STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL...
Transcript of STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL...
![Page 1: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/1.jpg)
STORIES FROM AROUND THE
WORLD
![Page 2: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/2.jpg)
LEVEL LEADERBOARD
1
2
3
Discover FME Innovation
Explore New Ideas
Take Inspiration Home
![Page 3: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/3.jpg)
Buccleuch Estates Christine Brown, Edinburgh, Scotland
![Page 4: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/4.jpg)
Objectives
Increase efficiency of farm
maintenance inspections
(fences, gates, troughs).
● Automate compiling and
delivering farm condition
inspection reports.
![Page 5: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/5.jpg)
Challenges
● Existing processes involved manually compiling photos and notes into a Word doc.
● Images and text needed to be converted into a report automatically.
![Page 6: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/6.jpg)
Solution
Source data from
Trimble device
GPS coordinates
and photos
FME Workflow
Buffer, read, clip
features and
attributes
Output to PDF
Farm condition
inspection report
with photos
START FINISH
![Page 7: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/7.jpg)
Input:Data from
Trimble device
![Page 8: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/8.jpg)
Input:Shapefiles and photos online
![Page 9: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/9.jpg)
FME Workspace:Generate farm
condition report
![Page 10: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/10.jpg)
Output: PDF report
![Page 11: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/11.jpg)
Results
● Multi-page PDF showing two
features per page.
● This method is now being tested
throughout Buccleuch Estates.
![Page 12: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/12.jpg)
Benefits
Farm condition reports are
created:
● Faster
● More easily
● In a standardized
format
![Page 13: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/13.jpg)
Tips
● PDFFormatter and PDFStyler
are helpful and easy to use.
● Use Counter and Grouper to
‘pass’ features in order.
![Page 14: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/14.jpg)
Future Plans
● Expand the attribution
data following user
feedback.
● Include the option to
produce reports in a Word
format.
![Page 15: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/15.jpg)
“Using FME with Trimble is a huge time saver for compiling
Farm Condition reports.”
- Christine Brown, Buccleuch Estates
![Page 16: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/16.jpg)
Valeron Enviro Consulting Jaroslav Hruskovic, Slovakia
![Page 17: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/17.jpg)
Objectives
Visualize windfields
for urban architects.
● Convert and analyze
windfield data
models.
![Page 18: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/18.jpg)
Challenges
● Windfield data models were previously discarded, unused.
● Generate windfield maps.
● Perform analysis and calculations on the data.
![Page 19: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/19.jpg)
Solution
Windfield Matrices FME Workspace
Calculate, analyze,
visualize
Result
Multi-page PDF
with results
START FINISH
![Page 20: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/20.jpg)
Input
![Page 21: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/21.jpg)
Output
![Page 22: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/22.jpg)
Output Avg > 1 m/s, max > 10m/s, OR 320 hrs > 5m/s
![Page 23: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/23.jpg)
Results
● A fully developed product offering
wind analysis.
● In demand by architects, especially
for designing outdoor activity
spaces.
![Page 24: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/24.jpg)
Benefits
● Reduced the number of
applications to create an
automated workflow from
many to just one.
● Shortens calculations from
days to hours.
![Page 25: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/25.jpg)
Tips
● Complex challenges can be
simple to solve.
● Group-by makes processing
simple.
![Page 26: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/26.jpg)
“With FME this project can be easily modified and the outputs can be updated with ease.”
- Jaroslav Hruskovic, Valeron Environ Consulting
![Page 27: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/27.jpg)
Future Plans
Extend workflows to identify:
● Typical snow deposition
locations.
● Pollen spread for allergen
prediction map.
![Page 28: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/28.jpg)
STORIES FROM AROUND THE
WORLD
![Page 29: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/29.jpg)
LEVEL LEADERBOARD
1
2
3
Discover FME Innovation
Explore New Ideas
Take Inspiration Home
![Page 30: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/30.jpg)
Tesera Systems Michael Kieser, Canada
![Page 31: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/31.jpg)
Objectives
Create high-resolution
forest inventories.
