Soil & Water Res., 2024, 19(2):111-121 | DOI: 10.17221/5/2024-SWR

Assessment of agricultural land salinization via soil analysis and remote sensing data: Case study in Pavlodar region, KazakhstanOriginal Paper

Dauren Rakhmanov1, Bořivoj Šarapatka1*, Kamilla Alibekova1, Jan Černohorský1, Petr Hekera1, Zhassulan Smanov2
1 Department of Ecology and Environmental Sciences, Palacký University Olomouc, Czech Republic
2 Space Technologies and Remote Sensing Center, Al-Farabi Kazakh National University, Almaty, Kazakhstan

Soil salinization is one of the most widespread soil degradation processes, especially in arid and semi-arid regions. In such climatic conditions, soluble salts accumulate in the soil, leading to deterioration in soil properties and ultimately reduced crop yield. The purpose of this study was to analyse the relationship between the level of soil salinity and the main spectral indicators obtained from Landsat satellite data. The studied area was the Maisky district, which is located in the southeastern part of the Pavlodar region of Kazakhstan. The variants of the research were agricultural lands using sprinkler irrigation and flood irrigation, as well as sites without irrigation. To analyse the relationships, we used the normalized difference vegetation index (NDVI), salinity indices (SI) and soil indices such as SI 1, SI 2, SI 3, SI 4, normalized difference salinity index (NDSI), soil adjusted vegetation index (SAVI), and brightness index (BI). The normalized difference salinity index (R-NIR)/(R + NIR), using a quadratic statistical relationship, showed the best correlation with the laboratory data. The vegetation index NDVI showed the weakest correlation due to dryness or poor crop growth. As a result of the lack of clear control over irrigation and agrotechnical measures, the indicators of cation exchange capacity in irrigated plots using the flooding method were higher than in other irrigation methods. During irrigation, it is necessary to ensure clear rules, according to which the supplied water and fertilizers will have a positive effect on the soil and the entire agroecosystem. The methods used in this research can be useful in mapping and studying saline soils using satellite data in natural and climatic conditions of arid and semi-arid regions.

Keywords: arid regions; soil properties; salinity; irrigation; landsat image; remote sensing; vegetation

Received: January 23, 2024; Revised: April 10, 2024; Accepted: April 11, 2024; Prepublished online: May 7, 2024; Published: May 23, 2024  Show citation

ACS AIP APA ASA Harvard Chicago IEEE ISO690 MLA NLM Turabian Vancouver
Rakhmanov D, Šarapatka B, Alibekova K, Černohorský J, Hekera P, Smanov Z. Assessment of agricultural land salinization via soil analysis and remote sensing data: Case study in Pavlodar region, Kazakhstan. Soil & Water Res.. 2024;19(2):111-121. doi: 10.17221/5/2024-SWR.
Download citation

