Corrosion Communications 5 (2022) 25–38 Contents lists available at ScienceDirect Corrosion Communications journal homepage: www.elsevier.com/locate/corcom Review Plant extracts as sustainable and green corrosion inhibitors for protection of ferrous metals in corrosive media: A mini review Ali Zakeri a,b,∗, Elnaz Bahmani b, Alireza Sabour Rouh Aghdam b a b Department of Materials Science and Engineering, McMaster University, Hamilton, Ontario L8S 4L7, Canada Department of Materials Engineering, Tarbiat Modares University, Tehran P.O. Box: 14115-143, Tehran, Iran a r t i c l e i n f o Article history: Received 22 November 2021 Received in revised form 19 February 2022 Accepted 1 March 2022 Available online 17 April 2022 Keywords: Corrosion protection Corrosion inhibitor Green chemistry Plant extracts Phytochemicals a b s t r a c t Application of green corrosion inhibitors, which reduce corrosion rates to the appropriate level with low environmental impact, is one of the emerging key approaches of controlling corrosion in modern society. From the standpoint of environmental compatibility, this research field is undergoing significant developments. Nowadays, due to increasing ecological awareness, corrosion inhibitors are subject to stringent restrictions and regulations enforced by environmental agencies in a number of nations. According to these requirements, these chemicals must be environmentally acceptable and safe. In light of this, intensive research has been undertaken in recent years aimed at development of green corrosion inhibitors from plant extracts. Being readily available, inexpensive, biodegradable, and safe make these substances promising alternatives to the hazardous conventional corrosion inhibitors. The purpose of this review article is to summarize, in a brief manner, a compilation of recent prominent papers on utilizing plant extracts as sustainable and green corrosion inhibitors. In addition, some discussions were made on the benefits and drawbacks of employing these substances for protection of metals. © 2022 The Author(s). Published by Elsevier B.V. on behalf of Institute of Metal Research, Chinese Academy of Sciences. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/) 1. Introduction The broad array of structural materials available to advanced and emerging technologies has expanded the series from which they are chosen, allowing engineers to select the most suited material for each application based on physical or mechanical characteristics. Metallic materials have an essential role in a nation’s development and its long-term progress in the global economy. There is no application, however, where the consequence of a metal or alloy’s interaction with its surroundings can be entirely ignored. Corrosion is a natural process in which metals and alloys attempt to return to their more stable thermodynamic state as a result of chemical attack or reactivity with their surroundings. In other words, metals, with the exception of platinum and gold, are found in nature in impure forms, mainly as oxides or sulfides, which are stable. In most processing techniques, energy is consumed to obtain pure metals, causing the pure metals to be in a higher energy state compared to their ore. As a result, metals corrosion is the simplest and fastest way to reach their most stable state. Corrosion can also be triggered by natural or man-made causes. In general, metals corrosion is described as the natural and inevitable loss of desired metal characteristics due to interaction with particular elements present in the environment. Corrosion is proven ∗ to be hazardous to both the environment and human health [1]. Corrosion-related issues are currently being considered in a number of situations, ranging from the drinking water pipes to oil and gas distribution. It should be noted that the term corrosion does not include predominately physical or mechanical processes such as evaporation, melting, or mechanical fracture [2]. Corrosion reactions are frequently electrochemical in nature. The hydrogen evolution and the oxygen reduction are the two most prevalent reactions that keep a corrosion process progressing in acidic media and neutral/alkaline environments, respectively. Corrosion in metals and alloys is caused by a variety of factors; some of the most important environmental causes are schematically shown in Fig. 1. Aside from the factors depicted in this figure, the temperature of the environment has a significant effect on corrosion. Furthermore, the presence of some bacteria species inside a biofilm on steel can speed up and promote the progress of an already existent corrosion process. It is worth adding that corrosion chemistry is rapidly evolving, and each chemical process is scrutinized from the standpoints of economics, environmental impact, and safety. Because of the presence of acidic environments, metals and alloys in general exhibit a high susceptibility to corrosion. Metals are vulnerable to corrosion in acidic solutions because the acid can target the metal’s Corresponding author. E-mail address: [email protected] (A. Zakeri). https://doi.org/10.1016/j.corcom.2022.03.002 2667-2669/© 2022 The Author(s). Published by Elsevier B.V. on behalf of Institute of Metal Research, Chinese Academy of Sciences. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/) A. Zakeri, E. Bahmani and A.S.R. Aghdam Corrosion Communications 5 (2022) 25–38 surface via an interfacial reaction and result in its dissolution (releasing ions), which can happen in a variety of industrial operations. Acid solution has been utilized in industrial applications such as industrial acid descaling, acid cleaning, acid pickling, and mill scale removal from metal surfaces, for instance. It is pertinent to mention that corrosion damages are more prevalent in the processes of obtaining pure metals from their metallic ores. These techniques use extremely concentrated acidic solutions, which cause the breakdown of metallic components as well as forming surface imperfections like scale and rust. Besides, corrosion in the oil and gas industry might be linked to the nature of crude oil, which promotes corrosion caused by hazardous components such as naphthenic acid and sulfur. Corrosion can be regarded as a critical problem that necessitates prompt attention since it poses a threat to safety, material conservation, and economic concerns in a variety of engineering applications. Corrosion, in general, causes serious failure in some structures, such as rapid corrosion of metallic sections, which can be expensive to restore. Furthermore, due to system shutdowns, it causes time to be lost during maintenance. It has been reported that a lack of corrosion prevention led to increased costs for issues such as repair, maintenance, and rehabilitation, as well as the replacement of damaged installations. Corrosion costs worldwide increased to USD 2.5 trillion in 2013, accounting for 3.4 percent of global GDP. It is projected that implementing available corrosion control measures might save between 15 and 35 percent of the cost of corrosion, or between US$375 and $875 billion annually on a global scale [3]. The indirect corrosion cost for different countries that is reported annually, is displayed in Fig. 2. Since the world is experiencing technological improvement, this cost is projected to rise in the upcoming years, if no substantial measures are adopted in corrosion control and protection. In the science and engineering of corrosion protection, several approaches have been used. Material selection, electrochemical methods, deposition of coatings, and the application of corrosion inhibitors are some of the popular ones [10–12]. The use of corrosion inhibitors (CIs) is one of the most economical and convenient of these approaches to implement. The CIs are substances that, when added in small concentrations in a corrosive media, can reduce the rate of metal degradation. For instance, inorganic chemicals, especially chromates and their derivatives, are recognized for their strong inhibitory properties. Nonetheless, due to their toxicity and harmful influence on human life and the ecosystems, environmental regulations have restricted their employment. On the other hand, natural products, such as plant extracts, are widely available and cost-effective. As a result, the twenty-first century has seen a surge in green chemistry research and its application in CIs. There has been a massive wave of studies into corrosion inhibition using extracts from different parts of the plant, as shown in Fig. 3. In fact, bioactive chemicals contained in plant extracts have been demonstrated to be just as efficacious as synthetic inhibitors. Inspired by the large number of research papers published on green corrosion inhibitors in recent years [13–20], we thought it was important to conduct a short review in order to include up-to-date information and present future research directions in this field. 2. Conventional corrosion inhibitors As previously stated, effective corrosion prevention and control are required, which can minimize financial losses while also improving industrial safety and material longevity. The first option for preventing or limiting corrosion phenomena is to choose a suitable material based on its end design and application. Second, environmental conditions, including pH, temperature, and content of reactive species to name a few, should be controlled, and predetermined inhibitor concentrations should be added if necessary. Separating the component from corrosive media by protective coatings [21–24] and compensating for the electrons that have been lost through cathodic protection [25] are also among the ways to prevent and control corrosion. Up till now, employment of the corrosion inhibitors has been a widely-known method to control, avoid, or limit metal corrosion [26]. Indeed, the utilization of corrosion inhibitors is one of the most ideal and cost-effective strategies for reducing corrosion rates since these chemicals can be used in batch and/or continuous procedures with minimal concentration and strong adaptability [27,28]. In general, a CI is a chemical that, when introduced to an environment (e.g., process fluid) in a low quantity, can effectively slow down the rate of corrosion of exposed metal to its environment by modifying metal dissolution and excess acid consumption (in cleaning and pickling process of metals) [29]. The process of corrosion inhibition starts with the adsorption of CIs onto the surface of the metal, which forms a protective layer and interacts with anodic/cathodic reaction sites, lowering oxidation-reduction reactions. That being said, their inhibitory mechanism is not always clear to identify and investigate. Based on the electrode process types, anodic, cathodic, or mixed inhibitory effects are possible. It’s also worth noting that some CIs are highly particular to a specific material, as well as the environment, and may not function in other conditions. Traditional inorganic and organic corrosion inhibitors are two widely-used groups of CIs, mainly due to their simple processability and application, as well