Abstract
Soil moisture capacity improvement could be a solution to increase the water productivity under drought condition. In this study, a try has been made to evaluate the influence of the superabsorbent polymer as a soil humidifier to increase root zone moisture content for maize cultivation. Field experiments were established in the Gotvand region of Khuzestan province, Iran. Three treatments of Aquasorb 3005 application (0, 300, and 600 kg/ha) and four irrigation strategies were considered in three replications for two growing seasons of 2019 and 2020 (from March to July). Irrigation planning, cultivation costs, biomass, harvest index and canopy cover were measured at different time steps of the growing seasons to provide growth simulation models using AquaCrop software. Minimum error test showed that the use of Aquasorb 3005 increased the yield of the product at 1% confidence level. Moreover, the depth and timing of irrigation were optimized by whale optimization algorithm with the objective of maximization of biomass under the water resources and economic constraints. Results illustrated the influence of superabsorbent application and irrigation planning on the improvement of water productivity.
Similar content being viewed by others
References
Al-Obaidy H, Karimian Z, Samiei L, Tehranifar A (2019) Application of superabsorbent and mulch on some traits of African marigold (Tagetes erecta) under irrigation intervals. J Ornam Plants. 993:153–164
Bi D, Dan C, Khayatnezhad M, Sayyah Hashjin Z, Li Z, Ma Y (2021) Molecular identification and genetic diversity in Hypericum L.: a high value medicinal plant using RAPD markers. Genetika 53:393–405
Cai X, Zhong S, Wang J, Shi K (2020) Robust H∞ control for uncertain delayed T-S fuzzy systems with stochastic packet dropouts. Appl Math Comput 385:125432. https://doi.org/10.1016/j.amc.2020.125432
Cai X, Shi K, Zhong S, Wang J, Tang Y (2021a) Dissipative analysis for high speed train systems via looped-functional and relaxed condition methods. Appl Math Model 96:570–583. https://doi.org/10.1016/j.apm.2021.03.042
Cai X, Wang J, Zhong S, Shi K, Tang Y (2021b) Fuzzy quantized sampled-data control for extended dissipative analysis of T-S fuzzy system and its application to WPGSs. J Frankl Inst Eng Appl Math 2(358):1350–1375. https://doi.org/10.1016/j.jfranklin.2020.12.002
Chen S, Shao D, Tan X, Gu W, Lei C (2019) Nonstationary stochastic simulation-based water allocation method for regional water management. J Water Resour Plan Manage 145(3):0014523
Chen Z, Zhang H, He X, Fan G, Li X, He Z, Zhang L (2021) Fabrication of cellulosic paper containing zeolitic imidazolate framework and its application in removal of anionic dye from aqueous solution. Bio Resour 16(2):2644–2654. https://doi.org/10.15376/biores.16.2.2644-2654
Fallahi HR, Taherpour R, Shajari M, Soltanizadeh MG (2015) Effect of super absorbent polymer and irrigation deficit on water use efficiency, growth and yield of cotton. Not Sci Biol 7(3):338–344
FAO. 2012. Crop yield response to water by P. Steduto, T.C. Hsiao, E. Fereres, and D. Raes. FAO Irrigation and Drainage Paper No. 66. Rome.
Fernando TN, Aruggoda AGB, Disanayaka CK, Kulathunge S (2013) Effect of super water absorbent polymer and watering capacity on growth of Tomato (Lycopersicon esculentum Mill). J Eng Technol 1(2):1–14
Ghanbari M, Javan SM (2018) Study the effects of super absorbent application on maize under drought stress condition. Int J Agric Innov Res 3(3):845–849
Gholamin R, Khayatnezhad M (2021) Impacts of PEG-6000-induced drought stress on Chlorophyll content, relative water content (RWC), and RNA content of peanut (Arachis hypogaea L.) roots and leaves. Biosci Res 18:393–402
Han C, Zhang B, Chen H, Wei Z, Liu Y (2019) Spatially distributed crop model based on remote sensing. Agric Water Manag 218:165–173. https://doi.org/10.1016/j.agwat.2019.03.035
Hsiao TC, Heng L, Steduto P, Rojas-Lara B, Raes D, Fereres E (2009) AquaCrop - The FAO crop model to simulate yield response to water: III Parameterization and testing for maize. Agron J 101(3):448–459
Huang D, Wang J, Khayatnezhad M (2021) Estimation of actual evapotranspiration using soil moisture balance and remote sensing. Iran J Sci Technol Trans Civil Eng. https://doi.org/10.1007/s40996-020-00575-7
