Devis Tuia - Publications, H-index & Citations

Back

Devis Tuia

epfl

63H-index

465Paper Count

1.7WCitation Count

Published Papers 115

Publication Date

CanadaFireSat: Towards high-resolution wildfire forecasting with multiple modalities

ISPRS Journal of Photogrammetry and Remote Sensing

IF12.2

2026-06-19

OAAI

Hugo Porta; Emanuele Dalsasso; Jessica L. McCarty; Devis Tuia

Save

Multi-scale neural networks enhance species distribution modelling across predictors and taxonomic groups

Ecological Informatics

IF7.3

2026-05-16

OAAI

Nina van Tiel; Robin Zbinden; Chiara Vanalli; Benjamin Kellenberger; Loïc Pellissier; Devis Tuia

Save

Self-supervised pre-training enables marine debris detection across sensors

Remote Sensing of Environment

IF11.4

2026-03-31

OAAI

Emanuele Dalsasso; Marc Rußwurm; Christian Donner; Samuel Darmon; Robin de Vries; Michele Volpi; Devis Tuia

Save

Towards ‘digital ecology’: Advances in integrating artificial intelligence from data generation to ecological insight

Methods in Ecology and Evolution

IF6.2

2026-02-03

OAAI

Devis Tuia; Sara Beery; Blair R. Costelloe; Ruth Y. Oliver; Nicolas Lecomte

Save

Mapping land uses following tropical deforestation with location-aware deep learning

ISPRS Journal of Photogrammetry and Remote Sensing

IF12.2

2026-01-07

OAAI

Jan Pišl; Gencer Sumbul; Gaston Lenczner; Camilo Zamora; Martin Herold; Jan Dirk Wegner; Devis Tuia

Save

Self-supervised representation learning for cloud detection using Sentinel-2 images

Remote Sensing of Environment

IF11.4

2025-12-25

OAAI

Yawogan Jean Eudes Gbodjo; Lloyd Haydn Hughes; Matthieu Molinier; Devis Tuia; Jun Li

Save

Earth Action in Transition: Highlights From the 2025 ESA–NASA International Workshop on AI Foundation Models for EO [Space-Agencies]

IEEE Geoscience and Remote Sensing Magazine

IF16.4

2025-12-17

OAAI

Nicolas Longépé; Hamed Alemohammad; Anca Anghelea; Thomas Brunschwiler; Gustau Camps-Valls; Gabriele Cavallaro; Jocelyn Chanussot; Jose Manuel Delgado; Begüm Demir; Nikolaos Dionelis; Paolo Fraccaro; Anna Jungbluth; Robert E. Kennedy; Valerio Marsocci; Muthukumaran Ramasubramanian; Raul Ramos-Pollan; Sujit Roy; Gencer Sümbül; Devis Tuia; Xiao Xiang Zhu; Rahul Ramachandran

Save

2Player: A general framework for self-supervised change detection via cooperative learning

ISPRS Journal of Photogrammetry and Remote Sensing

IF12.2

2025-12-02

OAAI

Manon Béchaz; Emanuele Dalsasso; Ciprian Tomoiagă; Marcin Detyniecki; Devis Tuia

Save

MaskSDM with Shapley values to improve flexibility, robustness and explainability in species distribution modelling

Methods in Ecology and Evolution

IF6.2

2025-11-26

OAAI

Robin Zbinden; Nina van Tiel; Gencer Sumbul; Chiara Vanalli; Benjamin Kellenberger; Devis Tuia

Save

Editorial to the special issue in vision language models for remote sensing analysis and interpretation

ISPRS Journal of Photogrammetry and Remote Sensing

IF12.2

2025-11-04

PREAI

Devis Tuia; Yakoub Bazi; Begüm Demir; Nathan Jacobs; Sylvain Lobry

Save

How to minimize the annotation effort in aerial wildlife surveys

Ecological Informatics

IF7.3

2025-08-19

OAAI

Giacomo May; Emanuele Dalsasso; Alexandre Delplanque; Benjamin Kellenberger; Devis Tuia

Save

Urban visual-spatial intelligence: linking human and sensor perception for sustainable urban development

npj Urban Sustainability

IF8.8

2025-08-12

OAAI

Qihao Weng; Qianbao Hou; Zhixing Chen; Jón Atli Benediktsson; Paolo Gamba; Devis Tuia; Fan Zhang; Yonghao Xu; Meiliu Wu; Na Li; Michael Batty

Save

Impact of emerging compound droughts on forests: A water supply and demand perspective

Plant Biology

IF3.6

2025-08-11

OAAI

C. Werner; M. Bahn; T. E. E. Grams; C. Grossiord; S. Haberstroh; G. Lenczner; D. Tuia; H. Vallicrosa

Save

Preface: Advancing deep learning for remote sensing time series data analysis

REMOTE SENSING OF ENVIRONMENT

IF11.4

2025-05-01

PREAI

Gustau, Hankui K. Zhang; Camps-Valls, Gustau; Liang, Shunlin; Tuia, Devis; Pelletier, Charlotte; Zhu, Zhe

Save

Questions Beyond Pixels: Integrating Commonsense Knowledge in Visual Question Generation for Remote Sensing

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

IF5.3

2025-01-01

PREAI

Siran Li; Li Mi; Javiera Castillo-Navarro; Devis Tuia

Save

Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2025-01-01

PREAI

Tuia, Devis; Schindler, Konrad; Demir, Beguem; Zhu, Xiao Xiang; Kochupillai, Mrinalini; Dzeroski, Saso; van Rijn, Jan N.; Hoos, Holger H.; Del Frate, Fabio; Datcu, Mihai; Markl, Volker; Le Saux, Bertrand; Schneider, Rochelle; Camps-Valls, Gustau

Save

High-resolution population maps derived from Sentinel-1 and Sentinel-2

REMOTE SENSING OF ENVIRONMENT

IF11.4

2024-12-01

OAAI

Metzger, Nando; Daudt, Rodrigo Caye; Tuia, Devis; Schindler, Konrad

Save

Better, Not Just More: Data-centric machine learning for Earth observation

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2024-12-01

OAAI

Roscher, Ribana; Russwurm, Marc; Gevaert, Caroline; Kampffmeyer, Michael; Dos Santos, Jefersson A.; Vakalopoulou, Maria; Haensch, Ronny; Hansen, Stine; Nogueira, Keiller; Prexl, Jonathan; Tuia, Devis

Save

From classification to segmentation with explainable AI: A study on crack detection and growth monitoring

AUTOMATION IN CONSTRUCTION

IF11.5

2024-09-01

OAAI

Forest, Florent; Porta, Hugo; Tuia, Devis; Fink, Olga

Save

On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning

ECOLOGICAL INFORMATICS

IF7.3

2024-07-01

OAAI

Zbinden, Robin; van Tiel, Nina; Kellenberger, Benjamin; Hughes, Lloyd; Tuia, Devis

Save

Research Directions