Soil quality – A critical review

Sampling and analysis or visual examination of soil to assess its status and use potential is widely practiced from plot to national scales. However, the choice of relevant soil attributes and interpretation of measurements are not straightforward, because of the complexity and site-specificity of soils, legacy effects of previous land use, and trade-offs between ecosystem services. Here we review soil quality and related concepts, in terms of definition, assessment approaches, and indicator selection and interpretation. We identify the most frequently used soil quality indicators under agricultural land use. We find that explicit evaluation of soil quality with respect to specific soil threats, soil functions and ecosystem services has rarely been implemented, and few approaches provide clear interpretation schemes of measured indicator values. This limits their adoption by land managers as well as policy. We also consider novel indicators that address currently neglected though important soil properties and processes, and we list the crucial steps in the development of a soil quality assessment procedure that is scientifically sound and supports management and policy decisions that account for the multi-functionality of soil. This requires the involvement of the pertinent actors, stakeholders and end-users to a much larger degree than practiced to date.

[1]  N. Voulvoulis,et al.  PRIORITISING SOIL QUALITY ASSESSMENT THROUGH THE SCREENING OF SITES: THE USE OF PUBLICLY COLLECTED DATA , 2014 .

[2]  Allan D. Hollander,et al.  Biodiversity is associated with indicators of soil ecosystem functions over a landscape gradient of agricultural intensification , 2010, Landscape Ecology.

[3]  J. Kopecký,et al.  Evaluation of rhizobacterial indicators of tobacco black root rot suppressiveness in farmers' fields. , 2014, Environmental microbiology reports.

[4]  J. Watkins,et al.  Assessing soil biodiversity across Great Britain: national trends in the occurrence of heterotrophic bacteria and invertebrates in soil. , 2003, Journal of environmental management.

[5]  R. O'Neill,et al.  The value of the world's ecosystem services and natural capital , 1997, Nature.

[6]  Jenny Norrman,et al.  Incorporating the soil function concept into sustainability appraisal of remediation alternatives. , 2013, Journal of environmental management.

[7]  Dominique Arrouays,et al.  The French Information System on Soils: a Decision Support System for Soil Inventory, Monitoring and Management , 2007, EnviroInfo.

[8]  A. Varma,et al.  Organic Amendments and Soil Suppressiveness in Plant Disease Management , 2015, Soil Biology.

[9]  S. H. Bennekou,et al.  Scientific Opinion addressing the state of the science on risk assessment of plant protection products for in‐soil organisms , 2017, EFSA journal. European Food Safety Authority.

[10]  D. Neher,et al.  Role of nematodes in soil health and their use as indicators. , 2001, Journal of nematology.

[11]  W. Dean Hively,et al.  Strategies for Soil Quality Assessment Using Visible and Near‐Infrared Reflectance Spectroscopy in a Western Kenya Chronosequence , 2012 .

[12]  L. Brussaard Ecosystems services provided by the soil biota , 2012 .

[13]  K. Congreves,et al.  Long-term impact of tillage and crop rotation on soil health at four temperate agroecosystems , 2015 .

[14]  M. Dunbar,et al.  The importance of scale in the development of ecosystem service indicators , 2016 .

[15]  Johan Six,et al.  Soil fauna and soil function in the fabric of the food web , 2007 .

[16]  Karl Ritz,et al.  Selecting biological indicators for monitoring soils: A framework for balancing scientific and technical opinion to assist policy development , 2009 .

[17]  G. Sparling,et al.  Soil quality in New Zealand: policy and the science response. , 2002, Journal of environmental quality.

[18]  H. D. Scott,et al.  Deficiencies in the soil quality concept and its application , 2003 .

[19]  Panagos Panagiotis,et al.  Soil threats in Europe , 2016 .

[20]  Wolfgang Lucht,et al.  The world's biggest gamble , 2016 .

[21]  W. Cornelis,et al.  Data-driven analysis of soil quality indicators using limited data , 2014 .

[22]  L. Bennett,et al.  Examining links between soil management, soil health, and public benefits in agricultural landscapes: an Australian perspective. , 2010 .

[23]  Jane Mills,et al.  Operationalizing ecosystem services for the mitigation of soil threats: A proposed framework , 2016 .

[24]  W. Mauser,et al.  Transdisciplinary global change research: The co-creation of knowledge for sustainability , 2013 .

[25]  M. Simpson,et al.  Comparison of nuclear magnetic resonance methods for the analysis of organic matter composition from soil density and particle fractions , 2012 .

