IDEAS home Printed from https://ideas.repec.org/a/eee/agisys/v182y2020ics0308521x19310455.html
   My bibliography  Save this article

SSM-iCrop2: A simple model for diverse crop species over large areas

Author

Listed:
  • Soltani, A.
  • Alimagham, S.M.
  • Nehbandani, A.
  • Torabi, B.
  • Zeinali, E.
  • Dadrasi, A.
  • Zand, E.
  • Ghassemi, S.
  • Pourshirazi, S.
  • Alasti, O.
  • Hosseini, R.S.
  • Zahed, M.
  • Arabameri, R.
  • Mohammadzadeh, Z.
  • Rahban, S.
  • Kamari, H.
  • Fayazi, H.
  • Mohammadi, S.
  • Keramat, S.
  • Vadez, V.
  • van Ittersum, M.K.
  • Sinclair, T.R.

Abstract

Crop models are essential in undertaking large scale estimation of crop production of diverse crop species, especially in assessing food availability and climate change impacts. In this study, an existing model (SSM, Simple Simulation Models) was adapted to simulate a large number of plant species including orchard species and perennial forages. Simplification of some methods employed in the original model was necessary to deal with limited data availability for some of the plant species to be simulated. The model requires limited, readily available input information. The simulations account for plant phenology, leaf area development and senescence, dry matter accumulation, yield formation, and soil water balance in a daily time step. Parameterization of the model for new crops/cultivars is easy and straight-forward. The resultant model (SSM-iCrop2) was parameterized and tested for more than 30 crop species of Iran using numerous field experiments. Tests showed the model was robust in the predictions of crop yield and water use. Root mean square of error as percentage of observed mean for yield was 18% for grain field crops, 14% for non-grain crops 14% for vegetables and 28% for fruit trees.

