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Academic Journal

Detecting Walnut Leaf Scorch Using UAV-Based Hyperspectral Data, Genetic Algorithm, Random Forest and Support Vector Machine Learning Algorithms.

Authors : Weng, Jian^1,2 (AUTHOR); Zhang, Qiang^1,2,3 (AUTHOR) ; Wang, Baoqing^1,3 (AUTHOR)

Source: Remote Sensing. Dec2025, Vol. 17 Issue 24, p3986. 25p.

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Academic Journal

Coupling Deep Abstract Networks and Metaheuristic Optimization Algorithms for a Multi-Hazard Assessment of Wildfire and Drought.

Authors : Liu, Jinping^1,2 (AUTHOR); Hu, Qingfeng^1,2 (AUTHOR); He, Panxing³ (AUTHOR)

Source: Remote Sensing. Sep2025, Vol. 17 Issue 17, p3090. 37p.

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Academic Journal

Classification Algorithms for Fast Retrieval of Atmospheric Vertical Columns of CO in the Interferogram Domain.

Authors : Ećo, Nejla¹ (AUTHOR); Payan, Sébastien^1,2 (AUTHOR) ; Croizé, Laurence^1,2 (AUTHOR)

Source: Remote Sensing. Aug2025, Vol. 17 Issue 16, p2804. 19p.

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Academic Journal

Thin Sea Ice Thickness Prediction Using Multivariate Radar-Physical Features and Machine Learning Algorithms.

Authors : Dadjoo, Mehran¹ (AUTHOR); Isleifson, Dustin^2,3 (AUTHOR)

Source: Remote Sensing. Sep2025, Vol. 17 Issue 17, p3002. 21p.

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Academic Journal

Noise Radar Waveform Design Using Evolutionary Algorithms and Negentropy Constraint.

Authors : Sénica, Afonso L.^1,2,3 (AUTHOR) ; Marques, Paulo A. C.² (AUTHOR); Figueiredo, Mário A. T.^1,2,3 (AUTHOR)

Source: Remote Sensing. Apr2025, Vol. 17 Issue 8, p1327. 17p.

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Academic Journal

Wetland Mapping Using Machine Learning and Deep Learning Algorithms: Assessing Spatial Transferability of Recent Approaches.

Authors : Maleki, Saeideh^1,2 (AUTHOR) ; Rahdari, Vahid² (AUTHOR)

Source: Remote Sensing. Apr2026, Vol. 18 Issue 8, p1234. 28p.

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Academic Journal

Review of Snow Identification Algorithms: From Traditional Machine Learning to Semantic Methods.

Authors : Ma, Keyu^1,2 (AUTHOR); Zhang, Zhixuan^2,3 (AUTHOR); Hu, Kai^1,2,3 (AUTHOR)

Source: Remote Sensing. Apr2026, Vol. 18 Issue 7, p1067. 37p.

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Academic Journal

Retrieval of Multiple Variables from Hyperspectral Data: A PRISMA-Aligned Systematic Review of Classical Physics-Based Machine Learning and Hybrid Algorithms in Vegetation and Raw Materials Application Domains.

Authors : Taramelli, Andrea^1,2 (AUTHOR); Liburdi, Sara^1,2 (AUTHOR) ; Nguyen Xuan, Alessandra^2,3 (AUTHOR)

Source: Remote Sensing. Mar2026, Vol. 18 Issue 5, p798. 38p.

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Academic Journal

Estimation of Forest Canopy Height Using ATLAS Data Based on Improved Optics and EEMD Algorithms.

Authors : Wang, Guanran¹ (AUTHOR); Yu, Ying¹ (AUTHOR) ; Li, Mingze¹ (AUTHOR)

Source: Remote Sensing. Mar2025, Vol. 17 Issue 5, p941-1. 19p.

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Academic Journal

Mapping Burned Forest Areas in Western Yunnan, China, Using Multi-Source Optical Imagery Integrated with Simple Non-Iterative Clustering Segmentation and Random Forest Algorithms in Google Earth Engine.

Authors : Chen, Yue¹ (AUTHOR); Kou, Weili^2,3 (AUTHOR) ; Miao, Wenna^1,3 (AUTHOR)

Source: Remote Sensing. Mar2025, Vol. 17 Issue 5, p741-1. 24p.

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Detecting Walnut Leaf Scorch Using UAV-Based Hyperspectral Data, Genetic Algorithm, Random Forest and Support Vector Machine Learning Algorithms.

Coupling Deep Abstract Networks and Metaheuristic Optimization Algorithms for a Multi-Hazard Assessment of Wildfire and Drought.

Classification Algorithms for Fast Retrieval of Atmospheric Vertical Columns of CO in the Interferogram Domain.

Thin Sea Ice Thickness Prediction Using Multivariate Radar-Physical Features and Machine Learning Algorithms.

Noise Radar Waveform Design Using Evolutionary Algorithms and Negentropy Constraint.

Wetland Mapping Using Machine Learning and Deep Learning Algorithms: Assessing Spatial Transferability of Recent Approaches.

Review of Snow Identification Algorithms: From Traditional Machine Learning to Semantic Methods.

Retrieval of Multiple Variables from Hyperspectral Data: A PRISMA-Aligned Systematic Review of Classical Physics-Based Machine Learning and Hybrid Algorithms in Vegetation and Raw Materials Application Domains.

Estimation of Forest Canopy Height Using ATLAS Data Based on Improved Optics and EEMD Algorithms.

Mapping Burned Forest Areas in Western Yunnan, China, Using Multi-Source Optical Imagery Integrated with Simple Non-Iterative Clustering Segmentation and Random Forest Algorithms in Google Earth Engine.

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