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Citations	Article
314	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
298	Unmanned Aerial Vehicles for Search and Rescue: A Survey by Mingyang Lyu, Yibo Zhao, Chao Huang and Hailong Huang
241	Recent Advances in Crop Disease Detection Using UAV and Deep Learning Techniques by Tej Bahadur Shahi, Cheng-Yuan Xu, Arjun Neupane and William Guo
213	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
203	Remote Sensing Object Detection in the Deep Learning Era—A Review by Shengxi Gui, Shuang Song, Rongjun Qin and Yang Tang
182	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
162	Remote-Sensing Data and Deep-Learning Techniques in Crop Mapping and Yield Prediction: A Systematic Review by Abhasha Joshi, Biswajeet Pradhan, Shilpa Gite and Subrata Chakraborty
159	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
155	A Review of Practical AI for Remote Sensing in Earth Sciences by Bhargavi Janga, Gokul Prathin Asamani, Ziheng Sun and Nicoleta Cristea
153	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

Citations	Article
159	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
117	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
99	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
96	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
88	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
87	A Comprehensive Survey of Unmanned Aerial Vehicles Detection and Classification Using Machine Learning Approach: Challenges, Solutions, and Future Directions by Md Habibur Rahman, Mohammad Abrar Shakil Sejan, Md Abdul Aziz, Rana Tabassum, Jung-In Baik and Hyoung-Kyu Song
76	RS-LLaVA: A Large Vision-Language Model for Joint Captioning and Question Answering in Remote Sensing Imagery by Yakoub Bazi, Laila Bashmal, Mohamad Mahmoud Al Rahhal, Riccardo Ricci and Farid Melgani
71	Deep Learning for Exploring Landslides with Remote Sensing and Geo-Environmental Data: Frameworks, Progress, Challenges, and Opportunities by Qi Zhang and Teng Wang
71	Spectral-Spatial Mamba for Hyperspectral Image Classification by Lingbo Huang, Yushi Chen and Xin He
67	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

Citations	Article
26	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
23	Applications and Advancements of Spaceborne InSAR in Landslide Monitoring and Susceptibility Mapping: A Systematic Review by Yusen Cheng, Hongli Pang, Yangyang Li, Lei Fan, Shengjie Wei, Ziwen Yuan and Yinqing Fang
23	Soil Moisture Prediction Using Remote Sensing and Machine Learning Algorithms: A Review on Progress, Challenges, and Opportunities by Manoj Lamichhane, Sushant Mehan and Kyle R. Mankin
22	PS-YOLO: A Lighter and Faster Network for UAV Object Detection by Han Zhong, Yan Zhang, Zhiguang Shi, Yu Zhang and Liang Zhao
22	Succulent-YOLO: Smart UAV-Assisted Succulent Farmland Monitoring with CLIP-Based YOLOv10 and Mamba Computer Vision by Hui Li, Fan Zhao, Feng Xue, Jiaqi Wang, Yongying Liu, Yijia Chen, Qingyang Wu, Jianghan Tao, Guocheng Zhang, Dianhan Xi, Jundong Chen and Hill Hiroki Kobayashi
21	Large-Scale Hyperspectral Image-Projected Clustering via Doubly Stochastic Graph Learning by Nian Wang, Zhigao Cui, Yunwei Lan, Cong Zhang, Yuanliang Xue, Yanzhao Su and Aihua Li
21	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
20	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
19	Toward Efficient UAV-Based Small Object Detection: A Lightweight Network with Enhanced Feature Fusion by Xingyu Di, Kangning Cui and Rui-Feng Wang
18	DLNet: A Dual-Level Network with Self- and Cross-Attention for High-Resolution Remote Sensing Segmentation by Weijun Meng, Lianlei Shan, Sugang Ma, Dan Liu and Bin Hu

