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Nawaz MF, Bourrie G, Gul S. Factors affecting redox reactions in hydromorphic soils. A review. Pak J Agric Sci. 2014;51. Available from: https://urls.fr/gji_Ij.Search in Google Scholar
Lindsay WL. Iron oxide solubilization by organic matter and its effect on iron availability. Plant Soil. 1991;130:27-34. DOI: 10.1007/BF00011852.Search in Google Scholar
Kolasa-Wiecek A. Use of artificial neural networks in predicting direct nitrous oxide emissions from agricultural soils. Ecol Chem Eng S. 2013;20:419-28. DOI: 10.2478/eces-2013-0030.Search in Google Scholar
Różański S. Fractionation of selected heavy metals in agricultural soils. Ecol Chem Eng S. 2013;20:117-25. DOI: 10.2478/eces-2013-0009.Search in Google Scholar
Azzouzi L, El Aggadi S, Ennouhi M, Ennouari A, Fadil I, Zrineh A. Thiabendazole fungicide adsorption onto four agricultural soils collected from the Loukkos Area of Northwestern Morocco. Ecol Chem Eng S. 2022;29:217-26. DOI: 10.2478/eces-2022-0016.Search in Google Scholar
El Hamzaoui EH, El Baghdadi M, Oumenskou H, Aadraoui M, Hilali A. Spatial repartition and contamination assessment of heavy metal in agricultural soils of Beni-Moussa, Tadla plain (Morocco). Model Earth Syst Environ. 2020;6:1387-406. DOI: 10.1007/s40808-020-00756-3.Search in Google Scholar
Shokr MS, Baroudy AAE, Fullen MA, El-Beshbeshy TR, Ali RR, Elhalim A, et al. Mapping of heavy metal contamination in alluvial soils of the middle Nile delta of Egypt. J Environ Eng Landsc Manage. 2016;24:218-31. DOI: 10.3846/16486897.2016.1184152.Search in Google Scholar
Şener E, Şener Ş, Varol S. Evaluation of irrigation water quality using GIS-based analytic hierarchy process (AHP) in Kızılırmak Delta (Turkey). Arab J Geosci. 2022;15:678. DOI: 10.1007/s12517-022-10003-x.Search in Google Scholar
Massoni C, Missante G, Beaudet G, Combes M, Etienne HP, Ionesco T. The Tadla Plain. Cah Rech Agron. 1967;24:163-94. Available from: https://urls.fr/ImsuDn.Search in Google Scholar
Oumenskou H, Baghdadi ME, Barakat A, Aquit M, Ennaji W, Karroum LA, et al. Multivariate statistical analysis for spatial evaluation of physicochemical properties of agricultural soils from Beni-Amir irrigated perimeter, Tadla plain, Morocco. Geol Ecol Landsc. 2018;3:83-94. DOI: 10.1080/24749508.2018.1504272.Search in Google Scholar
Antonkiewicz J, Kuc A, Witkowicz R, Tabak M. Effect of municipal sewage sludge on soil chemical properties and chemical composition of spring wheat. Ecol Chem Eng S. 2019;26:583-95. DOI: 10.1515/eces-2019-0043.Search in Google Scholar
Pająk M, Błońska E, Szostak M, Gąsiorek M, Pietrzykowski M, Urban O, et al. Restoration of vegetation in relation to soil properties of spoil heap heavily contaminated with heavy metals. Water Air Soil Pollut. 2018;229:1-15. DOI: 10.1007/s11270-018-4040-6.Search in Google Scholar
El Hamzaoui EH, El Baghdadi M, Hilali A. GIS and AHP multi-criteria analysis method for assessing the suitability of soils adopted in agricultural activities in irrigated perimeter, Tadla plain (Morocco). J Sediment Environ. 2021;6. DOI: 10.1007/s43217-020-00048-x.Search in Google Scholar
Nadem S, El-Baghdadi M, Rais J, Barakat A. Evaluation of heavy metal contamination of sediments of the estuary of the Bouregreg (Atlantic Coast, Morocco). J Mater Environ Sci. 2015;6:3338-45. Available from: https://urls.fr/lecV9G.Search in Google Scholar
Ennaji W, Barakat A, El Baghdadi M, Oumenskou H, Aadraoui M, Karroum LA, et al. GIS-based multi-criteria land suitability analysis for sustainable agriculture in the northeast area of Tadla plain (Morocco). J Earth Syst Sci. 2018;127:1-14. DOI: 10.1007/s12040-018-0980-x.Search in Google Scholar
Oumenskou H, Baghdadi ME, Barakat A, Aquit M, Ennaji W, Karroum LA, et al. Assessment of the heavy metal contamination using GIS-based approach and pollution indices in agricultural soils from Beni Amir irrigated perimeter, Tadla plain, Morocco. Arab J Geosci. 2018;11:692. DOI: 10.1007/s12517-018-4021-5.Search in Google Scholar
