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Citations	Article
282	Remote Sensing Object Detection in the Deep Learning Era—A Review by Shengxi Gui, Shuang Song, Rongjun Qin and Yang Tang
236	Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review by Guangliang Cheng, Yunmeng Huang, Xiangtai Li, Shuchang Lyu, Zhaoyang Xu, Hongbo Zhao, Qi Zhao and Shiming Xiang
228	A Survey of Object Detection for UAVs Based on Deep Learning by Guangyi Tang, Jianjun Ni, Yonghao Zhao, Yang Gu and Weidong Cao
209	A Systematic Review on Advancements in Remote Sensing for Assessing and Monitoring Land Use and Land Cover Changes Impacts on Surface Water Resources in Semi-Arid Tropical Environments by Makgabo Johanna Mashala, Timothy Dube, Bester Tawona Mudereri, Kingsley Kwabena Ayisi and Marubini Reuben Ramudzuli
200	Flood Detection with SAR: A Review of Techniques and Datasets by Donato Amitrano, Gerardo Di Martino, Alessio Di Simone and Pasquale Imperatore
196	A Review of Practical AI for Remote Sensing in Earth Sciences by Bhargavi Janga, Gokul Prathin Asamani, Ziheng Sun and Nicoleta Cristea
184	SOD-YOLO: Small-Object-Detection Algorithm Based on Improved YOLOv8 for UAV Images by Yangang Li, Qi Li, Jie Pan, Ying Zhou, Hongliang Zhu, Hongwei Wei and Chong Liu
182	Advances in Deep Learning Applications for Plant Disease and Pest Detection: A Review by Shaohua Wang, Dachuan Xu, Haojian Liang, Yongqing Bai, Xiao Li, Junyuan Zhou, Cheng Su and Wenyu Wei
166	A Review of UAV Path-Planning Algorithms and Obstacle Avoidance Methods for Remote Sensing Applications by Dipraj Debnath, Fernando Vanegas, Juan Sandino, Ahmad Faizul Hawary and Felipe Gonzalez
163	Comparison of Random Forest and XGBoost Classifiers Using Integrated Optical and SAR Features for Mapping Urban Impervious Surface by Zhenfeng Shao, Muhammad Nasar Ahmad and Akib Javed

Citations	Article
184	SOD-YOLO: Small-Object-Detection Algorithm Based on Improved YOLOv8 for UAV Images by Yangang Li, Qi Li, Jie Pan, Ying Zhou, Hongliang Zhu, Hongwei Wei and Chong Liu
182	Advances in Deep Learning Applications for Plant Disease and Pest Detection: A Review by Shaohua Wang, Dachuan Xu, Haojian Liang, Yongqing Bai, Xiao Li, Junyuan Zhou, Cheng Su and Wenyu Wei
166	A Review of UAV Path-Planning Algorithms and Obstacle Avoidance Methods for Remote Sensing Applications by Dipraj Debnath, Fernando Vanegas, Juan Sandino, Ahmad Faizul Hawary and Felipe Gonzalez
124	Remote Sensing and Geospatial Analysis in the Big Data Era: A Survey by Elias Dritsas and Maria Trigka
108	Review of Recent Advances in Remote Sensing and Machine Learning Methods for Lake Water Quality Management by Ying Deng, Yue Zhang, Daiwei Pan, Simon X. Yang and Bahram Gharabaghi
95	A Review of Computer Vision-Based Crack Detection Methods in Civil Infrastructure: Progress and Challenges by Qi Yuan, Yufeng Shi and Mingyue Li
83	A Systematic Review of Urban Flood Susceptibility Mapping: Remote Sensing, Machine Learning, and Other Modeling Approaches by Tania Islam, Ethiopia B. Zeleke, Mahmud Afroz and Assefa M. Melesse
73	How to Learn More? Exploring Kolmogorov–Arnold Networks for Hyperspectral Image Classification by Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Bing Lu and Pedram Ghamisi
71	AerialFormer: Multi-Resolution Transformer for Aerial Image Segmentation by Taisei Hanyu, Kashu Yamazaki, Minh Tran, Roy A. McCann, Haitao Liao, Chase Rainwater, Meredith Adkins, Jackson Cothren and Ngan Le
67	Remote Sensing and GIS in Natural Resource Management: Comparing Tools and Emphasizing the Importance of In-Situ Data by Sanjeev Sharma, Justin O. Beslity, Lindsey Rustad, Lacy J. Shelby, Peter T. Manos, Puskar Khanal, Andrew B. Reinmann and Churamani Khanal

