Bathy Surveying & Mapping Charles E. Wiggins Director, Joint Airborne Lidar Bathymetry Technical Center of Expertise 7225 Stennis Airport Drive, Suite 100 Kiln, MS 39556 228.252.1103 tel 228.324.9477 cell charles.e.wiggins@us.army.mil 1 Bathy Surveying & Mapping Technology Airborne Ops Intro Outline USACE Lidar Examples Bathy Lidar Technology Goal: Introduce topo & bathy lidar, the physics, and the technology Joint Airborne Lidar Bathymetry Technical Center of Expertise JALBTCX Operations USACE Technology Evolution Navy Coastal Measurements & Data Usage Sensors & Systems NOAA What is LIDAR? • LIght Detection And Ranging • 2 general types: – Topographic – Bathymetric New Pass, FL Toronto, ON,CA What is LIDAR? • The first question might be “What is LIDAR?” Very similar to radar, lidar is a tool to measure a range. However, lidar uses light instead of radio waves to measure the range. Knowing this, the acronym lidar, LIght Detection And Ranging, is easier to understand. • Lidar units designed for accurate ranging fall generally into one of two categories - topographic and bathymetric. Usually the topographic units use only an infrared wavelength and operate at 10 - 50 kHz. In contrast, the bathymetric units use green and infrared wavelengths and operate between 200 and 1000Hz. Also note that the energy output from the topographic systems is significantly lower than that from the bathymetric. Airborne Enabling Technologies Diode-pumped solid state lasers Accurate optical scanners KGPS Inertial measurement units Accurate single-shot timing electronics Bathymetric Lidar - 1 • Produces water elevations – Rapid, high density coverage – Yields elevation and reflectance for each measurement • Survey Products – – – – Bathymetry / water depths Navigation hazards Navigation structures Regions • Requires – DGPS or KGPS – Large area Puerto Rico Bathymetric Lidar - 2 • The bathymetric lidar is capable of covering a large area with dense measurements in a short time. The depths obtained from the system meet the IHO Order I survey accuracy requirements. • Because of the advancements made while operating SHOALS, elevations can be measured for the emergent structures and beach. This capability allows the collection of one data set that contiguously covers the beach and nearshore depths. • More details will be discussed later regarding these capabilities and specific applications. • In this image, the brown represents elevations above 0 and the red through purple colors represent shallower to deeper depths, respectively. Puerto Rico Coastal Mapping & Charting On shore Near shore Deep water Topo / Bathy Lidar Topo Lidar 10k – 20k pps scanning laser very low energy IR 1-5m postings 10-15 cm footprint 100m – 1,000m alt Bathy Lidar 1k – 3k pps scanning laser higher energy green 1 -5 m postings 2 m footprint 300m – 500m alt NASA EAARL Elevation Measurements Spot Spacing Calculation (Bathymetry Laser Systems) G= ([2AVf tan (ϕ/2)]/ Rp )1/2 Where: G = Spot Spacing (m) A = Altitude (m) Vf = Velocity (ms-1) ϕ = Scan Angle (°) Rp = Repetition Rate EXAMPLE: Given: Vf = 66 m/s (127 kts) A = 400 m ϕ = 9.23° (swath width = 130 m) Rp = 1000 Hz Resulting Spot Spacing (m) = 2.9m (Note: 1 ms-1 = 1.924 kts) Hydrographic Survey Parameters Scanner Speed Frequency( (kn) Hz) Nominal Spacing (m)(Nadir) Altitude (m) Swath (m) Spacing (m,lateral) Spacing (m,forward) Coverage (km2/hr) 2x2 (20°) 400 300 161 149 2 2 2 2 125 130 16.2 16.8 37 36 3x3 (22°) 400 300 303 226 3 3 3 3 125 164 10.7 14.1 70 69 4x4 (22°) 400 300 301 225 4 3.5 4 4 219 254 14.1 16.4 122 106 5x5 (22°) 400 297 4.5 4.2 262 16.1 144 Lidar Bathymetry Principles Nadir Angle 20º Beam Divergence (3 - 12 