644
Views
33
CrossRef citations to date
0
Altmetric
Original Articles

Assessing and monitoring the soil quality of forested and agricultural areas using soil-quality indices and digital soil-mapping in a semi-arid environment

, &
Pages 696-707 | Received 06 Jun 2017, Accepted 25 Aug 2017, Published online: 07 Sep 2017

References

  • Akpa SIC, Odeh IOA, Bishop FA, Hartemink AE, Amapu IY. 2016. Total soil organic carbon and carbon sequestration potential in Nigeria. Geoderma. 271:202–215.
  • Allen K, Corre MD, Kurniawan S, Utami SR, Veldkamp E. 2016. Spatial variability surpasses land-use change effects on soil biochemical properties of converted lowland landscapes in Sumatra, Indonesia. Geoderma. 284:42–50.
  • Andrews SS, Karlen DL, Cambardella CA. 2004. The soil management assessment framework: a quantitative soil quality evaluation method. Soil Sci Soc Am J. 68:1945–1962.
  • Andrews SS, Mitchell JP, Mancinelli R, Karlen KL, Hartz TK, Horwath WR, Pettygrove GS, Scow KM, Munk DS. 2002. On-farm assessment of soil quality in California’s central valley. Agron J. 94:12–23.
  • Bastida F, Luis Moreno J, Teresa H, Garcia C. 2006. Microbiological degradation index of soils in a semiarid climate. Soil Biol Biochem. 38:3463–3473.
  • Burger JA, Johnson JE, Andrews JA, Torbert JL. 1994. Measuring mine soil productivity for forests. In: International land reclamation and mine drainage conference on reclamation and revegetation. 3. Pittsburgh, Pennsylvania; April24-29, 1994. USDOI Bureau of Mines, Special Publication SP 06C-94. p. 48–56.
  • Carter MR, Gregorich EG. 2008. Soil sampling and methods of analysis. Canadian society of soil science. BocaRaton, FL: CRC Press, Taylor and Francis Group.
  • Cheng J, Ding C, Li X, Zhang T, Wang X. 2016. Soil quality evaluation for navel orange production systems in central subtropical China. Soil Tillage Res. 155:225–232.
  • Dinesh R, Ghoshal Chaudhuri S, Ganeshamurthy AN, Dey C. 2003. Changes in soil microbial indices and their relationships following deforestation and cultivation in wet tropical forests. Appl Soil Ecol. 24:17–26.
  • Doran JW, Parkin BT. 1994. Defining and assessing soil quality. In: Doran JW, Coleman DC, Bezdicek DF, Stewart BA, Editors. Defining soil quality for a sustainable environment. Special Publication. Number 35. Madison, WI: Soil Science Society of America, Inc.; p. 3–21.
  • Fernandes-Romero ML, Parras-Alcantara L, Lozano-Garcia B, Clark JM, Collins CD. 2016. Soil quality assessment based on carbon stratification index in different olive grove management practices in Mediterranean areas. Catena. 137:449–458.
  • Grossman RB, Reinsch TG. 2002. 2.1 Bulk density and linear extensibility. In: Dick AW, Editor. Methods of soil analysis: part 4 physical methods. Madison, Wisconsin: Soil Science Society of America Book Series; p. 201–228.
  • Hengel T, Rossiter DG, Stein A. 2003. Soil sampling strategies for spatial prediction by correlation with auxiliary maps. Geoderma. 120:75–93.
  • Heung B, Bulmer CE, Schmidt MG. 2014. Predictive soil parent material mapping at a regional-scale: a random forest approach. Geoderma. 214–215:141–154.
  • Islam KR, Weil RR. 2000. Land use effects on soil quality in a tropical forest ecosystem of Bangladesh. Agric Ecosyst Environ. 79:9–16.
  • Jafari A, Khademi H, Finke P, Wauw JVD, Ayoubi S. 2014. Spatial prediction of soil great groups by boosted regression trees using a limited point dataset in an arid region, southeastern Iran. Geoderma. 232–234:148–163.
  • Johnson RA, Wichern DW. 1992. Applied multivariate statistical analysis. Englewood Cliffs, NJ: Prentice-Hall.
  • Karamesouti M, Detsis V, Kounalaki A, Vasiliou P, Salvati L, Kosmas C. 2015. Land-use and land degradation processes affecting soil resources: evidence from a traditional Mediterranean cropland (Greece). Catena. 132:45–55.
  • Karlen DL, Gardner JC, Rosek MJ. 1998. A soil quality framework for evaluating the impact of CRP. J Prod Agric. 11:56–60.
  • Karlen DL, Scott DE. 1994. A framework for evaluating physical and chemical indicators of soil quality. In: Doran JW, Coleman DC, Bezdicek DF, Stewart BA, Editors. Defining soil quality for a sustainable environment. Madison, WI: ASA and SSSA; p. 53–72.
  • Kemper WD, Rosenau RC. 1986. Aggregate stability and size distribution. In: Klute A, Editor. Methods of soil analysis. part I: physical analysis. Madison, WI: SSSA; p. 425–442.
  • Landi A, Anderson DW, Mermut AR. 2003. Organic carbon storage and stablemisotope composition of soils along a grassland to forest environmental gradient in Saskatchewan. Can J Soil Sci. 83:405–414.
  • Landis JR, Koch GG. 1977. The measurement of observer agreement for categorical data. Biometrics. 33:159–174.
  • Larson WE, Pierce FJ. 1994. The dynamics of soil quality as a measure of sustainable management. In: Doran JW, Coleman DC, Bezdicek DF, Stewart BA. (Eds). Defining Soil Quality for a Sustainable Environment. Madison, Wisconsin: Soil Science Society of America; p. 37–52.