as their excellent efficiency at low concentrations [30]. Inorganic CIs are preferred in near-neutral environments, whereas organic CIs are desired in acidic environments [31]. An effective organic inhibitor will have polar functional groups in its structure that contain heteroatoms like O, S, or N atoms together with 𝜋 electrons, as well as a hydrophobic moiety that repels corrosive aqueous species off from the material surface. Fatty amides, pyridines, polymers, and imidazolines are among the organic chemicals used for corrosion inhibition purposes [32]. The molecules of these CIs can adsorb on the substrate surface via various mechanisms, including [33]: (i) hydrolysis of organic compounds (ii) donor-acceptor exchanges occurring between the 𝜋-electrons of CI molecules and the vacant d-orbital of iron substrate (iii) interaction of unshared electron pairs of the heteroatoms with the vacant d-orbital of iron substrate (iv) interaction of vacant orbital of the heteroatoms with the d-orbital electrons of iron substrate Furthermore, inorganic CIs can work at elevated temperatures for longer durations and are more affordable than organic ones; nevertheless, inorganic CIs cannot function in acid solutions stronger than 17% HCl (hydrochloric acid). Commercially available chemicals of this group include chromates, dichromates, phosphates, and arsenates [34]. It should be noted that the mentioned substances are nowadays considered as toxic and hazardous compounds which do not simply break down or lose their potency upon disposal; hence, threatening both humans and environmental health. This can lead to the accumulation of harmful substances, which has a larger risk of causing long-term problems such as cancer [1]. Moreover, the synthesis processes of conven- Fig. 1. Environmental causes of metals corrosion. 26 A. Zakeri, E. Bahmani and A.S.R. Aghdam Corrosion Communications 5 (2022) 25–38 tional CIs involve using expensive and toxic reagents, solvents, and catalysts; consequently, releasing large quantities of undesirable chemicals into the environment, which has a negative impact on soil and marine life [35,36]. As public understanding of the health and environmental consequences of industrial products comprising toxins has grown, more restrictive regulations on their usage have been enacted in the United States and Europe [37]. With this in mind, the widespread use of conventional CIs is being banned because of their toxicity and pollution effect on the environment. This has stimulated great interest in the development of green corrosion inhibitors (GCIs) among researchers [1,30]. It is worth noting that some of the first patented substances as CIs for the corrosion mitigation of iron in acidic media were of natural products, like flour and yeast, together with by-products of food industries [38,39]. Moreover, an increasing number of patents have been issued in the last two decades, dealing with the application of plant extracts as effective GCIs [40–44]. cept is based on the ideas of sustainability, reducing environmental consequences, and preserving natural resources for the following centuries [45]. The requirements for a chemical to be approved as a green corrosion inhibitor have been explicitly set out by legislative bodies such as the Paris Commission (PARCOM) and the Registration, Evaluation, Authorization and Restriction of Chemicals (REACH), which are: (i) nonbio-accumulative, (ii) bio-degradable, and (iii) zero or very minimal marine toxicity level [16]. PARCOM provides an environmental evaluation to find out how long a chemical can remain in the natural environment before it can be accepted for biodegradation, with a maximum of 60% degrading after 28 d. Moreover, the level of chemical deposition in the body is considered in the bioaccumulation assessment. The partition coefficient – a test of the chemical distribution between water mixture and octanol expressed as log (Po/w) – is used to investigate it. To be accepted, this value must be lower than 3 for each chemical [46]. In general, GCIs include various biodegradable and natural materials such as plant extracts, natural honey, herbs, oil, and drugs. A number of synthetic GCIs have also been reported in the literature, like surfactants and ionic liquids, which are out of the scope of this review. Fig. 4 presents some of the natural materials used as GCIs in corrosion studies. 3. Green corrosion inhibitors The principle of "green chemistry" refers to efforts toward establishing a comprehensive approach to chemical risk management. This con- Fig. 2. Indirect corrosion cost for different countries (data collected from Refs. [4–9]). Fig. 3. Number of publications in the past two decades reporting the use of plant extracts as green corrosion inhibitors (data collected from Scopus database). 27 Fig. 4. Natural materials used as green corrosion inhibitors. A. Zakeri, E. Bahmani and A.S.R. Aghdam Corrosion Communications 5 (2022) 25–38 3.1. Plant extracts as GCIs transform infrared spectroscopy (FTIR) [57], liquid chromatographymass spectrometry (LC-MS) [58], and gas chromatography-mass spectroscopy (GC-MS) [59]. Gravimetric investigation together with surface and electrochemical analyses are some of the approaches used to study corrosion inhibition behavior. The most frequent method for determining the efficiency of GCIs is weight loss measurement, and an inhibitory mechanism can be suggested based on the results. In this method, the efficiency of an inhibitor is evaluated on the account of substrate weight loss, which is recorded before and after immersion in the electrolyte [60]. In the meantime, modern electrochemical techniques such as electrochemical impedance spectroscopy (EIS), potentiodynamic polarization (PDP), and electrochemical noise (EN) analysis have also been successfully implemented. These efficient tests have provided certain results that are comparable to those obtained using the traditional gravimetric method [1,61]. These methods are briefly described in this section. 