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Former metrology technician at the National Institute of Metrology, Quality and Technology (INMETRO), with an emphasis on Environmental Acoustics in airport noise monitoring and urban integration. Filippe Santos received a B.Sc. degree in Maths and Earth's Sciences with a qualification in remote sensing and geoprocessing and a master's degree in meteorology at the Federal University of Rio de Janeiro. The main focus of research is the study of remote sensing surface parameters. During his master's degree, he worked on developing and validating satellite remote sensing algorithms for mapping burned areas at a regional scale using machine learning techniques in the scope of land cover change and fire dynamics. Currently, he is a PhD student in Earth and Space Sciences at ICT - Institute of Earth Sciences of the University of Évora with an emphasis on forest fuel mapping at higher resolution using remote sensing, particularly unmanned aerial vehicle (UAV), Sentinel-2 satellite and modelling through machine learning approach.
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Identification

Personal identification

Full name
Filippe Lemos Maia Santos

Citation names

  • Santos, Filippe
  • Filippe LM Santos
  • F.L.M. Santos
  • Filippe L.M. Santos

Author identifiers

Ciência ID
DB12-B258-B448
ORCID iD
0000-0001-8680-1244
Researcher Id
P-6226-2017
Scopus Author Id
57207772689

Email addresses

  • filippe.santos@uevora.pt (Professional)
Education
Degree Classification
2021/09/01 - 2024/08/31
Ongoing
 Ciências da Terra e do Espaço (Doutoramento)
Major in Física da Atmosfera e do Clima
Instituto de Ciências da Terra, Portugal
2016/03/01 - 2018/11/18
Concluded
 Mestrado em Meteorologia (Postgraduate Certificate)
Universidade Federal do Rio de Janeiro, Brazil
2011/08/01 - 2016/12/08
Concluded
 Bacherelado em Ciências Matemátiocas e da Terra (Bachelor)
Major in Habilitação em Geoprocessamento e Sensoriamento Remoto
Universidade Federal do Rio de Janeiro, Brazil
Projects

Grant

Designation Funders
2022/12/01 - Current Seasonal fire risk assessment through coupled surface/atmosphere modelling over Portugal
2022.11960.BD
PhD Student Fellow
Fundação para a Ciência e a Tecnologia
Ongoing
2021/11/03 - 2022/11/02 Advanced wildfire modelling for risk assessment and pyroconvection understanding in Portugal
PCIF/MPG/0175/2019
PhD Student Fellow
Instituto de Ciências da Terra, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
Outputs

