Analyzing Spatio-Temporal Machine Learning Models through Input Perturbation

Claire Robin; Vitus Benson; Christan Requena-Mesa; Lazaro Alonso; Jeran Poehls; Marc Rußwurm; Nuno Carvalhais; Markus Reichstein

doi:10.5194/egusphere-egu24-17389

Analyzing Spatio-Temporal Machine Learning Models through Input Perturbation

Claire Robin, Vitus Benson, Christan Requena-Mesa, Lazaro Alonso, Jeran Poehls, Marc Rußwurm, Nuno Carvalhais, Markus Reichstein

Research output: Contribution to conference › Abstract

Original language	English
DOIs	https://doi.org/10.5194/egusphere-egu24-17389
Publication status	Published - 11 Mar 2024
Event	EGU General Assembly 2024 - Vienna, Austria Duration: 14 Apr 2024 → 19 Apr 2024

Conference

Conference	EGU General Assembly 2024
Country/Territory	Austria
City	Vienna
Period	14/04/24 → 19/04/24

Access to Document

10.5194/egusphere-egu24-17389Licence: CC BY

https://edepot.wur.nl/660513Licence: CC BY

Cite this

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title = "Analyzing Spatio-Temporal Machine Learning Models through Input Perturbation",

author = "Claire Robin and Vitus Benson and Christan Requena-Mesa and Lazaro Alonso and Jeran Poehls and Marc Ru{\ss}wurm and Nuno Carvalhais and Markus Reichstein",

year = "2024",

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day = "11",

doi = "10.5194/egusphere-egu24-17389",

language = "English",

note = "EGU General Assembly 2024 ; Conference date: 14-04-2024 Through 19-04-2024",

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T1 - Analyzing Spatio-Temporal Machine Learning Models through Input Perturbation

AU - Robin, Claire

AU - Benson, Vitus

AU - Requena-Mesa, Christan

AU - Alonso, Lazaro

AU - Poehls, Jeran

AU - Rußwurm, Marc

AU - Carvalhais, Nuno

AU - Reichstein, Markus

PY - 2024/3/11

Y1 - 2024/3/11

U2 - 10.5194/egusphere-egu24-17389

DO - 10.5194/egusphere-egu24-17389

M3 - Abstract

T2 - EGU General Assembly 2024

Y2 - 14 April 2024 through 19 April 2024

ER -