[26]  Ray R. Weil,et al.  Estimating active carbon for soil quality assessment: A simplified method for laboratory and field use , 2003 .

[27]  M. Wisniewski,et al.  Metabarcoding: A powerful tool to investigate microbial communities and shape future plant protection strategies , 2017 .

[28]  F. Bampa,et al.  Soil protection for a sustainable future: options for a soil monitoring network for Ireland , 2017 .

[29]  Fiona Curran-Cournane,et al.  Bacteria as Emerging Indicators of Soil Condition , 2016, Applied and Environmental Microbiology.

[30]  Z. Filip International approach to assessing soil quality by ecologically-related biological parameters , 2002 .

[31]  E. Blagodatskaya,et al.  Active microorganisms in soil: Critical review of estimation criteria and approaches , 2013 .

[32]  W. Hoogmoed,et al.  A functional evaluation of three indicator sets for assessing soil quality , 2013 .

[33]  V. Seufert,et al.  Many shades of gray—The context-dependent performance of organic agriculture , 2017, Science Advances.

[34]  W. Blum Functions of Soil for Society and the Environment , 2005 .

[35]  M. Obersteiner,et al.  The land‐potential knowledge system (landpks): mobile apps and collaboration for optimizing climate change investments , 2016 .

[36]  Mateete A. Bekunda,et al.  Indicators of soil quality : A South-South development of a methodological guide for linking local and technical knowledge , 2006 .

[37]  J. Doran,et al.  Defining and assessing soil health and sustainable productivity. , 1997 .

[38]  Unai Pascual,et al.  Social-ecological and regional adaptation of agrobiodiversity management across a global set of research regions , 2012 .

[39]  B. Singh,et al.  Keystone microbial taxa regulate the invasion of a fungal pathogen in agro-ecosystems , 2017 .

[40]  D. Parkinson,et al.  Soil biological criteria as indicators of soil quality: Soil microorganisms , 1992 .

[41]  A. J. Tugel,et al.  Soil survey and inventory of dynamic soil properties in the U.S.A. , 2010 .

[42]  L. Montanarella,et al.  Soil natural capital in europe; a framework for state and change assessment , 2017, Scientific Reports.

[43]  James A. Burger,et al.  A Review of Chemical and Physical Properties as Indicators of Forest Soil Quality: Challenges and Opportunities , 2000 .

[44]  E. Draskovits,et al.  The dissolved organic matter as a potential soil quality indicator in arable soils of Hungary , 2015, Environmental Monitoring and Assessment.

[45]  Louis A. Schipper,et al.  Performance of Soil Condition Indicators Across Taxonomic Groups and Land Uses , 2000 .

[46]  C. Rhodes The Imperative for Regenerative Agriculture , 2017, Science progress.

[47]  S. Grasby,et al.  Stable-Isotope Probing Identifies Uncultured Planctomycetes as Primary Degraders of a Complex Heteropolysaccharide in Soil , 2015, Applied and Environmental Microbiology.

[48]  P. Ji,et al.  Effects of soil management practices on soil microbial communities and development of southern blight in vegetable production , 2015 .

[49]  P. D. Ruiter,et al.  Ecological network analysis reveals the inter-connection between soil biodiversity and ecosystem function as affected by land use across Europe , 2016 .

[50]  M. Arshad,et al.  Identifying critical limits for soil quality indicators in agro-ecosystems , 2002 .

[51]  E. Barrios,et al.  InPaC-S: participatory knowledge integration on indicators of soil quality: methodological guide , 2012 .

[52]  Shuting Zhang,et al.  Using community analysis to explore bacterial indicators for disease suppression of tobacco bacterial wilt , 2016, Scientific Reports.

[53]  Jago Jonathan Birk,et al.  State of the scientific knowledge on properties and genesis of Anthropogenic Dark Earths in Central Amazonia (terra preta de Índio) , 2012 .

[54]  W. R. Whalley,et al.  Applications of X‐ray computed tomography for examining biophysical interactions and structural development in soil systems: a review , 2013 .

[55]  R. M. Lehman,et al.  Understanding and Enhancing Soil Biological Health: The Solution for Reversing Soil Degradation , 2015 .

[56]  T. Kuyper,et al.  Biological soil quality from biomass to biodiversity - importance and resilience to management stress and disturbance , 2004 .

[57]  Antoine Stevens,et al.  Assessment and monitoring of soil quality using near‐infrared reflectance spectroscopy (NIRS) , 2009 .