Suggested Citation

  • Soltani, A. & Alimagham, S.M. & Nehbandani, A. & Torabi, B. & Zeinali, E. & Dadrasi, A. & Zand, E. & Ghassemi, S. & Pourshirazi, S. & Alasti, O. & Hosseini, R.S. & Zahed, M. & Arabameri, R. & Mohammad, 2020. "SSM-iCrop2: A simple model for diverse crop species over large areas," Agricultural Systems, Elsevier, vol. 182(C).
    • Handle: RePEc:eee:agisys:v:182:y:2020:i:c:s0308521x19310455
    DOI: 10.1016/j.agsy.2020.102855
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308521X19310455
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.agsy.2020.102855?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kropp, Ian & Nejadhashemi, A. Pouyan & Deb, Kalyanmoy & Abouali, Mohammad & Roy, Proteek C. & Adhikari, Umesh & Hoogenboom, Gerrit, 2019. "A multi-objective approach to water and nutrient efficiency for sustainable agricultural intensification," Agricultural Systems, Elsevier, vol. 173(C), pages 289-302.
    2. Le, Kieu N. & Jeong, Jaehak & Reyes, Manuel R. & Jha, Manoj K. & Gassman, Philip W. & Doro, Luca & Hok, Lyda & Boulakia, Stéphane, 2018. "Evaluation of the performance of the EPIC model for yield and biomass simulation under conservation systems in Cambodia," Agricultural Systems, Elsevier, vol. 166(C), pages 90-100.
    3. Ghanem, Michel Edmond & Marrou, Hélène & Biradar, Chandrashekhar & Sinclair, Thomas R., 2015. "Production potential of Lentil (Lens culinaris Medik.) in East Africa," Agricultural Systems, Elsevier, vol. 137(C), pages 24-38.
    4. Schoppach, Rémy & Soltani, Afshin & Sinclair, Thomas R. & Sadok, Walid, 2017. "Yield comparison of simulated rainfed wheat and barley across Middle-East," Agricultural Systems, Elsevier, vol. 153(C), pages 101-108.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Marrou, Hélène & Ghanem, Michel Edmond & Amri, Moez & Maalouf, Fouad & Ben Sadoun, Sarah & Kibbou, Fatimaezzhara & Sinclair, Thomas R., 2021. "Restrictive irrigation improves yield and reduces risk for faba bean across the Middle East and North Africa: A modeling study," Agricultural Systems, Elsevier, vol. 189(C).
    2. Dadrasi, Amir & Torabi, Benjamin & Rahimi, Asghar & Soltani, Afshin & Zeinali, Ebrahim, 2022. "Modeling Potential production and yield gap of potato using modelling and GIS approaches," Ecological Modelling, Elsevier, vol. 471(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Marrou, Hélène & Ghanem, Michel Edmond & Amri, Moez & Maalouf, Fouad & Ben Sadoun, Sarah & Kibbou, Fatimaezzhara & Sinclair, Thomas R., 2021. "Restrictive irrigation improves yield and reduces risk for faba bean across the Middle East and North Africa: A modeling study," Agricultural Systems, Elsevier, vol. 189(C).
    2. Karner, Katrin & Schmid, Erwin & Schneider, Uwe A. & Mitter, Hermine, 2021. "Computing stochastic Pareto frontiers between economic and environmental goals for a semi-arid agricultural production region in Austria," Ecological Economics, Elsevier, vol. 185(C).
    3. Alary, Véronique & Messad, Samir & Aboul-Naga, Adel & Osman, Mona A. & H. Abdelsabour, Taha & Salah, Abdel-Aal E. & Juanes, Xavier, 2020. "Multi-criteria assessment of the sustainability of farming systems in the reclaimed desert lands of Egypt," Agricultural Systems, Elsevier, vol. 183(C).
    4. Fanqi Zou & Tinghui Li, 2022. "The Impact of Agricultural Ecological Capital Investment on the Development of Green Circular Economy," Agriculture, MDPI, vol. 12(4), pages 1-21, March.
    5. Kieu N. Le & Manoj K. Jha & Jaehak Jeong & Philip W. Gassman & Manuel R. Reyes & Luca Doro & Dat Q. Tran & Lyda Hok, 2018. "Evaluation of Long-Term SOC and Crop Productivity within Conservation Systems Using GFDL CM2.1 and EPIC," Sustainability, MDPI, vol. 10(8), pages 1-17, July.
    6. McClelland, Shelby C. & Paustian, Keith & Williams, Stephen & Schipanski, Meagan E., 2021. "Modeling cover crop biomass production and related emissions to improve farm-scale decision-support tools," Agricultural Systems, Elsevier, vol. 191(C).
    7. Anna Raschke & J. Sebastian Hernandez-Suarez & A. Pouyan Nejadhashemi & Kalyanmoy Deb, 2021. "Multidimensional Aspects of Sustainable Biofuel Feedstock Production," Sustainability, MDPI, vol. 13(3), pages 1-19, January.
    8. Puertes, Cristina & Bautista, Inmaculada & Lidón, Antonio & Francés, Félix, 2021. "Best management practices scenario analysis to reduce agricultural nitrogen loads and sediment yield to the semiarid Mar Menor coastal lagoon (Spain)," Agricultural Systems, Elsevier, vol. 188(C).
    9. Amiri, Zahra & Asgharipour, Mohammad Reza & Campbell, Daniel E. & Armin, Mohammad, 2020. "Extended exergy analysis (EAA) of two canola farming systems in Khorramabad, Iran," Agricultural Systems, Elsevier, vol. 180(C).
    10. Navvab Haji Hassani Asl & Farhad Farah Vash & Mohsen Roshdi & Bahram Mir Shekari & Mehdi Gaffari, 2024. "The effect of exogenous application of salicylic acid and ascorbic acid on forage quality and yield of maize (Zea mays L.) under water deficit conditions," Plant, Soil and Environment, Czech Academy of Agricultural Sciences, vol. 70(3), pages 142-153.
    11. Sam R. Carroll & Kieu Ngoc Le & Beatriz Moreno-García & Benjamin R. K. Runkle, 2020. "Simulating Soybean–Rice Rotation and Irrigation Strategies in Arkansas, USA Using APEX," Sustainability, MDPI, vol. 12(17), pages 1-17, August.
    12. Giannini, Vittoria & Mula, Laura & Carta, Marcella & Patteri, Giacomo & Roggero, Pier Paolo, 2022. "Interplay of irrigation strategies and sowing dates on sunflower yield in semi-arid Mediterranean areas," Agricultural Water Management, Elsevier, vol. 260(C).
    13. Wang, Yongqiang & Huang, Donghua & Sun, Kexin & Shen, Hongzheng & Xing, Xuguang & Liu, Xiao & Ma, Xiaoyi, 2023. "Multiobjective optimization of regional irrigation and nitrogen schedules by using the CERES-Maize model with crop parameters determined from the remotely sensed leaf area index," Agricultural Water Management, Elsevier, vol. 286(C).
    14. Shaaban, Ahmad Shams Aldien & Wahbi, Ammar & Sinclair, Thomas R., 2018. "Sowing date and mulch to improve water use and yield of wheat and barley in the Middle East environment," Agricultural Systems, Elsevier, vol. 165(C), pages 26-32.
    15. Amiri, Seyedreza & Eyni-Nargeseh, Hamed & Rahimi-Moghaddam, Sajjad & Azizi, Khosro, 2021. "Water use efficiency of chickpea agro-ecosystems will be boosted by positive effects of CO2 and using suitable genotype × environment × management under climate change conditions," Agricultural Water Management, Elsevier, vol. 252(C).
    16. Sarkar, Apurbo & Azim, Jony Abdul & Asif, Abdullah Al & Qian, Lu & Peau, Anamika Kor, 2021. "Structural equation modeling for indicators of sustainable agriculture: Prospective of a developing country’s agriculture," Land Use Policy, Elsevier, vol. 109(C).
    17. Hao Jin & Shuai Huang, 2021. "Are China’s Water Resources for Agriculture Sustainable? Evidence from Hubei Province," Sustainability, MDPI, vol. 13(6), pages 1-17, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:agisys:v:182:y:2020:i:c:s0308521x19310455. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/agsy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.