Solutions for the Spatial Organization of Cropland with Increased Erosion Risk at the Regional Level: A Case Study of Belgorod Oblast, European Russia
Abstract
:1. Introduction
- Comprehensive assessment of the ecological and resource status and impact on the environment, including mathematical modeling of potential causes of soil losses;
- Development of project solutions for conservation land use, including farm types, cropping systems, and agricultural management techniques;
- Regular centralized monitoring of soil quality, including agrochemical and erosion surveys;
- Economic evaluation and detection efficiency of soil protection measures.
2. Materials and Methods
2.1. Study Area
- Program for the introduction of a biological farming system in Belgorod Oblast for 2012–2018 (approved by the Decree of the Government of Belgorod Oblast; 29 August 2011, No. 324-ΠΠ);
- The concept of river-basin nature management in Belgorod Oblast (approved by the order of the Government of Belgorod Oblast; 27 February 2012, No. 116-pΠ);
- Regulations on the project of an adaptive landscape agriculture system (ALAS) and soil protection (approved by the Decree of the Governor of Belgorod Oblast of 4 February 2014 No. 9, and the Decree of the Government of Belgorod Oblast of 25 April 2022, No. 249-ΠΠ).
2.2. Methodology for Calculating Potential Soil Erosion
2.3. Methodology for Calculating the C-Factor for Different Land-Use Scenarios
3. Results
- Reducing the total anthropogenic load in agricultural landscapes;
- Reducing the rate of water erosion owing to the soil-protection role of agrocenoses;
- Reproduction of organic matter and nitrogen by increasing the share of perennial grasses and legumes in crop rotations.
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Basin Number | Basin Area, ×103 ha | Cropland Area, % | R-Factor | K-Factor | LS-Factor | C-Factor | Soil Losses, t/ha per year | ||||
---|---|---|---|---|---|---|---|---|---|---|---|
M1 | M2 | M3 | M1 | M2 | M3 | ||||||
1 | 216.3 | 57.0 | 8.71 | 0.87 | 1.11 | 1.00 | 0.41 | 0.25 | 7.90 | 2.96 | 1.60 |
2 | 160.4 | 63.5 | 9.69 | 1.16 | 2.01 | 1.00 | 0.33 | 0.25 | 13.86 | 4.30 | 2.57 |
3 | 141.3 | 67.6 | 10.30 | 1.08 | 1.14 | 1.00 | 0.30 | 0.27 | 7.30 | 2.00 | 1.51 |
4 | 151.8 | 61.7 | 9.78 | 1.04 | 1.58 | 1.00 | 0.35 | 0.27 | 10.96 | 3.39 | 2.29 |
5 | 62.4 | 46.4 | 9.52 | 1.89 | 2.06 | 1.00 | 0.30 | 0.23 | 27.51 | 8.37 | 5.10 |
6 | 626.4 | 59.5 | 9.21 | 1.11 | 0.77 | 1.00 | 0.35 | 0.30 | 4.47 | 1.41 | 1.06 |
7 | 477.1 | 70.2 | 10.23 | 1.11 | 0.68 | 1.00 | 0.36 | 0.28 | 5.47 | 1.84 | 1.33 |
8 | 140.3 | 57.3 | 9.91 | 1.97 | 2.33 | 1.00 | 0.31 | 0.23 | 33.57 | 9.26 | 6.04 |
9 | 173.4 | 62.1 | 10.21 | 1.10 | 1.12 | 1.00 | 0.30 | 0.27 | 7.31 | 2.07 | 1.57 |
10 | 223.9 | 54.2 | 9.79 | 1.56 | 0.71 | 1.00 | 0.34 | 0.28 | 7.72 | 2.25 | 1.92 |
11 | 152.9 | 62.3 | 8.93 | 1.04 | 1.12 | 1.00 | 0.37 | 0.27 | 7.45 | 2.60 | 1.65 |
12 | 72.6 | 49.0 | 9.62 | 1.06 | 2.37 | 1.00 | 0.29 | 0.24 | 13.48 | 3.56 | 2.15 |
13 | 62.1 | 74.1 | 8.58 | 1.11 | 1.35 | 1.00 | 0.33 | 0.25 | 9.41 | 2.98 | 1.85 |
14 | 79.1 | 73.6 | 9.79 | 1.41 | 1.05 | 1.00 | 0.36 | 0.29 | 9.17 | 3.03 | 2.17 |
15 | 108.6 | 59.8 | 8.96 | 1.12 | 1.81 | 1.00 | 0.36 | 0.24 | 13.64 | 4.65 | 2.39 |
16 | 313.2 | 52.8 | 9.96 | 1.69 | 1.86 | 1.00 | 0.30 | 0.27 | 19.07 | 5.18 | 4.10 |
17 | 34.3 | 79.2 | 10.30 | 1.18 | 0.57 | 1.00 | 0.38 | 0.29 | 5.78 | 2.07 | 1.51 |
18 | 33.7 | 59.6 | 9.66 | 1.64 | 2.03 | 1.00 | 0.30 | 0.24 | 18.00 | 5.04 | 3.24 |
19 | 302.2 | 74.9 | 9.71 | 1.12 | 1.31 | 1.00 | 0.38 | 0.27 | 10.34 | 3.70 | 2.18 |
20 | 6.3 | 77.8 | 8.52 | 1.30 | 1.62 | 1.00 | 0.32 | 0.25 | 12.80 | 3.84 | 2.31 |
21 | 170.4 | 81.0 | 10.14 | 1.23 | 0.66 | 1.00 | 0.36 | 0.24 | 7.17 | 2.35 | 1.62 |
22 | 52.1 | 59.2 | 9.78 | 1.06 | 1.48 | 1.00 | 0.31 | 0.26 | 11.62 | 3.15 | 2.41 |
23 | 5.0 | 33.8 | 10.20 | 1.20 | 1.51 | 1.00 | 0.24 | 0.28 | 7.18 | 1.48 | 1.81 |
24 | 45.9 | 42.8 | 9.20 | 1.06 | 1.79 | 1.00 | 0.31 | 0.24 | 11.68 | 3.51 | 2.21 |
25 | 210.7 | 36.2 | 9.82 | 1.45 | 0.72 | 1.00 | 0.28 | 0.25 | 8.96 | 2.45 | 1.82 |
26 | 16.7 | 45.0 | 10.50 | 1.00 | 1.91 | 1.00 | 0.25 | 0.25 | 9.84 | 2.37 | 1.80 |
27 | 140.1 | 77.8 | 9.09 | 1.00 | 0.84 | 1.00 | 0.36 | 0.28 | 5.74 | 1.88 | 1.36 |
28 | 517.3 | 61.9 | 9.19 | 0.97 | 1.33 | 1.00 | 0.37 | 0.26 | 7.35 | 2.47 | 1.45 |
29 | 287.2 | 58.4 | 9.89 | 1.26 | 1.81 | 1.00 | 0.35 | 0.25 | 14.58 | 4.47 | 2.75 |
30 | 144.6 | 69.9 | 8.72 | 1.11 | 1.35 | 1.00 | 0.33 | 0.26 | 9.21 | 2.86 | 2.04 |
