An improved Z-scan analysis approach is proposed by establishing and solving the saturable absorption (SA) and reverse-SA (RSA) models, respectively. Near-infrared femtosecond Z-scans are carried out on the synthesized gold nanorods (NRs) possessing the average length of 46 nm using a femtosecond laser operated at the wavelength of 800 nm, which is close to the peak position of longitudinal surface plasmon resonance (SPR) (710 nm) of gold NRs. At lower input intensity of less than 400 GW/cm 2 , the normalized transmission exhibits only SA phenomenon; however, when it exceeds 400 GW/cm 2 , both SA and RSA are observed. By using the presented Z-scan modeling and theory, the three-photon absorption (3PA) is identified in the material, and the 3PA cross-section is determined to be 1. Generally speaking, nonlinear absorption, which includes saturable absorption (SA), reverse-SA (RSA), multiphoton absorption (MPA), and free carrier absorption (FCA), possesses various applications [1−3] . For example, SA materials are applied extensively in laser pulse compression [4] , and optical bistability, among others, whereas RSA, 2PA, and MPA materials are applied in two-photon fluorescence microscopy and imaging [5−7] , 3D optical storage, microfabrication [8−10] , up-conversion lasing [11−13] , and optical limiting [14] . Therefore, identifying different nonlinear absorption processes is important, especially for the acquisition of corresponding nonlinear absorption parameters, such as the saturable intensity for saturable absorber, 2PA cross-section for 2PA material, and MPA coefficient for MPA material.The Z-scan technique, which was first proposed by Sheik-Bahae et al. [15] , was widely used for characterizing the optical nonlinearities of a sample with simple apparatus, as well as relatively high sensitivity. In Ref.[15], 2PA was analyzed as an example, where the normalized energy transmittance was expressed as a summation of numerical evaluations, thereby obtaining the 2PA coefficient . With the research of diverse materials, other nonlinear and simultaneously appearing absorption processes have been observed from open aperture (OA) Z-scan traces [16−19] . Therefore, distinguishing the nonlinear absorption effects and acquiring the related nonlinear parameters for the materials possessing more than one nonlinear absorption effect are important.Consequently, in this letter, we establish an improved Z-scan technique model for charactering a nonlinear, optical, and thin absorber with SA, RSA (including 2PA, 3PA, and other MPA), or both processes. We divide the absorption term into two parts, SA and RSA, and the solution of each phenomenon is derived individually.First, for SA, by using the similar main principle Gu et al. [20] , the computational difficulty is reduced by utilizing the improved Adomian operator. The first seven terms of normalized transmittance polynomial are identified, which are sufficient for characterizing the complicated nonlinear absorption process. After acquiring the saturable intensity from the...