Soil Gas Statistical Analysis (H2, CO2, O2)

The SGSA algorithm, implemented in R, automates the detection of anomaly thresholds using an iterative statistical approach. It first projects log-transformed gas concentrations onto probability diagrams (Q-Q plots) against the theoretical quantiles of a standard normal distribution. A segmented regression is then applied to the sorted distribution to mathematically identify the inflection point (slope break), objectively defining the cutoff value that separates the background population from anomalous values.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-29
DOI
https://doi.org/10.5281/zenodo.18418166
Primary Topic
Soil Geostatistics and Mapping
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Soil Gas Statistical Analysis (H2, CO2, O2)

Manon Rumeau, Éric C. Gaucher, Nicolas Lefeuvre, Eric Thomas
Zenodo (CERN European Organization for Nuclear Research)
Soil Geostatistics and Mapping
article

Soil Gas Statistical Analysis (H2, CO2, O2)

Manon Rumeau, Éric C. Gaucher, Nicolas Lefeuvre, Eric Thomas
article en

Abstract

The SGSA algorithm, implemented in R, automates the detection of anomaly thresholds using an iterative statistical approach. It first projects log-transformed gas concentrations onto probability diagrams (Q-Q plots) against the theoretical quantiles of a standard normal distribution. A segmented regression is then applied to the sorted distribution to mathematically identify the inflection point (slope break), objectively defining the cutoff value that separates the background population from anomalous values.

Zenodo (CERN European Organization for Nuclear Research)
Université de Pau et des Pays de l'Adour (FR)
Life in Land
Openalex Percentile: Top 76%
Soil Geostatistics and Mapping
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.