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Mário Silvio Rochinha de Andrade Caetano
Identificação
Mário Silvio Rochinha de Andrade Caetano, Professor Associado Convidado
Agregação em Gestão de Informação, especialidade de Sistemas de Informação Geográfica
(NOVA)
Contactos
mario@novaims.unl.pt
Biografia

Mário Caetano é Investigador Principal na Direção Geral do Território (DGT) onde atualmente é Subdiretor-Geral e Professor Associado na NOVA IMS. Os interesses de investigação estão focados na gestão e produção de informação geográfica com base em novas tecnologias, nomeadamente processamento digital de imagens de satélite e análise espacial em Sistemas de Informação Geográfica (SIG). É autor de mais de 150 publicações em livros, revistas e atas de conferências. Mário Caetano é o Delegado Nacional no Comité Diretor do Programa de Observação da Terra da Agência Espacial Europeia (ESA), no Comité do Programa Europeu de Monitorização da Terra (Copernicus) e no Group on Earth Observations (GEO)

Unidades Curriculares que leciona na NOVA IMS
- Detecção Remota
- Remote Sensing
Publicações
Publicação em Periódicos Científicos
Nicolau, R.; David, J.; Caetano, M. & Pereira, J. M. C. (2019). Ratio of Land Consumption Rate to Population Growth Rate: Analysis of Different Formulations Applied to Mainland PortugalISPRS. International Journal of Geo-Information, 8, 10. doi:10.3390/ijgi8010010. Link: https://www.mdpi.com/2220-9964/8/1/10/html
Costa, H., Almeida, D., Vala, F., Marcelino, F., & Caetano, M. (2018). Land cover mapping from remotely sensed and auxiliary data for harmonized official statistics. ISPRS International Journal of Geo-Information, 7(4), 1-21. [157]. DOI: 10.3390/ijgi7040157
Duy X. Trana, Filiberto Plab, Pedro Latorre-Carmonab, Soe W. Myintc, Mario Caetanod, Hoan V. Kieua (2017). Characterizing the relationship between land use land cover change and land surface temperature. ISPRS Journal of Photogrammetry and Remote Sensing, 124, 119–132. https://doi.org/10.1016/j.isprsjprs.2017.01.001
Joel Silva, Fernando Bacao, Maguette Dieng, Giles M. Foody & Mario Caetano (2017). Improving specific class mapping from remotely sensed data by cost-sensitive learning. International Journal of Remote Sensing, 38(11), 3294-3316. http://dx.doi.org/10.1080/01431161.2017.1292073
Silva, J., Bacao, F., & Caetano, M. (2017). Specific land cover class mapping by semi-supervised weighted support vector machines. Remote Sensing, 9(2), [181]. DOI: 10.3390/rs9020181
Mühlbauer, S., Costa, A. C., & Caetano, M. (2016). A spatiotemporal analysis of droughts and the influence of North Atlantic Oscillation in the Iberian Peninsula based on MODIS imagery. Theoretical and Applied Climatology, 1-19. doi: 10.1007/s00704-015-1451-9
Megahed, Y., Cabral, P., Silva, J., & Caetano, M. (2015). Land Cover Mapping Analysis and Urban Growth Modelling Using Remote Sensing Techniques in Greater Cairo Region-Egypt. ISPRS International Journal of Geo-Information, 4(3), 1750-1769. doi: 10.3390/ijgi4031750
Sarmento, P., Fonte, C. C., Dinis, J., Stehman, S. V., & Caetano, M. (2015). Assessing the impacts of human uncertainty in the accuracy assessment of land-cover maps using linguistic scales and fuzzy intervals. [Article]. International Journal of Remote Sensing, 36(10), 2524-2547. doi: 10.1080/01431161.2015.1043034
Costa, H., Carrao, H., Bacao, F., & Caetano, M. (2014). Combining per-pixel and object-based classifications for mapping land cover over large areas. International Journal of Remote Sensing, 35(2), 738-753. doi: 10.1080/01431161.2013.873151.
