Catalog-driven search using OGC CSW allowed for dynamic updating as new datasets become available (or inactive).
Data from both OPeNDAP-CF and SOS endpoints were discovered, accessed and used. The accessing of SOS endpoint leveraged IOOS driven tools (PYOOS) including the new bounding box filtering feature from release 0.6.2.
Historic observation datasets of sufficient length for extreme value analysis (20+ years) were discovered, accessed, and used to create return period plots (Figure 1).
Modeled hindcast datasets from the Wave Information Studies (WIS) for extreme value analysis (20+ years) were downloaded and saved to a JSON file and subsequently used to create return period plot (Figure 1).
Standards-based tools allowed extraction of NOAA Wavewatch III model output at the nearest point to the observation station, courtesy of the British Met Office Iris package.
An inline interactive map interface displays the locations of observation data and corresponding model grid points (Figure 2).
The maximum wave height from the modeled data event of interest was then plotted on the return period plot for comparison (Figure 3).
Figure 1: Return period plot of significant wave height for NDBC station 44014 and nearest WIS Station 63255.
Figure 2: Map showing locations of NDBC station (blue), nearest WIS station (green), and nearest Wavewatch III model grid point (purple).
Figure 3: Return period plot of significant wave height for NDBC station 44014 with max wave height from user specified event overlaid.
Easy Challenges: Identified and Fixed
The execution time of getting the data through the SOS server was extremely slow, so the data was extracted directly from a DAP endpoint.
Longer-term Challenges Identified
SOS is not ideal for extracting large datasets. The requests need to be split into 31 day requests ( #81 ) and the servers time out often. In this notebook I saw that the SOS server didn't contain the entire dataset #137.
Progress: 2A Extreme Waves
Successes
Figure 1: Return period plot of significant wave height for NDBC station 44014 and nearest WIS Station 63255.
Figure 2: Map showing locations of NDBC station (blue), nearest WIS station (green), and nearest Wavewatch III model grid point (purple).
Figure 3: Return period plot of significant wave height for NDBC station 44014 with max wave height from user specified event overlaid.
Easy Challenges: Identified and Fixed
Longer-term Challenges Identified