3.1.1. Preparation of extracts According to the existing literature, various plant components’ extracts, including fruit, leaves, bark, peel, flower, root, seed, and even whole plant extracts, are commonly utilized as GCIs. It should be noted that phytochemical type and content differ based on the plant component selection for extraction. It has been reported that phytochemical contents of Sida acuta varied by plant part, with flavonoids, saponins, alkaloids, tannins, organic acid, and anthraquinones found in the leaves extract and alkaloids, tannins, and anthraquinones exclusively contained in the stem extract [47]. Leaves extracts, out of a variety of extracts, were reported to exhibit the best overall protective performance at low concentrations. This is mainly because phytochemicals are primarily produced in leaves, where they are synthesized in the presence of sunlight, water, and CO2 [10,48]. Some of the most common phytochemicals that have a corrosion-inhibiting effect are flavonoids, glycosides, alkaloids, saponins, phytosterol, tannins, anthraquinones, phenolic compounds, triterpenes, and phlobatannins. Most such phytochemicals have polar functional groups like amide (—CONH2 ), hydroxyl (—OH), ester (—COOC2 H5 ), carboxylic acid (—COOH), and amino (—NH2 ) that assist in their absorption [49–53]. Following the selection of plant parts, the drying process is usually accompanied by the sieving and grinding procedures to turn the plant extract into powder. The traditional drying operation is usually carried out at room temperature, in the shade or in the sun, and takes a lengthy period. Following the drying process, several methods for separating and extracting the desired extract from plants can be applied. In general, the extraction principle is based on heating, followed by cooling, and isolating active compounds (phytochemicals) [1,10,54]. It is worth adding that the amounts of phytochemicals present in the extract are also affected by a number of factors, including the plant’s age, vegetative cycle, geographic region, and the impact of weather conditions [55]. Besides, there are extract powders that are commercially available and can be used in the preparation of inhibitor stock solutions. Some of the commonly used extraction processes along with their advantages are presented in Table 1. Besides, a typical experimental procedure for yielding the Chamomile extract in powder form is shown schematically in Fig. 5. 3.1.2.1. Weight loss measurement (WLM). Prior to performing WLM, metal specimens are prepared by polishing with several grades of abrasive paper, then thoroughly rinsed with solvents (ethanol, acetone, and/or distilled water), and allowed to dry at ambient temperature. The cleaned metal coupons are then weighed using a sensitive electronic balance before being immersed. To check for weight loss, the thoroughly cleaned corroded specimens are reweighed after a defined duration of exposure time. In addition to the synthesized solutions made from analytical ingredients, many studies employed test solutions made from original field solution [62]. Specimen WLM in the absence and presence of GCI is used to examine the effect of GCI in reducing corrosion rate on metal coupons. The WLM methodology is straightforward and credible, and it is used in several corrosion-monitoring systems as the primary method of determining GCI efficiency [63]. 3.1.2.2. Potentiodynamic polarization (PDP). PDP is another electrochemical-based method for determining GCI performance, corrosion rate, and corrosion prevention mechanism. In most studies, the basic laboratory setup is employing three electrodes in the electrochemical cell for the measurement: counter (Pt or graphite), working (metal substrate), and reference (calomel or Ag/AgCl) electrodes immersed in a specified volume and concentration test solution [64]. The reference electrode measures and controls the system’s voltage (V), while the counter electrode measures and controls the current (I). The open circuit potential (Eocp ) of the metal changes as the electrochemical reactions take place. After reaching equilibrium, a steady value is measured, and then the PDP scan is conducted. Afterward, a Tafel plot is established by providing a potential that ranges from 0.25 V below the Eocp to 0.25 V higher potential value. The plots are then used to calculate the corrosion potential (Ecorr ) and corrosion current density (icorr ). Moreover, different concentrations of GCIs and experimental temperatures can be used to examine different impacts of GCIs on corrosion inhibition performance [61]. 