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Citations	Article
492	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
422	A Non-Stationary 1981–2012 AVHRR NDVI_3g Time Series by Jorge E. Pinzon and Compton J. Tucker
407	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
400	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
373	An Automated Technique for Generating Georectified Mosaics from Ultra-High Resolution Unmanned Aerial Vehicle (UAV) Imagery, Based on Structure from Motion (SfM) Point Clouds by Darren Turner, Arko Lucieer and Christopher Watson
355	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
343	Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs by Clement Atzberger
332	Assessing the Accuracy of Georeferenced Point Clouds Produced via Multi-View Stereopsis from Unmanned Aerial Vehicle (UAV) Imagery by Steve Harwin and Arko Lucieer
327	Ground Filtering Algorithms for Airborne LiDAR Data: A Review of Critical Issues by Xuelian Meng, Nate Currit and Kaiguang Zhao
315	Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data by Markus Immitzer, Clement Atzberger and Tatjana Koukal

Citations	Article
9	A Novel Ensemble Approach for Landslide Susceptibility Mapping (LSM) in Darjeeling and Kalimpong Districts, West Bengal, India by Jagabandhu Roy, Sunil Saha, Alireza Arabameri, Thomas Blaschke and Dieu Tien Bui
7	Hybrid Computational Intelligence Models for Improvement Gully Erosion Assessment by Alireza Arabameri, Wei Chen, Luigi Lombardo, Thomas Blaschke and Dieu Tien Bui
7	Proposing a Novel Predictive Technique for Gully Erosion Susceptibility Mapping in Arid and Semi-arid Regions (Iran) by Alireza Arabameri, Artemi Cerda, Jesús Rodrigo-Comino, Biswajeet Pradhan, Masoud Sohrabi, Thomas Blaschke and Dieu Tien Bui
6	Flood Detection and Susceptibility Mapping Using Sentinel-1 Remote Sensing Data and a Machine Learning Approach: Hybrid Intelligence of Bagging Ensemble Based on K-Nearest Neighbor Classifier by Himan Shahabi, Ataollah Shirzadi, Kayvan Ghaderi, Ebrahim Omidvar, Nadhir Al-Ansari, John J. Clague, Marten Geertsema, Khabat Khosravi, Ata Amini, Sepideh Bahrami, Omid Rahmati, Kyoumars Habibi, Ayub Mohammadi, Hoang Nguyen, Assefa M. Melesse, Baharin Bin Ahmad and Anuar Ahmad
6	Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas by Sepideh Tavakkoli Piralilou, Hejar Shahabi, Ben Jarihani, Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia, Sansar Raj Meena and Jagannath Aryal
5	Evaluation of UAV LiDAR for Mapping Coastal Environments by Yi-Chun Lin, Yi-Ting Cheng, Tian Zhou, Radhika Ravi, Seyyed Meghdad Hasheminasab, John Evan Flatt, Cary Troy and Ayman Habib
5	The Temporal Dynamics of Slums Employing a CNN-Based Change Detection Approach by Ruoyun Liu, Monika Kuffer and Claudio Persello
5	Flash-Flood Susceptibility Assessment Using Multi-Criteria Decision Making and Machine Learning Supported by Remote Sensing and GIS Techniques by Romulus Costache, Quoc Bao Pham, Ehsan Sharifi, Nguyen Thi Thuy Linh, S.I. Abba, Matej Vojtek, Jana Vojteková, Pham Thi Thao Nhi and Dao Nguyen Khoi
5	Multimodal and Multi-Model Deep Fusion for Fine Classification of Regional Complex Landscape Areas Using ZiYuan-3 Imagery by Xianju Li, Zhuang Tang, Weitao Chen and Lizhe Wang
5	The Impact of Urban Renewal on Land Surface Temperature Changes: A Case Study in the Main City of Guangzhou, China by Zhi Qiao, Luo Liu, Yuanwei Qin, Xinliang Xu, Binwu Wang and Zhenjie Liu