References

  1. Abbas A., Kha S. (2007): Using remote sensing techniques for appraisal of irrigated soil salinity. In: Oxley L., Kulasiri D. (eds.): MODSIM 2007. Int. Cong. Modelling and Simulation, Christchurch, 2007. Society of Australia and New Zealand: 2632-2638.
  2. Adam M., Ibrahim I., Suleimen M., Zeraatpisheh M., Mishra G., Brevik E.C. (2021): Predicting soil cation exchange capacity in Entisoils with divergent textural classes: The case of Northern Sudan soils. Air, Soil and Water Research, 14: 11786221211042381. Go to original source...
  3. Almishev U.K., Bondarenko A.P. (2006): Improvement of Meadows and Complex Harvesting: A Tutorial. Pavlodar, Toraighyrov University: 4-46. (in Kazakh language)
  4. Ávila Aceves E., Peinado Guevara H.J., Cruz Enriquez A., Campos Gaxiola J.D.J., Pellegrini Cervantes M.D.J., Herrera Barrientos J., Samuel C.L. (2019): Determining salinity and ion soil using satellite image processing. Polish Journal of Environmental Studies, 28: 1549-1560. Go to original source...
  5. Baiseitova G., Sarsenbayev B., Kirshibayev K., Kamunur M. (2018): Influence of salinity (NaCl) on the photosynthetic pigments content of some sweet sorghum varieties. In: VIth All-Russia Scientific-Practical Conference Prospects of Development and Challenges of Modern Botany. BIO Web of Conferences, Vol. 11: 00003. Go to original source...
  6. Baisholanov S.S. (2017): Agroclimatic Resources of Pavlodar Region: Scientific and Applied Reference Book. Astana, Institute of Geography. (in Kazakh language)
  7. Bini C. (2009): Soil: A precious natural resource. In: Kudrow N.J. (ed.): Conservation of Natural Resources. Hauppauge, Nova Science Publishers: 1-48.
  8. Bouaziz M., Matschullat J., Gloaguen R. (2011): Improved remote sensing detection of soil salinity from a semi-arid climate in Northeast Brazil. Comptes Rendus Geoscience, 343: 795-803. Go to original source...
  9. Brown J.W., Hayward H.E., Richards A., Bernstein L., Hatcher J.T., Reeve R.C., Richards L.A. (1954): Diagnosis and Improvement of Saline and Alkali Soils. Agriculture Handbook No. 60. US Government Printing Office, USDA.
  10. Campos Carmona F.D., Anghinoni I., Holzschuh M.J., Andrighetti M.H. (2010): Cation dynamics in soils with different salinity levels growing irrigated rice. Revista Brasileira de Ciência do Solo, 34: 1851-1863. Go to original source...
  11. Committee for Land Management (2021): Summary Analytical Report on the State and Use of Land in the Republic of Kazakhstan for 2021. Astana, Ministry of Agriculture of the Republic of Kazakhstan, Committee for Land Management: 81-83. (in Russian)
  12. Dhok R.P., Patil A.S., Ghole V.S. (2011): Sodicity and salinity hazards in water flow processes in the soil. E-Journal of Chemistry, 8(S1): 474-480. Go to original source...
  13. Douaoui A., Nicolas H., Walter C. (2006): Detecting salinity hazards within a semiarid context by means of combining soil and remote-sensing data. Geoderma, 134: 217-230. Go to original source...
  14. Durasov A.M., Tazabekov T.T. (1981): Soils of Kazakhstan. Alma-Ata, Kainar: 115-118.
  15. Dzhanpeisov R., Sokolov A.A., Faizov K.S. (1960): Soils of the Pavlodar Region. Almaty, Institute of Soil Science: 91-115.
  16. Fernandez-Buces N., Siebe C., Cram J., Palacio L. (2006): Mapping soil salinity using a combined spectral response index for bare soil and vegetation: A case study in the former lake Texcoco, Mexico. Journal of Arid Environments, 65: 644-667. Go to original source...
  17. Hateffard F., Balog K., Tóth T., Mészáros J., Árvai M., Kovács Z.A., Szűcs-Vásárhelyi N., Koós S., László P., Novák T.J., Pásztor L., Szatmári G. (2022): High-resolution mapping and assessment of salt-affectedness on arable lands by the combination of ensemble learning and multivariate geostatistics. Agronomy, 12:1858. Go to original source...
  18. IAARD (2008): A Practical Guide to Restoring Agriculture after a Tsunami. Orange, Indonesian Agency for Agricultural Research and Development, Indonesia and NSW Department of Primary Industries: 27-40.
  19. IUSS Working Group WRB (2022): World Reference Base for Soil Resources. International Soil Classification System for Naming Soils and Creating Legends for Soil Maps. 4th Ed. Vienna, IUSS.
  20. Karatayev M., Clarke M., Salnikov V., Bekseitova R., Nizamova M. (2022): Monitoring climate change, drought conditions and wheat production in Eurasia: The case study of Kazakhstan. Heliyon, 8: e08660. Go to original source... Go to PubMed...
  21. Kertesz M., Tóth T. (1994): Soil survey based on sampling scheme adjusted to local heterogeneity. Agrokémia és Talajtan, 43: 113-132.
  22. Khan N.M., Rastoskuev V.V., Shalina E.V., Sato Y. (2001): Mapping salt-affected soils using remote sensing indicators - A simple approach with the use of GIS IDRISI. In: Proc. 22nd Asian Conf. on Remote Sensing, Singapore, Nov 5-9, 2001: 5-9.
  23. Khan N.M., Rastoskuev V.V., Sato Y., Shiozawa S. (2005): Assessment of hydrosaline land degradation by using a simple approach of remote sensing indicators. Agricultural Water Management, 77: 96-109. Go to original source...
  24. Kotuby-Amacher J., Koenig R., Kitchen B. (2000). Salinity and Plant Tolerance. Logan, Utah State University.
  25. Kovda V.A. (2008): The Problems of Desertification and Soil Salinization in the World Arid Areas. Moscow, Nauka. (in Russian)
  26. Laiskhanov S.U., Otarov A., Savin I.Y., Tanirbergenov S.I., Mamutov Z.U., Duisekov S.N., Zhogolev A. (2016): Dynamics of Soil Salinity in Irrigation Areas in South Kazakhstan. Polish Journal of Environmental Studies, 25: 2469-2475. Go to original source...
