Citation: Vaca, R.; Del Águila, P.;
Yañez-Ocampo, G.; Lugo, J.A.; De la
Portilla-López, N. Soil Quality
Assessment in Response to Water
Erosion and Mining Activity.
Agriculture 2023, 13, 1380.
https://doi.org/10.3390/
agriculture13071380
Academic Editors: Ilyusya
M. Gabbasova and
Mikhail Komissarov
Received: 31 May 2023
Revised: 8 July 2023
Accepted: 10 July 2023
Published: 12 July 2023
Copyright: © 2023 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/).
agriculture
Article
Soil Quality Assessment in Response to Water Erosion and
Mining Activity
Rocio Vaca
1
, Pedro Del Águila
1
, Gustavo Yañez-Ocampo
2
, Jorge A. Lugo
1
and Nadia De la Portilla-López
1,
*
1
Laboratorio de Edafología y Ambiente, Facultad de Ciencias, Instituto Literario No. 100, Universidad
Autónoma del Estado de México, Toluca 50000, Mexico; rociovpaulin@gmail.com (R.V.);
delaguila.1959@gmail.com (P.D.Á.); jorgelug@gmail.com (J.A.L.)
2
Centro de Investigación en Recursos Bióticos (CIRB), Instituto Literario No. 100, Universidad Autónoma del
Estado de México, Toluca 50000, Mexico; yanezg0206@gmail.com
* Correspondence: naomenpl@hotmail.com; Tel.: +52-72-229-6555-6162
Abstract: Erosion significantly decreases the depth of a soil, the nutrients available for plants, the
organic matter and, consequently, the productivity of the edaphic environment. Due to the above
considerations, the objective of this study was to evaluate, through various properties, the quality
of two eroded soils, one eroded by water and the other by mining activity, amended with biosolids.
The quality for both soils was estimated through the selection of a minimum set of data by means
of principal component analysis (PCA) and the subsequent realization of correlations, multiple
regressions and finally calculations of normalized values (Vn) of those properties considered as
indicators of soil quality. According to the results, inorganic nitrogen (NI) and respiratory activity
(RA) were the properties selected as indicators to assess quality. For soil eroded by water and by
mining activity, NI presented a low and very low quality, respectively (class 4 and 5 of quality
according to the calculation of Vn). The quality of RA in soil eroded by mining extraction was
very high (quality class 1 according to Vn), and thus it can be considered an ideal indicator for the
evaluation of soil quality due to its sensitivity to anthropogenic changes (mining) in soil.
Keywords: biosolids; erosion; inorganic nitrogen; quality index; normalized value (Vn);
respiratory activity
1. Introduction
Erosion refers to the removal of the upper layer of the soil due to the effect of external
agents such as wind and water; however, the erosive phenomenon is increased by human
activities. The state of Mexico (Central Mexico) ranks fourth nationwide for water erosion
(81.19%), with degrees ranging from moderate to extreme [1,2]. Water erosion is the most
common form of soil degradation. The process consists of the detachment, transport
and deposit of soil particles caused by rain; the process begins with the impact of the
raindrops and once the infiltration and surface storage capacity is saturated, the runoff
begins, dragging the loose particles and those that its own force detaches; the mechanism
ends when the eroded material, also called sediment, is deposited. As a result of the erosive
phenomenon, there is a loss of the superficial layer of the soil, which has become a growing
concern throughout the world and has been identified as one of the key elements of soil
degradation. Soil degradation via erosion involves (a) physical changes, among which are:
formation of crusts, loss of structure, compaction and anoxia; (b) chemicals that include
salinization and alkalization and (c) biochemicals, presenting a decrease in the diversity
and microbial function of the soil. Soil erosion also contributes to climate change, as soil
degradation processes caused by erosion often result in the release of soil organic carbon
into the air, increasing carbon dioxide in the atmosphere. This, in turn, exacerbates climate
change through increased greenhouse gas (GHG) emissions [3–6].
Agriculture 2023, 13, 1380. https://doi.org/10.3390/agriculture13071380 https://www.mdpi.com/journal/agriculture