mrad) Surface Spot Diameter (2.0m approx) Typically Measures 2 to 3 × Secchi Depth RECEIVER FIELD OF VIEW SURFACE REGION IN RECEIVER FOV UNSCA TTERE D REF VERTICAL DEPTH PATH INCIDENT LASER PULSE SCATTERING AND ABSORPTION 50% Energy Footprint (0.5 x Depth) DIFFUSE BOTTOM REFLECTION ILLUMINATED SURFACE AREA SEA SURFACE MEAN WATER RETURNING NADIR ANGLE BOTTOM REFLECTED VOLUME SIGNAL BACKSCATTER ILLUMINATED BOTTOM REGION Lidar Bathymetry Principles Nadir Angle 20º Beam Divergence (3 - 12 mrad) Surface Spot Diameter (2.0m approx) Typically Measures 2 to 3 × Secchi Depth RECEIVER FIELD OF VIEW SURFACE REGION IN RECEIVER FOV UNSCA TTERE D REF VERTICAL DEPTH PATH INCIDENT LASER PULSE SCATTERING AND ABSORPTION 50% Energy Footprint (0.5 x Depth) DIFFUSE BOTTOM REFLECTION ILLUMINATED SURFACE AREA SEA SURFACE MEAN WATER RETURNING NADIR ANGLE BOTTOM REFLECTED VOLUME SIGNAL BACKSCATTER ILLUMINATED BOTTOM REGION SHOALS 4 Waveforms per Pulse IR Surface 200 Raman 70 60 50 40 30 20 10 0 150 100 50 0 151 101 51 1 1 26 51 76 160 140 140 120 100 80 60 40 20 0 APD Green PMT Green 120 100 80 60 40 20 0 451 401 351 301 251 201 151 101 51 1 151 101 51 1 LIDAR Equation – Water Clarity (m) PTηρ FP Ar cos θ −2 n ( s ,ω0 ,θ ) kD sec φ Pr = e 2 π (nw H + D) 2 K - diffuse attenuation at 532nm D - depth Bathy lidar is limited by water clarity and the laws of physics Depth & Target Detection Shallow Depths / Mid-water targets Deep Depths / Bottom targets Airborne Operations Considerations Goal: Highlight the differences in airborne vs shipborne survey operations Coastal Mapping & Charting Airborne vs Boats On shore Near shore Deep water Survey Considerations • Climatology – – – – Wind Rainfall Temperature (ice) Sea heights (wind waves and swell) • Usually an Internet source with this information Survey Considerations • Obstructions – Cliffs / Mountains – Man-made structures – Airspace restrictions z z z Airports Military exercises Wildlife protection Survey Considerations Vertical Control is Critical - 1 • Tide zones defined • Determine if existing gage data are available • Estimate number of additional gages needed Survey Considerations - 2 Vertical Control is Critical - 2 • For DGPS mode of data collection, lidar bathymetry relies on tide observations to control the vertical data. If tide zones do not exist, gages must be set and data recorded for 30 days (minimum) to establish tide zones for the survey area. If the survey area is large, multiple zones may need to be established. If gages are already in place in the area, determination should be made of the operability of the gage and the availability of its data. Time should be allowed for any survey work and collection times necessary for establishment of the vertical control. Survey Considerations Logistics - 1 • Acceptable airport facilities near project area • Airport must have: – – – – – – Jet fuel available Ground power supply Storage area for spares Ease of shipping Occasional hangar space Hours of operation to match production needs – Fast takeoff and landing clearance Survey Considerations Logistics - 2 • An airport with sufficient service capability should be selected near the survey area. The airport should have proper fuel, ground power supply for the aircraft, hours of operation that will not impact the collection schedule and rapid clearance for take-off and landing. Additional features that benefit the operation include secure storage space for spares, hanger space available for occasional use, and shipping facilities (FedEx or similar) on-site or nearby. For large survey requirement locations, the airport selection is critical in determining the length of survey because the