Web-based Tools for Accessing, Analyzing and Developing Environmental Data Products Frank Schwing NOAA Fisheries Southwest Fisheries Science Center/ Environmental.

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Presentation transcript:

Web-based Tools for Accessing, Analyzing and Developing Environmental Data Products Frank Schwing NOAA Fisheries Southwest Fisheries Science Center/ Environmental Research Division Pacific Grove CA NOAA NODC June 24, 2009

Roy Mendelssohn, Lynn deWitt, Bob Simons, David Foley, Jerome King (NMFS/SWFSC/ERD) Sharon Mesick, Rost Parsons, Eric Roby, Charles Carlton (NESDIS/NCDDC) Steve Hankin (OAR/PMEL) NOAA IOOS Program (Zdenka Willis, Becky Shuford) NOAA EGT (Steve Murawski, Mike Ford) Web-based Tools for Accessing, Analyzing and Developing Environmental Data Products

Service Oriented Architecture for GEO-IDE

ERDDAP provides a technological basis for translation between data transport protocols and the needs of data users Aggregates data from remote and local sources Search options Standardized requests Multiple format options /URL notification of dataset changes Web application (for humans) Web service (single URL brings data into R, matlab, etc.) ERDDAP - Web-based Data Access Program

providing data to researchers animal tagging and tracking chlorophyll bloom watches stock assessment ocean climate analysis California Current pelagic IEA used in Cyber Infrastructure of NSF-funded “Ocean Observatories Initiative” ERDDAP - Web-based Data Access Program

[hyperwarp:/applications/ErdJava] rmendels%./ConvertTable " 5" 2 result.nc 1 observationhttp://oceanwatch.pfeg.noaa.gov/opendap/GLOBEC/GLOBEC_bottle?t0,oxygen&month= 5 [hyperwarp:/applications/ErdJava] rmendels%./ConvertTable " 5" 2 result.nc 1 observationhttp://oceanwatch.pfeg.noaa.gov/opendap/GLOBEC/GLOBEC_bottle?t0,oxygen&month= 5 [hyperwarp:/applications/ErdJava] rmendels% ncdump -h result.nc netcdf result { dimensions: observation = 190 ; variables: double t0(observation) ; t0:long_name = "Temperature T0" ; double oxygen(observation) ; oxygen:long_name = "Oxygen" ; // global attributes: :id = "result" ; :observationDimension = "observation" ; } [hyperwarp:/applications/ErdJava] rmendels% ncdump -h result.nc netcdf result { dimensions: observation = 190 ; variables: double t0(observation) ; t0:long_name = "Temperature T0" ; double oxygen(observation) ; oxygen:long_name = "Oxygen" ; // global attributes: :id = "result" ; :observationDimension = "observation" ; } JAVA Java-based browsers Python web developers

CoastWatch Browser

Providing climatologies & anomalies made possible by NOAA’s R&O program Aug 2007 Prim. Prod. Aug 2007  Prim. Prod.  or choose anomaly dataset from list Viewing Anomalies

Simply clicking on any point on the map will generate a timeseries at that location. Science quality satellite timeseries are crucial to NMFS PP, Aug °N, °E  38.5°N, 234.5°E Viewing Time Series

AVHRR SST from 4/27-5/ Overlay of in-situ SST data from NDBC buoys from the same time period Ability created in response to needs of IOOS RAs Comparing Data Sets

R-based applications

MATLAB applications

Client-based tool to import 4-dimensional environmental data from web directly into selected working environments, including Matlab, R and IDL Key features: One option allows the selection of data in a user-selected region along arbitrary tracks. This allows the analyst to “swim” with the animals through data fields while reducing strain on bandwidth and other technical infrastructure. No fuss, no muss with file formats: the data is imported as a variable in the given workspace. Access to a variety of data is built in, but it can potentially access data served by any interoperable web service (e.g., WCS and OPeNDAP) as recommended by IOOS. FPI SST Leatherback Turtles Xtract-O-Matic