Publications

Conference abstract
  1. Campos, Cátia; Couto, Flavio T.; Purificação, Carolina; Santos, Filippe; Rio, João; Lopes, Manuel; Filippi, Jean-Baptiste; et al. "Análise preliminar das condições atmosféricas e do comportamento do fogo no incêndio da Serra da Estrela em 2022". Paper presented in Numerical Weather Prediction in Portugal 2024, 2024.
    Published
  2. Couto, Flavio T.; Salgado, Rui; Campos, Cátia; Filippi, Jean-Baptiste; Baggio, Roberta; Purificação, Carolina; Santos, Filippe. "Modelação acoplada fogo-atmosfera de mega incêndios em Portugal". Paper presented in Numerical Weather Prediction in Portugal 2024, Lisboa, 2024.
    Published
  3. Campos, Cátia; Couto, Flavio T.; Carolina Purificação; Filippe L.M. Santos; João Rio; Baggio, Roberta; Filippi, J.-B.; Salgado, Rui. "Modelling approaches for studying wildfires in Portugal". Paper presented in MedGU, Mediterranean Geosciences Union, Barcelona, 2024.
    Accepted
  4. Couto, Flavio T.; Santos, Filippe; Campos, Cátia; Purificação, Carolina; López-Vega, Juan M.; Lacroix, Matthieu. "Como a modelagem atmosférica pode ajudar a encontrar as possíveis causas do comportamento inesperado dos incêndios no Pantanal". Paper presented in 8º GeoPantanal - Simpósio de Geotecnologias no Pantanal, Poconé, 2024.
    Published
  5. Campos, Cátia; Couto, Flavio T.; Santos, Filippe; Rio, João; Purificação, Carolina; Salgado, Rui. "How can we forecast lightning-induced fires? An analysis focused on Portugal.". Paper presented in The 2024 Wildland Fire Canada Conference, Fredericton, 2024.
    Published
  6. Couto, Flavio T.; Campos, Cátia; Filippi, Jean-Baptiste; Baggio, Roberta; Purificação, Carolina; Santos, Filippe; Salgado, Rui. "Modelling pyro-convection phenomena during extreme wildfires events in Portugal". Paper presented in The 2024 Wildland Fire Canada Conference, Fredericton, 2024.
    Published
  7. Campos, Cátia; Couto, Flavio T.; Filippe L.M. Santos; João Rio; Carolina Purificação; Rui Salgado. "Uso da modelagem de descargas elétricas atmosféricas na prevenção de incêndios florestais in Portugal". Paper presented in Conferência Pan-Americana de Meteorologia, São Paulo, 2024.
    Accepted
  8. Couto, Flavio; Campos, Cátia; Filippi, Jean-Baptiste; Baggio, Roberta; Carolina Purificação; Filippe LM Santos; Salgado, Rui. Corresponding author: Couto, Flavio. "Modelação da piro-convecção durante mega incêndios em Portugal | Modelling pyro-convection during megafires in Portugal. 11ª Assembleia Luso Espanhola de Geodesia e Geofísica (11alegg), 24-27 June 2024, Universidade de Évora, Portugal, pp 118-119". Paper presented in 11ª Assembleia Luso Espanhola de Geodesia e Geofísica, Évora, 2024.
    Published
  9. Filippe LM Santos; Couto, Flavio; Saraiva Dias, Susana; Maria José Monteiro; Almeida Ribeiro, Nuno; Salgado, Rui. Corresponding author: Filippe LM Santos. "Análise do combustível da vegetação usando uma abordagem de detecção remota e modelação | Vegetation fuel load analysis using a remote sensing and modeling approach. 11ª Assembleia Luso Espanhola de Geodesia e Geofísica (11alegg), 24-27 June 2024, Universidade de Évora, Portugal, pp. 130-131". Paper presented in 11ª Assembleia Luso Espanhola de Geodesia e Geofísica, Évora, 2024.
    Published
  10. Campos, Cátia; Couto, Flavio; Filippe LM Santos; Rio, João; Teresa Ferreira; Carolina Purificação; Salgado, Rui. Corresponding author: Campos, Cátia. "Avaliação das previsões de descargas elétricas do ECMWF no contexto dos incêndios florestais | Evaluation of ECMWF lightning forecasts in the context of forest fires. 11ª Assembleia Luso Espanhola de Geodesia e Geofísica (11alegg), 24-27 June 2024, Universidade de Évora, Portugal, pp. 132". Paper presented in 11ª Assembleia Luso Espanhola de Geodesia e Geofísica, Évora, 2024.
    Published
  11. Couto, Flavio T.; Cátia Campos; Jean-Baptiste Filippi; Baggio, Roberta; Carolina Purificação; Filippe L.M. Santos; Rui Salgado. "Towards a better understanding of pyroconvective clouds using Meso-NH/ForeFire coupled model". Paper presented in European Geosciences Union General Assemply 2024, Viena, 2024.
    Submitted • 10.5194/egusphere-egu24-5991
  12. Campos, Cátia; Couto, Flavio; Filippe L.M. Santos; Rio, João; Ferreira, teresa; Carolina Purificação; Salgado, Rui. "Assessing ECMWF Lightning Forecast in Portugal during fire seasons". Paper presented in EGU General Assembly 2024, Vienna, 2024.
    Submitted • 10.5194/egusphere-egu24-6108
