Table 1 Summary of data sources used in this study.
From: Deep learning-based reconstruction of monthly Antarctic surface air temperatures from 1979 to 2023
Data sources | Period | Temporal and spatial resolution | |
|---|---|---|---|
Instrumental observations | GHCN-D | 1979–2023 | Daily (station) |
ICOADS | 1979–2023 | 3-h (station) | |
AMRC | 1980–2023 | 3-h (station) | |
IAWS | 1987–2023 | 1-h (station) | |
AAD | 1982–2022 | Daily (station) | |
PANDA | 1989–2021 | 1-h (station) | |
AntAWS | 1980–2021 | 3-h(station) | |
READER | 1979–2023 | 1-h/3-h(station) | |
Reanalysis datasets | ERA5 | 1979–2021 | Daily (0.5° × 0.5°) |
ERA-Interim | 1979–2019 | Daily (0.5° × 0.5°) | |
MERRA-2 | 1980–2021 | Daily (0.5° × 0.625°) |