Citations	Article
32	SRTSOD-YOLO: Stronger Real-Time Small Object Detection Algorithm Based on Improved YOLO11 for UAV Imageries by Zechao Xu, Huaici Zhao, Pengfei Liu, Liyong Wang, Guilong Zhang and Yuan Chai
30	Digital Twin Technology for Urban Flood Risk Management: A Systematic Review of Remote Sensing Applications and Early Warning Systems by Mohammed Hlal, Jean-Claude Baraka Munyaka, Jérôme Chenal, Rida Azmi, El Bachir Diop, Mariem Bounabi, Seyid Abdellahi Ebnou Abdem, Mohamed Adou Sidi Almouctar and Meriem Adraoui
24	TAF-YOLO: A Small-Object Detection Network for UAV Aerial Imagery via Visible and Infrared Adaptive Fusion by Zhanhong Zhuo, Ruitao Lu, Yongxiang Yao, Siyu Wang, Zhi Zheng, Jing Zhang and Xiaogang Yang
24	Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook by Muyi Bao, Shuchang Lyu, Zhaoyang Xu, Huiyu Zhou, Jinchang Ren, Shiming Xiang, Xiangtai Li and Guangliang Cheng
21	Machine Learning for Urban Air Quality Prediction Using Google AlphaEarth Foundations Satellite Embeddings: A Case Study of Quito, Ecuador by Cesar Ivan Alvarez, Carlos Andrés Ulloa Vaca and Neptali Armando Echeverria Llumipanta
21	Flood Susceptibility Mapping Using Machine Learning and Geospatial-Sentinel-1 SAR Integration for Enhanced Early Warning Systems by Mahdi Feizbahr, Nicholas Brake, Homayoon Arbabkhah, Hossein Hariri Asli and Kolby Woods
19	Advancing Flood Detection and Mapping: A Review of Earth Observation Services, 3D Data Integration, and AI-Based Techniques by Tommaso Destefanis, Sona Guliyeva, Piero Boccardo and Vanina Fissore
19	Conventional to Deep Learning Methods for Hyperspectral Unmixing: A Review by Jinlin Zou, Hongwei Qu and Peng Zhang
18	Deep Learning Applications for Crop Mapping Using Multi-Temporal Sentinel-2 Data and Red-Edge Vegetation Indices: Integrating Convolutional and Recurrent Neural Networks by Rahat Tufail, Patrizia Tassinari and Daniele Torreggiani
17	Landslide Detection with MSTA-YOLO in Remote Sensing Images by Bingkun Wang, Jiali Su, Jiangbo Xi, Yuyang Chen, Hanyu Cheng, Honglue Li, Cheng Chen, Haixing Shang and Yun Yang