Citations	Article
12	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
8	UAV-PPK Photogrammetry, GIS, and Soil Analysis to Estimate Long-Term Slip Rates on Active Faults in a Seismic Gap of Northern Calabria (Southern Italy) by Daniele Cirillo, Anna Chiara Tangari, Fabio Scarciglia, Giusy Lavecchia and Francesco Brozzetti
8	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
7	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
6	Assessment of Atmospheric Correction Algorithms for Landsat-8/9 Operational Land Imager over Inland and Coastal Waters by Yiqiang Hu, Haigang Zhan, Qingyou He and Weikang Zhan
6	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
6	From Trends to Drivers: Vegetation Degradation and Land-Use Change in Babil and Al-Qadisiyah, Iraq (2000–2023) by Nawar Al-Tameemi, Zhang Xuexia, Fahad Shahzad, Kaleem Mehmood, Xiao Linying and Jinxing Zhou
6	SLA-Net: A Novel Sea–Land Aware Network for Accurate SAR Ship Detection Guided by Hierarchical Attention Mechanism by Han Ke, Xiao Ke, Zishuo Zhang, Xiangyu Chen, Xiaowo Xu and Tianwen Zhang
5	Category-Guided Transformer for Semantic Segmentation of High-Resolution Remote Sensing Images by Yue Ni, Jiahang Liu, Hui Zhang, Weijian Chi and Ji Luan
5	UAV Image-Based 3D Reconstruction Technology in Landslide Disasters: A Review by Yong Chen, Xu Liu, Bai Zhu, Daming Zhu, Xiaoqing Zuo and Qingquan Li

Citations	Article
1730	A Spatial-Temporal Attention-Based Method and a New Dataset for Remote Sensing Image Change Detection by Hao Chen and Zhenwei Shi
1457	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
1260	Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network by Ying Li, Haokui Zhang and Qiang Shen
1208	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
1180	Applications of Remote Sensing in Precision Agriculture: A Review by Rajendra P. Sishodia, Ram L. Ray and Sudhir K. Singh
1164	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
1136	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
1115	Pansharpening by Convolutional Neural Networks by Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva and Giuseppe Scarpa
1082	Recent Advances of Hyperspectral Imaging Technology and Applications in Agriculture by Bing Lu, Phuong D. Dao, Jiangui Liu, Yuhong He and Jiali Shang
1054	A Non-Stationary 1981–2012 AVHRR NDVI_3g Time Series by Jorge E. Pinzon and Compton J. Tucker

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63196	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
56018	A Review of Practical AI for Remote Sensing in Earth Sciences by Bhargavi Janga, Gokul Prathin Asamani, Ziheng Sun and Nicoleta Cristea
44260	Unmanned Aerial Vehicles for Search and Rescue: A Survey by Mingyang Lyu, Yibo Zhao, Chao Huang and Hailong Huang
43919	Individual Tree-Crown Detection and Species Identification in Heterogeneous Forests Using Aerial RGB Imagery and Deep Learning by Mirela Beloiu, Lucca Heinzmann, Nataliia Rehush, Arthur Gessler and Verena C. Griess
41870	Recent Advances and Challenges in Schumann Resonance Observations and Research by Jinlai Liu, Jianping Huang, Zhong Li, Zhengyu Zhao, Zhima Zeren, Xuhui Shen and Qiao Wang
39007	Google Earth Engine: A Global Analysis and Future Trends by Andrés Velastegui-Montoya, Néstor Montalván-Burbano, Paúl Carrión-Mero, Hugo Rivera-Torres, Luís Sadeck and Marcos Adami
38629	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
38026	Remote Sensing Object Detection in the Deep Learning Era—A Review by Shengxi Gui, Shuang Song, Rongjun Qin and Yang Tang
34260	An Overview of Emergency Communication Networks by Qian Wang, Wenfeng Li, Zheqi Yu, Qammer Abbasi, Muhammad Imran, Shuja Ansari, Yusuf Sambo, Liwen Wu, Qiang Li and Tong Zhu
33609	Flood Detection with SAR: A Review of Techniques and Datasets by Donato Amitrano, Gerardo Di Martino, Alessio Di Simone and Pasquale Imperatore