  13. Salgado, Rui; Couto, Flavio; Andrade, Nuno; Campos, Cátia; Santos, Filippe; Purificação, Carolina; Filippi, Jean-Baptiste; et al. "Study of mega fires in Portugal: surface, atmosphere and society perspectives". Paper presented in AGU Fall Meeting 2022, Chicago, 2022.
  14. Filippe LM Santos; Couto, Flavio T.; Vanda Salgueiro; V. Salgueiro; Salgueiro, V.; Potes, Miguel; Costa, Maria João; Bortoli, Daniele; Salgado, Rui. Corresponding author: Filippe LM Santos. "Fire weather risk analysis over Portugal in the last decades and their impacts over the atmosphere - The Monchique study case". 2022.
    10.5194/egusphere-egu22-11616
  15. Luiza C. Narcizo; Filippe LM Santos; Peres, Leonardo F.; Ricardo M Trigo; Renata Libonati. Corresponding author: Luiza C. Narcizo. "The impact of heat waves in forest fires over the Amazon rainforest". 2022.
    10.5194/egusphere-egu22-10772
  16. Patrícia S. Silva; Joana Nogueira; Julia A. Rodrigues; Filippe L.M. Santos; Gabriel A. Daldegan; Allan A. Pereira; Carlos C. DaCamara; et al. "Unveiling the diversity of regional burning patterns at the Brazilian savanna". Paper presented in EGU General Assembly 2021, Vienna, 2021.
    10.5194/egusphere-egu21-10008
Conference paper
  1. Silva, P.S.; Rodrigues, J.A.; Santos, F.L.M.; Pereira, A.A.; Nogueira, J.; DaCamara, C.C.; Libonati, R.. "Drivers Of Burned Area Patterns In Cerrado: The Case Of Matopiba Region". 2020.
    10.1109/lagirs48042.2020.9165665
Conference poster
  1. Filippe L.M. Santos; Couto, Flavio T.; Salgueiro, Vanda; Potes, Miguel; Costa, Maria João; Salgado, Rui. Corresponding author: Filippe L.M. Santos. "Fire risk analysis over Portugal in the last decades and contributions of satellite Earth observation to evaluate wildfires". Paper presented in I Copernicus National Conference, 2022.
Journal article
  1. Filippe L. M. Santos; Gonçalo Rodrigues; Miguel Potes; Flavio T. Couto; Maria João Costa; Susana Dias; Maria José Monteiro; Nuno de Almeida Ribeiro; Rui Salgado. "Moisture Content Vegetation Seasonal Variability Based on a Multiscale Remote Sensing Approach". Remote Sensing (2024): https://doi.org/10.3390/rs16234434.
    10.3390/rs16234434
  2. Flavio T. Couto; Filippe L. M. Santos; Cátia Campos; Carolina Purificação; Nuno Andrade; Juan M. López-Vega; Matthieu Lacroix. "A Case Study of the Possible Meteorological Causes of Unexpected Fire Behavior in the Pantanal Wetland, Brazil". Earth (2024): https://doi.org/10.3390/earth5030028.
    10.3390/earth5030028
  3. Cátia Campos; Flavio T. Couto; Filippe L. M. Santos; João Rio; Teresa Ferreira; Rui Salgado. "ECMWF Lightning Forecast in Mainland Portugal during Four Fire Seasons". Atmosphere (2024): https://doi.org/10.3390/atmos15020156.
    10.3390/atmos15020156
  4. Filippe L.M. Santos; Flavio T. Couto; Susana Saraiva Dias; Nuno de Almeida Ribeiro; Rui Salgado. "Vegetation fuel characterization using machine learning approach over southern Portugal". Remote Sensing Applications: Society and Environment (2023): https://doi.org/10.1016/j.rsase.2023.101017.
    10.1016/j.rsase.2023.101017
  5. Flavio T. Couto; Filippe L. M. Santos; Cátia Campos; Nuno Andrade; Carolina Purificação; Rui Salgado. "Is Portugal Starting to Burn All Year Long? The Transboundary Fire in January 2022". Atmosphere (2022): https://doi.org/10.3390/atmos13101677.
    10.3390/atmos13101677
  6. Menezes, Lucas S.; de Oliveira, Aline M.; Filippe LM Santos; Russo, Ana; de Souza, Rodrigo A.F.; Roque, Fabio O.; Libonati, Renata. "Lightning patterns in the Pantanal: Untangling natural and anthropogenic-induced wildfires". Science of The Total Environment 820 (2022): 153021. http://dx.doi.org/10.1016/j.scitotenv.2022.153021.
    10.1016/j.scitotenv.2022.153021
  7. Ananda Santa Rosa de Andrade; Rossano Marchetti Ramos; Edson Eyji Sano; Renata Libonati; Filippe Lemos Maia Santos; Julia Abrantes Rodrigues; Marcos Giongo; Rafael Rodrigues da Franca; Ruth Elias de Paula Laranja. "Implementation of Fire Policies in Brazil: An Assessment of Fire Dynamics in Brazilian Savanna". Sustainability (2021): https://doi.org/10.3390/su132011532.
    10.3390/su132011532
  8. Allan A. Pereira; Renata Libonati; Julia A. Rodrigues; Joana Nogueira; Filippe L. M. Santos; Duarte Oom; Waislan Sanches; Swanni T. Alvarado; José M. C. Pereira. "Multi-Sensor, Active Fire-Supervised, One-Class Burned Area Mapping in the Brazilian Savanna". Remote Sensing 13 19 (2021): 4005-4005. https://doi.org/10.3390/rs13194005.
    10.3390/rs13194005
  9. Silva, Patrícia S.; Nogueira, Joana; Rodrigues, Julia A.; Santos, Filippe L.M.; Pereira, José M.C.; DaCamara, Carlos C.; Daldegan, Gabriel A.; et al. "Putting fire on the map of Brazilian savanna ecoregions". Journal of Environmental Management 296 (2021): 113098. http://dx.doi.org/10.1016/j.jenvman.2021.113098.
