Published September 11, 2026
| Version
v1.0
Dataset
Open
Data and code for manuscript "Retrieval-dependent sampling leads to biased satellite estimates of aerosol–cloud interactions"
Creators
Description
This record includes the data and code package associated with the manuscript: "Retrieval-dependent sampling leads to biased satellite estimates of aerosol–cloud interactions" by Antti Arola, Timo H. Virtanen, Antti Lipponen, Pekka Kolmonen, Tom Goren, Goutam Choudhury, Edward Gryspeerdt, Vishnu Nair, David Painemal, Hannes Keernik, Velle Toll, and Harri Kokkola, submitted to Science Advances in 2026. The data and code are used to investigate retrieval-dependent sampling effects in satellite-based aerosol-cloud interaction studies. The datasets are derived primarily from NASA MODIS observations, and the included scripts reproduce the analyses and figures described in the associated manuscript.
Files
bengal.zip
Files
(13.0 GB)
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Additional details
Funding
- Research Council of Finland
- Steps towards reduced uncertainty in aerosol cloud interactions - removal of systematic biases 361797
- Research Council of Finland
- ACCC Flagship 359342
Dates
- Available
-
2026-09-11Dataset submission
Instruments
- MODIS Aqua Cloud Product (MYD06_L2), Collection 6.1
-
10.5067/MODIS/MYD06_L2.061
(DOI)
DetailsExpansion error: Instrument is not eligible for expansion
- MODIS Aqua Daily Aerosol Product (MYD08_D3), Collection 6.1
-
10.5067/MODIS/MYD08_D3.061
(DOI)
DetailsExpansion error: Instrument is not eligible for expansion
- MODIS Aqua Aerosol product (MYD04_L2), Collection 6.1
-
10.5067/MODIS/MYD04_L2.061
(DOI)
DetailsExpansion error: Instrument is not eligible for expansion
FMI metadata
- Parameter
- Topic category
- http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/climatologyMeteorologyAtmosphere
Parameter name
:
cloud fraction
Parameter unit
:
dimensionless
Parameter description
:
CF
Parameter name
:
aerosol index
Parameter unit
:
dimensionless
Parameter description
:
AI
Parameter name
:
cloud effective radius
Parameter unit
:
micrometer
Parameter description
:
CER
Temporal Coverage
Ranges:
Start date: 2001-01-01
End date: 2020-12-31
End date: 2020-12-31