3.1.2. Inhibition mechanism and efficiency of phytochemicals Oftentimes, the electronic structures of the phytochemicals present in the plant extracts are similar to those of organic CIs; therefore, it is commonly recognized that these substances are capable of protecting the ferrous metals in corrosive media [33]. To study the corrosion inhibition mechanism and performance of a specific plant extract, it is important to determine the chemical compounds present in the plant extract. Identification of the phytochemical substances such as volatile and nonvolatile compounds as well as heavy metals, fatty acids, and amino acids can be carried out by chemical analysis techniques. Several commonly used methods for determining phytochemical compounds are Fourier- Table 1 Some extraction processes for plant extracts (phytochemicals) and their benefits. Method Advantage Note Solvent extraction Improved energy efficiency, high production output, fast and easy operation Microwave-assisted extraction Enhanced reaction efficiency, reduced reaction durations, and minimized active component damage Suitable method for releasing bounded substances, increased overall yield Higher extraction yield, reaching almost 99.99% in some studies. Without posing any damaging effects to the structure of phytochemicals The most commonly used technique among others. Operation factors affecting the properties of extract include type of solvents, solvent-to-solid ratio, extraction time and temperature Irradiation with microwaves has a synergistic impact of both breaking and heating, while other methods do not have such capability Allowing for the utilization of practically the entire plant matrix Enzyme-assisted extraction Ultrasound-assisted extraction 28 Ultrasonic energy-assisted extraction aids the leaching of organic and inorganic components. Ultrasound energy causes severe bubble collapse, assisting diffusion into the plant matrix, which in turn enhances efficiency A. Zakeri, E. Bahmani and A.S.R. Aghdam Corrosion Communications 5 (2022) 25–38 Fig. 5. Sequence of experimental steps for the preparation of Chamomile extract together with its major constituents and corresponding molecular structures (Reproduced from Ref. [56] with permission from Elsevier). 3.1.2.3. Electrochemical impedance spectroscopy (EIS). EIS is a powerful approach for tracking in-situ electrochemical progressions with a fundamental insight into physical phenomena acting at the metal-electrolyte interface, by which it provides valuable information on surface characteristics and electrode kinetics via impedance diagrams [65]. The analysis is carried out in a three-electrode cell, similar to PDP, with slight potential changes between 5 and 50 mV of AC voltage throughout a frequency range of 105 -10 −2 Hz. EIS is typically used to determine the values of resistance and current flow, both when a GCI is present in the solution and when it is not. Typically, the reported result of the EIS analysis is a Nyquist plot, with the real part of the impedance (Z′) on the X-axis and the imaginary part (Z″) on the Y-axis [66]. The nature of adsorption with an organic molecule on a substrate surface is largely governed by features such as the actual state of the molecule, the corrosive media’s pH, the medium’s temperature, the anions existing in the medium, and the charge on the metal surface. The difference (denoted by d) of the Ecorr and the potential of zero charge (Eiq=0 ) could be used to estimate the charge on a metal surface. The metal surface is predicted to gain positive charges if d = Ecorr - Eiq=0 is negative. On the other hand, the metal surface should be negatively charged if d = Ecorr - Eiq=0 is positive. An organic molecule can be neutral or protonated based on the pH of a system. In a system with negative anions, a positively charged surface will undoubtedly draw the anions to itself. If inhibitor compounds present in the medium as protonated species, they will electrostatically adsorb on the surface, a process known as physisorption. A large number of studies on the plant-based GCIs has reported the physisorption mechanism as the adsorption mode [67–69]. In this situation, an electrostatic force keeps the GCI molecules on the metal surfaces, and when the system temperature rises, the adsorption bond weakens, resulting in a drop in inhibitory efficiency [47]. In a corrosive medium, electrons sharing or donation from neutral inhibitor molecules to a metal substrate’s unoccupied orbital, establishes a covalent or co-ordinate type of bond known, and the adsorption mechanism is known as the chemisorption mode. This form of adsorption benefits from a rise in temperature, as the inhibition efficiency rises with the rise in system temperature. Plant-based GCIs have also been found to exhibit chemisorption process [70]. It is pertinent to add that both mechanisms can take place together on the same substrate surface [71–73]. In addition, influence of the corrosive solution on the adsorption mechanism must be addressed. According to Oguzie et al. [74], whenever specific corrosive media are introduced, different adsorption mechanisms are established. In this study, researchers stated that Hibiscus sabdariffa extract demonstrated a physisorption mechanism in 2 mol/L HCl and chemisorption in 1 mol/L H2 SO4 . Further, analyzing the standard enthalpy of adsorption (ΔH0 ads ) is a proper methodology to determine the primary adsorption mechanism on a metal surface. Chemical adsorption is indicated by a ΔH0 ads value greater than zero in an endothermic system, while physical adsorption is represented by a ΔH0 ads value smaller than zero. Additionally, in an exothermic system, a ΔH0 ads value of less than 40 kJ/mol indicates physisorption, while a ΔH0 ads value of more than 100 kJ/mol indicates 29 A. Zakeri, E. Bahmani and A.S.R. Aghdam Corrosion Communications 5 (2022) 25–38 chemisorption [75]. Calculation of the thermodynamic parameters in GCI adsorption studies can be done using the following equations; where ΔG0 ads , ΔS0 ads , and Kads are Gibbs free energy, entropy, and equilibrium constant of adsorption [61,76,77]. ( ) 0 Δ𝐺ads = −𝑅𝑇 ln 55.5𝐾ads (1) ( ln𝐾ads = 0 −Δ𝐻ads 𝑅𝑇 the methods only vaguely depict the performance-mechanism relationship. Nowadays, the advancements in computer technology allow scientists to use methods like molecular simulations in order to effectively predict the properties and design a novel GCI. Quantum chemical (QC) approaches have previously proven to be extremely beneficial in identifying the molecular structure, as well as clarifying the reactivity of corrosion inhibitors. In addition to accurately predicting corrosion inhibition performance, QC investigations can save exploration costs due to the adoption of blind screening checks. Molecular dynamics (MD) simulation and Density functional theory (DFT) are commonly used in QC investigations to better understand the inhibition mechanisms of GCIs at the molecular level. It is worth noting that by using these techniques, calculating important structure parameters is possible; some of which are energy and distribution of highest (lowest) (un)occupied molecular orbital (HOMO, LUMO), fraction of electrons transferring from CIs to the substrate, and absolute electronegativity values [33]. ) + constant (2) 0 0 0 Δ𝐺ads = Δ𝐻ads − 𝑇 Δ𝑆ads (3) 3.1.3. Influential factors on GCIs performance The structure of a GCI molecule has a significant impact on its inhibition performance in corrosive media. As mentioned earlier, the active components in GCIs are phytochemical compounds that include functional groups with O, N, S, P, or Se heteroatoms. The most potent GCIs have been found to have plentiful 𝜋-electrons and sufficient electronegative functional groups. In fact, there is a direct relationship between the inhibitor molecule’s ability to cover adequate metal surface and the bounded groups to the parent chain [78]. Furthermore, it has been reported that heterocyclic compounds display superior corrosion prevention efficacy due to containing aromatic rings, 𝜋- and non-bonding electrons, as well as polar functional groups, which serve as adsorption centers on the substrate surface area [79]. Table 2 shows some of the functional groups present in GCIs. The effectiveness of GCIs in preventing corrosion is determined by their adsorption properties on metal surfaces. Previous studies have found that factors impacting GCI inhibition efficacy are mostly defined by their concentration, structure, exposure time, and testing temperature. An increase in GCI concentration leads to a concurrent reduction in corrosion rate and an improvement in inhibition efficiency, until it reaches a specific concentration (optimum level). Further, a longer exposure time to corrosion increases the metal dissolution due to the partial desorption of GCIs. Besides, there is a temperature-dependent equilibrium between adsorption and desorption of a GCI molecule. The equilibrium shifts when the temperature rises due to a higher desorption rate, until it is re-established at different equilibrium levels. As a result, as the temperature rises, the inhibitory effect of GCI decreases [61]. It’s worth noting that the protective efficiency of a plant-based GCI might be improved (synergistic effect) or adversely affected (antagonistic effect) by the presence of other phytochemicals in the same extract. As a result, some extracts have extremely high protection efficiency at very low doses, while others have relatively low protective performance at relatively large quantities [80,81]. • Atomic force microscopy (AFM) and scanning electron microscopy (SEM) are the most often used methods for analyzing the surface morphology of exposed metal surface with and without GCIs in the system. Without the addition of a corrosion inhibitor, the exposed surface normally has a rough surface, which is attributed to the occurrence of corrosion reactions. On the other hand, the exposed surface is comparably smoother when the system contains a corrosion inhibitor. A similar condition has been reported by Raghavendra [82], in which the corrosion inhibition behavior of several GCIs was evaluated by SEM images. The development of an adsorptive and protective film was suggested as the inhibition mechanism of Areca plant extract. Moreover, the energy dispersive spectroscopy (EDS) spectra are also examined in SEM studies, by which a localized chemical identification of the corroded surface can be explored [62]. Other than SEM and EDS methods, AFM could be utilized for the morphological study of specimens in three dimensions (3D). Through measuring the surface roughness via AFM, some reports have found that employing a high-performance GCI would result in lower surface roughness samples [83,84]. It is well-known that functional groups in GCIs and complexes in the solution play a key role in the corrosion reactions. In this regard, researchers investigate the chemical properties of GCIs by analyses such as UV-visible spectroscopy, FTIR, and X-ray photoelectron spectroscopy (XPS). Mobin et al. [85] employed FTIR method to prove the interactions of compounds in Cissus quadrangularis extract with mild steel in a 1 mol/L HCl medium. Furthermore, Liu et al. [58] revealed that the formation of a carbonaceous organic film, which was confirmed in XPS spectra, was the corrosion inhibition mechanism of ginger extract on carbon steel substrate. 