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33350	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
29972	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
29317	SDFSD-v1.0: A Sub-Meter SAR Dataset for Fine-Grained Ship Detection by Peixin Cai, Bingxin Liu, Peilin Wang, Peng Liu, Yu Yuan, Xinhao Li, Peng Chen and Ying Li
28525	A Comprehensive Survey of Unmanned Aerial Vehicles Detection and Classification Using Machine Learning Approach: Challenges, Solutions, and Future Directions by Md Habibur Rahman, Mohammad Abrar Shakil Sejan, Md Abdul Aziz, Rana Tabassum, Jung-In Baik and Hyoung-Kyu Song
26726	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
25271	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
25062	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
22565	Harmonized Landsat and Sentinel-2 Data with Google Earth Engine by Elias Fernando Berra, Denise Cybis Fontana, Feng Yin and Fabio Marcelo Breunig
22326	Unmanned Aerial Geophysical Remote Sensing: A Systematic Review by Farzaneh Dadrass Javan, Farhad Samadzadegan, Ahmad Toosi and Mark van der Meijde
20899	Digital Twin of Space Environment: Development, Challenges, Applications, and Future Outlook by Wei Liu, Mengwei Wu, Gang Wan and Minyi Xu

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12106	A Review of 2D Lidar SLAM Research by Yingying Ran, Xiaobin Xu, Zhiying Tan and Minzhou Luo
10312	Detecting Flooded Areas Using Sentinel-1 SAR Imagery by Francisco Alonso-Sarria, Carmen Valdivieso-Ros and Gabriel Molina-Pérez
10154	Direct and Indirect Impacts of Urbanization on Biodiversity Across the World’s Cities by Naiyi Liu, Zihan Liu and Yunhe Wu
10073	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
9054	Performance of Green Areas in Mitigating the Alteration of Land Surface Temperature in Urban Zones of Lima, Peru by Deyvis Cano, Carlos Cacciuttolo, Ciza Rosario, Renato Barzola, Samuel Pizarro, Dámaso W. Ramirez, Marcos Freitas and Ulisses F. Bremer
9036	Soil Moisture Prediction Using Remote Sensing and Machine Learning Algorithms: A Review on Progress, Challenges, and Opportunities by Manoj Lamichhane, Sushant Mehan and Kyle R. Mankin
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8842	An Improved YOLOv8-Based Lightweight Attention Mechanism for Cross-Scale Feature Fusion by Shaodong Liu, Faming Shao, Weijun Chu, Juying Dai and Heng Zhang
8139	Applications and Advancements of Spaceborne InSAR in Landslide Monitoring and Susceptibility Mapping: A Systematic Review by Yusen Cheng, Hongli Pang, Yangyang Li, Lei Fan, Shengjie Wei, Ziwen Yuan and Yinqing Fang
7776	Flood Inundation Mapping Using the Google Earth Engine and HEC-RAS Under Land Use/Land Cover and Climate Changes in the Gumara Watershed, Upper Blue Nile Basin, Ethiopia by Haile Belay, Assefa M. Melesse, Getachew Tegegne and Shimelash Molla Kassaye