31 | 126.8 | 56.6 | 8.90 | 0.91 | 1.29 | 1.00 | 0.36 | 0.23 | 9.53 | 3.40 | 1.72 |
32 | 104.3 | 28.2 | 9.91 | 1.78 | 2.29 | 1.00 | 0.45 | 0.22 | 40.82 | 32.64 | 6.26 |
33 | 218.5 | 58.5 | 9.65 | 1.43 | 0.98 | 1.00 | 0.34 | 0.28 | 10.81 | 3.26 | 2.56 |
34 | 129.1 | 42.5 | 9.77 | 1.76 | 1.57 | 1.00 | 0.28 | 0.26 | 15.62 | 4.12 | 3.33 |
35 | 198.8 | 67.7 | 9.81 | 1.05 | 1.35 | 1.00 | 0.36 | 0.29 | 7.28 | 2.40 | 1.73 |
36 | 465.9 | 57.4 | 9.95 | 1.24 | 1.45 | 1.00 | 0.33 | 0.26 | 10.84 | 3.14 | 2.22 |
37 | 347.9 | 55.7 | 9.42 | 1.13 | 1.18 | 1.00 | 0.32 | 0.28 | 8.84 | 2.56 | 1.81 |
38 | 1448.8 | 40.8 | 9.72 | 1.26 | 1.68 | 1.00 | 0.31 | 0.26 | 13.63 | 3.99 | 2.69 |
39 | 194.7 | 23.9 | 9.95 | 1.14 | 1.07 | 1.00 | 0.40 | 0.26 | 10.36 | 3.71 | 2.25 |
40 | 328.2 | 64.6 | 10.17 | 1.14 | 1.22 | 1.00 | 0.33 | 0.29 | 6.58 | 1.90 | 1.64 |
41 | 8.2 | 60.3 | 8.45 | 1.40 | 2.34 | 1.00 | 0.38 | 0.26 | 13.13 | 4.27 | 2.83 |
42 | 185.3 | 68.8 | 9.10 | 0.97 | 1.32 | 1.00 | 0.39 | 0.26 | 7.82 | 2.79 | 1.45 |
43 | 132.2 | 18.6 | 9.35 | 1.02 | 1.86 | 1.00 | 0.28 | 0.25 | 10.84 | 2.77 | 2.06 |
44 | 140.2 | 68.3 | 8.70 | 1.09 | 1.42 | 1.00 | 0.31 | 0.27 | 8.52 | 2.49 | 1.94 |
45 | 217.8 | 36.0 | 9.09 | 1.39 | 1.26 | 1.00 | 0.31 | 0.27 | 11.36 | 3.17 | 2.42 |
46 | 188.9 | 52.3 | 10.11 | 1.19 | 1.83 | 1.00 | 0.33 | 0.25 | 12.90 | 4.08 | 2.49 |
47 | 359.7 | 48.3 | 9.93 | 1.17 | 1.83 | 1.00 | 0.32 | 0.26 | 11.51 | 3.25 | 2.23 |
48 | 208.1 | 60.0 | 9.91 | 1.75 | 2.09 | 1.00 | 0.31 | 0.25 | 24.17 | 7.09 | 4.59 |
49 | 195.0 | 81.0 | 9.77 | 1.21 | 0.69 | 1.00 | 0.40 | 0.29 | 6.52 | 2.44 | 1.74 |
50 | 251.3 | 75.1 | 9.64 | 1.19 | 1.02 | 1.00 | 0.36 | 0.28 | 8.73 | 2.92 | 1.90 |
51 | 307.4 | 56.7 | 9.42 | 1.14 | 1.68 | 1.00 | 0.31 | 0.23 | 13.38 | 3.98 | 2.35 |
52 | 385.9 | 50.3 | 9.60 | 1.20 | 1.89 | 1.00 | 0.33 | 0.25 | 13.38 | 4.11 | 2.56 |
53 | 83.0 | 62.0 | 9.57 | 1.12 | 1.82 | 1.00 | 0.35 | 0.24 | 11.92 | 4.03 | 2.28 |
54 | 158.5 | 51.1 | 9.35 | 1.38 | 1.69 | 1.00 | 0.35 | 0.26 | 9.02 | 2.73 | 1.84 |
55 | 211.3 | 41.9 | 9.51 | 1.43 | 2.25 | 1.00 | 0.33 | 0.22 | 17.34 | 5.23 | 2.29 |
56 | 246.6 | 51.1 | 9.83 | 1.85 | 2.41 | 1.00 | 0.32 | 0.25 | 27.37 | 8.04 | 5.25 |
57 | 315.1 | 54.5 | 9.73 | 1.86 | 1.43 | 1.00 | 0.35 | 0.27 | 19.44 | 6.30 | 4.16 |
58 | 221.9 | 70.5 | 10.32 | 1.06 | 0.77 | 1.00 | 0.37 | 0.30 | 4.95 | 1.69 | 1.36 |
59 | 432.5 | 36.5 | 9.59 | 2.28 | 1.85 | 1.00 | 0.28 | 0.26 | 31.66 | 8.52 | 6.09 |
60 | 5.0 | 52.0 | 10.24 | 1.03 | 0.96 | 1.00 | 0.28 | 0.29 | 4.87 | 1.27 | 1.28 |
61 | 15.7 | 70.2 | 10.46 | 1.00 | 1.18 | 1.00 | 0.25 | 0.27 | 6.44 | 1.50 | 1.34 |
62 | 58.7 | 62.8 | 10.40 | 0.99 | 1.38 | 1.00 | 0.28 | 0.26 | 8.69 | 2.30 | 1.60 |
63 | 55.4 | 61.3 | 10.30 | 0.92 | 1.04 | 1.00 | 0.28 | 0.26 | 6.60 | 1.79 | 1.35 |
64 | 25.7 | 50.3 | 10.16 | 1.11 | 1.50 | 1.00 | 0.24 | 0.26 | 7.86 | 1.77 | 1.55 |
65 | 35.9 | 35.1 | 10.15 | 1.09 | 1.64 | 1.00 | 0.25 | 0.26 | 8.48 | 1.97 | 1.60 |
66 | 19.2 | 68.7 | 9.84 | 1.21 | 1.46 | 1.00 | 0.33 | 0.24 | 11.52 | 3.84 | 2.22 |
67 | 45.1 | 52.1 | 9.74 | 1.58 | 1.71 | 1.00 | 0.27 | 0.26 | 12.56 | 3.05 | 2.55 |
68 | 118.8 | 54.0 | 9.90 | 1.17 | 1.49 | 1.00 | 0.27 | 0.25 | 9.84 | 2.56 | 1.93 |
69 | 27.9 | 53.8 | 9.79 | 1.00 | 1.23 | 1.00 | 0.37 | 0.27 | 7.77 | 2.61 | 1.74 |
70 | 102.5 | 69.0 | 9.55 | 1.51 | 1.01 | 1.00 | 0.36 | 0.27 | 11.10 | 3.99 | 2.48 |
71 | 40.0 | 57.5 | 9.97 | 1.17 | 1.54 | 1.00 | 0.26 | 0.24 | 10.85 | 2.75 | 2.00 |
72 | 37.4 | 50.1 | 10.02 | 1.09 | 1.70 | 1.00 | 0.27 | 0.24 | 10.79 | 2.73 | 1.81 |
73 | 33.3 | 60.9 | 10.01 | 1.09 | 1.04 | 1.00 | 0.37 | 0.25 | 7.61 | 2.60 | 1.50 |
74 | 47.1 | 38.0 | 9.73 | 1.39 | 1.91 | 1.00 | 0.27 | 0.23 | 14.70 | 3.77 | 2.66 |
75 | 36.5 | 44.7 | 9.97 | 1.16 | 1.43 | 1.00 | 0.28 | 0.25 | 9.73 | 2.52 | 1.84 |
76 | 22.6 | 34.2 | 9.89 | 1.12 | 1.47 | 1.00 | 0.27 | 0.26 | 9.68 | 2.51 | 1.98 |
77 | 49.1 | 59.7 | 9.74 | 1.23 | 1.08 | 1.00 | 0.33 | 0.28 | 10.51 | 3.29 | 2.38 |
78 | 155.6 | 57.5 | 10.21 | 1.05 | 1.08 | 1.00 | 0.34 | 0.29 | 6.73 | 1.97 | 1.57 |
79 | 213.1 | 71.6 | 10.06 | 1.14 | 0.92 | 1.00 | 0.33 | 0.29 | 6.66 | 2.05 | 1.61 |
80 | 260.9 | 59.4 | 10.40 | 1.09 | 1.18 | 1.00 | 0.33 | 0.29 | 8.04 | 2.24 | 1.83 |
81 | 26.6 | 56.9 | 10.66 | 0.98 | 0.30 | 1.00 | 0.33 | 0.31 | 2.35 | 0.72 | 0.69 |
82 | 156.3 | 60.3 | 10.61 | 1.02 | 0.84 | 1.00 | 0.32 | 0.30 | 4.58 | 1.30 | 1.16 |
83 | 162.0 | 68.9 | 10.47 | 1.17 | 1.06 | 1.00 | 0.33 | 0.29 | 7.03 | 2.14 | 1.75 |
