Abstract
Climate change may affect soil fertility because it can alter various soil physicochemical characteristics through different mechanisms. Currently, a better understanding of its effect on soil physicochemical characteristics is required for sustainable soil management. Therefore, the main purposes of this study were to assess the effect of climate change on key soil physicochemical characteristics (i.e., soil moisture, organic carbon content, and macro-nutrients) and to develop a suitable soil management strategy to enhance climate resilience of smallholder farming in a Tunisian oasis, called Gabes Oasis. An investigation methodology was developed based on future climate projection and simulation of climate change effects on key soil physicochemical characteristics from 2019 to 2050 using the HP1 model. The HP1 model was calibrated and validated based on intensive field measurements over four years (from January 2015 to December 2018) in a pomegranate-field in Gabes Oasis. The results showed that the HP1 model could simulate soil physicochemical characteristics under the baseline scenario. Compared to the no climate change scenario, significant effects of climate change (i.e., RCP8.5, RCP6.0, and RCP4.5 scenarios) on the investigated key soil characteristics were predicted by 2050. Among the investigated soil characteristics, it was predicted that soil organic carbon content was most critically affected. By 2050, it is expected that this content will decrease by 14% for RCP4.5 scenario, 16% for RCP6.0 scenario, and 23% for RCP8.5 scenario. Finally, it is recommended to apply the following cow manure amount to enhance soil characteristics resistance to future climate change: 3748 kg ha−1 year−1. However, more experiments on fields are necessary to investigate the sustainability of the proposed level of cow manure.
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References
Ahmed K, Shahid S, Nawaz N, Khan N (2018) Modeling climate change impacts on precipitation in arid regions of Pakistan: a non-local model output statistics downscaling approach. Theor Appl Climatol 137:1347–1364
Al Majou H, Bruand A, Duval O, Le Bas C, Vautier A (2008) Prediction of soil water retention properties after stratification by combining texture, bulk density and the type of horizon. Soil Use Manage 24(4):383–391
Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration guidelines for computing crop water requirements. Paper No. 56, FAO, Rome, Italy
Alloway BJ (2008) Micronutrients and Crop Production: An Introduction. In: Alloway BJ (ed) Micronutrient Deficiencies in Global Crop Production. Springer, Dordrecht, pp 1–39
Antonious GF (2018) Biochar and animal manure impact on soil, crop yield and quality. In: Agricultural Waste and Residues, (ed) Aladjadjiyan A, Open access peer-reviewed Edited Volume, pp. 45–67
Arnell NW, Halliday SJ, Battarbee RW, Skeffington RA, Wade AJ (2015) The implications of climate change for the water environment in England. Prog Phys Geogr 39:93–120
Badgery WB, Simmons AT, Murphy BM, Rawson A, Andersson KO, Lonergan VE, Lonergan VE, van de Ven R (2013) Relationship between environmental and land-use variables on soil carbon levels at the regional scale in central New South Wales, Australia. Soil Res 51:645–656
Baldock JA, Wheeler I, McKenzie N, McBratney A (2012) Soils and climate change: potential impacts on carbon stocks and greenhouse gas emissions, and future research for Australian agriculture. Crop Pasture Sci 63:269–283
Bao Y, Hoogenboom G, McClendon R, Vellidid G (2017) A comparison of the performance of the CSM-CERES-Maize and EPIC models using maize variety trial data. Agric Syst 150:109–119
Coyle C, Creamer RE, Schulte RPO, O'Sullivan L, Jordan P (2016) A functional land management conceptual framework under soil drainage and land use scenarios. Environ Sci Policy 56:39–48
