Large-scale digital mapping of topsoil total nitrogen using machine learning models and associated uncertainty map
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DOI: 10.1007/s10661-021-08947-w
Abstract: Understanding the spatial distribution of soil nutrients and factors affecting their concentration and availability is crucial for soil fertility management and sustainable land utilization while quantifying factors affecting soil nitrogen distribution in Qorveh-Dehgolan plain is… read more here.
Keywords: nitrogen; digital mapping; soil; topsoil total ... See more keywords
Digital mapping of soil classes in Algeria – A comparison of methods
Sign Up to like & getrecommendations! Published in 2019 at "Geoderma Regional"
DOI: 10.1016/j.geodrs.2019.e00215
Abstract: Abstract Machine learning models have not yet been tested for digital soil mapping in the Algerian Sahara, where soil information is scarce. In this study, we compared six machine learning algorithms to predict and map… read more here.
Keywords: classes algeria; soil; soil classes; digital mapping ... See more keywords