Citations	Article
24	Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook by Muyi Bao, Shuchang Lyu, Zhaoyang Xu, Huiyu Zhou, Jinchang Ren, Shiming Xiang, Xiangtai Li and Guangliang Cheng
14	InSAR Observations and Numerical Simulation Reveal Impact of Mining-Induced Deformation on Loess Landslide Distribution by Haijun Qiu, Li Ma and Dongdong Yang
11	TiBT-Net: A High-Resolution Remote Sensing Image Change Detection Network Integrating Bi-Temporal Space Enhancement and Token Interaction by Yihua Ni, Shengyan Liu, Tengyue Guo and Min Xia
11	EF-YOLO: Detecting Small Targets in Early-Stage Agricultural Fires via UAV-Based Remote Sensing by Jun Tao, Zhihan Wang, Jianqiu Wu, Yunqin Li, Tomohiro Fukuda and Jiaxin Zhang
10	P3CL: Pseudo-Label Confidence-Calibrated Curriculum Learning for Weakly Supervised Urban Airborne Laser Scanning Point Cloud Classification by Ziwei Luo, Tao Zeng, Jun Jiang, Ziyang Cai, Wanru Wu, Zhong Xie and Yongyang Xu
7	A Systematic Review of Available Multispectral UAV Image Datasets for Precision Agriculture Applications by Andrea Caroppo, Giovanni Diraco and Alessandro Leone
5	LF-DETR: A Laplacian Frequency Enhanced DETR for Aerial RGB-Infrared Pedestrian Detection by Herong Qi, Hui Qin, Xuanyu Xiang, Chunming Yang and Yihua Tan
5	CMNet: Global–Local Feature Fusion CNN-Mamba Network for Remote Sensing Object Detection by Jin Liu, Liangliang Li, Xiaobin Zhao, Ming Lv, Zhenhong Jia, Xueyu Zhang, Gemine Vivone and Hongbing Ma
5	Few-Shot Semantic Segmentation in Remote Sensing: A Review on Definitions, Methods, Datasets, Advances and Future Trends by Marko Petrov, Ema Pandilova, Ivica Dimitrovski, Dimitar Trajanov, Vlatko Spasev and Ivan Kitanovski
5	From Structural Degradation to Semantic Misalignment: A Unified Frequency-Aware Compensation Framework for Remote Sensing Object Detection by Hao Yuan, Bin Zhang, Yachuan Wang and Qianyao Qiang

Citations	Article
1974	A Spatial-Temporal Attention-Based Method and a New Dataset for Remote Sensing Image Change Detection by Hao Chen and Zhenwei Shi
1612	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
1353	Applications of Remote Sensing in Precision Agriculture: A Review by Rajendra P. Sishodia, Ram L. Ray and Sudhir K. Singh
1347	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
1340	Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network by Ying Li, Haokui Zhang and Qiang Shen
1225	Recent Advances of Hyperspectral Imaging Technology and Applications in Agriculture by Bing Lu, Phuong D. Dao, Jiangui Liu, Yuhong He and Jiali Shang
1217	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
1199	Pansharpening by Convolutional Neural Networks by Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva and Giuseppe Scarpa
1179	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
1093	Land-Use Land-Cover Classification by Machine Learning Classifiers for Satellite Observations—A Review by Swapan Talukdar, Pankaj Singha, Susanta Mahato, Shahfahad, Swades Pal, Yuei-An Liou and Atiqur Rahman

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41582	Remote Sensing Object Detection in the Deep Learning Era—A Review by Shengxi Gui, Shuang Song, Rongjun Qin and Yang Tang
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38044	Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review by Guangliang Cheng, Yunmeng Huang, Xiangtai Li, Shuchang Lyu, Zhaoyang Xu, Hongbo Zhao, Qi Zhao and Shiming Xiang
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37589	Learn from Simulations, Adapt to Observations: Super-Resolution of Isoprene Emissions via Unpaired Domain Adaptation by Antonio Giganti, Sara Mandelli, Paolo Bestagini and Stefano Tubaro
37404	Ionospheric Absorption Variation Based on Ionosonde and Riometer Data and the NOAA D-RAP Model over Europe During Intense Solar Flares in September 2017 by Veronika Barta, Tamás Bozóki, Dávid Péter Süle, Daniel Kouba, Jens Mielich, Tero Raita and Attila Buzás
33966	A Review of UAV Path-Planning Algorithms and Obstacle Avoidance Methods for Remote Sensing Applications by Dipraj Debnath, Fernando Vanegas, Juan Sandino, Ahmad Faizul Hawary and Felipe Gonzalez
29607	SOD-YOLO: Small-Object-Detection Algorithm Based on Improved YOLOv8 for UAV Images by Yangang Li, Qi Li, Jie Pan, Ying Zhou, Hongliang Zhu, Hongwei Wei and Chong Liu
25993	Unmanned Aerial Geophysical Remote Sensing: A Systematic Review by Farzaneh Dadrass Javan, Farhad Samadzadegan, Ahmad Toosi and Mark van der Meijde
23694	Digital Twin of Space Environment: Development, Challenges, Applications, and Future Outlook by Wei Liu, Mengwei Wu, Gang Wan and Minyi Xu
23223	A Review of Computer Vision-Based Crack Detection Methods in Civil Infrastructure: Progress and Challenges by Qi Yuan, Yufeng Shi and Mingyue Li
23077	A Systematic Review of Urban Flood Susceptibility Mapping: Remote Sensing, Machine Learning, and Other Modeling Approaches by Tania Islam, Ethiopia B. Zeleke, Mahmud Afroz and Assefa M. Melesse
22874	Remote Sensing and GIS in Natural Resource Management: Comparing Tools and Emphasizing the Importance of In-Situ Data by Sanjeev Sharma, Justin O. Beslity, Lindsey Rustad, Lacy J. Shelby, Peter T. Manos, Puskar Khanal, Andrew B. Reinmann and Churamani Khanal