3.1.4. Complementary analyses for performance evaluation of GCIs Recently, some additional analyses have been utilized by the researchers to validate and support the outcomes of their experiments on GCIs. Some of these analyses are briefly overviewed in the following. • 4. Application of plant-based GCIs in corrosive media 4.1. Hydrochloric acid (HCl) medium HCl is a well-known industrial acid used in the pickling and acidification of oil wells. Because greater surface quality can be attained at shorter times and low temperatures, HCl is preferred over other acids for pickling practices. Pickling with 5%–15% HCl acid is preferred and basically, a temperature of more than 30 ◦ C is not considered necessary for this procedure because this would result in an extreme amount of hydrogen chloride gas being released. According to recent publications on using plant extracts as GCIs in HCl medium, the aim is to prevent metal corrosion during pickling. Most papers have put emphasis on HCl concentrations in the range of 0.1 mol/L up to 2 mol/L, and it appears to be no report above this range. This is because of the unsuitability of these GCIs for severe acidization processes. In a 1 mol/L HCl medium, Raja et al. [86] found that alkaloids extracted from Alstonia angustifolia var. latifolia leaves were an effective GCI for mild steel. It was shown that at concentrations of 3 to 5 mg/L, Computational methods It has become clear that the majority of performance evaluation techniques are costly and can take considerable time. In addition, most of Table 2 Some functional groups found in the GCIs. Functional Group Name Functional Group Name -OH -COOH -C-N-C-CONH2 -N=N-N-NH2 Hydroxy Carboxy Amine Amide Triazole Amino -S-NH -C-O-C-P-NO2 -SH Sulfide Imino Epoxy Phospho Nitro Thiol Surface and chemical characterization methods 30 A. Zakeri, E. Bahmani and A.S.R. Aghdam Corrosion Communications 5 (2022) 25–38 the alkaloids had an inhibitory efficiency of more than 80%. In a study by El Hamdani et al. [87], the alkaloids in Retama monosperma (L.) Boiss. seeds extract were found to be beneficial for preventing dissolution of carbon steel in a 1 mol/L HCl environment. In Ref. [88], the mild steel corrosion inhibition effect of Neolamarckia cadamba crude extract was investigated in a 1 mol/L HCl solution. The primary ingredient, 3𝛽-isodihydrocadambine, was purified and studied in further detail, and its corrosion inhibitory properties together with two other substances, namely bark and leaves extracts were investigated. According to FTIR spectroscopy, the coordination of carbonyl group of 3𝛽-isodihydrocadambine and aromatic indole ring with the sample surface was found to be responsible for adsorption and thereby acted as anticorrosion agents in the system. In addition, the FTIR results were supported by the molecular modeling findings. Although a proper effort was made to differentiate the roles of distinct components of the extract, the study did not include discussions about the chemicals’ synergistic role. According to another study [89], the temperature and concentration of Elaeoselinum thapsioides (BEET) butanolic extract affected its inhibition efficiency, as well as the corrosion rate of carbon steel in 1 mol/L HCl. The researchers discovered that as the concentration of BEET increases, the corrosion activity decreases, and hence the inhibition efficiency percent increases dramatically. They further assumed that increasing the number of BEET molecules leads to shielding the metal active surface; therefore, reducing the metal’s reactivity in HCl medium. The corrosion inhibition of an Asian plant commonly called Esfand was investigated for a mild steel substrate in 1 mol/L HCl solution [90]. The GCI used in this study contained amine-rich molecules with plentiful electron donor atoms, which were effective in providing suitable adsorption conditions on the steel surface. The electrochemical experiments revealed a mixed anodic/cathodic type inhibition behavior, reaching a maximum efficiency of 95% by using 800 ppm of the extract. The mixed inhibition mechanism of the GCI was evident in the obtained polarization curves, in which a noticeable shift of both cathodic and anodic branches to smaller corrosion current densities was observed (Fig. 6). Moreover, parallel cathodic branches in polarization curves of the metal in HCl electrolyte with and without the different levels of GCI, indicate the minor influence of inhibitor on cathodic sites, where hydrogen evolution reaction occurred. On the contrary, both the shape and slope of the anodic branch were altered in the presence of GCI in the solution, reflecting its impact on the iron dissolution mechanism by blocking the reaction sites. By employing electrochemical polarization and weight loss readings, Bouknana et al. [91] investigated the influence of the phenolic and nonphenolic components of the olive oil mill wastewaters extract on the steel corrosion in a 1 mol/L HCl solution. The mentioned substances were shown to have anticorrosion properties on steel, with inhibition efficiency of 88.9% for phenolic and 89.1% for non-phenolic fractions. In another work by Şahin et al. [92], inhibiting performance, adsorption ability, and stability of phoenix dactylifera seed extract (PDSE) were investigated as a GCI for mild steel in a 1 mol/L HCl environment. Upon 6 h of immersion, the polarization curve of the specimen was studied with and without PDSE in the medium. They observed that the pattern of the curve is the same with and without PDSE, implying that the corrosion process is functionally equivalent in both conditions. That being said, the electrochemical measurements showed a decrease in the corrosion current density in the presence of PDSE inhibitor with 97.3% efficiency. In a recent study by Shahini et al. [93], the inhibitive properties of Nepeta