Mangrove ecosystems provide critical goods and ecosystem services to coastal
communities and contribute to climate change mitigation. Over four decades, remote …

The mangrove ecosystem plays a vital role in the global carbon cycle, by reducing
greenhouse gas emissions and mitigating the impacts of climate change. However …

With an increasing volume and dimensionality of Earth observation data, enhanced
integration of machine-learning methodologies is needed to effectively analyze and utilize …

Mangrove forests, as important ecological and economic resources, have suffered a loss in
the area due to natural and human activities. Monitoring the distribution of and obtaining …

Blue carbon ecosystems (BCE) include mangrove forests, tidal marshes, and seagrass
meadows, all of which are currently under threat, putting their contribution to mitigating …

Hyperspectral imaging-derived vegetation indices (VIs) have rarely been developed to
estimate leaf chlorophyll content of mangrove forests under pest and disease stress …

Optimizing the classification accuracy of a mangrove forest is of utmost importance for
conservation practitioners. Mangrove forest map** using satellite-based remote sensing …

Chlorophyll is a good indicator of health status and nutritional condition as plant grows.
Many studies have investigated the feasibility of retrieving leaf chlorophyll content (LCC) …

Mangrove forests grow in the estuaries of 124 tropical countries around the world. Because
in-situ monitoring of mangroves is difficult and time-consuming, remote sensing …

To accurately estimate leaf area index (LAI) in mangrove areas, the selection of appropriate
models and predictor variables is critical. However, there is a major challenge in quantifying …