Assessment of soil quality indices for salt-affected agricultural land in Kurdistan Province, Iran

Abstract Soil quality indices (SQIs) were an important tool for evaluating agro-ecosystems. Salinization and alkalization are major environmental problems that have threatened agricultural productivity since ancient times. The aim of this study is to assess soil quality in salt-affected agricultural land in Kurdistan Province, Iran, using three indices; the Additive Soil Quality Index (SQIa), the Weighted Additive Soil Quality Index (SQIw), and the Nemoro Soil Quality Index (SQIn). Each of the soil quality indices were calculated using a Total Data Set (TDS) and a Minimum Data Set (MDS) approach. The TDS consisted of nine soil quality parameters measured on 150 samples (0–30 cm depth): pH, Electrical Conductivity (EC), Organic Carbon (OC), Cation Exchange Capacity (CEC), Carbonate Calcium Equivalent (CCE), Exchangeable Sodium Percentage (ESP), Sodium Adsorption Ratio (SAR), Mean Weight Diameter (MWD), and Bulk Density (BD). Principal components analysis (PCA) was used to determine which indicators were to be included in the MDS. Indicator Kriging (IK) highlighted areas with a high risk of exceeding critical threshold values of EC, ESP, and SAR and having low soil quality. In non-salt-affected areas soil quality and the risk of exceeding critical threshold values and having low soil quality were lower and higher, respectively, compared to salt-affected regions. The MDS method showed a decrease in the area and proportion of grades with high and very high quality (I and II) and an increase in grades with low and very low quality (IV and V) compared to the TDS. The results of linear correlation, match, and kappa statistic analysis showed that soil quality was better estimated using the SQIw compared to the SQIa and the SQIn. In addition there were higher values of agreement (match and kappa statistic) for the TSD than MSD. However, using the SQIw index and MDS method can adequately represent the TDS (R2 = 0.82) and thus reduce the time and cost involved in evaluating soil quality.

[1]  E. O. Mclean Soil pH and Lime Requirement , 1982 .

[2]  B. Minasny,et al.  Comparing data mining classifiers to predict spatial distribution of USDA-family soil groups in Baneh region, Iran , 2015 .

[3]  D. Karlen,et al.  A Soil Quality Framework for Evaluating the Impact of CRP , 1998 .

[4]  A. Calvo-Cases,et al.  Influence of soil properties on the aggregation of some Mediterranean soils and the use of aggregate size and stability as land degradation indicators , 2001 .

[5]  I. Herrmann,et al.  Grazing intensity effects on soil quality: A spatial analysis of a Mediterranean grassland , 2016 .

[6]  T. Anderson Microbial eco-physiological indicators to asses soil quality , 2003 .

[7]  D. W. Nelson,et al.  Total Carbon, Organic Carbon, and Organic Matter 1 , 1982 .

[8]  Clayton V. Deutsch,et al.  GSLIB: Geostatistical Software Library and User's Guide , 1993 .

[9]  John P. Reganold,et al.  Systematic method for rating soil quality of conventional, organic, and integrated apple orchards in Washington State , 2000 .

[10]  Timothy C. Coburn,et al.  Geostatistics for Natural Resources Evaluation , 2000, Technometrics.

[11]  R. Lal,et al.  Soil quality index of a crosby silt loam in central Ohio , 2015 .

[12]  R. Kerry,et al.  Digital mapping of soil organic carbon at multiple depths using different data mining techniques in Baneh region, Iran , 2016 .

[13]  Guangliang Zhang,et al.  Soil quality assessment of coastal wetlands in the Yellow River Delta of China based on the minimum data set , 2016 .

[14]  N. Holden,et al.  Indices for quantitative evaluation of soil quality under grassland management , 2014 .

[15]  A. Klute,et al.  Methods of soil analysis , 2015, American Potato Journal.

[16]  H. Tiessen,et al.  The role of soil organic matter in sustaining soil fertility , 1994, Nature.

