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Citations	Article
225	Transformers in Remote Sensing: A Survey by Abdulaziz Amer Aleissaee, Amandeep Kumar, Rao Muhammad Anwer, Salman Khan, Hisham Cholakkal, Gui-Song Xia and Fahad Shahbaz Khan
214	Unmanned Aerial Vehicles for Search and Rescue: A Survey by Mingyang Lyu, Yibo Zhao, Chao Huang and Hailong Huang
168	Recent Advances in Crop Disease Detection Using UAV and Deep Learning Techniques by Tej Bahadur Shahi, Cheng-Yuan Xu, Arjun Neupane and William Guo
163	Measurement of Total Dissolved Solids and Total Suspended Solids in Water Systems: A Review of the Issues, Conventional, and Remote Sensing Techniques by Godson Ebenezer Adjovu, Haroon Stephen, David James and Sajjad Ahmad
160	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
159	Remote Sensing in Field Crop Monitoring: A Comprehensive Review of Sensor Systems, Data Analyses and Recent Advances by Emmanuel Omia, Hyungjin Bae, Eunsung Park, Moon Sung Kim, Insuck Baek, Isa Kabenge and Byoung-Kwan Cho
154	Comparison of Land Use Land Cover Classifiers Using Different Satellite Imagery and Machine Learning Techniques by Sana Basheer, Xiuquan Wang, Aitazaz A. Farooque, Rana Ali Nawaz, Kai Liu, Toyin Adekanmbi and Suqi Liu
136	Overview of the Application of Remote Sensing in Effective Monitoring of Water Quality Parameters by Godson Ebenezer Adjovu, Haroon Stephen, David James and Sajjad Ahmad
128	Remote Sensing Object Detection in the Deep Learning Era—A Review by Shengxi Gui, Shuang Song, Rongjun Qin and Yang Tang
111	Multi-Scale Ship Detection Algorithm Based on YOLOv7 for Complex Scene SAR Images by Zhuo Chen, Chang Liu, V. F. Filaretov and D. A. Yukhimets

Citations	Article
128	Remote Sensing Object Detection in the Deep Learning Era—A Review by Shengxi Gui, Shuang Song, Rongjun Qin and Yang Tang
91	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
87	GCL-YOLO: A GhostConv-Based Lightweight YOLO Network for UAV Small Object Detection by Jinshan Cao, Wenshu Bao, Haixing Shang, Ming Yuan and Qian Cheng
87	Advancements and Applications of Drone-Integrated Geographic Information System Technology—A Review by Md Muzakkir Quamar, Baqer Al-Ramadan, Khalid Khan, Md Shafiullah and Sami El Ferik
80	Flood Detection with SAR: A Review of Techniques and Datasets by Donato Amitrano, Gerardo Di Martino, Alessio Di Simone and Pasquale Imperatore
77	Development and Evaluation of a Cloud-Gap-Filled MODIS Normalized Difference Snow Index Product over High Mountain Asia by Gang Deng, Zhiguang Tang, Chunyu Dong, Donghang Shao and Xin Wang
76	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
72	Machine Learning-Based Wetland Vulnerability Assessment in the Sindh Province Ramsar Site Using Remote Sensing Data by Rana Waqar Aslam, Hong Shu, Iram Naz, Abdul Quddoos, Andaleeb Yaseen, Khansa Gulshad and Saad S. Alarifi
71	A Survey of Object Detection for UAVs Based on Deep Learning by Guangyi Tang, Jianjun Ni, Yonghao Zhao, Yang Gu and Weidong Cao
60	Deep Learning for Remote Sensing Image Scene Classification: A Review and Meta-Analysis by Aakash Thapa, Teerayut Horanont, Bipul Neupane and Jagannath Aryal

Citations	Article
37	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
31	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
28	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
21	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
20	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
19	A Low-Cost and Lightweight Real-Time Object-Detection Method Based on UAV Remote Sensing in Transportation Systems by Ziye Liu, Chen Chen, Ziqin Huang, Yoong Choon Chang, Lei Liu and Qingqi Pei
19	CM-YOLO: Typical Object Detection Method in Remote Sensing Cloud and Mist Scene Images by Jianming Hu, Yangyu Wei, Wenbin Chen, Xiyang Zhi and Wei Zhang
18	Infrared and Visible Image Fusion via Sparse Representation and Guided Filtering in Laplacian Pyramid Domain by Liangliang Li, Yan Shi, Ming Lv, Zhenhong Jia, Minqin Liu, Xiaobin Zhao, Xueyu Zhang and Hongbing Ma
18	Capsule Attention Network for Hyperspectral Image Classification by Nian Wang, Aitao Yang, Zhigao Cui, Yao Ding, Yuanliang Xue and Yanzhao Su
17	Remote Sensing and Geospatial Analysis in the Big Data Era: A Survey by Elias Dritsas and Maria Trigka

