Science Data Stories
Amazon Estuary Exploration - Tutorial - Cloud | Tutorial - Local
Explores the relationships between land water equivalent thickness, river height, sea surface salinity, and sea surface temperature in the Amazon River estuary and coastal region from multiple datasets (GRACE-FO, Pre-SWOT MEaSUREs, OISSS, & MODIS).
EOF Decomposition of Global Monthly SST - Tutorial
This demo uses the xeofs package to replicate part of an empirical orthogonal function (EOF) analysis on century-long, global sea surface temperatures (SSTs) published in Journal of Climate (Messie and Chavez, 2011): https://doi.org/10.1175/2011JCLI3941.1, and can be run entirely in the cloud.
Salinity Ocean Satellite & In-situ Comparison - Tutorial
Monitoring Changes in the Arctic Using Saildrone (in situ) and SMAP (satellite), comparing salinity. Both datasets are located within the cloud.
Pairing Cloud and Non-cloud Data
Tutorials highlighting workflows that utilize both cloud and non-cloud data simultaneously.
Mississippi River Heights Exploration - Tutorial
This tutorial explores the relationships between satellite and in situ river heights in the Mississippi River using Pre-SWOT MEaSUREs and USGS river height gauges within the cloud.
Sea Surface Temperature Ocean Satellite & In-situ Comparison - Tutorial
This tutorial co-locates in-situ measurements and satellite data of sea surface temperature (SST) near the European coast for cross-validation of data or model validation. Datasets: Argo floats, MODIS-Aqua L2 SST, & MUR L4 SST.