Submerged aquatic vegetation (SAV) is a critical component of aquatic ecosystems. It is
however understudied and rapidly changing due to global climate change and …

Abstract In 2007, the NASA Hyperspectral InfraRed Imager (HyspIRI) mission was
recommended in Earth Science and Applications from Space: National Imperatives for the …

An innovative phenology-based classification method was developed to map corn and
soybean in multiple years using training data limited to a single year. Unlike traditional …

Riparian zones are dynamic ecosystems that form at the interface between the aquatic and
terrestrial components of a landscape. They are shaped by complex interactions between …

Freshwater ecosystems underpin global water and food security, yet are some of the most
endangered ecosystems in the world because they are particularly vulnerable to land …

Global, timely, accurate and cost-effective cropland mapping is a prerequisite for reliable
crop condition monitoring. This article presented a simple and comprehensive methodology …

The biodiversity and high productivity of coastal terrestrial and aquatic habitats are the
foundation for important benefits to human societies around the world. These globally …

Innovative, open, and rapid methods to map crop types over large areas are needed for long-
term cropland monitoring. We developed two novel and automated decision tree …

As a component of the Earth's land surface, bare soil is an important indicator of
urbanization and therefore plays an irreplaceable role in regional ecosystems. Given that …

In recent years, hundreds of Earth observation satellites have been launched to collect
massive amounts of remote sensing images. However, the considerable cost and time to …