84 | 30.6 | 60.7 | 10.47 | 0.87 | 1.14 | 1.00 | 0.39 | 0.30 | 6.69 | 2.20 | 1.72 |
85 | 214.7 | 67.8 | 10.40 | 1.03 | 0.98 | 1.00 | 0.33 | 0.30 | 5.72 | 1.69 | 1.41 |
86 | 195.7 | 60.8 | 10.01 | 1.12 | 1.10 | 1.00 | 0.34 | 0.29 | 6.91 | 2.21 | 1.64 |
87 | 111.4 | 60.2 | 9.98 | 1.27 | 1.46 | 1.00 | 0.32 | 0.27 | 10.45 | 3.05 | 2.28 |
89 | 80.6 | 77.9 | 9.50 | 1.09 | 0.96 | 1.00 | 0.35 | 0.27 | 7.41 | 2.44 | 1.68 |
90 | 173.2 | 72.6 | 9.26 | 1.07 | 1.00 | 1.00 | 0.37 | 0.29 | 6.20 | 2.13 | 1.53 |
91 | 298.1 | 50.1 | 9.64 | 1.53 | 1.23 | 1.00 | 0.33 | 0.28 | 9.99 | 2.67 | 2.29 |
94 | 245.0 | 64.8 | 10.09 | 1.13 | 1.38 | 1.00 | 0.37 | 0.28 | 9.45 | 3.24 | 1.96 |
95 | 147.6 | 62.9 | 10.14 | 1.09 | 1.67 | 1.00 | 0.35 | 0.27 | 10.64 | 3.55 | 2.10 |
96 | 314.1 | 38.2 | 9.77 | 1.49 | 1.62 | 1.00 | 0.30 | 0.27 | 19.02 | 5.26 | 3.93 |
97 | 56.3 | 27.3 | 8.86 | 1.36 | 2.22 | 1.00 | 0.24 | 0.20 | 15.31 | 3.45 | 2.26 |
98 | 82.7 | 48.4 | 9.71 | 1.02 | 1.77 | 1.00 | 0.29 | 0.25 | 10.29 | 2.62 | 1.92 |
99 | 102.8 | 48.8 | 9.52 | 1.08 | 1.74 | 1.00 | 0.29 | 0.25 | 9.67 | 2.68 | 1.95 |
100 | 91.4 | 14.6 | 9.55 | 1.06 | 1.24 | 1.00 | 0.32 | 0.29 | 6.80 | 2.06 | 1.76 |
101 | 34.9 | 57.2 | 8.87 | 1.11 | 1.88 | 1.00 | 0.28 | 0.23 | 11.96 | 3.14 | 2.42 |
102 | 20.3 | 49.9 | 8.92 | 1.08 | 1.99 | 1.00 | 0.27 | 0.21 | 12.44 | 3.04 | 2.21 |
103 | 55.0 | 42.2 | 9.08 | 1.03 | 1.97 | 1.00 | 0.29 | 0.22 | 12.03 | 3.35 | 2.19 |
104 | 43.1 | 55.9 | 8.99 | 1.04 | 1.73 | 1.00 | 0.29 | 0.29 | 7.99 | 2.06 | 2.05 |
105 | 106.8 | 30.5 | 9.33 | 1.37 | 1.24 | 1.00 | 0.30 | 0.30 | 8.81 | 2.31 | 2.48 |
106 | 42.1 | 34.8 | 9.17 | 0.94 | 1.58 | 1.00 | 0.29 | 0.23 | 12.21 | 3.36 | 2.20 |
108 | 216.3 | 64.8 | 10.02 | 1.20 | 1.32 | 1.00 | 0.36 | 0.27 | 10.81 | 3.61 | 2.14 |
109 | 100.9 | 62.7 | 9.94 | 1.20 | 1.29 | 1.00 | 0.33 | 0.27 | 10.20 | 3.10 | 2.13 |
110 | 319.8 | 47.0 | 9.59 | 1.68 | 1.49 | 1.00 | 0.33 | 0.27 | 16.00 | 4.32 | 3.06 |
111 | 111.8 | 34.8 | 9.17 | 1.19 | 0.66 | 1.00 | 0.37 | 0.31 | 2.94 | 0.93 | 0.85 |
112 | 83.1 | 61.2 | 9.85 | 1.21 | 1.68 | 1.00 | 0.34 | 0.27 | 10.40 | 3.33 | 2.11 |
113 | 280.7 | 67.1 | 9.71 | 1.09 | 1.49 | 1.00 | 0.33 | 0.28 | 9.55 | 2.90 | 1.99 |
114 | 370.1 | 71.3 | 9.66 | 1.00 | 1.27 | 1.00 | 0.34 | 0.28 | 7.11 | 2.19 | 1.65 |
115 | 112.0 | 60.9 | 9.68 | 1.25 | 2.07 | 1.00 | 0.32 | 0.25 | 14.77 | 4.56 | 2.60 |
116 | 24.1 | 44.5 | 9.73 | 1.32 | 2.12 | 1.00 | 0.33 | 0.25 | 13.94 | 4.49 | 2.84 |
117 | 36.1 | 43.4 | 9.72 | 1.08 | 1.50 | 1.00 | 0.33 | 0.27 | 14.04 | 4.52 | 3.08 |
118 | 18.6 | 73.5 | 9.81 | 1.62 | 0.62 | 1.00 | 0.34 | 0.30 | 8.71 | 2.85 | 2.30 |
119 | 43.8 | 59.9 | 9.46 | 1.30 | 1.92 | 1.00 | 0.28 | 0.21 | 15.97 | 4.49 | 2.51 |
120 | 127.8 | 58.2 | 9.48 | 1.16 | 1.91 | 1.00 | 0.28 | 0.21 | 14.33 | 4.04 | 2.43 |
121 | 39.1 | 43.0 | 9.37 | 1.20 | 2.11 | 1.00 | 0.28 | 0.20 | 16.96 | 4.82 | 2.82 |
122 | 287.8 | 52.3 | 9.31 | 0.94 | 0.99 | 1.00 | 0.34 | 0.26 | 8.25 | 2.64 | 1.62 |
123 | 29.3 | 67.6 | 9.20 | 0.73 | 1.08 | 1.00 | 0.40 | 0.28 | 5.76 | 1.95 | 1.34 |
124 | 92.4 | 63.1 | 9.27 | 0.88 | 0.75 | 1.00 | 0.38 | 0.27 | 5.09 | 1.89 | 1.23 |
125 | 353.0 | 67.3 | 8.57 | 1.18 | 1.70 | 1.00 | 0.41 | 0.24 | 12.61 | 4.80 | 2.44 |
126 | 75.2 | 72.4 | 8.69 | 1.04 | 1.57 | 1.00 | 0.40 | 0.24 | 10.55 | 3.74 | 1.97 |
127 | 151.5 | 65.0 | 8.83 | 1.03 | 1.71 | 1.00 | 0.39 | 0.23 | 12.21 | 4.39 | 2.14 |
128 | 22.8 | 71.1 | 8.94 | 1.07 | 1.84 | 1.00 | 0.37 | 0.23 | 12.17 | 3.96 | 2.19 |
129 | 36.6 | 61.6 | 8.98 | 1.01 | 1.78 | 1.00 | 0.35 | 0.25 | 11.21 | 3.62 | 2.20 |
130 | 132.0 | 62.4 | 9.00 | 1.05 | 1.77 | 1.00 | 0.39 | 0.22 | 11.36 | 4.01 | 1.73 |
131 | 68.6 | 64.8 | 8.94 | 1.01 | 1.72 | 1.00 | 0.38 | 0.22 | 10.92 | 3.61 | 1.67 |
132 | 50.7 | 63.5 | 8.81 | 1.09 | 1.79 | 1.00 | 0.39 | 0.23 | 11.11 | 3.94 | 1.84 |
133 | 14.5 | 63.8 | 8.74 | 0.80 | 1.10 | 1.00 | 0.40 | 0.28 | 9.52 | 3.37 | 2.19 |
134 | 51.9 | 61.2 | 8.86 | 0.91 | 1.63 | 1.00 | 0.38 | 0.21 | 10.12 | 3.66 | 1.84 |
135 | 108.5 | 55.1 | 8.81 | 0.97 | 1.53 | 1.00 | 0.39 | 0.22 | 11.89 | 4.48 | 1.93 |
136 | 41.9 | 59.3 | 8.74 | 1.02 | 1.73 | 1.00 | 0.37 | 0.24 | 11.40 | 3.98 | 2.09 |
137 | 116.7 | 62.5 | 8.51 | 1.08 | 1.59 | 1.00 | 0.41 | 0.24 | 10.67 | 4.06 | 2.00 |
138 | 146.0 | 70.9 | 8.73 | 1.14 | 1.82 | 1.00 | 0.40 | 0.23 | 13.74 | 5.12 | 2.43 |
139 | 114.3 | 70.3 | 8.89 | 1.09 | 1.72 | 1.00 | 0.34 | 0.22 | 13.34 | 4.11 | 2.27 |
140 | 63.0 | 55.0 | 8.98 | 1.00 | 1.83 | 1.00 | 0.34 | 0.24 | 9.87 | 3.34 | 1.67 |
141 | 64.9 | 57.6 | 9.06 | 1.03 | 2.06 | 1.00 | 0.36 | 0.24 | 12.08 | 4.05 | 2.00 |
