Post on 29-Dec-2015
transcript
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DART Data Access in Real
Time
Project ID 1996-019-00FY2013-FY2017
Columbia Basin ResearchUniversity of Washington
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Purpose of DARTTo
provide web-based data repository and analysis services
for
the real-time management and long-term planning
of
Columbia Basin fisheries, water and hydroelectric resources
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DART Objectives
1) Integration of primary regional data sources
2) Monitor juvenile & adult fish status
3) Assist agencies in analysis of data
4) Develop new analysis tools to promote efficient coordination of Columbia Basin research and management
DART integrates and serves data to the region
PSMFC FPC PUDs USACE USGS NMFSTribes & States
DART Data Access in Real Time
State Agencies(72/day)
Universities(44/day)
Other(49/day)
Federal(119/day)
Tribes(21/day)
(average queries/day)
How DART Fits In
DART actively maintains relationships with16 regional projects
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The design of DARThas evolved to accommodate the increasing variety and amount
data
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In 1994 DART gathered data from 21 sites in near Real-Time
Project Data
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DART now gathers data from 1055 Sites
Project Water Quality Flow Ocean Data Screw Traps PIT Rls PIT Obs
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
800,000
900,000
1,000,000
1992 1998 2004 2010 2016
Da
ta Q
ue
rie
s/y
r
DART usage has increased linearly for two decades
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Overview of Analysis
Primary Data Archive, Organized Analyzed
PSMFCPIT Tag
FPCSmolt Index
Hatchery ReleasesTransport
PUDsRiver
Adult Passage
USACERiver – ProjectWater QualityAdult Passage
USGSStreamflow
Temperature
NMFSOcean
Tribes & States Trap
Adult Passage
DART Data Access in Real Time
Archive Integrate
Graphs
Tabular Reports
Forecast Tools
Analysis Tools
ESU / DPS Stocks
Adult Conversion Rate
Survival & SAR Analysis
Travel Time
Juvenile Passage
Adult Run Size
Water Quality
Exposure Analysis
Data Filtering
Services
Specialized Data Preparation
Efficient Access
Reporting
PIT Tag Life Stage Identification
Adult Run Timing
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DART Web-based Data Retrieval and Analytical Processing
Archive regional data and provide standardized access of data from 1938 through the present
Data extraction and graphs tools efficiently integrate data by location and time
Online analyses for user defined selections of real-time and historical data
Complex data aggregation and analysis for monitoring status and trends of populations
Specialized data retrieval and analyses for scientists and managers upon request
Newest ToolColumbia Basin Instream
Arrays & Subbasins
with Interrogation and Recapture datasets
WDFW needed to analyze complex
movement of individual fish
Notable Management Results1996 at request of BPA to serve needs of NOAA and TMT inseason management, developed aggregation
processes to identify and report on the migration of ESU / DPS populations based on PTAGIS data
2002 developed Adult PIT Tag Conversion Rate analysis tool in response to NOAA and expanded to further meet requests from Grant County PUD and Douglas County PUD
2002 provided reservoir elevations and flows for the NW Power and Conservation Council’s Power Supply Outlook Update web page on a daily basis
2006 implemented a life stage filter to identify and aggregate PIT Tag observations by life stage
2009 developed ability to examine winter runs to all appropriate web-based queries in response to Yakima Basin Fish & Wildlife Recovery Board request
2009 in response to NW River Partners and AMIP developed Adult Passage All Species Summary report that includes comparison by species of current year cumulative passage to 4 and 10 year running averages
2010 at request of Hood River Production Program Confederated Tribes of Warm Springs, developed the PIT Tag Release and Observation Summary with Tag File Selection query for generating survival and travel time estimates
2011 developed Valid Sample List and Sample Time reporting for the Integrated Status and Effectiveness Monitoring Program (ISEMP) to assist Idaho Fish and Game, Nez Perce Tribe, Quantitative Consultants, Inc., NOAA in "year-around" PIT tagging operation at Lower Granite Dam Ladder Trap to estimate escapement of adult spring/summer Chinook salmon and steelhead in Snake River tributaries
2011 in cooperation with WDFW and response to AMI, developed report and analysis suite, integrating PTAGIS interrogation and recapture datasets, to address the growing needs for specialized reporting for the PIT Tag Instream Arrays being deployed in Intensively Monitored Watersheds (IMWs)
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Benefits Fish and Wildlife Management
The DART project provide valuable information on fish populations and the hydrosystem to research, management and the public. Database: a single portal of historical and real time information
increases data management efficiency. Analysis Tools: designed in collaboration with researchers and
managers, fish status, trends and river conditions are efficiently evaluated.
Forecast Tools: daily forecasts of juvenile/adult salmon passage plus temperature and dissolved gas levels allow in-season adaptive management of hydrosystem operations.
Staff: provides data integration, data aggregation, data assembly, and analysis to users in the region.
Staff
J. Anderson (PI), S. Iltis (Web content, Sys Admin),
C. Van Holmes (Database Manager), C. Muongchanh (Project Administrator)
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Examples of DART Cites in Literature
Anderson, JJ, Gurarie, E & Zabel, RW 2005. Mean free-path length theory of predator-prey interactions: Application to juvenile salmon migration. Ecological Modelling, 186, 196-211.
Clemens, BJ, Clements, SP, Karnowski, MD, Jepsen, DB, Gitelman, AI & Schreck, CB. 2009. Effects of Transportation and Other Factors on Survival Estimates of Juvenile Salmonids in the Unimpounded Lower Columbia River. Transactions of the American Fisheries Society, 138, 169-188.
