Large data sets can be generated using deep learning to improve the design of observation networks for monitoring subsurface flow and transport.
data management
Posted inEditors' Vox
Analyzing Big Earth Data: Progress, Challenges, Opportunities
Big Earth data are accumulating at a rapid rate with challenges for understanding and using the data, but new tools and applications are enabling analysis and enhancing usability by policy makers.
Posted inNews
Geospatial Database for the Prince Edward Islands
South African scientists map uninhabited islands in the Southern Ocean.
Posted inEditors' Vox
Machine Learning Helps to Solve Problems in Heliophysics
A new special collection invites papers pertaining to the use of machine learning techniques in all sub-fields of heliophysics.
Posted inEditors' Highlights
Deep Learning for Hydrologic Projections Under Climate Change
Extrapolation or not? Big data may help deep learning to go places where it has not been before by transferring learned hydrologic relationships.
Posted inResearch Spotlights
Zipping Up Data to Zap Them Back from an Icy Moon
NASA wants to send instruments to distant moons like Europa and Enceladus to search for life. But getting vital data back to Earth over limited bandwidth will take some impressive compression software.
Posted inNews
Las redes sociales complementan a la ciencia durante los desastres naturales
La información compartida en las plataformas de redes sociales podría ayudar a los científicos a recopilar datos en tiempo real y ayudar a las agencias en los esfuerzos de ayuda.
Posted inEditors' Vox
Monitoring the Health of Our Planet using Earth Observations
A new book explores how Earth science knowledge addresses critical global challenges including sustainable development, disaster risk reduction, and climate change.
Posted inNews
Social Media Supplements Science During Natural Disasters
Information shared on social media platforms could help scientists gather real-time data and assist agencies in relief efforts.
Posted inEditors' Vox
Using Data to Mitigate Inequitable Environmental Burdens
A new transdisciplinary special collection welcomes studies exploring data and tools for identifying and mitigating environmental injustice.