2011 - Cooperative Institute for Research in Environmental Sciences ...
2011 - Cooperative Institute for Research in Environmental Sciences ...
2011 - Cooperative Institute for Research in Environmental Sciences ...
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statistical measurements such as the m<strong>in</strong>imum, maximum,<br />
mean and root-mean-square error (RMSE). These products<br />
are be<strong>in</strong>g used to assess the effects of different gridd<strong>in</strong>g<br />
algorithms and near-shore morphologic features on the<br />
accuracy of DEMs <strong>in</strong> areas with vary<strong>in</strong>g relief and data<br />
density.<br />
The split-sample computer program is also useful <strong>for</strong><br />
determ<strong>in</strong><strong>in</strong>g the optimal gridd<strong>in</strong>g algorithm parameters<br />
based on surface relief and data density <strong>in</strong> order to<br />
m<strong>in</strong>imize DEM <strong>in</strong>terpolation errors. A new addition to<br />
the program will quantify the uncerta<strong>in</strong>ty of <strong>in</strong>terpolated<br />
elevations <strong>in</strong> DEMs us<strong>in</strong>g the range of <strong>in</strong>terpolation errors<br />
from the various gridd<strong>in</strong>g algorithms at the DEM cellscale.<br />
This will improve our understand<strong>in</strong>g of the spatial<br />
variability of uncerta<strong>in</strong>ty <strong>in</strong>troduced by gridd<strong>in</strong>g algorithms,<br />
and the propagation of that uncerta<strong>in</strong>ty <strong>in</strong>to the<br />
model<strong>in</strong>g of tsunami <strong>in</strong>undation. The impacts on coastal<br />
<strong>in</strong>undation that result from tsunami model<strong>in</strong>g on divergent<br />
DEMs developed with various gridd<strong>in</strong>g algorithms<br />
will be assessed at Crescent City, Calif., us<strong>in</strong>g the historic<br />
1964 tsunami event.<br />
Milestone 3. Develop techniques and software to process raw<br />
Deep-ocean Assessment and Report<strong>in</strong>g of Tsunamis (DART)<br />
data with various time discretization and record lengths<br />
to produce high-quality data sets <strong>for</strong> climate and tsunami<br />
research.<br />
Dur<strong>in</strong>g FY11, CIRES staff at the NGDC developed a set<br />
of programs <strong>for</strong> control, validation, process<strong>in</strong>g and visualization<br />
of raw DART data. DART data are of two types:<br />
1) high-resolution 15-second retrospective records and 2)<br />
irregularly sampled real-time transmitted data. The ma<strong>in</strong><br />
purpose of DART data is early detection and warn<strong>in</strong>g of<br />
tsunamis <strong>in</strong> the open ocean. Their real-time use by the<br />
NOAA Tsunami Warn<strong>in</strong>g Centers improves the tsunami<br />
<strong>for</strong>ecasts and ref<strong>in</strong>es the tsunami source parameters. In<br />
most of the cases, the tsunami signal is about 3-5 percent<br />
of the recorded amplitude, and high precision process<strong>in</strong>g<br />
is required. The <strong>in</strong>struments are deployed on the ocean<br />
floor <strong>for</strong> up to 48 months at depths up to 6,000 meters. As<br />
with any scientific <strong>in</strong>strumentation, various <strong>in</strong>strument<br />
issues are identified and fixed throughout the data control<br />
and validation process<strong>in</strong>g. The tidal signal that usually<br />
accounts <strong>for</strong> more than 90-95 percent of the variance of the<br />
DART records is removed by a redesigned and customized<br />
tidal fitt<strong>in</strong>g high-precision code. An additional filter<br />
is used to process the residuals that conta<strong>in</strong> the tsunami<br />
signal.<br />
More than 85 archived DART high-resolution records<br />
are processed and available on the NGDC website. This<br />
unique data set of long-term observations is used by researchers,<br />
hazard managers and many other users all over<br />
the world. We have also processed the real-time DART<br />
data from the Chilean Feb. 27, 2010, and Tohoku March 11,<br />
<strong>2011</strong>, earthquakes and tsunamis, and posted them on the<br />
NGDC website.<br />
Milestone 4. Enhance onl<strong>in</strong>e and offl<strong>in</strong>e access and delivery<br />
of hazards data.<br />
CIRES staff at the NGDC have improved data discovery<br />
and access to hazards data. New map services and <strong>in</strong>teractive<br />
maps have been created us<strong>in</strong>g ArcGIS Server and<br />
the ArcGIS JavaScript API. The <strong>in</strong>teractive maps feature<br />
90 CIRES Annual Report <strong>2011</strong><br />
Figure 3: Screen grab of <strong>in</strong>teractive DART event page describ<strong>in</strong>g the<br />
March 11, <strong>2011</strong>, Tohoku tsunami. Map depicts earthquake location,<br />
tsunami travel times and locations of DART buoys <strong>in</strong> the northern<br />
Pacific Ocean. Inset shows processed DART data <strong>for</strong> the two closest<br />
stations, with clear record<strong>in</strong>gs of the earthquake (on left) and subsequent<br />
tsunami (to the right).<br />
Figure 4: The Natural Hazards Viewer, an ArcGIS Server <strong>in</strong>teractive map<br />
provides access to NGDC’s historical Natural Hazards database. Shown<br />
are observations of the March 11, <strong>2011</strong>, tsunami along Japan’s coast.<br />
<strong>in</strong>creased usability, improved per<strong>for</strong>mance and enhanced<br />
cartography.<br />
The NGDC Natural Hazards database can be explored<br />
us<strong>in</strong>g a powerful new <strong>in</strong>teractive map <strong>in</strong>terface (http://<br />
maps.ngdc.noaa.gov/viewers/hazards) that <strong>in</strong>tegrates<br />
historical tsunami events, tsunami observations, significant<br />
earthquakes, volcanic eruptions and water-level data<br />
from open-ocean buoys and coastal tide gauges.<br />
Discovery of and access to coastal DEMs at NGDC<br />
(http://www.ngdc.noaa.gov/mgg/coastal/coastal.<br />
html) have also been enhanced us<strong>in</strong>g the Grails database<br />
framework. DEM search pages now <strong>in</strong>clude <strong>in</strong>teractive<br />
maps depict<strong>in</strong>g spatial coverage of the DEMs, along with<br />
shaded-relief visualizations. An RSS subscription feed announces<br />
the latest releases and updates.<br />
The new map services are accessible via standard Open<br />
Geospatial Consortium (OGC) protocols such as WMS<br />
and WFS, which can be consumed by a variety of clients<br />
both <strong>in</strong>side and outside NGDC.