Maimaitiyiming, M., Ghulam, A., Tiyip, T., Pla, F., Latorre-Carmona, P., Halik, U., . . . Caetano, M. (2014). Effects of green space spatial pattern on land surface temperature: Implications for sustainable urban planning and climate change adaptation. [Article]. Isprs Journal of Photogrammetry and Remote Sensing, 89, 59-66. doi: 10.1016/j.isprsjprs.2013.12.010
Sarmento, P., Fonte, C. C., Caetano, M., & Stehman, S. V. (2013). Incorporating the uncertainty of linguistic-scale reference data to assess accuracy of land-cover maps using fuzzy intervals. International Journal of Remote Sensing, 34(11), 4008-4024. doi: 10.1080/01431161.2013.772312
Goncalves, L. M. S., Fonte, C. C., Julio, E., & Caetano, M. (2012). The application of uncertainty measures in the training and evaluation of supervised classifiers. International Journal of Remote Sensing, 33(9), 2851-2867. doi: 10.1080/01431161.2011.622315
Vaz, E. D., Cabral, P., Caetano, M., Nijkamp, P., & Painho, M. (2012). Urban heritage endangerment at the interface of future cities and past heritage: A spatial vulnerability assessment. Habitat International, 36(2), 287-294. doi: 10.1016/j.habitatint.2011.10.007
Vaz, E. D., Nijkamp, P., Painho, M., & Caetano, M. (2012). A multi-scenario forecast of urban change: A study on urban growth in the Algarve. [Article]. Landscape and Urban Planning, 104(2), 201-211. doi: 10.1016/j.landurbplan.2011.10.007
Vaz, E., Caetano, M., & Nijkamp, P. (2011). A multi-level spatial urban pressure analysis of the Giza pyramid plateau in Egypt. Journal of Heritage Tourism, 6(2), 99-108. doi: 10.1080/1743873X.2011.553285
Vaz, E., Caetano, M., & Nijkamp, P. (2011). Trapped between antiquity and urbanism: a multi-criteria assessment model of the greater Cairo Metropolitan area. Journal of Land-use Science, 6(4), 283-299. doi: 10.1080/1747423X.2010.519059
Carrão, H., Araujo, A., Goncalves, P., & Caetano, M. (2010). Multitemporal MERIS images for land-cover mapping at a national scale: a case study of Portugal. International Journal of Remote Sensing, 31(8), 2063-2082. doi: 10.1080/01431160902942910
Carrão, H., Gonçalves, P., & Caetano, M. (2010). A Nonlinear Harmonic Model for Fitting Satellite Images Time Series: Analysis and Prediction of Land Cover Dynamics. IEEE Transactions on Geoscience and Remote Sensing, 48(4), 1919-1930.
Gonçalves, L., Fonte, C., Júlio, E., & Caetano, M. (2010). Evaluation of soft possibilistic classifications with non specificity uncertainty measures. International Journal of Remote Sensing, 31(19), 5199-5219.
Kandel, C., Caetano, M. & Cabral, P. (2010). Forest cover monitoring of Bara district (Nepal) using remote sensing and geographic information systems. Banko Janakari, 20 (1),30-36.
Goncalves, L. M. S., Fonte, C. C., Julio, E., & Caetano, M. (2009). A method to incorporate uncertainty in the classification of remote sensing images. International Journal of Remote Sensing, 30(20), 5489-5503.
Goncalves, L., Fonte, C. C., Julio, E., & Caetano, M. (2009). Assessment of the state of conservation of buildings through roof mapping using very high spatial resolution images. Construction and Building Materials, 23(8), 2795-2802.
Pinto, P., Cabral, P., Caetano, M., & Alves, M. F. (2009). Urban Growth on Coastal Erosion Vulnerable Stretches. Journal of Coastal Research, 2(Special Issue 52), 1567-1571.
Sarmento, P., Carrao, H., Caetano, M., & Stehman, S. V. (2009). Incorporating reference classification uncertainty into the analysis of land cover accuracy. International Journal of Remote Sensing, 30(20), 5309-5321.
Vaz, E., Caetano, M., & Nijkamp, P. (2009). Trapped between antiquity and urbanism: A multi-crietria assessment model for the greater Cairo metropolitan area. Research memorandum Series, 6.
Carrao, H., Goncalves, P., & Caetano, M. (2008). Contribution of multispectral and multiternporal information from MODIS images to land cover classification. Remote Sensing of Environment, 112(3), 986-997. doi: 10.1016/j.rse.2007.07.002
Capítulo de Livro
Gonçalves, L. M. G., Fonte, C. C., Júlio, E. N. B. S., & Caetano, M. (2009). Evaluation of remote sensing images classifiers with uncertainty measures. In R. Devillers & H. Goodchild (Eds.), Spatial Data Quality - From Process to Decisions (pp. 163-177): CRC Press/ Taylor & Francis.
