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Research

Results for Random Forest

Publications & Outputs

  1. Pantropical modelling of canopy functional traits using Sentinel-2 remote sensing data

    Aguirre-Gutiérrez, J., Rifai, S., Shenkin, A., Oliveras, I., Bentley, L. P., Svátek, M., Girardin, C. A. J., Both, S., Riutta, T., Berenguer, E., Kissling, W. D., Bauman, D., Raab, N., Moore, S., Farfan-Rios, W., Figueiredo, A. E. S., Reis, S. M., Ndong, J. E., Ondo, F. E., N'ssi Bengone, N., & 27 othersMihindou, V., Moraes de Seixas, M. M., Adu-Bredu, S., Abernethy, K., Asner, G. P., Barlow, J., Burslem, D. F. R. P., Coomes, D. A., Cernusak, L. A., Dargie, G. C., Enquist, B. J., Ewers, R. M., Ferreira, J., Jeffery, K. J., Joly, C. A., Lewis, S. L., Marimon-Junior, B. H., Martin, R. E., Morandi, P. S., Phillips, O. L., Quesada, C. A., Salinas, N., Schwantes Marimon, B., Silman, M., Teh, Y. A., White, L. J. T. & Malhi, Y., 1/01/2021, In: Remote Sensing of Environment. 252, 112122 p., 18.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  2. Estimating feature extraction changes of Berkelah Forest, Malaysia from multisensor remote sensing data using an object-based technique

    Rozali, S., Abd Latif, Z., Adnan, N. A., Hussin, Y., Blackburn, A. & Pradhan, B., 27/12/2020, (E-pub ahead of print) In: Geocarto International. 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. A machine learning approach to map tropical selective logging

    Hethcoat, M. G., Edwards, D. P., Carreiras, J. M. B., Bryant, R. G., França, F. M. & Quegan, S., 1/02/2019, In: Remote Sensing of Environment. 221, p. 569-582 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Random Forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture

    Rodriguez-Galiano, V. F., Chica-Olmo, M., Abarca-Hernandez, F., Atkinson, P. M. & Jeganathan, C., 06/2012, In: Remote Sensing of Environment. 121, p. 93-107 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Incorporating spatial variability measures in land-cover classification using random forest

    Rodriguez-Galiano, V. F., Abarca-Hernandez, F., Ghimire, B., Chica-Olmo, M., Atkinson, P. M. & Jeganathan, C., 2011, In: Procedia Environmental Sciences. 3, p. 44-49 6 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review