WTD Drone Program
We Came, We Flew, We Mapped..
Peter Keum, GISP
Drone Program Lead/GIS Analyst
June 9, 2026
From Buzz to Business
- Quick History
-
Where are We Now:
- Hardware/Software/Pilots
-
Things We've Done and Doing:
- Integration of Drone with GIS
383
2,000,000
(2 Million)
15,000
178,000,000
(178 Million)
Guess??
383 Miles
of Pipe
2,000,000 (2 Million) People
15,000 Trucks
178,000,000 (178 Million) MGD (Million Gallons/Day)





King County Wastewater Treatment by Numbers
-
2 million residents
-
34 Agencies
-
424 square miles
-
383 miles sewer pipeline (2.5 inch to 14 ft)
-
74 facilities (PS & RS)
-
3 Treatment Plants: 180 MGD ~ Max. 460 MGD

Seattle, WA --> Medford, OR
Brightwater TP

WTD GIS Team

-
10 GIS Specialists
-
4 FAA Certified Pilots
-
3 Studying to be Certified
-
Two Interns
-
Olivia
-
Max
-
Supervisor

WTD GIS
Maintain Sewer GIS Data
-
FIRS (Facility Information Retrieval System) Data
- Maintenance Hole
- Pipes
- Pump Stations
- Regulator Stations
- Treatment Plants
- Outfalls
- Flow Monitors
- CP Stations
- Connection Points
- Site Plan Data
- 3D Models
- Drone Collected Data
- .... many many more

WTD
GIS
DATA
GIS Data:
The core of a GIS is its Database
BUT.....There are 17 county agencies support
King County GIS Data Library System

WTD
GIS Data:
The core of a GIS is its Database
So Let's Dive in!
RPAS - Remotely Piloted Aircraft System
FAA Definition: Unmanned Aircraft (UA) system that is operated by a pilot via ground control or on-board computer.



RPAS Categories
Small
- Size: 1 - 2 meters ( 3 ft - 6.5 ft), < 55 lbs.
- Control: Visual line of sight, Radio control
- DJI M3E, M400, ScanEagle
Medium
- Size: Equivalent to a car, ~ 1000 lbs.
Large
- Size: > 30,000 lbs.



RPAS as Platform
Multi-rotors
Fixed-wing & VTOL

- Shorter flight time (< 45 min)
- Cover smaller area
- Highly maneuverable
- Less expensive
- Access to confined spaces
- Long flight time (+ 40min)
- Covers very large area

(vertical take-off & land)

Sensors Payload


Multi-spectral
Thermal Infrared

Lidar Camera

High resolution digital camera (100 MP)

Lidar Camera
Lidar Camera
Methane Gas Dector
1. Aircraft + Sensor (Data Collection)
2. Data Processing & Analyzing (GIS)
3. Information Products
=
+



1. Platform + Sensor (Data Collection)
2. Data Processing & Analyzing (GIS)
3. Information Products



Standard Drone Workflow




Drone

GIS
Great Combo?
&
Great combo !
GIS & DRONE


FAA Regulations - Where are we now?

Regulations
Commercial/Governmental
FAA Part 107 Rule, July 2016
-
Need FAA Remote Pilot Certification (Pilot license NOT needed)
-
~460,375 - Remote pilots certified (Oct. 2025)
-
433,407 - Commercial Drones Registered (Oct. 2025)
- $175 to take the test
-
Fly under 400 feet above ground level
-
Not to fly < 5 nautical miles around airport
-
Aircraft < 55 lbs.
-
Fly during daytime or night time operation with appropriate lighting
-
Fly visual line of sight ( VLOS)
-
No flight over non-participating people
- ...and many, many more.....
FAA Part 107 Rule
-
Be at least 16 yrs old
-
Pass the initial aeronautical knowledge exam
-
Online recurring training every 24 month
-
Understand recreational flying requirements
-
Take TRUST
-
Online recurring training every 24 month
DJI Mavic 2 Pro (1)

Mavic 2 Ent. Adv. (1)

Mavic 3 Ent (2)


2021
2022
2023
Matrice 4 Ent. (1)
2025
Total: ~ $27,000
Current Hardware
DJI Mavic 2 Pro < $1,800 (Retired)