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14393	Digital Twin Technology for Urban Flood Risk Management: A Systematic Review of Remote Sensing Applications and Early Warning Systems by Mohammed Hlal, Jean-Claude Baraka Munyaka, Jérôme Chenal, Rida Azmi, El Bachir Diop, Mariem Bounabi, Seyid Abdellahi Ebnou Abdem, Mohamed Adou Sidi Almouctar and Meriem Adraoui
9787	Advancing Flood Detection and Mapping: A Review of Earth Observation Services, 3D Data Integration, and AI-Based Techniques by Tommaso Destefanis, Sona Guliyeva, Piero Boccardo and Vanina Fissore
9387	Temporal Analysis of Reservoirs, Lakes, and Rivers in the Euphrates–Tigris Basin from Multi-Sensor Data Between 2018 and 2022 by Omer Gokberk Narin, Roderik Lindenbergh and Saygin Abdikan
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8982	Conventional to Deep Learning Methods for Hyperspectral Unmixing: A Review by Jinlin Zou, Hongwei Qu and Peng Zhang
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4341	SOD-YOLO: Small-Object-Detection Algorithm Based on Improved YOLOv8 for UAV Images by Yangang Li, Qi Li, Jie Pan, Ying Zhou, Hongliang Zhu, Hongwei Wei and Chong Liu
4330	A Review of UAV Path-Planning Algorithms and Obstacle Avoidance Methods for Remote Sensing Applications by Dipraj Debnath, Fernando Vanegas, Juan Sandino, Ahmad Faizul Hawary and Felipe Gonzalez
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2130	Digital Twin Technology for Urban Flood Risk Management: A Systematic Review of Remote Sensing Applications and Early Warning Systems by Mohammed Hlal, Jean-Claude Baraka Munyaka, Jérôme Chenal, Rida Azmi, El Bachir Diop, Mariem Bounabi, Seyid Abdellahi Ebnou Abdem, Mohamed Adou Sidi Almouctar and Meriem Adraoui
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1878	Integrated Wind Energy Potential Assessment Based on Multi-Satellite Remote Sensing: A Case Study of Hainan Island and Its Climate Linkage by Chen Chen, Jin Sha and Xiao-Ming Li
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466	A Machine Learning Framework for Daily Mangrove Net Ecosystem Exchange Prediction from 2000 to 2025 by Linlin Ruan, Li Zhang, Min Yan, Bowei Chen, Bo Zhang, Yuqi Dong and Jian Zuo
464	Validation of Sentinel-1 SAR Wind Products with Measurements from Buoys and Lidars by Charlotte Bay Hasager, Krystallia Dimitriadou, Laurids Dencker Di Stefano Toft and Abhiram Vinod
456	FLKFormer: Frequency-Enhanced Large-Kernel Framework for Object Detection in UAV Imagery by Yunhao Chen, Wen-Zhun Huang, Zhen Wang, Sihao Zeng and Chen Yang

