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NCRST — Infrastructure Management Val Noronha University of California, Santa Barbara NCRST — Infrastructure Management Val Noronha University of California, Santa Barbara

What is NCRST ¨ ¨ ¨ Funded under TEA-21, 1998 US DOT: Research & What is NCRST ¨ ¨ ¨ Funded under TEA-21, 1998 US DOT: Research & Special Programs Administration Philosophy: rapid evolution of research into commercial products, practice User consultation and outreach Partnerships: industry, international Tri-states 2001 -08 -14 # NCRST

Guiding Principles ¨ Rapid evolution of basic research to deployment ¨ Universities feed private Guiding Principles ¨ Rapid evolution of basic research to deployment ¨ Universities feed private sector: Technology Application Partners ¨ Universities engage in consultation and outreach Tri-states 2001 -08 -14 # NCRST

Four NCRSTs ¨ Environment — Mississippi ¨ Infrastructure — California ¨ Flow — Ohio Four NCRSTs ¨ Environment — Mississippi ¨ Infrastructure — California ¨ Flow — Ohio ¨ Hazards — New Mexico Tri-states 2001 -08 -14 # NCRST

Consortium Members California ¨ ¨ ¨ ¨ Goodchild Church [Estes] Roberts Manjunath Gerges Noronha Consortium Members California ¨ ¨ ¨ ¨ Goodchild Church [Estes] Roberts Manjunath Gerges Noronha Iowa Wisconsin Souleyrette ¨ Hallmark ¨ Andrle ¨ ¨ Florida Shrestha ¨ Degner ¨ Tuell ¨ GPCI NM ¨ Tri-states 2001 -08 -14 # Vonderohe ¨ Scarpace ¨ Adams Fletcher NCRST

Technology Application Partners ¨ Orb. Image — Terry Lehman ¨ ASL Tetra. Tech — Technology Application Partners ¨ Orb. Image — Terry Lehman ¨ ASL Tetra. Tech — Bill Lyte Tri-states 2001 -08 -14 # NCRST

Steering Committee Advisor: Chris Lee ¨ Industry ¨ • • ¨ Earthdata — K Steering Committee Advisor: Chris Lee ¨ Industry ¨ • • ¨ Earthdata — K Schuckman GDT — Don Cooke Intermap — Ron Birk Oracle — Xavier Lopez State DOTs • CA — Diane Pierzinski • IA — Ian Mac. Gillivray Tri-states 2001 -08 -14 # ¨ Academic • IN — Bill Black • SC — John Jensen ¨ ITS Research • JPL — Bob Barrett • ITS T 2 — Linda Howe ¨ Feds • FHWA — Roger Petzold • USGS — Steve Guptill NCRST

Outline ¨ Directions ¨ Research Projects ¨ Mid. West DOT Directions Tri-states 2001 -08 Outline ¨ Directions ¨ Research Projects ¨ Mid. West DOT Directions Tri-states 2001 -08 -14 # NCRST

DIRECTIONS Tri-states 2001 -08 -14 # DIRECTIONS Tri-states 2001 -08 -14 #

How to impact Infra Management? Information* on location and condition of infrastructure assets is How to impact Infra Management? Information* on location and condition of infrastructure assets is critical to effective management *data processed into information products used in decision making Tri-states 2001 -08 -14 # NCRST

Research Production Line Problem Needs analysis Sensor technology Decision/solution Education & outreach Image processing Research Production Line Problem Needs analysis Sensor technology Decision/solution Education & outreach Image processing tech Data integration Analysis/process model Data management Data models, communication Tri-states 2001 -08 -14 # NCRST

RESEARCH PROJECTS Tri-states 2001 -08 -14 # RESEARCH PROJECTS Tri-states 2001 -08 -14 #

DOT Priorities — 1 ¨ Accurate centerline maps consistently identified as a high priority, DOT Priorities — 1 ¨ Accurate centerline maps consistently identified as a high priority, by photogrammetry and IT staff in DOTs ¨ Critical resource for • ITS, EMS • Highway management: integration of linear referenced archives with GPS Tri-states 2001 -08 -14 # NCRST

Road Centerline Extraction Find pixels that represent road … hyperspectral library ¨ Detect linear Road Centerline Extraction Find pixels that represent road … hyperspectral library ¨ Detect linear patterns, form centerlines ¨ Attach legacy attributes ¨ Compare costs and benefits ¨ Tri-states 2001 -08 -14 # NCRST

Easy Street ¨ New neighborhood ¨ Little or no foliage overhang ¨ Vehicles in Easy Street ¨ New neighborhood ¨ Little or no foliage overhang ¨ Vehicles in garage/driveway Tri-states 2001 -08 -14 #

