Improving Landsat predictions of rangeland fractional cover with multitask learning and uncertainty
B. W. Allred, B. T. Bestelmeyer, C. S. Boyd, C. Brown, K. W. Davies, L. M. Ellsworth, T. A. Erickson, S. D. Fuhlendorf, T. V. Griffiths, V. Jansen, M. O. Jones, J. Karl, J. D. Maestas, J. J. Maynard, S. E. McCord, , D. R. Uden
The paper improves rangeland fractional cover predictions using multitask learning and provides pixel-level uncertainty estimates, enhancing management tools with better accuracy and confidence measures.
bioRxiv · Jun 10, 2020Ecology