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soil nutrient balance(NPK) dataset of Rwanda

Domain:

agriculturegeospatial

Record type:

dataset
Creator:
UWIRAGIYE YVESYannick Ngaba Mbezele JuniorZhao MengzhenElrys Ahmed S.
Publisher:
Zenodo
Host:avatar

This soil nutrient balance dataset contains raw, processed and analyzed data of  soil nutrient depletion workflow developed by Uwiragiye et al.[1]. Soil nutrient (NPK) balance were predicted only in covers cropland of Rwanda (Fig.1). This dataset was developed from freely available data from different sources (Table 1). The main folder which contain all data is called ’’Data”. This main folder has five sub folders (soil nutrient flows, soil erosion and sediments, environmental covariates, NPK balance modelling results and code used for soil nutrient balance modelling)

This is a dataset developed from available data for soil nutrient modelling in humid areas : A published paper 

Y. Uwiragiye, M. Junior Yannick Ngaba, M. Zhao, A.S. Elrys, G.B.M. Heuvelink, J. Zhou, Modelling and mapping soil nutrient depletion in humid highlands of East Africa using ensemble machine learning: A case study from Rwanda, CATENA. 217 (2022) 106499. doi.org.

Visit

doi.org

Tags

Machine learning, Digital soil mapping, soil nutrient depletion and soil erosion

Licenses

info:eu-repo/semantics/openAccessCreative Commons Attribution 4.0 Internationalhttps://creativecommons.org/licenses/by/4.0/legalcode

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