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Citations	Article
954	Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery by Fan Hu, Gui-Song Xia, Jingwen Hu and Liangpei Zhang
780	A Non-Stationary 1981–2012 AVHRR NDVI_3g Time Series by Jorge E. Pinzon and Compton J. Tucker
748	Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network by Ying Li, Haokui Zhang and Qiang Shen
673	Global Data Sets of Vegetation Leaf Area Index (LAI)3g and Fraction of Photosynthetically Active Radiation (FPAR)3g Derived from Global Inventory Modeling and Mapping Studies (GIMMS) Normalized Difference Vegetation Index (NDVI3g) for the Period 1981 to 2011 by Zaichun Zhu, Jian Bi, Yaozhong Pan, Sangram Ganguly, Alessandro Anav, Liang Xu, Arindam Samanta, Shilong Piao, Ramakrishna R. Nemani and Ranga B. Myneni
671	Unmanned Aircraft Systems in Remote Sensing and Scientific Research: Classification and Considerations of Use by Adam C. Watts, Vincent G. Ambrosia and Everett A. Hinkley
652	An Easy-to-Use Airborne LiDAR Data Filtering Method Based on Cloth Simulation by Wuming Zhang, Jianbo Qi, Peng Wan, Hongtao Wang, Donghui Xie, Xiaoyan Wang and Guangjian Yan
622	Pansharpening by Convolutional Neural Networks by Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva and Giuseppe Scarpa
615	Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry by Telmo Adão, Jonáš Hruška, Luís Pádua, José Bessa, Emanuel Peres, Raul Morais and Joaquim João Sousa
611	First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe by Markus Immitzer, Francesco Vuolo and Clement Atzberger
576	Using Unmanned Aerial Vehicles (UAV) for High-Resolution Reconstruction of Topography: The Structure from Motion Approach on Coastal Environments by Francesco Mancini, Marco Dubbini, Mario Gattelli, Francesco Stecchi, Stefano Fabbri and Giovanni Gabbianelli

Citations	Article
11	A Possible Land Cover EAGLE Approach to Overcome Remote Sensing Limitations in the Alps Based on Sentinel-1 and Sentinel-2: The Case of Aosta Valley (NW Italy) by Tommaso Orusa, Duke Cammareri and Enrico Borgogno Mondino
11	Spatial Downscaling of GRACE Data Based on XGBoost Model for Improved Understanding of Hydrological Droughts in the Indus Basin Irrigation System (IBIS) by Shoaib Ali, Behnam Khorrami, Muhammad Jehanzaib, Aqil Tariq, Muhammad Ajmal, Arfan Arshad, Muhammad Shafeeque, Adil Dilawar, Iqra Basit, Liangliang Zhang, Samira Sadri, Muhammad Ahmad Niaz, Ahsan Jamil and Shahid Nawaz Khan
9	Geophysical and Remote Sensing Assessment of Chad’s Groundwater Resources by Ahmed Mohamed, Ahmed Abdelrady, Saad S. Alarifi and Abdullah Othman
8	Deep Object Detection of Crop Weeds: Performance of YOLOv7 on a Real Case Dataset from UAV Images by Ignazio Gallo, Anwar Ur Rehman, Ramin Heidarian Dehkordi, Nicola Landro, Riccardo La Grassa and Mirco Boschetti
7	Topographic Changes, Surface Deformation and Movement Process before, during and after a Rotational Landslide by Shuyue Ma, Haijun Qiu, Yaru Zhu, Dongdong Yang, Bingzhe Tang, Daozheng Wang, Luyao Wang and Mingming Cao
7	Unsupervised Diffusion and Volume Maximization-Based Clustering of Hyperspectral Images by Sam L. Polk, Kangning Cui, Aland H. Y. Chan, David A. Coomes, Robert J. Plemmons and James M. Murphy