Ibuot JC, Ekpa MMM, Okoroh DO, Akpan AS, Omeje ET (2021) Geoelectric study of groundwater repository in parts of akwa ibom state Southern Nigeria. Water Conserv Manag 4(2):99–102. https://doi.org/10.26480/WCM.02.2020.99.102
Jia Y, Khayatnezhad M, Mehri S (2020) Population differentiation and gene flow in Erodium cicutarium: a potential medicinal plant. Genetika 52(3):1127–1144
Karasakal A, Khayatnezhad M, Gholamin R (2020a) The durum wheat gene sequence response assessment of Triticum durum for dehydration situations utilizing different indicators of water deficiency. Biosc Biotech Res Comm 13(4):2050–2057
Karasakal A, Khayatnezhad M, Gholamin R (2020b) The effect of saline, drought, and presowing salt stress on nitrate reductase activity in varieties of eleusine coracana (Gaertn). Biosc Biotech Res Comm 13(4):2087–2091
Khayatnezhad M, Gholamin R (2021a) The effect of drought stress on the superoxide dismutase and Chlorophyll content in durum wheat genotypes. Adv Life Sci 8:119–123
Khayatnezhad M, Gholamin R (2021b) Impacts of drought stress on corn cultivars (Zea mays L.) at the germination stage. Biosci Res 18:409–414
Khayatnezhad M, Nasehi F (2021) Industrial pesticides and a methods assessment for the reduction of associated risks: a Review. Adv Life Sci 8:202–210
Lalehzari R, Boroomand-Nasab S, Moazed H, Haghighi A (2016) Multi-objective management of water allocation to sustainable irrigation planning and optimal cropping pattern. J Irri Drain Eng 142(1):05015008
Lalehzari R, Boroomand Nasab S, Moazed H, Haghighi A, Yaghoobzadeh M (2020) Simulation-optimization modeling for water resources management using NSGAII-OIP and Modflow. Irri Drain. https://doi.org/10.1002/ird.2424
Li A, Mu X, Zhao X, Xu J, Khayatnezhad M, Lalehzari R (2021a) Developing the non-dimensional framework for water distribution formulation to evaluate sprinkler irrigation. Irrig Drain. https://doi.org/10.1002/ird.2568
Li X, Zhang C, Zhang B, Wu D, Shi Y, Zhang W, Fu S (2021b) Canopy and understory nitrogen addition have different effects on fine root dynamics in a temperate forest: implications for soil carbon storage. New Phytol. https://doi.org/10.1111/nph.17460
Li X, Zhang C, Zhang B, Wu D, Zhu D, Zhang W, Fu S (2021c) Nitrogen deposition and increased precipitation interact to affect fine root production and biomass in a temperate forest: Implications for carbon cycling. Sci Total Environ 765:144497. https://doi.org/10.1016/j.scitotenv.2020.144497
Liu M, Xue Z, Zhang H, Li Y (2021) Dual-channel membrane capacitive deionization based on asymmetric ion adsorption for continuous water desalination. Electrochem Commun 125:106974. https://doi.org/10.1016/j.elecom.2021.106974
Ma A, Ji J, Khayatnezhad M (2021) Risk-constrained non-probabilistic scheduling of coordinated power-to-gas conversion facility and natural gas storage in power and gas based energy systems. Sustain Energy Grids Netw 26:1078
Mafarja MM, Mirjalili SA (2017) Hybrid whale optimization algorithm with simulated annealing for feature selection. Neurocomputing 260:302–312
Miao R, Ma J, Liu Y, Liu Y, Guo YZ, M, (2019) Variability of aboveground litter inputs alters soil carbon and nitrogen in a coniferous–broadleaf mixed forest of central china. Forests 10(2):188. https://doi.org/10.3390/f10020188
Mirjalili SA, Lewis A (2016) The whale optimization algorithm. Adv Eng Softw 95:51–67
Moslemi Z, Habibi D, Asgharzadeh A, Ardakani MR, Mohammadi A, Sakari A (2012) Effects of super absorbent polymer and plant growth promoting Rhizobacteria on yield and yield components of Maize under drought stress and normal conditions. Am Eurasian J Agric Environ Sci 12(3):358–364
Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models. Part 1. A discussion of principles. J Hydrol 10(3):282–292
Nasiri A, Samdaliri M, Rad AS, Shahsavari N, Kale AM, Jabbari H (2017) Effect of plant density on yield and physiological characteristics of six canola cultivars. J Sci Agri 1:249–253
Nejad RM, Berto F, Wheatley G, Tohidi M, Ma W (2021) On fatigue life prediction of Al-alloy 2024 plates in riveted joints. Structures 33:1715–1720. https://doi.org/10.1016/j.istruc.2021.05.055
Parsinejad M, Bemani-Yazdi A, Araghinejad S, Nejadhashemi AP, Sarai Tabrizi M (2013) Optimal water allocation in irrigation networks based on real time climatic data. Agri Water Manage 117:1–8
Qin R, Wang S, Xiang F (2021) Structural changes and in vitro enzymatic digestibility of starch-lipid vomplexes altered by high hydrostatic pressure. Food Res Dev 42(3):25–30
