This article demonstrates that assimilating machine‐learning‐derived surface nitrate can improve five‐day phytoplankton forecast substantially within the Met Office operational system for the Northwest European Shelf. We explain the reasons behind this improvement and propose that an online system where machine learning and data assimilation are cycled
Deep S. Banerjee +2 more
wiley +1 more source
An integrated multidimensional risk framework for volcanic hazard zones: insights from Mt. Vesuvius, Italy. [PDF]
Lapietra I +4 more
europepmc +1 more source
Polar‐low track prediction using machine‐learning methods
Machine‐learning models are developed to produce reliable and efficient forecasts of polar‐low (PL) trajectories 12 hours ahead. A temporal model (RLSTM) benefiting from the rolling‐forecast strategy, improves overall prediction accuracy and is suitable for quick experimentation, while a spatiotemporal model (PL‐UNet), incorporating both historical and
Ziying Yang +4 more
wiley +1 more source
Northern migration patterns and winter habitat use of hooded cranes (Grus monacha) in Suncheon Bay, South Korea. [PDF]
Jeong YH +8 more
europepmc +1 more source
Report on the progress of the integrated coastal zone management demonstration programme. Communication from the Commission to the Council and the European Parliament. COM (97) 744 final, 12 Jsnusry 1998 [PDF]
core
Enabling Under Ice Glider Operations: A Backseat Driver Approach
ABSTRACT Polar Oceans are key locations for forcing global ocean circulation, influencing both global climate and biogeochemical cycles. Due to restricted access to these seasonally and perennially ice‐covered regions, these areas are severely undersampled.
Yaomei Wang +12 more
wiley +1 more source
Monitoring environmental impacts of a designated aquaculture area in the Karaburun Peninsula using Google Earth Engine. [PDF]
Tosun DD.
europepmc +1 more source
Engineered Gravel Trench Hyporheic Exchange to Create Cold‐Water Thermal Refuges
ABSTRACT Warming rivers are driving a loss or fragmentation of cold‐water habitat and providing the impetus to develop proactive thermal management approaches to maintain suitable habitat in rivers. One innovative approach is through the creation of cold‐water thermal refuges during periods of thermal stress for aquatic species.
Kathryn A. Smith +3 more
wiley +1 more source
Detection and Monitoring of Topography Changes at the Tottori Sand Dune Using UAV-LiDAR. [PDF]
Liu J +5 more
europepmc +1 more source
A Tool for Prioritizing Gravel Augmentation Reaches for Sediment Starved Rivers
ABSTRACT Gravel augmentation is a widely used restoration technique used to improve habitat below dams, including salmonids spawning habitat. However, gravel augmentation can be cost‐prohibitive, and it is often unclear which stream segments have the highest potential to benefit spawning salmonids.
Patricia J. Wohner +2 more
wiley +1 more source