[58]  Jaap Bloem,et al.  Microbiological methods for assessing soil quality , 2005 .

[59]  Rattan Lal,et al.  Towards a standard technique for soil quality assessment , 2016 .

[60]  Philippe C. Baveye,et al.  Moving away from the geostatistical lamppost: Why, where, and how does the spatial heterogeneity of soils matter? , 2015 .

[61]  Achim Walter,et al.  Opinion: Smart farming is key to developing sustainable agriculture , 2017, Proceedings of the National Academy of Sciences.

[62]  B. Ball,et al.  Reduction of yield gaps and improvement of ecological function through local-to-global applications of visual soil assessment. , 2015 .

[63]  P. D. Forristal,et al.  A review of visual soil evaluation techniques for soil structure , 2016 .

[64]  Gebreyesus Brhane Tesfahunegn Soil Quality Assessment Strategies for Evaluating Soil Degradation in Northern Ethiopia , 2014 .

[65]  S. Nortcliff Standardisation of soil quality attributes , 2002 .

[66]  M. Rutgers,et al.  Site-Specific Ecological Risk Assessment , 2011 .

[67]  Rachel Muylaert Locks Guimarães,et al.  Visual soil evaluation: A summary of some applications and potential developments for agriculture , 2017 .

[68]  Anders F. Andersson,et al.  Analysing Microbial Community Composition through Amplicon Sequencing: From Sampling to Hypothesis Testing , 2017, Front. Microbiol..

[69]  P. Weisskopf,et al.  Optimal organic carbon values for soil structure quality of arable soils. Does clay content matter , 2017 .

[70]  F. Bastida,et al.  Past, present and future of soil quality indices : A biological perspective , 2008 .

[71]  Robin F. Harris,et al.  Farmer‐Based Assessment of Soil Quality: A Soil Health Scorecard , 2015 .

[72]  Johan Bouma,et al.  Soil science contributions towards Sustainable Development Goals and their implementation: linking soil functions with ecosystem services , 2014 .

[73]  T. Döring,et al.  Resilience as a universal criterion of health. , 2015, Journal of the science of food and agriculture.

[74]  Martha B. Dunbar,et al.  Soil biodiversity and DNA barcodes: opportunities and challenges , 2015 .

[75]  G. Défago,et al.  Rhizosphere ecology and phytoprotection in soils naturally suppressive to Thielaviopsis black root rot of tobacco. , 2014, Environmental microbiology.

[76]  P. Lavelle,et al.  GISQ, a multifunctional indicator of soil quality , 2007 .

[77]  L. Schipper,et al.  Soil quality monitoring in New Zealand: practical lessons from a 6-year trial , 2004 .

[78]  H. Eswaran,et al.  Soil Quality and Soil Productivity in Africa , 1997 .

[79]  L. Gregorich,et al.  The Health of Our Soils: Toward sustainable agriculture in Canada , 1995 .

[80]  J. Lennon,et al.  Relationships between protein-encoding gene abundance and corresponding process are commonly assumed yet rarely observed , 2014, The ISME Journal.

[81]  B. Warkentin The changing concept of soil quality , 1995 .

[82]  L. Brussaard,et al.  A method to assess ecosystem services developed from soil attributes with stakeholders and data of four arable farms. , 2012, The Science of the total environment.

[83]  Karl Ritz,et al.  Selection of biological indicators appropriate for European soil monitoring , 2016 .

[84]  Elena Smolentseva,et al.  The Muencheberg Soil Quality Rating for Assessing the Quality of Global Farmland , 2014 .

[85]  Lars J. Munkholm,et al.  Applications of visual soil evaluation , 2013 .

[86]  Michael Archer,et al.  Soil quality assessment under emerging regulatory requirements. , 2010, Environment international.

[87]  Martin Schaefer,et al.  Land use intensification alters ecosystem multifunctionality via loss of biodiversity and changes to functional composition , 2015, Ecology letters.

[88]  G. Tóth,et al.  New generation of hydraulic pedotransfer functions for Europe , 2014, European journal of soil science.

[89]  U. Tappeiner,et al.  The dark side of biodiversity: Spatial application of the biological soil quality indicator (BSQ) , 2015 .

[90]  R. Schulte,et al.  A Functional Land Management conceptual framework under soil drainage and land use scenarios , 2016 .

[91]  H. van Keulen,et al.  Land Evaluation: From Intuition to Quantification , 1991 .

[92]  V. Fassouli,et al.  Evaluation and Selection of Indicators for Land Degradation and Desertification Monitoring: Methodological Approach , 2014, Environmental Management.

