Water pollution has become one of the most serious issues threatening water environments,
water as a resource and human health. The most urgent and effective measures rely on …

Abstract The 2017–2027 National Academies' Decadal Survey, Thriving on Our Changing
Planet, recommended Surface Biology and Geology (SBG) as a “Designated Targeted …

Recently, a great many deep convolutional neural network (CNN)-based methods have
been proposed for hyperspectral image (HSI) classification. Although the proposed CNN …

Remote sensing approaches to measuring inland water quality date back nearly 50 years to
the beginning of the satellite era. Over this time span, hundreds of peer-reviewed …

Technical advancements have widened the limits of remote sensing in mapping shallow
water benthic habitats and bathymetry over the last decades. On the other hand, the needs …

Rivers and other freshwater systems play a crucial role in ecosystems, industry,
transportation and agriculture. Despite the> 40 years of inland water observations made …

Lakes are important ecosystems providing various ecosystem services. Stressors such as
eutrophication or climate change, however, threaten their ecological functions. National and …

In the last few decades, researchers have developed a plethora of hyperspectral Earth
Observation (EO) remote sensing techniques, analysis and applications. While …

The ability to view Earth's vegetation from space is a hallmark of the Space Age. Yet
decades of satellite measurements have provided relatively little insight into the immense …

This paper proposes a simple and effective spatial-spectral (SESS) method for mapping
large-scale coastal wetlands using China ZY1-02D satellite hyperspectral data. First, the …