142 | 45.3 | 61.0 | 9.03 | 0.94 | 1.51 | 1.00 | 0.38 | 0.23 | 11.10 | 4.01 | 2.00 |
143 | 50.8 | 65.5 | 9.12 | 0.98 | 1.71 | 1.00 | 0.35 | 0.23 | 11.71 | 4.04 | 1.78 |
144 | 129.3 | 60.2 | 9.21 | 1.14 | 1.73 | 1.00 | 0.34 | 0.23 | 14.56 | 4.57 | 2.55 |
145 | 107.5 | 62.0 | 9.19 | 1.21 | 1.85 | 1.00 | 0.33 | 0.23 | 15.85 | 4.92 | 2.62 |
146 | 51.1 | 69.9 | 9.08 | 1.11 | 1.60 | 1.00 | 0.37 | 0.24 | 12.09 | 4.21 | 2.05 |
147 | 84.1 | 60.3 | 8.94 | 1.01 | 2.00 | 1.00 | 0.36 | 0.23 | 13.01 | 4.52 | 2.21 |
148 | 38.6 | 63.7 | 8.97 | 1.16 | 2.18 | 1.00 | 0.38 | 0.21 | 16.68 | 6.17 | 2.56 |
149 | 68.9 | 55.7 | 9.07 | 1.02 | 1.99 | 1.00 | 0.36 | 0.21 | 15.73 | 5.27 | 2.37 |
150 | 11.3 | 59.8 | 9.06 | 0.74 | 1.17 | 1.00 | 0.45 | 0.22 | 13.61 | 6.34 | 2.24 |
151 | 139.7 | 28.1 | 9.49 | 1.65 | 2.38 | 1.00 | 0.26 | 0.22 | 38.84 | 10.02 | 6.60 |
152 | 78.6 | 22.2 | 9.51 | 1.84 | 2.53 | 1.00 | 0.28 | 0.24 | 21.62 | 4.87 | 4.10 |
153 | 60.0 | 47.1 | 9.51 | 1.43 | 2.24 | 1.00 | 0.33 | 0.24 | 15.20 | 4.45 | 2.90 |
154 | 135.4 | 56.7 | 9.42 | 1.13 | 1.77 | 1.00 | 0.34 | 0.25 | 11.24 | 3.49 | 2.10 |
155 | 180.3 | 56.7 | 9.35 | 1.15 | 1.93 | 1.00 | 0.34 | 0.24 | 12.94 | 3.92 | 2.27 |
156 | 119.7 | 64.5 | 9.26 | 1.02 | 1.52 | 1.00 | 0.33 | 0.24 | 9.42 | 2.78 | 1.66 |
157 | 194.2 | 68.9 | 9.23 | 0.95 | 1.47 | 1.00 | 0.35 | 0.25 | 8.93 | 2.79 | 1.59 |
158 | 134.9 | 29.2 | 9.44 | 1.66 | 2.27 | 1.00 | 0.31 | 0.22 | 14.87 | 4.66 | 2.66 |
159 | 144.7 | 50.3 | 9.39 | 0.99 | 1.06 | 1.00 | 0.40 | 0.29 | 7.17 | 2.52 | 1.63 |
160 | 209.2 | 69.4 | 9.59 | 1.09 | 1.51 | 1.00 | 0.38 | 0.26 | 10.42 | 3.53 | 2.01 |
161 | 26.1 | 64.9 | 9.53 | 1.25 | 1.88 | 1.00 | 0.35 | 0.24 | 12.58 | 3.90 | 2.30 |
162 | 49.9 | 57.3 | 9.49 | 1.19 | 2.09 | 1.00 | 0.33 | 0.24 | 12.68 | 3.86 | 2.26 |
163 | 34.4 | 66.1 | 9.47 | 1.32 | 1.68 | 1.00 | 0.35 | 0.24 | 14.81 | 5.10 | 2.73 |
164 | 165.9 | 51.6 | 9.61 | 1.34 | 2.17 | 1.00 | 0.30 | 0.24 | 15.04 | 3.94 | 2.54 |
165 | 6.7 | 67.0 | 9.54 | 0.55 | 0.39 | 1.00 | 0.34 | 0.26 | 3.47 | 1.29 | 0.93 |
166 | 12.6 | 45.0 | 9.56 | 1.05 | 2.09 | 1.00 | 0.34 | 0.19 | 16.26 | 5.57 | 2.67 |
167 | 34.9 | 33.4 | 9.52 | 1.97 | 3.01 | 1.00 | 0.26 | 0.21 | 26.77 | 6.63 | 4.07 |
168 | 103.8 | 52.2 | 9.31 | 1.24 | 2.16 | 1.00 | 0.35 | 0.21 | 19.22 | 6.51 | 2.82 |
169 | 198.6 | 59.0 | 9.10 | 1.25 | 1.76 | 1.00 | 0.37 | 0.21 | 14.99 | 5.40 | 2.52 |
170 | 39.8 | 67.7 | 9.01 | 1.18 | 1.65 | 1.00 | 0.37 | 0.24 | 10.63 | 3.77 | 1.87 |
171 | 50.3 | 64.3 | 9.10 | 1.19 | 1.75 | 1.00 | 0.36 | 0.23 | 13.92 | 4.73 | 2.25 |
172 | 27.7 | 60.1 | 8.91 | 1.09 | 1.79 | 1.00 | 0.31 | 0.24 | 10.88 | 3.32 | 1.96 |
173 | 8.9 | 43.1 | 9.30 | 0.59 | 0.30 | 1.00 | 0.39 | 0.21 | 3.90 | 1.60 | 0.85 |
174 | 68.6 | 30.8 | 9.47 | 1.84 | 2.23 | 1.00 | 0.33 | 0.24 | 13.17 | 4.06 | 2.18 |
175 | 113.6 | 61.1 | 9.36 | 1.53 | 1.39 | 1.00 | 0.39 | 0.23 | 10.42 | 3.80 | 1.55 |
176 | 192.9 | 57.1 | 9.54 | 1.26 | 1.99 | 1.00 | 0.34 | 0.23 | 14.76 | 4.71 | 2.34 |
177 | 138.1 | 38.4 | 9.56 | 1.81 | 2.50 | 1.00 | 0.31 | 0.20 | 20.98 | 5.88 | 3.08 |
178 | 82.0 | 66.4 | 9.67 | 1.12 | 1.84 | 1.00 | 0.34 | 0.26 | 10.60 | 3.51 | 2.14 |
179 | 41.9 | 56.3 | 9.72 | 1.17 | 2.04 | 1.00 | 0.33 | 0.26 | 11.70 | 3.36 | 2.34 |
180 | 66.0 | 65.1 | 9.73 | 1.18 | 1.91 | 1.00 | 0.33 | 0.27 | 10.88 | 3.33 | 2.13 |
181 | 84.2 | 62.8 | 9.39 | 1.37 | 1.04 | 1.00 | 0.36 | 0.29 | 8.08 | 2.44 | 1.83 |
182 | 2.6 | 92.3 | 9.61 | 1.65 | 0.54 | 1.00 | 0.35 | 0.29 | 8.60 | 2.98 | 2.61 |
183 | 27.0 | 63.3 | 9.47 | 1.22 | 2.68 | 1.00 | 0.33 | 0.26 | 13.13 | 3.91 | 2.17 |
184 | 69.7 | 46.3 | 9.54 | 1.31 | 2.71 | 1.00 | 0.34 | 0.19 | 15.34 | 4.68 | 1.83 |
185 | 49.9 | 62.1 | 9.60 | 1.10 | 2.25 | 1.00 | 0.33 | 0.21 | 10.64 | 3.24 | 1.55 |
186 | 83.0 | 54.4 | 9.57 | 0.92 | 1.21 | 1.00 | 0.34 | 0.24 | 7.24 | 2.47 | 1.46 |
187 | 79.1 | 55.3 | 9.65 | 1.18 | 2.08 | 1.00 | 0.33 | 0.22 | 11.92 | 3.79 | 1.80 |
188 | 40.8 | 71.7 | 9.69 | 1.06 | 0.86 | 1.00 | 0.41 | 0.26 | 5.12 | 1.97 | 1.17 |
189 | 53.1 | 65.6 | 9.80 | 1.13 | 1.69 | 1.00 | 0.32 | 0.28 | 8.20 | 2.33 | 1.90 |
190 | 125.5 | 59.0 | 9.77 | 1.09 | 1.73 | 1.00 | 0.30 | 0.27 | 9.94 | 2.95 | 2.18 |
191 | 60.6 | 66.1 | 9.78 | 1.99 | 1.86 | 1.00 | 0.32 | 0.28 | 20.69 | 6.51 | 4.87 |
192 | 40.4 | 72.3 | 9.75 | 1.03 | 0.91 | 1.00 | 0.39 | 0.29 | 7.93 | 2.73 | 1.90 |
193 | 74.2 | 82.3 | 9.76 | 1.18 | 0.63 | 1.00 | 0.41 | 0.29 | 6.30 | 2.37 | 1.54 |
194 | 51.4 | 60.1 | 9.75 | 1.23 | 1.26 | 1.00 | 0.36 | 0.28 | 14.77 | 4.75 | 3.37 |
