FMI
Published March 4, 2026 | Version v1
Dataset Open

Data for manuscript entitled "Estimation of Carbon Fluxes in Urban Vegetation Using Machine Learning Emulators of the Land Surface Model JSBACH"

Creators

  • 1. ROR icon Finnish Meteorological Institute
  • 2. ROR icon University of Helsinki

Contributors

Supervisor:

  • 1. ROR icon Finnish Meteorological Institute
  • 2. ROR icon University of Helsinki

Description

Three CSV files containing information on plant functional type (PFT)–specific gross primary production (GPP) and net ecosystem exchange (NEE) fluxes for JSBACH (used for emulator training and evaluation), as well as the daily and monthly emulator predictions in the manuscript "Estimation of Carbon Fluxes in Urban Vegetation Using Machine Learning Emulators of the Land Surface Model JSBACH" by Vasenkari et al. (2026). The README file contains information on the file structure and units. A more thorough description on the JSBACH simulations and emulator training can be found in the associated manuscript and its supplement.

Files

Readme.pdf

Files (2.3 MB)

Name Size Download selected Download all
Checksum: md5:4a5e3c28fa984b3bfde32700fd535a4a

PID: http://hdl.handle.net/11304/11ff25aa-7d62-4ce4-882a-002db6874d00
159.0 kB
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Checksum: md5:ec622d45048703fd0f32b59c57ca7c21

PID: http://hdl.handle.net/11304/f2982fa2-648b-42a2-b726-09d07ec32f37
678.0 kB
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Checksum: md5:5b900ff86d1f83311694ac5878c494a9

PID: http://hdl.handle.net/11304/b1d5d725-399f-4590-8ad4-f8eb1a7a066f
1.4 MB
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Checksum: md5:c3c312b692081c7e36cb3ef6b314c735

PID: http://hdl.handle.net/11304/28999409-b40a-47b3-bbbf-5f8f9379b76c
13.1 kB
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Additional details

Identifiers

URL
https://etsin.fairdata.fi/dataset/2d813fff-ebc7-4e52-a858-b997c0e4ca0e

Funding

European Commission
TerraDT project which has received funding from the European Union’s Horizon Europe Framework Programme (HORIZON) (Grant Agreement no.101187992)
Strategisen Tutkimuksen Neuvosto
Strategic Research Council working under the Research Council of Finland (grants #358257, 358254)
Research Council of Finland
Research Council of Finland (grants #361723, 361722)
Research Council of Finland
ACCC and FAME Flagship programs of the Research Council of Finland (grants #359342, 359340, 359196)

FMI metadata

Parameter
URL : -
Parameter name : JSBACH NEE/GPP
Parameter unit : g C m⁻² d⁻¹
Parameter description : JSBACH NEE and GPP daily values
URL : -
Parameter name : Daily emulator
Parameter unit : g C m⁻² d⁻¹
Parameter description : Daily emulator predictions of NEE/GPP fluxes
URL : -
Parameter name : Monthly emulator
Parameter unit : g C m⁻² d⁻¹
Parameter description : Monthly emulator predictions of NEE/GPP fluxes
Topic category
http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/environment