Publications
Peer-Reviewed Journal Publications
Aires, U.R.V.; Martins, V.S.; Hester, D.J.; Lima, T.M.A.; Ferreira, L.B. National-scale open cattle feedlot detection using deep learning and high-resolution aerial images: Spatial distribution and animal welfare analysis. Science of Total Environment, v. 1015, 181451, 2026. https://doi.org/10.1016/j.scitotenv.2026.181451
Paulino, R.S.; Martins, V.S.; Caballero, C.B.; Lima, T.M.A.; Liu, B.; Ashapure, A.; Werdell, J. PACE (Plankton, Aerosol, Cloud, ocean Ecosystem): Preliminary analysis of the consistency of remote sensing reflectance product over aquatic systems. ISPRS Journal of Photogrammetry and Remote sensing, v. 232, 2026. https://doi.org/10.1016/j.isprsjprs.2025.12.003
Paulino, R.S.; Martins, V.S.; Caballero, C.B.; Lima, T.M.A.; Liu, B.; Maciel, D.A.; Santos, J.C.P.; Liu, B. Performance of glint correction algorithms for Sentinel-3 OLCI data. Frontier in Remote Sensing, v. 5, 2025. https://doi.org/10.3389/frsen.2025.1690337
Hester, D.; Martins, V.S.; Ferreira, L.B.; Lima, T.M.A. Learning with less: label-efficient land cover classification at very high spatial resolution using self-supervised deep learning. ArXiv, 2025. arXiv:2511.03004
Lima, T.M.A.; Martins, V.S.; Paulino, R.S.; Caballero, C.B.; Maciel, D.A.; Giardino, C. AQUAVis: Landsat-Sentinel virtual constellation of remote sensing reflectance (Rrs) product for coastal and inland waters. Science of Remote Sensing, v. 11, 100225, 2025. https://doi.org/10.1016/j.srs.2025.100294
Caballero, C.B.; Martins, V.S.; Paulino, R.S.; Lima, T.M.A.; Butler, E.; Sparks, E. Sentinel-3 Coastal Analysis Ready Data (S3CARD): An Operational Framework for Coastal Water Applications. Water Research, 2025. https://doi.org/10.1016/j.watres.2025.124432
Maciel, D.A.; Barbosa, C.C.F.; Novo, E.M.L.; Wanderley, R.N.; Bacellar, P.; Baia, L.B.; Bernini, H.; Chasles, R.G.; Ciotti, A.; Fassoni-andrade, A.; Junior, R.F.; Lima, T.M.A.; Lopes, F. et al. A bio-optical database for the remote sensing of water quality in BRAZil coAstal and inland waters (BRAZA). Nature - Scientific Data, v. 12, n. 1270, 2025. https://doi.org/10.1038/s41597-025-05609-1
Chasles, R.G.; Maciel, D.A.; Barbosa, C.C.F.; Novo, E.M.L.M.; Martins, V.S.; Paulino, R.; Wanderley, R.; Junior, R.F.; Lima, T.M.A.; Bacellar, P.; et al. Accuracy assessment of PlanetScope SuperDove products for aquatic reflectance retrieval over Brazilian inland and coastal waters. ISPRS Journal of Photogrammetry and Remote Sensing, v.277, p. 678-690, 2025. https://doi.org/10.1016/j.isprsjprs.2025.06.036
Lima, T.M.A.; Martins, V.S.; Paulino, R.S.; Caballero, C.B.; Maciel, D.A.; Giardino, C. A general bandpass adjustment function (SBAF) for harmonizing Landsat-Sentinel over inland and coastal waters. Science of Remote Sensing, v. 11, 100225, 2025. https://doi.org/10.1016/j.srs.2025.100225
Lima, T.M.A.; Barbosa, C.F.C.; Nordi, C.S.F.; Begliomini, F.N.; Martins, V.S.; Watanabe, F.S.Y.; Wanderley, R.L.N.; Paulino, R.S. A novel hybrid approach cyanobacteria mapping approach for inland reservoirs using Sentinel-3 imagery. Harmful Algae, v. 144, 102836, 2025. https://doi.org/10.1016/j.hal.2025.102836
Caballero, C.B.; Martins, V.S.; Paulino, R.S.; Butler, E.; Sparks, E.; Lima, T.M.; Novo, E.M.L.M. The need for advancing algal bloom forecasting using remote sensing and modeling: Progress and future directions. Ecological Indicators, v. 172, 113224, 2025. https://doi.org/10.1016/j.ecolind.2025.113244
Pellegrino, A., Fabbretto, A., Bresciani, M., Lima, T.M.A., Braga, F., Pahlevan, N., Brando, V.E., Kratzer, S., Gianinetto, M., Giardino, C. Assessing the Accuracy of PRISMA Standard Reflectance Products in Globally Distributed Aquatic Sites. Remote Sensing, v.15, 2023. https://doi.org/10.3390/rs15082163.
