P. Co-orbital Sentinel 1 and 2 for lulc mapping with emphasis on wetlands in a mediterranean setting based on machine learning. Remote Sens. 9, 1259 (2017). 60. Erinjery, J. J., Singh, M. & Kent, R. Mapping and assessment of vegetation types in the tropical rainforests of the ...
and temporal resolutions from microwave (Sentinel-1), optical (Sentinel-2), and topographic (SRTM-DEM) data. For training the ANN architecture, initially, we have selected seven satellite-derived features as input predictors. We have also generated two new synthetic features through linear data fus...
Currently, about 70% of the world’s population lives in coastal estuaries and around inland freshwater bodies [1,2,3]. According to [4,5], the wetland ecosystem provides humankind with a large number of products worth USD 33,000 billion yearly. However, the world’s wetlands have disappear...
The lakeshore is characterized by beaches, cliffs, and rocky outcrops, with a variety of flora and fauna present in the surrounding forests and wetlands. The climate around Lake Llanquihue is classified as temperate oceanic, with mild temperatures and high humidity throughout the year. The average...
The other class encompasses areas characterized by grassland, herbaceous, barren land, rocks, or wetlands. Lastly, the forest class includes deciduous, mixed forest, and shrubs. To identify “abandoned” pixels, we have considered those classified as “cultivated land” or “uncultivated land” in ...
Implementing ecosystem-based solutions, such as managing wetlands, forests, and coastal systems, can reduce the effect of natural disasters and enhance socio-economic resilience. Moreover, these ecosystems provide advantages such as cleansing water and air, ensuring food security, and contributing to ...