Journal article

Authors list: Byun, Eunji; Müller, Christoph; Parisse, Barbara; Napoli, Rosario; Zhang, Jin-Bo; Rezanezhad, Fereidoun; Van Cappellen, Philippe; Moser, Gerald; Jansen-Willems, Anne B; Yang, Wendy H; Urakawa, Rieko; Arroyo, José Ignacio; Neri, Ulderico; Elrys, Ahmed S; Nardi, Pierfrancesco

Publication year: 2024

Journal: Scientific Data

Volume number: 11

Issue number: 1

eISSN: 2052-4463

Open access status: Gold

DOI Link: https://doi.org/10.1038/s41597-024-03871-3

Publisher: Nature Research

Abstract: 
Rates of nitrogen transformations support quantitative descriptions and predictive understanding of the complex nitrogen cycle, but measuring these rates is expensive and not readily available to researchers. Here, we compiled a dataset of gross nitrogen transformation rates (GNTR) of mineralization, nitrification, ammonium immobilization, nitrate immobilization, and dissimilatory nitrate reduction to ammonium in terrestrial ecosystems. Data were extracted from 331 studies published from 1984-2022, covering 581 sites. Globally, 1552 observations were appended with standardized soil, vegetation, and climate data (49 variables in total) potentially contributing to the observed variations of GNTR. We used machine learning-based data imputation to fill in partially missing GNTR, which improved statistical relationships between theoretically correlated processes. The dataset is currently the most comprehensive overview of terrestrial ecosystem GNTR and serves as a global synthesis of the extent and variability of GNTR across a wide range of environmental conditions. Future research can utilize the dataset to identify measurement gaps with respect to climate, soil, and ecosystem types, delineate GNTR for certain ecoregions, and help validate process-based models.

Harvard Citation style: Byun, E., Müller, C., Parisse, B., Napoli, R., Zhang, J., Rezanezhad, F., et al. (2024) A global dataset of gross nitrogen transformation rates across terrestrial ecosystems, Scientific Data, 11(1), Article 1022. https://doi.org/10.1038/s41597-024-03871-3

APA Citation style: Byun, E., Müller, C., Parisse, B., Napoli, R., Zhang, J., Rezanezhad, F., Van Cappellen, P., Moser, G., Jansen-Willems, A., Yang, W., Urakawa, R., Arroyo, J., Neri, U., Elrys, A., & Nardi, P. (2024). A global dataset of gross nitrogen transformation rates across terrestrial ecosystems. Scientific Data. 11(1), Article 1022. https://doi.org/10.1038/s41597-024-03871-3