[17]  K. Sharma,et al.  Long-term soil management effects on crop yields and soil quality in a dryland Alfisol , 2005 .

[18]  A. Wayne Wymore,et al.  Model-based systems engineering : an introduction to the mathematical theory of discrete systems and to the tricotyledon theory of system design , 1993 .

[19]  Zi-Tong Gong,et al.  Assessment and analysis of soil quality changes after eleven years of reclamation in subtropical China. , 1998 .

[20]  J. L. Darilek,et al.  Evaluating soil quality indices in an agricultural region of Jiangsu Province, China. , 2009 .

[21]  Pietro Rubino,et al.  Developing a soil quality index to compare soil fitness for agricultural use under different managements in the Mediterranean environment , 2013 .

[22]  T. Keller,et al.  Degree of soil compactness is highly correlated with the soil physical quality index S , 2016 .

[23]  Paulo Milton Barbosa Landim,et al.  Estimation of croplands using indicator kriging and fuzzy classification , 2015, Comput. Electron. Agric..

[24]  H. Bahrami,et al.  Assessment of soil quality indices in agricultural lands of Qazvin Province, Iran , 2014 .

[25]  T. Mitran,et al.  Establishment of critical limits of indicators and indices of soil quality in rice-rice cropping systems under different soil orders , 2017 .

[26]  Budiman Minasny,et al.  Digital mapping of soil salinity in Ardakan region, central Iran , 2014 .

[27]  Douglas L. Karlen,et al.  Distribution and Variability of Surface Soil Properties at a Regional Scale , 2000 .

[28]  J. Deckers,et al.  A minimum data set for soil quality assessment of wheat and maize cropping in the highlands of Mexico , 2006 .

[29]  G. Bollero,et al.  Soil Quality Assessment of Tillage Impacts in Illinois , 1999 .

[30]  Haibo Zhang,et al.  Statistical and geoestatistical characterization of heavy metal concentrations in a contaminated area taking into account soil map units , 2008 .

[31]  S. Singh,et al.  Soil quality index (SQI) as a tool to evaluate crop productivity in semi-arid Deccan plateau, India , 2016 .

[32]  J. Chilès,et al.  Geostatistics: Modeling Spatial Uncertainty , 1999 .

[33]  Tashpolat Tiyip,et al.  A soil quality assessment under different land use types in Keriya river basin, Southern Xinjiang, China , 2015 .

[34]  R. Yao,et al.  Soil‐quality‐index model for assessing the impact of groundwater on soil in an intensively farmed coastal area of E China , 2014 .

[35]  R. B. Grossman,et al.  2.1 Bulk Density and Linear Extensibility , 2018, SSSA Book Series.

[36]  S. S. Andrews,et al.  A comparison of soil quality indexing methods for vegetable production systems in Northern California , 2002 .

[37]  Rainer Horn,et al.  Handbook of soil science. , 1996 .

[38]  Budiman Minasny,et al.  A conditioned Latin hypercube method for sampling in the presence of ancillary information , 2006, Comput. Geosci..

[39]  J. M. Gil-Vázquez,et al.  Establishing an index and identification of limiting parameters for characterizing soil quality in Mediterranean ecosystems , 2015 .

[40]  C. Schollenberger,et al.  DETERMINATION OF EXCHANGE CAPACITY AND EXCHANGEABLE BASES IN SOIL—AMMONIUM ACETATE METHOD , 1945 .

[41]  Jinjin Cheng,et al.  Soil quality evaluation for navel orange production systems in central subtropical China , 2016 .

[42]  Budiman Minasny,et al.  On digital soil mapping , 2003 .

[43]  William R. Horwath,et al.  On‐Farm Assessment of Soil Quality in California's Central Valley , 2002 .

[44]  M. Shukla,et al.  Determining soil quality indicators by factor analysis , 2006 .

[45]  L. A. Richards Diagnosis and Improvement of Saline and Alkali Soils , 1954 .