transit time to and from the airport occur on every flight. USACE Lidar History & Programs Goal: Provide background information and highlight USACE expertise Lidar Program History SHOALS 200 Bell 212 Jan 94 – Nov 98 SHOALS 400 DHC6 Twin Otter Nov 98 – Sep 2003 CHARTS 1,000T10 King Air 200 Sep 2003 – Mar 2005 The CHARTS System Merged Hydo & Topo Data Integrated Laser System Digital Camera CASI-1500 Hyperspectral Imager System Specifications 3,000 Hz Pulse Rate (hydro) 20,000 Hz Pulse Rate (topo) 1 Hz Digital camera (~20 cm pixel) CASI-1500 Hyperspectral Imager • • • Bottom Aircraft Port 1500 pixels 380 – 1500 nm wavelength 288 possible bands IHO Order 1 Surveys capable 2x2 – 4x4 meter spot density 125 - 240 kts aircraft speed Portable ground processing system Digital Image 2004 – 2007 NCMP Efforts • > 5,500 km surveyed to date • Topo/Bathy/Ortho/Spectral • 2005 • > 6.5 Billion LIDAR Shots • > 3 Terabytes of products Legend 2004 2005 2006 2007 Background from: MS Streets & Trips 2006 USACE Coastal Mapping (1,000 m)……………………..Hydro & Topo………(500 m) Hydro – waterline to 1,000 m @ 4 m spacing Topo – waterline to 500 m @ 1 m spacing Imagery @ 20 cm resolution Hyperspectral - TBD Post-Hurricane Reconstruction NASSAU DUVAL ST. JOHNS BAY FLAGLER VOLUSIA BREVARD PINELLAS MANATEE SARASOTA LEE 16 federal projects $200,000,000 reconstruction ST. LUCIE MARTIN PALM BEACH BROWARD DADE Product Specifications 1. Topo-bathy elevations 2. LAS format elevations 3. Ortho RGB imagery 4. 1-m grid for GIS 5. Shoreline vector 6. Building footprint 7. Bare earth DEM 8. Bottom reflectance 9. Hyperspectral cube 10. Environmental TBD Data & Products • Elevations, XYZ ascii files • • • • • • • • • • • • Land @ 1m x 1m 200% Hydro @ 4m x 4m ~250 Meg / mile geodetic (NAVD88 & NAD83) Ortho RGB Imagery (Mr. Sid) 1-m Grid for GIS (Raster GIS) Shoreline vector (“0” NAVD88) Building footprint Bare Earth Bottom Reflectance Hyperspectral Cube Vulnerability Index Bathy Examples Goal: show examples of bathy lidar surveying & mapping Corps of Engineers Survey Corps of Engineers Survey Navigation Projects Ponce de Leon Inlet, FL 41 42 43 Topo & Hydro Elevations EAARL Experimental Advanced Airborne Research Lidar Joint Airborne Lidar Bathymetry Technical Center of Expertise ++ Bathy Data • Panama City Beach • Pre / Post Ivan NAVO Smooth Sheet vs. Shaded Relief of High Density Data -157°39'30" 639000m UNCLASSIFIED 2365000m -157°40'00" 638000m 637000m 636000m 635000m 634000m -157°40'30" -157°41'00" -157°41'30" -157°42'00" -157°42'30" -157°43'00" 21°23'00" 00US16 2364000m 21°22'00" 2363000m 21°21'30" 2362000m 21°21'00" 2361000m 21°20'30" 2360000m 21°20'00" 2359000m 21°19'30" 2358000m -158°30' 21°50' -158°20' -158°10' -158°00' -157°50' 1 37 0 2 2 2 2 1 8 8 1 4 2 3 9 5 2 9 1 8 2 9 7 1 1 0 8 0 8 0 5 2 3 7 1 3 8 1 8 3 6 8 1 2 2 6 5 1 3 8 5 2 3 6 4 8 6 6 4 1 7 8 1 9 2 5 8 6 9 0 1 1 5 1 6 3 2 14 1 13 81 2 1 5 7 5 8 1 2 3 21°40' 4 21°40' 34 32 4 35 9 4 33 31 29 30 5 28 6 21°30' 21°30' 27 7 8 26 21°22'30" 25 9 24 21°20' 2364000m 23 10 21 22 20 19 18 21°10' -158°30' 21°22'00" -158°20' -158°10' -158°00' 15 -157°41'30" -157°41'00" 639000m 638000m 637000m 636000m 635000m -157°42'00" -157°40'30" -157°40'00" -157°39'30" 13 12 -157°40' 21°10' -157°30' UNITED STATES OF AMERICA BELLOWS 2363000m OAHU HAWAII 2000 21°21'30" SHOALS (SCANNING HYDROGRAPHIC OPERATIONAL AIRBORNE LIDAR SURVEY) 2362000m SOUNDINGS IN METERS reduced to the approximate level of Mean Lower Low Water. HEIGHTS IN METERS ABOVE MEAN SEA LEVEL 2, 5, 10, 20 and 30 meter depth contours delineated UNIVERSAL TRANSVERSE MERCATOR PROJECTION WORLD GEODETIC SYSTEM 1984 (WGS-84) SCALE 1:10,000 21°21'00" DATUM NOTE Positions obtained from satellite navigation systems referred to the World Geodetic System 1984 (WGS-84) can be plotted directly on this chart. 