● Integrate high-resolution
raster and precise vector
data.
● help forestry clients
derive business
information from satellite
imagery, LiDAR, and
ground plots
![Page 32: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/32.jpg)
Challenges
● Integrating high-resolution remotely sensed imagery and LiDAR, with precise ground measured plots
● Managing this data over large project areas 10,000-150,000 km2.
![Page 33: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/33.jpg)
SolutionTiling Scheme
Standard across all
projectsFME Workspaces
Generic across
projects
Tiled Project Data
Universal data
storage & access
START FINISH
Disparate Source Data
LiDAR, CIR, LCC, plot
FME Cloud
![Page 34: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/34.jpg)
Example (re-tile imagery)
● Tiled imagery layers derived from CIR and LiDAR (colour, false colour, NDVI, hillshade, CHM)
● Generate Google Compatible slippy map tiled imagery layers
● Tile layers stored on AWS S3
● Deliver layers in desktop GIS & web viewer (Leaflet, Mapbox)
![Page 35: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/35.jpg)
Add screenshot here
Input
![Page 36: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/36.jpg)
Add screenshot here
FMECloud - 1 kick-off job
![Page 37: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/37.jpg)
Add screenshot here
Tilings
![Page 38: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/38.jpg)
Add screenshot here
FMECloud - 491 server jobs
![Page 39: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/39.jpg)
Results
viewer.hris.tesera.com
![Page 40: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/40.jpg)
Benefits
● Tiling data is fundamental to
automation
● FME Workspaces require only
a few parameter adjustments
for each client
● FMECloud provides scalability
![Page 41: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/41.jpg)
Tip
● BoundingBoxReplacer: 3rd party data
● SpatialRelator: project tile with 3rd party
BB
● Process by project tile
● WebMapTiler: static raster tiles
● AWS S3: storing & serving static raster
tiles
● Can’t wait for vector tiles in FME
![Page 42: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/42.jpg)
“FME Cloud is a critical tool for orchestrating and running our
integration processes.”- Michael Kieser, Tesera Systems
![Page 43: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/43.jpg)
Santa Clara CountySteven Hong, California, USA
![Page 44: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/44.jpg)
Objectives
● Improve the call location
accuracy and response
time for 911 dispatch
system.
● Empower cities to become
data stewards and
contribute addresses on a
regular basis.
![Page 45: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/45.jpg)
Challenges
● Aggregate and standardize 15 different city data schemas.
● Supplement data schemas with public safety layers.
![Page 46: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/46.jpg)
Solution
15 unique
city datasets
FME Workflow
Transform the data into
standardized schemas
Aggregated
address datasets:
RAM + RAMPS
START FINISH
![Page 47: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/47.jpg)
PRE- RAMPS
![Page 48: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/48.jpg)
RAM/RAMPS
![Page 49: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/49.jpg)
Results
● Cities are empowered to contribute
accurate addresses to a county-
wide aggregation.
● Project completed on time.
![Page 50: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/50.jpg)
Results
50% increase in number of
addresses available to 911 operators
![Page 51: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/51.jpg)
Benefits
● Allowed for fast, iterative
changes to workflows as
new data was
discovered.
● Flexibility means being
prepared for future
changes.
![Page 52: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/52.jpg)
Tip
● DuplicateFilter helps identify
duplicate data points (a great
help for a 911 dispatcher
working with addresses)
![Page 53: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/53.jpg)
“FME’s ability to generate multiple formats within the same workflow is a
huge timesaver. ”- Steven Hong, County of Santa Clara
![Page 54: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/54.jpg)
Australian Rail Track Corporation (ARTC) Mike Gresham, Australia
![Page 55: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/55.jpg)
Objectives
Visualize properties for the
design & feasibility phase
of railway construction.
● Create geospatial
representations of land
access agreements.
![Page 56: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/56.jpg)
Challenges
● Integrate an Excel register of land access agreements with GIS land parcel data.
