Fractal Features of Soil Particles as an Indicator of Land Degradation under Different Types of Land Use at the Watershed Scale in Southern Iran
Abstract
:1. Introduction
2. Material and Methods
2.1. Study Area
2.2. Soil Sampling and Analysis
2.3. Fractal Dimension
3. Results and Discussion
3.1. Description of Soil Properties
3.2. Fractal Dimension and Soil Properties
3.3. Fractal Dimension and Land Use
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Mohammadi, M.; Shabanpour, M.; Mohammadi, M.H.; Davatgar, N. Characterizing Spatial Variability of Soil Textural Fractions and Fractal Parameters Derived from Particle Size Distributions. Pedosphere 2019, 29, 224–234. [Google Scholar] [CrossRef]
- Peng, G.; Xiang, N.; Lv, S.; Zhang, G. Fractal characterization of soil particle-size distribution under different land-use patterns in the Yellow River Delta Wetland in China. J. Soils Sediments 2014, 14, 1116–1122. [Google Scholar] [CrossRef]
- Deng, Y.; Cai, C.; Xia, D.; Ding, S.; Chen, J. Fractal features of soil particle size distribution under different land-use patterns in the alluvial fans of collapsing gullies in the hilly granitic region of southern China. PLoS ONE 2017, 12, e0173555. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Xu, G.; Li, Z.; Li, P. Fractal features of soil particle-size distribution and total soil nitrogen distribution in a typical watershed in the source area of the middle Dan River, China. Catena 2013, 101, 17–23. [Google Scholar] [CrossRef]
- Zhao, W.; Cui, Z.; Ma, H. Fractal features of soil particle-size distributions and their relationships with soil properties in gravel-mulched fields. Arab. J. Geosci. 2017, 10, 1–7. [Google Scholar] [CrossRef]
- Wang, X.; Li, M.-H.; Liu, S.; Liu, G. Fractal characteristics of soils under different land-use patterns in the arid and semiarid regions of the Tibetan Plateau, China. Geoderma 2006, 134, 56–61. [Google Scholar] [CrossRef]
- Tyler, S.W.; Wheatcraft, S.W. Fractal Scaling of Soil Particle-Size Distributions: Analysis and Limitations. Soil Sci. Soc. Am. J. 1992, 56, 362–369. [Google Scholar] [CrossRef]
- Huang, G.; Zhang, R. Evaluation of soil water retention curve with the pore–solid fractal model. Geoderma 2005, 127, 52–61. [Google Scholar] [CrossRef]
- Ghanbarian-Alavijeh, B.; Millán, H. The relationship between surface fractal dimension and soil water content at permanent wilting point. Geoderma 2009, 151, 224–232. [Google Scholar] [CrossRef]
- Mahdi, C.M.; Ghaleno, M.R.D. Evaluating fractal dimension of the soil particle size distributions and soil water retention curve obtained from soil texture components. Arch. Agron. Soil Sci. 2020, 66, 1668–1678. [Google Scholar] [CrossRef]
- Omidvar, E. Fractal analysis of the infiltration curve and soil particle size in a semi-humid watershed. Eur. J. Soil Sci. 2021, 72, 1373–1394. [Google Scholar] [CrossRef]
- Martínez-Mena, M.; Deeks, L.; Williams, A. An evaluation of a fragmentation fractal dimension technique to determine soil erodibility. Geoderma 1999, 90, 87–98. [Google Scholar] [CrossRef]