Lima, T. M. A., Giardino, C., Bresciani, M., Barbosa, C.C.F., Fabbretto, A., Pellegrino, A., Begliomini, F.N. Assessment of Estimated Phycocyanin and Chlorophyll-a Concentration from PRISMA and OLCI in Brazilian Inland Waters: A Comparison between Semi-Analytical and Machine Learning Algorithms. Remote Sensing, v.15, 2023. https://doi.org/10.3390/rs15051299.
Lima, T. M. A., Santos, M., Alves, D. B. M., Nikolaidou, T., Gouveia, T. A. F. Assessing ZWD models in delay and height domains using data from stations in different climate regions. Applied Geomatics, v.14, p. 93-103, 2022. https://doi.org/10.1007/s12518-021-00414-y.
Conference Proceedings
Lima, T.M.A.; Martins, V.S. Deep learning algal bloom mapping using 30m harmonized Landsat-Sentinel at global nearshore waters. In: AGU 2025, Proceedings…, New Orleans, USA, 2025.
Lima, T.M.A.; Martins, V.S. Exploring the potential of medium-resolution satellites for algal bloom detection in nearshore waters: A benchmark study of CNN and Transformer models. In: Fall Graduate Research Symposium 2025, Proceedings …, Starkville, MS, USA, 2025.
Lima, T.M.A.; Martins, V.S. Integrating Medium-Resolution Harmonized Satellite Observation and Vision Transformer for Algal Bloom Monitoring in the Gulf of America. In: 2025 Mississippi Water Resources Conference, Proceedings…, Starkville, MS, USA, 2025.
Lima, T.M.A.; Martins, V.S. A global spectral bandpass adjustment function (SBAF) to build Harmonized Landsat-Sentinel over inland and coastal waters. In: Fall Graduate Research Symposium 2024, Proceedings …, Starkville, MS, USA, 2024.
Lima, T.M.A.; Carvalho, R.M.; Almeida, C.M.; Barbosa, C.C.F.; Korting, T.S. Impact of the expansion of urban impervious surfaces on cyanobacterial bloom in the Billings Reservoir, SP - Brazil. In: XX Brazilian Symposium of Remote Sensing, Proceedings..., Florianopolis, Brazil, 2023.
Chasles, R.G.; Oliveira, M.S.P.; Begliomini, F.N.; Maciel, D.A.; Barbosa, C.C.F.; Almeida, C.M.; Lima, T.M.A. Atmospheric correction methods for the retrieval of the orange contra-band from multispectral data. In: XX Brazilian Symposium of Remote Sensing, Proceedings..., Florianopolis, Brazil, 2023.
Begliomini, F.N.; Barbosa, C.C.F.; Martins, V.S.; Novo, E.M.L.M.; Maciel, D.A.; Paulino, R.S.; Junior, R.F.; Lima, T.M.A. PRISMA Data for Chlorophyll-a Retrieval Through Hyperspectral NDCI. In: 12th EARSeL Workshop on Imaging Spectroscopy, Proceedings..., Postdam, Germany, 2022.
Lima, T.M.A.; Carvalho, R.M.; Sutil, U.; Almeida, C.M.; Barbosa, C.C.F.; Korting, T.S; Queiroz, G. Automated cloud coverage analysis with Brazil Data Cube. In: XXII GEOINFO, Proceedings..., Sao Jose dos Campos, Brazil, 2021.
Lima, T.M.A.; Alves, D.B.M.; Watanabe, F.S.Y.Y.; Gouveia, T.A.F. Assessment of GNSS-PWV and comparison with radiosonde and MODIS during extreme precipitation event. In: Simposio SIRGAS 2021..., Lima, Peru, 2021.