Not so easy ¨ Repairs and surface coats ¨ Paint stripes ¨ Shadows ¨ Not so easy ¨ Repairs and surface coats ¨ Paint stripes ¨ Shadows ¨ Parked vehicles ¨ Foliage overhangs Tri-states 2001 -08 -14 #

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3 -step hyperspectral process MESMA Q-tree Vectorize Additional steps: clean, revisit, conflate Tri-states 2001 3 -step hyperspectral process MESMA Q-tree Vectorize Additional steps: clean, revisit, conflate Tri-states 2001 -08 -14 # NCRST

Desert Context — Landsat 7 Original image 6 -band, 28 m pixels Tri-states 2001 Desert Context — Landsat 7 Original image 6 -band, 28 m pixels Tri-states 2001 -08 -14 # Road map from Q-tree filter NCRST

Other centerline methods ¨ RS is one of several components of the solution ¨ Other centerline methods ¨ RS is one of several components of the solution ¨ Alternate technologies for (x, y) • GPS • Cell phone multi-path tracking • Emerging technologies in ITS ? Tri-states 2001 -08 -14 # NCRST

Error and Accuracy ¨ Acceptable accuracy: 1 mm or 10 m? ¨ Rural freeways Error and Accuracy ¨ Acceptable accuracy: 1 mm or 10 m? ¨ Rural freeways vs urban intersections ¨ Present vs future applications Tri-states 2001 -08 -14 # NCRST

GPS for Hwy Ops Hi end Lo end Tri-states 2001 -08 -14 # compatibility GPS for Hwy Ops Hi end Lo end Tri-states 2001 -08 -14 # compatibility NCRST

Low-end GPS units $250 Tri-states 2001 -08 -14 # $195 $150 NCRST Low-end GPS units $250 Tri-states 2001 -08 -14 # $195 $150 NCRST

Lane Discrimination Test Tri-states 2001 -08 -14 # NCRST Lane Discrimination Test Tri-states 2001 -08 -14 # NCRST

Lane Discrimination Test Tri-states 2001 -08 -14 # NCRST Lane Discrimination Test Tri-states 2001 -08 -14 # NCRST

Lane Discrimination Test Tri-states 2001 -08 -14 # NCRST Lane Discrimination Test Tri-states 2001 -08 -14 # NCRST

Lane Discrimination Test Tri-states 2001 -08 -14 # NCRST Lane Discrimination Test Tri-states 2001 -08 -14 # NCRST

Lane Discrimination Test Tri-states 2001 -08 -14 # NCRST Lane Discrimination Test Tri-states 2001 -08 -14 # NCRST

The one to beat … ¨ Convenience ¨ Price ¨ Can RS beat this? The one to beat … ¨ Convenience ¨ Price ¨ Can RS beat this? $150 at Staples Tri-states 2001 -08 -14 # NCRST

Big Picture Global scale — Logistics Tri-states 2001 -08 -14 # Local scale, esp Big Picture Global scale — Logistics Tri-states 2001 -08 -14 # Local scale, esp urban — Asset mgmt NCRST

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Validation ¨ ¨ ¨ Accuracy Turnaround time Cost Client response Developers’ response? Tri-states 2001 Validation ¨ ¨ ¨ Accuracy Turnaround time Cost Client response Developers’ response? Tri-states 2001 -08 -14 # NCRST

Tri-states 2001 -08 -14 # © 1999 Val Noronha All rights reserved NCRST Tri-states 2001 -08 -14 # © 1999 Val Noronha All rights reserved NCRST

Tri-states 2001 -08 -14 # NCRST Tri-states 2001 -08 -14 # NCRST

Data Model unifies Centerlines Tri-states 2001 -08 -14 # NCRST Data Model unifies Centerlines Tri-states 2001 -08 -14 # NCRST

DOT Priorities — 2 ¨ Program delivery is currently a high priority … require DOT Priorities — 2 ¨ Program delivery is currently a high priority … require information to facilitate projects • Integrated planning — construction costs, bridges, NIMBY, environment • Large scale mapping surveys (1: 500 to 1: 5000) Tri-states 2001 -08 -14 # NCRST

Corridor Analysis Alameda Corridor: rail line from port of Los Angeles and Long Beach Corridor Analysis Alameda Corridor: rail line from port of Los Angeles and Long Beach to downtown Los Angeles Tri-states 2001 -08 -14 # NCRST