- Fu, H.; Pei, S.; Wan, C.; Sosebee, R.E. Fractal Dimension of Soil Particle Size Distribution Along an Altitudinal Gradient in the Alxa Rangeland, Western Inner Mongolia. Arid Land Res. Manag. 2009, 23, 137–151. [Google Scholar] [CrossRef]
- Su, Y.Z.; Zhao, H.L.; Zhao, W.Z.; Zhang, T.H. Fractal features of soil particle size distribution and the implication for indicating desertification. Geoderma 2004, 122, 43–49. [Google Scholar] [CrossRef]
- Bai, Y.; Qin, Y.; Lu, X.; Zhang, J.; Chen, G.; Li, X. Fractal dimension of particle-size distribution and their relationships with alkalinity properties of soils in the western Songnen Plain, China. Sci. Rep. 2020, 10, 20603. [Google Scholar] [CrossRef]
- Hu, H.; Tian, F.; Hu, H. Soil particle size distribution and its relationship with soil water and salt under mulched drip irrigation in Xinjiang of China. Sci. China Technol. Sci. 2011, 54, 1568–1574. [Google Scholar] [CrossRef]
- Li, Z.; Wang, Z. Experimental study on the relation between the fractal characteristics and solute transport parameters of sandy soil. J. Soils Sediments 2020, 20, 3181–3191. [Google Scholar] [CrossRef]
- Gao, G.-L.; Ding, G.-D.; Wu, B.; Zhang, Y.-Q.; Qin, S.-G.; Zhao, Y.-Y.; Bao, Y.-F.; Liu, Y.-D.; Wan, L.; Deng, J.-F. Fractal scaling of particle size distribution and relationships with topsoil properties affected by biological soil crusts. PLoS ONE 2014, 9, e88559. [Google Scholar] [CrossRef]
- Keller, T.; Håkansson, I. Estimation of reference bulk density from soil particle size distribution and soil organic matter content. Geoderma 2010, 154, 398–406. [Google Scholar] [CrossRef]
- Li, K.; Yang, H.; Han, X.; Xue, L.; Lv, Y.; Li, J.; Fu, Z.; Li, C.; Shen, W.; Guo, H.; et al. Fractal features of soil particle size distributions and their potential as an indicator of Robinia pseudoacacia invasion. Sci. Rep. 2018, 8, 7075. Available online: https://www.nature.com/articles/s41598-018-25543-0 (accessed on 15 May 2021). [CrossRef]
- Yu, J.; Lv, X.; Bin, M.; Wu, H.; Du, S.; Zhou, M.; Yang, Y.; Han, G. Fractal features of soil particle size distribution in newly formed wetlands in the Yellow River Delta. Sci. Rep. 2015, 5, 10540. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Zhang, H.; Xie, J.; Han, J.; Nan, H.; Guo, Z. Response of Fractal Analysis to Soil Quality Succession in Long-Term Compound Soil Improvement of Mu Us Sandy Land, China. Math. Probl. Eng. 2020, 2020, 1–7. [Google Scholar] [CrossRef]
- Doublet, J.; Francou, C.; Pétraud, J.P.; Dignac, M.F.; Poitrenaud, M.; Houot, S. Distribution of C and N mineralization of a sludge compost within particle-size fractions. Bioresour. Technol. 2010, 101, 1254–1262. [Google Scholar] [CrossRef] [PubMed]
- Qi, F.; Zhang, R.; Liu, X.; Niu, Y.; Zhang, H.; Li, H.; Li, J.; Wang, B.; Zhang, G. Soil particle size distribution characteristics of different land-use types in the Funiu mountainous region. Soil Tillage Res. 2018, 184, 45–51. [Google Scholar] [CrossRef]