6	G-Rep: Gaussian Representation for Arbitrary-Oriented Object Detection by Liping Hou, Ke Lu, Xue Yang, Yuqiu Li and Jian Xue
6	MCANet: A Multi-Branch Network for Cloud/Snow Segmentation in High-Resolution Remote Sensing Images by Kai Hu, Enwei Zhang, Min Xia, Liguo Weng and Haifeng Lin
6	Seismo-Lineaments in Egypt: Analysis and Implications for Active Tectonic Structures and Earthquake Magnitudes by Sayed S. R. Moustafa, Mohamed S. Abdalzaher and H. E. Abdelhafiez
5	Automatic Damage Detection and Diagnosis for Hydraulic Structures Using Drones and Artificial Intelligence Techniques by Yantao Zhu and Hongwu Tang

Citations	Article
26	UAV-Based Forest Health Monitoring: A Systematic Review by Simon Ecke, Jan Dempewolf, Julian Frey, Andreas Schwaller, Ewald Endres, Hans-Joachim Klemmt, Dirk Tiede and Thomas Seifert
24	Global 10 m Land Use Land Cover Datasets: A Comparison of Dynamic World, World Cover and Esri Land Cover by Zander S. Venter, David N. Barton, Tirthankar Chakraborty, Trond Simensen and Geethen Singh
23	Automatic Detection of Pothole Distress in Asphalt Pavement Using Improved Convolutional Neural Networks by Danyu Wang, Zhen Liu, Xingyu Gu, Wenxiu Wu, Yihan Chen and Lutai Wang
23	Global Mangrove Extent Change 1996–2020: Global Mangrove Watch Version 3.0 by Pete Bunting, Ake Rosenqvist, Lammert Hilarides, Richard M. Lucas, Nathan Thomas, Takeo Tadono, Thomas A. Worthington, Mark Spalding, Nicholas J. Murray and Lisa-Maria Rebelo
22	RAANet: A Residual ASPP with Attention Framework for Semantic Segmentation of High-Resolution Remote Sensing Images by Runrui Liu, Fei Tao, Xintao Liu, Jiaming Na, Hongjun Leng, Junjie Wu and Tong Zhou
21	An Overview on Visual SLAM: From Tradition to Semantic by Weifeng Chen, Guangtao Shang, Aihong Ji, Chengjun Zhou, Xiyang Wang, Chonghui Xu, Zhenxiong Li and Kai Hu
20	Swin-Transformer-Enabled YOLOv5 with Attention Mechanism for Small Object Detection on Satellite Images by Hang Gong, Tingkui Mu, Qiuxia Li, Haishan Dai, Chunlai Li, Zhiping He, Wenjing Wang, Feng Han, Abudusalamu Tuniyazi, Haoyang Li, Xuechan Lang, Zhiyuan Li and Bin Wang
20	A Review of Multi-Sensor Fusion SLAM Systems Based on 3D LIDAR by Xiaobin Xu, Lei Zhang, Jian Yang, Chenfei Cao, Wen Wang, Yingying Ran, Zhiying Tan and Minzhou Luo
20	Landslide Susceptibility Prediction Considering Neighborhood Characteristics of Landslide Spatial Datasets and Hydrological Slope Units Using Remote Sensing and GIS Technologies by Faming Huang, Siyu Tao, Deying Li, Zhipeng Lian, Filippo Catani, Jinsong Huang, Kailong Li and Chuhong Zhang
20	Google Earth Engine and Artificial Intelligence (AI): A Comprehensive Review by Liping Yang, Joshua Driscol, Sarigai Sarigai, Qiusheng Wu, Haifei Chen and Christopher D. Lippitt

Citations	Article
97	SAR Ship Detection Dataset (SSDD): Official Release and Comprehensive Data Analysis by Tianwen Zhang, Xiaoling Zhang, Jianwei Li, Xiaowo Xu, Baoyou Wang, Xu Zhan, Yanqin Xu, Xiao Ke, Tianjiao Zeng, Hao Su, Israr Ahmad, Dece Pan, Chang Liu, Yue Zhou, Jun Shi and Shunjun Wei