Crozier, LG, Hendry, AP, Lawson, PW, Quinn, TP, Mantua, NJ, Battin, J, Shaw, RG & Huey, RB. 2008. Potential responses to climate change in organisms with complex life histories: evolution and plasticity in Pacific salmon. Evolutionary Applications, 1, 252-270.
Haskell, CA, Tiffan, KF & Rondorf, DW. 2006. Food habits of juvenile American shad and dynamics of zooplankton in the lower Columbia River. Northwest Science, 80, 47-64.
Hershberger, PK et al., 2010. Amplification and transport of an endemic fish disease by an introduced species. Biological Invasions, 12, 3665-3675.
Johnson, GE, Anglea, SM, Adams, NS & Wik, TO. 2005. Evaluation of a prototype surface flow bypass for juvenile salmon and steelhead at the powerhouse of Lower Granite Dam, Snake River, Washington, 1996-2000. North American Journal of Fisheries Management, 25, 138-151.
Johnson, LL, Willis, ML, Olson, OP, Pearce, RW, Sloan, CA & Ylitalo, GM. 2010. Contaminant Concentrations in Juvenile Fall Chinook Salmon from Columbia River Hatcheries. North American Journal of Aquaculture, 72, 73-92.
Keefer, ML, Boggs, CT, Peery, C & Caudill, CC. 2008. Overwintering distribution, behavior, and survival of adult summer steelhead: Variability among Columbia River populations. North American Journal of Fisheries Management, 28, 81-96.
Keefer, ML, Moser, ML, Boggs, CT, Daigle, WR & Peery, CA. 2009. Effects of Body Size and River Environment on the Upstream Migration of Adult Pacific Lampreys. North American Journal of Fisheries Management, 29, 1214-1224.
Keefer, ML, Peery, CA & Caudill, CC. 2008. Migration timing of Columbia River spring Chinook salmon: Effects of temperature, river discharge, anti ocean environment. Transactions of the American Fisheries Society, 137, 1120-1133.
Larsen, DA, Beckman, BR, Cooper, KA, Barrett, D, Johnston, M, Swanson, P & Dickhoff, WW. 2004. Assessment of high rates of precocious male maturation in a spring Chinook salmon supplementation hatchery program. Transactions of the American Fisheries Society, 133, 98-120.
Maier, GO & Simenstad, CA. 2009. The Role of Marsh-Derived Macrodetritus to the Food Webs of Juvenile Chinook Salmon in a Large Altered Estuary. Estuaries and Coasts, 32, 984-998.
McLellan, HJ., Hayes, SG & Scholz, AT. 2008. Effects of reservoir operations on hatchery coastal rainbow trout in Lake Roosevelt, Washington. North American Journal of Fisheries Management, 28, 1201-1213.
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Cited in Published Literature
Meeuwig, MH & Bayer, JM. 2005. Morphology and aging precision of statoliths from larvae of Columbia River basin lampreys. North American Journal of Fisheries Management, 25, 38-48.
Meeuwig, MH, Bayer, JM & Reiche, RA. 2006. Morphometric discrimination of early life-stage Lampetra tridentata and L. richardsoni (Petromyzonidae) from the Columbia River Basin. Journal of Morphology, 267, 623-633.
Meeuwig, MH, Bayer, JM & Seelye, JG. 2005. Effects of temperature on survival and development of early life-stage pacific and western brook lampreys. Transactions of the American Fisheries Society, 134, 19-27.
Mueller, RP, Moursund, RA & Bleich, MD. 2006. Tagging juvenile pacific lamprey with passive integrated transponders: Methodology, short-term mortality, and influence on swimming performance. North American Journal of Fisheries Management, 26, 361-366.
Naughton, GP, Caudill, CC, Keefer, ML, Bjornn, TC, Peery, CA & Stuehrenberg, LC. 2006. Fallback by adult sockeye salmon at Columbia River dams. North American Journal of Fisheries Management, 26, 380-390.
Naughton, GP, Caudill, CC, Peery, CA, Clabough, TS, Jepson, MA, Bjornn, TC & Stuehrenberg, LC. 2007. Experimental evaluation of fishway modifications on the passage behaviour of adult Chinook salmon and steelhead at Lower Granite Dam, Snake River, USA. River Research and Applications, 23, 99-111.
Naughton, GP, Jepson, MA, Peery, CA, Brun, CV & Graham, JC. 2009. Effects of Temporary Tributary Use on Escapement Estimates of Adult Fall Chinook Salmon in the Deschutes River, Oregon. North American Journal of Fisheries Management, 29, 1511-1518.
Paulsen, CM, Hinrichsen, RA & Fisher, TR. 2007. Measure twice, estimate once: Pacific salmon population viability analysis for highly variable populations. Transactions of the American Fisheries Society, 136, 346-364.
Reischel, TS & Bjornn, TC. 2003. Influence of fishway placement on fallback of adult salmon at the Bonneville Dam on the Columbia River. North American Journal of Fisheries Management, 23, 1215-1224.
Salinger, DH, & Anderson, JJ. 2006. Effects of water temperature and flow on adult salmon migration swim speed and delay. Transactions of the American Fisheries Society, 135, 188-199.
Smith, SG, Muir, WD, Hockersmith, EE, Zabel, RW, Graves, RJ, Ross, CV, Connor, WP & Arnsberg, BD. 2003. Influence of river conditions on survival and travel time of Snake River subyearling fall chinook salmon. North American Journal of Fisheries Management, 23, 939-961.
Tiffan, KF, Haskell, CA & Rondorf, DW. 2003. Thermal exposure of juvenile fall chinook salmon migrating through a lower Snake River Reservoir. Northwest Science, 77, 100-109.