- Nelson, D.W.; Sommers, L.E. Total Carbon, Organic Carbon, and Organic Matter. In Methods of Soil Analysis; John Wiley & Sons, Ltd.: Hoboken, NJ, USA, 2018; pp. 961–1010. [Google Scholar]
- Gee, G.W.; Bauder, J.W.; Klute, A. Methods of Soil Analysis, Part 1, Physical and Mineralogical Methods; Soil Science Society of America, American Society of Agronomy: Madison, WI, USA, 1986. [Google Scholar]
- Xu, G.; Li, Z.; Li, P.; Zhang, T.; Cheng, S. Spatial variability of soil available phosphorus in a typical watershed in the source area of the middle Dan River, China. Env. Earth Sci. 2014, 71, 3953–3962. [Google Scholar] [CrossRef]
- Ostovari, Y.; Ghorbani-Dashtaki, S.; Kumar, L.; Shabani, F. Soil erodibility and its prediction in semi-arid regions. Arch. Agron. Soil Sci. 2019, 65, 1688–1703. [Google Scholar] [CrossRef]
- Ostovari, Y.; Moosavi, A.A.; Pourghasemi, H.R. Soil loss tolerance in calcareous soils of a semiarid region: Evaluation, prediction, and influential parameters. Land Degrad. Dev. 2020, 31, 2156–2167. [Google Scholar] [CrossRef]
- Ostovari, Y.; Ghorbani-Dashtaki, S.; Bahrami, H.-A.; Naderi, M.; Dematte, J.A.M.; Kerry, R. Modification of the USLE K factor for soil erodibility assessment on calcareous soils in Iran. Geomorphology 2016, 273, 385–395. [Google Scholar] [CrossRef]
- Li, J.; Sang, C.; Yang, J.; Qu, L.; Xia, Z.; Sun, H.; Jiang, P.; Wang, X.; He, H.; Wang, C. Stoichiometric imbalance and microbial community regulate microbial elements use efficiencies under nitrogen addition. Soil Biol. Biochem. 2021, 156, 108207. [Google Scholar] [CrossRef]
- Ostovari, Y.; Ghorbani-Dashtaki, S.; Bahrami, H.A.; Abbasi, M.; Dematte, J.A.M.; Arthur, E.; Panagos, P. Towards prediction of soil erodibility, SOM and CaCO3 using laboratory Vis-NIR spectra: A case study in a semi-arid region of Iran. Geoderma 2018, 314, 102–112. [Google Scholar] [CrossRef]
- Song, Z.; Zhang, C.; Liu, G.; Qu, D.; Xue, S. Fractal Feature of Particle-Size Distribution in the Rhizospheres and Bulk Soils during Natural Recovery on the Loess Plateau, China. PLoS ONE 2015, 10, e0138057. [Google Scholar] [CrossRef] [PubMed]
- Paz-Ferreiro, J.; Vázquez, E.V.; Miranda, J. Assessing soil particle-size distribution on experimental plots with similar texture under different management systems using multifractal parameters. Geoderma 2010, 160, 47–56. [Google Scholar] [CrossRef]
- Zhao, S.; Su, J.; Yang, Y.; Liu, N.; Wu, J.; Shangguan, Z. A Fractal Method of Estimating Soil Structure Changes Under Different Vegetations on Ziwuling Mountains of the Loess Plateau, China. Agric. Sci. China 2006, 5, 530–538. [Google Scholar] [CrossRef]
- Chen, W.; Chang, H.; Liu, R. Fractal features of soil particle size distributions and their implications for indicating enclosure management in a semiarid grassland ecosystem. Pol. J. Ecol. 2020, 68, 132–144. [Google Scholar] [CrossRef]
