research data . Dataset . 2021

Soil organic carbon concentration of Canada, at six soil depths, 250m spatial resolution

Sothe, Camile; Gonsamu, Alemu; Arabian, Joyce; Snider, James;
Open Access
  • Published: 15 Sep 2021
  • Publisher: 4TU.ResearchData
  • Country: Netherlands
Abstract
This dataset contains maps with the spatial distribution of soil carbon concentration (g/kg) in Canada at 6 soil depths: 0cm, 5cm, 15cm, 30cm, 60cm and 100cm. It is being made public to act as supplementary data for the publication 'Large scale mapping of soil organic carbon concentration with 3D machine learning and satellite observations', published in Geoderma: https://doi.org/10.1016/j.geoderma.2021.115402The study is part of our project that aimed to produce the first wall-to-wall estimate of carbon stocks in plants and soils of Canada at 250 m spatial resolution using multisource satellite, climate and topographic data and a machine-learning algorithm. The...
Persistent Identifiers
Subjects
free text keywords: Soil Sciences, Soil Organic Carbon Contents, machine Learning Methods Enable Predictive Modeling, satellite data analysis, terrestrial ecosystem models, Collection: Carbon storage and distribution in terrestrial ecosystems of Canada, Time: 2000-2019, FOS: Agriculture, forestry and fisheries
Communities
Funded by
NSERC
Project
  • Funder: Natural Sciences and Engineering Research Council of Canada (NSERC)
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