[93]  H. N. Meena,et al.  Developing Disease-Suppressive Soil Through Agronomic Management , 2015 .

[94]  D. Dubois,et al.  Soil Fertility and Biodiversity in Organic Farming , 2002, Science.

[95]  L. Schipper,et al.  Soil quality at a national scale in New Zealand. , 2002, Journal of environmental quality.

[96]  R. J. Haynes,et al.  Labile Organic Matter Fractions as Central Components of the Quality of Agricultural Soils: An Overview , 2005 .

[97]  H. V. Latesteijn,et al.  Assessment of future options for land use in the European Community , 1995 .

[98]  C. Leeuwis,et al.  Deconstructing and unpacking scientific controversies in intensification and sustainability: why the tensions in concepts and values? , 2014 .

[99]  A. Watzinger Microbial phospholipid biomarkers and stable isotope methods help reveal soil functions , 2015 .

[100]  Beth K. Gugino,et al.  Farmer-oriented assessment of soil quality using field, laboratory, and VNIR spectroscopy methods , 2008, Plant and Soil.

[101]  R. Jones,et al.  Soil monitoring in Europe: a review of existing systems and requirements for harmonisation. , 2008, The Science of the total environment.

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

[103]  Ainsworth Donovan,et al.  Thematic strategy for soil protection , 2014 .

[104]  A. Karnieli,et al.  A spectral soil quality index (SSQI) for characterizing soil function in areas of changed land use , 2014 .

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

[106]  T. Vågen,et al.  Landsat-based approaches for mapping of land degradation prevalence and soil functional properties in Ethiopia , 2013 .

[107]  H. Blume,et al.  Plaggen Soils: landscape history, properties, and classification , 2004 .

[108]  Blair M. McKenzie,et al.  Application of Bayesian Belief Networks to quantify and map areas at risk to soil threats: Using soil compaction as an example , 2013 .

[109]  P. Haygarth,et al.  The future of soils and land use in the UK: Soil systems for the provision of land-based ecosystem services , 2009 .

[110]  I. Albizu,et al.  Prediction of chemical and biological variables of soil in grazing areas with visible- and near-infrared spectroscopy , 2017 .

[111]  C. A. van Diepen,et al.  Thirty years of systematic land evaluation in the Netherlands , 2010 .

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

[113]  D. McKenzie Rapid assessment of soil compaction damage I. The SOILpak score, a semi-quantitative measure of soil structural form , 2001 .

[114]  Hanspeter Liniger,et al.  Soils, agriculture and food security: The interplay between ecosystem functioning and human well-being , 2015 .

[115]  D. Karlen,et al.  Soil Quality: A Review of the Science and Experiences in the USA , 2004, Environmental geochemistry and health.

[116]  P. R. L. Alves,et al.  Soil health: looking for suitable indicators. What should be considered to assess the effects of use and management on soil health? , 2013 .

[117]  A. Mallarino,et al.  Soil and surface runoff phosphorus relationships for five typical USA midwest soils. , 2006, Journal of environmental quality.

[118]  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 .

[119]  Sébastien Barot,et al.  Soil invertebrates and ecosystem services , 2006 .

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

[121]  T. Bouchez,et al.  Molecular microbiology methods for environmental diagnosis , 2016, Environmental Chemistry Letters.

[122]  C. Gardi,et al.  Microarthropod communities as a tool to assess soil quality and biodiversity: a new approach in Italy , 2005 .

[123]  J. Stoorvogel,et al.  Soil Capability: Exploring the Functional Potentials of Soils , 2017 .

[124]  E. Hansen,et al.  Overall assessment of soil quality on humid sandy loams: Effects of location, rotation and tillage , 2015 .

[125]  Yanguo Teng,et al.  Soil and soil environmental quality monitoring in China: a review. , 2014, Environment international.

[126]  S. D. Cunningham,et al.  Assessing Soil Quality for Environmental Purposes: Roles and Challenges for Soil Scientists , 1997 .

[127]  R. Daniel,et al.  Metagenomic Analyses: Past and Future Trends , 2010, Applied and Environmental Microbiology.

[128]  Michiel Rutgers,et al.  Gap assessment in current soil monitoring networks across Europe for measuring soil functions , 2017 .

[129]  C. Görg,et al.  Ecosystem Services as a Boundary Concept: Arguments from Social Ecology , 2017 .

[130]  Susan P. Holmes,et al.  Reproducible Research Workflow in R for the Analysis of Personalized Human Microbiome Data , 2016, PSB.

