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Study of Surface Deposits in the Schiller-Schickard Cryptomare Region: Insights from CE-2 MRM Data IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-14 Tianqi Tang, Ruiqing Qie, Zhiguo Meng, Hengxi Liu, Zhaoran Wei
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A New Method for The Identification of Earthquake-damaged Buildings Using Sentinel-1 Multi-temporal Coherence Optimized by Homogeneous SAR Pixels and Histogram Matching IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-14 Haihui Liu, Chuang Song, Zhenhong Li, Zhenjiang Liu, Liangyu Ta, Xuesong Zhang, Bo Chen, Bingquan Han, Jianbing Peng
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CMLFormer: CNN and Multi-scale Local-context Transformer network for remote sensing images semantic segmentation IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-14 Honglin Wu, Min Zhang, Peng Huang, Wenlong Tang
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Cross-Scene Building Identification Based on Dual-Stream Neural Network and Efficient Channel Attention Mechanism IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-14 Wenmei Li, Jiadong Zhang, Hao Xia, Qing Liu, Yu Wang, Yan Jia, Yixiang Chen
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An Extended Time Scaling Algorithm based on the Spatial Inverse Mapping for Bistatic SAR Imaging with Complex Trajectory IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-13 Yujie Liang, Yi Liang, YanYi Zhao, ZhiYong Suo, Mengdao Xing
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Design and Verification of a Low-Cost Multispectral Camera for Precision Agriculture Application IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-13 Marko Barjaktarovic, Massimo Santoni, Lorenzo Bruzzone
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A Mutual-Attention Guided Feature Extraction and Adaptative Decision Fusion Framework for Fine-Grained Dual-Band Radar Target Classification IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-12 Ao Zhong, Shiguo Chen, Tianyu Wang, Yao Ma, Yawei Zhang
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FADNet:Greenhouse Identification with Fusion Attention Mechanism and Deformable Convolution IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-12 Jun Liu, Xiaolong Xu, Muhammad Bilal, Jielin Jiang
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Very High-Resolution Synthetic Aperture Radar Systems and Imaging: A Review IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-12 Xing Chen, Zhen Dong, Zehua Zhang, Chengyi Tu, Tianzhu Yi, Zhihua He
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Adaptive Multi-Scale Reversible Column Network for SAR Ship Detection IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-12 Tianxiang Wang, Zhangfan Zeng
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Improving Geological Remote Sensing Interpretation via a Contextually Enhanced Multiscale Feature Fusion Network IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-12 Kang He, Zhijun Zhang, Yusen Dong, Depan Cai, Yue Lu, Wei Han
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Vegetation Biomass and Nitrogen Content Estimation Using Ensembles: Regression and Active Learning Strategies for Field Sampling Reduction IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-11 Donato Amitrano, Gabriele Candiani, Luca Cicala, Marco De Mizio, Francesco Tufano
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A NeRF-Based Color Consistency Correction Method for Remote Sensing Images IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-08 Zongcheng Zuo, Yuanxiang Li, Tongtong Zhang, Fan Mo
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Siamese Bi-Attention Pooling Network for Change Detection in Remote Sensing IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-08 Hengzhi Chen, Kun Hu, Patrick Filippi, Wei Xiang, Thomas Bishop, Zhiyong Wang
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An Object-Oriented Semi-Supervised Land-Use/Land-Cover Change Detection Method Based on Siamese Autoencoder Graph Attention Network IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-08 Yifan Wu, Zhiwei Xie, Zaiyang Ma, Min Chen, Fengyuan Zhang, Zhenguo Shi, Wengang Li, Shuaizhi Zhai
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Simulation of the Temperatures in Permanently Shadowed Region of the Crater Shackleton and Implications to In-situ Detection IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-08 Zhengling Yin, Niutao Liu, Ya-Qiu Jin
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Remote Sensing Image Change Detection Based on Adjacent-level Feature Fusion and Dense Skip Connections IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-08 Bin Huang, Yichen Xu, Feng Zhang
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Addressing Sample Inconsistency for Semi-Supervised Object Detection in Remote Sensing Images IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-08 Yuhao Wang, Lifan Yao, Gang Meng, Xinye Zhang, Jiayun Song, Haopeng Zhang
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Dual Smooth Graph Convolutional Clustering for Large-Scale Hyperspectral Images IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-08 Jiaxin Chen, Shujun Liu, Huajun Wang
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An Improved Method for Individual Tree Segmentation in Complex Urban Scene Based on Using Multispectral LiDAR by Deep Learning IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-07 Jian Yang, Ruilin Gan, Binhan Luo, Ao Wang, Shuo Shi, Lin Du
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Unveiling the Invasion: Advancing Ecological Mapping of Heterotheca Subaxillaris Through Integrated Remote Sensing Techniques With Drones and Satellites IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-07 Sharad Kumar Gupta, Eyal Ben-dor, Marcelo Sternberg
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Analysis of Ocean Tide Loading Displacement Correction for Long-Strip InSAR Measurements in Coastal Areas of France IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-07 Mengrui Wang, Qijie Wang, Huayi Zhang, Weiwei He, Fengxian Xiao, Jiachen Li
