From Field to Digital Twin: Leveraging FME for Efficient Data Inges...

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From Field to Digital Twin:
Leveraging FME for
Efficient Data Ingestion in
Disaster Recovery
Management
GeneGIS GI s.r.l.
...

2025
The
Peak
of
Data
and
AI
Gianmarco
Corvino
FME & Data Integration Expert
GeneGIS GI s.r.l.
Luca Raso
Business Area Man...

1. Risks and damages
identiﬁcation
2. Pangea Cloud & QField
3. FME as Integration Platform
4. AI bonus Track
5. Conclusion...

Risks and
Damages
Identiﬁcation
Section 1

2025
The
Peak
of
Data
and
AI
Disasters and complex emergencies
often have a signiﬁcant impact on the
environment. A key el...

2025
The
Peak
of
Data
and
AI
Screen and Map
Before
Potential Risks
After
Damages
During
Continuous
monitoring
Ph. by canna...

2025
The
Peak
of
Data
and
AI
Near Turin (NW Italy), a major
environmental transformation is
underway thanks to a new Compa...

2025
The
Peak
of
Data
and
AI
Screen and Map
Since 2022, GeneGIS GI has been
involved in the management of the data
of the ...

2025
The
Peak
of
Data
and
AI
Data acquisition for three
years and beyond…
● 6 aerial photogrammetric surveys (twice a
year...

Pangea Cloud
& QField
Section 2

Pangea Cloud, developed by
GeneGIS GI, is the cutting-edge
web-based platform designed for
the management of environmental...

2025
The
Peak
of
Data
and
AI
Pangea Cloud

Pangea Cloud allows the integration of data
collected from various sources, including
aircraft, drones and satellites, wit...

2025
The
Peak
of
Data
and
AI

QField is the leading professional
ﬁeldwork app used in enterprise
settings for efficient geospatial data
collection and m...

2025
The
Peak
of
Data
and
AI
The QField app can be considered as
the mobile extension of the open-
source geographic infor...

2025
The
Peak
of
Data
and
AI
On-site survey driven by QField
app: users can collect spatial
data (points, polygons, lines)...

2025
The
Peak
of
Data
and
AI
In the mine the QField App is used to
get ﬁeld data quickly
Every technician can:
● Get geota...

2025
The
Peak
of
Data
and
AI
In the mine the QField App is used to
get ﬁeld data quickly
Each Qﬁeld project can be:
● Merg...

2025
The
Peak
of
Data
and
AI
QGIS Projects:
enhance data
deepness and
increase quality of
ﬁeld surveys.
QGIS
Users can inc...

FME as
Integration
Platform
Section 3

2025
The
Peak
of
Data
and
AI
At GeneGIS GI, we’re
excited to share our solution
and innovative approach to
data management...

2025
The
Peak
of
Data
and
AI
QField or QGIS project folder
(data, attachments, .qgs ﬁle) is
zipped and upload to FME Flow
...

2025
The
Peak
of
Data
and
AI
FME as Integration Platform

2025
The
Peak
of
Data
and
AI
FME as Integration Platform
QField project and its dataset are
uploaded into the FME Flow
Web...

2025
The
Peak
of
Data
and
AI
FME as Integration Platform
FME Parameters:
● Pangea Cloud Token
● Zip Folder
● Check for 3d ...

2025
The
Peak
of
Data
and
AI
FME as Integration Platform
Workflow starts reading and
splitting different files (filter by
ext...

2025
The
Peak
of
Data
and
AI
FME as Integration Platform
Vector styles used in QGIS are extracted from .qgs ﬁle and
applie...

2025
The
Peak
of
Data
and
AI
FME as Integration Platform
Spatial datasets (vector,
raster, point clouds) are
managed to be...

2025
The
Peak
of
Data
and
AI
FME as Integration Platform
Multimedia attachments (photos, videos, audios, pdfs) are
geotagg...

2025
The
Peak
of
Data
and
AI
FME as Integration Platform
Step 4
Create project structure for Pangea Cloud from .qgs ﬁle an...

2025
The
Peak
of
Data
and
AI
Upload different dataset
(items) to Pangea Cloud
platform preparing body
API for each item ty...

2025
The
Peak
of
Data
and
AI
Telegram notiﬁcation for
uploading completed.
FME as Integration Platform
Step 6
TelegramConn...

2025
The
Peak
of
Data
and
AI
Entire project and its datasets are ready to be consultable in
Pangea Cloud
FME as Integratio...

2025
The
Peak
of
Data
and
AI
FME as Integration Platform
Step 7

2025
The
Peak
of
Data
and
AI
FME as Integration Platform
Step 7

2025
The
Peak
of
Data
and
AI
FME as Integration Platform
Step 7

AI Bonus Track
Section 4

During ﬁeld surveys it may be
necessary to note down a large
amount of information in a short
time.

One applicable solution could be to
record an audio content to
transcribe later.

2025
The
Peak
of
Data
and
AI
Audio recordings attached in
QField are transcribed using AI
#AllData #AnyAI

2025
The
Peak
of
Data
and
AI
Whisper AI
Audio Files are:
● Splitted into 30-second chunks
● Converted into a log-Mel spect...

2025
The
Peak
of
Data
and
AI
“Whisper is an automatic speech
recognition (ASR) system trained
on 680,000 hours of multilin...

2025
The
Peak
of
Data
and
AI
How do we do this?

Conclusions
Section 5

2025
The
Peak
of
Data
and
AI
FME as Integration Platform

2025
The
Peak
of
Data
and
AI
Recap: Any Data,
Anywhere
Using FME as Integration Layer it’s possible to:
● Develop differen...

2025
The
Peak
of
Data
and
AI
ThankYou
Luca Raso
GeneGIS GI
l.raso@genegis.net
Gianmarco Corvino
GeneGIS GI
g.corvino@geneg...

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