Revisiting measurement and representation errors in geophysical sciences: From classical collocation‐based measurement error estimation to “sampling‐aware field‐informed retrieval”, a method that explicitly accounts for representation errors
Sign Up to like & getrecommendations! Published in 2025 at "Quarterly Journal of the Royal Meteorological Society"
DOI: 10.1002/qj.5073
Abstract: The quantities of interest in geosciences (e.g., atmospheric wind, rock porosity) typically exhibit structure across a wide range of spatial and temporal scales. As a result, it is insufficient to define measurement errors as some… read more here.
Keywords: measurement error; measurement representation; representation; representation errors ... See more keywords
On the spatio-temporal representativeness of observations
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DOI: 10.5194/acp-17-9761-2017
Abstract: Abstract. The discontinuous spatio-temporal sampling of observations has an impact when using them to construct climatologies or evaluate models. Here we provide estimates of this so-called representation error for a range of timescales and length… read more here.
Keywords: temporal representativeness; spatio temporal; remote sensing; representation errors ... See more keywords