Probabilistic Downscaling of Remote Sensing Data with Applications for Multi-Scale Biogeochemical Flux Modeling

• Published in: PLOS ONE
• Main Authors: Stoy, Paul C., Quaife, Tristan
• Format: Text
• Language: English
• Published: Public Library of Science 2015
• Subjects: Research Article; Lagrange; Tundra
• Online Access: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4467079/; http://www.ncbi.nlm.nih.gov/pubmed/26067835; https://doi.org/10.1371/journal.pone.0128935

Upscaling ecological information to larger scales in space and downscaling remote sensing observations or model simulations to finer scales remain grand challenges in Earth system science. Downscaling often involves inferring subgrid information from coarse-scale data, and such ill-posed problems ar...