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Patricio Martínez-Carricondo, Francisco Agüera-Vega & Fernando Carvajal-Ramírez. (2023) Accuracy assessment of RTK/PPK UAV-photogrammetry projects using differential corrections from multiple GNSS fixed base stations. Geocarto International 38:1.
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M. N. M. Buthelezi, R. T. Lottering, S.T. Hlatshwayo & K. Peerbhay. (2022) Comparing rotation forests and extreme gradient boosting for monitoring drought damage on KwaZulu-Natal commercial forests. Geocarto International 37:11, pages 3223-3246.
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Danyang Wang, Hongyan Chen, Zhuoran Wang & Ying Ma. (2022) Inversion of soil salinity according to different salinization grades using multi-source remote sensing. Geocarto International 37:5, pages 1274-1293.
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Bin Chen, Bing Xu & Peng Gong. (2021) Mapping essential urban land use categories (EULUC) using geospatial big data: Progress, challenges, and opportunities. Big Earth Data 5:3, pages 410-441.
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Qingfeng Guan, Sijing Cheng, Yongting Pan, Yao Yao & Wen Zeng. (2021) Sensing Mixed Urban Land-Use Patterns Using Municipal Water Consumption Time Series. Annals of the American Association of Geographers 111:1, pages 68-86.
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Liheng Peng, Kai Liu, Jingjing Cao, Yuanhui Zhu, Fengshou Li & Lin Liu. (2020) Combining GF-2 and RapidEye satellite data for mapping mangrove species using ensemble machine-learning methods. International Journal of Remote Sensing 41:3, pages 813-838.
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Mohammad Kazemi Garajeh, Keyvan Hassangholizadeh, Amir Reza Bakhshi Lomer, Amin Ranjbari, Ladan Ebadi & Mostafa Sadeghnejad. (2023) Monitoring the impacts of crop residue cover on agricultural productivity and soil chemical and physical characteristics. Scientific Reports 13:1.
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Nam-Thang Ha, Hao-Quang Nguyen, Tien-Dat Pham, Cong-Tin Hoang & Ian Hawes. (2023) Superpixel for seagrass mapping: a novel method using PlanetScope imagery and machine learning in Tauranga harbour, New Zealand. Environmental Earth Sciences 82:6.
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Junwu Zhou & Fuji Ren. (2023) Perceptual Low-Rank Learning and Geometry-Preserving Feature Selection for Categorizing High-Resolution Aerial Photos. IEEE Access 11, pages 112429-112437.
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Alper Akar. (2021) Improving the accuracy of random forest‐based land‐use classification using fused images and digital surface models produced via different interpolation methods. Concurrency and Computation: Practice and Experience 34:6.
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Luming Zhang, Ming Chen, Guifeng Wang & Zhiming Wang. (2022) Aerial Photograph Categorization by Cross-Resolution Deep Human Gaze Behavior Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pages 4873-4884.
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Qiao Hu, Wayne Woldt, Christopher Neale, Yuzhen Zhou, Jeff Drahota, Dana Varner, Andy Bishop, Ted LaGrange, Ligang Zhang & Zhenghong Tang. (2021) Utilizing unsupervised learning, multi-view imaging, and CNN-based attention facilitates cost-effective wetland mapping. Remote Sensing of Environment 267, pages 112757.
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Jingjing Cao, Kai Liu, Li Zhuo, Lin Liu, Yuanhui Zhu & Liheng Peng. (2021) Combining UAV-based hyperspectral and LiDAR data for mangrove species classification using the rotation forest algorithm. International Journal of Applied Earth Observation and Geoinformation 102, pages 102414.
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Shafaq Rasheed, Fawad, Muhammad Adeel Asghar, Saqlain Razzaq & Mehwish Anwar. (2021) High-Resolution Remote Sensing Image Classification through Deep Neural Network. High-Resolution Remote Sensing Image Classification through Deep Neural Network.
Xiaohan Li, Xuezhang Li, Wen Liu, Benhui Wei & Xianli Xu. (2021) A UAV-based framework for crop lodging assessment. European Journal of Agronomy 123, pages 126201.
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Sufang Liu, Lei Shi, Simian Liu, Chuan Wang & Chulin Chen. (2020) City space type recognition by leveraging deeply-learned topological features. Future Generation Computer Systems 112, pages 624-629.
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Luís Pádua, Pedro Marques, Luís Martins, António Sousa, Emanuel Peres & Joaquim J. Sousa. (2020) Monitoring of Chestnut Trees Using Machine Learning Techniques Applied to UAV-Based Multispectral Data. Remote Sensing 12:18, pages 3032.
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Zhiyi Xu, Yuzhe Wu, Qing Li & Dingpan Chen. (2020) High-quality topological structures selection for smart city land spatial understanding and governance. Future Generation Computer Systems.
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Mohamed Barakat A. Gibril, Bahareh Kalantar, Rami Al-Ruzouq, Naonori Ueda, Vahideh Saeidi, Abdallah Shanableh, Shattri Mansor & Helmi Z. M. Shafri. (2020) Mapping Heterogeneous Urban Landscapes from the Fusion of Digital Surface Model and Unmanned Aerial Vehicle-Based Images Using Adaptive Multiscale Image Segmentation and Classification. Remote Sensing 12:7, pages 1081.
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Luís Pádua, Nathalie Guimarães, Telmo Adão, Pedro Marques, Emanuel Peres, António Sousa & Joaquim J. Sousa. 2019. Progress in Artificial Intelligence. Progress in Artificial Intelligence
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Emre Yücer & Arzu Erener. (2018) Examining Urbanization Dynamics in Turkey Using DMSP–OLS and Socio-Economic Data. Journal of the Indian Society of Remote Sensing 46:7, pages 1159-1169.
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Maher Ibrahim Sameen, Biswajeet Pradhan & Omar Saud Aziz. (2018) Classification of Very High Resolution Aerial Photos Using Spectral-Spatial Convolutional Neural Networks. Journal of Sensors 2018, pages 1-12.
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Alaa M. Al-Abadi. (2018) Mapping flood susceptibility in an arid region of southern Iraq using ensemble machine learning classifiers: a comparative study. Arabian Journal of Geosciences 11:9.
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Sowmya Natesan, Costas Armenakis, Guy Benari & Regina Lee. (2018) Use of UAV-Borne Spectrometer for Land Cover Classification. Drones 2:2, pages 16.
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Emre Yücer & Arzu Erener. (2017) GIS Based Urban Area Spatiotemporal Change Evaluation Using Landsat and Night Time Temporal Satellite Data. Journal of the Indian Society of Remote Sensing 46:2, pages 263-273.
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