2361000m UNIVERSAL TRANSVERSE MERCATOR (UTM) GRID ZONE 4, WORLD GEODETIC SYSTEM 1984 (WGS-84) DATUM AND ELLIPSOID APPROVED FOR PUBLIC RELEASE; DISTRIBUTION IS UNLIMITED, 21°20'30" REQUESTS SHOULD BE REFERRED TO THE COMMANDING OFFICER, NAVAL OCEANOGRAPHIC OFFICE. 2360000m 21°20'00" PRELIMINARY SHEET 2359000m NOT FOR NAVIGATION 21°19'30" 2358000m 21°19'00" 00609 00US16 634000m 14 -157°50' UNCLASSIFIED -157°42'30" 21°20' 11 17 16 21°19'00" 21°18'45" -157°43'00" -157°30' 21°50' 2 36 5 5 -157°40' 2365000m 7 1 4 6 6 4 3 1 6 6 6 1 6 3 3 32 3 8 17 3 18 1 1 2 2 4 8 27 28 29 114 1 9 7 4 5 3 0 6 1 2 2 7 3 1 3 8 3 4 5 0 7 17 3 8 9 4 2 5 5 3 7 0 2 8 6 3 2 5 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3 3 4 6 7 6 3 3 6 3 7 4 0 20 2 3 3 14 8 6 1 6 3 7 30 4 3 1 6 4 2 2 6 1 6 7 7 4 7 9 2 3 9 3 1 8 7 9 4 3 15 7 4 9 2 4 8 1 10 5 2 5 23 4 9 7 17 1 6 9 7 1 52 3 6 15 1 7 4 2 9 7 4 2 7 6 5 114 1 2 1 5 1 4 5 4 1 2 2 4 3 4 2 2 9 8 18 8 3 2 6 1 32 6 6 2 3 3 2 4 41 2 1 28 2 3 3 9 6 1 9 0 8 2 7 7 3 3 9 7 1 7 2 8 6 4 33 3 6 3 8 2 5 2 8 8 1 8 1 6 4 3 3 3 6 3 22 3 5 2 9 8 3 4 4 2 3 2 4 4 4 6 2 2 5 6 7 198 1 3 6 17 1 5 13 9 1 6 8 4 8 6 9 3 12 17 21 6 5 28 8 9 1 3 7 6 2 5 4 1 3 1 6 1 9 3 2 3 136 3 2 3 3 3 2 4 3 3 3 3 0 2 8 4 1 9 21 2 2 9 2 32 3 3 4 6 1 4 4 2 2 1 9 1 8 7 4 8 8 1 3 4 3 3 5 3 4 3 3 6 3 28 2 30 4 3 1 6 0 3 2 6 8 5 6 1 4 7 5 1 3 7 5 3 3 3 25 6 2 17 18 2 18 19 23 6 1 9 4 9 4 4 3 3 3 8 1 1 4 6 7 7 6 1 5 9 4 17 3 5 7 2 9 5 23 7 2 1 2 8 1 3 3 3 3 3 2 6 2 3 3 1 2 3 9 3 7 1 1 5 0 6 31 2 17 2 1 2 6 7 6 2 3 2 8 3 7 2 3 2 3 9 9 18 2 1 2 1 1 2 3 4 2 5 31 5 7 19 3 3 9 7 1 5 4 3 3 7 5 3 5 8 7 3 2 3 376 6 2 4 1 2 1 6 7 19 1 5 23 5 6 1 7 2 1 3 2 2 7 0 15 16 6 17 0 2 32 3 6 18 5 3 2 2 0 2 2 8 8 3 3 2 2 1 4 3 8 9 3 3 1 3 5 3 3 2 7 3 8 0 4 4 3 3 8 3 5 2 3 3 1 1 1 17 9 6 9 3 9 7 9 8 11 3 2 6 5 2 2 4 8 2 3 2 8 9 2 7 4 3 7 2 5 7 2 7 7 6 4 2 3 1 1 72 6 3 7 1 11 3 2 9 8 2 9 0 3 23 5 3 6 2 6 6 15 5 6 2 2 3 9 1 4 2 5 2 5 1 3 3 9 10 1 1 9 1 7 5 7 4 1 3 67 7 3 3 2 7 0 2 23 2 2 4 1 5 2 6 3 1 3 5 4 3 6 1 1 42 3 4 7 2 2 3 2 4 5 6 7 7 7 5 1 3 3 1 3 0 6 5 3 5 8 4 0 8 7 6 1 2 3 1 2 3 5 2 9 9 2 1 3 3 1 43 4 8 42 2 3 4 2 0 2 2 1 5 2 3 2 7 2 6 4 2 12 3 6 3 3 4 3 23 7 4 1 5 2 8 2 8 1 3 3 17 6 16 1 9 2 1 51 3 9 3 5 26 3 1 5 3 7 5 4 1 8 3 36 7 15 20 5 5 7 2 3 1 82 2 3 3 2 352 6 8 7 9 2 3 72 8 2 2 7 0 4 2 4 5 1 3 6 7 7 0 7 2 5 9 1 2 3 5 9 6 33 9 5 2 1 2 4 3 21 1 3 2 9 2 7 2 8 1 3 5 3 2 3 2 7 2 9 9 3 2 9 209 1 4 4 8 6 1 4 19 71 3 7 3 5 2 6 9 3 5 3 5 1 4 1 6 2 6 1 1 3 9 2 5 4 7 27 8 2 2 1 21 4 3 9 9 2 4 2 3 2 7 2 6 15 8 16 2 16 0 7 5 2 4 3 0 53 9 3 4 3 3 8 1 5 2 2 2 14 3 9 6 8 1 1 6 0 2 3 6 2 1 2 8 4 8 2 2 2 3 5 3 3 4 3 5 3 5 4 5 4 3 6 5 5 3 2 3 2 1 23 4 25 1 3 3 4 3 4 3 2 3 7 5 5 2 3 2 1 1 14 5 17 2 7 285 29 6 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5 1 15 2 1 1 0 3 3 19 0 7 7 2 1 6 2 2 8 9 9 4 13 7 7 1 6 2 53 8 0 7 1 2 4 2 1 3 5 3 188 3 6 3 2 1 22 6 1 1 4 3 27 5 6 1 8 7 2 4 2 2 9 3 5 3 8 6 3 2 8 15 3 1 5 17 13 1 4 6 8 3 5 14 2 3 8 3 1 4 6 3 2 1 2 5 1 5 4 1 5 9 7 1 4 12 9 1 13 3 9 2 2 7 19 0 4 1 6 7 8 1 1 13 5 8 1 8 5 5 7 1 9 8 5 5 1 3 9 3 3 2 2 13 14 5 2 1 81 2 0 6 9 7 3 1 2 3 1 91 4 3 3 8 15 315 1 291 6 23 3 71 4 155 2 2 3 3 5 1 4 3 2 7 8 2 8 8 2 6 1 6 3 9 2 3 9 6 1 7 1 3 1 4 5 3 6 3 4 5 5 1 9 1 13 6 1 9 4 3 4 1 41 3 4 0 1 3 5 3 2 8 1 8 3 1 2 5 7 21 6 4 2 7 6 1 2 5 15 4 9 8 3 1 8 4 2 5 1 1 4 1 8 81 3 4 5 7 6 9 10 5 4 16 3 3 5 9 4 4 16 1 19 3 19 3 3 1 2 2 7 7 1 2 7 3 1 2 2 3 1 3 9 1 4 1 5 3 1 5 5 7 1 4 1 9 1 4 2 1 3 3 6 1 3 7 1 4 1 4 4 5 5 3 9 2 5 2 3 4 8 6 1 8 2 3 6 8 9 3 2 1 2 7 5 1 9 13 1 2 5 9 3 2 7 13 81 3 2 3 1 1 5 6 14 