{"id":1277,"date":"2023-01-27T23:18:41","date_gmt":"2023-01-27T20:18:41","guid":{"rendered":"https:\/\/hydro-chemistry-ecology.knu.ua\/?page_id=1277"},"modified":"2023-01-27T23:20:26","modified_gmt":"2023-01-27T20:20:26","slug":"%d1%81%d0%b6%d0%b0%d1%82%d1%82%d0%b5%d0%bd-%d0%b4-%d0%b3%d0%b5%d1%80%d0%bc%d0%b0%d0%bd-%d0%be-%d1%82%d0%b5%d0%bd%d0%b3%d0%be%d0%b2%d1%81%d1%8c%d0%ba%d0%b0-%d0%bd-%d1%84%d1%83%d0%bd%d0%ba%d1%86","status":"publish","type":"page","link":"https:\/\/hydro-chemistry-ecology.knu.ua\/en\/%d1%81%d0%b6%d0%b0%d1%82%d1%82%d0%b5%d0%bd-%d0%b4-%d0%b3%d0%b5%d1%80%d0%bc%d0%b0%d0%bd-%d0%be-%d1%82%d0%b5%d0%bd%d0%b3%d0%be%d0%b2%d1%81%d1%8c%d0%ba%d0%b0-%d0%bd-%d1%84%d1%83%d0%bd%d0%ba%d1%86\/","title":{"rendered":"SZATTEN D., HERMAN O., T\u0118GOWSKA N. FUNCTIONALITY OF SPATIAL ANALYSIS IN THE ASSESSMENT OF THE IMPACT OF LAND COVER ON THE EROSION PROCESS PREDICTION"},"content":{"rendered":"\n<p><strong>DOI: <a href=\"https:\/\/doi.org\/10.17721\/2306-5680.2022.4.2\">https:\/\/doi.org\/10.17721\/2306-5680.2022.4.2<\/a><\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/hydro-chemistry-ecology.knu.ua\/en\/issn2306-5680-%d0%b3%d1%96%d0%b4%d1%80%d0%be%d0%bb%d0%be%d0%b3%d1%96%d1%8f-%d0%b3%d1%96%d0%b4%d1%80%d0%be%d1%85%d1%96%d0%bc%d1%96%d1%8f-%d1%96-%d0%b3%d1%96%d0%b4%d1%80%d0%be%d0%b5%d0%ba%d0%be%d0%bb-11\/\" target=\"_blank\" rel=\"noreferrer noopener\">Hydrology, Hydrochemistry and Hydroecology. 2022. \u2116 4 (66)<br><\/a><strong>Publication language: <\/strong>English<br><strong>Authors:<br><\/strong>Szatten D., Kazimierz Wielki University, Poland<br>\u00a0Herman O., Kazimierz Wielki University, Poland<br>T\u0119gowska N.,\u00a0 Kazimierz Wielki University, Poland<\/p>\n\n\n\n<p><em>Erosion is a process shaping the earth&#8217;s surface, responsible for supplying sediment to the fluvial system. Identification of areas vulnerable to erosion is a critical element of sediment management in the catchment, enabling the assessment of the degree of its degradation. The research was based on the use of spatial data, Digital Terrain Model (DTM), and Corine Land Cover (CLC) on the example of two sub-catchments located on the lower Brda River. The main aim of the research was to assess the impact of land cover on the spatial prediction of the erosion process at the catchment scale. The Maximum Entropy Method was used to determine the spatial probability distribution of environmental variables related to the erosion process. Results showed the greatest predictive power of relief-related environmental features, associated with specific types of land cover. Predictive models can be successfully used to predict areas potentially exposed to erosion<\/em><\/p>\n\n\n\n<p><strong><em>Keywords<\/em><\/strong><strong>: <\/strong><em>erosion; Maximum Entropy Model; prediction; Corine Land Cover (CLC); spatial analyses; Brda River catchment<\/em><em>.<\/em><em><\/em><\/p>\n\n\n\n<p><strong>References<\/strong>:<br>1.&nbsp;&nbsp;&nbsp; Amiri, F. Estimate of erosion and sedimentation in semi-arid basin using empirical models of erosion potential within a geographic information system. Air Soil and Water Res. 2010, 3, 37.<br>2.&nbsp;&nbsp;&nbsp; Bosino, A.; Giordani, P.; Qu\u00e9n\u00e9herv\u00e9, G.; Maerker, M. Assessment of calanchi and rill\u2013interrill erosion susceptibilities using terrain analysis and geostochastics: A case study in the Oltrepo Pavese, Northern Apennines, Italy. Earth Surf. Process. Landf. 