Ocean & Coastal Management, Год журнала: 2025, Номер 263, С. 107604 - 107604
Опубликована: Март 6, 2025
Язык: Английский
Ocean & Coastal Management, Год журнала: 2025, Номер 263, С. 107604 - 107604
Опубликована: Март 6, 2025
Язык: Английский
Estuarine Coastal and Shelf Science, Год журнала: 2024, Номер 298, С. 108632 - 108632
Опубликована: Янв. 11, 2024
Язык: Английский
Процитировано
10Ecological Indicators, Год журнала: 2025, Номер 171, С. 113225 - 113225
Опубликована: Фев. 1, 2025
Язык: Английский
Процитировано
1International Journal of Hydrogen Energy, Год журнала: 2022, Номер 54, С. 218 - 238
Опубликована: Ноя. 22, 2022
Язык: Английский
Процитировано
32Forests, Год журнала: 2023, Номер 14(1), С. 94 - 94
Опубликована: Янв. 4, 2023
Mangrove forests provide numerous valuable ecosystem services and can sequester a large volume of carbon that help mitigate climate change impacts. Modeling mangrove with robust valid approaches is crucial to better understanding existing conditions. The study aims estimate Above-Ground Carbon (AGC) at Loh Buaya located in the Komodo National Park (Indonesia) using novel Extreme Gradient Boosting (XGB) Genetic Algorithm (GA) analyses integrating multiple sources remote sensing (optical, Synthetic Aperture Radar (SAR), Digital Elevation Model (DEM)) data. Several steps were conducted assess model’s accuracy, starting field survey 50 sampling plots, processing images, selecting variables, examining appropriate machine learning (ML) models. effectiveness proposed XGB-GA was assessed via comparison other well-known ML techniques, i.e., Random Forest (RF) Support Vector Machine (SVM) Our results show hybrid model yielded best (R2 = 0.857 training R2 0.758 testing phase). optimized by GA consisted six spectral bands five vegetation indices generated from Sentinel 2B together national DEM had an RMSE 15.40 Mg C ha−1 outperformed models for quantifying AGC. estimated AGC ranging 2.52 123.89 (with average 57.16 ha−1). findings contribute innovative method, which fast reliable open-source data software. Multisource remotely sensed combined advanced techniques potentially be used tropical ecosystems worldwide.
Язык: Английский
Процитировано
19The Science of The Total Environment, Год журнала: 2024, Номер 920, С. 171028 - 171028
Опубликована: Фев. 18, 2024
Язык: Английский
Процитировано
9Marine Pollution Bulletin, Год журнала: 2024, Номер 201, С. 116184 - 116184
Опубликована: Фев. 26, 2024
Язык: Английский
Процитировано
8Land, Год журнала: 2024, Номер 13(9), С. 1351 - 1351
Опубликована: Авг. 24, 2024
Mangrove ecotourism is gaining immense popularity in the Gulf Cooperation Council (GCC) countries as a neoliberal conservation tool, and it has contributed significantly to growth of tourism sector region over past two decades. However, there no comprehensive review on full extent mangrove activities contribution conservation/restoration economic region. A systematic literature approach was used examine evolution GCC from 2010 2023. total 55 articles were retrieved Google Scholar search engines, Scopus Web Science databases incorporated. We synthesized results provided perspectives following: (1) geographical temporal distribution studies relation extent, (2) key sites, attractions, values for activities, (3) positive negative impacts ecotourism, (4) existing restoration initiatives countries. The findings underscore significance supporting development, protecting coastal ecosystems, sustaining local livelihoods this study highlights crucial need sustainable environmental management through integrated land use planning zoning address anthropogenic pressures ecosystems attractions. remote sensing tools invaluable monitoring associated informing evidence-based approaches. Thus, harnessing opportunities can help with balancing growth, sustainability, community well-being.
Язык: Английский
Процитировано
8Aquaculture, Год журнала: 2024, Номер 587, С. 740825 - 740825
Опубликована: Март 14, 2024
Язык: Английский
Процитировано
7Environmental Development, Год журнала: 2023, Номер 46, С. 100846 - 100846
Опубликована: Март 20, 2023
Язык: Английский
Процитировано
14Journal of Environmental Management, Год журнала: 2023, Номер 345, С. 118622 - 118622
Опубликована: Июль 22, 2023
Язык: Английский
Процитировано
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