 620-631 - Kunlun Qi, Chao Yang, Chuli Hu, Qingfeng Guan, Wenwen Tian, Shengyu Shen, Feifei Peng:
Polycentric Circle Pooling in Deep Convolutional Networks for High-Resolution Remote Sensing Image Recognition. 632-641 - Michael Pieper, Dimitris Manolakis, Eric Truslow, Andrew Weisner, Randall Bostick, Thomas W. Cooley:
Wavelength Calibration Correction Technique for Improved Emissivity Retrieval. 642-648 - Guodong Zhang, Dongkai Yang, Yongqing Yu, Feng Wang:
Wind Direction Retrieval Using Spaceborne GNSS-R in Nonspecular Geometry. 649-658 - Liang Zou, Xingliang Zhu, Changfeng Wu, Yong Liu, Lei Qu:
Spectral-Spatial Exploration for Hyperspectral Image Classification via the Fusion of Fully Convolutional Networks. 659-674 - Bin Cheng, Zuoqi Chen, Bailang Yu, Qiaoxuan Li, Congxiao Wang, Beibei Li, Bin Wu, Yong Li, Jianping Wu:
Automated Extraction of Street Lights From JL1-3B Nighttime Light Data and Assessment of Their Solar Energy Potential. 675-684 - Shaobo Xia, Dong Chen, Ruisheng Wang, Jonathan Li, Xinchang Zhang:
Geometric Primitives in LiDAR Point Clouds: A Review. 685-707 - Jennifer Reynolds, Maria Paola Clarizia, Emanuele Santi:
Wind Speed Estimation From CYGNSS Using Artificial Neural Networks. 708-716 - Huanhuan Yuan, Xiaoyue Wang, Chaoyang Wu, Huanjiong Wang:
Satellite Observed Strong Relationship Between Nighttime Surface Temperature and Leaf Coloring Dates of Terrestrial Ecosystems in East China. 717-725 - Margaríta Torre, Beatriz Remeseiro, Petia Radeva, Fernando Martínez:
DeepNEM: Deep Network Energy-Minimization for Agricultural Field Segmentation. 726-737 - Heng-Chao Li, Wei-Ye Wang, Lei Pan, Wei Li, Qian Du, Ran Tao:
Robust Capsule Network Based on Maximum Correntropy Criterion for Hyperspectral Image Classification. 738-751 - Jianshun Wang, Xiaodong Huang, Yunlong Wang, Tiangang Liang:
Retrieving Snow Depth Information From AMSR2 Data for Qinghai-Tibet Plateau. 752-768 - Yudie Wang, Zhiwei Li, Chao Zeng, Gui-Song Xia, Huanfeng Shen:
An Urban Water Extraction Method Combining Deep Learning and Google Earth Engine. 768-781 - Zhaopeng Hu, Daiqin Yang, Kao Zhang, Zhenzhong Chen:
Object Tracking in Satellite Videos Based on Convolutional Regression Network With Appearance and Motion Features. 783-793 - Wentao Yu, Jing Li, Qinhuo Liu, Gaofei Yin, Yelu Zeng, Shangrong Lin, Jing Zhao:
A Simulation-Based Analysis of Topographic Effects on LAI Inversion Over Sloped Terrain. 794-806 - Karim Alizad, Stephen C. Medeiros, Madeline R. Foster-Martinez, Scott C. Hagen:
Model Sensitivity to Topographic Uncertainty in Meso- and Microtidal Marshes. 807-814 - Zhanya Xu, Leiyu Cao, Shaobo Zhong, Geng Liu, Yongsheng Yang, Shuang Zhu, Xiangang Luo, Liping Di:
Trends in Global Vegetative Drought From Long-Term Satellite Remote Sensing Data. 815-826 - Snehlata Shakya, Sanjeev Kumar, Mayank Goswami:
Deep Learning Algorithm for Satellite Imaging Based Cyclone Detection. 827-839 - Emanuele Ferrentino, Ferdinando Nunziata, Andrea Buono, Angelo Urciuoli, Maurizio Migliaccio:
Multipolarization Time Series of Sentinel-1 SAR Imagery to Analyze Variations of Reservoirs' Water Body. 840-846 - Zhengtao Li, Guokun Chen, Tianxu Zhang:
A CNN-Transformer Hybrid Approach for Crop Classification Using Multitemporal Multisensor Images. 847-858 - Mohamed Yahia, Tarig Ali, Mohammad Maruf Mortula, Riadh Abdelfattah, Samy El Mahdy, Nuwanthi Sashipraba Arampola:
Enhancement of SAR Speckle Denoising Using the Improved Iterative Filter. 859-871 - Jacqueline Le Moigne, John Carl Adams, Sreeja Nag:
A New Taxonomy for Distributed Spacecraft Missions. 872-883 - Songlin Li, Guolong Cui, Shisheng Guo, Chao Jia, Lingjiang Kong, Xiaobo Yang:
On the Electromagnetic Diffraction Propagation Model and Applications. 884-895 - Sonam Futi Sherpa, Manoochehr Shirzaei, Chandrakanta Ojha, Susanna Werth, Renaud Hostache:
Probabilistic Mapping of August 2018 Flood of Kerala, India, Using Space-Borne Synthetic Aperture Radar. 896-913 - Chao Tao, Hao Wang, Ji Qi, Haifeng Li:
Semisupervised Variational Generative Adversarial Networks for Hyperspectral Image Classification. 914-927 - Tess Xiang-Huan Luo, Wallace W. L. Lai:
Subsurface Diagnosis With Time-Lapse GPR Slices and Change Detection Algorithms. 935-940 - I. P. Febin, P. Jidesh, A. A. Bini:
A Retinex-Based Variational Model for Enhancement and Restoration of Low-Contrast Remote-Sensed Images Corrupted by Shot Noise. 941-949 - Penghao Guo, Peixian Zhuang, Yecai Guo:
Bayesian Pan-Sharpening With Multiorder Gradient-Based Deep Network Constraints. 950-962 - Kewen Qu, Wenxing Bao:
Multiple-Priors Ensemble Constrained Nonnegative Matrix Factorization for Spectral Unmixing. 963-975 - Lino Garda Denaro, Chao-Hung Lin:
Hybrid Canonical Correlation Analysis and Regression for Radiometric Normalization of Cross-Sensor Satellite Imagery. 976-986 - Filippo Biondi, Pia Addabbo, Carmine Clemente, Danilo Orlando:
Measurements of Surface River Doppler Velocities With Along-Track InSAR Using a Single Antenna. 987-997 - Yuan Yuan, Zihan Zhang, Qi Wang:
Improved Collaborative Non-Negative Matrix Factorization and Total Variation for Hyperspectral Unmixing. 998-1010 - Xiao Li, Lin Lei, Yuli Sun, Ming Li, Gangyao Kuang:
Multimodal Bilinear Fusion Network With Second-Order Attention-Based Channel Selection for Land Cover Classification. 1011-1026 - Ashkan Taremi Zadeh, Moritz Mälzer, Jonas Simon, Sebastian Beck, Jochen Moll, Viktor Krozer:
Range-Doppler Analysis for Rain Detection at Ka-Band: Numerical and Experimental Results From Laboratory and Field Measurements. 1027-1033 - Junfeng Xie, Genghua Huang, Ren Liu, Chenguang Zhao, Jun Dai, Taoyong Jin, Fan Mo, Ying Zhen, Shaoli Xi, Hongzhao Tang, Xianhui Dou, Chenchen Yang:
Design and Data Processing of China's First Spaceborne Laser Altimeter System for Earth Observation: GaoFen-7. 1034-1044 - Wei Wei, Lei Zhang, Yu Li, Cong Wang, Yanning Zhang:
Intraclass Similarity Structure Representation-Based Hyperspectral Imagery Classification With Few Samples. 1045-1054 - Juntao Yang, Zhizhong Kang, Sai Cheng, Zhou Yang, Perpetual Hope Akwensi:
An Individual Tree Segmentation Method Based on Watershed Algorithm and Three-Dimensional Spatial Distribution Analysis From Airborne LiDAR Point Clouds. 1055-1067 - Shenlu Jiang, Wei Yao, Man Sing Wong, Gen Li, Zhonghua Hong, Tae-Yong Kuc, Xiaohua Tong:
An Optimized Deep Neural Network Detecting Small and Narrow Rectangular Objects in Google Earth Images. 1068-1081 - Vishnu Nandan, Randall K. Scharien, Torsten Geldsetzer, Ronald Kwok, John J. Yackel, Mallik Mahmud, Anja Rösel, Rasmus T. Tonboe, Mats Granskog, Rosemary C. Willatt, Julienne C. Stroeve, Daiki Nomura, Markus Frey:
Snow Property Controls on Modeled Ku-Band Altimeter Estimates of First-Year Sea Ice Thickness: Case Studies From the Canadian and Norwegian Arctic. 1082-1096 - Xia Zhao, Xi Li, Yuyu Zhou, Deren Li:
Analyzing Urban Spatial Connectivity Using Night Light Observations: A Case Study of Three Representative Urban Agglomerations in China. 1097-1108 - Ruochen Liu, Dawei Jiang, Langlang Zhang, Zetong Zhang:
Deep Depthwise Separable Convolutional Network for Change Detection in Optical Aerial Images. 1109-1118 - Yishu Liu, Conghui Chen, Zhengzhuo Han, Liwang Ding, Yingbin Liu:
High-Resolution Remote Sensing Image Retrieval Based on Classification-Similarity Networks and Double Fusion. 1119-1133 - Maysa Malfiza Garcia de Macedo, Andréa Britto Mattos, Dário Augusto Borges Oliveira:
Generalization of Convolutional LSTM Models for Crop Area Estimation. 1134-1142 - Lina Zhuang, Michael K. Ng:
Hyperspectral Mixed Noise Removal By $\ell _1$-Norm-Based Subspace Representation. 1143-1157 - Oriol Cervelló i Nogues, Daniel Pascual, Raul Onrubia, Adriano Camps:
Advanced GNSS-R Signals Processing With GPUs. 1158-1163 - Ali Khazaal, François Cabot, Eric Anterrieu, Yann H. Kerr:
A New Direct Sun Correction Algorithm for the Soil Moisture and Ocean Salinity Space Mission. 1164-1173 - Le Sun, Feiyang Wu, Tianming Zhan, Wei Liu, Jin Wang, Byeungwoo Jeon:
Weighted Nonlocal Low-Rank Tensor Decomposition Method for Sparse Unmixing of Hyperspectral Images. 1174-1188 - Tianjun Wu, Jiancheng Luo, Wen Dong, Lijing Gao, Xiaodong Hu, Zhifeng Wu, Yingwei Sun, Jinsong Liu:
Disaggregating County-Level Census Data for Population Mapping Using Residential Geo-Objects With Multisource Geo-Spatial Data. 1189-1205 - Chuanguang Zhu, Zhengshuai Wang, Peixian Li, Mahdi Motagh, Liya Zhang, Zongli Jiang, Sichun Long:
Retrieval and Prediction of Three-Dimensional Displacements by Combining the DInSAR and Probability Integral Method in a Mining Area. 1206-1217 - Laura Dente, Leila Guerriero, Davide Comite, Nazzareno Pierdicca:
Space-Borne GNSS-R Signal Over a Complex Topography: Modeling and Validation. 1218-1233 - Wei Xiong, Zhenyu Xiong, Yaqi Cui, Yafei Lv:
A Discriminative Distillation Network for Cross-Source Remote Sensing Image Retrieval. 1234-1247 - Xiaomin Ye, Mingsen Lin, Qingtao Song, Qimao Wang:
The Optimized Small Incidence Angle Setting of a Composite Bragg Scattering Model and its Application to Sea Surface Wind Speed Retrieval. 1248-1257 - Zhaokui Li, Tianning Wang, Wei Li, Qian Du, Chuanyun Wang, Cuiwei Liu, Xiangbin Shi:
Deep Multilayer Fusion Dense Network for Hyperspectral Image Classification. 1258-1270 - Xiaohan Zhang, Yafei Lv, Libo Yao, Wei Xiong, Chunlong Fu:
A New Benchmark and an Attribute-Guided Multilevel Feature Representation Network for Fine-Grained Ship Classification in Optical Remote Sensing Images. 1271-1285 - Fatemeh Modares Sabzevari, Robert S. C. Winter, Daniel Oloumi, Karumudi Rambabu:
A Microwave Sensing and Imaging Method for Multiphase Flow Metering of Crude Oil Pipes. 1286-1297 - Joan Francesc Muñoz-Martín, Lara Fernández, Joan Adrià Ruiz De Azua, Adriano Camps:
The Flexible Microwave Payload-2: A SDR-Based GNSS-Reflectometer and L-Band Radiometer for CubeSats. 1298-1311 - Tongwen Li, Huanfeng Shen, Chao Zeng, Qiangqiang Yuan:
A Validation Approach Considering the Uneven Distribution of Ground Stations for Satellite-Based PM2.5 Estimation. 1312-1321 - Pablo Eduardo Espinoza Lara, Carlos Alexandre Rolim Fernandes, L. Adolfo Inza, Jérôme I. Mars, Jean-Philippe Metaxian, Mauro Dalla Mura, Marielle Malfante:
Automatic Multichannel Volcano-Seismic Classification Using Machine Learning and EMD. 1322-1331 - Mehdi Darvishi, Giovanni Cuozzo, Lorenzo Bruzzone, Faramarz Nilfouroushan:
Performance Evaluation of Phase and Weather-Based Models in Atmospheric Correction With Sentinel-1Data: Corvara Landslide in the Alps. 1332-1346 - Xiangfei Shen, Wenxing Bao, Kewen Qu:
Spatial-Spectral Hyperspectral Endmember Extraction Using a Spatial Energy Prior Constrained Maximum Simplex Volume Approach. 1347-1361 - Jun Zhang, Min Zhang, Bin Pan, Zhenwei Shi:
Semisupervised Center Loss for Remote Sensing Image Scene Classification. 1362-1373 - Arundhati Das, Kaushal Bhardwaj, Swarnajyoti Patra, Lorenzo Bruzzone:
A Novel Threshold Detection Technique for the Automatic Construction of Attribute Profiles in Hyperspectral Images. 1374-1384 - Tiziana Beltramonte, Paolo Braca, Maurizio di Bisceglie, Alessio Di Simone, Carmela Galdi, Antonio Iodice, Leonardo Maria Millefiori, Daniele Riccio, Peter Willett:
Simulation-Based Feasibility Analysis of Ship Detection Using GNSS-R Delay-Doppler Maps. 1385-1399 - Jie Sun, Liping Di, Ziheng Sun, Jieyong Wang, Yingdan Wu:
Estimation of GDP Using Deep Learning With NPP-VIIRS Imagery and Land Cover Data at the County Level in CONUS. 1400-1415 - Jiufeng Li, Fangfang Wang, Yingchun Fu, Biyun Guo, Yaolong Zhao, Huafei Yu:
A Novel SUHI Referenced Estimation Method for Multicenters Urban Agglomeration using DMSP/OLS Nighttime Light Data. 1416-1425 - Subir Paul, Vinayaraj Poliyapram, Nevrez Imamoglu, Kuniaki Uto, Ryosuke Nakamura, Dasika Nagesh Kumar:
Canopy Averaged Chlorophyll Content Prediction of Pear Trees Using Convolutional Autoencoder on Hyperspectral Data. 1426-1437 - Nicholas Westing, Kevin C. Gross, Brett J. Borghetti, Jacob A. Martin, Joseph Meola:
Learning Set Representations for LWIR In-Scene Atmospheric Compensation. 1438-1449 - Ekaterina Kalinicheva, Dino Ienco, Jérémie Sublime, Maria Trocan:
Unsupervised Change Detection Analysis in Satellite Image Time Series Using Deep Learning Combined With Graph-Based Approaches. 1450-1466 - Chang Liu, Zhen Li, Ping Zhang, Jiangyuan Zeng, Shuo Gao, Zhaojun Zheng:
An Assessment and Error Analysis of MOD10A1 Snow Product Using Landsat and Ground Observations Over China During 2000-2016. 1467-1478 - Gillian Milani, Mathias Kneubühler, Diego Tonolla, Michael Doering, Michael E. Schaepman:
Characterizing Flood Impact on Swiss Floodplains Using Interannual Time Series of Satellite Imagery. 1479-1493 - Liang Liang, Ting Huang, Liping Di, Di Geng, Juan Yan, Shuguo Wang, Lijuan Wang, Li Li, Bingqian Chen, Jianrong Kang:
Influence of Different Bandwidths on LAI Estimation Using Vegetation Indices. 1494-1502 - Jian Jin, Ming Hao:
Registration of UAV Images Using Improved Structural Shape Similarity Based on Mathematical Morphology and Phase Congruency. 1503-1514 - Xiaolong Chen, Xiaohan Yu, Yong Huang, Jian Guan:
Adaptive Clutter Suppression and Detection Algorithm for Radar Maneuvering Target With High-Order Motions Via Sparse Fractional Ambiguity Function. 1515-1526 - Alireza Akbarpour, Somayyeh Chamaani, Jürgen Sachs, Giovanni Del Galdo:
Clutter Removal of Near-Field UWB SAR Imaging for Pipeline Penetrating Radar. 1527-1539 - Wiebke Aldenhoff, Leif E. B. Eriksson, Yufang Ye, Céline Heuzé:
First-Year and Multiyear Sea Ice Incidence Angle Normalization of Dual-Polarized Sentinel-1 SAR Images in the Beaufort Sea. 1540-1550 - Xiao Jiang, Gang Li, Yu Liu, Xiao-Ping (Steven) Zhang, You He:
Change Detection in Heterogeneous Optical and SAR Remote Sensing Images Via Deep Homogeneous Feature Fusion. 1551-1566 - Gustavo D. Martín del Campo-Becerra, Matteo Nannini, Andreas Reigber:
Statistical Regularization for Enhanced TomoSAR Imaging. 1567-1589 - Chalita Forgotson, Peggy E. O'Neill, Marco L. Carrera, Stephane Belair, Narendra Narayan Das, Iliana E. Mladenova, John D. Bolten, Jennifer M. Jacobs, Eunsang Cho, Vanessa M. Escobar:
How Satellite Soil Moisture Data Can Help to Monitor the Impacts of Climate Change: SMAP Case Studies. 1590-1596 - Ji Zhao, Suzheng Tian, Christian Geiß, Lizhe Wang, Yanfei Zhong, Hannes Taubenböck:
Spectral-Spatial Classification Integrating Band Selection for Hyperspectral Imagery With Severe Noise Bands. 1597-1609 - Joel T. Johnson, Christopher D. Ball, Chi-Chih Chen, Christa McKelvey, Graeme E. Smith, Mark J. Andrews, Andrew O'Brien, Joseph Landon Garry, Sidharth Misra, Rudi Bendig, Carl Felten, Shannon T. Brown, Robert Jarnot, Jonathon Kocz, Kevin Horgan, Jared F. Lucey, Joseph J. Knuble, Michael Solly, Carlos Duran-Aviles, Jinzheng Peng, Damon Bradley, Jeffrey R. Piepmeier, Doug Laczkowski, Matthew Pallas, Nick Monahan, Ervin Krauss:
Real-Time Detection and Filtering of Radio Frequency Interference Onboard a Spaceborne Microwave Radiometer: The CubeRRT Mission. 1610-1624 - Yuta Otsuka, Tomoharu Shimada, Ryo Natsuaki, Akira Hirose:
Consideration on Singular-Point Generating Mechanisms by Analyzing the Effect of Phase-and-Polarization Optimization in PolInSAR. 1625-1638 - Xin Tian, Zhang-Feng Ma, Mi Jiang:
A Modification to Time-Series Coregistration for Sentinel-1 TOPS Data. 1639-1648 - Shuai Chen, Zelang Miao, Lixin Wu, Yueguang He:
Application of an Incomplete Landslide Inventory and One Class Classifier to Earthquake-Induced Landslide Susceptibility Mapping. 1649-1660 - Xidong Chen, Liangyun Liu, Xiao Zhang, Shuai Xie, Liping Lei:
A Novel Water Change Tracking Algorithm for Dynamic Mapping of Inland Water Using Time-Series Remote Sensing Imagery. 1661-1674 - Shuying Wu, Wei Zhou, Kai Yan, Xunxun Zhang:
Response of the Water Conservation Function to Vegetation Dynamics in the Qinghai-Tibetan Plateau Based on MODIS Products. 1675-1686 - Christos Kyrkou, Theocharis Theocharides:
EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion. 1687-1699 - Zengwei Tang, Hong Wang, Xiaobing Li, Xiaohui Li, Wenjie Cai, Chongyuan Han:
An Object-Based Approach for Mapping Crop Coverage Using Multiscale Weighted and Machine Learning Methods. 1700-1713 - Bo Ping, Fenzhen Su, Yunshan Meng:
A Cloud and Cloud Shadow Detection Method Based on Fuzzy c-Means Algorithm. 1714-1727 - Mehdi Darvishi, Giovanni Cuozzo, Lorenzo Bruzzone, Faramarz Nilfouroushan:
Errata to "Performance Evaluation of Phase and Weather-Based Models in Atmospheric Correction With Sentinel-1Data: Corvara Landslide in the Alps". 1728 - Liujun Zhu, Jeffrey P. Walker, Christoph Rüdiger, Pengfeng Xiao:
Identification of Agricultural Row Features Using Optical Data for Scattering and Reflectance Modeling Over Periodic Surfaces. 1729-1739 - James D. Campbell, Amer Melebari, Mahta Moghaddam:
Modeling the Effects of Topography on Delay-Doppler Maps. 1740-1751 - Si-Lu Huang, Wei Song, Yizhuo Wang, Yu Mao Wu, Xiao-Min Pan, Xin-Qing Sheng:
Efficient and Accurate Electromagnetic Angular Sweeping of Rough Surfaces by MPI Parallel Randomized Low-Rank Decomposition. 1752-1760 - Benjamin D. Roth, Michael Grady Saunders, Charles M. Bachmann, Jan van Aardt:
On Leaf BRDF Estimates and Their Fit to Microfacet Models. 1761-1771 - Lu Liu, Jun Wang, Erlei Zhang, Bin Li, Xuan Zhu, Yongqin Zhang, Jinye Peng:
Shallow-Deep Convolutional Network and Spectral-Discrimination-Based Detail Injection for Multispectral Imagery Pan-Sharpening. 1772-1783 - Yuya Arima, Akira Hirose:
Millimeter-Wave Coherent Imaging of Moving Targets by Using Complex-Valued Self-Organizing Map and Auto-Encoder. 1784-1797 - David B. Gillis:
An Underwater Target Detection Framework for Hyperspectral Imagery. 1798-1810 - Frank Maiwald, Shannon T. Brown, Timothy Koch, Lance Milligan, Pekka Kangaslahti, Erich Schlecht, Anders Skalare, Matthew Bloom, Violet Torossian, John Kanis, Shannon Statham, Shawn Kang, Parag Vaze:
Completion of the AMR-C Instrument for Sentinel-6. 1811-1818 - Yuan Yuan, Lei Lin, Lian-Zhi Huo, Yun-long Kong, Zengguang Zhou, Bin Wu, Yan Jia:
Using An Attention-Based LSTM Encoder-Decoder Network for Near Real-Time Disturbance Detection. 1819-1832 - Bowen Li, Lei Yang, Bo Zhang, Dongkai Yang, Di Wu:
Modeling and Simulation of GNSS-R Observables With Effects of Swell. 1833-1841 - Yakun Xie, Jun Zhu, Yungang Cao, Dejun Feng, Minjun Hu, Weilian Li, Yunhao Zhang, Lin Fu:
Refined Extraction Of Building Outlines From High-Resolution Remote Sensing Imagery Based on a Multifeature Convolutional Neural Network and Morphological Filtering. 1842-1855 - Alessio Pignalberi, Michael Pezzopane, David R. Themens, Haris Haralambous, Bruno Nava, Pierdavide Coisson:
On the Analytical Description of the Topside Ionosphere by NeQuick: Modeling the Scale Height Through COSMIC/FORMOSAT-3 Selected Data. 1867-1878 - Paul A. Hwang:
Impact on Sea-Surface Electromagnetic Scattering and Emission Modeling of Recent Progress on the Parameterization of Ocean Surface Roughness, Drag Coefficient, and Whitecap Coverage in High Wind Conditions. 1879-1887 - Yong Yang, Lei Wu, Shuying Huang, Weiguo Wan, Wei Tu, Hangyuan Lu:
Multiband Remote Sensing Image Pansharpening Based on Dual-Injection Model. 1888-1904 - Renbao Lian, Liqin Huang:
DeepWindow: Sliding Window Based on Deep Learning for Road Extraction From Remote Sensing Images. 1905-1916 - Haoyu Jiang, Hao Zheng, Lin Mu:
Improving Altimeter Wind Speed Retrievals Using Ocean Wave Parameters. 1917-1924 - Ziye Wang, Renguang Zuo, Yanni Dong:
Mapping of Himalaya Leucogranites Based on ASTER and Sentinel-2A Datasets Using a Hybrid Method of Metric Learning and Random Forest. 1925-1936 - Mohammad Moein Sheikholeslami, Saeed Nadi, Amin Alizadeh Naeini, Pedram Ghamisi:
An Efficient Deep Unsupervised Superresolution Model for Remote Sensing Images. 1937-1945 - Yu Wang, Weidong Yu, Chunle Wang, Xiuqing Liu:
A Modified Four-Component Decomposition Method With Refined Volume Scattering Models. 1946-1958 - Jyh-Ching Juang, Chen-Tsung Lin, Yung-Fu Tsai:
Comparison and Synergy of BPSK and BOC Modulations in GNSS Reflectometry. 1959-1971 - Ronghua Shang, Junkai Lin, Licheng Jiao, Xiaohui Yang, Yangyang Li:
Superpixel Boundary-Based Edge Description Algorithm for SAR Image Segmentation. 1971-1985 - Wenmei Li, Ziteng Wang, Yu Wang, Jiaqi Wu, Juan Wang, Yan Jia, Guan Gui:
Classification of High-Spatial-Resolution Remote Sensing Scenes Method Using Transfer Learning and Deep Convolutional Neural Network. 1986-1995 - Nabila Bounceur, Ibrahim Hoteit, Omar M. Knio:
A Bayesian Structural Time Series Approach for Predicting Red Sea Temperatures. 1996-2009 - Qin Nie, Kai Shi, Yi Gong, Feipeng Ran, Zongmei Li, Runjing Chen, Lizhong Hua:
Spatial-Temporal Variability of Land Surface Temperature Spatial Pattern: Multifractal Detrended Fluctuation Analysis. 2010-2018 - Guangxing Wang, Peng Ren:
Delving Into Classifying Hyperspectral Images via Graphical Adversarial Learning. 2019-2031 - Qi Zeng, Jie Cheng, Lixin Dong:
Assessment of the Long-Term High-Spatial-Resolution Global LAnd Surface Satellite (GLASS) Surface Longwave Radiation Product Using Ground Measurements. 2032-2055 - Xiaohua Tong, Haiyan Pan, Sicong Liu, Binbin Li, Xin Luo, Huan Xie, Xiong Xu:
A Novel Approach for Hyperspectral Change Detection Based on Uncertain Area Analysis and Improved Transfer Learning. 2056-2069 - Jie-Bang Yan, Linfeng Li, Joshua Nunn, Dorthe Dahl-Jensen, Charles R. O'Neill, Ryan A. Taylor, Christopher D. Simpson, Shashank Wattal, Daniel Steinhage, Prasad Gogineni, Heinrich Miller, Olaf Eisen:
Multiangle, Frequency, and Polarization Radar Measurement of Ice Sheets. 2070-2080 - Shanxiong Chen, Wenzhong Shi, Mingting Zhou, Min Zhang, Pengfei Chen:
Automatic Building Extraction via Adaptive Iterative Segmentation With LiDAR Data and High Spatial Resolution Imagery Fusion. 2081-2095 - Lirong Liu, Xinming Tang, Junfeng Xie, Xiaoming Gao, Wenji Zhao, Fan Mo, Gang Zhang:
Deep-Learning and Depth-Map Based Approach for Detection and 3-D Localization of Small Traffic Signs. 2096-2111 - Da Liang, Heng Zhang, Tingzhu Fang, Yunkai Deng, Weidong Yu, Lei Zhang, Huaitao Fan:
Processing of Very High Resolution GF-3 SAR Spotlight Data With Non-Start-Stop Model and Correction of Curved Orbit. 2112-2122 - Yuanhui Zhu, Kai Liu, Lin Liu, Soe W. Myint, Shugong Wang, Jingjing Cao, Zhifeng Wu:
Estimating and Mapping Mangrove Biomass Dynamic Change Using WorldView-2 Images and Digital Surface Models. 2123-2134 - Cheng Wang, Xuebo Yang, Xiaohuan Xi, Hebing Zhang, Shichao Chen, Shuwen Peng, Xiaoxiao Zhu:
Evaluation of Footprint Horizontal Geolocation Accuracy of Spaceborne Full-Waveform LiDAR Based on Digital Surface Model. 2135-2144 - Yin Zhuang, Lianlin Li, He Chen:
Small Sample Set Inshore Ship Detection From VHR Optical Remote Sensing Images Based on Structured Sparse Representation. 2145-2160 - Pingping Wang, Ping Wang, Cong Wang, Yue Yuan, Di Wang:
A Center Location Algorithm for Tropical Cyclone in Satellite Infrared Images. 2161-2172 - Xingou Xu, Ad Stoffelen, Jan Fokke Meirink:
Comparison of Ocean Surface Rain Rates From the Global Precipitation Mission and the Meteosat Second-Generation Satellite for Wind Scatterometer Quality Control. 2173-2182 - Bing Tu, Chengle Zhou, Xiaolong Liao, Zhi Xu, Yishu Peng, Xianfeng Ou:
Hierarchical Structure-Based Noisy Labels Detection for Hyperspectral Image Classification. 2183-2199 - Ziheng Sun, Liping Di, Hui Fang, Annie Burgess:
Deep Learning Classification for Crop Types in North Dakota. 2200-2213 - Hang Fu, Genyun Sun, Jaime Zabalza, Aizhu Zhang, Jinchang Ren, Xiuping Jia:
A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging. 2214-2225 - Xiaoxiao Ma, Xiangrong Zhang, Xu Tang, Huiyu Zhou, Licheng Jiao:
Hyperspectral Anomaly Detection Based on Low-Rank Representation With Data-Driven Projection and Dictionary Construction. 2226-2239 - Hui Zhang, Wanjun Liu, Huanhuan Lv:
Spatial-Spectral Joint Classification of Hyperspectral Image With Locality and Edge Preserving. 2240-2250 - Siyong Chen, Xiaoyan Wang, Hui Guo, Peiyao Xie, Abuobaida M. Sirelkhatim:
Spatial and Temporal Adaptive Gap-Filling Method Producing Daily Cloud-Free NDSI Time Series. 2251-2263 - Meng Zhang, Huaiqing Zhang, Xinyu Li, Yang Liu, Yaotong Cai, Hui Lin:
Classification of Paddy Rice Using a Stacked Generalization Approach and the Spectral Mixture Method Based on MODIS Time Series. 2264-2275 - Yongjie Xu, Haitao Lang:
Distribution Shift Metric Learning for Fine-Grained Ship Classification in SAR Images. 2276-2285 - Zhijie Zhang, Huan Xie, Xiaohua Tong, Hanwei Zhang, Hong Tang, Binbin Li, Di Wu, Xiaolong Hao, Shijie Liu, Xiong Xu, Sicong Liu, Peng Chen, Yongjiu Feng, Chao Wang, Yanmin Jin:
A Combined Deconvolution and Gaussian Decomposition Approach for Overlapped Peak Position Extraction From Large-Footprint Satellite Laser Altimeter Waveforms. 2286-2303 - Zhongliang Wang, Mi He, Zhen Ye, Ke Xu, Yongjian Nian, Bormin Huang:
Reconstruction of Hyperspectral Images From Spectral Compressed Sensing Based on a Multitype Mixing Model. 2304-2320 - Dawei Li, Guoliang Shi, Weijian Kong, Sifan Wang, Yang Chen:
A Leaf Segmentation and Phenotypic Feature Extraction Framework for Multiview Stereo Plant Point Clouds. 2321-2336 - Caixia Gao, Yaokai Liu, Shi Qiu, Chuanrong Li, Lingling Ma, Qijin Han, Jingru Liu, Enyu Zhao, Yongguang Zhao, Yonggang Qian, Ning Wang:
Radiometric Cross-Calibration of GF-4/VNIR Sensor With Landsat8/OLI, Sentinel-2/MSI, and Terra/MODIS for Monitoring Its Degradation. 2337-2350 - Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Giacomo Fontanelli, Maria Paola Clarizia, Davide Comite, Laura Dente, Leila Guerriero, Nazzareno Pierdicca, Nicolas Floury:
Remote Sensing of Forest Biomass Using GNSS Reflectometry. 2351-2368 - Hang Chen, Hongyan Zhang, Juan Du, Bin Luo:
Unified Framework for the Joint Super-Resolution and Registration of Multiangle Multi/Hyperspectral Remote Sensing Images. 2369-2384 - Hassan Rangaswamy Shwetha, Dasika Nagesh Kumar:
Estimation of Daily Actual Evapotranspiration Using Vegetation Coefficient Method for Clear and Cloudy Sky Conditions. 2385-2395 - Lin Zhang, Xi Li, Fengrui Chen:
Spatiotemporal Analysis of Venezuela's Nighttime Light During the Socioeconomic Crisis. 2396-2408 - Generoso Giangregorio, Carmela Galdi, Maurizio di Bisceglie:
Wind Direction Estimation by Deconvolution of GNSS Delay-Doppler Maps: A Simulation Analysis. 2409-2418 - Zhenyu Li, Jianlai Chen, Wentao Du, Bing Gao, Deming Guo, Tao Jiang, Tao Wu, Huaigen Zhang, Mengdao Xing:
Focusing of Maneuvering High-Squint-Mode SAR Data Based on Equivalent Range Model and Wavenumber-Domain Imaging Algorithm. 2419-2433 - Abdou Bannari, Nadir Hameid Mohamed Musa, Abdelgadir A. Abuelgasim, Ali El-Battay:
Sentinel-MSI and Landsat-OLI Data Quality Characterization for High Temporal Frequency Monitoring of Soil Salinity Dynamic in an Arid Landscape. 2434-2450 - Xingming Zheng, Zhuangzhuang Feng, Hongxin Xu, Yanlong Sun, Yu Bai, Bingze Li, Lei Li, Xiaowei Zhao, Rui Zhang, Tao Jiang, Xiaojie Li, Xiaofeng Li:
Performance of Four Passive Microwave Soil Moisture Products in Maize Cultivation Areas of Northeast China. 2451-2460 - Hongliang Lu, Heng Zhang, Yunkai Deng, Jili Wang, Weidong Yu:
Building 3-D Reconstruction With a Small Data Stack Using SAR Tomography. 2461-2474 - Zhiguo Meng, Shengbo Chen, Yongzhi Wang, Weiming Cheng, Shuanggen Jin, Zhanchuan Cai, Shuo Hu:
Complex Mare Deposits Revealed by CE-2 CELMS Data in Mare Nubium. 2475-2484 - Chunyan Yu, Rui Han, Meiping Song, Caiyu Liu, Chein-I Chang:
A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial-Spectral Fusion. 2485-2501 - WeiBin Liang:
A Set of Point-Targets-Based Polarimetric Calibration Methods Based on General Polarimetric System Model. 2502-2519 - Hong Huang, Chunyu Pu, Yuan Li, Yule Duan:
Adaptive Residual Convolutional Neural Network for Hyperspectral Image Classification. 2520-2531 - Shumin Wang, Xiaobo Luo, Yidong Peng:
Spatial Downscaling of MODIS Land Surface Temperature Based on Geographically Weighted Autoregressive Model. 2532-2546 - Jodavid de A. Ferreira, Abraão David Costa do Nascimento:
Shannon Entropy for the $\mathcal {G}^0_I$ Model: A New Segmentation Approach. 2547-2553 - Lloyd Windrim, Angus J. Carnegie, Murray Webster, Mitch Bryson:
Tree Detection and Health Monitoring in Multispectral Aerial Imagery and Photogrammetric Pointclouds Using Machine Learning. 2554-2572 - Yu Wang, Weidong Yu, Xiuqing Liu, Chunle Wang, Arjan Kuijper, Stefan Guthe:
Demonstration and Analysis of an Extended Adaptive General Four-Component Decomposition. 2573-2586 - Lu Yang, Shunlin Liang, Yuzhen Zhang:
A New Method for Generating a Global Forest Aboveground Biomass Map From Multiple High-Level Satellite Products and Ancillary Information. 2587-2597 - Jhonatan Contreras, Sven Sickert, Joachim Denzler:
Region-Based Edge Convolutions With Geometric Attributes for the Semantic Segmentation of Large-Scale 3-D Point Clouds. 2598-2609 - Tao Gao, Kun Li, Ting Chen, Mengni Liu, Shaohui Mei, Ke Xing, Yong Hui Li:
A Novel UAV Sensing Image Defogging Method. 2610-2625 - Tomasz Berezowski, Tomasz Bielinski, Jakub Osowicki:
Flooding Extent Mapping for Synthetic Aperture Radar Time Series Using River Gauge Observations. 2626-2638 - Shengbiao Wu, Jianguang Wen, Qinhuo Liu, Dongqin You, Gaofei Yin, Xingwen Lin:
Improving Kernel-Driven BRDF Model for Capturing Vegetation Canopy Reflectance With Large Leaf Inclinations. 2639-2655 - Alireza Sharifi:
Using Sentinel-2 Data to Predict Nitrogen Uptake in Maize Crop. 2656-2662 - Yan Zhang, Yanguo Fan, Mingming Xu, Wei Li, Guangyu Zhang, Li Liu, Dingfeng Yu:
An Improved Low Rank and Sparse Matrix Decomposition-Based Anomaly Target Detection Algorithm for Hyperspectral Imagery. 2663-2672 - Xiaoliang Yang, Weidong Yan, Weiping Ni, Xifeng Pu, Han Zhang, Maoyu Zhang:
Object-Guided Remote Sensing Image Scene Classification Based on Joint Use of Deep-Learning Classifier and Detector. 2673-2684 - Jiangui Liu, Ted Huffman, Budong Qian, Jiali Shang, Qingmou Li, Taifeng Dong, Andrew M. Davidson, Qi Jing:
Crop Yield Estimation in the Canadian Prairies Using Terra/MODIS-Derived Crop Metrics. 2685-2697 - Georg Fischer, Konstantinos P. Papathanassiou, Irena Hajnsek:
Modeling and Compensation of the Penetration Bias in InSAR DEMs of Ice Sheets at Different Frequencies. 2698-2707 - Adrián Pérez, Joan Francesc Muñoz-Martín, Jorge Querol, Hyuk Park, Adriano Camps:
Implementation of a Testbed for GNSS-R Payload Performance Evaluation. 2708-2715 - Lech Gawuc, Maciej Jefimow, Karol Szymankiewicz, Magdalena Kuchcik, Anahita Sattari, Joanna Struzewska:
Statistical Modeling of Urban Heat Island Intensity in Warsaw, Poland Using Simultaneous Air and Surface Temperature Observations. 2716-2728 - Emanuele Ferrentino, Ferdinando Nunziata, Hongsheng Zhang, Maurizio Migliaccio:
On the Ability of PolSAR Measurements to Discriminate Among Mangrove Species. 2729-2737 - Yan Zhao, Lingjun Zhao, Boli Xiong, Gangyao Kuang:
Attention Receptive Pyramid Network for Ship Detection in SAR Images. 2738-2756 - Wenjing Wang, Junjie Wu, Jifang Pei, Xinyu Mao, Jianyu Yang:
An Antideceptive Jamming Method for Multistatic Synthetic Aperture Radar Based on Collaborative Localization and Spatial Suppression. 2757-2768 - Filiz Bektas Balcik, Gizem Senel, Cigdem Goksel:
Object-Based Classification of Greenhouses Using Sentinel-2 MSI and SPOT-7 Images: A Case Study from Anamur (Mersin), Turkey. 2769-2777 - Linbin Zhang, Caiguang Zhang, Sinong Quan, Huaxin Xiao, Gangyao Kuang, Li Liu:
A Class Imbalance Loss for Imbalanced Object Recognition. 2778-2792 - Chunping Qiu, Xiaochong Tong, Michael Schmitt, Benjamin Bechtel, Xiao Xiang Zhu:
Multilevel Feature Fusion-Based CNN for Local Climate Zone Classification From Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset. 2793-2806 - Mustafa Aksoy, Hamid Rajabi, Paul E. Racette, John W. Bradburn:
Analysis of Nonstationary Radiometer Gain Using Ensemble Detection. 2807-2818 - Valentin Tertius Bickel, Susan J. Conway, Pierre-Antoine Tesson, Andrea Manconi, Simon Loew, Urs Mall:
Deep Learning-Driven Detection and Mapping of Rockfalls on Mars. 2831-2841 - Tao Song, Jingyu Jiang, Wei Li, Danya Xu:
A Deep Learning Method With Merged LSTM Neural Networks for SSHA Prediction. 2853-2860 - Chongxiao Zhong, Junping Zhang, Sifan Wu, Ye Zhang:
Cross-Scene Deep Transfer Learning With Spectral Feature Adaptation for Hyperspectral Image Classification. 2861-2873 - Yang Song, Jinfei Wang, Jiali Shang:
Estimating Effective Leaf Area Index of Winter Wheat Using Simulated Observation on Unmanned Aerial Vehicle-Based Point Cloud Data. 2874-2887 - Bo Ai, Zhen Wen, Zhenhua Wang, Ruifu Wang, Dianpeng Su, Chengming Li, Fanlin Yang:
Convolutional Neural Network to Retrieve Water Depth in Marine Shallow Water Area From Remote Sensing Images. 2888-2898 - Quentin Poterek, Pierre-Alexis Herrault, Grzegorz Skupinski, David Sheeren:
Deep Learning for Automatic Colorization of Legacy Grayscale Aerial Photographs. 2899-2915 - Lucinda S. King, Martin Unwin, Jonathan Rawlinson, Raffaella Guida, Craig Underwood:
Processing of Raw GNSS Reflectometry Data From TDS-1 in a Backscattering Configuration. 2916-2924 - Anca Cristea, Jeroen Van Houtte, Anthony P. Doulgeris:
Integrating Incidence Angle Dependencies Into the Clustering-Based Segmentation of SAR Images. 2925-2939 - Hyeong-Geun Yu, Jai-Hoon Lee, Dong-Jo Park, Dong Eui Chang, Hyunwoo Nam:
Design of a Hard Expectation-Maximization-Based Normalized Matched Filter (EM-NMF) for the Detection of Chemical Warfare Agents Under Background Contamination. 2940-2952 - Fumin Wang, Feilong Wang, Jinghui Hu, Lili Xie, Xiaoping Yao:
Rice Yield Estimation Based on an NPP Model With a Changing Harvest Index. 2953-2959 - Francis Muthoni:
Spatial-Temporal Trends of Rainfall, Maximum and Minimum Temperatures Over West Africa. 2960-2973 - S. S. Vijayashekhar, Jignesh S. Bhatt, Bhargab Chattopadhyay:
Virtual Dimensionality of Hyperspectral Data: Use of Multiple Hypothesis Testing for Controlling Type-I Error. 2974-2985 - Baoping Meng, Tiangang Liang, Shuhua Yi, Jianpeng Yin, Xia Cui, Jing Ge, Mengjing Hou, Yanyan Lv, Yi Sun:
Modeling Alpine Grassland Above Ground Biomass Based on Remote Sensing Data and Machine Learning Algorithm: A Case Study in East of the Tibetan Plateau, China. 2986-2995 - Linan Yuan, Jingjuan Liao:
A Physical-Based Algorithm for Retrieving Land Surface Temperature From Moon-Based Earth Observation. 1856-1866 - Rafael Kenji Horota, Alysson Soares Aires, Ademir Marques Jr., Pedro Rossa, Eniuce Menezes De Souza, Luiz Gonzaga Jr., Maurício Roberto Veronez:
Printgrammetry - 3-D Model Acquisition Methodology From Google Earth Imagery Data. 2819-2830 - Azar Zafari, Raúl Zurita-Milla, Emma Izquierdo-Verdiguier:
A Multiscale Random Forest Kernel for Land Cover Classification. 2842-2852 - Haoyu Wang, Xuesong Wang, C. L. Philip Chen, Yuhu Cheng:
Hyperspectral Image Classification Based on Domain Adaptation Broad Learning. 3006-3018 - Shuyan Liu, Christopher Grassotti, Quanhua (Mark) Liu, Yong-Keun Lee, Ryan Honeyager, Yan Zhou, Ming Fang:
The NOAA Microwave Integrated Retrieval System (MiRS): Validation of Precipitation From Multiple Polar-Orbiting Satellites. 3019-3031 - Muhammad Haroon, Muhammad Shahzad, Muhammad Moazam Fraz:
Multisized Object Detection Using Spaceborne Optical Imagery. 3032-3046 - Kosuke Yamamoto, Takuji Kubota, Nobuhiro Takahashi, Kaya Kanemaru, Takeshi Masaki, Kinji Furukawa:
A Feasibility Study on Wide Swath Observation by Spaceborne Precipitation Radar. 3047-3057 - Shubham Awasthi, Praveen K. Thakur, Shashi Kumar, Ajeet Kumar, Kamal Jain, Sneh Mani:
Snow Density Retrieval Using Hybrid Polarimetric RISAT-1 Datasets. 3058-3065 - Mahdi Hashemi, Hassan A. Karimi:
Weighted Machine Learning for Spatial-Temporal Data. 3066-3082 - Bing Xu, Zhiwei Li, Yan Zhu, Jiancun Shi, Guangcai Feng:
Kinematic Coregistration of Sentinel-1 TOPSAR Images Based on Sequential Least Squares Adjustment. 3083-3093 - Heunseung Lim, Soohwan Yu, Kwanwoo Park, Doochun Seo, Joonki Paik:
Texture-Aware Deblurring for Remote Sensing Images Using $ \ell _0$-Based Deblurring and $ \ell _2$-Based Fusion. 3094-3108 - Chunxiao Wu, Zenghui Zhang, Longyong Chen, Wenxian Yu:
Super-Resolution for MIMO Array SAR 3-D Imaging Based on Compressive Sensing and Deep Neural Network. 3109-3124 - Thanh Huy Nguyen, Sylvie Daniel, Didier Guériot, Christophe Sintes, Jean-Marc Le Caillec:
Coarse-to-Fine Registration of Airborne LiDAR Data and Optical Imagery on Urban Scenes. 3125-3144 - Yujie Zhang, Zhiying Wan, Xingyu Jiang, Xiaoguang Mei:
Automatic Stitching for Hyperspectral Images Using Robust Feature Matching and Elastic Warp. 3145-3154 - Li Ni, Honggen Xu, Xiaoming Zhou:
Mineral Identification and Mapping by Synthesis of Hyperspectral VNIR/SWIR and Multispectral TIR Remotely Sensed Data With Different Classifiers. 3155-3163 - Hong Chen, Minchao Ye, Ling Lei, Huijuan Lu, Yuntao Qian:
Semisupervised Dual-Dictionary Learning for Heterogeneous Transfer Learning on Cross-Scene Hyperspectral Images. 3164-3178 - Hyuk Park, Adriano Camps, Jordi Castellvi Esturi, Jorge Muro:
Generic Performance Simulator of Spaceborne GNSS-Reflectometer for Land Applications. 3179-3191 - Rong Gui, Xin Xu, Lei Wang, Rui Yang, Fangling Pu:
Eigenvalue Statistical Components-Based PU-Learning for PolSAR Built-Up Areas Extraction and Cross-Domain Analysis. 3192-3203 - Avi Bar Massada, Achiad Sviri:
Utilizing Vegetation and Environmental New Micro Spacecraft (VENµS) Data to Estimate Live Fuel Moisture Content in Israel's Mediterranean Ecosystems. 3204-3212 - Nazzareno Pierdicca, Ida Maiello, Eugenio Sansosti, Giovanna Venuti, Stefano Barindelli, Rossella Ferretti, Andrea Gatti, Mariarosaria Manzo, Andrea Monti Guarnieri, Federica Murgia, Eugenio Realini, Simona Verde:
Excess Path Delays From Sentinel Interferometry to Improve Weather Forecasts. 3213-3228 - Paul R. Hill, Anurag Kumar, Marouane Temimi, David R. Bull:
HABNet: Machine Learning, Remote Sensing-Based Detection of Harmful Algal Blooms. 3229-3239 - Sheng Xu, Xinyu Sun, Jiayan Yun, Hao Wang:
A New Clustering-Based Framework to the Stem Estimation and Growth Fitting of Street Trees From Mobile Laser Scanning Data. 3240-3250 - Usman Nazir, Usman Khalid Mian, Muhammad Usman Sohail, Murtaza Taj, Momin Uppal:
Kiln-Net: A Gated Neural Network for Detection of Brick Kilns in South Asia. 3251-3262 - Philipp Bernhard, Simon Zwieback, Silvan Leinss, Irena Hajnsek:
Mapping Retrogressive Thaw Slumps Using Single-Pass TanDEM-X Observations. 3263-3280 - Kevin J. Coakley, Jolene D. Splett, David K. Walker, Mustafa Aksoy, Paul E. Racette:
Microwave Radiometer Instability Due to Infrequent Calibration. 3281-3290 - Davide Comite, Luca Cenci, Andreas Colliander, Nazzareno Pierdicca:
Monitoring Freeze-Thaw State by Means of GNSS Reflectometry: An Analysis of TechDemoSat-1 Data. 2996-3005 - Qikai Lu, Xuan Hu:
Hyperspectral Image Classification via Exploring Spectral-Spatial Information of Saliency Profiles. 3291-3303 - Sabrina Podda, Maria Teresa Melis, Claudia Collu, Valentino Demurtas, Francesco Onorato Perseu, Maria Teresa Brunetti, Marco Scaioni:
New Morphometric Data of Lunar Sinuous Rilles. 3304-3316 - Qinting Sun, Jianhua Wan, Shanwei Liu:
Estimation of Sea Level Variability in the China Sea and Its Vicinity Using the SARIMA and LSTM Models. 3317-3326 - Peng Xiao, Wei Guo, Youming Wu, Bo Liu:
A Comprehensive Method of Ambiguity Suppression for Constellation of Geostationary and Low Earth Orbit SAR. 3327-3335 - Shaohui Mei, Ge Zhang, Jun Li, Yifan Zhang, Qian Du:
Improving Spectral-Based Endmember Finding by Exploring Spatial Context for Hyperspectral Unmixing. 3336-3349 - Dequan Liu, Guoqing Zhou, Dianjun Zhang, Xiang Zhou, Chenyang Li:
Ground Control Point Automatic Extraction for Spaceborne Georeferencing Based on FPGA. 3350-3366 - Boyu Feng, Jinfei Wang:
Hyperspectral Image Dimension Reduction Using Weight Modified Tensor-Patch-Based Methods. 3367-3380 - Guozhuang Shen, Huadong Guo, Guang Liu, Lu Zhang, Jing Huang:
Geometry Numerical Simulation and Analysis for Moon-Based Earth Observation. 3381-3393 - Dongdong Pang, Tao Shan, Wei Li, Pengge Ma, Shengheng Liu, Ran Tao:
Infrared Dim and Small Target Detection Based on Greedy Bilateral Factorization in Image Sequences. 3394-3408 - Yosio Edemir Shimabukuro, Egidio Arai, Valdete Duarte, Andeise Cerqueira Dutra, Henrique Luis Godinho Cassol, Edson Eyji Sano, Tânia Beatriz Hoffmann:
Discriminating Land Use and Land Cover Classes in Brazil Based on the Annual PROBA-V 100 m Time Series. 3409-3420 - Mohammad Khateri, Fahim Shabanzade, Fardin Mirzapour, Amirhossein Zaji, Zheng Liu:
A Variational Approach for Fusion of Panchromatic and Multispectral Images Using a New Spatial-Spectral Consistency Term. 3421-3436 - Evangelos Moschos, Alexandre Stegner, Olivier Schwander, Patrick Gallinari:
Classification of Eddy Sea Surface Temperature Signatures Under Cloud Coverage. 3437-3447 - Martine Mostervik Espeseth, Cathleen E. Jones, Benjamin Holt, Camilla Brekke, Stine Skrunes:
Oil-Spill-Response-Oriented Information Products Derived From a Rapid-Repeat Time Series of SAR Images. 3448-3461 - Kuiliang Gao, Wenyue Guo, Xuchu Yu, Bing Liu, Anzhu Yu, Xiangpo Wei:
Deep Induction Network for Small Samples Classification of Hyperspectral Images. 3462-3477 - Ruihao Zhang, Ruru Deng, Yingfei Liu, Yeheng Liang, Longhai Xiong, Bin Cao, Wenzhi Zhang:
Developing New Colored Dissolved Organic Matter Retrieval Algorithms Based on Sparse Learning. 3478-3492 - Alexander J. Fafard, Jan van Aardt, Mark Coletti, David L. Page:
Global Partitioning Elevation Normalization Applied to Building Footprint Prediction. 3493-3502 - Hao Chen, Tong Gao, Guodong Qian, Wen Chen, Ye Zhang:
Tensored Generalized Hough Transform for Object Detection in Remote Sensing Images. 3503-3520 - Tan Guo, Fulin Luo, Lei Zhang, Bob Zhang, Xiaoheng Tan, Xiaocheng Zhou:
Learning Structurally Incoherent Background and Target Dictionaries for Hyperspectral Target Detection. 3521-3533 - Zhixin Li, Jun Ni, Fan Zhang, Wei Li, Yongsheng Zhou:
Multi-GPU Implementation of Nearest-Regularized Subspace Classifier for Hyperspectral Image Classification. 3534-3544 - Ammar Mian, Antoine Collas, Arnaud Breloy, Guillaume Ginolhac, Jean Philippe Ovarlez:
Robust Low-Rank Change Detection for Multivariate SAR Image Time Series. 3545-3556 - Xuejun Wang, Xihan Mu, Guangjian Yan:
Quantitative Analysis of Aerosol Influence on Suomi-NPP VIIRS Nighttime Light in China. 3557-3568 - Igor Zakharov, Mark Kapfer, Jon Hornung, Sarah Kohlsmith, Thomas Puestow, Mark Howell, Michael D. Henschel:
Retrieval of Surface Soil Moisture From Sentinel-1 Time Series for Reclamation of Wetland Sites. 3569-3578 - Muyang Zhan, Penghui Huang, Xingzhao Liu, Guisheng Liao, Zhijun Zhang, Zhicheng Wang, Qingyu Hou:
Space Maneuvering Target Integration Detection and Parameter Estimation for a Spaceborne Radar System With Target Doppler Aliasing. 3579-3594 - Matthew Kupilik, Michael Ulmgren, Dana Brunswick:
Bayesian Parameter Estimation for Arctic Coastal Erosion Under the Effects of Climate Change. 3595-3604 - Yashi Zhou, Pei Wang, Zhen Chen, Qingchao Zhao, Wei Wang, Lei Zhang, Weidong Yu, Yunkai Deng, Robert Wang:
Very High Resolution SAR Imaging With DGPS-Supported Airborne X-Band Data. 3605-3617 - Guo Zhang, Yingrui Shi, Miaozhong Xu:
Evaluation of LJ1-01 Nighttime Light Imagery for Estimating Monthly PM2.5 Concentration: A Comparison With NPP-VIIRS Nighttime Light Data. 3618-3632 - Shinan Lang, Xiangbin Cui, Yukai Zhao, Ben Xu, Xiaojun Liu, Yiheng Cai, Qiang Wu:
A Novel Range Processing Method of Surface-Based FMCW Ice-Sounding Radar for Accurately Mapping the Internal Reflecting Horizons in Antarctica. 3633-3643 - Zolo Kiala, Onisimo Mutanga, John Odindi, Serestina Viriri, Mbulisi Sibanda:
A Hybrid Feature Method for Handling Redundant Features in a Sentinel-2 Multidate Image for Mapping Parthenium Weed. 3644-3655 - Minghao Xian, Xichuan Liu, Min Yin, Kun Song, Shijun Zhao, Taichang Gao:
Rainfall Monitoring Based on Machine Learning by Earth-Space Link in the Ku Band. 3656-3668 - Yuefeng Li, Zhongqiu Sun, Shan Lu, Kenji Omasa:
Improvement of Leaf Chlorophyll Content Estimation Using Spectral Indices From Nonpolarized Reflectance Factor in the Laboratory and Field. 3669-3682 - Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yanzi Shi, Songlin Liu, Qian Du:
Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification. 3683-3700 - José M. P. Nascimento, Mário P. Véstias, Gabriel Martín:
Hyperspectral Compressive Sensing With a System-On-Chip FPGA. 3701-3710 - Satoshi Ebihara, Shyuhei Kotani, Kengo Fujiwara, Yuta Kimura, Takaaki Shimomura, Ryota Uchimura:
Consideration of Oblique Incidence in 3-D Imaging of a Planar Interface With a Circular Dipole Array in an Air-Filled Borehole. 3711-3722 - Xu Cheng, Yuhui Zheng, Jianwei Zhang, Zhangjing Yang:
Multitask Multisource Deep Correlation Filter for Remote Sensing Data Fusion. 3723-3734 - Gong Cheng, Xingxing Xie, Junwei Han, Lei Guo, Gui-Song Xia:
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities. 3735-3756 - Yuxuan Miao, Junjie Wu, Zhongyu Li, Jianyu Yang:
A Generalized Wavefront-Curvature-Corrected Polar Format Algorithm to Focus Bistatic SAR Under Complicated Flight Paths. 3757-3771 - Wei Peng, Qijie Wang, F. Benjamin Zhan, Yunmeng Cao:
Spatiotemporal Ocean Tidal Loading in InSAR Measurements Determined by Kinematic PPP Solutions of a Regional GPS Network. 3772-3779 - Yaping Meng, Peijun Du, Xin Wang, Xuyu Bai, Shanchuan Guo:
Monitoring Human-Induced Surface Water Disturbance Around Taihu Lake Since 1984 by Time Series Landsat Images. 3780-3789 - Nicola Mosca, Antonio Di Gregorio, Matieu Henry, Rashed Jalal, Palma Blonda:
Object-Based Similarity Assessment Using Land Cover Meta-Language (LCML): Concept, Challenges, and Implementation. 3790-3805 - Amila Karunathilake, Motoyuki Sato:
Atmospheric Phase Compensation in Extreme Weather Conditions for Ground-Based SAR. 3806-3815 - Frank Maiwald, Oliver Montes, Sharmila Padmanabhan, Amy Wu, Zachary Pannell, Violet Torossian, Alireza Bakhshi, Damon Russell, Jordan M. Tanabe, Hamid Javadi, Chris Holman, Maurice Aghion, Richard Redick, Amarit Kitiyakara, Shannon T. Brown:
RF and Electronics Design of the Compact Ocean Wind Vector Radiometer. 3816-3823 - Bangcheng Zhan, Feng Li, Ming Lu:
HDR Synthesis Technology for Spaceborne CMOS Cameras Based on Virtual Digital TDI. 3824-3833 - Timo Balz, Fabio Rocca:
Reproducibility and Replicability in SAR Remote Sensing. 3834-3843 - Quan Xu, Jun Chen, Linbo Luo, Wenping Gong, Yong Wang:
UAV Image Mosaicking Based on Multiregion Guided Local Projection Deformation. 3844-3855 - Linan Guo, Hongxing Zheng, Yanhong Wu, Tianqi Zhang, Mengxuan Wen, Lanxin Fan, Bing Zhang:
Responses of Lake Ice Phenology to Climate Change at Tibetan Plateau. 3856-3861 - Fengpeng Li, Ruyi Feng, Wei Han, Lizhe Wang:
An Augmentation Attention Mechanism for High-Spatial-Resolution Remote Sensing Image Scene Classification. 3862-3878 - Pyne Budhaditya, Hirobumi Saito, Prilando Riziki Akbar, Jiro Hirokawa, Takashi Tomura, Koji Tanaka:
Development and Performance Evaluation of Small SAR System for 100-kg Class Satellite. 3879-3891 - Xiaobo Liu, Qiubo Hu, Yaoming Cai, Zhihua Cai:
Extreme Learning Machine-Based Ensemble Transfer Learning for Hyperspectral Image Classification. 3892-3902 - Wei Zhang, Peijun Du, Cong Lin, Pingjie Fu, Xin Wang, Xuyu Bai, Hongrui Zheng, Junshi Xia, Alim Samat:
An Improved Feature Set for Hyperspectral Image Classification: Harmonic Analysis Optimized by Multiscale Guided Filter. 3903-3916 - Qing Zhu, Li Chen, Han Hu, Saied Pirasteh, Haifeng Li, Xiao Xie:
Unsupervised Feature Learning to Improve Transferability of Landslide Susceptibility Representations. 3917-3930 - Pengfei Tang, Peijun Du, Cong Lin, Shanchuan Guo, Lu Qie:
A Novel Sample Selection Method for Impervious Surface Area Mapping Using JL1-3B Nighttime Light and Sentinel-2 Imagery. 3931-3941 - Wenxiao Sun, Jian Wang, Fengxiang Jin:
An Automatic Coordinate Unification Method of Multitemporal Point Clouds Based on Virtual Reference Datum Detection. 3942-3950 - Wojciech Ciezkowski, Malgorzata Kleniewska, Jaroslaw Chormanski:
Thermal and Optical Indices for Wetland Habitats, are They Showing the Same Thing? 3951-3957 - Shichao Jin, Yanjun Su, Xiaoqian Zhao, Tianyu Hu, Qinghua Guo:
A Point-Based Fully Convolutional Neural Network for Airborne LiDAR Ground Point Filtering in Forested Environments. 3958-3974 - Wenhui Wang, Changyong Cao:
Evaluation of NOAA-20 VIIRS Reflective Solar Bands Early On-Orbit Performance Using Daily Deep Convective Clouds Recent Improvements. 3975-3985 - Chein-I Chang, Kenneth-Yeonkong Ma, Chia-Chen Liang, Yi-Mei Kuo, Shuhan Chen, Shengwei Zhong:
Iterative Random Training Sampling Spectral Spatial Classification for Hyperspectral Images. 3986-4007 - Zengzhou Hao, Qianguang Tu, Siqi Zhang, Jianyu Chen, Delu Pan:
Wind-Wave Relationship Model and Analysis of Typhoon Wave Fields in the South China Sea From HY-2A Satellite Observations. 4008-4015 - Hanlin Ye, Wei Zheng, Huadong Guo, Guang Liu:
Effects of Temporal Sampling Interval on the Moon-Based Earth Observation Geometry. 4016-4029 - Emon Kumar Dey, Mohammad Awrangjeb:
A Robust Performance Evaluation Metric for Extracted Building Boundaries From Remote Sensing Data. 4030-4043 - Xiaoli Wei, Ni-Bin Chang, Kaixu Bai:
A Comparative Assessment of Multisensor Data Merging and Fusion Algorithms for High-Resolution Surface Reflectance Data. 4044-4059 - Chen Chen, Yi Ma, Guangbo Ren:
Hyperspectral Classification Using Deep Belief Networks Based on Conjugate Gradient Update and Pixel-Centric Spectral Block Features. 4060-4069 - Alejandro Mestre-Quereda, Juan M. Lopez-Sanchez, Fernando Vicente-Guijalba, Alexander W. Jacob, Marcus E. Engdahl:
Time-Series of Sentinel-1 Interferometric Coherence and Backscatter for Crop-Type Mapping. 4070-4084 - Quentin Glaude, Charles Amory, Sophie Berger, Dominique Derauw, Frank Pattyn, Christian Barbier, Anne Orban:
Empirical Removal of Tides and Inverse Barometer Effect on DInSAR From Double DInSAR and a Regional Climate Model. 4085-4094 - Dunbin Shen, Jianjun Liu, Zhiyong Xiao, Jinlong Yang, Liang Xiao:
A Twice Optimizing Net With Matrix Decomposition for Hyperspectral and Multispectral Image Fusion. 4095-4110 - Xiaoyu Hu, Dan Li:
Research on a Single-Tree Point Cloud Segmentation Method Based on UAV Tilt Photography and Deep Learning Algorithm. 4111-4120 - Wei Tong, Weitao Chen, Wei Han, Xianju Li, Lizhe Wang:
Channel-Attention-Based DenseNet Network for Remote Sensing Image Scene Classification. 4121-4132 - Jinwei Wang, Xiangbo Song, Le Sun, Wei Huang, Jin Wang:
A Novel Cubic Convolutional Neural Network for Hyperspectral Image Classification. 4133-4148 - Chengyu Liu, Rui Xu, Feng Xie, Jian Jin, Liyin Yuan, Gang Lv, Yueming Wang, Chunlai Li, Jianyu Wang:
New Airborne Thermal-Infrared Hyperspectral Imager System: Initial Validation. 4149-4165 - Yuwei Guan, Yanru Zhou, Binbin He, Xiangzhuo Liu, Hongguo Zhang, Shilei Feng:
Improving Land Cover Change Detection and Classification With BRDF Correction and Spatial Feature Extraction Using Landsat Time Series: A Case of Urbanization in Tianjin, China. 4166-4177 - Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani:
Change Detection in Unlabeled Optical Remote Sensing Data Using Siamese CNN. 4178-4187 - Teng Li, Baogang Zhang, Wen Xiao, Xiao Cheng, Zhenhong Li, Jian Zhao:
UAV-Based Photogrammetry and LiDAR for the Characterization of Ice Morphology Evolution. 4188-4199 - Dharambhai Shah, Tanish Zaveri, Yogesh N. Trivedi, Antonio Plaza:
Entropy-Based Convex Set Optimization for Spatial-Spectral Endmember Extraction From Hyperspectral Images. 4200-4213 - Isabel Cecilia Contreras Acosta, Mahdi Khodadadzadeh, Raimon Tolosana-Delgado, Richard Gloaguen:
Drill-Core Hyperspectral and Geochemical Data Integration in a Superpixel-Based Machine Learning Framework. 4214-4228 - Nicolas Johannes Kraff, Michael Wurm, Hannes Taubenböck:
Uncertainties of Human Perception in Visual Image Interpretation in Complex Urban Environments. 4229-4241 - Fulin Luo, Tan Guo, Zhiping Lin, Jinchang Ren, Xiaocheng Zhou:
Semisupervised Hypergraph Discriminant Learning for Dimensionality Reduction of Hyperspectral Image. 4242-4256 - Lei Zhou, Xueni Zhang, Jianbo Wang, Xiao Bai, Lei Tong, Liang Zhang, Jun Zhou, Edwin R. Hancock:
Subspace Structure Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing. 4257-4270 - Manil Maskey, Rahul Ramachandran, Muthukumaran Ramasubramanian, Iksha Gurung, Brian Freitag, Aaron Kaulfus, Drew Bollinger, Daniel J. Cecil, Jeffrey J. Miller:
Deepti: Deep-Learning-Based Tropical Cyclone Intensity Estimation System. 4271-4281 - Songtao Shangguan, Xiaolan Qiu, Kun Fu, Bin Lei, Wen Hong:
GF-3 Polarimetric Data Quality Assessment Based on Automatic Extraction of Distributed Targets. 4282-4294 - Shuyue Luo, Shangbo Zhou, Yong Feng, Jiangan Xie:
Pansharpening via Unsupervised Convolutional Neural Networks. 4295-4310 - Zhenyu Lu, Bin Xu, Le Sun, Tianming Zhan, Songze Tang:
3-D Channel and Spatial Attention Based Multiscale Spatial-Spectral Residual Network for Hyperspectral Image Classification. 4311-4324 - Jiali Liang, Yufan Deng, Dan Zeng:
A Deep Neural Network Combined CNN and GCN for Remote Sensing Scene Classification. 4325-4338 - Yu Wang, Weidong Yu, Xiuqing Liu, Chunle Wang:
Seven-Component Decomposition Using Refined Volume Scattering Models and New Configurations of Mixed Dipoles. 4339-4351 - Zhongliang Wang, Mi He, Ling Wang, Ke Xu, Jingjing Xiao, Yongjian Nian:
Semi-NMF-Based Reconstruction for Hyperspectral Compressed Sensing. 4352-4368 - Rong Wong, Zhijiang Zhang, Yueming Wang, Fansheng Chen, Dan Zeng:
HSI-IPNet: Hyperspectral Imagery Inpainting by Deep Learning With Adaptive Spectral Extraction. 4369-4380 - Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao, Jie Huang:
Hyperspectral Image Superresolution Using Unidirectional Total Variation With Tucker Decomposition. 4381-4398 - Danielle Dias, Allan da Silva Pinto, Ulisses Dias, Rubens A. C. Lamparelli, Guerric le Maire, Ricardo da Silva Torres:
A Multirepresentational Fusion of Time Series for Pixelwise Classification. 4399-4409 - Yingying Dong, Fang Xu, Linyi Liu, Xiaoping Du, Binyuan Ren, Anting Guo, Yun Geng, Chao Ruan, Huichun Ye, Wenjing Huang, Yining Zhu:
Automatic System for Crop Pest and Disease Dynamic Monitoring and Early Forecasting. 4410-4418 - David Purnell, Natalya Gomez, Ngai Ham Chan, Joakim Strandberg, David M. Holland, Thomas Hobiger:
Quantifying the Uncertainty in Ground-Based GNSS-Reflectometry Sea Level Measurements. 4419-4428 - Alexandru-Cosmin Grivei, Iulia Coca Neagoe, Florin-Andrei Georgescu, Andreea Griparis, Corina Vaduva, Zoltan Bartalis, Mihai Datcu:
Multispectral Data Analysis for Semantic Assessment - A SNAP Framework for Sentinel-2 Use Case Scenarios. 4429-4442 - Yuri Shendryk, Natalie A. Rossiter-Rachor, Samantha A. Setterfield, Shaun R. Levick:
Leveraging High-Resolution Satellite Imagery and Gradient Boosting for Invasive Weed Mapping. 4443-4450 - Qing Guo, Zhipan Wang:
A Self-Supervised Learning Framework for Road Centerline Extraction From High-Resolution Remote Sensing Images. 4451-4461 - Genc Hoxha, Farid Melgani, Begüm Demir:
Toward Remote Sensing Image Retrieval Under a Deep Image Captioning Perspective. 4462-4475 - Mou Wang, Shunjun Wei, Jun Shi, Yue Wu, Qizhe Qu, Yuanyuan Zhou, Xiangfeng Zeng, Bokun Tian:
CSR-Net: A Novel Complex-Valued Network for Fast and Precise 3-D Microwave Sparse Reconstruction. 4476-4492 - Feng Zhao, Min Tian, Wen Xie, Hanqiang Liu:
A New Parallel Dual-Channel Fully Convolutional Network Via Semi-Supervised FCM for PolSAR Image Classification. 4493-4505 - Haoyang Yu, Xiao Zhang, Chunyan Yu, Lianru Gao, Bing Zhang:
Neighborhood Activity-Driven Representation for Hyperspectral Imagery Classification. 4506-4517 - Jun Zhang, Changming Xie, Xia Xu, Zhenwei Shi, Bin Pan:
A Contextual Bidirectional Enhancement Method for Remote Sensing Image Object Detection. 4518-4531 - Ji-Hye Kim, Sumin Ryu, Jaehoon Jeong, Damwon So, Hyun-Ju Ban, Sungwook Hong:
Impact of Satellite Sounding Data on Virtual Visible Imagery Generation Using Conditional Generative Adversarial Network. 4532-4541 - Shuxian Liu, Yan Yin, Zhigang Chu, Shuai An:
CDL: A Cloud Detection Algorithm Over Land for MWHS-2 Based on the Gradient Boosting Decision Tree. 4542-4549 - Wei Huang, Yao Huang, Hua Wang, Yan Liu, Hiuk Jae Shim:
Local Binary Patterns and Superpixel-Based Multiple Kernels for Hyperspectral Image Classification. 4550-4563 - Huabing Zhou, Anna Dai, Tian Tian, Yulu Tian, Zhenghong Yu, Yuntao Wu, Yanduo Zhang:
Feature Matching for Remote Sensing Image Registration via Manifold Regularization. 4564-4574 - Zhiyong Lv, Tongfei Liu, XiangBing Kong, Cheng Shi, Jón Atli Benediktsson:
Landslide Inventory Mapping With Bitemporal Aerial Remote Sensing Images Based on the Dual-Path Fully Convolutional Network. 4575-4584 - Zhenyu Yue, Fei Gao, Qingxu Xiong, Jun Wang, Amir Hussain, Huiyu Zhou:
A Novel Attention Fully Convolutional Network Method for Synthetic Aperture Radar Image Segmentation. 4585-4598 - Xuguang Yang, Mingjie Wang, Weimin Huang, Changjun Yu:
Experimental Observation and Analysis of Ionosphere Echoes in the Mid-Latitude Region of China Using High-Frequency Surface Wave Radar and Ionosonde. 4599-4606 - Jiale Jiang, Qiaofeng Zhang, Xia Yao, Yongchao Tian, Yan Zhu, Weixing Cao, Tao Cheng:
HISTIF: A New Spatiotemporal Image Fusion Method for High-Resolution Monitoring of Crops at the Subfield Level. 4607-4626 - Xiaomei Luo, Hongtao Li, Zhilong Dong, Shengqi Zhu:
InSAR Phase Unwrapping Based on Square-Root Cubature Kalman Filter. 4627-4641 - Jiahui Song, Yi Wang, Zhice Fang, Ling Peng, Haoyuan Hong:
Potential of Ensemble Learning to Improve Tree-Based Classifiers for Landslide Susceptibility Mapping. 4642-4662 - Yunrui Guo, Zongxu Pan, Meiming Wang, Ji Wang, Wenjing Yang:
Learning Capsules for SAR Target Recognition. 4663-4673 - Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz:
Multiobjective Optimization of SAR Reconstruction on Hybrid Multicore Systems. 4674-4688 - Mengmeng Wang, Zhengjia Zhang, Tian Hu, Guizhou Wang, Guojin He, Zhaoming Zhang, Hua Li, Zhijie Wu, Xiuguo Liu:
An Efficient Framework for Producing Landsat-Based Land Surface Temperature Data Using Google Earth Engine. 4689-4701 - Xin Zhou, Zhengjia Zhang, Qihao Chen, Xiuguo Liu:
A Practical Plateau Lake Extraction Algorithm Combining Novel Statistical Features and Kullback-Leibler Distance Using Synthetic Aperture Radar Imagery. 4702-4713 - Stefano Paterna, Massimo Santoni, Lorenzo Bruzzone:
An Approach Based on Multiobjective Genetic Algorithms to Schedule Observations in Planetary Remote Sensing Missions. 4714-4727 - Alan B. Cannaday II, Curt H. Davis, Grant J. Scott, Blake Ruprecht, Derek T. Anderson:
Broad Area Search and Detection of Surface-to-Air Missile Sites Using Spatial Fusion of Component Object Detections From Deep Neural Networks. 4728-4737 - Kun Liu, Shengtao Yu, Sidong Liu:
An Improved InceptionV3 Network for Obscured Ship Classification in Remote Sensing Images. 4738-4747 - Cheng Ye Zhang, Jun Yue, Qiming Qin:
Global Prototypical Network for Few-Shot Hyperspectral Image Classification. 4748-4759 - Rui Qin, Xiongjun Fu, Ping Lang:
PolSAR Image Classification Based on Low-Frequency and Contour Subbands-Driven Polarimetric SENet. 4760-4773 - Mingyang Shang, Xiaolan Qiu, Bing Han, Junying Yang, Lihua Zhong, Chibiao Ding, Yuxin Hu:
The Space-Time Variation of Phase Imbalance for GF-3 Azimuth Multichannel Mode. 4774-4788 - Hao Guo, Jianjun Liu, Jinlong Yang, Zhiyong Xiao, Zebin Wu:
Deep Collaborative Attention Network for Hyperspectral Image Classification by Combining 2-D CNN and 3-D CNN. 4789-4802 - Olga Ermakova, Daniil Sergeev, Nikita Rusakov, Evgenii Poplavsky, Galina Balandina, Yuliya I. Troitskaya:
Toward the GMF for Wind Speed and Surface Stress Retrieval in Hurricanes Based on the Collocated GPS-Dropsonde and Remote Sensing Data. 4803-4808 - Maria Kremezi, Vassilia Karathanassi:
Data Fusion for Increasing Monitoring Capabilities of Sentinel Optical Data in Marine Environment. 4809-4815 - Qinghuan Li, Richard E. J. Kelly, Juha Lemmetyinen, Jinmei Pan:
Simulating the Influence of Temperature on Microwave Transmissivity of Trees During Winter Observed by Spaceborne Microwave Radiometery. 4816-4824 - Hui Bi, Daiyin Zhu, Guoan Bi, Bingchen Zhang, Wen Hong, Yirong Wu:
FMCW SAR Sparse Imaging Based on Approximated Observation: An Overview on Current Technologies. 4825-4835 - Fernando Rodriguez-Morales, David Braaten, Hoang Trong Mai, John Paden, Prasad Gogineni, Jie-Bang Yan, Ayako Abe-Ouchi, Shuji Fujita, Kenji Kawamura, Shun Tsutaki, Brice Van Liefferinge, Kenichi Matsuoka, Daniel Steinhage:
A Mobile, Multichannel, UWB Radar for Potential Ice Core Drill Site Identification in East Antarctica: Development and First Results. 4836-4847 - Zhutian Liu, Zhongyu Li, Chuan Huang, Junjie Wu, Jianyu Yang:
Bistatic Forward-Looking SAR KDCT-FSFT-Based Refocusing Method for Ground Moving Target With Unknown Curve Motion. 4848-4858 - Zhiguo Meng, Changbao Yang, Ke Gao, Yongchun Zheng, Zongyu Yue, Yongzhi Wang, Mengna Dong, Jietao Lei, Shuo Hu:
Internal Structures of Highlands in Western Lunar Farside Revealed by CE-2 CELMS Data. 4859-4868 - Yaoming Cai, Zijia Zhang, Xiaobo Liu, Zhihua Cai:
Efficient Graph Convolutional Self-Representation for Band Selection of Hyperspectral Image. 4869-4880 - Guoyun Zhang, Nanying Li, Bing Tu, Zhuolang Liao, Yishu Peng:
Hyperspectral Anomaly Detection Via Dual Collaborative Representation. 4881-4894 - Wenqiang Hua, Wen Xie, Xiaomin Jin:
Three-Channel Convolutional Neural Network for Polarimetric SAR Images Classification. 4895-4907 - Xiang Xu, Jun Li, Shutao Li, Antonio Plaza:
Curvelet Transform Domain-Based Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing. 4908-4924 - Xiaoliang Qian, Xiaohao Chen, Weichao Yue, Xianglong Liu, Jungang Guo, Zhehui Li, Yinhua Li, Wei Wang:
Generating and Sifting Pseudolabeled Samples for Improving the Performance of Remote Sensing Image Scene Classification. 4925-4933 - Xiaoyu Zhang, Shuchang Ma, Cheng Su, Yongheng Shang, Tinggang Wang, Jianwei Yin:
Coastal Oyster Aquaculture Area Extraction and Nutrient Loading Estimation Using a GF-2 Satellite Image. 4934-4946 - Shuo Li, Huaping Xu, Shuai Gao, Wei Liu, Chunsheng Li, Aifang Liu:
An Interferometric Phase Noise Reduction Method Based on Modified Denoising Convolutional Neural Network. 4947-4959 - Chongxiao Zhong, Junping Zhang, Ye Zhang:
Multiscale Feature Extraction Based on Convolutional Sparse Decomposition for Hyperspectral Image Classification. 4960-4972 - Runyu Fan, Ruyi Feng, Lizhe Wang, Jining Yan, Xiaohan Zhang:
Semi-MCNN: A Semisupervised Multi-CNN Ensemble Learning Method for Urban Land Cover Classification Using Submeter HRRS Images. 4973-4987 - Alejandro C. Frery, Luis Gómez, Antonio C. Medeiros:
A Badging System for Reproducibility and Replicability in Remote Sensing Research. 4988-4995 - A. Malin Johansson, Martine Mostervik Espeseth, Camilla Brekke, Benjamin Holt:
Can Mineral Oil Slicks Be Distinguished From Newly Formed Sea Ice Using Synthetic Aperture Radar? 4996-5010 - Munmun Baisantry, Anil Kumar Sao, Dericks Praise Shukla:
Band Selection Using Combined Divergence-Correlation Index and Sparse Loadings Representation for Hyperspectral Image Classification. 5011-5026 - Dominique Courault, Laure Hossard, Fabrice Flamain, Nicolas N. Baghdadi, Kamran Irfan:
Assessment of Agricultural Practices From Sentinel 1 and 2 Images Applied on Rice Fields to Develop a Farm Typology in the Camargue Region. 5027-5035 - Yifan Zhang, Ting Wang, Shaohui Mei, Qian Du:
Subpixel Mapping of Hyperspectral Images Using a Labeled-Unlabeled Hybrid Endmember Library and Abundance Optimization. 5036-5047 - Jie Sun, Zulong Lai, Liping Di, Ziheng Sun, Jianbin Tao, Yonglin Shen:
Multilevel Deep Learning Network for County-Level Corn Yield Estimation in the U.S. Corn Belt. 5048-5060 - Heng-Chao Li, Shuang Liu, Xin-Ru Feng, Shaoquan Zhang:
Sparsity-Constrained Coupled Nonnegative Matrix-Tensor Factorization for Hyperspectral Unmixing. 5061-5073 - Stenka Vulova, Fred Meier, Daniel Fenner, Hamideh Nouri, Birgit Kleinschmit:
Summer Nights in Berlin, Germany: Modeling Air Temperature Spatially With Remote Sensing, Crowdsourced Weather Data, and Machine Learning. 5074-5087 - Bufan Zhao, Xianghong Hua, Kegen Yu, Wuyong Tao, Xiaoxing He, Shaoquan Feng, Pengju Tian:
Evaluation of Convolution Operation Based on the Interpretation of Deep Learning on 3-D Point Cloud. 5088-5101 - Erica Scaduto, Bin Chen, Yufang Jin:
Satellite-Based Fire Progression Mapping: A Comprehensive Assessment for Large Fires in Northern California. 5102-5114 - Alan S. Li, Ved Chirayath, Michal Segal-Rozenhaimer, Juan Torres-Perez, Jarrett van den Bergh:
NASA NeMO-Net's Convolutional Neural Network: Mapping Marine Habitats with Spectrally Heterogeneous Remote Sensing Imagery. 5115-5133 - Qianming Li, Bohong Zheng, Bing Tu, Jinping Wang, Chengle Zhou:
Ensemble EMD-Based Spectral-Spatial Feature Extraction for Hyperspectral Image Classification. 5134-5148 - Jining Yan, Xiaodao Chen, Yunliang Chen, Dong Liang:
Multistep Prediction of Land Cover From Dense Time Series Remote Sensing Images With Temporal Convolutional Networks. 5149-5161 - Wenhong Wang, Yuntao Qian, Hongfu Liu:
Multiple Clustering Guided Nonnegative Matrix Factorization for Hyperspectral Unmixing. 5162-5179 - Jianwen Hu, Yuan Tang, Shaosheng Fan:
Hyperspectral Image Super Resolution Based on Multiscale Feature Fusion and Aggregation Network With 3-D Convolution. 5180-5193 - Cuiping Shi, Tao Wang, Liguo Wang:
Branch Feature Fusion Convolution Network for Remote Sensing Scene Classification. 5194-5210 - Xiaoyan Wang, Siyong Chen, Jian Wang:
An Adaptive Snow Identification Algorithm in the Forests of Northeast China. 5211-5222 - Xinyu Zhou, Ye Zhang, Junping Zhang, Shaoqi Shi:
Alternating Direction Iterative Nonnegative Matrix Factorization Unmixing for Multispectral and Hyperspectral Data Fusion. 5223-5232 - Felix Cremer, Mikhail Urbazaev, José Cortés, John Truckenbrodt, Christiane Schmullius, Christian Thiel:
Potential of Recurrence Metrics from Sentinel-1 Time Series for Deforestation Mapping. 5233-5240 - Fangfang Li, Chibiao Ding, Yueting Zhang, Donghui Hu:
Airborne InSAR Interferometric Phase Analysis, Unwrapping Method, and Fast Implementation in Low Coherence Areas. 5241-5250 - Thomas Stark, Michael Wurm, Xiao Xiang Zhu, Hannes Taubenböck:
Satellite-Based Mapping of Urban Poverty With Transfer-Learned Slum Morphologies. 5251-5263 - Kun Song, Xichuan Liu, Mingzhong Zou, Ding Zhou, Haonan Wu, Feng Ji:
Experimental Study of Detecting Rainfall Using Microwave Links: Classification of Wet and Dry Periods. 5264-5271 - Kangning Li, Yunhao Chen, Haiping Xia, Adu Gong, Zheng Guo:
Adjustment From Temperature Annual Dynamics for Reconstructing Land Surface Temperature Based on Downscaled Microwave Observations. 5272-5283 - Wei Xiong, Zhenyu Xiong, Yang Zhang, Yaqi Cui, Xiangqi Gu:
A Deep Cross-Modality Hashing Network for SAR and Optical Remote Sensing Images Retrieval. 5284-5296 - Asif Raza, Hong Huo, Salayidin Sirajuddin, Tao Fang:
Diverse Capsules Network Combining Multiconvolutional Layers for Remote Sensing Image Scene Classification. 5297-5313 - Chunju Zhang, Guandong Li, Runmin Lei, Shihong Du, Xueying Zhang, Hui Zheng, Zhaofu Wu:
Deep Feature Aggregation Network for Hyperspectral Remote Sensing Image Classification. 5314-5325 - Meisam Amani, Arsalan Ghorbanian, Seyed Ali Ahmadi, Mohammad Kakooei, Armin Moghimi, S. Mohammad MirMazloumi, Sayyed Hamed Alizadeh Moghaddam, Sahel Mahdavi, Masoud Ghahremanloo, Saeid Parsian, Qiusheng Wu, Brian Brisco:
Google Earth Engine Cloud Computing Platform for Remote Sensing Big Data Applications: A Comprehensive Review. 5326-5350 - Lei Liu, Yibin Yao, Ercha Aa:
Multi-Instrumental Observations of Early Morning Equatorial Plasma Depletions During the 2017 Memorial Weekend Storm. 5351-5357 - Mohammed Alshaya, Mehrdad Yaghoobi, Bernard Mulgrew:
Ultrahigh Resolution Wide Swath MIMO-SAR. 5358-5368 - Jiaqi Chen, Hao Wei, Ning Li, Shiqi Chen, Wenqiang Qu, Yan Zhang:
Exploring the Spatial-Temporal Dynamics of the Yangtze River Delta Urban Agglomeration Based on Night-Time Light Remote Sensing Technology. 5369-5383 - Ying Tu, Wei Lang, Le Yu, Ying Li, Junhao Jiang, Yawen Qin, Jiemin Wu, Tingting Chen, Bing Xu:
Improved Mapping Results of 10 m Resolution Land Cover Classification in Guangdong, China Using Multisource Remote Sensing Data With Google Earth Engine. 5384-5397 - Xian Sun, Aijun Shi, Hai Huang, Helmut Mayer:
BAS4Net: Boundary-Aware Semi-Supervised Semantic Segmentation Network for Very High Resolution Remote Sensing Images. 5398-5413 - Jiayi Guo, Jie Chen, Wei Liu, Chunsheng Li, Wei Yang:
An Improved Airborne Multichannel SAR Imaging Method With Motion Compensation and Range-Variant Channel Mismatch Correction. 5414-5423 - Tayeb Alipourfard, Hossein Arefi:
Structure Aware Generative Adversarial Networks for Hyperspectral Image Classification. 5424-5438 - Damian Ibañez, Rubén Fernández-Beltran, José Martínez Sotoca, Ramón Alberto Mollineda, José F. Moreno, Filiberto Pla:
Multitemporal Mosaicing for Sentinel-3/FLEX Derived Level-2 Product Composites. 5439-5454 - Jie Wei, Yang Xu, Wanting Cai, Zebin Wu, Jocelyn Chanussot, Zhihui Wei:
A Two-Stream Multiscale Deep Learning Architecture for Pan-Sharpening. 5455-5465 - Yong Yang, Chenxu Wan, Shuying Huang, Hangyuan Lu, Weiguo Wan:
Pansharpening Based on Low-Rank Fuzzy Fusion and Detail Supplement. 5466-5479 - José Antonio Padrón-Hidalgo, Adrián Pérez-Suay, Fatih Nar, Valero Laparra, Gustau Camps-Valls:
Efficient Kernel Cook's Distance for Remote Sensing Anomalous Change Detection. 5480-5488 - Renbao Lian, Weixing Wang, Nadir Mustafa, Liqin Huang:
Road Extraction Methods in High-Resolution Remote Sensing Images: A Comprehensive Review. 5489-5507 - Yupei Wang, Hao Shi, Yin Zhuang, Qianbo Sang, Liang Chen:
Bidirectional Grid Fusion Network for Accurate Land Cover Classification of High-Resolution Remote Sensing Images. 5508-5517 - Stacey A. Huang, Howard A. Zebker:
Backscatter Distributions of Persistent and Distributed Scatterers Over Wavelength: Results From X-, C-, and L-Band. 5518-5525 - Tianyu Li, Qingmin Meng, Qian Du:
Application of Random Effects to Explore the Gulf of Mexico Coastal Forest Dynamics in Relation to Meteorological Factors. 5526-5535 - Zunjian Bian, Hua Li, Frank-M. Göttsche, Ruibo Li, Yongming Du, Huazhong Ren, Biao Cao, Qing Xiao, Qinhuo Liu:
Retrieving Soil and Vegetation Temperatures From Dual-Angle and Multipixel Satellite Observations. 5536-5549 - Jianming Wu, Yanling Chen, Fan Gao, Peng Guo, Xiaoya Wang, Xinliang Niu, Mengjie Wu, Naifeng Fu:
Sea Surface Height Estimation by Ground-Based BDS GEO Satellite Reflectometry. 5550-5559 - Dimas Irion Alves, Bruna Gregory Palm, Hans Hellsten, Viet Thuy Vu, Mats I. Pettersson, Renato B. Machado, Bartolomeu F. Uchôa Filho, Patrik B. G. Dammert:
Wavelength-Resolution SAR Change Detection Using Bayes' Theorem. 5560-5568 - Alamgir Hossan, María Marta Jacob, W. Linwood Jones:
Ocean Vector Wind Retrievals From TRMM Using a Novel Combined Active/Passive Algorithm. 5569-5579 - Kaizhi Yang, Wei Ye, Xu Wu, Fangfang Ma, Guojing Li:
Fast Generation of Deceptive Jamming Signal Against Space-Borne SAR. 5580-5596 - Jiaxing Zhang, Wen Xiao, Benjamin Coifman, Jon P. Mills:
Vehicle Tracking and Speed Estimation From Roadside Lidar. 5597-5608 - Yun Ding, Yanwen Chong, Shaoming Pan:
Sparse and Low-Rank Representation With Key Connectivity for Hyperspectral Image Classification. 5609-5622 - Bing Tu, Wenlan Kuang, Wangquan He, Guoyun Zhang, Yishu Peng:
Robust Learning of Mislabeled Training Samples for Remote Sensing Image Scene Classification. 5623-5639 - Tomoko Tashima, Takuji Kubota, Tomoaki Mega, Tomoo Ushio, Riko Oki:
Precipitation Extremes Monitoring Using the Near-Real-Time GSMaP Product. 5640-5651 - Xiaoyue Xing, Zhou Huang, Ximeng Cheng, Di Zhu, Chaogui Kang, Fan Zhang, Yu Liu:
Mapping Human Activity Volumes Through Remote Sensing Imagery. 5652-5668 - Quan Zhang, Ninglian Wang, Jie Cheng, Shuo Xu:
A Stepwise Downscaling Method for Generating High-Resolution Land Surface Temperature From AMSR-E Data. 5669-5681 - Chengzu Bai, Ren Zhang, Zeshui Xu, Baogang Jin, Jian Chen, Shuo Zhang, Long-xia Qian:
Kernel Low-Rank Entropic Component Analysis for Hyperspectral Image Classification. 5682-5693 - Yingbing Liu, Yingcheng Zhou, Yongsheng Zhou, Lixiang Ma, Bingnan Wang, Fan Zhang:
Accelerating SAR Image Registration Using Swarm-Intelligent GPU Parallelization. 5694-5703 - Hongwei Han, Guxi Wang, Maozhi Wang, Jiaqing Miao, Si Guo, Ling Chen, Mingyue Zhang, Ke Guo:
Hyperspectral Unmixing Via Nonconvex Sparse and Low-Rank Constraint. 5704-5718 - Fulong Chen, Wei Zhou, Hang Xu, Issaak S. Parcharidis, Hui Lin, Chaoyang Fang:
Space Technology Facilitates the Preventive Monitoring and Preservation of the Great Wall of the Ming Dynasty: A Comparative Study of the Qingtongxia and Zhangjiakou Sections in China. 5719-5729 - Yake Zhang, Fang Liu, Licheng Jiao, Shuyuan Yang, Lingling Li, Meijuan Yang:
Discriminative Sketch Topic Model With Structural Constraint for SAR Image Classification. 5730-5745 - Yuyan Liu, Xiaoying Gong, Jiaxuan Chen, Shuang Chen, Yang Yang:
Rotation-Invariant Siamese Network for Low-Altitude Remote-Sensing Image Registration. 5746-5758 - Shuheng Zhao, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Can Terrestrial Restoration Methodologies be Transferred to Planetary Hyperspectral Imagery? A Quantitative Intercomparison and Discussion. 5759-5775 - Zixian Ge, Guo Cao, Xuesong Li, Peng Fu:
Hyperspectral Image Classification Method Based on 2D-3D CNN and Multibranch Feature Fusion. 5776-5788 - Andreas Hueni, Laurie A. Chisholm, Cindy Ong, Tim J. Malthus, Mathew Wyatt, Simon A. Trim, Michael E. Schaepman, Medhavy Thankappan:
The SPECCHIO Spectral Information System. 5789-5799 - Eric Anterrieu, Baptiste Palacin, Laurent Costes:
A New Metric for Estimating the Disparity of Antenna Patterns in Synthetic Aperture Imaging Radiometry. 5800-5806 - Chaoqun Xia, Xiaorun Li, Liaoying Zhao, Shaoqi Yu:
Modified Graph Laplacian Model With Local Contrast and Consistency Constraint for Small Target Detection. 5807-5822 - Filip Rosu, Andrei Anghel, Remus Cacoveanu, Björn Rommen, Mihai Datcu:
Multiaperture Focusing for Spaceborne Transmitter/Ground-Based Receiver Bistatic SAR. 5823-5832 - Weidong Yang, Jiangtao Peng, Weiwei Sun:
Ideal Regularized Discriminative Multiple Kernel Subspace Alignment for Domain Adaptation in Hyperspectral Image Classification. 5833-5846 - Yuming Xiang, Rongshu Tao, Feng Wang, Hongjian You, Bing Han:
Automatic Registration of Optical and SAR Images Via Improved Phase Congruency Model. 5847-5861 - Shoulin Yin, Hang Li:
Hot Region Selection Based on Selective Search and Modified Fuzzy C-Means in Remote Sensing Images. 5862-5871 - Azam Karami, Melba M. Crawford, Edward J. Delp:
Automatic Plant Counting and Location Based on a Few-Shot Learning Technique. 5872-5886 - Weiying Xie, Xin Zhang, Yunsong Li, Keyan Wang, Qian Du:
Background Learning Based on Target Suppression Constraint for Hyperspectral Target Detection. 5887-5897 - Lin He, Jiawei Zhu, Jun Li, Deyu Meng, Jocelyn Chanussot, Antonio Plaza:
Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening. 5898-5914 - Kou-Yuan Huang, Jiun-Der You, Fajar Abdurrahman:
Seismic Signal Classification Using Perceptron With Different Learning Rules. 5915-5928 - Zhenhua Liu, Ziqing Xia, Feixiang Chen, Yueming Hu, Ya Wen, Jianbin Liu, Huiming Liu, Luo Liu:
Soil Moisture Index Model for Retrieving Soil Moisture in Semiarid Regions of China. 5929-5937 - Davide Pirrone, Francesca Bovolo, Lorenzo Bruzzone:
An Approach to Unsupervised Detection of Fully and Partially Destroyed Buildings in Multitemporal VHR SAR Images. 5938-5953 - Wen Wu, Zelang Miao, Yuelong Xiao, Zhongbin Li, Anshu Zhang, Alim Samat, Nianchun Du, Zhuokui Xu, Paolo Gamba:
New Scheme for Impervious Surface Area Mapping From SAR Images With Auxiliary User-Generated Content. 5954-5970 - Xiaohan Chu, Jie He, Hongqing Song, Yue Qi, Yueqiang Sun, Weihua Bai, Wei Li, Qiwu Wu:
Multimodal Deep Learning for Heterogeneous GNSS-R Data Fusion and Ocean Wind Speed Retrieval. 5971-5981 - Chunhui Zhao, Chuang Li, Shou Feng, Nan Su, Wei Li:
A Spectral-Spatial Anomaly Target Detection Method Based on Fractional Fourier Transform and Saliency Weighted Collaborative Representation for Hyperspectral Images. 5982-5997 - Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Antonio Plaza:
Deep Hashing Based on Class-Discriminated Neighborhood Embedding. 5998-6007 - Vanessa L. Valenti, Erica C. Carcelen, Kathleen Lange, Nicholas J. Russo, Bruce Chapman:
Leveraging Google Earth Engine User Interface for Semiautomated Wetland Classification in the Great Lakes Basin at 10 m With Optical and Radar Geospatial Datasets. 6008-6018 - Cooper Loughlin, Michael Pieper, Dimitris Manolakis, Randall Bostick, Andrew Weisner, Thomas W. Cooley:
Efficient Hyperspectral Target Detection and Identification With Large Spectral Libraries. 6019-6028 - Kunbo Liu, Tao Ke, Pengjie Tao, Jianan He, Ke Xi, Kaijun Yang:
Robust Radiometric Normalization of Multitemporal Satellite Images Via Block Adjustment Without Master Images. 6029-6043 - Zhengjia Liu, Nan Xu, Jieyong Wang:
Satellite-Observed Evolution Dynamics of the Yellow River Delta in 1984-2018. 6044-6050 - Ayda F. Aktas, Burak Berk Üstündag:
Soil Moisture Monitoring of the Plant Root Zone by Using Phenology as Context in Remote Sensing. 6051-6063 - Maosheng Zhou, Xin Liu, Jinyun Guo, Xin Jin, Xiaotao Chang:
Ocean Tide Loading Displacement Parameters Estimated From GNSS-Derived Coordinate Time Series Considering the Effect of Mass Loading in Hong Kong. 6064-6076 - Yu Chen, Yunxiao Tong, Kun Tan:
Coal Mining Deformation Monitoring Using SBAS-InSAR and Offset Tracking: A Case Study of Yu County, China. 6077-6087 - Fengchao Xiong, Jun Zhou, Jianfeng Lu, Yuntao Qian:
Nonconvex Nonseparable Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing. 6088-6100 - Dylan R. Boyd, Ali Cafer Gürbüz, Mehmet Kurum, James L. Garrison, Benjamin Nold, Jeffrey R. Piepmeier, Manuel Vega, Rajat Bindlish:
Cramer-Rao Lower Bound for SoOp-R-Based Root-Zone Soil Moisture Remote Sensing. 6101-6114 - Athos Agapiou, Vasiliki Lysandrou:
Detecting Displacements Within Archaeological Sites in Cyprus After a 5.6 Magnitude Scale Earthquake Event Through the Hybrid Pluggable Processing Pipeline (HyP3) Cloud-Based System and Sentinel-1 Interferometric Synthetic Aperture Radar (InSAR) Analysis. 6115-6123 - Shiwu Xu, Shihui Zhang, Jue Zeng, Tingyu Li, Qinghua Guo, Shichao Jin:
A Framework for Land Use Scenes Classification Based on Landscape Photos. 6124-6141 - Minfeng Song, Xiufeng He, Xiaolei Wang, Dongzhen Jia, Ruya Xiao, Hongkai Shi, Yihao Wu:
Study on the Exploration of Spaceborne GNSS-R Raw Data Focusing on Altimetry. 6142-6154 - Zohreh Adavi, Witold Rohm, Robert Weber:
Analyzing Different Parameterization Methods in GNSS Tomography Using the COST Benchmark Dataset. 6155-6163 - Jie Shan, Eckart Michaelsen, Uwe Stilla, Fenzhen Su:
Foreword for the Special Issue on Advances in Pattern Recognition in Remote Sensing. 6164-6165 - Yaning Yi, Wanchang Zhang:
A New Deep-Learning-Based Approach for Earthquake-Triggered Landslide Detection From Single-Temporal RapidEye Satellite Imagery. 6166-6176 - Iwona Podsiadlo, Claudia Paris, Mattia Callegari, Carlo Marin, Daniel Günther, Ulrich Strasser, Claudia Notarnicola, Lorenzo Bruzzone:
Integrating Models and Remote Sensing Data for Distributed Glacier Mass Balance Estimation. 6177-6194 - Yan Wang, Dailiang Peng, Le Yu, Yaqiong Zhang, Jie Yin, Leilei Zhou, Shijun Zheng, Fumin Wang, Cunjun Li:
Monitoring Crop Growth During the Period of the Rapid Spread of COVID-19 in China by Remote Sensing. 6195-6205 - Jingan Wu, Qing Cheng, Huifang Li, Shuang Li, Xiaobin Guan, Huanfeng Shen:
Spatiotemporal Fusion With Only Two Remote Sensing Images as Input. 6206-6219 - Kande Vamsi Krishna, Palanisamy Shanmugam, Pullaiahgari Venkata Nagamani:
A Multiparametric Nonlinear Regression Approach for the Estimation of Global Surface Ocean pCO2 Using Satellite Oceanographic Data. 6220-6235 - Min Chen, Li Ma, Wenjin Wang, Qian Du:
Augmented Associative Learning-Based Domain Adaptation for Classification of Hyperspectral Remote Sensing Images. 6236-6248 - Shuang Zhu, Zuxiang Xiao, Xiangang Luo, Hairong Zhang, Xiuwei Liu, Rui Wang, Mingzhi Zhang, Zhibin Huo:
Multidimensional Response Evaluation of Remote-Sensing Vegetation Change to Drought Stress in the Three-River Headwaters, China. 6249-6259 - Xin Wang, Peijun Du, Dongmei Chen, Sicong Liu, Wei Zhang, Erzhu Li:
Change Detection Based on Low-Level to High-Level Features Integration With Limited Samples. 6260-6276 - Zhong-Cheng Wu, Ting-Zhu Huang, Liang-Jian Deng, Gemine Vivone, Jiaqing Miao, Jin-Fan Hu, Xi-Le Zhao:
A New Variational Approach Based on Proximal Deep Injection and Gradient Intensity Similarity for Spatio-Spectral Image Fusion. 6277-6290 - Liguo Wang, Xiaoyi Wang, Qunming Wang, Peter M. Atkinson:
Investigating the Influence of Registration Errors on the Patch-Based Spatio-Temporal Fusion Method. 6291-6307 - Mohammadreza Sheykhmousa, Masoud MahdianPari, Hamid Ghanbari, Fariba Mohammadimanesh, Pedram Ghamisi, Saeid Homayouni:
Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review. 6308-6325 - Sergio Arriola-Valverde, Luis Carlos Villalobos-Avellán, Karolina Villagra-Mendoza, Renato Rimolo-Donadio:
Erosion Quantification in Runoff Agriculture Plots by Multitemporal High-Resolution UAS Digital Photogrammetry. 6326-6336 - Filippo Biondi, Pia Addabbo, Carmine Clemente, Silvia Liberata Ullo, Danilo Orlando:
Monitoring of Critical Infrastructures by Micromotion Estimation: The Mosul Dam Destabilization. 6337-6351 - Poliyapram Vinayaraj, Ryu Sugimoto, Ryosuke Nakamura, Yoshio Yamaguchi:
Transfer Learning With CNNs for Segmentation of PALSAR-2 Power Decomposition Components. 6352-6361 - Maryna Batur, Onur Yilmaz, Haluk Özener:
A Case Study of Deformation Measurements of Istanbul Land Walls via Terrestrial Laser Scanning. 6362-6371 - Donghang Yu, Haitao Guo, Qing Xu, Jun Lu, Chuan Zhao, Yuzhun Lin:
Hierarchical Attention and Bilinear Fusion for Remote Sensing Image Scene Classification. 6372-6383 - Miguel Colom, Tristan Dagobert, Carlo de Franchis, Rafael Grompone von Gioi, Charles Hessel, Jean-Michel Morel:
Using the IPOL Journal for Online Reproducible Research in Remote Sensing. 6384-6390 - Henrik J. Persson, Maciej J. Soja, Johan E. S. Fransson, Lars M. H. Ulander:
National Forest Biomass Mapping Using the Two-Level Model. 6391-6400 - Luana Mendes dos Santos, Gabriel Araújo e Silva Ferraz, Brenon Diennevan de Souza Barbosa, Adriano Valentim Diotto, Marco Thulio Andrade, Leonardo Conti, Giuseppe Rossi:
Determining the Leaf Area Index and Percentage of Area Covered by Coffee Crops Using UAV RGB Images. 6401-6409 - Yuting Lu, Penghai Wu, Xiaoshuang Ma, Hui Yang, Yanlan Wu:
Monitoring Seasonal and Diurnal Surface Urban Heat Islands Variations Using Landsat-Scale Data in Hefei, China, 2000-2017. 6410-6423 - Robiulhossain Mdrafi, Qian Du, Ali Cafer Gürbüz, Bo Tang, Li Ma, Nicolas H. Younan:
Attention-Based Domain Adaptation Using Residual Network for Hyperspectral Image Classification. 6424-6433 - Estrella Olmedo, Verónica González-Gambau, Antonio Turiel, Sébastien Guimbard, Cristina González-Haro, Justino Martínez, Carolina Gabarró, Marcos Portabella, Manuel Arias, Roberto Sabia, Roger Oliva, Ignasi Corbella:
Toward an Enhanced SMOS Level-2 Ocean Salinity Product. 6434-6453 - B. Yu, Yuyu Zhou, Christopher Small, Christopher D. Elvidge, Z. Chen:
Foreword to the Special Issue on Advances in Remote Sensing of Nighttime Lights: Progresses, Challenges, and Perspectives. 6454-6456 - Jane Whitcomb, Daniel Clewley, Andreas Colliander, Michael H. Cosh, Jarrett Powers, Matthew Friesen, Heather McNairn, Aaron A. Berg, David D. Bosch, Alisa Coffin, Chandra D. Holifield Collins, John H. Prueger, Dara Entekhabi, Mahta Moghaddam:
Evaluation of SMAP Core Validation Site Representativeness Errors Using Dense Networks of In Situ Sensors and Random Forests. 6457-6472 - Christina Corbane, Soushi Kato, Koki Iwao, Filip Sabo, Panagiotis Politis, Martino Pesaresi, Thomas Kemper:
Leveraging ALOS-2 PALSAR-2 for Mapping Built-Up Areas and Assessing Their Vertical Component. 6473-6483 - Xiaochuan Qin, Bihong Fu:
Assessing and Predicting Changes of the Ecosystem Service Values Based on Land Use/Land Cover Changes With a Random Forest-Cellular Automata Model in Qingdao Metropolitan Region, China. 6484-6494 - Ajay Kumar Patel, Jayanta Kumar Ghosh, Shivam Pande, Sameer Usmangani Sayyad:
Deep-Learning-Based Approach for Estimation of Fractional Abundance of Nitrogen in Soil From Hyperspectral Data. 6495-6511 - Akira Hirose, Irena Hajnsek, Akira Iwasaki, Hiroyoshi Yamada:
Foreword to the Special Issue on the 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2019). 6512-6514 - Devis Tuia, Ronny Hänsch, Naoto Yokoya, Myron Brown, Bertrand Le Saux:
Foreword to the Special Issue on Computer Vision-Based Approaches for Earth Observation. 6515-6518 - Liping Di, B. Berk Üstündag, Liying Guo, Jiali Shang, Ruixin Yang:
Foreword to the Special Issue on Digital Innovations in Agriculture Research and Applications. 6519-6523 - Ayoub Tlili, François Cavayas, Samuel Foucher, Gabriela Lianet Siles:
New Interferometric Phase Unwrapping Method Based on Energy Minimization From Contextual Modeling. 6524-6532 - Sébastien Lefèvre, Thomas Corpetti, Monika Kuffer, Hannes Taubenböck, Clément Mallet:
Foreword to the Special Issue on Paving the Way for the Future of Urban Remote Sensing. 6533-6536
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