Natural Hazards and Earth System Sciences
Natural Hazards
and Earth System Sciences
Natural Hazards
and Earth System Sciences
Articles | Volume 20, issue 12
Articles | Volume 20, issue 12
Nat. Hazards Earth Syst. Sci., 20, 3455–3483, 2020
https://doi.org/10.5194/nhess-20-3455-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
Nat. Hazards Earth Syst. Sci., 20, 3455–3483, 2020
https://doi.org/10.5194/nhess-20-3455-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 20, issue 12
Research article
16 Dec 2020
Research article | 16 Dec 2020

INSPIRE standards as a framework for artificial intelligence applications: a landslide example

Gioachino Roberti et al.

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Short summary
We show how INSPIRE, the European initiative to standardize data across borders, can be used to produce explainable AI-based applications. We do so by producing landslide susceptibility maps for the Veneto region in Italy. EU countries are mandated by law to implement the INSPIRE data framework by 2021, but they are aligning and serving INSPIRE data at a slow pace. Our paper can provide a boost to INSPIRE implementation as it shows the value of standardized data.
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