Goncalves, L. M. S., Fonte, C. C., Julio, E., & Caetano, M. (2009). On the information provided by uncertainty measures in the classification of remote sensing images. In J. P. Carvalho, D. U. Kaymak & J. M. C. Sousa (Eds.), Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference (pp. 1051-1056). Linz: European Soc Fuzzy Logic & Technology.
Pelizzari, A., Gonçalves, R., & Caetano, M. (2008). Information extraction for forest fires management Computational Intelligence for Remote Sensing (pp. 233-245). Dordrecht: Springer.
Publicações em Atas de Conferência Científica
Mühlbauer, S., Caetano, M., & Costa, A. C. (2013, 16-22 June). Recent droughts and the impact on land use and land cover in the Iberian peninsula: a spatiotemporal analysis based on the Vegetation Temperature Condition Index. Conference Proceedings of the 13th SGEM GeoConference on Informatics, Geoinformatics And Remote Sensing. Albena, Bulgaria, Vol. 2, pp. 669-678. DOI: 10.5593/SGEM2013/BB2.V2/S10.017.
Mühlbauer, S., Costa, A. C., & Caetano, M. (2013, 16-22 June). The influence of North Atlantic Oscillation on local drought occurrences in the Iberian Peninsula using the Vegetation Temperature Condition Index. Conference Proceedings of the 13th SGEM GeoConference on Science and Technologies In Geology, Exploration and Mining. Albena, Bulgaria, Vol. 2, pp. 903-912. DOI: 10.5593/SGEM2013/BA1.V2/S05.029.
Fonte, C., Dinis, J., Gonçalves, L., & Caetano, M. (2012, 23 – 27 de abril). Establishing a consistent training set with available low resolution ancillary data. Paper presented at the Sentinel-2 Preparatory Symposium, Frascati, Itália.
Caetano, M. (2011, 5-6 de Maio). O Sistema de Monitorização Global do Ambiente e Segurança (GMES): ponto de situação, desafios e oportunidades. Paper presented at the Conferência Nacional de Cartografia e Geodesia, Porto.
Armas, R., M. Caetano, H. Carrão, A. Soares, M.J. Pereira, A.Gutierrez, . . . Paganini, M. (2010, 28 June-2 July). Earth Observation from space to support the UNCCD: the DESRTWATCH Extension project. Paper presented at the ESA Living Planet Symposium, Bergen, Norway.
Caetano, M., H. Carrão, P.Sarmento, & Nunes, V. (2010, 28 June-2 July). GLOBCOVER map – can we go from global to national scale? Paper presented at the ESA Living Planet Symposium, Bergen, Norway.
Caetano, M., Nunes, V., & Nunes, A. (2010). CORINE Land Cover 2000 e 2006 - evolução das especificações técnica. Cartografia e Geodesia 2009. (pp. 44-53).
Fonte, C., Gonçalves, L., & Caetano, M. (2010, 15-17 April). Assessing the uncertainty of land cover area estimates with the information about the classification uncertainty. Paper presented at the 25th Mini-EURO Conference on Uncertainty and Robustness in Planning and Decision Making - URPDM 2010, Coimbra.
Gonçalves, L., Fonte, C. & Caetano, M. (2010). Using uncertainty information to combine soft classifications. In Hüllermeier, E., Kruse, R., & Hoffmann, F. (Eds), Proceedings of the 13th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2010. Springer-Verlag Berlin Heidelberg, LNAI 6178, (pp. 455-463).
Gonçalves, L., Fonte, C., Carrão, H. & Caetano, M. (2010). Improving image classification accuracy: a method to incorporate uncertainty in the selection of training sample sets. In Tate, N. & Fisher, P. (Eds.), Proceedings of the 9th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences. , 20 - 23 July 2010, Leicester, UK. (pp. 261-264). Leicester: University of Leicester.
Gonçalves, L., Fonte, C., Júlio, E., & Caetano, M. (2010) Aplicação de medidas de incerteza no processo de classificação de imagens multiespectrais; VI Conferência Nacional de Cartografia e Geodesia (CNCG 2009); Caldas da Rainha, pp.180-190.
