OntoLULC-SOTA: An ontology based approach to make systematic reviews for LULC data

Cubaud, Martin; Olteanu-Raimond, Ana-Maria; Fonte, Cidalia C.; Duarte, Diogo; Estima, Jacinto; See, Linda; Gonthier, Nicolas; Jolivet, Laurence; Mallet, Clément; Le Bris, Arnaud; Antoniou, Vyron

doi:10.5194/isprs-annals-XI-1-2026-473-2026

Articles | Volume XI-1-2026

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Articles | Volume XI-1-2026

https://doi.org/10.5194/isprs-annals-XI-1-2026-473-2026

Articles | Volume XI-1-2026

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03 Jul 2026

| 03 Jul 2026

OntoLULC-SOTA: An ontology based approach to make systematic reviews for LULC data

Martin Cubaud, Ana-Maria Olteanu-Raimond, Cidalia C. Fonte, Diogo Duarte, Jacinto Estima, Linda See, Nicolas Gonthier, Laurence Jolivet, Clément Mallet, Arnaud Le Bris, and Vyron Antoniou

Martin Cubaud

Univ Gustave Eiffel, Géodata Paris, IGN, LASTIG, F-77454 Marne-la-Vallée, France

Ana-Maria Olteanu-Raimond

Univ Gustave Eiffel, Géodata Paris, IGN, LASTIG, F-77454 Marne-la-Vallée, France

Cidalia C. Fonte

https://orcid.org/0000-0001-9408-8100

Institute for Systems Engineering and Computers at Coimbra (INESC Coimbra), 3030-290 Coimbra, Portugal

University of Coimbra, Department of Mathematics, Apartado 3008, EC Santa Cruz, 3001-501 Coimbra, Portugal

Diogo Duarte

Institute for Systems Engineering and Computers at Coimbra (INESC Coimbra), 3030-290 Coimbra, Portugal

University of Coimbra, Department of Electrical and Computer Engineering, Polo 2, 3030-290 Coimbra

Jacinto Estima

University of Coimbra, CISUC, Department of Informatics Engineering, Rua Sílvio Lima, 3030-290 Coimbra, Portugal

Linda See

International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria

Nicolas Gonthier

Univ Gustave Eiffel, Géodata Paris, IGN, LASTIG, F-77454 Marne-la-Vallée, France

Laurence Jolivet

Univ Gustave Eiffel, Géodata Paris, IGN, LASTIG, F-77454 Marne-la-Vallée, France

Clément Mallet

Univ Gustave Eiffel, Géodata Paris, IGN, LASTIG, F-77454 Marne-la-Vallée, France

Arnaud Le Bris

Univ Gustave Eiffel, Géodata Paris, IGN, LASTIG, F-77454 Marne-la-Vallée, France

Vyron Antoniou

Hellenic Army Geographical Directorate, 15561 Cholargos, Greece

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COMPARISON OF TWO DATA FUSION APPROACHES FOR LAND USE CLASSIFICATION

M. Cubaud, A. Le Bris, L. Jolivet, and A.-M. Olteanu-Raimond

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 699–706, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-699-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-699-2023, 2023

The Global-Local loop: what is missing in bridging the gap between geospatial data from numerous communities?

Clément Mallet and Ana-Maria Raimond

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-1-2026, 481–488, https://doi.org/10.5194/isprs-annals-XI-1-2026-481-2026,https://doi.org/10.5194/isprs-annals-XI-1-2026-481-2026, 2026

A Method for Spatializing Disturbance by Detecting Human-Wildlife Encounters from GNSS Trajectories

John Dawson, Veronika Peralta, Ana-Maria Olteanu-Raimond, Thomas Devogele, and Mathieu Garel

AGILE GIScience Ser., 7, 2, https://doi.org/10.5194/agile-giss-7-2-2026,https://doi.org/10.5194/agile-giss-7-2-2026, 2026

Gathering a multicultural ontology of outdoor and hiking landmarks from direct terrain observations and sketch maps

