Nitrogen and Phosphorus Loads in Greek Rivers: Implications for Management in Compliance with the Water Framework Directive
Abstract
:1. Introduction
2. Materials and Methods
2.1. Description of Data
2.2. Data Treatment and Analysis
2.3. Spatial Data—Land Uses at Catchment Scale
3. Results and Discussion
3.1. Spatial Variation of Nutrient Loads
3.2. Hydrology and Land Uses as Main Factors Controlling Temporal and Spatial Variation of Nutrient Loads
3.3. Cluster and Network Analysis
4. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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River | River Basin District (RBD) | No of Records | Catchment Area (km2) | |
---|---|---|---|---|
01 | Alfeios | GR01 (Western Peloponnese) | 131 | 3610 |
02 | Neda | 16 | 278 | |
03 | Pamisos | 57 | 781 | |
04 | Glafkos | GR02 (Northern Peloponnese) | 19 | 165 |
05 | Pineios Pelop. | 22 | 913 | |
06 | Vouraikos | 12 | 233 | |
07 | Evrotas | GR03 (Eastern Peloponnese) | 15 | 2410 |
08 | Acheloos | GR04 (West. Sterea Ellada) | 79 | 5688 |
09 | Mornos | 18 | 1010 | |
10 | Arachthos | GR05 (Epirus) | 23 | 2209 |
11 | Kifissos | GR06 (Attica) | 25 | 430 |
12 | Asopos | GR07 (East. Sterea Ellada) | 12 | 1100 |
13 | Spercheios | 21 | 1662 | |
14 | Pineios | GR08 (Thessaly) | 94 | 10,845 |
15 | Aliakmonas | GR09 (Western Macedonia) | 49 | 9455 |
16 | Axios | GR10 (Central Macedonia) | 13 | 24,938 |
17 | Gallikos | 12 | 930 | |
18 | Strymonas | GR11 (Eastern Macedonia) | 18 | 16,816 |
TOTAL | 636 |
Class | Total Inorganic Phosphorus Load (kg/day) | Total Inorganic Nitrogen Load (kg/day) |
---|---|---|
High | >4.25 | >171 |
Moderate | 0.95–4.25 | 46–171 |
Low | 0.2–0.95 | 8–46 |
Very low | <0.2 | <8 |
Catchment | Ν | Sites | P-PO4 Load (kg/day) | TIN Load (kg/day) | Discharge (m3/s) |
---|---|---|---|---|---|
Aliakmonas | 49 | 17 | 47.71 | 660.63 | 1.98 |
Alfeios | 131 | 23 | 2.95 | 887.49 | 3.31 |
Axios | 13 | 5 | 39.28 | 368.17 | 2.63 |
Arachthos | 23 | 9 | 1.65 | 23.58 | 2.53 |
Asopos | 12 | 3 | 4.51 | 60.29 | 0.22 |
Acheloos | 79 | 18 | 3.16 | 45.07 | 2.49 |
Vouraikos | 12 | 4 | 4.44 | 76.70 | 1.11 |
Gallikos | 12 | 6 | 21.45 | 108.10 | 0.35 |
Glafkos | 19 | 3 | 0.54 | 89.32 | 1.34 |
Evrotas | 15 | 9 | 2.40 | 153.29 | 2.10 |
Kifissos | 25 | 5 | 6.07 | 63.27 | 0.17 |
Mornos | 18 | 4 | 0.42 | 13.21 | 1.29 |
Neda | 16 | 3 | 1.20 | 176.71 | 3.12 |
Pamisos | 57 | 9 | 4.51 | 183.59 | 3.44 |
Pinios | 94 | 36 | 18.81 | 87.10 | 1.37 |
Pinios Pel. | 22 | 5 | 25.43 | 387.24 | 4.21 |
Sperchios | 21 | 11 | 1.90 | 27.18 | 1.89 |
Strymonas | 18 | 12 | 312.56 | 851.05 | 6.37 |
Artificial LU (%) | Agricultural LU (%) | Forest and Semi-Natural LU (%) | N-NO3 (kg/day) | N-NH4 (kg/day) | P-PO4 (kg/day) | TIN (kg/day) | |
---|---|---|---|---|---|---|---|
Agricultural LU (%) | 0.382 | 1 | |||||
Forest and semi-natural LU (%) | −0.579 * | −0.909 ** | 1 | ||||
N-NO3 (kg/day) | 0.171 | 0.744 ** | −0.629 ** | 1 | |||
N-NH4 (kg/day) | −0.115 | 0.535 * | −0.400 | 0.797 ** | 1 | ||
P-PO4 (kg/day) | 0.559 * | 0.753 ** | −0.821 ** | 0.282 | 0.538 * | 1 | |
TIN (kg/day) | 0.162 | 0.741 ** | −0.624 ** | 0.997 ** | 0.803 ** | 0.685 ** | 1 |
Discharge (m3/s) | −0.459 | 0.379 | −0.182 | 0.579 * | 0.621 * | 0.218 | 0.571 * |
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Stefanidis, K.; Christopoulou, A.; Poulos, S.; Dassenakis, E.; Dimitriou, E. Nitrogen and Phosphorus Loads in Greek Rivers: Implications for Management in Compliance with the Water Framework Directive. Water 2020, 12, 1531. https://doi.org/10.3390/w12061531
Stefanidis K, Christopoulou A, Poulos S, Dassenakis E, Dimitriou E. Nitrogen and Phosphorus Loads in Greek Rivers: Implications for Management in Compliance with the Water Framework Directive. Water. 2020; 12(6):1531. https://doi.org/10.3390/w12061531
Chicago/Turabian StyleStefanidis, Konstantinos, Aikaterini Christopoulou, Serafeim Poulos, Emmanouil Dassenakis, and Elias Dimitriou. 2020. "Nitrogen and Phosphorus Loads in Greek Rivers: Implications for Management in Compliance with the Water Framework Directive" Water 12, no. 6: 1531. https://doi.org/10.3390/w12061531
APA StyleStefanidis, K., Christopoulou, A., Poulos, S., Dassenakis, E., & Dimitriou, E. (2020). Nitrogen and Phosphorus Loads in Greek Rivers: Implications for Management in Compliance with the Water Framework Directive. Water, 12(6), 1531. https://doi.org/10.3390/w12061531