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Michael Chibuike Ekwe, Oluseun Adeluyi, Jochem Verrelst, Angela Kross & Caleb Akoji Odiji. (2024) Estimating rainfed groundnut’s leaf area index using Sentinel-2 based on Machine Learning Regression Algorithms and Empirical Models. Precision Agriculture.
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Yulin Gong, Di'en Zhu, Xuejian Li, Lujin Lv, Bo Zhang, Jie Xuan & Huaqiang Du. (2024) Using UAV LiDAR Intensity Frequency and Hyperspectral Features to Improve the Accuracy of Urban Tree Species Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17, pages 2849-2865.
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Hannes Bergmann, Eva-Maria Czaja, Annett Frick, Ulf Klaaß, Ronny Marquart, Annett Rudovsky, Diana Holland, Patrick Wysocki, Daike Lehnau, Ronald Schröder, Lisa Rogoll, Carola Sauter-Louis & Timo Homeier-Bachmann. (2023) Remote Sensing Provides a Rapid Epidemiological Context for the Control of African Swine Fever in Germany. Sensors 23:19, pages 8202.
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Mingchao Shao, Chenwei Nie, Aijun Zhang, Liangsheng Shi, Yuanyuan Zha, Honggen Xu, Hongye Yang, Xun Yu, Yi Bai, Shuaibing Liu, Minghan Cheng, Tao Lin, Ningbo Cui, Wenbin Wu & Xiuliang Jin. (2023) Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods. Computers and Electronics in Agriculture 211, pages 108029.
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Muhammad Usman, Mahnoor Ejaz, Janet E. Nichol, Muhammad Shahid Farid, Sawaid Abbas & Muhammad Hassan Khan. (2023) A Comparison of Machine Learning Models for Mapping Tree Species Using WorldView-2 Imagery in the Agroforestry Landscape of West Africa. ISPRS International Journal of Geo-Information 12:4, pages 142.
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Clara Oliva Gonçalves Bazzo, Bahareh Kamali, Christoph Hütt, Georg Bareth & Thomas Gaiser. (2023) A Review of Estimation Methods for Aboveground Biomass in Grasslands Using UAV. Remote Sensing 15:3, pages 639.
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Chuanpeng Zhao, Cheng-Zhi Qin, Zongming Wang, Dehua Mao, Yeqiao Wang & Mingming Jia. (2022) Decision surface optimization in mapping exotic mangrove species (Sonneratia apetala) across latitudinal coastal areas of China. ISPRS Journal of Photogrammetry and Remote Sensing 193, pages 269-283.
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Sayantan Sarkar, Joseph Oakes, Alexandre-Brice Cazenave, Mark D. Burow, Rebecca S. Bennett, Kelly D. Chamberlin, Ning Wang, Melanie White, Paxton Payton, James Mahan, Jennifer Chagoya, Cheng-Jung Sung, David S. McCall, Wade E. Thomason & Maria Balota. (2022) Evaluation of the U.S. Peanut Germplasm Mini-Core Collection in the Virginia-Carolina Region Using Traditional and New High-Throughput Methods. Agronomy 12:8, pages 1945.
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Ulrike Lussem, Andreas Bolten, Ireneusz Kleppert, Jörg Jasper, Martin Leon Gnyp, Jürgen Schellberg & Georg Bareth. (2022) Herbage Mass, N Concentration, and N Uptake of Temperate Grasslands Can Adequately Be Estimated from UAV-Based Image Data Using Machine Learning. Remote Sensing 14:13, pages 3066.
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Zhonglin Wang, Yangming Ma, Ping Chen, Yonggang Yang, Hao Fu, Feng Yang, Muhammad Ali Raza, Changchun Guo, Chuanhai Shu, Yongjian Sun, Zhiyuan Yang, Zongkui Chen & Jun Ma. (2022) Estimation of Rice Aboveground Biomass by Combining Canopy Spectral Reflectance and Unmanned Aerial Vehicle-Based Red Green Blue Imagery Data. Frontiers in Plant Science 13.
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Na Ta, Qingrui Chang & Youming Zhang. (2021) Estimation of Apple Tree Leaf Chlorophyll Content Based on Machine Learning Methods. Remote Sensing 13:19, pages 3902.
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Robert Migas-Mazur, Marlena Kycko, Tomasz Zwijacz-Kozica & Bogdan Zagajewski. (2021) Assessment of Sentinel-2 Images, Support Vector Machines and Change Detection Algorithms for Bark Beetle Outbreaks Mapping in the Tatra Mountains. Remote Sensing 13:16, pages 3314.
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Canh Nguyen, Vasit Sagan, Matthew Maimaitiyiming, Maitiniyazi Maimaitijiang, Sourav Bhadra & Misha T. Kwasniewski. (2021) Early Detection of Plant Viral Disease Using Hyperspectral Imaging and Deep Learning. Sensors 21:3, pages 742.
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Seyd Teymoor Seydi, Mehdi Akhoondzadeh, Meisam Amani & Sahel Mahdavi. (2021) Wildfire Damage Assessment over Australia Using Sentinel-2 Imagery and MODIS Land Cover Product within the Google Earth Engine Cloud Platform. Remote Sensing 13:2, pages 220.
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Cecilia Masemola, Moses Azong Cho & Abel Ramoelo. (2020) Sentinel-2 time series based optimal features and time window for mapping invasive Australian native Acacia species in KwaZulu Natal, South Africa. International Journal of Applied Earth Observation and Geoinformation 93, pages 102207.
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Xiaobin Xu, Zhenhai Li, Xiaodong Yang, Guijun Yang, Cong Teng, Hongchun Zhu & Shuaibing Liu. (2019) Predicting leaf chlorophyll content and its nonuniform vertical distribution of summer maize by using a radiation transfer model. Journal of Applied Remote Sensing 13:03, pages 1.
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