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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.

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