195 | 36.2 | 28.0 | 9.81 | 1.71 | 0.54 | 1.00 | 0.22 | 0.29 | 6.90 | 1.50 | 1.89 |
196 | 114.3 | 24.1 | 9.81 | 1.74 | 0.47 | 1.00 | 0.32 | 0.31 | 4.13 | 1.31 | 1.28 |
197 | 38.2 | 52.2 | 9.85 | 1.75 | 0.48 | 1.00 | 0.30 | 0.29 | 6.87 | 1.89 | 1.85 |
198 | 47.8 | 0.7 | 9.84 | 1.37 | 0.57 | 1.00 | 0.24 | 0.28 | 5.36 | 1.29 | 1.27 |
199 | 20.3 | 53.7 | 9.86 | 1.96 | 1.97 | 1.00 | 0.32 | 0.24 | 26.93 | 7.34 | 5.56 |
200 | 25.8 | 72.9 | 9.94 | 1.26 | 1.70 | 1.00 | 0.32 | 0.27 | 14.86 | 4.61 | 3.17 |
201 | 34.4 | 63.3 | 9.98 | 1.24 | 1.94 | 1.00 | 0.32 | 0.25 | 16.57 | 4.90 | 3.19 |
202 | 64.3 | 49.2 | 10.04 | 1.11 | 1.56 | 1.00 | 0.36 | 0.25 | 13.19 | 4.29 | 2.51 |
203 | 67.7 | 52.4 | 10.11 | 1.15 | 1.61 | 1.00 | 0.31 | 0.25 | 15.04 | 4.29 | 2.78 |
204 | 37.8 | 63.2 | 10.05 | 1.16 | 1.41 | 1.00 | 0.35 | 0.26 | 11.10 | 3.79 | 2.30 |
205 | 23.2 | 44.8 | 10.08 | 1.26 | 1.73 | 1.00 | 0.33 | 0.24 | 15.98 | 5.07 | 2.83 |
206 | 41.3 | 56.5 | 9.99 | 1.13 | 1.15 | 1.00 | 0.39 | 0.26 | 11.70 | 4.53 | 2.62 |
207 | 33.9 | 68.5 | 9.98 | 1.18 | 1.91 | 1.00 | 0.31 | 0.26 | 12.30 | 3.33 | 2.42 |
208 | 37.5 | 63.1 | 9.98 | 1.33 | 1.98 | 1.00 | 0.32 | 0.27 | 15.12 | 4.14 | 3.35 |
209 | 19.6 | 47.5 | 10.28 | 1.07 | 0.38 | 1.00 | 0.35 | 0.26 | 4.09 | 1.34 | 1.04 |
210 | 30.7 | 50.1 | 9.66 | 1.10 | 2.94 | 1.00 | 0.26 | 0.23 | 14.49 | 3.38 | 2.30 |
211 | 33.6 | 46.1 | 9.55 | 1.11 | 2.46 | 1.00 | 0.31 | 0.22 | 11.72 | 3.54 | 1.96 |
212 | 109.5 | 63.5 | 9.63 | 1.09 | 1.78 | 1.00 | 0.34 | 0.25 | 11.91 | 3.71 | 2.18 |
213 | 37.4 | 59.1 | 9.89 | 2.33 | 2.53 | 1.00 | 0.35 | 0.23 | 30.68 | 9.85 | 5.24 |
214 | 125.3 | 73.1 | 10.23 | 1.24 | 0.84 | 1.00 | 0.32 | 0.24 | 8.65 | 2.38 | 1.83 |
215 | 182.1 | 74.5 | 9.54 | 1.09 | 1.04 | 1.00 | 0.38 | 0.28 | 7.04 | 2.46 | 1.60 |
216 | 26.3 | 66.1 | 9.53 | 0.96 | 0.88 | 1.00 | 0.37 | 0.28 | 5.97 | 2.01 | 1.35 |
217 | 32.4 | 66.9 | 9.81 | 1.61 | 0.57 | 1.00 | 0.25 | 0.30 | 7.01 | 1.71 | 2.09 |
218 | 527.3 | 41.2 | 9.36 | 1.46 | 1.69 | 1.00 | 0.35 | 0.22 | 15.28 | 5.04 | 2.53 |
219 | 7.7 | 49.2 | 9.41 | 1.08 | 1.66 | 1.00 | 0.35 | 0.23 | 12.66 | 4.36 | 1.73 |
220 | 40.6 | 75.3 | 9.90 | 1.07 | 0.77 | 1.00 | 0.38 | 0.28 | 6.07 | 2.19 | 1.45 |
References
- Razumov, V.V.; Larionov, G.A.; Litvin, L.F. Water and wind soil erosion. In Dangerous Natural Processes of the Southern European Part of Russia; Razumov, V.V., Pritvorov, A.P., Eds.; Feoriya: Moscow, Russia, 2008; pp. 149–155. (In Russian) [Google Scholar]
- Lisetsky, F.N.; Chernyi, S.G.; Svetlitchnyi, A.A. Recent Developments in Erosion Science; Konstanta: Belgorod, Russia, 2012. (In Russian) [Google Scholar]
- Ivanov, M.A.; Prishchepov, A.V.; Golosov, V.N.; Zalyaliev, R.R.; Efimov, K.V.; Kondrat’eva, A.A.; Kinyashova, A.D.; Ionova, Y.K. Changes of cropland area in the river basins of the European part of Russia for the period 1985–2015, as a factor of soil erosion dynamics. Sovrem. Probl. Distantsionnogo Zondirovaniya Zemli Kosm. 2017, 14, 149–157. [Google Scholar] [CrossRef]
- Golosov, V.; Yermolaev, O.; Litvin, L.; Chizhikova, N.; Kiryukhina, Z.; Safina, G. Influence of climate and land use changes on recent trends of soil erosion rates within the Russian Plain. Land Degrad. Dev. 2018, 8, 2658–2667. [Google Scholar] [CrossRef]
- Gusarov, A.V. The impact of contemporary changes in climate and land use/cover on tendencies in water flow, suspended sediment yield and erosion intensity in the northeastern part of the Don River basin, SW European Russia. Environ. Res. 2019, 175, 468–488. [Google Scholar] [CrossRef] [PubMed]
- Gusarov, A.V. Land-use/-cover changes and their effect on soil erosion and river suspended sediment load in different landscape zones of European Russia during 1970–2017. Water 2021, 13, 1631. [Google Scholar] [CrossRef]
- Litvin, L.F.; Kiryukhina, Z.P.; Krasnov, S.F.; Dobrovol’skaya, N.G. Dynamics of agricultural soil erosion in European Russia. Eurasian Soil Sci. 2017, 50, 1344–1353. [Google Scholar] [CrossRef]
- Lisetskii, F. Estimates of soil renewal rates: Applications for anti-erosion arrangement of the agricultural landscape. Geosciences 2019, 9, 266. [Google Scholar] [CrossRef]
- Baartman, J.E.M.; Nunes, J.P.; van Delden, H.; Vanhout, R.; Fleskens, L. The effects of soil improving cropping systems (SICS) on soil erosion and soil organic carbon stocks across Europe: A simulation study. Land 2022, 11, 943. [Google Scholar] [CrossRef]