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10073	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
7133	UAV Image-Based 3D Reconstruction Technology in Landslide Disasters: A Review by Yong Chen, Xu Liu, Bai Zhu, Daming Zhu, Xiaoqing Zuo and Qingquan Li
6810	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
6113	Advances on Multimodal Remote Sensing Foundation Models for Earth Observation Downstream Tasks: A Survey by Guoqing Zhou, Lihuang Qian and Paolo Gamba
5668	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
5570	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
5172	Geomorphological Evidence of Ice Activity on Mars Surface at Mid-Latitudes by Marco Moro, Adriano Nardi, Matteo Albano, Monica Pondrelli, Antonio Piersanti, Michele Saroli, Beatrice Baschetti, Erica Luzzi, Lucia Marinangeli and Nicola Bonora
5062	Hyperspectral Imaging-Based Marine Oil Spills Remote Sensing System Design and Implementation by Zhanchao Wang, Min Huang, Zixuan Zhang, Wenhao Zhao, Lulu Qian, Zhengyang Shi, Guangming Wang, Yixin Zhao and Shaoshuai He
4559	Evolution of Spaceborne SAR Missions in Earth Orbit by Marco D’Errico
4364	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

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1188369	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
462756	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
406001	Primary Production, an Index of Climate Change in the Ocean: Satellite-Based Estimates over Two Decades by Gemma Kulk, Trevor Platt, James Dingle, Thomas Jackson, Bror F. Jönsson, Heather A. Bouman, Marcel Babin, Robert J. W. Brewin, Martina Doblin, Marta Estrada, Francisco G. Figueiras, Ken Furuya, Natalia González-Benítez, Hafsteinn G. Gudfinnsson, Kristinn Gudmundsson, Bangqin Huang, Tomonori Isada, Žarko Kovač, Vivian A. Lutz, Emilio Marañón, Mini Raman, Katherine Richardson, Patrick D. Rozema, Willem H. van de Poll, Valeria Segura, Gavin H. Tilstone, Julia Uitz, Virginie van Dongen-Vogels, Takashi Yoshikawa and Shubha Sathyendranath Show full author list Hide full author list
365781	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
113162	Applications of Remote Sensing in Precision Agriculture: A Review by Rajendra P. Sishodia, Ram L. Ray and Sudhir K. Singh
94409	Review of Image Classification Algorithms Based on Convolutional Neural Networks by Leiyu Chen, Shaobo Li, Qiang Bai, Jing Yang, Sanlong Jiang and Yanming Miao
76563	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
71389	Water Bodies’ Mapping from Sentinel-2 Imagery with Modified Normalized Difference Water Index at 10-m Spatial Resolution Produced by Sharpening the SWIR Band by Yun Du, Yihang Zhang, Feng Ling, Qunming Wang, Wenbo Li and Xiaodong Li
70354	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
70075	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

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9108	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
8570	Remote Sensing Object Detection in the Deep Learning Era—A Review by Shengxi Gui, Shuang Song, Rongjun Qin and Yang Tang
6982	A Review of Practical AI for Remote Sensing in Earth Sciences by Bhargavi Janga, Gokul Prathin Asamani, Ziheng Sun and Nicoleta Cristea
6643	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
6523	Recent Advances in Crop Disease Detection Using UAV and Deep Learning Techniques by Tej Bahadur Shahi, Cheng-Yuan Xu, Arjun Neupane and William Guo
6195	Unmanned Aerial Vehicles for Search and Rescue: A Survey by Mingyang Lyu, Yibo Zhao, Chao Huang and Hailong Huang
5820	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
5702	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
5443	A Critical Analysis of NeRF-Based 3D Reconstruction by Fabio Remondino, Ali Karami, Ziyang Yan, Gabriele Mazzacca, Simone Rigon and Rongjun Qin
5405	Google Earth Engine: A Global Analysis and Future Trends by Andrés Velastegui-Montoya, Néstor Montalván-Burbano, Paúl Carrión-Mero, Hugo Rivera-Torres, Luís Sadeck and Marcos Adami

