Wetlands

Machine learning-based spatial-temporal assessment and change transition analysis of wetlands: An application of Google Earth Engine in Sylhet, Bangladesh (1985–2022)
Wetlands are crucial ecosystems as they enhance the quality of groundwater, protect from natural hazards, control erosion, and provide …
Mirza Waleed, Muhammad Sajjad, Muhammad Shareef Shazil, Maham Tariq, Md. Tauhidul Alam
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Machine learning-based spatial-temporal assessment and change transition analysis of wetlands: An application of Google Earth Engine in Sylhet, Bangladesh (1985–2022)
Natural Resources Management
Wetlands play a vital role in maintaining the health of the planet, providing essential ecosystem services such as carbon storage, water purification, and habitat for wildlife. However, wetlands are under threat from human activities such as land use changes, climate change, and pollution.
Last updated on 20 May 2023
Natural Resources Management
Leveraging machine learning and remote sensing to monitor long-term spatial-temporal wetland changes: Towards a national RAMSAR inventory in Pakistan
In Pakistan, wetlands are of primary focus as they withstand the effects of floods, recharge groundwater, and provide several services …
Ansa Shafi, Shengbo Chen, Mirza Waleed, Muhammad Sajjad
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Leveraging machine learning and remote sensing to monitor long-term spatial-temporal wetland changes: Towards a national RAMSAR inventory in Pakistan