2020, 45, 3025\u20133041.<br>3.&nbsp;&nbsp;&nbsp; Bosino, A.; Szatten, D.; Omran, A.; Crema, S.; Crozi, M.; Becker, R.; Bettoni, M.; Schillaci, C.; Maerker, M. Assessment of suspended sediment dynamics in a small ungauged badland catchment in the Northern Apennines (Italy) using an in-situ laser diffraction method, Catena 2022, 209 (1), 105796.<br>4.&nbsp;&nbsp;&nbsp; Brzezi\u0144ska, M.; Szatten, D.; Babi\u0144ski, Z. Prediction of Erosion-Prone Areas in the Catchments of Big Lowland Rivers: Implementation of Maximum Entropy Modelling\u2014Using the Example of the Lower Vistula River (Poland). Remote Sensing 2021, 13(23), 4775.<br>5.&nbsp;&nbsp;&nbsp; Conrad, O.; Bechtel, B.; Bock, M.; Dietrich, H.; Fischer, E.; Gerlitz, L.; Wehberg, J.; Wichmann, V.; B\u00f6hner, J. System for Automated Geoscientific Analyses (SAGA) v. 2.1.4. Geosci. Model Dev. 2015, 8, 1991\u20132007.<br>6.&nbsp;&nbsp;&nbsp; Galon, R. Morfologia doliny i sandru Brdy. Stud. Soc. Scient. Tor. 1953, C, 1\u20136.<br>7.&nbsp;&nbsp;&nbsp; Guerra, A.J.T.; Fullen, M.A.; Jorge, M.D.C.O.; Bezerra, J.F.R.; Shokr, M.S. Slope processes, mass movement and soil erosion: A review. Pedosphere 2017, 27, 27\u201341.<br>8.&nbsp;&nbsp;&nbsp; Heymann, Y.; Steenmans, C.; Croisille, G.; Bossard, M. CORINE Land Cover. Technical Guide; Office for Official Publications of the European Communities: Luxembourg, 1994; p. 136.<br>9.&nbsp;&nbsp;&nbsp; Hosmer, D.W.; Lemeshow, S. Applied Logistic Regression, 3rd ed.; Wiley: New York, NY, USA, 2000; p. 528.<br>10.&nbsp;&nbsp; Kornejady, A.; Ownegh, M.; Bahremand, A. Landslide susceptibility assessment using maximum entropy model with two different data sampling methods. Catena 2017, 152, 144\u2013162.<br>11.&nbsp;&nbsp; Map of the Polish Hydrographic Division; Department of Hydrography and Morphology of River Channels Institute of Meteorology and Water Management. 2007. Available online: http:\/\/mapa.kzgw.gov.pl\/ (accessed on 10 December 2016).<br>12.&nbsp;&nbsp; Marchi, L.; Fontana, G.D. GIS morphometric indicators for the analysis of sediment dynamics in mountain basins. Environ. Geol. 2005, 48, 218\u2013228.<br>13.&nbsp;&nbsp; Melton, M.A., 1965. The Geomorphic and Paleoclimatic Significance of Alluvial Deposits in Southern Arizona. J. Geol. 73, 1\u201338.<br>14.&nbsp;&nbsp; Merritt, W.; Letcher, R.; Jakeman, A.J. A review of erosion and sediment transport models. Environ. Model. Softw. 2003, 18, 761\u2013799.<br>15.&nbsp;&nbsp; Moore, I.D.; Grayson, R.B.; Ladson, A.R. Digital terrain modelling: A review of hydrogical, geomorphological, and biological applications. Hydrol. Process. 1991, 5, 3\u201330.<br>16.&nbsp;&nbsp; Phillips, S.J.; Anderson, R.P.; Schapire, R.E. Maximum entropy modeling of species geographic distributions. Ecol. Model. 2006, 190, 231\u2013259.<br>17.&nbsp;&nbsp; Phillips, S.J.; Dudik, M. Modeling of species distributions with Maxent: New extensions and a comprehensive evaluation. Ecography 2008, 31, 161\u2013175.<br>18.&nbsp;&nbsp; Pournader, M.; Ahmadi, H.; Feiznia, S.; Karimi, H.; Peirovan, H.R. Spatial prediction of soil erosion susceptibility: An evaluation of the maximum entropy model. Earth Sci. Inform. 