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5702	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
4362	A Comprehensive Survey of Unmanned Aerial Vehicles Detection and Classification Using Machine Learning Approach: Challenges, Solutions, and Future Directions by Md Habibur Rahman, Mohammad Abrar Shakil Sejan, Md Abdul Aziz, Rana Tabassum, Jung-In Baik and Hyoung-Kyu Song
3836	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
3487	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
2880	U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery by Ivica Dimitrovski, Vlatko Spasev, Suzana Loshkovska and Ivan Kitanovski
2778	RS-LLaVA: A Large Vision-Language Model for Joint Captioning and Question Answering in Remote Sensing Imagery by Yakoub Bazi, Laila Bashmal, Mohamad Mahmoud Al Rahhal, Riccardo Ricci and Farid Melgani
2742	Deep Learning for Exploring Landslides with Remote Sensing and Geo-Environmental Data: Frameworks, Progress, Challenges, and Opportunities by Qi Zhang and Teng Wang
2711	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
2635	Remote Sensing Application in Ecological Restoration Monitoring: A Systematic Review by Ruozeng Wang, Yonghua Sun, Jinkun Zong, Yihan Wang, Xuyue Cao, Yanzhao Wang, Xinglu Cheng and Wangkuan Zhang
2491	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

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1727	Applications and Advancements of Spaceborne InSAR in Landslide Monitoring and Susceptibility Mapping: A Systematic Review by Yusen Cheng, Hongli Pang, Yangyang Li, Lei Fan, Shengjie Wei, Ziwen Yuan and Yinqing Fang
1707	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
1523	Sparse-Gated RGB-Event Fusion for Small Object Detection in the Wild by Yangsi Shi, Miao Li, Nuo Chen, Yihang Luo, Shiman He and Wei An
1376	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
1287	Classification and Carbon-Stock Estimation of Mangroves in Dongzhaigang Based on Multi-Source Remote Sensing Data Using Google Earth Engine by Ruiwen Zhang and Jianchao Fan
1242	Soil Moisture Prediction Using Remote Sensing and Machine Learning Algorithms: A Review on Progress, Challenges, and Opportunities by Manoj Lamichhane, Sushant Mehan and Kyle R. Mankin
1199	Estimating Aboveground Biomass and Carbon Sequestration in Afforestation Areas Using Optical/SAR Data Fusion and Machine Learning by Kashif Khan, Shahid Nawaz Khan, Anwar Ali, Muhammad Fahim Khokhar and Junaid Aziz Khan
1196	A Review of 2D Lidar SLAM Research by Yingying Ran, Xiaobin Xu, Zhiying Tan and Minzhou Luo
1170	Performance of Green Areas in Mitigating the Alteration of Land Surface Temperature in Urban Zones of Lima, Peru by Deyvis Cano, Carlos Cacciuttolo, Ciza Rosario, Renato Barzola, Samuel Pizarro, Dámaso W. Ramirez, Marcos Freitas and Ulisses F. Bremer
1155	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

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1707	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
1523	Sparse-Gated RGB-Event Fusion for Small Object Detection in the Wild by Yangsi Shi, Miao Li, Nuo Chen, Yihang Luo, Shiman He and Wei An
1376	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
1064	Monitoring Policy-Driven Urban Restructuring and Logistics Agglomeration in Zhengzhou Through Multi-Source Remote Sensing: An NTL-POI Integrated Spatiotemporal Analysis by Xiuyan Zhao, Zeduo Zou, Jie Li, Xiaodie Yuan and Xiong He
1008	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
947	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
905	UAV Image-Based 3D Reconstruction Technology in Landslide Disasters: A Review by Yong Chen, Xu Liu, Bai Zhu, Daming Zhu, Xiaoqing Zuo and Qingquan Li
831	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
828	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
796	Spatiotemporal Dynamics of Roadside Water Accumulation and Its Hydrothermal Impacts on Permafrost Stability: Integrating UAV and GPR by Minghao Liu, Bingyan Li, Yanhu Mu, Jing Luo, Fei Yin and Fan Yu