1 1 5 7 6 1 9 1 3 3 4 8 3 3 7 7 1 9 4 5 2 7 7 14 9 5 2 7 4 0 16 2 3 8 4 17 2 6 8 9 6 3 6 5 7 1 16 4 5 2 2 0 2 7 2 9 9 3 6 3 2 1 1 4 12 4 3 1 2 15 5 2 0 6 8 5 9 3 7 1 5 4 4 1 2 3 3 9 0 1 1 1 3 4 5 2 6 1 2 1 8 1 1 3 0 1 8 2 3 2 3 3 3 5 5 3 6 16 3 7 9 1 9 1 9 3 9 2 3 1 3 4 7 5 1 8 12 4 1 9 3 1 4 8 4 5 2 6 1 5 3 1 3 2 1 1 7 7 16 7 2 3 1 4 4 0 6 1 11 4 11 8 6 8 3 2 2 14 15 3 3 1 4 3 4 2 8 8 7 6 0 4 1 5 7 1 5 7 7 8 4 5 7 7 0 4 6 1 3 7 3 3 4 15 1 5 3 3 2 1 1 2 14 1 5 1 2 3 2 4 14 6 5 3 5 11 12 12 1 4 7 4 6 1 7 1 1 3 3 3 4 2 0 3 4 8 1 2 4 5 1 1 6 4 5 3 8 2 4 2 6 13 4 1 7 1 3 2 8 4 1 2 0 3 4 3 11 3 1 7 15 2 6 0 4 5 4 3 7 7 5 5 1 3 3 10 19 5 6 5 1 1 6 7 9 5 13 0 1 3 1 4 6 0 3 8 3 3 2 4 3 7 4 1 14 7 14 1 4 4 3 5 3 3 4 1 3 7 1 5 7 3 4 2 3 5 8 1 1 12 9 8 2 4 3 9 3 1 4 2 6 1 1 7 2 8 1 4 0 2 9 8 4 9 1 4 9 1 1 1 3 3 3 1 2 2 7 5 6 3 3 7 3 1 5 1 3 2 1 1 2 8 2 5 1 2 5 1 2 4 1 0 3 7 3 7 3 2 0 4 7 9 1 13 4 2 6 6 4 19 4 2 3 5 4 3 1 2 7 8 1 7 0 3 5 0 2 1 3 4 5 5 3 3 4 2 2 5 9 5 9 4 4 1 1 4 3 5 1 8 2 7 8 1 7 5 1 7 11 8 2 1 7 4 6 3 0 3 1 4 1 2 7 6 1 8 1 3 13 9 1 5 2 4 4 1 2 0 1 9 13 12 9 1 1 14 8 14 2 14 0 3 6 2 6 5 3 5 1 9 15 3 4 7 6 1 3 1 2 3 1 4 1 4 9 5 3 1 1 5 2 2 4 4 2 2 4 2 8 9 0 0 31 2 1 14 2 13 2 5 1 2 3 4 8 7 8 4 2 4 2 1 1 6 3 4 6 0 7 12 9 7 1 9 4 6 1 1 1 6 0 5 6 2 4 2 5 162 132 1 2 12 0 4 2 2 8 8 1 2 6 1 9 6 4 3 14 1 7 1 6 0 2 8 6 7 2 8 1 6 1 1 0 1 2 2 3 4 9 1 1 7 2 1 8 3 1 1 1 2 4 12 1 0 6 0 4 3 6 1 8 2 4 3 3 1 3 7 0 2 2 5 3 13 9 6 3 4 1 2 5 2 14 1 4 1 9 11 4 12 9 1 1 2 9 4 1 14 2 6 7 6 6 6 13 2 13 1 2 0 6 2 2 1 2 5 6 3 1 2 7 7 4 0 7 6 13 9 0 5 3 2 2 3 13 1 2 1 9 3 3 6 4 2 1 9 3 3 1 3 7 1 1 4 1 2 2 4 0 2 2 1 1 2 2 9 3 1 3 0 2 6 6 2 1 0 2 1 6 2 2 8 1 1 3 3 3 9 3 1 2 3 9 2 1 4 1 2 3 5 2 6 6 2 8 2 16 6 2 8 2 1 3 7 41 3 8 2 7 3 5 6 6 7 4 6 7 4 7 4 2 3 1 3 12 8 6 5 3 4 2 0 9 6 1 1 0 2 1 1 0 0 2 8 2 2 5 1 8 12 9 1 10 2 9 2 2 2 2 2 9 1 1 0 7 2 3 3 7 1 3 7 2 0 15 1 5 3 8 3 6 19 3 5 2 126 12 6 6 7 1 2 1 8 2 9 1 2 12 1 4 0 1 8 5 3 8 6 6 2 6 1 6 1 1 2 2 2 1 6 6 9 1 0 2 2 0 2 1 9 6 0 0 2 2 1 7 0 0 19 2 9 135 1 4 2 6 2 0 0 1 7 9 8 5 2 0 8 0 7 58 4 0 1 1 2 7 8 1 6 4 3 1 9 11 1 0 1 6 5 1 2 5 21 3 9 9 2 2 3 3 7 5 4 2 1 6 8 1 5 0 1 0 1 3 0 6 2 2 12 6 1 0 8 0 9 7 6 9 5 6 8 1 8 0 12 4 2 1 6 6 8 1 0 1 6 7 2 3 9 10 51 4 2 1 91 4 1 2 5 5 11 14 1 6 6 2 2 3 7 0 4 7 8 0 4 1 5 5 7 8 0 3 1 1 6 9 3 5 1 1 3 4 0 7 8 9 4 1 2 1 0 3 5 0 1 2 1 7 6 5 5 5 8 9 7 6 4 9 3 10 0 1 0 0 3 5 6 1 8 1 9 8 7 6 1 1 0 111 1 2 10 7 2 6 6 6 4 6 6 9 5 0 4 1 0 3 3 0 9 4 4 0 6 7 1 4 8 9 7 1 0 8 9 4 1 9 8 9 1 1 2 1 9 0 3 8 6 6 4 0 2 5 9 5 8 6 5 5 1 9 0 1 6 0 9 21 0 9 0 6 4 1 2 7 0 4 6 0 1 5 8 0 1 4 7 8 1 6 1 4 1 6 1 4 1 8 1 3 5 3 6 7 7 1 4 0 6 4 6 6 6 0 2 7 3 2 9 1 1 6 4 6 2 9 0 0 2 1 2 0 5 0 0 2 4 5 9 9 3 9 4 1 3 3 6 0 4 5 4 7 0 3 6 1 1 7 8 5 4 0 1 0 0 2 0 9 5 8 7 8 5 8 7 6 1 1 1 7 3 6 8 9 4 0 4 1 0 4 0 7 7 0 5 1 5 8 9 4 8 0 4 6 0 4 6 7 2 9 1 4 10 4 4 9 1 0 1 0 4 1 4 4 7 4 2 0 4 3 7 2 3 9 4 2 6 7 0 5 6 8 3 4 4 0 9 9 0 3 0 0 7 7 4 7 4 2 0 12 8 5 0 9 8 8 7 6 5 8 1 2 40 8 0 1 0 0 5 0 8 0 9 1 1 6 0 3 6 1 0 8 4 3 4 6 5 7 9 3 4 2 0 5 0 5 9 1 9 6 6 0 0 8 1 3 5 3 8 0 1 1 9 7 9 0 5 0 5 8 3 5 3 0 1 3 3 4 4 3 1 0 8 4 5 6 9 0 6 7 0 4 0 4 1 6 6 6 4 1 0 6 5 5 3 5 1 6 3 1 7 0 1 6 7 8 5 7 6 4 0 0 8 3 3 7 3 5 4 3 1 0 0 2 7 9 9 0 5 8 0 1 5 0 7 1 4 9 7 6 7 7 4 8 1 6 9 7 0 4 5 0 0 6 0 0 6 5 1 5 0 8 8 0 1 8 4 4 8 9 9 0 4 5 4 0 2 2 8 2 6 7 1 8 6 5 0 7 6 5 9 6 3 5 2 4 3 2 3 6 5 8 1 2 2 7 0 0 7 6 4 9 1 8 3 0 0 0 6 6 6 9 6 0 6 8 0 8 0 1 4 8 7 6 5 9 0 5 2 2 8 8 1 5 5 0 3 6 7 1 3 2 4 2 1 0 3 8 6 6 6 6 7 8 8 1 3 1 0 1 7 5 7 1 6 0 6 8 0 9 7 4 0 5 0 4 7 57 7 9 7 1 7 9 6 6 3 0 0 7 7 4 5 6 0 0 0 3 0 1 7 4 7 9 9 1 0 1 8 3 8 0 4 7 6 9 1 8 1 8 1 3 4 8 1 3 8 7 2 1 8 7 0 4 0 4 3 8 0 7 5 5 4 3 2 8 0 0 5 7 6 8 7 8 0 3 6 