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A Heterogeneous Remote Sensing Image Matching Method for Urban Areas with Complex Terrain Based on 3D Spatial Relationship Constraints IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-07 Yao Zheng, Shuwen Yang, Yikun Li, Jinsha Wu, Zhuang Shi, Ruixiong Kou
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HyCloudX: A Multi-Branch Hybrid Segmentation Network With Band Fusion for Cloud/shadow IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-07 Ziwei Hu, Liguo Weng, Min Xia, Kai Hu, Haifeng Lin
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ACMFNet: Asymmetric Convolutional Feature Enhancement and Multiscale Fusion Network for Change Detection IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-07 Weipeng Le, Liang Huang, Bo-Hui Tang, Qiuyuan Tian, Min Wang
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Multi-modal Object Detection of UAV Remote Sensing Based on Joint Representation Optimization and Specific Information Enhancement IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-06 Jinpeng Wang, Congan Xu, Chunhui Zhao, Long Gao, Junfeng Wu, Yiming Yan, Shou Feng, Nan Su
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Change Detection in Remote Sensing Images Using Pyramid Pooling Dynamic Sparse Attention Network with Difference Enhancement IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-06 Zhong Li, Bin Ouyang, Shaohua Qiu, Xinghua Xu, Xiaopeng Cui, Xia Hua
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MFFAGAN: Generative Adversarial Network With Multi-Level Feature Fusion Attention Mechanism for Remote Sensing Image Super-Resolution IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-06 Yinggan Tang, Tianjiao Wang, Defeng Liu
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Deep Learning based Approach in Imaging Radiometry by Aperture Synthesis: an Alias-Free Method IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-06 Richard Faucheron, Eric Anterrieu, Louise Yu, Ali Khazaal, Nemesio J. Rodríguez-Fernández
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Spaceborne GNSS-Reflectometry for surface water mapping in the Amazon basin IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-06 Paulo T. Setti, Sajad Tabibi
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A New Spatial Downscaling Method for Long Term AVHRR NDVI by Multi-scale Residual Convolutional Neural Network IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-06 Mengmeng Sun, Xiang Zhao, Jiacheng Zhao, Naijing Liu, Siqing Zhao, Yinkun Guo, Wenxi Shi, Longping Si
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Generative Adversarial Differential Analysis for Infrared Small Target Detection IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-06 Zongfang Ma, Shuo Pang, Fan Hao
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Evaluation of Global-Scale and Local-Scale Optimized Segmentation Algorithms in GEOBIA with SAM on Land Use and Land Cover IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-05 Tao He, Jianyu Chen, Linchong Kang, Qiankun Zhu
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Robust Estimation of Landslide Displacement from Multi-temporal UAV Photogrammetry-Derived Point Clouds IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-05 Haiqing He, Zaiyang Ming, Jianqiang Zhang, Leyang Wang, Ronghao Yang, Ting Chen, Fuyang Zhou
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Hyperspectral Image Denoising via Correntropy Based Nonconvex Low-Rank Approximation IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-05 Peizeng Lin, Lei Sun, Yaochen Wu, Weiyong Ruan
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An Improved Urban Area Extraction Method for PolSAR Data Using Eigenvalues and Optimal Roll-invariant Features IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-05 Yu Wang, Weidong Yu, Ruishi Wang, Li Wang, Daqing Ge, Xiuqing Liu, Chunle Wang, Bin Liu, Ling Zhang, Man Li, Xiangxing Wan, Li Zhang
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Using Earth Observations to Measure Hydrological Conditions Before, During, and After Wildfires in the Feather River Watershed IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-05 Avery Walters, Bin Fang, Venkataraman Lakshmi
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Guided Filter of Random Patches Network and Relaxed Collaborative Representation Based Hyperspectral Image Classification IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-05 Tugcan Dundar, Taner Ince
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Similarity Learning for Land Use Scene-Level Change Detection IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-05 Jinglei Liu, Weixun Zhou, Haiyan Guan, Wenzhi Zhao
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An Efficient Method for Detecting Dense and Small Objects in UAV Images IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-05 Chenyang Li, Suiping Zhou, Hang Yu, Tianxiang Guo, Yuru Guo, Jichen Gao
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TransC-GD-CD: Transformer-based Conditional Generative Diffusion Change Detection Model IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-05 Yihan Wen, Zhuo Zhang, Qi Cao, Guanchong Niu
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Understanding the Temporal Dynamics of Coherence and Backscattering using Sentinel-1 Imagery for Crop-Type Mapping IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-05 Qinxin Zhao, Qinghua Xie, Xing Peng, Kunyu Lai, Jinfei Wang, Haiqiang Fu, Jianjun Zhu, Yang Song
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Quantification of Urban Heat Island Effect and Differences in Regional Influence Based on Footprint Analysis: a Case Study of the Beijing–Tianjin–Hebei Urban Agglomeration IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-05 Huisheng Yu, Dongqi Sun