80	Spatial Variability and Temporal Heterogeneity of Surface Urban Heat Island Patterns and the Suitability of Local Climate Zones for Land Surface Temperature Characterization by Ziqi Zhao, Ayyoob Sharifi, Xin Dong, Lidu Shen and Bao-Jie He
71	Quad-FPN: A Novel Quad Feature Pyramid Network for SAR Ship Detection by Tianwen Zhang, Xiaoling Zhang and Xiao Ke
71	A Wheat Spike Detection Method in UAV Images Based on Improved YOLOv5 by Jianqing Zhao, Xiaohu Zhang, Jiawei Yan, Xiaolei Qiu, Xia Yao, Yongchao Tian, Yan Zhu and Weixing Cao
58	Early-Season Mapping of Winter Crops Using Sentinel-2 Optical Imagery by Haifeng Tian, Yongjiu Wang, Ting Chen, Lijun Zhang and Yaochen Qin
56	Real-Time Underwater Maritime Object Detection in Side-Scan Sonar Images Based on Transformer-YOLOv5 by Yongcan Yu, Jianhu Zhao, Quanhua Gong, Chao Huang, Gen Zheng and Jinye Ma
56	Improving YOLOv5 with Attention Mechanism for Detecting Boulders from Planetary Images by Linlin Zhu, Xun Geng, Zheng Li and Chun Liu
54	Digital Twin Technology Challenges and Applications: A Comprehensive Review by Diego M. Botín-Sanabria, Adriana-Simona Mihaita, Rodrigo E. Peimbert-García, Mauricio A. Ramírez-Moreno, Ricardo A. Ramírez-Mendoza and Jorge de J. Lozoya-Santos
53	Efficient Transformer for Remote Sensing Image Segmentation by Zhiyong Xu, Weicun Zhang, Tianxiang Zhang, Zhifang Yang and Jiangyun Li
52	Improved Transformer Net for Hyperspectral Image Classification by Yuhao Qing, Wenyi Liu, Liuyan Feng and Wanjia Gao

Citations	Article
391	Reconstructing Three Decades of Land Use and Land Cover Changes in Brazilian Biomes with Landsat Archive and Earth Engine by Carlos M. Souza, Jr., Julia Z. Shimbo, Marcos R. Rosa, Leandro L. Parente, Ane A. Alencar, Bernardo F. T. Rudorff, Heinrich Hasenack, Marcelo Matsumoto, Laerte G. Ferreira, Pedro W. M. Souza-Filho, Sergio W. de Oliveira, Washington F. Rocha, Antônio V. Fonseca, Camila B. Marques, Cesar G. Diniz, Diego Costa, Dyeden Monteiro, Eduardo R. Rosa, Eduardo Vélez-Martin, Eliseu J. Weber, Felipe E. B. Lenti, Fernando F. Paternost, Frans G. C. Pareyn, João V. Siqueira, José L. Viera, Luiz C. Ferreira Neto, Marciano M. Saraiva, Marcio H. Sales, Moises P. G. Salgado, Rodrigo Vasconcelos, Soltan Galano, Vinicius V. Mesquita and Tasso Azevedo Show full author list Hide full author list
213	Applications of Remote Sensing in Precision Agriculture: A Review by Rajendra P. Sishodia, Ram L. Ray and Sudhir K. Singh
210	Recent Advances of Hyperspectral Imaging Technology and Applications in Agriculture by Bing Lu, Phuong D. Dao, Jiangui Liu, Yuhong He and Jiali Shang
192	A Real-Time Apple Targets Detection Method for Picking Robot Based on Improved YOLOv5 by Bin Yan, Pan Fan, Xiaoyan Lei, Zhijie Liu and Fuzeng Yang
188	Sentinel-2 Data for Land Cover/Use Mapping: A Review by Darius Phiri, Matamyo Simwanda, Serajis Salekin, Vincent R. Nyirenda, Yuji Murayama and Manjula Ranagalage
151	Vision Transformers for Remote Sensing Image Classification by Yakoub Bazi, Laila Bashmal, Mohamad M. Al Rahhal, Reham Al Dayil and Naif Al Ajlan
148	Land Cover Classification using Google Earth Engine and Random Forest Classifier—The Role of Image Composition by Thanh Noi Phan, Verena Kuch and Lukas W. Lehnert