8 7 7 7 4 6 0 6 5 8 9 5 7 0 7 7 9 0 0 8 0 4 4 5 7 0 6 3 8 3 0 7 9 0 96 7 8 4 8 2 7 6 3 2 0 6 6 5 7 0 0 0 7 8 8 0 0 4 7 0 7 4 7 8 6 5 8 3 6 4 7 0 2 0 9 0 1 8 2 0 4 1 0 6 3 7 5 1 7 6 0 0 6 4 6 6 8 0 0 8 5 0 0 1 0 6 6 9 7 8 4 7 7 7 0 3 1 0 4 1 7 9 0 7 7 7 3 4 4 5 7 1 9 5 0 4 8 8 5 0 7 0 6 0 2 8 2 5 3 2 8 0 0 4 0 0 9 0 4 7 7 6 4 7 4 1 1 7 9 0 5 5 3 5 9 4 0 1 1 0 2 5 6 1 1 2 2 7 6 3 6 9 1 6 5 7 1 0 8 5 9 0 1 7 8 2 7 4 8 4 6 58 7 0 1 0 4 0 8 2 0 5 8 1 6 5 10 4 0 2 6 9 6 3 7 8 8 3 2 4 9 3 6 3 0 4 4 7 0 90 4 2 9 7 3 6 5 1 9 7 7 9 6 0 0 1 5 1 6 1 6 6 4 0 3 7 7 7 0 4 3 3 8 3 5 3 4 6 6 5 1 3 3 2 7 4 1 2 9 7 5 7 4 2 4 6 7 4 6 1 1 3 5 8 7 0 5 3 7 0 4 7 4 0 3 3 0 2 6 5 6 2 5 6 7 2 2 5 2 2 9 3 5 2 8 3 7 4 6 2 8 3 0 3 7 0 2 7 6 0 0 3 7 6 2 2 2 2 6 2 7 3 1 1 5 4 2 1 4 0 4 5 8 7 1 8 9 0 8 2 2 2 4 6 3 5 7 7 6 5 2 9 8 5 6 6 4 9 0 9 5 2 0 3 5 5 1 3 6 2 7 2 1 3 7 5 5 6 7 7 1 2 5 66 8 1 5 2 7 3 4 5 1 4 0 9 7 1 0 8 3 6 3 4 8 0 3 7 2 6 8 2 3 1 5 2 0 1 1 7 6 8 5 1 8 5 0 6 1 2 6 7 5 3 2 3 1 2 6 1 9 2 5 0 4 4 8 6 7 0 40 7 5 8 9 1 5 7 2 6 2 6 6 1 1 8 4 1 0 0 0 5 1 4 1 9 1 6 9 3 0 7 8 4 0 6 7 5 4 5 6 5 6 8 9 7 7 6 1 0 1 9 0 3 5 0 8 0 5 8 0 0 4 2 11 1 0 00609 21°22'30" -157°39'00" 21°23'00" 21°18'45" 640000m -157°39'00" NAVO Smooth Sheet vs. Shaded Relief of High Density Data -157°39'30" 639000m UNCLASSIFIED 2365000m -157°40'00" 638000m 637000m 636000m 635000m 634000m -157°40'30" -157°41'00" -157°41'30" -157°42'00" -157°42'30" -157°43'00" 21°23'00" 00US16 2364000m 21°22'00" 2363000m 21°21'30" 2362000m 21°21'00" 2361000m 21°20'30" 2360000m 21°20'00" 2359000m 21°19'30" 2358000m -158°30' 21°50' -158°20' -158°10' -158°00' -157°50' 1 37 0 2 2 2 2 1 8 8 1 4 2 3 9 5 2 9 1 8 2 9 7 1 1 0 8 0 8 0 5 2 3 7 1 3 8 1 8 3 6 8 1 2 2 6 5 1 3 8 5 2 3 6 4 8 6 6 4 1 7 8 1 9 2 5 8 6 9 0 1 1 5 1 6 3 2 14 1 13 81 2 1 5 7 5 8 1 2 3 21°40' 4 21°40' 34 32 4 35 9 4 33 31 29 30 5 28 6 21°30' 21°30' 27 7 8 26 21°22'30" 25 9 24 21°20' 2364000m 23 10 21 22 20 19 18 21°10' -158°30' 21°22'00" -158°20' -158°10' -158°00' 15 -157°41'30" -157°41'00" 639000m 638000m 637000m 636000m 635000m -157°42'00" -157°40'30" -157°40'00" -157°39'30" 13 12 -157°40' 21°10' -157°30' UNITED STATES OF AMERICA BELLOWS 2363000m OAHU HAWAII 2000 21°21'30" SHOALS (SCANNING HYDROGRAPHIC OPERATIONAL AIRBORNE LIDAR SURVEY) 2362000m SOUNDINGS IN METERS reduced to the approximate level of Mean Lower Low Water. HEIGHTS IN METERS ABOVE MEAN SEA LEVEL 2, 5, 10, 20 and 30 meter depth contours delineated UNIVERSAL TRANSVERSE MERCATOR PROJECTION WORLD GEODETIC SYSTEM 1984 (WGS-84) SCALE 1:10,000 21°21'00" DATUM NOTE Positions obtained from satellite navigation systems referred to the World Geodetic System 1984 (WGS-84) can be plotted directly on this chart. 2361000m UNIVERSAL TRANSVERSE MERCATOR (UTM) GRID ZONE 4, WORLD GEODETIC SYSTEM 1984 (WGS-84) DATUM AND ELLIPSOID APPROVED FOR PUBLIC RELEASE; DISTRIBUTION IS UNLIMITED, 21°20'30" REQUESTS SHOULD BE REFERRED TO THE COMMANDING OFFICER, NAVAL OCEANOGRAPHIC OFFICE. 2360000m 21°20'00" PRELIMINARY SHEET 2359000m NOT FOR NAVIGATION 21°19'30" 2358000m 21°19'00" 00609 00US16 634000m 14 -157°50' UNCLASSIFIED -157°42'30" 21°20' 11 17 16 21°19'00" 21°18'45" -157°43'00" -157°30' 21°50' 2 36 5 5 -157°40' 2365000m 7 1 4 6 6 4 3 1 6 6 6 1 6 3 3 32 3 8 17 3 18 1 1 2 2 4 8 27 28 29 114 1 9 7 4 5 3 0 6 1 2 2 7 3 1 3 8 3 4 5 0 7 17 3 8 9 4 2 5 5 3 7 0 2 8 6 3 2 5 3 1 3 3 2 2 4 1 1 3 1 8 3 1 4 15 15 5 11 17 9 1 6 9 19 1 3 5 6 7 3 8 4 1 8 4 1 10 9 1 2 0 73 9 8 3 0 9 2 0 6 6 7 2 92 6 6 1 1 06 3 2 4 6 2 9 3 7 8 28 1 3 3 9 2 6 1 4 1 4 7 5 18 8 8 4 6 9 2 2 1 8 26 12 6 9 1 7 4 2 14 7 15 17 8 4 5 1 7 1 5 3 5 2 1 1 3 3 8 2 3 8 33 1 7 8 6 2 7 7 8 3 2 1 1 6 2 6 2 7 160 2 1 4 8 6 1 9 7 4 4 1 5 