- Alam, N.M.; Jana, C.; Mandal, D.; Meena, S.K.; Shrimali, S.S.; Mandal, U.; Mitra, S.; Kar, G. Applying analytic hierarchy process for identifying best management practices in erosion risk areas of northwestern Himalayas. Land 2022, 11, 832. [Google Scholar] [CrossRef]
- Hessel, R.; Wyseure, G.; Panagea, I.S.; Alaoui, A.; Reed, M.S.; van Delden, H.; Muro, M.; Mills, J.; Oenema, O.; Areal, F.; et al. Soil-improving cropping systems for sustainable and profitable farming in Europe. Land 2022, 11, 780. [Google Scholar] [CrossRef]
- Chendev, Y.G.; Petin, A.N.; Serikova, E.V.; Kramchaninov, N.N. Degradation of geosystems in the Belgorod region as a result of the economic activities. Geogr. Nat. Resour. 2008, 29, 348–353. [Google Scholar] [CrossRef] [Green Version]
- Lisetskii, F.N.; Martsinevskaya, L.V. Assessment of development of linear erosion and soil erosion as a result of aerial photo shooting. Land Manag. Monit. Cadastre 2009, 10, 39–43. (In Russian) [Google Scholar]
- Lukin, S.V.; Verjutina, O.S.; Korneyko, N.I.; Malygin, A.V. Influence of ablation on the basic agrochemical properties of the arable soils in Belgorod region. Achiev. Sci. Technol. Agro Ind. Complex 2008, 9, 7–8. (In Russian) [Google Scholar]
- Golosov, V.; Ivanova, N.; Kurbanova, G. Influence of agricultural development and climate changes on the drainage valley density of the southern half of the Russian Plain. Int. J. Sediment Res. 2017, 201732, 60–72. [Google Scholar] [CrossRef]
- Buryak, Z.; Lisetskii, F.; Gusarov, A.; Narozhnyaya, A.; Kitov, M. Basin-scale approach to integration of agro- and hydroecological monitoring for sustainable environmental management: A case study of Belgorod Oblast, European Russia. Sustainability 2022, 14, 927. [Google Scholar] [CrossRef]
- Chizhikova, N. Dynamics of intense rainfalls in the southern half of European Russia for the period 1960-2015. IOP Conf. Ser. Earth Environ. Sci. 2018, 107, 012098. [Google Scholar] [CrossRef]
- Maltsev, K.; Yermolaev, O. Assessment of soil loss by water erosion in small river basins in Russia. Catena 2020, 195, 104726. [Google Scholar] [CrossRef]
- Kumani, M.V.; Shulgina, D.V.; Kiselev, V.V. Long-term dynamics of the main elements of river flow within the Central Chernozem region. Reg. Geosyst. 2021, 45, 617–631. (In Russian) [Google Scholar] [CrossRef]
- Golosov, V.; Gusarov, A.; Yermolaev, O.; Chizhikova, N.; Safina, G.; Litvin, L.; Kiryukhina, Z. Evaluation of soil erosion rates in the southern half of the Russian Plain: Methodology and initial results. Proc. IAHS 2017, 375, 23–27. [Google Scholar] [CrossRef]
- Gusarov, A.V. The response of water flow, suspended sediment yield and erosion intensity to contemporary long-term changes in climate and land use/cover in river basins of the Middle Volga Region, European Russia. Sci. Total Environ. 2020, 719, 134770. [Google Scholar] [CrossRef]
- Wischmeier, W.H.; Smith, D.D. Predicting Rainfall Erosion Losses: A Guide to Conservation Planning; Agriculture Handbook No. 537; U.S. Department of Agriculture: Washington, DC, USA, 1978. [CrossRef]
- Larionov, G.A. Water and Wind Erosion: Main Features and Quantitative Assessment; Moscow State University: Moscow, Russia, 1993. (In Russian) [Google Scholar]
- Krasnov, S.F.; Dobrovolskaya, N.G.; Litvin, L.F. Spatial and temporal aspects of the rainfall erosivity evaluation. In Soil Erosion and Channel Processes; Chalov, R.S., Ed.; Geographical Faculty of Moscow State University: Moscow, Russia, 2001; Volume 13, pp. 8–17. (In Russian) [Google Scholar]
- Litvin, L.F. Geography of Soil Erosion on Agricultural Land in Russia; Akademkniga: Moscow, Russia, 2002. (In Russian) [Google Scholar]
- Maltsev, K.A.; Yermolaev, O.P. Potential soil loss from erosion on arable lands in the European part of Russia. Eurasian Soil Sci. 2019, 52, 1588–1597. [Google Scholar] [CrossRef]
- Kanatieva, N.P.; Krasnov, S.F.; Litvin, L.F. Recent changes of climate factors of erosion in Northern Povolzie. In Soil Erosion and Channel Processes; Chalov, R.S., Ed.; Geographical Faculty of Moscow State University: Moscow, Russia, 2010; Volume 17, pp. 14–27. (In Russian) [Google Scholar]
- Solovichenko, V.D.; Tyutyunov, S.I. Soil Cover of the Belgorod Oblast and Its Rational Use; Otchiy Kray: Belgorod, Russia, 2013. (In Russian) [Google Scholar]
- Larionov, G.A.; Dobrovolskaya, N.G.; Krasnov, S.F.; Liu, B.Y.; Nearing, M.A. Theoretical-empirical equation of topography factor for a statistical model of soil erosion by water. In Soil Erosion and Channel Processes; Chalov, R.S., Ed.; Geographical Faculty of Moscow State University: Moscow, Russia, 1998; Volume 11, pp. 25–44. (In Russian) [Google Scholar]