2018, 11, 389\u2013401.<br>19.&nbsp;&nbsp; Planchon, O., Darboux, F., 2002. A fast, simple and versatile algorithm to fill the depressions of digital elevation models. Catena. 46, 159\u2013176.<br>20.&nbsp;&nbsp; Renard, K.G.; Foster, G.R.; Weesies, G.A.; McCool, D.K.; Yoder, D.C. Predicting Soil Erosion by Water: A Guide to Conservation Planning with the Revised Universal Soil Loss Equation (RUSLE); U.S. Department of Agriculture: Washington, DC, USA, 1997; Volume 703, p. 407.<br>21.&nbsp;&nbsp; Saha, S.; Gayen, A.; Pourghasemi, H.R.; Tiefenbacher, J.P. Identification of soil erosion-susceptible areas using fuzzy logic and analytical hierarchy process modeling in an agricultural watershed of Burdwan district, India. Environ. Earth Sci. 2019, 78, 649.<br>22.&nbsp;&nbsp; Siriwardena, L.; Finlayson, B.L.; McMahon, T.A. The impact of land use change on catchment hydrology in large catchment: The Comet River, Central Queensland, Australia. J. Hydrol. 2006, 326, 199\u2013214.<br>23.&nbsp;&nbsp; Solon, J.; Borzyszkowski, J.; Bied\u0142asik, M.; Richling, A.; Badora, K.; Balon, J.; Brzezi\u0144ska-W\u00f3jcik, T.; Chabudzi\u0144ski, \u0141.; Dobrowolski, J.; Grzegorczyk, I.; Jod\u0142owski, M.; Kistowski, M.; Kot, R.; Kr\u0105\u017c, P.; Lechnio, J.; Macias, A.; Majchrowska, A.; Malinowska, E.; Migo\u0144, P.; Myga-Pi\u0105tek, U.; Nita, J.; Papi\u0144ska, E.; Rodzik, J.; Strzy\u017c, M.; Terpi\u0142owski, S.; Ziaja, W. Psysico-geographical mesoregions of Poland: Veryfication and adjustment of boundaries on the basis of contemporary spatial data. Geographia Polonica 2018, 91(2), 143-170.<br>24.&nbsp;&nbsp; S\u00f8rensen, R.; Zinko, U.; Seibert, J. On the calculation of the topographic wetness index: Evaluation of different methods based on field observations. Hydrol. Earth Syst. Sci. Discuss. Eur. Geosci. Union 2005, 2, 1807\u20131834.<br>25.&nbsp;&nbsp; Szatten, D. Wp\u0142yw zabudowy hydrotechnicznej na wyst\u0119powanie ekstremalnych stan\u00f3w wody na przyk\u0142adzie Brdy skanalizowanej. In\u017cynieria Ekol. 2016, 46, 55\u201360.<br>26.&nbsp;&nbsp; Szatten, D. Cascade-Dammed Rivers and Flood Phenomena &#8211; an Example of Inland Waterway in Bydgoszcz, Wasserwirtschaft 2022, 112(S1), 32-33.<br>27.&nbsp;&nbsp; Szatten, D.; Habel, M.; Pellegrini, L.; Maerker, M. Assessment of Siltation Processes of the Koronowski Reservoir in the Northern Polish Lowland Based on Bathymetry and Empirical Formulas. Water 2018, 10, 1681.<br>28.&nbsp;&nbsp; Szatten, D.; Wi\u0119c\u0142aw, M. Solar Climate Features Taking into Account the Morphometric Conditions of the Area and the Possibility of Using Them in Heliotherapy on the Example of the Cieplice and Ko\u0142obrzeg Health Resorts (Poland). Atmosphere 2021, 12, 383.<br>29.&nbsp;&nbsp; Wischmeier, W.H.; Smith, D.D. Predicting Rainfall Erosion Losses: A Guide to Conservation Planning. In Agriculture Handbook No. 537; USDA: Washington, DC, USA, 1978; p. 66. Available online: https:\/\/naldc.nal.usda.gov\/download\/CAT79706928\/PDF (accessed on 7 November 2018).<\/p>\n\n\n\n<p><a href=\"https:\/\/hydro-chemistry-ecology.knu.ua\/wp-content\/uploads\/2023\/01\/2-\u0413\u0413\u0413466.