North African knapweed (Centaurea diluta Aiton) is an annual weed that is widespread in southern Spain and is of increasing concern in dryland cropping systems. Despite its expanding range in Spain, there is limited information on the emergence timing and pattern of this species, knowledge of which is critical for developing more timely and effective management strategies. Therefore, there is a need to develop simple and reliable models to predict the timing and emergence of this annual weed under dryland conditions. A multi-location field experiment was established across Spain in 2016 to 2017 to assess the emergence of C. diluta. At each of 11 locations, seeds were sown in the fall, and emergence was recorded. Overall emergence averaged 39% in the first year across all sites and 11% in the second year. In both years, the main emergence flush occurred at the beginning of the growing season. A three-parameter Weibull function best described seedling emergence of C. diluta. Emergence models were developed based on thermal time (TT) and hydrothermal time (HTT) and showed high predictability, as evidenced by root mean-square error prediction values of 10.8 and 10.7, respectively. Three cardinal points were established for TT and HHT at 0.5, 10, and 35 C for base, optimal, and ceiling temperatures, respectively, while base water potential was estimated at –0.5 MPa.
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23 March 2020
Modeling the Emergence of North African Knapweed (Centaurea diluta), an Increasingly Troublesome Weed in Spain
Carlos Sousa-Ortega,
Aritz Royo-Esnal,
Antonio DiTommaso,
Jordi Izquierdo,
Iñigo Loureiro,
Ana I. Marí,
Fernando Cordero,
Manuel Vargas,
Milagros Saavedra,
José A. Paramio,
José L. Fernández,
Joel Torra,
José M. Urbano
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Weed Science
Vol. 68 • No. 3
May 2020
Vol. 68 • No. 3
May 2020
Hydrothermal model
North African knapweed
RMSEP
seedling emergence model
thermal model
Weibull