● Agreements may contain multiple land parcels.
● Program covers three states with unique cadastral identifiers.
![Page 57: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/57.jpg)
Solution
Excel Land Agreements
+
GIS Land Parcels
FME Workspace
Split, join, cache,
and validate land
agreement data
Comprehensive
GIS Layer
START FINISH
![Page 58: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/58.jpg)
Data cleaning
and enrichment
![Page 59: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/59.jpg)
DataRestructuring
![Page 60: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/60.jpg)
Output Data
![Page 61: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/61.jpg)
Results
● Visualization of properties and
related access agreements.
● Lowers risk of trespassing.
● Ensures amicable relationships
with land owners.
![Page 62: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/62.jpg)
Benefits
● Ordinary GIS software
would not have been
able to accomplish
this process.
● Automated daily
updates.
![Page 63: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/63.jpg)
Tip
● Take time to understand
FME’s unique capabilities,
how they work, and how they
contribute to the end result.
![Page 64: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/64.jpg)
“FME produced a result where mainstream GIS software couldn’t without the use of scripting.”
- Mike Gresham, ARTC
![Page 65: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/65.jpg)
Plains Midstream Canada Patrick Cheng, Canada
![Page 66: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/66.jpg)
Objectives
Create models for simulating fluid
in pipelines.
● Automate data integration for
pipeline design, optimization,
and leak detection.
● Keep up-to-date with business
demands of using hydraulic
profiling/pressure models.
![Page 67: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/67.jpg)
ChallengeAutomate a previously month-long model creation process.
![Page 68: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/68.jpg)
Solution
FME Workflow
Integrate data and
convert into a text-
based format
SPS
Fully functioning system
GIS spatial data
+
PODS attribute data
START FINISH
![Page 69: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/69.jpg)
B b
Input
![Page 70: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/70.jpg)
FME Workspace
![Page 71: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/71.jpg)
Output
![Page 72: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/72.jpg)
Output
![Page 73: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/73.jpg)
Results
● A fully functioning system replaces models.
● 1 month of effort has been reduced to 1-2 hours.
![Page 74: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/74.jpg)
Benefits
● Increased standardization and
accuracy of pipeline attributes.
● Automation of model creation.
● Time is saved to free up
resources and staff workload.
![Page 75: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/75.jpg)
Tips
● ListBuilder, Sorter, and
Concatenator are helpful for
creating multiline attributes.
● ExpressionEvaluator is helpful
for creating scaling factors.
● StringConcatenator is helpful
for generating script syntax.
![Page 76: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/76.jpg)
“I have definitely seen a much greater scope of functionality for FME that is not limited to just
GIS data.”
- Patrick Cheng, Plains Midstream Canada
![Page 77: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/77.jpg)
AbleyTodd Davis, New Zealand
![Page 78: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/78.jpg)
Objectives
Improve road safety with a
new Safe View product.
● Analyze roads and
calculate overtaking
visibility and limitations.
● Scalable, automated
process.
![Page 79: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/79.jpg)
Challenges
● Developing a methodology. Workflowallows for varying input/scenarios.
● Handling large data volumes ofhigh-accuracy LiDAR.
● Building an optimised, scalable workflowthat can perform billions of calculationsquickly and accurately.
![Page 80: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/80.jpg)
Solution
Road Centerline
Digital Surface Model/
LiDAR
FME Workspace
Integrate datasets,
calculate visibility
Visibility
Obstruction
Dataset
START FINISH
![Page 81: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/81.jpg)
Output
![Page 82: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/82.jpg)
Output
![Page 83: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/83.jpg)
Output
![Page 84: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/84.jpg)
Output
![Page 85: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/85.jpg)
Output
![Page 86: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/86.jpg)
Results
● Safe View was field validated and accepted as
accurate by the New Zealand Transport Agency.
● Scalable road safety product that can be utilised
anywhere within the world.
● Enhanced existing road safety processes.