[131]  E. T. Elliott,et al.  Particulate soil organic-matter changes across a grassland cultivation sequence , 1992 .

[132]  J. Zinck,et al.  Ethnopedology: a worldwide view on the soil knowledge of local people , 2003 .

[133]  J. Dumanski,et al.  Land quality indicators: research plan. , 2000 .

[134]  Anne Schöler,et al.  Making big data smart—how to use metagenomics to understand soil quality , 2017, Biology and Fertility of Soils.

[135]  Y. Ge,et al.  Remote sensing of soil properties in precision agriculture: A review , 2006 .

[136]  L. Brussaard,et al.  Ecosystem services in grassland associated with biotic and abiotic soil parameters , 2010 .

[137]  J. Römbke,et al.  Soil biodiversity data: Actual and potential use in European and national legislation , 2016 .

[138]  Philippe C. Baveye,et al.  Soil “Ecosystem” Services and Natural Capital: Critical Appraisal of Research on Uncertain Ground , 2016, Front. Environ. Sci..

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

[140]  C. A. Tormena,et al.  Improvements in the visual evaluation of soil structure , 2011 .

[141]  C. Trasar-Cepeda,et al.  Hydrolytic enzyme activities in agricultural and forest soils. Some implications for their use as indicators of soil quality , 2008 .

[142]  B. Ball,et al.  Evaluation of soil structure in the framework of an overall soil quality rating , 2013 .

[143]  A. Mouazen,et al.  Reflectance and fluorescence spectroscopy in soil science—Current and future research and developments , 2016 .

[144]  J. Pielke The Honest Broker: Making Sense of Science in Policy and Politics , 2007 .

[145]  Jess Davies,et al.  The business case for soil , 2017, Nature.

[146]  Katharina Helming,et al.  Does research applying the DPSIR framework support decision making , 2012 .

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

[148]  Peter Frost,et al.  Competing Claims on Natural Resources: What Role for Science? , 2008 .

[149]  Douglas L. Karlen,et al.  Soil Fertility — Phenomenon and Concept , 2000 .

[150]  C. Janvier,et al.  Soil health through soil disease suppression: Which strategy from descriptors to indicators? , 2007 .

[151]  T. Batey,et al.  Field assessment of soil structural quality – a development of the Peerlkamp test , 2007 .

[152]  A. Kumari,et al.  Impact of Next-Generation Sequencing Technology in Plant–Microbe Interaction Study , 2017 .

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

[154]  E. Barrios Soil biota, ecosystem services and land productivity , 2007 .

[155]  Michiel Rutgers,et al.  Soil biodiversity, biological indicators and soil ecosystem services—an overview of European approaches , 2012 .

[156]  L. Brussaard,et al.  Biological measurements in a nationwide soil monitoring network , 2009 .

[157]  Montanarella Luca,et al.  Environmental Assessment of Soil for Monitoring Volume VI: Soil Monitoring System for Europe , 2008 .

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

[159]  Alex B. McBratney,et al.  Simultaneous estimation of several soil properties by ultra-violet, visible, and near-infrared reflectance spectroscopy , 2003 .

[160]  J. Trevors,et al.  Microbial gene expression in soil: methods, applications and challenges. , 2005, Journal of microbiological methods.

[161]  Linda Lilburne,et al.  Soil quality monitoring in New Zealand: development of an interpretative framework , 2004 .

[162]  H. Snyman,et al.  Soil quality characteristics of kikuyu–ryegrass pastures in South Africa , 2014 .

[163]  James A. Burger,et al.  Using soil quality indicators to assess forest stand management , 1999 .

[164]  Douglas L. Karlen,et al.  Protocol for indicator scoring in the soil management assessment framework (SMAF) , 2009, Renewable Agriculture and Food Systems.

[165]  Rogier P.O. Schulte,et al.  Functional land management: A framework for managing soil-based ecosystem services for the sustainable intensification of agriculture , 2014 .

[166]  S. Cattle,et al.  Monitoring soil quality for Central Tablelands grazing systems. , 2000 .

[167]  C. Trasar-Cepeda,et al.  Different approaches to evaluating soil quality using biochemical properties , 2005 .

[168]  Douglas L. Karlen,et al.  Soil quality: why and how? , 2003 .

[169]  R. Creamer,et al.  Pedotransfer functions for Irish soils - estimation of bulk density (ρ b ) per horizon type , 2015 .

[170]  R. V. Rossel,et al.  Visible and near infrared spectroscopy in soil science , 2010 .