- Hutchinson, M.F. A new procedure for gridding elevation and stream line data with automatic removal of spurious pits. J. Hydrol. 1989, 106, 211–232. [Google Scholar] [CrossRef]
- Narozhnyaya, A.G.; Buryak, Z.A. Morphometric analysis of digital elevation models of the Belgorod region at different degrees of generalization. Reg. Geosyst. 2016, 37, 169–178. (In Russian) [Google Scholar]
- Büttner, G. CORINE land cover and land cover change products. In Land Use and Land Cover Mapping in Europe. Remote Sensing and Digital Image Processing; Manakos, I., Braun, M., Eds.; Springer: Dordrecht, Netherlands, 2014; Volume 18, pp. 55–74. [Google Scholar] [CrossRef]
- Bartalev, S.A.; Egorov, V.A.; Zharko, V.O.; Loupian, E.A.; Plotnikov, D.E.; Khvostikov, S.A. Current state and development prospects of satellite mapping methods of Russia’s vegetation cover. Sovrem. Probl. Distantsionnogo Zondirovaniya Zemli Kosm. 2015, 12, 203–221. (In Russian) [Google Scholar]
- Panagos, P.; Borrelli, P.; Meusburger, K.; Alewell, C.; Lugato, E.; Montanarella, L. Estimating the soil erosion cover-management factor at the European scale. Land Use Policy 2015, 48, 38–50. [Google Scholar] [CrossRef]
- Justice, C.O.; Townshend, J.R.G.; Vermote, E.F.; Masuoka, E.; Wolfe, R.E.; Saleous, N.; Roy, D.P.; Morisette, J.T. An overview of MODIS Land data processing and product status. Remote Sens. Environ. 2002, 83, 3–15. [Google Scholar] [CrossRef]
- Terekhin, E.A. Seasonal dynamics of the agroecosystems green vegetation fraction derived from satellite data. Sovrem. Probl. Distantsionnogo Zondirovaniya Zemli Kosm. 2019, 16, 111–123. [Google Scholar] [CrossRef]
- Van der Knijff, J.M.; Jones, R.J.A.; Montanarella, L. Soil Erosion Risk in Italy; EUR19022 EN.; Office for Official Publications of the European Communities: Luxembourg, 1999. [Google Scholar]
- Van Leeuwen, W.J.D.; Sammons, G. Vegetation dynamics and soil erosion modeling using remotely sensed data (MODIS) and GIS. In Proceedings of the Tenth Biennial USDA Forest Service Remote Sensing Applications Conference, Salt Lake City, UT, USA, 5–9 April 2004. [Google Scholar]
- Van der Knijff, J.M.; Jones, R.J.A.; Montanarella, L. Soil Erosion Risk Assessment in Europe. EUR 19044 EN.; Office for Official Publications of the European Communities: Luxembourg, 2000. [Google Scholar]
- Karaburun, A. Estimation of C factor for soil erosion modeling using NDVI in Buyukcekmece watershed. Ozean J. Appl. Sci. 2010, 3, 77–85. [Google Scholar]
- Prasannakumar, V.; Vijith, H.; Abinod, S.; Geetha, N.J.G.F. Estimation of soil erosion risk within a small mountainous sub-watershed in Kerala, India, using Revised Universal Soil Loss Equation (RUSLE) and geo-information technology. Geosci. Front. 2012, 3, 209–215. [Google Scholar] [CrossRef]
- Durigon, V.L.; Carvalho, D.F.; Antunes, M.A.H.; Oliveira, P.T.S.; Fernandes, M.M. NDVI time series for monitoring RUSLE cover management factor in a tropical watershed. Int. J. Remote Sens. 2014, 35, 441–453. [Google Scholar] [CrossRef]
- Guo, Q.; Liu, B.; Xie, Y.; Liu, Y.; Yin, S. Estimation of USLE crop and management factor values for crop rotation systems in China. J. Integr. Agric. 2015, 14, 1877–1888. [Google Scholar] [CrossRef]
- Belasri, A.; Lakhouili, A. Estimation of soil erosion risk using the universal soil loss equation (USLE) and geo-information technology in Oued El Makhazine watershed, Morocco. J. Geogr. Inf. Syst. 2016, 8, 98–107. [Google Scholar] [CrossRef]
- Ayalew, D.A.; Deumlich, D.; Šarapatka, B.; Doktor, D. Quantifying the sensitivity of NDVI-based c factor estimation and potential soil erosion prediction using spaceborne Earth observation data. Remote Sens. 2020, 12, 1136. [Google Scholar] [CrossRef]
- Ivanov, M.A.; Mukharamova, S.S.; Yermolaev, O.P.; Essuman-Quainoo, B. Mapping croplands with a long history of crop cultivation using time series of MODIS vegetation indices. Uchenye Zap. Kazan. Universiteta. Seriya Estestv. Nauk. 2020, 162, 302–313. [Google Scholar] [CrossRef]
- Mukharamova, S.; Saveliev, A.; Ivanov, M.; Gafurov, A.; Yermolaev, O. Estimating the soil erosion cover-management factor at the European part of Russia. ISPRS Int. J. Geo Inf. 2021, 10, 645. [Google Scholar] [CrossRef]
- Russian Federal State Statistics Service for Belgorod Oblast. Available online: https://belg.gks.ru/belg_db (accessed on 29 July 2022).
