Peter Keum, GISP
King County Wastewater Treatment
Drone Program Lead/ GIS Analyst
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CUGOS
King County Wastewater Treatment by Numbers
2 million residents
424 square miles
383 miles sewer pipeline (2.5 inch to 14 ft)
74 facilities (PS & RS)
5 Treatment Plants: 180 MGD ~ Max. 900 MGD
Seattle, WA --> Medford, OR
WTD
GIS
DATA
WTD
King County
GIS
Data Library
There are 17 county agencies support King County GIS Data Library System
WLRD
Assessor
Road
Many More
So Let's Dive In!
CUGOS April 2014
Integrated gyroscopic/GPS Chip in 2000's = $10,000
In 2017 = $3
1981 $120,000
2013
$5 - $15
In 2025 = $3 (??) less than $1
UAV = Unmanned Aerial Vehicle
UAS = Unmanned Aerial System
DRONE = Dynamic Remotely Operated Navigation Equipment
RPAS = Remotely Piloted Aircraft System
Small - $
Medium
Large
Multi-spectral
Thermal Infrared
Lidar Camera
High resolution digital camera (100 MP)
Lidar Camera
Lidar Camera
Methane Gas Dector
Multi-rotors
Fixed-wing & VTOL
(vertical take-off & land)
1. Aircraft + Sensor (Data Collection)
2. Data Processing & Analyzing (GIS)
3. Information Products
||
+
Information Products
credit: Esri
Great Combo?
Understand recreational flying requirements
Take TRUST
Online recurring training every 24 month
1. Platform + Sensor (Data Collection)
2. Data Processing & Analyzing (GIS)
3. Information Products
1. Platform + Sensor (Data Collection)
2. Data Processing & Analyzing (GIS)
3. Information Products
Structure from Motion (SfM)
Part 2: Data Processing
SfM uses overlapping drone photos to reconstruct a 3D model by identifying common points and calculating their position
Photogrammetry = taking measurement from photos
Part 2: Data Processing
Data Processing
Input Sequences in DD
Increase accuracy of drone map
GCP's make your map accurate BUT do not let you know HOW accurate the map is.
RTK = Real-Time Kinematic
Whidbey Island, Langley Downtown example
gdal2tiles.py --profile=mercator -z 1-22 yourmap.tif outputfolder
git checkout gh-pages
git add outputfolder
git commit -m "Yes... TILE DATA"
git push
http://langleywa.github.io/gisdata/tiles/langley-2nd-street-2014-tms/{z}/{x}/{y}.png
1. Mission Planning
2. Data Processing
3. Information Products
2. Data Processing
WebODM
2. Data Processing
MapsMadeEasy
2. Data Processing
PTGui
MapsMadeEasy
2. Data Processing
Demo example
Credit: Addy Osmani
Saw it from Lyzi Diamond (one of the founder of Maptime)
Tobin Bradley, Mecklenburg County, NC
(Future Talk)
peter.keum@kingcounty.gov