water
Article
Nutrient Load Mitigation with Wintertime Cover as Estimated
by the INCA Model
Katri Rankinen
1,
* , Eila Turtola
2
, Riitta Lemola
2
, Martyn Futter
3
and José Enrique Cano Bernal
1
Citation: Rankinen, K.; Turtola, E.;
Lemola, R.; Futter, M.; Cano Bernal,
J.E. Nutrient Load Mitigation with
Wintertime Cover as Estimated by the
INCA Model. Water 2021, 13, 450.
https://doi.org/10.3390/w13040450
Academic Editor: Thomas Hein
Received: 23 December 2020
Accepted: 3 February 2021
Published: 9 February 2021
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1
Biodiversity Centre, Finnish Environment Institute, 00790 Helsinki, Finland; jose.cano-bernal@syke.fi
2
Natural Resources Institute Finland, Natural Resources, Water Quality Impacts, 31600 Jokioinen, Finland;
eila.turtola@luke.fi (E.T.); riitta.lemola@luke.fi (R.L.)
3
Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, P.O. Box 7050,
750-07 Uppsala, Sweden; martyn.futter@slu.se
* Correspondence: katri.rankinen@syke.fi; Tel.: +358-400-148-832
Abstract: Increased nutrient loading causes deterioration of receiving surface waters in areas of
intensive agriculture. While nitrate and particulate phosphorus load can be efficiently controlled
by reducing tillage frequency and increasing vegetation cover, many field studies have shown
simultaneously increased loading of bioavailable phosphorus. In the latest phase of the Rural
Programme of EU agri-environmental measures, the highest potential to reduce the nutrient loading
to receiving waters were the maximum limits for fertilization of arable crops and retaining plant
cover on fields with, e.g., no-till methods and uncultivated nature management fields. Due to the
latter two measures, the area of vegetation cover has increased since 1995, suggesting clear effects on
nutrient loading in the catchment scale as well. We modeled the effectiveness of agri-environmental
measures to reduce phosphorus and nitrogen loads to waters and additionally tested the performance
of the dynamic, process-based INCA-P (Integrated Nutrients in Catchments—Phosphorus) model to
simulate P dynamics in an agricultural catchment. We concluded that INCA-P was able to simulate
both fast (immediate) and slow (non-immediate) processes that influence P loading from catchments.
Based on our model simulations, it was also evident that no-till methods had increased bioavailable
P load to receiving waters, even though total P and total N loading were reduced.
Keywords: mathematical modeling; agricultural policy; wintertime vegetation cover; dissolved
reactive phosphorus
1. Introduction
Increased nutrient loading of both phosphorus (P) and nitrogen (N) cause deterioration
of receiving surface waters in areas of intensive agriculture. In Finland, agriculture is most
intensive and is the dominant land cover on clayey soils situated in the southwestern part
of the country from where runoff enters the Baltic Sea. In this region, a major proportion
(60–90%) of total phosphorus (TP) load is transported as particulate phosphorus (PP) with
eroded soil particles [1], and cultivated fields contribute 66–100% of the total suspended
sediments delivered from a small agricultural catchment [2]. Moreover, past and present
P excess fertilization is reflected in high soil test p values (STP) of the fields in the area,
which is again connected with high dissolved reactive P (DRP) concentrations in runoff
from fields [3,4].
Increased P loads, the major nutrient controlling eutrophication in many aquatic
systems (e.g., [5]), have been observed to cause eutrophication of surface waters. The
Baltic Sea may be seasonally or spatially N limited [6]. Further, P is not always the
limiting nutrient in freshwaters. In Finland, some smaller lakes are observed to be partly N
limited [7], calling for measures to reduce the loading of both P and N from agriculture.
Nitrogen (N) has partly different sources and pathways than P. Most commonly, it
is transported as nitrate (NO
3
−
), which is highly leachable and can also percolate into
Water 2021, 13, 450. https://doi.org/10.3390/w13040450 https://www.mdpi.com/journal/water