Alameda Corridor Project Corridor analysis tool ¨ Rehabilitation of brown sites, redevelopment, facility siting Alameda Corridor Project Corridor analysis tool ¨ Rehabilitation of brown sites, redevelopment, facility siting ¨ Manage growth ¨ Tri-states 2001 -08 -14 # NCRST

DOT Priorities — 3 ¨ FHWA mandate: National Bridge Inventory requires bridge locations within DOT Priorities — 3 ¨ FHWA mandate: National Bridge Inventory requires bridge locations within ± 2 m ¨ Wisconsin DOT request Tri-states 2001 -08 -14 # NCRST

Current Bridge Record Tri-states 2001 -08 -14 # NCRST Current Bridge Record Tri-states 2001 -08 -14 # NCRST

Bridge Location Solution ¨ Overlay state DOT’s centerline on imagery of increasing resolution ¨ Bridge Location Solution ¨ Overlay state DOT’s centerline on imagery of increasing resolution ¨ Bridge. View — Arc. View extension ¨ Adjust location manually ¨ Update table with missing bridges Tri-states 2001 -08 -14 # NCRST

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DOT Priorities — 4 Tri-states 2001 -08 -14 # NCRST DOT Priorities — 4 Tri-states 2001 -08 -14 # NCRST

Pavement Condition Survey Tri-states 2001 -08 -14 # NCRST Pavement Condition Survey Tri-states 2001 -08 -14 # NCRST

Road Surface Modification Tri-states 2001 -08 -14 # NCRST Road Surface Modification Tri-states 2001 -08 -14 # NCRST

DOT Priorities — 5 Access & Safety ¨ ¨ ¨ $150 b/yr crash loss DOT Priorities — 5 Access & Safety ¨ ¨ ¨ $150 b/yr crash loss 40% preventable by improving access 2 -way left turn lanes Traffic control Pedestrian facilities Tri-states 2001 -08 -14 # NCRST

3 -D Applications LIDAR: ± 30 cm DEMs ¨ Uses ¨ • 3 -D 3 -D Applications LIDAR: ± 30 cm DEMs ¨ Uses ¨ • 3 -D Airport Approach Planning: FAA priority • Planning a new corridor: saves 30% on mapsurvey effort • Wireless tower location • Hydrology • Migration of coastlines Tri-states 2001 -08 -14 # NCRST

3 -D Airport Approach Planning Tri-states 2001 -08 -14 # NCRST 3 -D Airport Approach Planning Tri-states 2001 -08 -14 # NCRST

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DOT Priorities — 6 1/3 of California roads are not covered by police radio DOT Priorities — 6 1/3 of California roads are not covered by police radio ¨ Fiber/5. 9 GHz network coming ¨ GPS dropout areas ¨ Locate towers so as to minimize cost, maximize coverage ¨ Tri-states 2001 -08 -14 # NCRST

Interfaces & Tools Facilitate manual change detection by image flicker — red and green Interfaces & Tools Facilitate manual change detection by image flicker — red and green Tri-states 2001 -08 -14 # NCRST

Interfaces & Tools Facilitate manual change detection by splitting the viewer Tri-states 2001 -08 Interfaces & Tools Facilitate manual change detection by splitting the viewer Tri-states 2001 -08 -14 # NCRST

Synthesis Task ¨ Synthesis Report ¨ Web page ¨ Specialist meetings Tri-states 2001 -08 Synthesis Task ¨ Synthesis Report ¨ Web page ¨ Specialist meetings Tri-states 2001 -08 -14 # NCRST

Professional Development by Web Entry points Application tree: e. g. highway — centerlines End Professional Development by Web Entry points Application tree: e. g. highway — centerlines End points Glossary FAQ: focused questions Core curriculum: “tell me more about LIDAR” Tri-states 2001 -08 -14 # Blurbs Cookbooks Matrix of user needs Bibliography NCRST

Events ¨ CLEM 2001: Center. Line Extraction and Maintenance, specialist meeting, August 6 -7, Events ¨ CLEM 2001: Center. Line Extraction and Maintenance, specialist meeting, August 6 -7, Santa Barbara ¨ TRB 2001 ¨ International workshop with Chinese University of Hong. Kong, 2002 Tri-states 2001 -08 -14 # NCRST

1 Tri-states 2001 -08 -14 # 1 Tri-states 2001 -08 -14 #

MID WEST DO T DIRECTIONS Tri-states 2001 -08 -14 # MID WEST DO T DIRECTIONS Tri-states 2001 -08 -14 #

Directions Where are we now? ¨ Where do we want to go? ¨ How Directions Where are we now? ¨ Where do we want to go? ¨ How to get there? ¨ • 2001 action plan • Beyond 2001 Tri-states 2001 -08 -14 # NCRST