1 Web-Based Data Archive, Monitoring, and Mining Tool Jeffrey A. Melby, PhD USACE ERDC Coastal and Hydraulics Lab 5-5-11.

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Presentation transcript:

1 Web-Based Data Archive, Monitoring, and Mining Tool Jeffrey A. Melby, PhD USACE ERDC Coastal and Hydraulics Lab CSTORM-DB/VS

2 Goals –Long-term archive/database of measured and modeled coastal storm data –Real-time data streaming –Easily accessible data; search, browse, visualize –Contextual data products and tools that support federal decision making Risk management/assessment/communication Project design and evaluation Emergency management, operations

3 CSTORM-DB/VS Coastal Storm Database CSTORM-VS Web App with Google Earth Plug-In Coastal Storm HDF5 Archive USACE KML and Data Servers CSTORM Data Processing and Visualization System CSTORM-DB Storm Server External KML and Data Servers Desktop PC Personal Google Earth App

4 Proof-Of-Concept System, 2010 Storm mining tool with Google Earth interface to data and products 43 TB RAID NAS for archive HDF5 archive of meteorological, ADCIRC/STWAVE data –Structure, deflator/inflator tools, metadata search tools –Model grid, bathymetry, setup, input, output, results –Gulf of Mexico LACPR, MSCIP hurricanes –Historical measured waves, water levels, met data Database –Summary information for hurricanes - hurricane track, pressure, wind, wave, max wind, max wave and max water level data –Example graphical products: wind, wave, water level color fill contour maps, tracks, vector plots – 3 storms –Animations of color-fill contour maps – 3 storms –Fast search and extraction capability of summary storm info –Save points from model time series, 2D plotting of time series Storm query tool based on landfall location, min central pressure, wind speed Web links: NOAA/USGS/USACE gage data, real-time data Any KML: New Orleans levee GIS and BFE water level contour CSTORM-DB/VS

5 Data Archive HDF5 Archive: Compact efficient storage of SMS, CSTORM-MS modeled data (setup, input, results). Fast search, import and export capability.

6 Home Screen

Adding Stations

Station Information View Plots, Data

9 Max. Water Elevation Max. Velocity Max. Wind Velocity Water Elevation Track Information

Layers Bathymetry Model Grid Data Stations Live Stations Storm Tracks Refresh Update Live Stations L a y e r O p t i o n s Storm Options Max. Water Elevation Max. Velocity Max. Wind Velocity Water Elevation Storm001 Refresh >>>> Contour plots

Display Plot Value Vector Favorites Stations Storms East Bank West Bank New Canal Shell Beach Grand Isle MS River East MS River West Amerada Pass Station New Parameters Water Level Predicted Measured - Precipitation Waves - Winds - Display Plot Value Vector Wave Height Wave Direction Peak Wave Period Average Wave Period Wind Speed Wind Direction Rate of Change Refresh Update Live Stations 20 minutes since last update….. Update Stations KML files, real-time measurements

12 FY11 Capabilities Archive: –HDF5 data archive to include measured data, wind fields, modeled storms, metadata, data standards –XMDF (ERDC HDF5 standard) compatibility with SMS, etc Administration Module: –Archive/database viewing, importing, exporting, and general data management Database –Mongo-DB –12-day storm time series of all synoptic parameters User Interface Module: web app with layered GUI surrounding Google Earth plugin Data storage hardware system Publish tool to USACE web portal

13 FY11 Capabilities Regional context from pulldown menu (State, District, FEMA) Storm list by region Google Earth with regionalization capability Region-aware display of pre-processed data products Plotting Module: Planview and 3D plots, 2D time series plots Semi-transparent blue water Google Earth flood map Extremal analysis module Wave, wind and water level analysis module Color/icon code gage sites to indicate gage type, data type and data availability. Color code gages not presently operating Ice data visualization Analysis Capabilities

14 FY11 Capabilities FEMA Reanalysis Data –Region V (Great Lakes) –Region IV, VI, VII (GoM) –Region III South Pacific SWIMS Data Storm summary for all coasts (HURDAT, new summary) PBL, CFSR, other modeled meteorological data ADCIRC (pre and post-coupled), STWAVE, WAM… Historical measurements (waves, Met, WLs, stream flow) Ice General storm-specific information Data

15