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Margaret Johnson

5 papers hereh-index 7171 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.AP3
  • cs.LG1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedFine-scale spatiotemporal air pollution analysis using mobile monitors on Google Street View vehicles

22 citations · 30 across the 5 of their papers we have counts for

collaborators
Showing stat.APShow all

3 papers · 1 filter

stat.AP2026

Downscaling land surface temperature data using edge detection and block-diagonal Gaussian process regression

Sanjit Dandapanthula, Margaret Johnson, Madeleine Pascolini-Campbell +2

Accurate and high-resolution estimation of land surface temperature (LST) is crucial in estimating evapotranspiration, a measure of plant water use and a central quantity in agricu…

stat.AP2025

A Bayesian hierarchical framework for fusion of remote sensing data: An example with solar-induced fluorescence

Manju Johny, Jonathan Hobbs, Vineet Yadav +4

Solar-induced chlorophyll fluorescence (SIF) has emerged as an effective indicator of vegetation productivity and plant health. The global quantification of SIF and its associated…

stat.AP2018★ 22 cited

Fine-scale spatiotemporal air pollution analysis using mobile monitors on Google Street View vehicles

Yawen Guan, Margaret Johnson, Matthias Katzfuss +4

People are increasingly concerned with understanding their personal environment, including possible exposure to harmful air pollutants. In order to make informed decisions on their…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.