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386708	Google Earth Engine Open-Source Code for Land Surface Temperature Estimation from the Landsat Series by Sofia L. Ermida, Patrícia Soares, Vasco Mantas, Frank-M. Göttsche and Isabel F. Trigo
132515	On the Misdiagnosis of Surface Temperature Feedbacks from Variations in Earth’s Radiant Energy Balance by Roy W. Spencer and William D. Braswell
42983	Taking Responsibility on Publishing the Controversial Paper “On the Misdiagnosis of Surface Temperature Feedbacks from Variations in Earth’s Radiant Energy Balance” by Spencer and Braswell, Remote Sens. 2011, 3(8), 1603-1613 by Wolfgang Wagner
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Most Cited & Viewed Special Issues

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Avg. Citations	Special Issue
22.13	Advanced Application of Artificial Intelligence and Machine Vision in Remote Sensing (Third Edition) Guest Editor Hossein M. Rizeei \| Number of Papers: 23
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15.55	Deep Learning and Computer Vision in Remote Sensing-III Guest Editors Fahimeh Farahnakian , Jukka Heikkonen , Pouya Jafarzadeh and Farshad Farahnakian \| Number of Papers: 11
11.6	Application of Remote Sensing Approaches in Geohazard Risk Guest Editors Chao Zhou , Kunlong Yin and Federico Raspini \| Number of Papers: 10
11.33	SAR Image Object Detection and Information Extraction: Methods and Applications Guest Editors Kefeng Ji , Mingjin Zhang , Xiangguang Leng, Haohao Ren and Zhongzhen Sun \| Number of Papers: 12
11	Advancements in Remote Sensing for Sustainable Agriculture Guest Editors Wenjiang Huang , Kun Wang, Jadu Dash and Tiecheng Huang \| Number of Papers: 11
10	Advances in Methods and Techniques for Satellite Image Processing and Analysis Guest Editor Ali Jamali \| Number of Papers: 11
9.38	Remote Sensing Target Recognition and Detection: Theory and Applications Guest Editors Hao Li , Mingyang Zhang and Gonzalo Pajares Martinsanz \| Number of Papers: 13
9.3	Advanced in Remote Sensing Approaches for Agricultural Monitoring at Field and Regional Scale Guest Editors Jose Antonio Dominguez-Gómez and Jitka Kumhálová \| Number of Papers: 10

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Views	Special Issue
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56082	Ocean Remote Sensing Based on Radar, Sonar and Optical Techniques Guest Editors Xuebo Zhang , Haiyong Xu, Jingyue Lu , Lei Zhang, Marc Pinto and Farman Ali \| Number of Papers: 16
55900	Image Processing from Aerial and Satellite Imagery Guest Editors Eugene Levin, Roman Shults and Surya Prakash Tiwari \| Number of Papers: 14
55506	Planetary Geologic Mapping and Remote Sensing (Second Edition) Guest Editors Kaichang Di , Long Xiao and Jan-Peter Muller \| Number of Papers: 10
50981	Deep Learning and Computer Vision in Remote Sensing-III Guest Editors Fahimeh Farahnakian , Jukka Heikkonen , Pouya Jafarzadeh and Farshad Farahnakian \| Number of Papers: 11
49059	Remote Sensing Band Ratios for the Assessment of Water Quality Guest Editors Anita Simic-Milas and Yuhong He \| Number of Papers: 10
48380	Array and Signal Processing for Radar Guest Editors Junpeng Shi, Yuan Liu, Weijian Liu, Jingwei Xu and Haowei Zhang \| Number of Papers: 18
47652	Artificial Intelligence Algorithm for Remote Sensing Imagery Processing (4th Edition) Guest Editors Chunhui Zhao , Yunsong Li , Hao Li , Bobo Xi, Shou Feng, Nan Su and Yiming Yan \| Number of Papers: 15

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