[171]  Ciro Gardi,et al.  Continental-scale assessment of provisioning soil functions in Europe , 2013, Ecological Processes.

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

[173]  C. L. Beek,et al.  The need for harmonizing methodologies for assessing soil threats in Europe , 2010 .

[174]  A. Lefebvre,et al.  Environmental Sustainability of Canadian Agriculture: Agri-Environmental Indicator Report Series – Report #2 , 2005 .

[175]  W. E. Larson,et al.  The Dynamics of Soil Quality as a Measure of Sustainable Management , 1994 .

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

[177]  W. Towers,et al.  Risk of erosion in peat soils – an investigation using Bayesian belief networks , 2011 .

[178]  B. Stenberg Monitoring Soil Quality of Arable Land: Microbiological Indicators , 1999 .

[179]  M. Hartmann,et al.  Distinct soil microbial diversity under long-term organic and conventional farming , 2014, The ISME Journal.

[180]  S. Derenne,et al.  Analytical pyrolysis as a tool to probe soil organic matter , 2015 .

[181]  P. Defossez,et al.  Morphological characterisation of soil structure in tilled fields: from a diagnosis method to the modelling of structural changes over time , 2004 .

[182]  Anwar Ghani,et al.  Hot-water extractable carbon in soils: a sensitive measurement for determining impacts of fertilisation, grazing and cultivation , 2003 .

[183]  T. Paulitz,et al.  Disease Suppressive Soils: New Insights from the Soil Microbiome. , 2017, Phytopathology.

[184]  B. Griffiths,et al.  Using nematode communities to test a European scale soil biological monitoring programme for policy development , 2016 .

[185]  W. Rawls,et al.  Soil Water Characteristic Estimates by Texture and Organic Matter for Hydrologic Solutions , 2006 .

[186]  K. Ritz,et al.  Soil health in agricultural systems , 2008, Philosophical Transactions of the Royal Society B: Biological Sciences.

[187]  D. R. Upchurch,et al.  Reservations Regarding the Soil Quality Concept , 1999 .

[188]  G. Hofman,et al.  Mitigation options to reduce phosphorus losses from the agricultural sector and improve surface water quality: a review. , 2014, The Science of the total environment.

[189]  Nicholas M. Holden,et al.  Quantitative soil quality indexing of temperate arable management systems , 2015 .

[190]  P. Weisskopf,et al.  A novel method for soil quality in life cycle assessment using several soil indicators , 2012, Agronomy for Sustainable Development.

[191]  S. Andrews,et al.  Soil quality: Science and process , 2002 .

[192]  B. B. Ghaley,et al.  Making the Most of Our Land: Managing Soil Functions from Local to Continental Scale , 2015, Front. Environ. Sci..

[193]  P. Mausel SOIL QUALITY IN ILLINOIS—AN EXAMPLE OF A SOILS GEOGRAPHY RESOURCE ANALYSIS* , 1971 .

[194]  R. Hessel,et al.  Desire for greener land: Options for sustainable land management in drylands , 2012 .

[195]  Eli Zaady,et al.  Soil functions and ecosystem services in conventional, conservation, and integrated agricultural systems. A review , 2016, Agronomy for Sustainable Development.

[196]  D. R. Upchurch,et al.  Quality soil management or soil quality management : performance versus semantics , 2003 .

[197]  Kenneth A. Sudduth,et al.  Sensor data fusion for soil health assessment , 2017 .

[198]  C. Pankhurst,et al.  Biological indicators of soil health: synthesis. , 1997 .

[199]  Graciela Metternicht,et al.  Unpacking the concept of land degradation neutrality and addressing its operation through the Rio Conventions. , 2017, Journal of environmental management.

[200]  D. Rossiter A theoretical framework for land evaluation , 1996 .

[201]  Chris Sharman,et al.  Novel Proximal Sensing for Monitoring Soil Organic C Stocks and Condition. , 2017, Environmental science & technology.

[202]  Søren J. Sørensen,et al.  Microbial indicators for soil quality , 2017, Biology and Fertility of Soils.

[203]  L. Øvreås,et al.  Microbial diversity and function in soil: from genes to ecosystems. , 2002, Current opinion in microbiology.

[204]  Battle Karimi,et al.  Microbial diversity and ecological networks as indicators of environmental quality , 2017, Environmental Chemistry Letters.

[205]  R. Papendick,et al.  Soil quality: Attributes and relationship to alternative and sustainable agriculture , 1992 .

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