Total phosphorus and electric conductivity of 90 Urals lakes

DOI

We developed the transfer function for quantitative reconstructions of total phosphorus ranging from 5.6 to 313 μg/l and electric conductivity ranging from 61 to 21.700 μS/cm. WA-PLS-Component 2 (RMSEPboot=0.21 log10 μg/l, bootstrap r2=0.58 log10 μg/l, maximum bootstrap bias=0.57 log10 μg l-1) was the best performing model for TP. WA with classical deshrinking (RMSEPboot=0.22 log10 μS/cm, bootstrap r2=0.83, maximum bootstrap bias=0.23 log10 μS/cm) was the best performing model for EC. The dataset can be independently applied for quantitative reconstructions of lake water TP and EC or joined with other diatom datasets.

Identifier
DOI https://doi.org/10.1594/PANGAEA.963463
Related Identifier https://doi.org/10.1594/PANGAEA.963466
Metadata Access https://ws.pangaea.de/oai/provider?verb=GetRecord&metadataPrefix=datacite4&identifier=oai:pangaea.de:doi:10.1594/PANGAEA.963463
Provenance
Creator Maslennikova, Anna Valer'evna ORCID logo
Publisher PANGAEA
Publication Year 2023
Funding Reference Russian Science Foundation https://doi.org/10.13039/501100006769 Crossref Funder ID Grant 21-17-00071
Rights Creative Commons Attribution 4.0 International; https://creativecommons.org/licenses/by/4.0/
OpenAccess true
Representation
Language English
Resource Type Dataset
Format text/tab-separated-values
Size 1265 data points
Discipline Earth System Research
Spatial Coverage (58.253W, 52.629S, 63.231E, 58.307N); Ural