Citations	Article
20	Unmanned Aerial Vehicle for Remote Sensing Applications—A Review by Huang Yao, Rongjun Qin and Xiaoyu Chen
20	Flood Spatial Modeling in Northern Iran Using Remote Sensing and GIS: A Comparison between Evidential Belief Functions and Its Ensemble with a Multivariate Logistic Regression Model by Duie Tien Bui, Khabat Khosravi, Himan Shahabi, Prasad Daggupati, Jan F. Adamowski, Assefa M. Melesse, Binh Thai Pham, Hamid Reza Pourghasemi, Mehrnoosh Mahmoudi, Sepideh Bahrami, Biswajeet Pradhan, Ataollah Shirzadi, Kamran Chapi and Saro Lee
18	Predicting Taxi Demand Based on 3D Convolutional Neural Network and Multi-task Learning by Li Kuang, Xuejin Yan, Xianhan Tan, Shuqi Li and Xiaoxian Yang
15	Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks by Ben G. Weinstein, Sergio Marconi, Stephanie Bohlman, Alina Zare and Ethan White
15	Assimilating Soil Moisture Retrieved from Sentinel-1 and Sentinel-2 Data into WOFOST Model to Improve Winter Wheat Yield Estimation by Wen Zhuo, Jianxi Huang, Li Li, Xiaodong Zhang, Hongyuan Ma, Xinran Gao, Hai Huang, Baodong Xu and Xiangming Xiao
15	A New Vegetation Index to Detect Periodically Submerged Mangrove Forest Using Single-Tide Sentinel-2 Imagery by Mingming Jia, Zongming Wang, Chao Wang, Dehua Mao and Yuanzhi Zhang
14	Dynamic Harris Hawks Optimization with Mutation Mechanism for Satellite Image Segmentation by Heming Jia, Chunbo Lang, Diego Oliva, Wenlong Song and Xiaoxu Peng
13	A Review on Deep Learning Techniques for 3D Sensed Data Classification by David Griffiths and Jan Boehm
13	Copula-Based Abrupt Variations Detection in the Relationship of Seasonal Vegetation-Climate in the Jing River Basin, China by Jing Zhao, Shengzhi Huang, Qiang Huang, Hao Wang, Guoyong Leng, Jian Peng and Haixia Dong
12	End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++ by Daifeng Peng, Yongjun Zhang and Haiyan Guan

Citations	Article
87	Quantitative Remote Sensing at Ultra-High Resolution with UAV Spectroscopy: A Review of Sensor Technology, Measurement Procedures, and Data Correction Workflows by Helge Aasen, Eija Honkavaara, Arko Lucieer and Pablo J. Zarco-Tejada
68	Satellite Remote Sensing of Surface Urban Heat Islands: Progress, Challenges, and Perspectives by Decheng Zhou, Jingfeng Xiao, Stefania Bonafoni, Christian Berger, Kaveh Deilami, Yuyu Zhou, Steve Frolking, Rui Yao, Zhi Qiao and José A. Sobrino
57	Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery by Masoud Mahdianpari, Bahram Salehi, Mohammad Rezaee, Fariba Mohammadimanesh and Yun Zhang
56	Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection by Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia, Sansar Raj Meena, Dirk Tiede and Jagannath Aryal
52	Analysis Ready Data: Enabling Analysis of the Landsat Archive by John L. Dwyer, David P. Roy, Brian Sauer, Calli B. Jenkerson, Hankui K. Zhang and Leo Lymburner
49	A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides by Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Nhat-Duc Hoang, Binh Thai Pham, Quang-Thanh Bui, Chuyen-Trung Tran, Mahdi Panahi, Baharin Bin Ahmad and Lee Saro
40	The Global Mangrove Watch—A New 2010 Global Baseline of Mangrove Extent by Pete Bunting, Ake Rosenqvist, Richard M. Lucas, Lisa-Maria Rebelo, Lammert Hilarides, Nathan Thomas, Andy Hardy, Takuya Itoh, Masanobu Shimada and C. Max Finlayson
38	Estimating Satellite-Derived Bathymetry (SDB) with the Google Earth Engine and Sentinel-2 by Dimosthenis Traganos, Dimitris Poursanidis, Bharat Aggarwal, Nektarios Chrysoulakis and Peter Reinartz
38	Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia by Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Mohsen Alizadeh, Wei Chen, Ayub Mohammadi, Baharin Bin Ahmad, Mahdi Panahi, Haoyuan Hong and Yingying Tian
37	Deep Recurrent Neural Network for Agricultural Classification using multitemporal SAR Sentinel-1 for Camargue, France by Emile Ndikumana, Dinh Ho Tong Minh, Nicolas Baghdadi, Dominique Courault and Laure Hossard

