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High-Resolution UAV Monitoring of Floating Aquatic Vegetation in Complex Surface Water Environments Using Deep Learning

https://doi.org/10.2139/ssrn.6830783
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Ecosystem services provided by freshwater macrophytes
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Identifying and mapping individual plants in a highly diverse high-elevation ecosystem using UAV imagery and deep learning
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Water body classification from high-resolution optical remote sensing imagery: Achievements and perspectives
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Generalization in deep learning-based aircraft classification for SAR imagery
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How Eutrophication Promotes Exotic Aquatic Plant Invasion in the Lake Littoral Zone?
inferredcites →https://doi.org/10.1080/07438149709354302openalex-snapshot
Aquatic Vegetation Monitoring by Natural Resources Agencies in the United States
inferredcites →https://doi.org/10.1080/19475683.2022.2026476openalex-snapshot
Unmanned aerial remote sensing of coastal vegetation: A review
inferredcites →https://doi.org/10.1109/access.2024.3351764openalex-snapshot
Towards Continuous Floating Invasive Plant Removal Using Unmanned Surface Vehicles and Computer Vision
inferredcites →https://doi.org/10.1109/jstars.2024.3486045openalex-snapshot
An Improved UAV RGB Image Processing Method for Quantitative Remote Sensing of Marine Green Macroalgae
inferredcites →https://doi.org/10.1109/mgrs.2024.3470986openalex-snapshot
Better, Not Just More: Data-centric machine learning for Earth observation
inferredcites →https://doi.org/10.1111/j.1523-1739.2008.00957.xopenalex-snapshot
Managing Invasive Aquatic Plants in a Changing System: Strategic Consideration of Ecosystem Services
inferredcites →https://doi.org/10.1364/oe.26.026810openalex-snapshot
Automatic method to monitor floating macroalgae blooms based on multilayer perceptron: case study of Yellow Sea using GOCI images
inferredcites →https://doi.org/10.3389/ffgc.2025.1698796openalex-snapshot
UAV-based LiDAR and optical imagery fusion for fine-scale classification of aquatic plant associations in lakeshore wetlands
inferredcites →https://doi.org/10.3390/a17120594openalex-snapshot
UAV (Unmanned Aerial Vehicle): Diverse Applications of UAV Datasets in Segmentation, Classification, Detection, and Tracking
inferredcites →https://doi.org/10.3390/rs10091331openalex-snapshot
Mapping and Classification of Ecologically Sensitive Marine Habitats Using Unmanned Aerial Vehicle (UAV) Imagery and Object-Based Image Analysis (OBIA)
inferredcites →https://doi.org/10.3390/rs13040623openalex-snapshot
A Review of Remote Sensing of Submerged Aquatic Vegetation for Non-Specialists
inferredcites →https://doi.org/10.3390/rs16224265openalex-snapshot
Small Object Detection in UAV Remote Sensing Images Based on Intra-Group Multi-Scale Fusion Attention and Adaptive Weighted Feature Fusion Mechanism
inferredcites →https://doi.org/10.5194/isprs-annals-x-2-w2-2025-165-2025openalex-snapshot
Phenological and Species-Level Classification of Aquatic Invasive Plants Using UAV Multispectral Imagery and Machine Learning
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