[46]  Jeffrey P. Mitchell,et al.  Growers' perceptions and acceptance of soil quality indices , 2003 .

[47]  Richard A. Johnson,et al.  Applied Multivariate Statistical Analysis , 1983 .

[48]  M. Liebig,et al.  A Simple Performance‐Based Index for Assessing Multiple Agroecosystem Functions , 2001 .

[49]  Cheng-zhen Wu,et al.  Soil quality assessment in different climate zones of China’s Wenchuan earthquake affected region , 2017 .

[50]  R. Lal,et al.  Comparison of Soil Quality Index Using Three Methods , 2014, PloS one.

[51]  Douglas L. Karlen,et al.  The Soil Management Assessment Framework , 2004 .

[52]  Vida Kabiri,et al.  Identification of soil quality indicators for assessing the effect of different tillage practices through a soil quality index in a semi-arid environment , 2016 .

[53]  D. Karlen,et al.  Soil quality: Current concepts and applications , 2001 .

[54]  R. Lal Methods and Guidelines for Assessing Sustainable Use of Soil and Water Resources in the Tropics , 2016 .

[55]  M. Amacher,et al.  Development of vegetation based soil quality indices for mineralized terrane in arid and semi-arid regions , 2012 .

[56]  W. D. Kemper,et al.  Aggregate Stability and Size Distribution , 2018, SSSA Book Series.

[57]  Anònim Anònim Keys to Soil Taxonomy , 2010 .

[58]  Subodh Kumar Maiti,et al.  Development of mine soil quality index (MSQI) for evaluation of reclamation success: A chronosequence study , 2014 .

[59]  S. S. Andrews,et al.  DESIGNING A SOIL QUALITY ASSESSMENT TOOL FOR SUSTAINABLE AGROECOSYSTEM MANAGEMENT , 2001 .

[60]  Nicholas M. Holden,et al.  Evaluation of soil quality for agricultural production using visible–near-infrared spectroscopy , 2015 .

[61]  J. Farifteh,et al.  Assessing salt-affected soils using remote sensing, solute modelling, and geophysics , 2006 .

[62]  Timothy B. Parkin,et al.  Quantitative Indicators of Soil Quality: A Minimum Data Set , 1996 .

[63]  J. Herrick,et al.  Relationships between Soil Organic Carbon and Soil Quality in Cropped and Rangeland Soils: the Importance of Distribution, Composition, and Soil Biological Activity , 2018 .

[64]  W. E. Larson,et al.  Conservation and enhancement of soil quality , 1991 .

[65]  Timothy B. Parkin,et al.  Defining and Assessing Soil Quality , 1994 .

[66]  D. Karlen,et al.  Soil quality: Humankind's foundation for survival , 2003 .

[67]  L. Schipper,et al.  Soil quality monitoring in New Zealand: trends and issues arising from a broad-scale survey , 2004 .

[68]  M. R. Carter,et al.  Towards a minimum data set to assess soil organic matter quality in agricultural soils , 1994 .

[69]  M. Arshad,et al.  Characterization of soil quality: Physical and chemical criteria , 1992 .

[70]  J. Doran,et al.  Measurement and use of pH and electrical conductivity for soil quality analysis. , 1996 .

[71]  D. Karlen,et al.  A framework for evaluating physical and chemical indicators of soil quality , 1994 .

[72]  P. K. Chhonkar,et al.  Soil quality indices for evaluation of long‐term land use and soil management practices in semi‐arid sub‐tropical India , 2008 .

[73]  J. Costa,et al.  Soil quality indicators under continuous cropping systems in the Argentinean Pampas , 2007 .

[74]  Michelle M. Wander,et al.  Adaptation of soil quality indices and application to three tillage systems in southern Illinois , 1999 .

[75]  I. Cardoso,et al.  SOC dynamics and soil quality index of agroforestry systems in the Atlantic rainforest of Brazil , 2015 .