DJI Mavic 2 Pro Ent. Adv $6,500
DJI Avata $1,300


Mavic 3 Ent (2x)
$3,800
20 MP/ 56x zoom
20 MP
12 MP/ 32x zoom
+ Thermal


Matrice 4 Ent
~ $5,300
Latest Hardware

$11,000
All WEather
L3 - lidar
~ $ 18,000


H30T - Thermal
~ $ 12,000
KC Wastewater Treatment Drone Program

People
+
Technology
+
Organization
=
Drone Program
WTD GIS Drone Program
Building Drone Program
E3 S3
-
Small
-
Share
-
Structure
Easy
Efficient
Effective
HOW?
WHY?
Why Use Drones?
1. Easy - Simple with little effort

Automatic
Repeatable
E3

1. Easy - Simple with little effort
Automatic Repeatable
Brightwater TP - Aeriation Basin Opt. Construction
Flight Control App
Automate Flight Planning - Fly Consistently for overlapping images
Can fly manually but it's like mowing with scissors


Why Use Drones?
2. Efficient - Results without waste
Safety of staffs & Save Time & $$

E3
Data Processing - Efficient


- Cloud Storage & Cloud Data Processing
- Flight Planning from Desktop - fly on Mobile (controller)
- Cloud storage/Cloud Processing
- Centralized System
- Project Deliverables
2. Efficient - Results without waste
Safety of staffs & Save Time & $$


West Point
Treatment
Plant
Discovery Park
Blvd
Dec 2024
E3

Why Use Drones?
3. Effective - Producing Results




E3
0.50 in/px
June 2025

6x time the resolution
(from KC Aerial Imagery - June 2025)

- Environmental Monitoring
Examples - Effective
August 2022
March 2022



April 2023
Construction Site Monitoring
3. Effective - Producing Results
E3
- Construction Site Monitoring
Examples - Effective
West Point Treatment Plant Raw Sewage Pump Building
Ship Canal Water Quality - TBM
3. Effective - Producing Results
E3
Why Use Drones?
2. Efficient - Results without waste
Safety of staffs & Save Time & $$

Inspecting Inside Digester (2024)




Inspecting Inside Digester
2. Efficient - Results without waste
Safety of staffs & Save Time & $$


West Point
Treatment
Plant
Discovery Park
Blvd
Dec 2024

Why Use Drones?
3. Effective - Producing Results




- Update 2D aerial map
Examples - Effective

- 1172 Photos
- 0.57in/px
0.50 in/px
June 2025

6x time the resolution
(from KC Aerial Imagery - June 2025)




3. Effective - Producing Results
Sep 2023
Oct 2024
June 2025
Compost LOOP
pilot-project
- Monitoring & Mitigation (ECSS)
March 2022
April 2024

August 2025

3. Effective - Producing Results

- Construction Site Monitoring
3. Effective - Producing Results
- Construction Site Monitoring
3. Effective - Producing Results

Ship Canal Water Quality - TBM (2023)
3. Effective - Producing Results
Ship Canal Water Quality - TBM
3. Effective - Producing Results
Helping KC Parks




Helping KC Parks



Building Drone Program
E3S3
-
Small
-
Share
-
Structure
WHY
-
Easy
-
Efficient
-
Effective
HOW

WHY?
- Ensure Continous Operation
- Support Capital Delivery & Maintenance
DJI Mavic 2 Pro (1)

Mavic 2 Ent. Adv. (1)

Mavic 3 Ent (2)


2021
2022
2023
Matrice 4 Ent. (1)
2025
Total: < $22,000
-
Small
-
Share
-
Structure
S3: Small
$1,800 (Retired)
$6,500
$3,800
$5,300/
$8,500
Latest Hardware


$11,000
All WEather
RGB Camera
~ $10,500
Lidar Sensor
~ $ 17,500

S3: Share
WTD Examples: 2D Aerial
Brightwater Treatment Plant - Construction Aeriation BuildingExamples - Integrating with GIS
Examples - Integrating with GIS
Examples - Integrating with GIS

S3: Structure
Check List

Workflow Development

WTD Drone Dashboard
KC Wastewater Treatment Drone Program

People
+
Technology
+
Organization
=
Drone Program
Proof Of Concept
Lidar SLAM (Simultenous Localization and Mapping) Handheld Unit
Proof Of Concept
Lidar SLAM Handheld Unit
Examples


Proof Of Concept (new)
(Lidar data + Camera photo ) x Gaussian Splatting = below

WHOA!
Just another tool in the toolbox


Famous Original Quote

They Both are RIGHT!

peter.keum@kingcounty.gov
Q2 - 2026 WTD PPD Supervisor Presentation
By Peter Keum
Q2 - 2026 WTD PPD Supervisor Presentation
Presentation for WLRD (WEAT) program in-person about WTD Drone program.
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