Globally Scalable Glacier Mapping by Deep Learning Matches Expert Delineation Accuracy
Benchmark dataset for global glacier mapping using deep learning and satellite imagery. Details about the dataset and its use can be found here: Maslov, K.A., Persello, C., Schellenberger, T. And A. Stein: Globally scalable glacier mapping by deep learning matches expert delineation accuracy. Nat Commun 16, 43 (2025). https://doi.org/10.1038/s41467-024-54956-x The related code here: https://github.com/konstantin-a-maslov/scalable_glacier_mapping
Descriptive
Field | Value |
|---|---|
Theme | |
Subjects | |
Type | dataset |
Language | English |
Status | COMPLETE |
Projects |
|
Dataset Size (MB) | 487045.529767 |
State | active |
Last Modified | 2025-11-11T16:14:24 |
Identifiers
Field | Value |
|---|---|
Identifier | 243c5285-2bf0-438f-bf2c-74b7bdba182e |
Other Identifier/DOI | 10.11582/2024.00168 |
Personnel (first name, last name, organisation, email)
Field | Value |
|---|---|
Contact points | Contact point 1 Type organisation First name Last name Organisation ORCID Name University of Oslo Acronym Contact email datamanagers@geo.uio.no Homepage URL ROR |
Creators | Creator 1 Type organisation First name Last name Organisation ORCID Name University of Twente Acronym Contact email info-itc@utwente.nl Homepage URL ROR Creator 2 Type person First name Konstantin Last name Maslov Organisation UTWENTE k.a.maslov@utwente.nl ORCID Name Acronym Contact email Homepage URL ROR |
Contributors | Contributor 1 First name Thomas Last name Schellenberger Organisation University of Oslo thosche@uio.no ORCID Type Related Person |
Dataset owner | |
Publisher | NIRD RDA |
Constraints
Field | Value |
|---|---|
License | CC-BY-4.0 |
Access Rights | public |
Extent
Field | Value |
|---|---|
Spatial | |
Temporal |
Reference Dates
Field | Value |
|---|---|
Release date | 2024-10-30 |
Related URLs
Field | Value |
|---|---|
Related Resources |
Versioning Info
Field | Value |
|---|---|
Version | 1 |
Version notes | First version of the dataset. |
Has Version | |
Is version of | |
Version type | latest |