Chaaou A, Chikhaoui M, Naimi M, Miad AKE, Achemrk A. Mapping of soil salinity risk using index-based approaches and multi-source data: Case of the Tadla Plain, Morocco. Eur Sci J ESJ. 2020;16:206-25. DOI: 10.19044/esj.2020.v16n33p206.Search in Google Scholar
Moutia S, Sinan M, Lekhlif B. Assessment of agricultural drought in Morocco based on a composite of the Vegetation Health Index (VHI) and Standardized Precipitation Evapotranspiration Index (SPEI). E3S Web of Conferences, vol. 314, EDP Sciences; 2021. DOI: 10.1051/e3sconf/202131404003.Search in Google Scholar
Grillot G, Jaminet R. Etude des sols du périmètre irrigable des Beni Amir-Beni Moussa 1953. Available from: www.sudoc.fr/024431362.Search in Google Scholar
Abdessamad N, Jaffal M, el Khammari K, Aïfa T, Khattach D, Himi M, et al. Contribution of gravimetry to the study of the structure of the Tadla Basin (Morocco): Hydrogeological implications. Comptes Rendus Geosci - C R GEOSCI. 2006;338:676-82. DOI: 10.1016/j.crte.2006.04.015.Search in Google Scholar
Kumar A, Dua A. Water quality index for assessment of water quality of river ravi at Madhopur (India). Glob J Environ Sci. 2010;8. DOI: 10.4314/gjes.v8i1.50824.Search in Google Scholar
Nwankwoala HO, Warmate T. Geotechnical assessment of foundation conditions of a site in Ubima, Ikwerre local government area, Rivers State, Nigeria. Int J Eng Res Dev IJERD. 2014;9:50-63. Available from: https://urls.fr/q2ea_p.Search in Google Scholar
Simeonova P, Simeonov V, Andreev G. Water quality study of the Struma river basin, Bulgaria (1989-1998). Open Chem. 2003;1:121-36. DOI: 10.2478/BF02479264.Search in Google Scholar
Alberto WD, del Pilar DM, Valeria AM, Fabiana PS, Cecilia HA, de Los Ángeles BM. Pattern recognition techniques for the evaluation of spatial and temporal variations in water quality. a case study: Suquıá River Basin (Córdoba-Argentina). Water Res. 2001;35:2881-94. DOI: 10.1016/S0043-1354(00)00592-3.Search in Google Scholar
Srivastava SK, Ramanathan AL. Geochemical assessment of groundwater quality in vicinity of Bhalswa landfill, Delhi, India, using graphical and multivariate statistical methods. Environ Geol. 2007;53:1509-28. DOI: 10.1007/s00254-007-0762-2.Search in Google Scholar
Mahlknecht J, Steinich B, Navarro de Len I. Groundwater chemistry and mass transfers in the Independence aquifer, central Mexico, by using multivariate statistics and mass-balance models. Environ Geol. 2004;45:781-95. DOI: 10.1007/s00254-003-0938-3.Search in Google Scholar
Shrestha S, Kazama F. Assessment of surface water quality using multivariate statistical techniques: A case study of the Fuji river basin, Japan. Environ Model Softw. 2007;22:464-75. DOI: 10.1016/j.envsoft.2006.02.001.Search in Google Scholar
McKenna J. An enhanced cluster analysis program with bootstrap significance testing for ecological community analysis. Environ Model Softw. 2003;18:205-20. DOI: 10.1016/S1364-8152(02)00094-4.Search in Google Scholar
Singh KP, Malik A, Mohan D, Sinha S. Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India) - a case study. Water Res. 2004;38:3980-92. DOI: 10.1016/j.watres.2004.06.011.Search in Google Scholar
Oldfield EE, Bradford MA, Augarten AJ, Cooley ET, Radatz AM, Radatz T, et al. Positive associations of soil organic matter and crop yields across a regional network of working farms. Soil Sci Soc Am J. 2022;86:384-97. DOI: 10.1002/saj2.20349.Search in Google Scholar
Likhanova IA, Deneva SV, Kholopov YV, Kuznetsova EG, Shakhtarova OV, Lapteva EM. The effect of hydromorphism on soils and soil organic matter during the primary succession processes of forest vegetation on ancient alluvial sands of the European North-East of Russia. Forests. 2022;13:230. DOI: 10.3390/f13020230.Search in Google Scholar
Jaremko D, Kalembasa D. A comparison of methods for the determination of cation exchange capacity of soils (Porównanie metod oznaczania pojemności wymiany kationów i sumy kationów wymiennych w glebach). Ecol Chem Eng S. 2014;21:487-98. DOI: 10.2478/eces-2014-0036.Search in Google Scholar
Guibert H. Kinetics of soil organic matter particle size and consequences for the cation exchange capacity of alfisols. WCSS; 2002. DOI: 10.1180/0009855043910117.Search in Google Scholar
