Mario Caetano

According to our database, Mario Caetano authored at least 25 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Accuracy Assessment and Comparison of National, European and Global Land Use Land Cover Maps at the National Scale - Case Study: Portugal.

Cidália Costa Fonte, Diogo Duarte, Ismael Jesus, Hugo Costa, Pedro Benevides, Francisco D. Moreira, Mário Caetano

Remote. Sens., May, 2024

Continuous forest loss monitoring in a dynamic landscape of Central Portugal with Sentinel-2 data.

Daniel Moraes, Bruno Barbosa, Hugo Costa, Francisco D. Moreira, Pedro Benevides, Mário Caetano, Manuel Lameiras Campagnolo

Int. J. Appl. Earth Obs. Geoinformation, 2024

2023

Dealing with the uncertainty of technical changes in the CORINE Land Cover dataset: The Portuguese approach.

David García Álvarez, Cláudia M. Viana, Eduardo Gomes, Filipe Marcelino, Mário Caetano, Jorge Rocha

Int. J. Appl. Earth Obs. Geoinformation, August, 2023

Exploring Spectral Data, Change Detection Information and Trajectories for Land Cover Monitoring over a Fire-Prone Area of Portugal.

André Alves, Daniel Moraes, Bruno Barbosa, Hugo Costa, Francisco D. Moreira, Pedro Benevides, Mário Caetano, Manuel Lameiras Campagnolo

Proceedings of the 9th International Conference on Geographical Information Systems Theory, 2023

2022

Spatially Stratified and Multi-Stage Approach for National Land Cover Mapping Based on Sentinel-2 Data and Expert Knowledge.

Hugo Costa, Pedro Benevides, Francisco D. Moreira, Daniel Moraes, Mário Caetano

Remote. Sens., 2022

Exploring Different Levels of Class Nomenclature in Random Forest Classification of Sentinel-2 Data.

Daniel Moraes, Pedro Benevides, Hugo Costa, Francisco D. Moreira, Mario Caetano

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval.

Gencer Sumbul, Arne de Wall, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mario Caetano, Begüm Demir, Volker Markl

CoRR, 2021

Influence of Sample Size in Land Cover Classification Accuracy Using Random Forest and Sentinel-2 Data in Portugal.

Daniel Moraes, Pedro Benevides, Hugo Costa, Francisco D. Moreira, Mario Caetano

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Evaluation of Xgboost and Lgbm Performance in Tree Species Classification with Sentinel-2 Data.

Helena Los, Goncalo Sousa Mendes, David Cordeiro, Nuno Grosso, Hugo Costa, Pedro Benevides, Mário Caetano

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Machine Learning Approach to Detect Dead Trees Caused by Longhorned Borer in Eucalyptus Stands Using UAV Imagery.

André Duarte, Nuno Borralho, Mario Caetano

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Exploring the Potential of Sentinel-2 Data for Tree Crown Mapping in Oak Agro-Forestry Systems.

Hugo Costa, Inês Machado, Francisco D. Moreira, Pedro Benevides, Daniel Moraes, Mário Caetano

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Annual Crop Classification Experiments in Portugal Using Sentinel-2.

Pedro Benevides, Hugo Costa, Francisco D. Moreira, Daniel Moraes, Mario Caetano

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Remotely Sensed Data Fusion for Spatiotemporal Geostatistical Analysis of Forest Fire Hazard.

Stavros Sakellariou, Pedro Cabral, Mario Caetano, Filiberto Pla, Marco Painho, Olga Christopoulou, Athanassios I. Sfougaris, Nicolas R. Dalezios, Christos Vasilakos

Sensors, 2020

2019

Ratio of Land Consumption Rate to Population Growth Rate - Analysis of Different Formulations Applied to Mainland Portugal.

Rita Nicolau, João David, Mario Caetano, José M. C. Pereira

ISPRS Int. J. Geo Inf., 2019

2018

Land Cover Mapping from Remotely Sensed and Auxiliary Data for Harmonized Official Statistics.

Hugo Costa, Diana Almeida, Francisco Vala, Filipe Marcelino, Mario Caetano

ISPRS Int. J. Geo Inf., 2018

2017

Specific Land Cover Class Mapping by Semi-Supervised Weighted Support Vector Machines.

Joel Silva, Fernando Bação, Mario Caetano

Remote. Sens., 2017

2015

Land Cover Mapping Analysis and Urban Growth Modelling Using Remote Sensing Techniques in Greater Cairo Region - Egypt.

Yasmine Megahed, Pedro Cabral, Joel Silva, Mario Caetano

ISPRS Int. J. Geo Inf., 2015

2010

A Nonlinear Harmonic Model for Fitting Satellite Image Time Series: Analysis and Prediction of Land Cover Dynamics.

Hugo Carrão, Paulo Gonçalves, Mario Caetano

IEEE Trans. Geosci. Remote. Sens., 2010

Using Uncertainty Information to Combine Soft Classifications.

Luísa M. S. Gonçalves, Cidália Costa Fonte, Mario Caetano

Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

2009

On the Information Provided by Uncertainty Measures in the Classification of Remote Sensing Images.

Luísa M. S. Gonçalves, Cidália Costa Fonte, Eduardo N. B. S. Júlio, Mario Caetano

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2007

Evaluation of ASAR and optical data synergy for high resolution land cover mapping in portugal.

André Pinheiro, Hugo Carrão, Mario Caetano

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Retrieving land cover information from MERIS and MODIS Data: a comparative study for landscape characterization in Portugal.

Hugo Carrão, Pedro Sarmento, António Araújo, Mario Caetano

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

A reference sample database for the accuracy assessment of medium spatial resolution land cover products in Portugal.

Hugo Carrão, António Araújo, Cecília Cerdeira, Pedro Sarmento, Luís Capão, Mario Caetano

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

An approach for land cover mapping with multi-temporal MERIS imagery.

Luís Capão, Hugo Carrão, António Araújo, Mario Caetano

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

1999

An analytical hybrid GORT model for bidirectional reflectance over discontinuous plant canopies.

Wenge Ni, Xiaowen Li, Curtis E. Woodcock, Mario R. Caetano, Alan H. Strahler

IEEE Trans. Geosci. Remote. Sens., 1999