  27. Lal R. (2015): Restoring soil quality to mitigate soil degradation. Sustainability, 7: 5875-5895. Go to original source...
  28. Lambooy A.M. (1984): Relationship between cation exchange capacity, clay content and water retention of Highveld soils. South African Journal of Plant and Soil, 1: 33-38. Go to original source...
  29. Liu W., Ma L., Smanov Z., Samarkhanov K., Abuduwaili J. (2022): Clarifying soil texture and salinity using local spatial statistics (Getis-Ord Gi and Moran's) in Kazakh-Uzbekistan border area, Central Asia. Agronomy, 12: 332. Go to original source...
  30. Lopatovskaya O.G., Sugachenko A.A. (2010): Soil Melioration. Saline Soils. Irkutsk, Irkutsk State University: 5-48. (in Russian)
  31. Mengel D.B. (2012): Fundamentals of Soil Cation Exchange Capacity (CEC). Agronomy Guide AY-238. West Lafayette, Purdue University Cooperative Extension Service.
  32. Molchanova T.Y. (2019): Determination of the salt composition of water extract and the reclamation condition of the soil cover of old-irrigated lands of the Kulunda steppe. Altai State Agrarian University Bulletin, 2: 56-60. (in Russian)
  33. Munns R. (2005): Genes and salt tolerance: Bringing them together. New Phytologist, 167: 645-663. Go to original source... Go to PubMed...
  34. Munns R., Tester M. (2008): Mechanisms of salinity tolerance. Annual Review of Plant Biology, 59: 651-681. Go to original source... Go to PubMed...
  35. Nešić L., Vasin J., Belic M., Ćirić V., Gligorijevic J., Milunovic K., Sekulic P. (2015): The colloid fraction and cation-exchange capacity in the soils of Vojvodina, Serbia. Ratarstvo i povrtarstvo. 52: 18-23. Go to original source...
  36. Nguyen K.A., Liou Y.A., Tran H.P., Hoang P.P., Nguyen T.H. (2020): Soil salinity assessment by using near-infrared channel and Vegetation Soil Salinity Index derived from Landsat 8 OLI data: A case study in the Tra Vinh Province, Mekong Delta, Vietnam. Progress in Earth and Planetary Science, 7: 2-16. Go to original source...
  37. Orlova M.A., Saparov A.S. (2009): Global Self-Regulating Cycle of Salts in Nature. Almaty, Poligrafiya-Servis. (in Russian)
  38. Otarov A., Laiskhanov S.U., Dyusekov S.N., Poshanov M.N., Smanov Z.M. (2018): Investigations solution of soils agrolandscapes of Otrar region with application of date of remote sensing of Earth (ERS). Pochvovedeniye i agrokhimiya 1: 55-64.
  39. Rahnama A., James R.A., Poustini K., Munns R. (2010): Stomatal conductance as a screen for osmotic stress tolerance in durum wheat growing in saline soil. Functional Plant Biology, 37: 255-263. Go to original source...
  40. Šarapatka B., Bednář M. (2015): Assessment of potential soil degradation on agricultural land in the Czech Republic. Journal of Environmental Quality, 44: 154-161. Go to original source... Go to PubMed...
  41. Seilsepour M., Rashidi M., Khabbaz B.G. (2009): Prediction of soil exchangeable sodium percentage based on soil sodium adsorption ratio. American-Eurasian Journal of Agricultural and Environmental Science, 5: 1-4.
  42. Shafie N.A., Aris A.Z. Puad N.H. (2012): Influential factors on the levels of cation exchange capacity in sediment at Langat river. Arabian Journal of Geosciences, 6: 3049-3058. Go to original source...
  43. Shokparova D.K., Issanova G.T. (2013): Degradation of sierozem soils in the Ile Alatau foothils. World Applied Sciences Journal, 26: 979-986.
  44. Singh Y., Jain M.K. (2021): Pearson's Correlation and Trend Analysis for Physico-Chemical Parameters of Mansagar Lake, Jaipur. Preprints.org, doi: 10.20944/preprints202109.0237.v1. Go to original source...
  45. Smanov Z.M., Laiskhanov S.U., Poshanov M.N., Abikbayev Y.R., Duisekov S.N., Tulegenov Y.A. (2023): Mapping of cornfield soil salinity in arid and semi-arid regions. Journal of Ecological Engineering, 24: 146-158. Go to original source...
  46. Solangi G.S., Siyal A.A., Babar M.M., Siyal P. (2019): Spatial analysis of soil salinity in the Idus River Delta, Pakistan. Engineering, Technology & Applied Science Research, 9: 4271-4275. Go to original source...
  47. Sonon L.S., Kissel D.E., Saha U.K. (2017): Cation Exchange Capacity and Base Saturation. UGA Cooperative Extension Circular 1040. Athens, University of Georgia.
  48. Suleymanov A., Gabbasova I., Abakumov E., Kostecki J. (2021): Soil salinity assessment from satellite data in the Trans-Ural steppe zone (Southern Ural, Russia). Soil Science Annual, 72: 132233. Go to original source...
  49. Tabyldinov A.K., Galymzhan S.B. (2019): Characteristics of the soil cover and land resources of the Akkulinsky district of the Pavlodar region. In: Proc. 5th Conf. Global Science and Innovations, Gdansk, Feb 10, 2019: 192-201.
  50. Tang S., She D., Wang H. (2020): Effect of salinity on soil structure and soil hydraulic characteristics. Canadian Journal of Soil Science, 101: 62-73. Go to original source...
  51. Tóth T., Csillag F., Biehl L., Michéli L. (1991): Characterization of semivegetated salt-affected soils by means of field remote sensing, Remote Sensing of Environment, 37: 167-180. Go to original source...
  52. Zaman M., Shahid S.A., Heng L. (2018): Guideline for Salinity Assessment, Mitigation and Adaptation Using Nuclear and Related Techniques. Cham, Springer: 76-77. Go to original source...

This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International (CC BY NC 4.0), which permits non-comercial use, distribution, and reproduction in any medium, provided the original publication is properly cited. No use, distribution or reproduction is permitted which does not comply with these terms.