- Lisetskii, F.N.; Pavlyuk, Y.V.; Kirilenko, Z.A.; Pichura, V.I. Basin organization of nature management for solving hydroecological problems. Russ. Meteorol. Hydrol. 2014, 39, 550–557. [Google Scholar] [CrossRef]
- Buryak, Z.A.; Zelenskaya, E.Y.; Poletaev, A.O.; Tsybenko, V.V. System approach to soil protection and ecological arrangement of watersheds at the regional level, Belgorod Oblast. Ecol. Environ. Conserv. 2019, 25, 219–228. [Google Scholar]
- Logvinov, I.V. Evaluation of efficacy of forecrope of winter wheat, cultivated according to agrotechnologies of different intensity level under conditions of the southwest of the Central Chernozem zone. Zemledelie 2016, 6, 12–15. (In Russian) [Google Scholar]
- Zhidkin, A.P.; Chendev, Y.G. Soil erosion in Belgorod region of Russia. Reg. Geosyst. 2014, 29, 147–155. (In Russian) [Google Scholar]
- Eurostat. Available online: https://ec.europa.eu/eurostat (accessed on 29 July 2022).
- Communication from the Commission to the Council and the European Parliament—Development of Agri-Environmental Indicators for Monitoring the Integration of Environmental Concerns into the Common Agricultural Policy. COM(2006) 508 final. Brussels, 15 September 2006. Available online: https://www.eea.europa.eu/policy-documents/development-of-agri-environmental-indicators (accessed on 29 July 2022).
- Stifeev, A.I.; Nikitina, O.V. The state of arable lands of the Central Chernozem region and the main directions of reproduction of their fertility. Her. Kursk. State Agric. Acad. 2022, 2, 30–35. (In Russian) [Google Scholar]
- Lukin, S.V. Influence of agriculture biologization on soil fertility and productivity of agrocenoses (Belgorod experience). Zemledelie 2021, 1, 11–15. (In Russian) [Google Scholar] [CrossRef]
- Soldat, I.E. Reducing the negative impact of soil erosion in the Belgorod region through adaptive landscape farming system. RUDN J. Agron. Anim. Ind. 2020, 15, 182–190. (In Russian) [Google Scholar] [CrossRef]
Land-Use Category | Slope (Degrees) | Cropland Area | Perennial Grasses | ||
---|---|---|---|---|---|
×103 ha | % | ×103 ha | % | ||
Crop rotations: | |||||
Field | 0–3 | 1047.1 | 68.6 | 209.4 | 20 |
Forage | 3–5 | 336.1 | 22.0 | 168.1 | 50 |
Soil-protection | >5 | 129.1 | 8.5 | 129.1 | 100 |
Conservation | 8.7 | 0.6 | |||
Grassing of hollows | 4.0 | 0.3 | |||
Forest belts | 2.3 | 0.2 | |||
In total | 1527.3 | 100.0 | 506.6 | 33 |
Soil Losses, t/ha per year | Bare Fallow | Actual Crop Composition | ALAS Projects | |||
---|---|---|---|---|---|---|
km2 | % | km2 | % | km2 | % | |
0–1 | 3378.5 | 22.1 | 7030.1 | 46.0 | 8362.2 | 54.7 |
1–3 | 3732.9 | 24.4 | 4608.8 | 30.2 | 4631.7 | 30.3 |
3–5 | 2228.7 | 14.6 | 1460.5 | 9.6 | 1171.2 | 7.7 |
5–10 | 2518.3 | 16.5 | 1273.0 | 8.3 | 769.2 | 5.0 |
10–15 | 1112.9 | 7.3 | 427.5 | 2.8 | 189.7 | 1.2 |
>15 | 2314.1 | 15.1 | 485.6 | 3.2 | 161.4 | 1.1 |
Bare Fallow (Model 1) | Actual Crop Composition (Model 2) | ALAS Projects (Model 3) |
---|---|---|
11.3 ± 0.8 | 3.5 ± 0.3 | 2.2 ± 0.1 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 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/).
Share and Cite
Buryak, Z.A.; Narozhnyaya, A.G.; Gusarov, A.V.; Beylich, A.A. Solutions for the Spatial Organization of Cropland with Increased Erosion Risk at the Regional Level: A Case Study of Belgorod Oblast, European Russia. Land 2022, 11, 1492. https://doi.org/10.3390/land11091492
Buryak ZA, Narozhnyaya AG, Gusarov AV, Beylich AA. Solutions for the Spatial Organization of Cropland with Increased Erosion Risk at the Regional Level: A Case Study of Belgorod Oblast, European Russia. Land. 2022; 11(9):1492. https://doi.org/10.3390/land11091492
Chicago/Turabian StyleBuryak, Zhanna A., Anastasiya G. Narozhnyaya, Artyom V. Gusarov, and Achim A. Beylich. 2022. "Solutions for the Spatial Organization of Cropland with Increased Erosion Risk at the Regional Level: A Case Study of Belgorod Oblast, European Russia" Land 11, no. 9: 1492. https://doi.org/10.3390/land11091492
APA StyleBuryak, Z. A., Narozhnyaya, A. G., Gusarov, A. V., & Beylich, A. A. (2022). Solutions for the Spatial Organization of Cropland with Increased Erosion Risk at the Regional Level: A Case Study of Belgorod Oblast, European Russia. Land, 11(9), 1492. https://doi.org/10.3390/land11091492