126	Annual Time Series of Global VIIRS Nighttime Lights Derived from Monthly Averages: 2012 to 2019 by Christopher D. Elvidge, Mikhail Zhizhin, Tilottama Ghosh, Feng-Chi Hsu and Jay Taneja
125	Deep Learning for Land Use and Land Cover Classification Based on Hyperspectral and Multispectral Earth Observation Data: A Review by Ava Vali, Sara Comai and Matteo Matteucci
110	Spatial-Spectral Transformer for Hyperspectral Image Classification by Xin He, Yushi Chen and Zhouhan Lin

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12819	Comparison of Physical-Based Models to Measure Forest Resilience to Fire as a Function of Burn Severity by José Manuel Fernández-Guisuraga, Susana Suárez-Seoane, Carmen Quintano, Alfonso Fernández-Manso and Leonor Calvo
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4259	Mapping Vegetation Index-Derived Actual Evapotranspiration across Croplands Using the Google Earth Engine Platform by Neda Abbasi, Hamideh Nouri, Kamel Didan, Armando Barreto-Muñoz, Sattar Chavoshi Borujeni, Christian Opp, Pamela Nagler, Prasad S. Thenkabail and Stefan Siebert
3923	Comparative Sensitivity of Vegetation Indices Measured via Proximal and Aerial Sensors for Assessing N Status and Predicting Grain Yield in Rice Cropping Systems by Telha H. Rehman, Mark E. Lundy and Bruce A. Linquist
3549	Swin-Transformer-Enabled YOLOv5 with Attention Mechanism for Small Object Detection on Satellite Images by Hang Gong, Tingkui Mu, Qiuxia Li, Haishan Dai, Chunlai Li, Zhiping He, Wenjing Wang, Feng Han, Abudusalamu Tuniyazi, Haoyang Li, Xuechan Lang, Zhiyuan Li and Bin Wang
3293	Global 10 m Land Use Land Cover Datasets: A Comparison of Dynamic World, World Cover and Esri Land Cover by Zander S. Venter, David N. Barton, Tirthankar Chakraborty, Trond Simensen and Geethen Singh
3150	Seasonal Flow Forecasting Using Satellite-Driven Precipitation Data for Awash and Omo-Gibe Basins, Ethiopia by Surafel M. Woldegebrael, Belete B. Kidanewold and Assefa M. Melesse

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12819	Comparison of Physical-Based Models to Measure Forest Resilience to Fire as a Function of Burn Severity by José Manuel Fernández-Guisuraga, Susana Suárez-Seoane, Carmen Quintano, Alfonso Fernández-Manso and Leonor Calvo
8335	Digital Twin Technology Challenges and Applications: A Comprehensive Review by Diego M. Botín-Sanabria, Adriana-Simona Mihaita, Rodrigo E. Peimbert-García, Mauricio A. Ramírez-Moreno, Ricardo A. Ramírez-Mendoza and Jorge de J. Lozoya-Santos
8039	Neuro-Fuzzy-AHP (NFAHP) Technique for Copper Exploration Using Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) and Geological Datasets in the Sahlabad Mining Area, East Iran by Aref Shirazi, Ardeshir Hezarkhani, Amin Beiranvand Pour, Adel Shirazy and Mazlan Hashim
5620	An Overview on Visual SLAM: From Tradition to Semantic by Weifeng Chen, Guangtao Shang, Aihong Ji, Chengjun Zhou, Xiyang Wang, Chonghui Xu, Zhenxiong Li and Kai Hu
5334	Automatic Identification and Monitoring of Plant Diseases Using Unmanned Aerial Vehicles: A Review by Krishna Neupane and Fulya Baysal-Gurel
4990	Deep Learning-Based Change Detection in Remote Sensing Images: A Review by Ayesha Shafique, Guo Cao, Zia Khan, Muhammad Asad and Muhammad Aslam