- Liu, Y.; Gong, Y.; Wang, X.; Hu, Y. Volume fractal dimension of soil particles and relationships with soil physical-chemical properties and plant species diversity in an alpine grassland under different disturbance degrees. J. Arid Land 2013, 5, 480–487. [Google Scholar] [CrossRef]
Land Use | Property | Unit | Mean | Minimum | Maximum | Std. Dev. | Coef. Var. |
---|---|---|---|---|---|---|---|
Agriculture | pH | 7.35 | 8.48 | 7.79 | 0.29 | 3.71 | |
SOM | % | 0.28 | 3.96 | 1.63 | 1.00 | 61.47 | |
CEC | Meq/100 g | 15.30 | 43.69 | 30.48 | 7.69 | 25.22 | |
CaCO3 | % | 3.51 | 62.27 | 29.56 | 13.96 | 47.22 | |
Sand | % | 2.50 | 67.32 | 23.12 | 16.77 | 72.55 | |
Clay | % | 8.06 | 50.38 | 23.01 | 10.80 | 46.95 | |
Silt | % | 21.40 | 73.41 | 53.88 | 12.92 | 23.98 | |
D | 2.85 | 2.96 | 2.91 | 0.02 | 0.84 | ||
Pasture | pH | 7.20 | 8.11 | 7.73 | 0.24 | 3.15 | |
SOM | % | 0.23 | 4.38 | 1.58 | 1.03 | 65.28 | |
CEC | Meq/100 g | 16.24 | 43.30 | 23.81 | 4.93 | 20.72 | |
CaCO3 | % | 1.03 | 58.59 | 22.75 | 13.91 | 61.14 | |
Sand | % | 1.66 | 52.18 | 14.71 | 12.30 | 83.60 | |
Clay | % | 11.08 | 61.46 | 27.81 | 10.39 | 37.35 | |
Silt | % | 36.74 | 77.29 | 57.48 | 9.25 | 16.08 | |
D | 2.86 | 2.97 | 2.91 | 0.02 | 0.82 | ||
Forest | pH | 7.08 | 7.88 | 7.48 | 0.19 | 2.52 | |
SOM | % | 1.02 | 3.73 | 2.00 | 0.62 | 31.13 | |
CEC | Meq/100 g | 22.22 | 52.00 | 34.17 | 8.58 | 25.12 | |
CaCO3 | % | 2.07 | 67.43 | 18.34 | 15.00 | 81.79 | |
Sand | % | 2.98 | 20.52 | 10.42 | 4.65 | 44.62 | |
Clay | % | 19.14 | 46.35 | 34.81 | 6.80 | 19.53 | |
Silt | % | 38.95 | 71.32 | 54.77 | 7.27 | 13.27 | |
D | 2.88 | 2.95 | 2.93 | 0.01 | 0.44 |
pH | SOM | CEC | CaCO3 | Sand | Clay | Silt | |
---|---|---|---|---|---|---|---|
SOM | −0.11 | 1.00 | |||||
CEC | −0.26 * | 0.55 * | 1.00 | ||||
CaCO3 | 0.76 * | 0.16 | −0.25 * | 1.00 | |||
Sand | 0.22 * | −0.32 * | −0.27 * | 0.22 * | 1.00 | ||
Clay | −0.17 | 0.40 * | 0.52 * | 0.22 * | −0.66 * | 1.00 | |
Silt | −0.11 | −0.00 | −0.18 | −0.06 | −0.62 * | −0.18 | 1.00 |
D | −0.16 | 0.43 * | 0.51 * | −0.20 * | −0.54 * | 0.93 * | −0.26 * |
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Tahmoures, M.; Honarbakhsh, A.; Afzali, S.F.; Abotaleb, M.; Ingram, B.; Ostovari, Y. Fractal Features of Soil Particles as an Indicator of Land Degradation under Different Types of Land Use at the Watershed Scale in Southern Iran. Land 2022, 11, 2093. https://doi.org/10.3390/land11112093
Tahmoures M, Honarbakhsh A, Afzali SF, Abotaleb M, Ingram B, Ostovari Y. Fractal Features of Soil Particles as an Indicator of Land Degradation under Different Types of Land Use at the Watershed Scale in Southern Iran. Land. 2022; 11(11):2093. https://doi.org/10.3390/land11112093
Chicago/Turabian StyleTahmoures, Mohammad, Afshin Honarbakhsh, Sayed Fakhreddin Afzali, Mostafa Abotaleb, Ben Ingram, and Yaser Ostovari. 2022. "Fractal Features of Soil Particles as an Indicator of Land Degradation under Different Types of Land Use at the Watershed Scale in Southern Iran" Land 11, no. 11: 2093. https://doi.org/10.3390/land11112093