Diaz RA, Magrin G, Travasso MI, Rodriguez R (1997) Climate change and its impact on the properties of agricultural soils in the Argentinean Rolling Pampas. Clim Res 9:25–30
Follett RF, Stewart CE, Pruessner EG, Kimble JM (2012) Effects of climate change on soil carbon and nitrogen storage in the US Great Plains. J Soil Water Conserv 67:331–342
Gee GW, Bauder JW (1986) Particles size analysis. In: Klute A (ed), Methods of Soil Analysis. Part 1. Physical and Mineralogical Methods. Soil Sci Soc. Am. Agronomy Monograph 9, 2nd ed, p. 383–411
Gocic M, Trajkovic S (2013) Analysis of changes in meteorological variables using Mann-Kendall and Sen’s slope estimator statistical tests in Serbia. Glob Planet Change 100:172–182
Gray J, Bishop T (2015) Climate change impacts on three key soil properties in NSW. Sydney: NSW Government: Office of Environment and Heritage
Gray JM, Bishop TFA, Yang X (2015) Pragmatic models for prediction and digital mapping of soil properties in eastern Australia. Soil Res 53:24–42
Haj-Amor Z, Bouri S (2020) Use of HYDRUS-1D–GIS tool for evaluating effects of climate changes on soil salinization and irrigation management. Arch Agron Soil Sci 66(2):193–207
Haj-Amor Z, Ibrahimi MK, Feki N, Lhomme JP, Bouri S (2016) Soil salinization and irrigation management of date palms in a Saharan environment. Environ Monit Assess 188(8):1–17
Haj-Amor Z, Hashemi H, Bouri S (2017) Soil salinization and critical shallow groundwater depth under saline irrigation condition in a Saharan irrigated land. Arab J Geosci 10:301
Haj-Amor Z, Acharjee TK, Dhaouadi L, Bouri S (2020) Impacts of climate change on irrigation water requirement of date palms under future salinity trend in costal aquifer of Tunisian oasis. Agric Water Manag 228:105843
Hao YJ, Wang YH, Chang QR, Wei XR (2017) Effects of long-term fertilization on soil organic carbon and nitrogen in a highland agroecosystem. Pedosphere 27(4):725–736
Hashimoto S, Ugawa S, Morisada K, Wattenbach M, Smith P, Matsuura Y (2012) Potential carbon stock in Japanese forest soils—simulated impact of forest management and climate change using the CENTURY model. Soil Use Manage 28:45–53
Hendershot WH, Lalande H, Duquette M (1993) Ion exchange and exchangeable cations. In: Soil Sampling and Methods of Analysis, RC Martin (ed), pp. 183–205, Canadian Society of Soil Science, Lewis Publishers, Boca Raton, Fla, USA
Hiwale SS, More TA, Bagle BG (2011) Root distribution pattern in pomegranate ‘Ganesh’ (Punica granatum L.). Acta Hortic 890:323–326
Hussain SI, Frey SK, Blowes DW, Ptacek CJ, Wilson D, Mayer KU, Su D, Gottschall N, Edwards M, Lapen DR (2019) Reactive transport of manurederived nitrogen in the vadose zone: Consideration of macropore connectivity to subsurface receptors. Vadose Zone J 18:190002
IPCC (2019) Climate Change and Land: an IPCC special report on climate change, desertification, land degradation, sustainable land management, food security, and greenhouse gas fluxes in terrestrial ecosystems—Summary for Policymakers
Jacques D, Šimůnek J (2010) Notes on HP1—a software package for simulating variably-saturated water flow, heat transport, solute transport and biogeochemistry in porous media, HP1 Version 2.2, SCK•CEN-BLG-1068, Waste and Disposal, SCK•CEN, Mol, Belgium, p. 113
Jacques D, Smith C, Šimůnek J, Smiles D (2012) Inverse optimization of hydraulic, solute transport, and cation exchange parameters using HP1 and UCODE to simulate cation exchange. J Contam Hydrol 142–143:109–125
Kang XM, Hao YB, Li CS, Cui XY, Wang JZ (2011) Modeling impacts of climate change on carbon dynamics in a steppe ecosystem in Inner Mongolia. China J Soils Sedim 11:562–576
Kapkiyai JJ, Karanja NK, Qureshi JN, Smithson PC, Woomer PL (1999) Soil organic matter and nutrient dynamics in a Kenyan nitisol under long-term fertilizer and organic input management. Soil Biol Biochem 31:1773–1782