4848	UAV-Supported Forest Regeneration: Current Trends, Challenges and Implications by Midhun Mohan, Gabriella Richardson, Gopika Gopan, Matthew Mehdi Aghai, Shaurya Bajaj, G. A. Pabodha Galgamuwa, Mikko Vastaranta, Pavithra S. Pitumpe Arachchige, Lot Amorós, Ana Paula Dalla Corte, Sergio de-Miguel, Rodrigo Vieira Leite, Mahlatse Kganyago, Eben North Broadbent, Willie Doaemo, Mohammed Abdullah Bin Shorab and Adrian Cardil
4807	Accuracy Assessment in Convolutional Neural Network-Based Deep Learning Remote Sensing Studies—Part 1: Literature Review by Aaron E. Maxwell, Timothy A. Warner and Luis Andrés Guillén
4571	Improving YOLOv5 with Attention Mechanism for Detecting Boulders from Planetary Images by Linlin Zhu, Xun Geng, Zheng Li and Chun Liu
4568	Google Earth Engine and Artificial Intelligence (AI): A Comprehensive Review by Liping Yang, Joshua Driscol, Sarigai Sarigai, Qiusheng Wu, Haifei Chen and Christopher D. Lippitt

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26031	Impacts of the Tropical Cyclone Idai in Mozambique: A Multi-Temporal Landsat Satellite Imagery Analysis by Alberto Bento Charrua, Rajchandar Padmanaban, Pedro Cabral, Salomão Bandeira and Maria M. Romeiras
21368	Applications of Remote Sensing in Precision Agriculture: A Review by Rajendra P. Sishodia, Ram L. Ray and Sudhir K. Singh
12819	Comparison of Physical-Based Models to Measure Forest Resilience to Fire as a Function of Burn Severity by José Manuel Fernández-Guisuraga, Susana Suárez-Seoane, Carmen Quintano, Alfonso Fernández-Manso and Leonor Calvo
11776	Remote Sensing in Agriculture—Accomplishments, Limitations, and Opportunities by Sami Khanal, Kushal KC, John P. Fulton, Scott Shearer and Erdal Ozkan
10108	Recent Advances of Hyperspectral Imaging Technology and Applications in Agriculture by Bing Lu, Phuong D. Dao, Jiangui Liu, Yuhong He and Jiali Shang
9572	Digital Elevation Model Quality Assessment Methods: A Critical Review by Laurent Polidori and Mhamad El Hage
9565	Reconstructing Three Decades of Land Use and Land Cover Changes in Brazilian Biomes with Landsat Archive and Earth Engine by Carlos M. Souza, Jr., Julia Z. Shimbo, Marcos R. Rosa, Leandro L. Parente, Ane A. Alencar, Bernardo F. T. Rudorff, Heinrich Hasenack, Marcelo Matsumoto, Laerte G. Ferreira, Pedro W. M. Souza-Filho, Sergio W. de Oliveira, Washington F. Rocha, Antônio V. Fonseca, Camila B. Marques, Cesar G. Diniz, Diego Costa, Dyeden Monteiro, Eduardo R. Rosa, Eduardo Vélez-Martin, Eliseu J. Weber, Felipe E. B. Lenti, Fernando F. Paternost, Frans G. C. Pareyn, João V. Siqueira, José L. Viera, Luiz C. Ferreira Neto, Marciano M. Saraiva, Marcio H. Sales, Moises P. G. Salgado, Rodrigo Vasconcelos, Soltan Galano, Vinicius V. Mesquita and Tasso Azevedo Show full author list Hide full author list
9503	Object-Oriented LULC Classification in Google Earth Engine Combining SNIC, GLCM, and Machine Learning Algorithms by Andrea Tassi and Marco Vizzari
8894	A Survey of Change Detection Methods Based on Remote Sensing Images for Multi-Source and Multi-Objective Scenarios by Yanan You, Jingyi Cao and Wenli Zhou