Web-based Data Services

TAGGING OF PACIFIC PELAGICS 21 species; 4,000 tags; 2 Million profiles Tracking, conservation, ocean observation Top Predator Exploration of the Pacific Ocean

Public access to latest animal tracks along with environmental data:

Public access to latest animal tracks: Public access to latest animal tracks along with environmental data:

Leatherback Sea Turtle Public access to latest animal tracks: Public access to latest animal tracks along with environmental data:

110 leatherback turtle tags with tracks Metadata and track download for each tag deployment timeline Private (PI) access to all animal tracks along with environmental data

Download a variety of environmental data along with the track as images or text SST Private (PI) access to all animal tracks along with environmental data

Download a variety of environmental data along with the track as images or Text Private (PI) access to all animal tracks along with environmental data View in Google Earth

THREDDS catalogs

Customized services for IEA development

Next Steps Increase number of data sets served in a CC virtual Data Assembly Center (vDAC) Expand beyond IOOS core variables Modify ERDDAP software to provide enhanced integration with selected IOOS DIF and Regional Ecosystem Data Management (REDM) data services Prototype implementation of services into IEA models for the California Current and Gulf of Mexico Regions Expand CC LME “tool box” and expand to GoMx Use integrated data system to develop specific regional IEAs Puget Sound, CA Current pelagics, No. GoMx Dashboard features —> PDA apps

Goal of an Integrated Data System IEAs must provide an efficient, transparent means of summarizing the status of ecosystem components, screening and prioritizing potential risks, and evaluating alternative management strategies against a backdrop of environmental variability. To accomplish this goal, need to access a wide- spectrum of ocean observing data, and transform these data into formats of use to the systems involved in the IEA analyses.

Rationale for an Integrated Data System Vast and diverse data holdings and observing systems Multiple partners/datasets/stakeholders/clients Efficient and effective management of distributed data Easy & customized access to/use of multi- disciplinary data sources Common tool box for visualization & analysis products and delivery in easy-use formats Need for a National Model (other regions, priorities) NOAA, EGT, IOOS priority

Requirements for an Integrated Data System Large volumes of data in many formats and locations, many preferred applications and functions, serving a spectrum of users needs and abilities Requires a cost-effective interoperable system that is standardized yet flexible, easy to use yet capable of meeting a myriad of complex needs, and delivering timely and synthesized information

A NOAA Need to Integrate Data Global climate system not well understood Characterize the state of the global climate system and its variability Coastal populations at risk, including coastal hazards and coastal development and urbanization Improved models (e.g., coastal inundation, hurricane intensity, and harmful algal bloom model) Ocean, coastal, and Great Lakes ecosystems at risk, including the hydrological and biogeochemical cycles, and ecosystem health and productivity Improved ecosystem assessments and models Updated management approaches Improved access to data, and scientific information Core Variables Temperature Salinity Sea Level Surface currents Ocean color Bathymetry Surface waves Ice distribution Contaminants Dissolved nutrients Fish species Fish abundance Zooplankton species Optical properties Heat flux Bottom character Pathogens Dissolved O 2 Phytoplankton species Zooplankton abundance Integration Long-term data series, coordinated in space and time Integrated Ecosystem Assessment Harmful Algal Bloom Model Hurricane Intensity Model Coastal Inundation Model Decision Tools ProblemNeed

ARGO Profiling Satellites Drifting Buoys NOAA Ships VOS (xbt) Weather Buoys DART C-MAN NWLON CREIOS SWIM SWMP Tropical Moored Buoys NOAA Ship Archive ARGO Delayed data NMFS OAR Single Sat. Pass Data Multiple Sat. Pass Data NCDC NODC CLASS GDAC NDBC NCDDC NERRS CDMO AOML PACIFIC I. FSC CO-OPS OSDPP COAST WATCH NOAA Ship Synoptic Core Variable Integration Problem: Temperature (Example) PLATFORMData DistributionArchive