9 37 2 2 5 25 2 8 7 2 2 11 2 3 2 2 3 6 6 52 2 2 5 8 8 5 3 9 0 7 3 12 6 8 2 9 28 3 13 1 1 7 4 8 0 2 3 6 12 1 9 4 3 8 31 4 3 3 0 2 3 3 1 1 3 8 1 8 6 4 1 7 1 3 6 1 5 2 9 2 1 9 1 6 6 10 1 8 7 3 1 0 1 2 2 6 3 5 1 29 2 9 3 13 1 156 295 22 3 9 1 5 2 5 4 11 1 8 4 3 3 9 9 1 4 3 5 3 4 15 6 17 289 29 31 7 3 7 3 9 20 1 24 7 2 2 3 2 4 8 7 6 1 9 3 8 2 7 2 3 2 1 5 3 9 2 3 5 1 0 4 3 3 3 2 8 2 9 4 4 2 3 1 6 1 2 2 2 7 6 4 7 8 5 6 9 2 2 4 1 2 7 1 1 1 7 1 2 2 6 5 5 6 1 4 1 83 2 3 2 1 7 0 9 2 2 1 2 5 5 2 7 9 1 7 3 2 3 4 9 2 9 1 1 4 0 6 2 4 2 3 3 6 7 4 249 370 8 1 7 3 1 4 9 16 7 1 6 2 5 0 5 8 7 0 2 6 9 5 2 9 9 9 4 4 2 3 3 3 2 9 4 2 4 23 1 1 2 1 7 13 3 1 4 1 4 2 7 1 2 9 1 6 2 2 3 8 2 5 2 2 1 1 6 9 1 8 6 3 1 1 1 0 1 1 6 2 4 9 1 6 3 7 1 8 9 9 4 2 1 2 7 3 8 3 1 9 2 6 2 4 7 2 1 2 7 2 6 27 28 2 9 2 8 39 2 8 6 8 7 1 7 15 9 3 12 4 1 3 2 6 0 2 5 24 2 4 8 2 2 1 5 0 2 2 1 6 1 3 3 6 2 1 5 2 4 8 2 1 3 7 2 29 1 35 3 12 2 1 5 6 6 1 7 3 1 0 11 4 2 3 3 7 1 4 3 1 6 5 8 2 1 1 6 7 1 10 2 1 2 9 8 2 3 4 42 6 7 7 2 1 1 2 14 7 8 1 1 1 4 5 3 2 1 3 9 7 92 36 2 6 2 9 1 2 2 6 5 0 9 0 2 5 7 4 8 12 1 1 2 0 6 1 1 6 9 8 4 2 4 8 3 2 1 7 6 27 7 2 6 4 4 7 9 8 2 1 2 8 1 3 14 6 8 7 1 1 23 6 185 9 2 4 23 24 4 2 5 7 4 4 2 7 26 0 5 4 6 2 5 2 4 6 10 9 9 5 1 2 1 2 3 1 15 2 7 7 7 2 1 2 2 6 4 9 9 2 0 6 0 3 3 5 7 1 4 2 4 5 9 9 6 9 5 9 3 2 2 1 2 1 6 3 1 3 3 8 3 2 4 9 18 2 9 26 8 6 52 8 3 31 6 2 6 1 0 1 3 37 2 7 5 1 6 8 6 1 1 2 9 7 1 2 2 3 1 7 3 7 3 0 6 3 1 2 6 6 2 52 6 7 10 12 5 13 4 1 13 2 11 3 3 27 72 8 9 2 1 824 7 25 3 4 2 6 1 6 2 2 1 8 4 6 8 2 5 8 7 3 6 18 4 0 8 3 7 2 0 1 9 1 3 4 0 5 2 6 6 5 0 6 0 2 3 3 6 1 1 8 1 1 2 1 0 8 2 2 7 0 8 1 3 1 7 23 30 83 6 2 1 1 6 6 6 1 2 2 3 7 9 3 2 6 2 2 1 8 9 2 5 9 1 24 4 29 6 3 5 8 2 13 2 8 1 1 2 7 0 6 8 8 4 2 6 1 12 4 5 9 2 3 3 4 5 3 2 3 0 6 4 1 7 9 7 9 8 1 9 3 1 6 13 8 19 7 2 2 2 7 5 1 5 143 14 6 1 28 2 8 3 5 8 4 3 2 2 3 0 1 2 2 4 8 5 2 7 2 6 6 3 2 2 9 5 2 3 3 7 0 1 1 3 1 0 3 5 9 5 9 2 2 2 1 2 4 2 6 2 5 3 357 7 2 2 2 2 3 6 2 9 9 91 1 5 8 1 2 6 5 1 5 4 2 5 2 3 9 14 4 15 6 2 3 1 3 2 2 0 6 2 8 2 2 2 7 1 7 6 427 27 3 31 5 8 7 5 8 12 2 5 1 24 9 4 2 4 5 2 7 7 3 139 1 9 6 7 8 6 8 81 62 3 0 2 3 2 9 6 7 4 2 3 6 4 7 5 9 1 0 9 9 2 6 5 1 1 5 1 4 1 3 8 3 2 4 6 4 1 5 5 3 8 2 6 1 2 5 3 0 7 2 7 2 7 9 1 9 2 6 9 24 2 9 1 1 5 26 27 2 6 2 1 1 8 6 3 9 5 3 1 6 2 1 7 2 1 3 1 2 4 1 1 6 9 2 2 4 18 2 2 3 13 14 6 1 5 2 6 1 2 1 4 8 2 2 93 5 3 2 7 3 1 2 6 2 8 3 3 2 2 7 2 2 1 8 7 9 3 3 21 2 2 10 1 11 4 1 2 1 5 5 18 16 7 3 8 7 8 0 4 8 13 4 6 4 1 1 4 9 3 6 2 2 26 3 6 2 5 2 93 2 1 9 1 6 1 3 1 4 3 2 1 7 3 4 14 2 4 9 1 9 9 7 2 9 3 3 9 2 2 4 7 8 2 7 28 0 34 9 2 5 2 2 1 5 2 1 3 7 1 4 3 1 8 22 24 2 5 6 2 2 4 1 1 3 1 3 3 3 2 3 1 3 3 6 2 9 4 4 3 2 36 8 7 9 5 1 7 16 1 6 2 73 8 1 9 15 0 2 2 4 6 1 11 1 3 13 3 1 4 5 9 4 2 3 4 5 4 2 8 9 2 1 2 7 4 2 7 7 1 9 2 2 6 5 1 1 2 7 2 9 6 7 2 3 9 3 3 1 4 7 2 4 2 6 1 4 1 9 4 4 2 7 9 25 3 2 2 4 3 6 2 8 4 0 9 5 6 7 8 2 1 1 1 4 1 1 22 1 2 1 1 3 4 3 5 2 6 2 93 2 4 7 4 9 1 9 6 6 4 3 2 1 9 2 33 15 1 7 8 9 0 9 2 2 7 4 113 6 2 1 1 1 25 5 2 1 2 4 2 9 27 13 1 2 5 7 182 3 6 5 8 3 2 5 5 4 9 720 23 5 6 5 9 1 4 2 2 5 7 1 2 7 9 8 8 1 8 2 2 4 8 5 2 8 1 7 3 4 4 7 2 3 2 6 5 35 1 6 4 6 1 2 23 5 5 4 9 6 3 9 2 1 6 2 6 4 25 4 2 8 8 1 6 8 4 4 4 1 3 0 1 8 12 2 7 9 3 3 1 2 6 52 3 8 2 1 5 6 18 1 3 2 3 9 1 7 0 3 3 27 2 2 3 1 2 21 52 6 4 9 3 4 4 5 1 7 2 2 6 136 8 5 8 5 2 5 2 9 43 8 3 2 5 1 9 1 4 5 6 1 6 8 4 7 7 2 1 5 4 4 7 1 9 6 8 1 7 2 4 4 2 4 1 2 2 6 8 7 2 3 1 2 9 2 9 3 5 2 0 6 3 6 4 9 1 7 6 4 4 8 2 7 5 9 2 2 2 2 2 2 2 2 8 1 8 6 0 334 3 2 6 2 2 20 7 2 5 5 6 5 2 4 1 4 1 0 4 9 15 9 17 5 18 4 1 2 1 3 1 1 1 8 2 4 3 4 4 2 4 1 3 1 5 1 2 5 62 2 2 2 2 7 9 4 3 1 2 5 2 8 7 2 1 1 5 10 2 1 2 1 3 6 3 6 2 4 3 1 4 2 8 819 7 15 5 14 2 1 2 3 7 3 524 6 52 8 6 6 6 2 1 7 6 8 2 8 7 6 5 1 9 8 1 1 