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

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Authors: Veera Vasenkari, Leif Backman, Juha Leskinen, Leena Järvi, Hannakaisa Lindqvist, Mari K. Pihlatie, Liisa Kulmala
Cited by: 0

Abstract

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.

Fields of Study & Subjects

Plant Water Relations and Carbon Dynamics Land Use and Ecosystem Services Urban Arborization and Environmental Studies

Publication details

Journal / source
METIS
Publication date
4 March 2026
Language
EN
Document type
Dataset