PlumeQuant: Uncertainty-aware consistency assessment of methane plume masks and emission-rate estimates
Imaging spectrometers increasingly distribute source-resolved methane plume products in which the plume mask, integrated mass enhancement (IME), plume length, emission rate, and uncertainty are physically and algorithmically linked. Using 63 EMIT-derived Carbon Mapper plume records from 27 scenes, we show that these published scalar quantities do not uniquely constrain the plume boundary: substantially different yet plausible masks reproduce the same IME, plume length, and emission rate. Genetic-algorithm (GA) ensembles conditioned on the published IME and plume length make this equifinality e
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- FuzzySimilar title/name (fuzzy) · 59%thuquant/awesome-quant →
“Fuzzy title match (0.73): “PlumeQuant: Uncertainty-aware consistency assessment of meth” ≈ “thuquant/awesome-quant””
- LinkedLinked via arxiv author · 85%Parisa Masnadi Khiabani →
“PlumeQuant: Uncertainty-aware consistency assessment of methane plume masks and emission-rate estimates”
- LinkedLinked via arxiv author · 85%Wolfgang Jentner →
“PlumeQuant: Uncertainty-aware consistency assessment of methane plume masks and emission-rate estimates”
- LinkedLinked via arxiv author · 85%Alireza Rangrazjeddi →
“PlumeQuant: Uncertainty-aware consistency assessment of methane plume masks and emission-rate estimates”
- LinkedLinked via arxiv author · 85%Michael C. Wimberly →
“PlumeQuant: Uncertainty-aware consistency assessment of methane plume masks and emission-rate estimates”
- LinkedLinked via arxiv author · 85%Binbin Weng →
“PlumeQuant: Uncertainty-aware consistency assessment of methane plume masks and emission-rate estimates”
- LinkedLinked via arxiv author · 85%David Ebert →
“PlumeQuant: Uncertainty-aware consistency assessment of methane plume masks and emission-rate estimates”
- LinkedLinked via arxiv author · 85%Charles Nicholson →
“PlumeQuant: Uncertainty-aware consistency assessment of methane plume masks and emission-rate estimates”