![Page 87: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/87.jpg)
Benefits
● Allows roading authorities to
have confidence in their
placement of yellow “no
overtaking” lines.
● Highlights area that can be
considered for minor
realignment, regrading, or
vegetation management to
create or extend overtaking
opportunities.
![Page 88: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/88.jpg)
Tip
● Point Cloud processing in FME is very
fast.
● Point Clouds don’t need to have
geometry.
● Getting rid of attributes/components that
aren’t used will make your process run
quicker.
![Page 89: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/89.jpg)
“FME enabled us to add value to existing datasets, re-purposing and leveraging
data that was already captured.”
- Todd Davis, Abley
![Page 90: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/90.jpg)
Suncor Energy Inc. Alonzo de la Cruz, Canada
![Page 91: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/91.jpg)
Objectives
Performing geospatial data
integration for subsurface
engineers.
● Reduce time spent on
straightforward but time-
consuming data integration
tasks.
● Reduce human error.
![Page 92: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/92.jpg)
Challenges
● Existing processes involved manual steps across several applications.
● Large data volumes needed cleaning and formatting.
![Page 93: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/93.jpg)
Solution
Source Datafrom many systems
SolutionConvert, Manipulate, Clean
Usable Datafor engineers
START FINISH
![Page 94: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/94.jpg)
FME Workspace: Get corners of
GeoTIFFs
![Page 95: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/95.jpg)
FME Workspace: Transform data from 3 database tables
![Page 96: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/96.jpg)
Results
● Subsurface teams (geologists & geotechs)
access data within minutes of their requests.
● Geospatial data tasks are reduced from hours of
manual work to minutes of automated work.
![Page 97: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/97.jpg)
Benefits
Alonzo is the hero at work.
● Data integration reduced from
hours to minutes.
● Removed manual work to
create an automated process.
● Reduced risk of human error.
![Page 98: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/98.jpg)
Tips
● FME is great for data cleaning
and reformatting.
● A simple FME Workspace can
be your most powerful tool.
![Page 99: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/99.jpg)
“By automating mundane tasks with FME, you can massively improve the quality of
your work, and your work life.”
- Alonzo de la Cruz, Suncor Energy Inc.
![Page 100: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/100.jpg)
GHDSteven Cyphers, California, USA
![Page 101: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/101.jpg)
Objectives
Gather business intelligence
from monetary data.
● Analyze company
spending for
abnormalities.
● Find investment
diversification
opportunities.
![Page 102: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/102.jpg)
Challenges
● Large data volumes. Must extract relevant data from 21 million filings (450 GB).
● Cleaning, formatting, and categorizing unstructured text.
![Page 103: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/103.jpg)
Solution
EDGAR Files
Pull filings from the
web via API.
FME Workspace
Pull, retrieve, aggregate,
& apply machine learning.
Data Collation
Put into SAP HANA
for further BI tasks.
START FINISH
![Page 104: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/104.jpg)
Input
![Page 105: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/105.jpg)
Add screenshot here
FME Workspace
![Page 106: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/106.jpg)
Results
Data is in SAP HANA for
business intelligence:
● Financial data collation.
● Keywords are flagged for
further exploration.
![Page 107: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/107.jpg)
Benefits
● Gathered publicly
available data and
derived business
intelligence for a
competitive edge.
![Page 108: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/108.jpg)
“I would never want to tackle this with just Python, Spark or AWS Glue.
I use FME for everything.”
- Steven Cyphers, GHD
![Page 109: STORIES FROM AROUND THE WORLD - Globema.com€¦ · STORIES FROM AROUND THE WORLD. LEVEL LEADERBOARD 1 2 3 Discover FME Innovation Explore New Ideas Take Inspiration Home. Buccleuch](https://reader033.fdocuments.in/reader033/viewer/2022042810/5f98ac4474241b2759787039/html5/thumbnails/109.jpg)
Tip
AttributeManager + HTTPCaller
are your BFFs for building APIs.