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Combining UAV and Sentinel-2 imagery for estimating millet FCover in a heterogeneous agricultural landscape of Senegal IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-05 Diack Ibrahima, Diene Serigne Mansour, Leroux Louise, Diouf Abdoul Aziz, Heuclin Benjamin, Roupsard Olivier, Letourmy Philippe, Audebert Alain, Sarr Idrissa, Diallo Moussa
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LCFSTE: Landslide Conditioning Factors and Swin Transformer Ensemble for Landslide Susceptibility Assessment IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-05 Tao Chen, Qingye Wang, Zeyang Zhao, Gang Liu, Jie Dou, Antonio Plaza
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Enhancing Contrastive Learning with Positive Pair Mining for Few-shot Hyperspectral Image Classification IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-04 Nassim Ait Ali Braham, Julien Mairal, Jocelyn Chanussot, Lichao Mou, Xiao Xiang Zhu
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Graph-based Memory Recall Recurrent Neural Network for Mid-Term Sea Surface Height Anomaly Forecasting IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-01 Yuan Zhou, Tian Ren, Keran Chen, Le Gao, Xiaofeng Li
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An Evaluation of Convolutional Neural Networks for Lithological Mapping Based on Hyperspectral Images IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-01 Ziye Wang, Renguang Zuo
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Building Height Extraction from High-Resolution Single-View Remote Sensing Images Using Shadow and Side Information IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-03-01 Wanqi Xu, Zhangyin Feng, Qian Wan, Yakun Xie, Dejun Feng, Jun Zhu, Yangge Liu
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Detecting Sheer Rock Outcrops Using Digital Elevation Models for Ecological Conservation IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-02-29 Caleb A. Aldridge, Arek Moczulski, Katy Tramel Wilson, Evan C. Boone
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A Two-Branch Multi-Scale Residual Attention Network for Single Image Super-Resolution in Remote Sensing Imagery IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-02-29 Allen Patnaik, M. K. Bhuyan, Karl F. MacDorman
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SAU-Net: a novel network for building extraction from high-resolution remote sensing images by reconstructing fine-grained semantic features IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-02-29 Meng Chen, Ting Mao, Jianjun Wu, Bingyu Zhao
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POS assisted aerial triangulation method for single flight strip without ground control points IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-02-29 Jianchen Liu, Rumeng Li, Wei Guo
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Martian Dust Devil Detection Based on Improved Faster R-CNN IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-02-29 Zexin Guo, Yi Xu, Dagang Li, Yemeng Wang, Kim-Chiu Chow, Renrui Liu, Qiquan Yang
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LSSMA: Lightweight Spectral-Spatial Neural Architecture with Multi-Attention Feature Extraction for Hyperspectral Image Classification IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-02-29 Shujie Ding, Xiaoli Ruan, Jing Yang, Jie Sun, Shaobo Li, Jianjun Hu
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Automatic Change Detection of Planetary Striped Landform on Mars Surface IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-02-28 Fengqi Zhang, Weifeng Hao, Mao Ye, Zhigang Tu, Fei Li
Cameras carried by satellites take large-scale images of the planetary surface, which provides data support for exploration missions. With the progress of deep space exploration, the demands to identify surface changes are gradually increasing. There are few studies that focus on planetary surface automatic change detection since it faces the challenges of difficult registration, strong pseudochange
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A Novel Deep Learning Architecture for Agriculture Land Cover and Land Use Classification from Remote Sensing Images Based on Network-Level Fusion of Self-Attention Architecture IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-02-28 Hussain Mobarak Albarakati, Muhammad Attique Khan, Ameer Hamza, Faheem Khan, Naoufel Kraiem, Leila Jamel, Latifah Almuqren, Roobaea Alroobaea
AI-driven precision agriculture applications can benefit from the large data source that remote sensing (RS) provides, as it can gather agricultural monitoring data at various scales throughout the year. Numerous advantages for sustainable agricultural applications, including yield prediction, crop monitoring, and climate change adaptation, can be obtained from RS and artificial intelligence. In this
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On the Use of Virtual Knowledge Graphs to Improve Environmental Sensor Data Accessibility IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-02-27 Jiantao Wu, Fabrizio Orlandi, Declan O'Sullivan, Soumyabrata Dev
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A Method for Calculating the Optimal Velocity Search Step Size for Airborne Three-Channel SAR Adaptive Clutter Suppression IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-02-27 Yongkang Li, Yingcong Wang, Yonghui Zhang, Baochang Liu, Hongmeng Chen
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Analysis of Long-Term Variation in Spectral Smile of HISUI Using Atmospheric Absorption Bands IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. (IF 5.5) Pub Date : 2024-02-27 Satoru Yamamoto, Satoshi Tsuchida, Minoru Urai, Hiroki Mizuochi, Moe Matsuoka, Koki Iwao
This article reports on the long-term variation of the spectral smile and the full-width at half-maximum (FWHM) of the sensor response function for the Hyperspectral Imager Suite (HISUI) onboard the International Space Station (ISS). HISUI is an optical hyperspectral imager comprising two subsystems: a visible-and-near-infrared (VNIR) system covering 400–980 nm and a short-wave infrared (SWIR) system