    10.1016/j.jenvman.2021.113098
  10. Filippe Lemos Maia Santos; JOANA M.P.NOGUEIRA; Souza Rodrigo; Rodrigo M. Falleiro; Isabel B. Schmidt; Renata Libonati. "Prescribed Burning Reduces Large, High-Intensity Wildfires and Emissions in the Brazilian Savanna". Fire (2021): https://www.mdpi.com/2571-6255/4/3/56.
    10.3390/fire4030056
  11. Daisy Sotero Chacon; Ivanice Bezerra da Silva; Taffarel Melo Torres; Gabrielle Macedo Pereira; Letícia Gondim Lambert Moreira; Luiz Fernando Rodrigues de Souza; Fernanda Priscila Santos Reginaldo; et al. "Proteome of Erythroxylum pungens (Erythroxylaceae): an endemic species of the semiarid Caatinga". Plant Biosystems - An International Journal Dealing with all Aspects of Plant Biology (2021): 1-3. https://doi.org/10.1080%2F11263504.2021.1918784.
    10.1080/11263504.2021.1918784
  12. R. Libonati; J. M. C. Pereira; C. C. Da Camara; L. F. Peres; D. Oom; J. A. Rodrigues; F. L. M. Santos; et al. "Twenty-first century droughts have not increasingly exacerbated fire season severity in the Brazilian Amazon". Scientific Reports 11 1 (2021): https://doi.org/10.1038%2Fs41598-021-82158-8.
    10.1038/s41598-021-82158-8
  13. Daisy Sotero Chacon; Taffarel Melo Torres; Ivanice Bezerra da Silva; Thiago Ferreira de Araújo; Alan de Araújo Roque; Francisco Ayrton Senna Domingos Pinheiro; Denise Selegato; et al. "Erythrina velutina Willd. alkaloids: Piecing biosynthesis together from transcriptome analysis and metabolite profiling of seeds and leaves". Journal of Advanced Research (2021): https://doi.org/10.1016%2Fj.jare.2021.01.017.
    10.1016/j.jare.2021.01.017
  14. Filippe L.M. Santos; Renata Libonati; Leonardo F. Peres; Allan A. Pereira; Luiza C. Narcizo; Julia A. Rodrigues; Duarte Oom; et al. "Assessing VIIRS capabilities to improve burned area mapping over the Brazilian Cerrado". International Journal of Remote Sensing 41 21 (2020): 8300-8327. https://doi.org/10.1080/01431161.2020.1771791.
    10.1080/01431161.2020.1771791
  15. Fausto Machado-Silva; Renata Libonati; Thiago Felipe Melo de Lima; Roberta Bittencourt Peixoto; José Ricardo de Almeida França; Mônica de Avelar Figueiredo Mafra Magalhães; Filippe Lemos Maia Santos; Julia Abrantes Rodrigues; Carlos C. DaCamara. "Drought and fires influence the respiratory diseases hospitalizations in the Amazon". Ecological Indicators 109 (2020): 105817-105817. https://doi.org/10.1016/j.ecolind.2019.105817.
    10.1016/j.ecolind.2019.105817
  16. Rodrigues, J.A.; Libonati, R.; Pereira, A.A.; Nogueira, J.M.P.; Santos, F.L.M.; Peres, L.F.; Santa Rosa, A.; et al. "How well do global burned area products represent fire patterns in the Brazilian Savannas biome? An accuracy assessment of the MCD64 collections". International Journal of Applied Earth Observation and Geoinformation 78 (2019): 318-331. http://www.scopus.com/inward/record.url?eid=2-s2.0-85062856174&partnerID=MN8TOARS.
    10.1016/j.jag.2019.02.010
Preprint
  1. Cátia Campos; Flavio T. Couto; Filippe L.M. Santos; João Rio; Teresa Ferreira; Rui Salgado. "ECMWF lightning forecasts evaluation during fire seasons in Portugal". 2024. https://doi.org/10.5194/ems2024-593.
    10.5194/ems2024-593
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2024/06/25 Análise do combustível da vegetação usando uma abordagem de detecção remota e modelação Assembleia Luso Espanhola de Geodesia e Geofísica
(Évora, Portugal)
2023/10/20 Vegetation fuel load characterization using remote sensing data for Meso-NH/Surfex simulations 12th MESO-NH users’ meeting
(Toulouse, France)
2023/03/20 Variabilidade temporal da assinatura espectral da vegetação na Herdade da Mitra 12º Simpósio de Meteorologia e Geofisica da APMG e no XXI Encontro Luso-Espanhol de Meteorologia
(Lisboa, Portugal)
2023/02/02 Vegetation fuel characterization using remate sensing data over Southern Portugal Jornadas do ICT 2023
(Braga, Portugal)
2022/10/19 Applying remote sensing information to build fuel load and fuel moisture maps over Portugal FUEGORED 2022
(Évora, Portugal)
2022/07/18 The current state and future projections of the fire weather risk in the western Iberian Peninsula 6th Workshop on Geosciences in Extremadura
(Mérida, Spain)
2022/05/25 Fire weather risk analysis over Portugal in the last decades and their impacts over the atmosphere - The Monchique study case EGU General Assembly 2022
(Vienna, Austria)
2022/02/10 Análise do risco de incêndio meteorológico nas últimas décadas em Portugal Jornadas do ICT 2022
(Évora, Portugal)