Karmakar R, Das I, Dutta D, Rakshit A (2016) Potential effects of climate changes on soil properties: a review. Sci Int 4(2):51–73
Klute A (1986) Methods of soil analysis. Part 1. Physical and mineralogical methods. Agronomy Monograph 9. Madison, WI: Society of Agronomy. p. 1188
Lal R (2010) Managing soils and ecosystems for mitigating anthropogenic carbon emissions and advancing global food security. Bioscience 60:708–721
Laux P, Jackel G, Tingem RM, Kunstmann H (2010) Impact of climate change on agricultural productivity under rainfed conditions in Cameroon—a method to improve attainable crop yield by planting date adaptations. Agric For Meteorol 150:1258–1271
Lee MS, Lee KK, Hyun Y, Clement TP, Hamilton D (2006) Nitrogen transformation and transport modeling in groundwater aquifers. Ecol Modell 192:143–159
Li H, Cao F, Wang X, Ma W (2014) A temperature-based model for estimating monthly average daily global solar radiation in china. Sci World J 9
Lu H, Shao YP (2001) Toward quantitative prediction of dust storms: an integrated wind erosion modelling system and its applications. Environ Model Softw 16:233–249
Marathe RA, Babu KD, Murkute AA, Chaudhari DT (2016) Root distribution pattern of pomegranate in different soil types. Indian J Hortic 73(4):588–591
McKenzie N, Coughlan K, Cresswell H (2002) Soil physical measurement and interpretation for land evaluation. CSIRO Publishing, Collingwood, Victoria
METDSD (2014) Assessment of Vulnerability, Climate Change Impacts and Adaptation Measures in Tunisia. French version available in. Ministry of Equipment, Territorial Development and Sustainable Development. https://www.environnement.gov.tn.
Morgan JB, Connolly EL (2013) Plant-soil interactions: nutrient uptake. Nat Educ Knowl 4(8):2
Nikolskii YN, Castillo-Alvarez M, Bakhlaeva OS, Gama-Castro J, Landeros-Sanchez C (2010) Assessing the effect of possible global climate changes on the fertility of Mexican soils and the prediction of crop yields. Eurasian Soil Sci 43:985–992
Orem W, Newman S, Osborne TZ, Reddy KR (2015) Projecting changes in everglades soil biogeochemistry for carbon and other key elements, to possible 2060 climate and hydrologic scenarios. Environ Manage 55:776–798
Ostle NJ, Levy PE, Evans CD, Smith P (2009) UK land use and soil carbon sequestration. Land Use Policy 26:274–283
Raes D (2007) The ET0 Calculator—Reference Manual. K.U. Leuven University, Leuven, Belgium
Rayment GE, Lyons DJ (2010) Soil Chemical Methods-Australasia. Australian Soil and Land Survey Handbook Series, CSIRO Publishing, Melbourne
Saxton KE, Rawls WJ (2006) Soil water characteristic estimates by texture and organic matter for hydrologic solutions. Soil Sci Soc Am J 70(5):1569–1578
Schaap MG, Leij FJ, Van Genuchten MTh (2001) Rosetta: A computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions. J Hydrol 251:163–176
Sheffield J, Wood EF (2008) Global trends and variability in soil moisture and drought characteristics, 1950–2000, from observation-driven simulations of the terrestrial hydrologic cycle. J Clim 21:432–458
Shiono T, Ogawa S, Miyamoto T, Kameyama K (2013) Expected impacts of climate change on rainfall erosivity of farmlands in Japan. Ecol Eng 61:378–689
Singh BP, Cowie AL, Chan KY (2011) Soil health and climate change. Soil Biology, Springer-Verlag Berlin Heidelberg, 1–414
Smith WN, Grant BB, Desjardins RL, Qian B, Hutchinson J, Gameda S (2009) Potential impact of climate change on carbon in agricultural soils in Canada 2000–2099. Clim Change 93:319–333
Stein PG, Matey JR, Pitts K (1997) A review of statistical software for the Apple Macintosh. Am Stat 51:67–82
Su B, Wang A, Wang G, Wang Y, Jiang T (2016) Spatiotemporal variations of soil moisture in the Tarim River basin, China. Int J Appl Earth Observ Geoinf 48:122–130