7 5 0 4 6 2 2 3 3 37 3 7 2 5 3 8 3 4 1 2 2 4 3 2 7 1 1 2 2 4 2 4 6 2 3 6 4 1 2 2 4 9 2 7 3 4 5 5 3 0 9 8 9 20 4 8 6 4 1 2 13 13 5 1 5 1 3 3 8 1 4 5 4 3 4 3 8 6 51 5 6 26 9 4 4 9 7 3 1 1 6 8 13 0 7 7 1 1 8 3 6 2 5 4 7 29 2 7 7 5 4 6 31 2 2 35 3 4 3 4 2 1 2 3 1 25 4 7 2 92 5 6 1 5 41 7 0 4 2 1 8 3 31 36 5 7 2 7 9 3 9 4 3 4 7 7 7 8 1 8 9 3 3 5 7 3 3 1 1 3 6 8 1 9 3 92 2 3 1 12 2 3 3 8 4 9 9 8 286 2 82 5 5 20 5 18 9 5 3 7 9 3 3 2 0 3 7 3 5 2 2 82 4 6 1 7 1 4 4 16 2 4 3 5 1 2 1 8 0 3 4 6 3 4 13 8 3 9 3 5 5 4 2 3 5 24 4 24 5 7 52 4 3 41 5 3 2 2 7 3 4 3 8 3 2 1 10 1 8 21 2 9 36 3 3 9 5 7 18 8 15 4 3 8 12 7 6 2 1 3 9 3 9 7 8 25 5 5 2 3 2 5 3 8 2 3 1 1 1 7 3 8 9 1 3 6 9 3 4 6 6 6 9 4 4 0 2 4 2 8 5 6 4 2 2 3 2 4 6 3 8 19 8 4 4 1 1 7 9 1 2 5 2 3 4 2 23 7 4 4 2 8 3 7 12 3 14 9 3 2 2 2 1 3 5 3 8 9 10 9 3 7 3 7 12 3 6 1 0 2 4 7 3 6 3 9 7 2 5 4 4 9 1 4 15 17 1 6 5 3 7 3 4 9 13 6 2 6 1 4 2 9 7 35 3 1 7 9 31 6 6 1 3 2 4 3 4 3 5 7 16 1 3 6 3 10 2 2 8 3 1 3 7 8 0 5 9 4 2 2 2 4 6 3 7 1 8 3 1 6 6 3 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1 5 0 7 1 4 9 7 6 7 7 4 8 1 6 9 7 0 4 5 0 0 6 0 0 6 5 1 5 0 8 8 0 1 8 4 4 8 9 9 0 4 5 4 0 2 2 8 2 6 7 1 8 6 5 0 7 6 5 9 6 3 5 2 4 3 2 3 6 5 8 1 2 2 7 0 0 7 6 4 9 1 8 3 0 0 0 6 6 6 9 6 0 6 8 0 8 0 1 4 8 7 6 5 9 0 5 2 2 8 8 1 5 5 0 3 6 7 1 3 2 4 2 1 0 3 8 6 6 6 6 7 8 8 1 3 1 0 1 7 5 7 1 6 0 6 8 0 9 7 4 0 5 0 4 7 57 7 9 7 1 7 9 6 6 3 0 0 7 7 4 5 6 0 0 0 3 0 1 7 4 7 9 9 1 0 1 8 3 8 0 4 7 6 9 1 8 1 8 1 3 4 8 1 3 8 7 2 1 8 7 0 4 0 4 3 8 0 7 5 5 4 3 2 8 0 0 5 7 6 8 7 8 0 3 6 8 7 7 7 4 6 0 6 5 8 9 5 7 0 7 7 9 0 0 8 0 4 4 5 7 0 6 3 8 3 0 7 9 0 96 7 8 4 8 2 7 6 3 2 0 6 6 5 7 0 0 0 7 8 8 0 0 4 7 0 7 4 7 8 6 5 8 3 6 4 7 0 2 0 9 0 1 8 2 0 4 1 0 6 3 7 5 1 7 6 0 0 6 4 6 6 8 0 0 8 5 0 0 1 0 6 6 9 7 8 4 7 7 7 0 3 1 0 4 1 7 9 0 7 7 7 3 4 4 5 7 1 9 5 0 4 8 8 5 0 7 0 6 0 2 8 2 5 3 2 8 0 0 4 0 0 9 0 4 7 7 6 4 7 4 1 1 7 9 0 5 5 3 5 9 4 0 1 1 0 2 5 6 1 1 2 2 7 6 3 6 9 1 6 5 7 1 0 8 5 9 0 1 7 8 2 7 4 8 4 6 58 7 0 1 0 4 0 8 2 0 5 8 1 6 5 10 4 0 2 6 9 6 3 7 8 8 3 2 4 9 3 6 3 0 4 4 7 0 90 4 2 9 7 3 6 5 1 9 7 7 9 6 0 0 1 5 1 6 1 6 6 4 0 3 7 7 7 0 4 3 3 8 3 5 3 4 6 6 5 1 3 3 2 7 4 1 2 9 7 5 7 4 2 4 6 7 4 6 1 1 3 5 8 7 0 5 3 7 0 4 7 4 0 3 3 0 2 6 5 6 2 5 6 7 2 2 5 2 2 9 3 5 2 8 3 7 4 6 2 8 3 0 3 7 0 2 7 6 0 0 3 7 6 2 2 2 2 6 2 7 3 1 1 5 4 2 1 4 0 4 5 8 7 1 8 9 0 8 2 2 2 4 6 3 5 7 7 6 5 2 9 8 5 6 6 4 9 0 9 5 2 0 3 5 5 1 3 6 2 7 2 1 3 7 5 5 6 7 7 1 2 5 66 8 1 5 2 7 3 4 5 1 4 0 9 7 1 0 8 3 6 3 4 8 0 3 7 2 6 8 2 3 1 5 2 0 1 1 7 6 8 5 1 8 5 0 6 1 2 6 7 5 3 2 3 1 2 6 1 9 2 5 0 4 4 8 6 7 0 40 7 5 8 9 1 5 7 2 6 2 6 6 1 1 8 4 1 0 0 0 5 1 4 1 9 1 6 9 3 0 7 8 4 0 6 7 5 4 5 6 5 6 8 9 7 7 6 1 0 1 9 0 3 5 0 8 0 5 8 0 0 4 2 11 1 0 00609 21°22'30" -157°39'00" 21°23'00" 21°18'45" 640000m -157°39'00" Reflectance 140 120 100 80 60 40 20 0 “bottom peak signal” 151 101 51 1 CHARTS Hyperspectral/Reflectance (Portsmouth, NH) Sandy Bottom Spectra Rocky Bottom Spectra Joint Joint Airborne Airborne Lidar Lidar Bathymetry Bathymetry Technical Technical Center Center of of Expertise Expertise CHARTS Hyperspectral/Reflectance (Portsmouth, NH) Sandy Bottom Spectra Rocky Bottom Spectra Joint Joint Airborne Airborne Lidar Lidar Bathymetry Bathymetry Technical Technical Center Center of of Expertise Expertise Delineation of Invasive Plant Species Hyperspectral Camera Invasive Flora Species ID’d: • Australian Pine (Green) • Brazilian Pepper Tree (Yellow) Automated Classification Map • Classified Dry Beach (Brown) • White Caps (Orange) Classification Zoom Joint Airborne Lidar Bathymetry Technical Center of Expertise Thank You! W. Jeff Lillycrop US Army Corps of Engineers 7225 Stennis Airport Drive Kiln, MS 39556 jeff.lillycrop@usace.army.mil 228.252.1101