Pyry Kettunen, Eva Nuhn, Marie-Dominique Van Damme, and Ana-Maria Olteanu-Raimond

Abstr. Int. Cartogr. Assoc., 7, 74, https://doi.org/10.5194/ica-abs-7-74-2024,https://doi.org/10.5194/ica-abs-7-74-2024, 2024

Flood simulation with the RiverCure approach: the open dataset of the 2016 Águeda flood event

Ana M. Ricardo, Rui M. L. Ferreira, Alberto Rodrigues da Silva, Jacinto Estima, Jorge Marques, Ivo Gamito, and Alexandre Serra

Earth Syst. Sci. Data, 16, 375–385, https://doi.org/10.5194/essd-16-375-2024,https://doi.org/10.5194/essd-16-375-2024, 2024

Short summary

Floods are among the most common natural disasters responsible for severe damages and human losses. Agueda.2016Flood, a synthesis of locally sensed data and numerically produced data, allows complete characterization of the flood event that occurred in February 2016 in the Portuguese Águeda River. The dataset was managed through the RiverCure Portal, a collaborative web platform connected to a validated shallow-water model.

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COMPARISON OF TWO DATA FUSION APPROACHES FOR LAND USE CLASSIFICATION

M. Cubaud, A. Le Bris, L. Jolivet, and A.-M. Olteanu-Raimond

A CLASSIFICATION MODEL FOR THE INFERENCE OF SPATIAL PRECISION OF OPENSTREETMAP BUILDINGS WITH INTRINSIC INDICATORS

I. Maidaneh Abdi, A. Le Guilcher, and A.-M. Olteanu-Raimond

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 167–174, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-167-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-167-2023, 2023

AUTOMATIC NON-RESIDENTIAL BUILT-UP MAPPING OVER NATIONAL EXTENTS WITH A SENTINEL-2 IMAGE SEGMENTATION MODEL TRAINED WITH ANCILLARY CENSUS DATA

D. Duarte and C. C. Fonte

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 813–820, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-813-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-813-2023, 2023

What could perceptive and sensitive mapping be used for? Examples of use in urban planning projects

Catherine Domingues, Laurence Jolivet, and Eric Mermet

Abstr. Int. Cartogr. Assoc., 6, 55, https://doi.org/10.5194/ica-abs-6-55-2023,https://doi.org/10.5194/ica-abs-6-55-2023, 2023

A lightweight ontology for landmarks to assist rescue in mountainous areas

Ana-Maria Olteanu-Raimond, Mattia Bunel, Catherine Dominguès, Cécile Duchêne, Laurence Jolivet, Sébastien Mustière, Marie-Dominique Van Damme, Olivier Favre, and Véronique Gendner

Adv. Cartogr. GIScience Int. Cartogr. Assoc., 4, 15, https://doi.org/10.5194/ica-adv-4-15-2023,https://doi.org/10.5194/ica-adv-4-15-2023, 2023

Panel of sensitive mapping experiments with respect to various sources of information

Laurence Jolivet, Daphné Bostancıoğlu, Catherine Dominguès, Éric Mermet, and Sevil Seten

Proc. Int. Cartogr. Assoc., 5, 7, https://doi.org/10.5194/ica-proc-5-7-2023,https://doi.org/10.5194/ica-proc-5-7-2023, 2023

Analysis of cycling network evolution in OpenStreetMap through a data quality prism

Raphaël Bres, Veronika Peralta, Arnaud Le-Guilcher, Thomas Devogele, Ana-Maria Olteanu Raimond, and Cyril de Runz

AGILE GIScience Ser., 4, 3, https://doi.org/10.5194/agile-giss-4-3-2023,https://doi.org/10.5194/agile-giss-4-3-2023, 2023

A method to produce metadata describing and assessing the quality of spatial landmark datasets in mountain area

