Reliability Assessment of Multi-Source TEC Maps over Brazil Using Ground Truth Validation

Total Electron Content (TEC) maps allow the evaluation of the state of the ionosphere. There are many providers/sources of worldwide or regional TEC maps for the continuous monitoring of the ionosphere, which employ different GNSS monitoring networks for data acquisition, TEC calculation or interpolation methods for generating the maps, or different spatial and temporal resolutions and coverage. How reliable are TEC maps over Brazil? We employed TEC maps from four different providers for 2022–2024, in the growing phase of the current solar cycle 25. Seasonality is also taken into account. A systematic comparison of TEC maps over Brazil was performed using correlation and similarity analysis between maps of different sources. Significant differences were found. Even for the same source there are differences in the density of monitoring stations according to the region. An example of bubble signature in TEC maps is also analyzed. Ground truth validation of TEC is performed by comparing TEC point values extracted from the maps with values derived from a set of GNSS stations over Brazil. As a result, no TEC maps of these sources were deemed reliable, due to low spatial and/or temporal resolution, low monitoring station density, or inadequate interpolation scheme.

Authors

Institutions

Publication Details

Journal
Atmosphere
Published
2025-12-26
DOI
https://doi.org/10.3390/atmos17010036
Primary Topic
Ionosphere and magnetosphere dynamics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Reliability Assessment of Multi-Source TEC Maps over Brazil Using Ground Truth Validation

André R. F. Martinon, Jonas R. de de Souza, Marco A. de U. Cintra, Stephan Stephany et al.
Atmosphere
Ionosphere and magnetosphere dynamics
article

Reliability Assessment of Multi-Source TEC Maps over Brazil Using Ground Truth Validation

André R. F. Martinon, Jonas R. de de Souza, Marco A. de U. Cintra, Stephan Stephany, Eurico R. de de Paula, Lamartine N. F. Guimarães, Alison de O. Moraes, Patrícia M. de S. Negreti
article en

Abstract

Total Electron Content (TEC) maps allow the evaluation of the state of the ionosphere. There are many providers/sources of worldwide or regional TEC maps for the continuous monitoring of the ionosphere, which employ different GNSS monitoring networks for data acquisition, TEC calculation or interpolation methods for generating the maps, or different spatial and temporal resolutions and coverage. How reliable are TEC maps over Brazil? We employed TEC maps from four different providers for 2022–2024, in the growing phase of the current solar cycle 25. Seasonality is also taken into account. A systematic comparison of TEC maps over Brazil was performed using correlation and similarity analysis between maps of different sources. Significant differences were found. Even for the same source there are differences in the density of monitoring stations according to the region. An example of bubble signature in TEC maps is also analyzed. Ground truth validation of TEC is performed by comparing TEC point values extracted from the maps with values derived from a set of GNSS stations over Brazil. As a result, no TEC maps of these sources were deemed reliable, due to low spatial and/or temporal resolution, low monitoring station density, or inadequate interpolation scheme.

AtmosphereVol. 17(1)
Instituto Tecnológico de Aeronáutica (BR), Universidade de Taubaté (BR), Instituto de Aeronáutica e Espaço (BR), Instituto Nacional de Pesquisas Espaciais (BR)
Openalex Percentile: Top 29%
Ionosphere and magnetosphere dynamics
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.

Reliability Assessment of Multi-Source TEC Maps over Brazil Using Ground Truth Validation — André R. F. Martinon, Jonas R. de de Souza, et al. · Atmosphere (2025) | TGRS Research Map | TGRS