Oorts K, Vanlauwe B, Merckx R. Cation exchange capacities of soil organic matter fractions in a ferric lixisol with different organic matter inputs. Agric Ecosyst Environ. 2003;100:161-71. DOI: 10.1016/S0167-8809(03)00190-7.Search in Google Scholar
Charpentiera D, Devineau K, Mosser-Ruck R, Cathelineau M, Villiéras F. Bentonite-iron interactions under alkaline condition: An experimental approach. Appl Clay Sci. 2006;32:1-13. DOI: 10.1016/j.clay.2006.01.006.Search in Google Scholar
Guillaume D, Neaman A, Athelineau M, Mosser-Ruck R, Peiffert C, Abdelmoula M, et al. Experimental study of the transformation of smectite at 80 and 300 °C in the presence of Fe oxides. Clay Miner. 2004;39:17-34. DOI: 10.1180/0009855043910117.Search in Google Scholar
Smith JL, Doran JW. Measurement and use of pH and electrical conductivity for soil quality analysis. Methods Assess Soil Qual. 1997;49:169-85. DOI: 10.2136/sssaspecpub49.c10.Search in Google Scholar
Blume HP, Schwertmann U. Genetic evaluation of profile distribution of aluminum, iron, and manganese oxides. Soil Sci Soc Am J. 1969;33:438-44. DOI: 10.2136/sssaj1969.03615995003300030030x.Search in Google Scholar
Büyükkılıç T, Seyrek A, Yanardağ A, Yanardağ İ, Mermut A, Cano A. Total iron and different iron forms contents affecting by soil characteristics in vertisols, SE Turkey. 2022. DOI: 10.21203/rs.3.rs-2174390/v1.Search in Google Scholar
Lamouroux M, Loyer JY, Bouleau A, Janot C. Forms of Iron in Red and Brown Fersiallitic Soils. Application of Mössbauer Spectroscopy. Cah ORSTOM S6r P6-Dol. 1977;15:199-210. Available from: www.documentation.ird.fr/hor/fdi:18581.Search in Google Scholar
Schwertmann U, Cornell RM. Iron oxides in the laboratory: preparation and characterization. 2000. Second, completely revised and extended edition. Weinheim [Germany]; DOI: 10.1002/9783527613229; .Search in Google Scholar
Lamouroux M, Ségalen P. Comparative study of ferruginous products in red and brown Mediterranean soils of Lebanon. Sci Sol. 1969;1:63-75. Available from: www.documentation.ird.fr/hor/fdi:13302.Search in Google Scholar
Djerrab A, Hedley I. Study of magnetic minerals from the prehistoric site of the Caverna delle Fate (Finale, Liguria, Savona, Italy). Quat Rev Assoc Fr Pour Létude Quat. 2010;21:165-80. DOI: 10.4000/quaternaire.5534.Search in Google Scholar
Maher BA. Characterisation of soils by mineral magnetic measurements. Phys Earth Planet Inter. 1986;42:76-92. DOI: 10.1016/S0031-9201(86)80010-3.Search in Google Scholar
Maher BA, Taylor RM. Formation of ultrafine-grained magnetite in soils. Nature. 1988;336:368-70. DOI: 10.1038/336368a0.Search in Google Scholar
Lecoanet H, Lévêque F, Ambrosi JP. Magnetic properties of salt-marsh soils contaminated by iron industry emissions (southeast France). J Appl Geophys. 2001;48:67-81. DOI: 10.1016/S0926-9851(01)00080-5.Search in Google Scholar
Mendis BRC, Najim MMM, Kithsiri HMP, Udayanga L. The spatial variation of Mugil cephalus in the Negombo Estuary in relation to physico-chemical parameters. Colombo J Multi-Discip Res. 2020;5:41. DOI: 10.4038/cjmr.v5i1-2.54.Search in Google Scholar
Hu C, Wright A, Lian G. Estimating the spatial distribution of soil properties using environmental variables at a catchment scale in the Loess Hilly Area, China. Int J Environ Res Public Health. 2019;16:491. DOI: 10.3390/ijerph16030491.Search in Google Scholar
Morton-Bermea O, Hernandez E, Martinez-Pichardo E, Soler-Arechalde AM, Santa-Cruz RL, Gonzalez-Hernandez G, et al. Mexico City topsoils: Heavy metals vs. magnetic susceptibility. Geoderma. 2009;151:121-5. DOI: 10.1016/j.geoderma.2009.03.019.Search in Google Scholar
Wang XS, Qin Y. Correlation between magnetic susceptibility and heavy metals in urban topsoil: a case study from the city of Xuzhou, China. Environ Geol. 2005;49:10-8. DOI: 10.1007/s00254-005-0015-1.Search in Google Scholar
Yang T, Liu Q, Zeng Q, Chan L. Relationship between magnetic properties and heavy metals of urban soils with different soil types and environmental settings: implications for magnetic mapping. Environ Earth Sci. 2012;66:409-20. DOI: 10.1007/s12665-011-1248-9.Search in Google Scholar