  • Lemenih M, Karltun E, Olsson M. 2005. Assessing soil chemical and physical property responses to deforestation and subsequent cultivation in smallholders farming system in Ethiopia. Agric Ecosyst Environ. 105:373–386.
  • Maranguit D, Guillaume T, Kuzyakov Y. 2017. Land-use change affects phosphorus fractions in highly weathered tropical soils. Catena. 149:385–393.
  • Masto RE, Chhonkar PK, Purakayastha TJ, Patra AK, Singh D. 2008. Soil quality indices for evaluation of long-term land use and soil management practices in semi-arid sub-tropical India. Land Degrad Dev. 19:516–529.
  • McBratney AB, Mendonca Santos ML, Minasny B. 2003. On digital soil mapping. Geoderma. 117:3–52.
  • McDonald MA, Healey JR, Stevens PA. 2002. The effects of secondary forest clearance and subsequent land-use on erosion losses and soil properties in the Blue Mountains of Jamaica. Agric Ecosyst Environ. 92:1–19.
  • McLean EO. 1982. Soil pH and lime requirement. In: Page AL, Miller RH, Keeney DR, Editors. Methods of soil analysis, part 2. Chemical and microbiological properties. 2nd ed. Madison, WI: ASA-SSSA; 199–224.
  • Nakajima T, Lal R, Jiang S. 2015. Soil quality index of a crosby silt loam in central Ohio. Soil Tillage Res. 146:323–328.
  • Nelson DW, Sommers LE. 1982. Total carbon, organic carbon, and organic matter. In: Page AL, Miller RH, Keeney DR, Editors. Methods of soil analysis, part 2-Chemical and microbiological properties. Madison, WI: ASA-SSSA; p. 539–594.
  • Pahlavan-Rad MR, Toomanian N, Khormali F, Brungard CW, Komaki CB, Bogaert P. 2014. Updating soil survey maps using random forest and conditioned Latin hypercube sampling in the loess derived soils of northern Iran. Geoderma. 232–234:97–106.
  • Rhoades JD. 1982. Soluble salts. In Page AL, Editor. Monograph No. 9, Methods of soil analysis, part II. 2nd. Madison, WI: ASA; p. 167–179.
  • Six J, Paustian K, Elliott ET, Combrink C. 2000. Soil structure and organic matter: I. Distribution of aggregate-size classes and aggregate-associated carbon. Soil Sci Soc Am J. 64:681–689.
  • Sparks DL, Page AL, Helmke PA, Leoppert RH, Soltanpour PN, Tabatabai MA, Johnston GT, Summer ME. 1996. Methods of soil analysis. Madison, Wisconsin: ASA and SSSA. Soil Science Society of American Journal. Book Series No. 5.
  • Stevenson FJ, Cole MA. 1999. Cycles of soil. 2nd ed. NY, USA: Wiley.
  • Sumner ME, Miller WP. 1996. Cation exchange capacity and exchange coefficients. In: Sparks DL, (Ed). Methods of soil analysis. Part 3. Madison: Chemical Methods.Soil Science Society of America Inc.; p. 1201–1229.
  • Taghizadeh-Mehrjardi R, Nabiollahi K, Kerry R. 2016. Digital mapping of soil organic carbon at multiple depths using different data mining techniques in Baneh region, Iran. Geoderma. 253–254:67–77.
  • Taghizadeh-Mehrjardi R, Nabiollahi K, Minasny B, Triantafilis J. 2015. Comparing data mining classifiers to predict spatial distribution of USDA-family soil groups in Baneh region, Iran. Geoderma. 253–254:67–77.
  • Toomanian N, Jalalian A, Khademi H, Eghbal MK, Papritz A. 2006. Pedodiversity and pedogenesis in zayandeh-rud valley, central Iran. Geomorphology. 81:376–393.
  • Vasques GM, Dematte JAM, Viscarra Rossel RA, Ramirez-Lopez L, Terra FS. 2014. Soil classification using visible/near-infrared diffuse reflectance spectra frommultiple depths. Geoderma. 223–225:73–78.
  • Wali MK, Evrendilek F, West T, Watts S, Pant D, Gibbs H, McClead B. 1999. Assessing terrestrial ecosystem sustainability usefulness of regional carbon and nitrogen models. Nat Resour. 35:20–33.
  • Wang J, Fu BJ, Qiu Y, Chen LD. 2001. Soil nutrients in relation to land use and landscape position in the semi-arid small catchments on the Loess Plateau in China. J Arid Environ. 48:537–550.
  • Wang XJ, Gong ZT. 1998. Assessment and analysis of soil quality changes after eleven years of reclamation in subtropical China. Geoderma. 81:339–355.
  • Were K, Bui DT, Dick QB, Singh BR. 2015. A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape. Ecol Indic. 52:394–403.
  • Wiesmeier M, Barthold F, Blank B, Kögel-Knabner I. 2011. Digital mapping of soil organic matter stocks using Random Forest modeling in a semi-arid steppe ecosystem. Plant Soil. 340:7–24.
  • World Reference Base for Soil Resources. 2014. World Soil Resources 106, Food And Agriculture Organization of The United Nation, Rome.
  • Zhang C, Xue S, Liu GB, Song ZL. 2011. A comparison of soil qualities of different revegetation types in the Loess Plateau, China. Plant Soil. 347:163–178.
  • Zhang S, Fan W, Li Y, Yi Y. 2017. The influence of changes in land use and landscape patterns on soil erosion in a watershed. Sci Total Environ. 574:34–45.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.