Soil quality estimation using environmental covariates and predictive models: an example from tropical soils of Nigeria Article Swipe

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Isong Abraham Isong , Kingsley John , Paul B. Okon , Peter Ikor Ogban , Sunday Marcus Afu ·

YOU? · · 2022 · Open Access · · DOI: https://doi.org/10.1186/s13717-022-00411-y

Related Topics

Kriging

Environmental Science

Regression Analysis

Random Forest

Mathematics

Principal Component Analysis

Concepts

Kriging Digital soil mapping Soil water Soil quality Environmental science Covariate Regression analysis Random forest Mathematics Principal component analysis Sampling (signal processing) Statistics Linear regression Soil science Soil map Computer science Machine learning Filter (signal processing) Computer vision

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Type: article
Language: en
Landing Page: https://doi.org/10.1186/s13717-022-00411-y
PDF: https://ecologicalprocesses.springeropen.com/counter/pdf/10.1186/s13717-022-00411-y
OA Status: diamond
Cited By: 24
References: 63
Related Works: 10
OpenAlex ID: https://openalex.org/W4309941122

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DOI: https://doi.org/10.1186/s13717-022-00411-y

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Title: Soil quality estimation using environmental covariates and predictive models: an example from tropical soils of Nigeria

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Type: article

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Language: en

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Publication year: 2022

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Publication date: 2022-11-25

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Authors: Isong Abraham Isong, Kingsley John, Paul B. Okon, Peter Ikor Ogban, Sunday Marcus Afu

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Landing page: https://doi.org/10.1186/s13717-022-00411-y

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Concepts: Kriging, Digital soil mapping, Soil water, Soil quality, Environmental science, Covariate, Regression analysis, Random forest, Mathematics, Principal component analysis, Sampling (signal processing), Statistics, Linear regression, Soil science, Soil map, Computer science, Machine learning, Filter (signal processing), Computer vision

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Cited by: 24

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Citations by year (recent): 2025: 13, 2024: 11

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referenced_works_count	63
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