Mateus, V., Brito, D., Leitão, P., & Caetano, M. (2010). Produção e utilização de cartografia multi-escala derivada através dos sensores LISSIII, AWiFS e MERIS para modelação da qualidade da água para a Bacia Hidrográfica do Rio Tejo. Cartografia e Geodesia 2009, pp. 230-243.
Molin, P. & Caetano, M. (2010, February). An analysis of carbon stock changes in Continental Portugal from 1985 to 2006. Actas do myESIG2010, Conferência Ibérica de Utilizadores de Sistemas de Informação Geográfica, Oeiras.
Mwambo, F., Cabral, P., Caetano, M. & Mateu, J. (2010, 10-12 Fevereiro). Human activities and climatic change modelling on the habitat suitability for the chimpanzee (Pan troglodytes ellioti) in the proposed Mount Cameroon National Park using Maxent. Actas do myESIG2010, Conferência Ibérica de Utilizadores de Sistemas de Informação Geográfica, Oeiras.
Sarmento, P., Carrão, H., Caetano, M., Fonte, C., & Cortês, N. (2010, 20-23 July). Incorporating uncertainty in the accuracy assessment of land cover maps using fuzzy numbers and fuzzy arithmetic. Paper presented at the 9th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Science, Leicester.
Sarmento, P., Fonte, C. & Caetano, M. (2010) Integração da incerteza posicional de bases de dados de referência na análise da exactidão temática de mapas de ocupação do solo; VI Conferência Nacional de Cartografia e Geodesia (CNCG 2009); Caldas da Rainha, pp 93-103.
Vaz, E., Cabral, P. Caetano, M., Painho, M., & Nijkamp, P. (2010, May). Urban Cultural Heritage Endangerment: Degradation of historico-cultural landscapes. EGU 2010 General Assembly, in Wien.
Vaz, E., Nijkamp, P., Painho, M., & Caetano, M. (2010). A Multi-scenario prospection of urban change – the case of urban growth in the Algarve. Paper presented at the Proceedings of the European Regional Science Association (ERSA) Congress 2010, Jonkoping, Sweden.
Araújo, A., Carrão, H., & Caetano, M. (2009). An operational approach for annual land cover mapping at the national scale with MERIS images, Remote Sensing for a Changing Europe. Paper presented at the Proceedings of the 28th Symposium of the European Association of Remote Sensing Laboratories, Istanbul, Turkey.
Costa, H., & Caetano, M. (2009). Classificação de imagens AWiFS com uma abordagem combinada pixel/objecto. Paper presented at the XIV Simpósio Brasileiro de Sensoriamento Remoto, Natal, Brasil.
Costa, H., Carrão, H., Bação, F., & Caetano, M. (2009). Land cover classification in Portugal with multitemporal AWiFS images: a comparative study, Remote Sensing for a Changing Europe. Paper presented at the Proceedings of the 28th Symposium of the European Association of Remote Sensing Laboratories, Istanbul, Turkey.
Goncalves, L., Fonte, C. C., Júlio, E., & Caetano, M. (2009). Aplicação de medidas de incerteza no processo de classificação de imagens multiespectrais. Paper presented at the VI Conferência Nacional de Cartografia e Geodesia, Lisboa.
Gonçalves, L., Fonte, C., E., J., & Caetano, M. (2009). Application of remote sensing to heritage conservation: a case study in central Portugal. Paper presented at the 28th Symposium of the European Association of Remote Sensing Laboratories, Istanbul.
Goncalves, L. M. S., Fonte, C., Julio, E., & Caetano, M. (2008). A method to incorporate uncertainty in the classification of remote sensing images. Paper presented at the Proceedings of the 8th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, Vol Ii: Accuracy in Geomatics, Liverpool.
Sarmento, P., Carrão, H., & Caetano, M. (2008). A fuzzy synthetic evaluation approach for land cover cartography accuracy assessment. Paper presented at the Spatial Uncertainty (Proceedings of the 8th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences), Liverpool.
Publicações não Arbitradas
Vaz, E. d. N., Nijkamp, P., Painho, M., & Caetano, M. (2011). A Multi-scenario Forescast of Urban Change. Tinbergen Institute. Amsterdam.
Vaz, E., Cabral, P., Caetano, M., Painho, M., & Nijkamp, P. (2011). Urban heritage endangerment at the interface of future cities and past heritage: A spatial vulnerability assessment. Research Memorandum. VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.

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