8852	An End-to-End Deep Fusion Model for Mapping Forests at Tree Species Levels with High Spatial Resolution Satellite Imagery by Ying Guo, Zengyuan Li, Erxue Chen, Xu Zhang, Lei Zhao, Enen Xu, Yanan Hou and Rui Sun

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24.75	Spatial Modelling of Natural Hazards and Water Resources through Remote Sensing, GIS and Machine Learning Methods Guest Editors Paraskevas Tsangaratos , Wei Chen and Haoyuan Hong \| Number of Papers: 16
18.82	Artificial Intelligence Algorithm for Remote Sensing Imagery Processing Guest Editors Mercedes E. Paoletti and Juan M. Haut \| Number of Papers: 17
12	Artificial Intelligence and Machine Learning with Applications in Remote Sensing Guest Editors Kuo-Chin Fan , Yang-Lang Chang , Toshifumi Moriyama and Ying-Nong Chen \| Number of Papers: 12
11.85	Remote Sensing in Irrigated Crop Water Stress Assessment Guest Editors Abdelghani Chehbouni and Salah Er-Raki \| Number of Papers: 13
11.64	Deep Learning for Radar and Sonar Image Processing Guest Editors Alexandre Baussard and Ming-Der Yang \| Number of Papers: 11
10.8	Advances in Object-Based Image Analysis—Linked with Computer Vision and Machine Learning Guest Editors Ce Zhang , Peter M. Atkinson and Huapeng Li \| Number of Papers: 10
10.7	UAVs in Sustainable Agriculture Guest Editors Yubin Lan , Wenjiang Huang , Kyeong-Hwan Lee , Yali Zhang and Muhammad Naveed Tahir \| Number of Papers: 10
10.55	Improving Disaster Damage and Loss Assessments by Modeling and Remote Sensing Techniques Guest Editors Bruno Adriano , Sadra Karimzadeh , Luis Moya , Bahareh Kalantar , Alok Bhardwaj and Yanbing Bai \| Number of Papers: 11
10.5	Remote Sensing in Mangroves Ⅱ Guest Editor Chandra Giri \| Number of Papers: 12
10.33	Remote Sensing of Atmospheric Aerosols over Asia: Methods and Applications Guest Editors Muhammad Bilal and Janet E. Nichol \| Number of Papers: 15

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57355	Remote Sensing of Ecosystems Guest Editors Bingfang Wu , Yuan Zeng and Dan Zhao \| Number of Papers: 33
56905	Deep Learning and Computer Vision in Remote Sensing Guest Editors Fahimeh Farahnakian , Jukka Heikkonen and Pouya Jafarzadeh \| Number of Papers: 26
55065	Artificial Intelligence Algorithm for Remote Sensing Imagery Processing Guest Editors Mercedes E. Paoletti and Juan M. Haut \| Number of Papers: 17
51325	Remote Sensing Applications in Ocean Observation Guest Editors Chung-Ru Ho , Antony K. Liu and Xiaofeng Li \| Number of Papers: 31
50198	Remote Sensing in Natural Resource and Water Environment Guest Editors Pingping Luo , Xindong Wei , Kanhua Yu , Bin Guo and Joshua Viers \| Number of Papers: 32
45910	Advanced Application of Artificial Intelligence and Machine Vision in Remote Sensing Guest Editors Hossein M. Rizeei and Peter Hofmann \| Number of Papers: 21
44898	Advances in LiDAR Remote Sensing for Forestry and Ecology Guest Editors Jason Drake and Paul Medley \| Number of Papers: 17
44195	Spatial Modelling of Natural Hazards and Water Resources through Remote Sensing, GIS and Machine Learning Methods Guest Editors Paraskevas Tsangaratos , Wei Chen and Haoyuan Hong \| Number of Papers: 16

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