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SIMPLIFY YOUR
DATA COLLECTION
WORKFLOW
Colin Campbell, PhD
RICE BIOMASS PRODUCTION
INTERCEPTED SOLAR
RADIATION
BAD DATA
Rt(MJm
-2
d
-1
)
0
5
10
15
20
25
30
Rn/Rt
0.4
0.5
0.6
0.7
0.8
(a)
(b)
GOAL OF RESEARCH
SIMPLIFIED?
“Everything should be
made as simple as
possible but no simpler.”
-Albert Einstein
TELEMETRY
Definition
An automated communications process by which
measurements and other data are collected at remote or
inaccessible points and transmitted to receiving
equipment for monitoring.
Focus
Create a telemetry system (wireless communication) that
removes wasted efforts from projects
TELEMETRY
Data delivery
Connecting and maintaining a network
Power
Maintaining adequate power to keep system running
Sensor configuration
Setting up system correctly
Data review and processing
Ensuring sensors are outputting expected data from the duration of the experiment
Site metadata
Installation depths or heights, deviations from plan, soil type, etc.
DATA DELIVERY
DATA VISUALIZATION
DATA VISUALIZATION
METADATA
Onboard GPS, Barometric Pressure, Logger temperature
SITE POWER
OFF THE GRID
SYSTEM CONFIGURATION
ERROR CHECKING
SITE VISITS
TELEMETRY
Waste
Anything that doesn’t add value to the discovery process
Refined workflow
Telemetry reduces time and effort for tasks that don’t add value
Spend more time with your data
 Cloud collected data makes it accessible anywhere
 Power management reduces site visits
 Error checking and quick visualization exposes problems quickly

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