Sun B, Zhou S, Zhao Q (2003) Evaluation of spatial and temporal changes of soil quality based on geostatistical analysis in the hill region of subtropical China. Geoderma 115:85–99
Taylor KE, Stouffer RJ, Meehl GA (2012) An overview of CMIP5 and the experiment design. Bull Am Meteoral Soc 93:485–498
Thaysen EM, Jessen S, Postma D, Jakobsen R, Jacques D, Ambus P, Laloy E, Jakobsen I (2014) Effects of lime and concrete waste of vadose zone carbon cycling. Vadose Zone J 13(11):11
Thomson AM, Izaurralde RC, Rosenberg NJ, He X (2006) Climate change impacts on agriculture and soil carbon sequestration potential in the Huang-Hai Plain of China. Agric Ecosyst Environ 114:195–209
Van Genuchten MT (1980) A closed form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Sci Soc Am J 44:892–898
Vance ED, Brookes PC, Jenkinson DS (1987) An extraction method for measuring soil microbial biomass C. Soil Biol Biochem 19:703–707
Wang D, Anderson DW (1998) Direct measurement of organic carbon content in soils by the Leco CR-12 carbon analyzer. Commun Soil Sci Plant Anal 29:15–21
Wang XC, Li J, Tahir MN, Hao MD (2011) Validation of the EPIC model using a long-term experimental data on the semi-arid Loess Plateau of China. Math Comput Model 54:976–986
Wang Y, Yang J, Chen Y, Wang A, De Maeyer P (2018) The spatiotemporal response of soil moisture to precipitation and temperature changes in an arid region, China. Remote Sens 10:468
Wei J, Jiang Y, Fu M, Zhang Y, Xu Z (2011) Effects of water addition and fertilization on soil nutrient contents and pH value of typical grassland in Inner Mongolia. Chin J Ecol 30:1642–1646
Wilson BR, Koen TB, Barnes P, Ghosh S, King D (2011) Soil carbon and related soil properties along a soil type and land-use intensity gradient, New South Wales, Australia. Soil Use Manage 27:437–447
Wu HH, Wiesmeier M, Yu Q, Steffens M, Han XG, Kögel- Knabner I (2012) Labile organic C and N mineralization of soil aggregate size classes in semiarid grasslands as affected by grazing management. Biol Fertil Soils 48:305–313
Wutzler T, Reichstein M (2008) Colimitation of decomposition by substrate and decomposers—a comparison of model formulations. Biogeosciences 5:749–759
Xia X, Yang Z, Liao Y, Cui Y, Li Y (2010) Temporal variation of soil carbon stock and its controlling factors over the last two decades on the southern Song-nen Plain, Heilongjiang Province. Geosci Front 1(1):125–132
Xiong W, Balkovic J, Van Der Velde M, Zhang X, Izaurralde RC, Skals R, Lin E, Mueller N, Obersteiner M (2013) A calibration procedure to improve global rice yield simulations with EPIC. Ecol Model 273:128–139
Xiong X, Grunwald S, Myers DB, Ross CW, Harris WG, Comerford NB (2014) Interaction effects of climate and land use/land cover change on soil organic carbon sequestration. Sci Total Environ 493:974–982
Yin D, Nickovic S, Barbaris B, Chandy B, Sprigg W (2005) Modeling wind-blown desert dust in the southwestern United States for public health warning: a case study. Atmos Environ 39:6243
Zhao DS, Wu SH, Yin YH (2013) Dynamic responses of soil organic carbon to climate change in the Three-River Headwater region of the Tibetan Plateau. Clim Res 56:21–32
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The authors thank Prof. Jan W Hopmans and Prof. Jiří Šimůnek (University of California Davis, USA) for their helpful comments and recommendations.
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Haj-Amor, Z., Dhaouadi, L., Kim, DG. et al. Effects of climate change on key soil characteristics and strategy to enhance climate resilience of smallholder farming: an analysis of a pomegranate-field in a coastal Tunisian oasis. Environ Earth Sci 79, 470 (2020). https://doi.org/10.1007/s12665-020-09222-w
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DOI: https://doi.org/10.1007/s12665-020-09222-w