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386071	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
132128	On the Misdiagnosis of Surface Temperature Feedbacks from Variations in Earth’s Radiant Energy Balance by Roy W. Spencer and William D. Braswell
42761	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
39565	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
37232	Applications of Remote Sensing in Precision Agriculture: A Review by Rajendra P. Sishodia, Ram L. Ray and Sudhir K. Singh
35719	Landsat-8 Operational Land Imager (OLI) Radiometric Performance On-Orbit by Ron Morfitt, Julia Barsi, Raviv Levy, Brian Markham, Esad Micijevic, Lawrence Ong, Pat Scaramuzza and Kelly Vanderwerff
31753	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
29194	Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs by Clement Atzberger
29186	Application of Vegetation Indices for Agricultural Crop Yield Prediction Using Neural Network Techniques by Sudhanshu Sekhar Panda, Daniel P. Ames and Suranjan Panigrahi
27966	Issues in Establishing Climate Sensitivity in Recent Studies by Kevin E. Trenberth, John T. Fasullo and John P. Abraham

Avg. Citations	Special Issue
22.83	Advanced Artificial Intelligence for Remote Sensing: Methodology and Applications Guest Editors Guangliang Cheng, Qi Zhao , Paolo Tripicchio and Hossein M. Rizeei \| Number of Papers: 18
14.74	Advanced Application of Artificial Intelligence and Machine Vision in Remote Sensing (Third Edition) Guest Editor Hossein M. Rizeei \| Number of Papers: 23
11.67	Remote Sensing Image Classification and Semantic Segmentation (Second Edition) Guest Editors Jiaojiao Li , Qian Du , Jocelyn Chanussot , Wei Li , Bobo Xi, Rui Song and Yunsong Li \| Number of Papers: 12
11.18	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	Remote Sensing Band Ratios for the Assessment of Water Quality Guest Editors Anita Simic-Milas and Yuhong He \| Number of Papers: 10
10.93	Artificial Intelligence Algorithm for Remote Sensing Imagery Processing III Guest Editors Chunhui Zhao , Danfeng Hong , Qingsheng Xue , Mohammad Awrangjeb , Shou Feng, Nan Su and Yiming Yan \| Number of Papers: 15
10.85	Object Detection and Information Extraction Based on Remote Sensing Imagery Guest Editors Jie Feng , Gui-Song Xia , Xiangrong Zhang , Gong Cheng and Lichao Mou \| Number of Papers: 20
10	Quantitative Inversion and Validation of Satellite Remote Sensing Products Guest Editors Xingfa Gu , Jian Yang, Xiangqin Wei , Hailiang Gao and Fernando Camacho \| Number of Papers: 11
9.5	Remote Sensing of Soil Condition Assessment and Degradation Drivers Monitoring Guest Editors Jianli Ding, Danlin Yu and Xiangyu Ge \| Number of Papers: 12
9.3	Application of Remote Sensing Approaches in Geohazard Risk Guest Editors Chao Zhou , Kunlong Yin and Federico Raspini \| Number of Papers: 10

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63803	Space-Air-Ground-Ocean Integrated Sensing and Information Transmission Guest Editors Jianmin Yang , Lu Ma, Yiping Duan, Andrea Nascetti , Qin Lu and Gang Qiao \| Number of Papers: 19
60582	Remote Sensing in Natural Resource and Water Environment II Guest Editors Pingping Luo , Jiqiang Lyu , Chunying Wang , Min Wu, Van-Thanh-Van Nguyen and Pedro Luiz Borges Chaffe \| Number of Papers: 21
56921	Artificial Intelligence-Driven Methods for Remote Sensing Target and Object Detection II Guest Editors Yanni Dong , Xiaochen Yang and Qian Du \| Number of Papers: 16
56062	Advances in Synthetic Aperture Radar Data Processing and Application Guest Editors Hui Bi , Daiyin Zhu and Jingjing Zhang \| Number of Papers: 17
51541	Artificial Intelligence for Ocean Remote Sensing Guest Editors Hua Su , Wenfang Lu and Xiao-Hai Yan \| Number of Papers: 13