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2023/07/02 - 2023/07/08 EARTHSYSTEMS 2023 Summer School Land-Atmosphere-Ocean interactions in a changing planet - A hands-on approach to Earth System observation and modelling
Workshop
Instituto Português do Mar e da Atmosfera, Portugal
2023/05/16 - 2023/05/19 Participation on "8th International Wildland Fire Conference"
Conference
 8th International Wildland Fire Conference
2022/09/11 - 2022/09/17 EARTHSYSTEMS 2022 Summer School Land-Atmosphere-Ocean interactions in a changing planet - A hands-on approach to Earth System observation and modelling
Workshop
Instituto Português do Mar e da Atmosfera, Portugal
2022/03 - 2022/03/23 Poster presentation "Fire risk analysis over Portugal in the last decades and contributions of satellite Earth observation to evaluate wildfires"
Conference
 Conferência Nacional Copernicus
Agência Espacial Portuguesa, Portugal
2021 - 2021/11/12 Participation on Workshop "Numerical Weather Prediction in Portugal 2021: Surface-Atmosphere Interactions"
Workshop
 Numerical Weather Prediction in Portugal 2021: Surface-Atmosphere Interactions

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2024/01/16 - 2024/01/18 Tutorial Meso-NH: Curso de Modelação de fenómenos atmosféricos (Outros) Instituto de Ciências da Terra, Portugal
2023/06/20 - 2023/06/23 APPRENTISSAGE SURFEX 2023 Météo France, France
2022/03/07 - 2022/03/10 APPRENTISSAGE SURFEX 2022 Météo France, France
2022/01/18 - 2022/01/19 Uso de drones en incedios forestales. Proyecto CILIFO Universidad de Cádiz, Spain
2021/10/15 - 2021/10/16 Tutorial MESO-NH: princípios de modelação atmosférica (Outros) Instituto de Ciências da Terra, Portugal
Distinctions

Award

2022 Best poster prize at the I Copernicus National Conference
Agência Espacial Portuguesa, Portugal