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BUILDING STRONG ® Network-Scale Environmental Analytics WU Task Title: Network-Scale Environmental Analytics Lead: Matthew Farthing (25 %; 480 hrs) Task Description: Network-wide predictions of traffic-ability and route conditions due to environmental conditions (e.g., weather, hydrological forcing) in regions with limited traditional data (e.g., stream gauges) but growing access to remotely sensed products. Deliverable(s): Environmental Tool (major supply route conditions, weightings due to Environment) Personnel Team Member(s): Mike Follum (40%; 768 hrs) FY 13, LTT FY 14, FY 15 Resume Mark Jourdan (10%; 200 hrs), McKinley (25%), Nawa Pradhan (25%; 960 hrs), Kevin Winters (50%) FY 14 FY 17, Jeff Ellis (Bowhead, 15%) FY 14 Start Date: Jan. 2013 Completion Date: Sept. 2017 Resource Requirements: 300K (FY 13), 300K (FY 14—FY 17) Status: On time with deliverables for FY13 1
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BUILDING STRONG ® Local-Scale Environmental Analytics WU Task Title: Local-Scale Environmental Analytics Lead: Matthew Farthing (25 %; 480 hrs) Task Description: Localized predictions of traffic-ability and route conditions in data poor environments. Provide fidelity in physical and numerics to resolve processes at the meter scale. Focus is on local conditions FOB forward. Deliverable(s): Environmental Tool (local surface physics, Threat, Socio-cultural analysis) Personnel Team Member(s): Stacy Howington (30 %; 576 hrs), Hensley/Trahan (30%; 576 hrs) Nawa Pradhan (35 %; 480 hrs), McKinley (25%; 480 hrs) Start Date: FY 14 Completion Date: FY 17 Resource Requirements: 300K (FY14—FY17) Status: Work unit starts in FY14. 2
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BUILDING STRONG ® Theater to Unit Scale Environmental Impacts Model Domain: 7632 mi 2 River Length (main stem): 245 mi Mesh (2D 0.3 M, 3D 7 M) CREST based model FOB forward to patrol base may need meter scale resolution and more physics Theater Scale Resolution ≈ 1-25 km
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BUILDING STRONG ® Challenges Sparse availability of traditional data (soil, gauge) in locations we care about Need to exploit remotely sensed data to fill in these gaps ► Transition Scales ► Infer modeled quantities (soil moisture) from measured properties (surface heat fluxes) Provide useful predictions at needed resolution in timely manner 4
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BUILDING STRONG ® Transitioning scales: Downscaling parameters From Hendrickx, Pradhan, et al. SEBAL derived IC (a), GSSHA with constant ICs (b-e), GSSHA with SEBAL IC (f)
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BUILDING STRONG ® Local Scale Remote Sensing Airborne or vehicle-mounted Electro-optical, infrared, and radar are most common Flightlines are 10s of meters by 1000s of meters – generates a lot of imagery Can we leverage pre-existing platforms and sensors to get relevant quantities (e.g., soil moisture)
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BUILDING STRONG ® Example Products Spatially distributed maps and red-amber green charts for route conditions ► Weather-driven hydrology ► Threat and Socio-cultural conditions (FY 16—FY 17) Route-integrated weighting for Network Model traffic-ability based on current and predicted environmental conditions Planning tool for route and CRSP/FOB yard placement for phase 0 planning 7
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BUILDING STRONG ® Environmental Tool Map Products 8 Example of Route Specific Guidance Route Flood Vulnerability
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BUILDING STRONG ® Distribution Analytics Task List
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BUILDING STRONG ® Distribution Analytics Task List
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BUILDING STRONG ® Task/Milestone Schedules 11 FY 13-14
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BUILDING STRONG ® Task/Milestone Schedules 12 FY 15-17
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BUILDING STRONG ® Questions?
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