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">READ THE FULL ARTICLE<br><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"44\" class=\"wp-image-853\" style=\"width: 150px;\" src=\"https:\/\/hydro-chemistry-ecology.knu.ua\/wp-content\/uploads\/2021\/07\/downloadable-pdf-button-png-hd-image-png-all-download-pdf-png-5256_1535.png\" alt=\"\" srcset=\"https:\/\/hydro-chemistry-ecology.knu.ua\/wp-content\/uploads\/2021\/07\/downloadable-pdf-button-png-hd-image-png-all-download-pdf-png-5256_1535.png 5256w, https:\/\/hydro-chemistry-ecology.knu.ua\/wp-content\/uploads\/2021\/07\/downloadable-pdf-button-png-hd-image-png-all-download-pdf-png-5256_1535-300x88.png 300w, https:\/\/hydro-chemistry-ecology.knu.ua\/wp-content\/uploads\/2021\/07\/downloadable-pdf-button-png-hd-image-png-all-download-pdf-png-5256_1535-1024x299.png 1024w, https:\/\/hydro-chemistry-ecology.knu.ua\/wp-content\/uploads\/2021\/07\/downloadable-pdf-button-png-hd-image-png-all-download-pdf-png-5256_1535-768x224.png 768w, https:\/\/hydro-chemistry-ecology.knu.ua\/wp-content\/uploads\/2021\/07\/downloadable-pdf-button-png-hd-image-png-all-download-pdf-png-5256_1535-1536x449.png 1536w, https:\/\/hydro-chemistry-ecology.knu.ua\/wp-content\/uploads\/2021\/07\/downloadable-pdf-button-png-hd-image-png-all-download-pdf-png-5256_1535-2048x598.png 2048w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a><\/p>\n\n\n\n<p>HOW TO CITE<\/p>\n\n\n\n<p>Szatten, D., Herman, O., T\u0119gowska, N. (2022). Functionality of spatial analysis in the assessment of the impact of land cover on the erosion process prediction. <em>Hidrolohiia, hidrokhimiia i hidroekolohiia<\/em> [Hydrology, Hydrochemistry and Hydroecology], 4(66), 17-23 (in English, abstr. in Ukrainian). https:\/\/doi.org\/10.17721\/2306-5680.2022.4.2.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>DOI: https:\/\/doi.org\/10.17721\/2306-5680.2022.4.2 Hydrology, Hydrochemistry and Hydroecology. 2022. \u2116 4 (66)Publication language: EnglishAuthors:Szatten D., Kazimierz Wielki University, Poland\u00a0Herman O., Kazimierz Wielki University, PolandT\u0119gowska N.,\u00a0 Kazimierz Wielki University, Poland Erosion is a process shaping the earth&#8217;s surface, responsible for supplying sediment to [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1277","page","type-page","status-publish","hentry"],"translation":{"provider":"WPGlobus","version":"3.0.0","language":"en","enabled_languages":["uk","en"],"languages":{"uk":{"title":true,"content":true,"excerpt":false},"en":{"title":true,"content":true,"excerpt":false}}},"_links":{"self":[{"href":"https:\/\/hydro-chemistry-ecology.knu.ua\/en\/wp-json\/wp\/v2\/pages\/1277","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hydro-chemistry-ecology.knu.ua\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/hydro-chemistry-ecology.knu.ua\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/hydro-chemistry-ecology.knu.ua\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hydro-chemistry-ecology.knu.ua\/en\/wp-json\/wp\/v2\/comments?post=1277"}],"version-history":[{"count":2,"href":"https:\/\/hydro-chemistry-ecology.knu.ua\/en\/wp-json\/wp\/v2\/pages\/1277\/revisions"}],"predecessor-version":[{"id":1280,"href":"https:\/\/hydro-chemistry-ecology.knu.ua\/en\/wp-json\/wp\/v2\/pages\/1277\/revisions\/1280"}],"wp:attachment":[{"href":"https:\/\/hydro-chemistry-ecology.knu.ua\/en\/wp-json\/wp\/v2\/media?parent=1277"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}