Marie-Dominique Van Damme and Ana-Maria Olteanu-Raimond

AGILE GIScience Ser., 3, 17, https://doi.org/10.5194/agile-giss-3-17-2022,https://doi.org/10.5194/agile-giss-3-17-2022, 2022

IMPROVING LOCAL ADAPTIVE FILTERING METHOD EMPLOYED IN RADIOMETRIC CORRECTION OF ANALOGUE AIRBORNE CAMPAIGNS

L. Lelégard, A. Le Bris, and S. Giordano

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 1217–1222, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1217-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1217-2022, 2022

AUTOMATIC ALGORITHM FOR GEOREFERENCING HISTORICAL-TO-NOWADAYS AERIAL IMAGES ACQUIRED IN NATURAL ENVIRONMENTS

D. Craciun and A. Le Bris

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 21–28, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-21-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-21-2022, 2022

ANALYSIS OF MASSIVE IMPORTS OF OPEN DATA IN OPENSTREETMAP DATABASE: A STUDY CASE FOR FRANCE

A. Le Guilcher, A.-M. Olteanu-Raimond, and M. B. Balde

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2022, 99–106, https://doi.org/10.5194/isprs-annals-V-4-2022-99-2022,https://doi.org/10.5194/isprs-annals-V-4-2022-99-2022, 2022

GEOGRAPHICAL TRANSFERABILITY OF LULC IMAGE-BASED SEGMENTATION MODELS USING TRAINING DATA AUTOMATICALLY GENERATED FROM OPENSTREETMAP – CASE STUDY IN PORTUGAL

D. Duarte, C. C. Fonte, J. Patriarca, and I. Jesus

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 25–31, https://doi.org/10.5194/isprs-annals-V-3-2022-25-2022,https://doi.org/10.5194/isprs-annals-V-3-2022-25-2022, 2022

Lessons learned from a VGI initiative for Land Use monitoring

Ana-Maria Olteanu-Raimond, Marie-Dominique Van Damme, and Laurence Jolivet

Abstr. Int. Cartogr. Assoc., 3, 225, https://doi.org/10.5194/ica-abs-3-225-2021,https://doi.org/10.5194/ica-abs-3-225-2021, 2021

An attempt to define perceptive and sensitive mapping through lived space experiments

Catherine Dominguès, Laurence Jolivet, Éric Mermet, and Sevil Seten

Abstr. Int. Cartogr. Assoc., 3, 70, https://doi.org/10.5194/ica-abs-3-70-2021,https://doi.org/10.5194/ica-abs-3-70-2021, 2021

Modelling and building of a graph database of multi-source landmarks to help emergency mountain rescuers

Veronique Gendner, Marie-Dominique Van Damme, and Ana-Maria Olteanu-Raimond

Abstr. Int. Cartogr. Assoc., 3, 90, https://doi.org/10.5194/ica-abs-3-90-2021,https://doi.org/10.5194/ica-abs-3-90-2021, 2021

Place names in Spanish Republican Life Stories: spatial patterns in locations and perceptions

Laurence Jolivet, Carmen Brando, and Catherine Dominguès

Proc. Int. Cartogr. Assoc., 4, 49, https://doi.org/10.5194/ica-proc-4-49-2021,https://doi.org/10.5194/ica-proc-4-49-2021, 2021

Mapping and characterizing animals’ places of interest in forest environment

Laurence Jolivet, Florian Masson, and Sonia Saïd

Proc. Int. Cartogr. Assoc., 4, 51, https://doi.org/10.5194/ica-proc-4-51-2021,https://doi.org/10.5194/ica-proc-4-51-2021, 2021

Lived and perceived space during lock-down in a sensitive map approach

Laurence Jolivet, Catherine Dominguès, Éric Mermet, and Sevil Seten

Proc. Int. Cartogr. Assoc., 4, 50, https://doi.org/10.5194/ica-proc-4-50-2021,https://doi.org/10.5194/ica-proc-4-50-2021, 2021

OntoLULC-SOTA: An ontology based approach to make systematic reviews for LULC data

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