
Research Square (Research Square), Год журнала: 2024, Номер unknown
Опубликована: Ноя. 19, 2024
Язык: Английский
Research Square (Research Square), Год журнала: 2024, Номер unknown
Опубликована: Ноя. 19, 2024
Язык: Английский
Scientific Reports, Год журнала: 2025, Номер 15(1)
Опубликована: Янв. 2, 2025
Язык: Английский
Процитировано
0Environmental Science and Pollution Research, Год журнала: 2025, Номер unknown
Опубликована: Март 5, 2025
Язык: Английский
Процитировано
0Remote Sensing, Год журнала: 2025, Номер 17(5), С. 918 - 918
Опубликована: Март 5, 2025
Remote sensing (RS) has been widely used to monitor cyanobacterial blooms in inland water bodies. However, the accuracy of RS-based monitoring varies significantly depending on factors such as waterbody type, sensor characteristics, and analytical methods. This study comprehensively evaluates current capabilities challenges RS for bloom monitoring, with a focus achievable accuracy. We find that chlorophyll-a (Chl-a) phycocyanin (PC) are primary indicators used, PC demonstrating greater stability than Chl-a. Sentinel Landsat satellites most frequently data sources, while hyperspectral images, particularly from unmanned aerial vehicles (UAVs), have shown high recent years. In contrast, Medium-Resolution Imaging Spectrometer (MERIS) Moderate-Resolution Spectroradiometer (MODIS) exhibited lower performance. The choice methods is also essential accuracy, regression machine learning models generally outperforming other approaches. Temporal analysis indicates notable improvement 2021 2023, reflecting advances technology techniques. Additionally, findings suggest combined approach using Chl-a large-scale preliminary screening, followed by more precise detection, can enhance effectiveness. integrated strategy, along careful selection sources models, crucial improving reliability ultimately contributing better management public health protection.
Язык: Английский
Процитировано
0Case Studies in Chemical and Environmental Engineering, Год журнала: 2024, Номер unknown, С. 101027 - 101027
Опубликована: Ноя. 1, 2024
Язык: Английский
Процитировано
0Research Square (Research Square), Год журнала: 2024, Номер unknown
Опубликована: Ноя. 19, 2024
Язык: Английский
Процитировано
0