Citations	Article
158	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
112	A Global Analysis of Sentinel-2A, Sentinel-2B and Landsat-8 Data Revisit Intervals and Implications for Terrestrial Monitoring by Jian Li and David P. Roy
108	Transfer Learning with Deep Convolutional Neural Network for SAR Target Classification with Limited Labeled Data by Zhongling Huang, Zongxu Pan and Bin Lei
107	Classification for High Resolution Remote Sensing Imagery Using a Fully Convolutional Network by Gang Fu, Changjun Liu, Rong Zhou, Tao Sun and Qijian Zhang
107	Copernicus Sentinel-2A Calibration and Products Validation Status by Ferran Gascon, Catherine Bouzinac, Olivier Thépaut, Mathieu Jung, Benjamin Francesconi, Jérôme Louis, Vincent Lonjou, Bruno Lafrance, Stéphane Massera, Angélique Gaudel-Vacaresse, Florie Languille, Bahjat Alhammoud, Françoise Viallefont, Bringfried Pflug, Jakub Bieniarz, Sébastien Clerc, Laëtitia Pessiot, Thierry Trémas, Enrico Cadau, Roberto De Bonis, Claudia Isola, Philippe Martimort and Valérie Fernandez
96	Review of the Current State of UAV Regulations by Claudia Stöcker, Rohan Bennett, Francesco Nex, Markus Gerke and Jaap Zevenbergen
93	On the Use of Unmanned Aerial Systems for Environmental Monitoring by Salvatore Manfreda, Matthew F. McCabe, Pauline E. Miller, Richard Lucas, Victor Pajuelo Madrigal, Giorgos Mallinis, Eyal Ben Dor, David Helman, Lyndon Estes, Giuseppe Ciraolo, Jana Müllerová, Flavia Tauro, M. Isabel De Lima, João L. M. P. De Lima, Antonino Maltese, Felix Frances, Kelly Caylor, Marko Kohv, Matthew Perks, Guiomar Ruiz-Pérez, Zhongbo Su, Giulia Vico and Brigitta Toth
90	Nominal 30-m Cropland Extent Map of Continental Africa by Integrating Pixel-Based and Object-Based Algorithms Using Sentinel-2 and Landsat-8 Data on Google Earth Engine by Jun Xiong, Prasad S. Thenkabail, James C. Tilton, Murali K. Gumma, Pardhasaradhi Teluguntla, Adam Oliphant, Russell G. Congalton, Kamini Yadav and Noel Gorelick
87	Quantitative Remote Sensing at Ultra-High Resolution with UAV Spectroscopy: A Review of Sensor Technology, Measurement Procedures, and Data Correction Workflows by Helge Aasen, Eija Honkavaara, Arko Lucieer and Pablo J. Zarco-Tejada
85	Estimation of Winter Wheat Above-Ground Biomass Using Unmanned Aerial Vehicle-Based Snapshot Hyperspectral Sensor and Crop Height Improved Models by Jibo Yue, Guijun Yang, Changchun Li, Zhenhai Li, Yanjie Wang, Haikuan Feng and Bo Xu

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