Citations	Article
14	Paddy Field Scale Evapotranspiration Estimation Based on Two-Source Energy Balance Model with Energy Flux Constraints and UAV Multimodal Data by Tian’ao Wu, Kaihua Liu, Minghan Cheng, Zhe Gu, Weihua Guo and Xiyun Jiao
9	Toward Efficient UAV-Based Small Object Detection: A Lightweight Network with Enhanced Feature Fusion by Xingyu Di, Kangning Cui and Rui-Feng Wang
7	Land Use and Land Cover Classification with Deep Learning-Based Fusion of SAR and Optical Data by Ayesha Irfan, Yu Li, Xinhua E and Guangmin Sun
7	PS-YOLO: A Lighter and Faster Network for UAV Object Detection by Han Zhong, Yan Zhang, Zhiguang Shi, Yu Zhang and Liang Zhao
6	Unified Deep Learning Model for Global Prediction of Aboveground Biomass, Canopy Height, and Cover from High-Resolution, Multi-Sensor Satellite Imagery by Manuel Weber, Carly Beneke and Clyde Wheeler
6	Oriented SAR Ship Detection Based on Edge Deformable Convolution and Point Set Representation by Tianyue Guan, Sheng Chang, Yunkai Deng, Fengli Xue, Chunle Wang and Xiaoxue Jia
5	Remote-Sensing-Based Prioritization of Post-Fire Restoration Actions in Mediterranean Ecosystems: A Case Study in Cyprus by Maria Prodromou, Ioannis Gitas, Christodoulos Mettas, Marios Tzouvaras, Kyriacos Themistocleous, Andreas Konstantinidis, Andreas Pamboris and Diofantos Hadjimitsis
5	Validation of Inland Water Surface Elevation from SWOT Satellite Products: A Case Study in the Middle and Lower Reaches of the Yangtze River by Yao Zhao, Jun’e Fu, Zhiguo Pang, Wei Jiang, Pengjie Zhang and Zixuan Qi
5	Soil Organic Carbon Prediction and Mapping in Morocco Using PRISMA Hyperspectral Imagery and Meta-Learner Model by Yassine Bouslihim, Abdelkrim Bouasria, Budiman Minasny, Fabio Castaldi, Andree Mentho Nenkam, Ali El Battay and Abdelghani Chehbouni
5	Detecting Flooded Areas Using Sentinel-1 SAR Imagery by Francisco Alonso-Sarria, Carmen Valdivieso-Ros and Gabriel Molina-Pérez

Citations	Article
1461	A Spatial-Temporal Attention-Based Method and a New Dataset for Remote Sensing Image Change Detection by Hao Chen and Zhenwei Shi
1308	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
1188	Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network by Ying Li, Haokui Zhang and Qiang Shen
1134	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
1060	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
1046	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
1036	Pansharpening by Convolutional Neural Networks by Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva and Giuseppe Scarpa
1017	A Non-Stationary 1981–2012 AVHRR NDVI_3g Time Series by Jorge E. Pinzon and Compton J. Tucker
961	Applications of Remote Sensing in Precision Agriculture: A Review by Rajendra P. Sishodia, Ram L. Ray and Sudhir K. Singh
902	Recent Advances of Hyperspectral Imaging Technology and Applications in Agriculture by Bing Lu, Phuong D. Dao, Jiangui Liu, Yuhong He and Jiali Shang

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49306	Measurement of Total Dissolved Solids and Total Suspended Solids in Water Systems: A Review of the Issues, Conventional, and Remote Sensing Techniques by Godson Ebenezer Adjovu, Haroon Stephen, David James and Sajjad Ahmad
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31941	Advancements and Applications of Drone-Integrated Geographic Information System Technology—A Review by Md Muzakkir Quamar, Baqer Al-Ramadan, Khalid Khan, Md Shafiullah and Sami El Ferik
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22916	Flood Detection with SAR: A Review of Techniques and Datasets by Donato Amitrano, Gerardo Di Martino, Alessio Di Simone and Pasquale Imperatore
21289	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
20496	A Survey of Object Detection for UAVs Based on Deep Learning by Guangyi Tang, Jianjun Ni, Yonghao Zhao, Yang Gu and Weidong Cao
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17575	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
16576	Large-Scale 3D Reconstruction from Multi-View Imagery: A Comprehensive Review by Haitao Luo, Jinming Zhang, Xiongfei Liu, Lili Zhang and Junyi Liu

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15737	Aboveground Biomass and Tree Mortality Revealed Through Multi-Scale LiDAR Analysis by Inacio T. Bueno, Carlos A. Silva, Kristina Anderson-Teixeira, Lukas Magee, Caiwang Zheng, Eben N. Broadbent, Angélica M. Almeyda Zambrano and Daniel J. Johnson
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12597	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
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15747	Synthetic Aperture Radar Doppler Tomography Reveals Details of Undiscovered High-Resolution Internal Structure of the Great Pyramid of Giza by Filippo Biondi and Corrado Malanga
13332	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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7081	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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2513	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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1379	TWDTW-Based Maize Mapping Using Optimal Time Series Features of Sentinel-1 and Sentinel-2 Images by Haoran Yan, Ruozhen Wang, Jiaqian Lian, Xinyue Duan, Liping Wan, Jiao Guo and Pengliang Wei
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463	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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449	PS-YOLO: A Lighter and Faster Network for UAV Object Detection by Han Zhong, Yan Zhang, Zhiguang Shi, Yu Zhang and Liang Zhao

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385286	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
131852	On the Misdiagnosis of Surface Temperature Feedbacks from Variations in Earth’s Radiant Energy Balance by Roy W. Spencer and William D. Braswell
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31396	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
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