Quan Q, Gao S, Shang Y, Wang B (2021) Assessment of the sustainability of Gymnocypris eckloni habitat under river damming in the source region of the Yellow River. Sci Total Environ 778:146312. https://doi.org/10.1016/j.scitotenv.2021.146312
Raes D, Steduto P, Hsiao T, Freres E (2012) Reference manual AquaCrop, FAO, land and water division, Rome Italy
Ren J, Khayatnezhad M (2021) Evaluating the storm water management model to improve urban water allocation system in drought conditions. Water Supply. https://doi.org/10.2166/ws.2021.027
Sarwar MT, Hui ZH, Xin YJ, Jiang SW, Yong T, Jie LB, Song TS (2019) Mitigation techniques to overcome water scarcity issues. Water Conserv Manag 3(1):30–31. https://doi.org/10.26480/wcm.01.2019.30.31
Sedghamiz A, Nikoo MR, Heidarpour M, Sadegh M (2018) Developing a non-cooperative optimization model for water and crop area allocation based on leader-follower game. J Hydrol 567:51–59
Shahhosseini M, Martinez-Feria RA, Hu G, Archontoulis SV (2019) Maize yield and nitrate loss prediction with machine learning algorithms. Environ Res Lett 14:124026
Si X, Gao L, Song Y, Khayatnezhad M, Minaeifar AA (2020) Understanding population differentiation using geographical, morphological and genetic characterization in Erodium cicunium. Indian J Genet 80(4):459–467
Steduto P, Hsiao TC, Raes D, Fereres E (2009) AquaCrop, FAO crop model to simulate yield response to water I. concepts and underlying principles. Agron J 101:426–437
Sun X, Khayatnezhad M (2021) Fuzzy-probabilistic modeling the flood characteristics using bivariate frequency analysis and α-cut decomposition. Water Supply. https://doi.org/10.2166/ws.2021.186
Sun Q, Lin D, Khayatnezhad M, Taghavi M (2021) Investigation of phosphoric acid fuel cell, linear fresnel solar reflector and organic ranking cycle polygeneration energy system in different climatic conditions. Process Saf Environ Prot 147:993–1008
Tao Z, Cui Z, Yu J, Khayatnezhad M (2021) Finite difference modeling of groundwater flow for constructing artificial recharge structures. Iran J Sci Technol Trans Civil Eng. https://doi.org/10.1007/s40996-021-00698-5
Varzi M, Trout TJ, DeJonge KC, Oad R (2019) Optimal water allocation under deficit irrigation in the context of Colorado Water Law. J Irri Drain Eng 145(5):0015634
Venegas-Quiñones HL, Thomasson M, Garcia-Chevesich PA (2020) Water scarcity or drought? The cause and solution for the lack of water in Laguna de Aculeo. Water Conserv Manag 4(1):42–50. https://doi.org/10.26480/wcm.01.2020.42.50
Wu B, Jin C, Monfort A, Hua D (2021) Generous charity to preserve green image? Exploring linkage between strategic donations and environmental misconduct. J Bus Res 131:839–850. https://doi.org/10.1016/j.jbusres.2020.10.040
Xu J, Li Y, Ren C, Wang S, Vanapalli SK, Chen G (2021a) Influence of freeze-thaw cycles on microstructure and hydraulic conductivity of saline intact loess. Cold Reg Sci Technol. https://doi.org/10.1016/j.coldregions.2020.103183
Xu YP, Ouyang P, Xing SM, Qi LY, Khayatnezhad M, Jafari H (2021b) Optimal structure design of a PV/FC HRES using amended Water Strider Algorithm. Energy Rep 7:2057–2067
Yin J, Khayatnezhad M, Shakoor A (2021) Evaluation of genetic diversity in Geranium (Geraniaceae) using RAPD marker. Genetika 53:363–378
Zhang K, Chao L, Wang Q, Huang Y, Liu R, Hong Y, Ye J (2019) Using multi-satellite microwave remote sensing observations for retrieval of daily surface soil moisture across China. Water Sci Eng 12(2):85–97. https://doi.org/10.1016/j.wse.2019.06.001
Zhang W, Hu Y, Liu J, Wang H, Wei J, Sun P, Zheng H (2020) Progress of ethylene action mechanism and its application on plant type formation in crops. Saudi J Biol Sci 27(6):1667–1673. https://doi.org/10.1016/j.sjbs.2019.12.038
Zhu P, Saadati H, Khayatnezhad M (2021) Application of probability decision system and particle swarm optimization for improving soil moisture content. Water Supply. https://doi.org/10.2166/ws.2021.169
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Rahmani, M.R., Khoshnavaz, S., Boroomand Nasab, S. et al. Water Allocation Based on Real-Time Simulation for Improving Soil Water Content. Iran J Sci Technol Trans Civ Eng 46, 2301–2313 (2022). https://doi.org/10.1007/s40996-021-00724-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40996-021-00724-6