Pogonesperma extract were examined for mild steel in a 1 mol/L HCl solution. The surface characterizations performed by SEM and AFM techniques revealed corrosion traces on the surface of un-inhibited specimen. On the other hand, by increasing the concentration of GCI in the solution, more coverage of the steel surface was provided, by which a smoother surface morphology with fewer defects was observed. This enhancement was mainly attributed to the effective adsorption of the inhibitor’s molecules, which resulted in the formation of a protective film; thus, reducing the contact of aggressive HCl solution with the steel surface. Fig. 7 depicts the suggested mechanism of inhibitor adsorption in this study. First, the interaction between the HCl solution and the steel surface at the anodic sites causes these areas to be positively charged. Consequently, the adsorption of Cl− ions proceeds, by which a positive-to-negative alteration occurs in the interface charge. With this in mind, the physical adsorption of protonated molecules takes place via electrostatic interaction. In addition, the chemical adsorption is possible through donating electrons to the substrate’s d-orbitals. It is evident that corrosion engineers and scientists have been intrigued by the prospect of isolating the actual and responsible component of each specific extract for corrosion inhibition. Such understanding would enable the researchers to determine the component’s most Fig. 6. Potentiodynamic polarization curves for mild steel after 5 h immersion in 1 mol L−1 HCl solution with different concentrations of Peganum harmala seed extract. (Reproduced from Ref. [90] with permission from Elsevier). 31 A. Zakeri, E. Bahmani and A.S.R. Aghdam Corrosion Communications 5 (2022) 25–38 Fig. 7. Mechanism of Nepeta Pogonesperma extract molecules adsorption on the mild steel surface in the 1 mol/L HCl solution. (Reproduced from Ref. [93] with permission from Elsevier). beneficial condition and, if necessary, implement a suitable modifying strategy [16]. In a study by Chevalier et al. [94], several electrochemical techniques have been utilized to investigate the Aniba rosaeodora alkaloidic extract as a GCI for C38 steel substrate in a 1 mol/L HCl medium. The results showed that the extract was a mixed-type corrosion inhibitor and was effective in inhibiting steel corrosion. In addition, the phytochemical components of the extract were characterized by XPS combined with Nuclear magnetic resonance spectroscopy (NMR), by which “anibine” was found as the primary alkaloid providing the anticorrosion ability of the extract. Further, according to Ghazouani et al. [95], polyphenols found in quince pulp extract, primarily rutin, neochlorogenic acid, and chlorogenic acid, were the active components that reduced carbon steel corrosion in a 1 mol/L HCl environment. A summary of the GCIs’ performance evaluation in the HCl solution is shown in Fig. 8. as a mixed-type GCI, decreasing the rate of both cathodic and anodic reactions. While being easily accessible and attainable in plenty, the abundance of a plant in each area is a determining factor in choosing the economically viable GCI. For instance, Muthukrishnan et al. [122] investigated the corrosion mitigation properties of Lannea coromandelica leaf extract (LCLE), which is widely distributed in India and contains polyphenols in significant quantities. The mild steel and H2 SO4 were selected as the substrate material and corrosive medium, respectively. A concentrationdependent trend was noticed in the corrosion inhibition of mild steel by LCLE, where increasing the concentration resulted in higher inhibition efficiency. However, increasing the temperature had an adverse effect on the inhibition efficiency, which was attributed to the desorption of LCLE from the substrate surface. The beneficial effect of adding higher concentrations of LCLE to the solution was recognized from the EIS results (Fig. 9), in which higher charge transfer resistance with lower double layer capacitance values were noted. Moreover, the larger diameter of Nyquist plot indicated the strengthening of the protective film provided by the presence of LCLE. Although plant-based GCIs have shown promising results in the H2 SO4 medium, these substances appear to be more effective in HCl medium, according to some reports. This is mainly due to the impact of sulfate and chloride anions on the adsorption of GCIs. As is evident, the Cl− ions are less hydrated compared to the SO4 2− ones; therefore, the Cl− ions exhibit a higher capacity to adsorb on substrate surfaces [123,124]. As a consequence, the higher adsorption ability of Cl− ions leads to creating an additional negative charge than SO4 2- ions; hence, promoting the adsorption of Cl-containing species [16,124]. It is self-evident that the experimental results published in the literature strongly confirm the effectiveness of GCIs in corrosion protection; however, elucidating the inhibition mechanism is not clear. To address this issue, researchers have utilized theoretical calculation methods to unravel the underlying mechanisms of CIs’ action. In a recent experimental and computational study [125], Cinnamoum tamala leaves extract was investigated as a GCI for low carbon steel in a 0.5 mol/L H2 SO4 medium. High inhibition efficiency of 96.76% was confirmed by the electrochemical tests as well as the gravimetric measurements. In addition, examining the GCI/substrate interactions was carried out by performing the MD simulations. The adsorption equilibrium configurations of the three main phytochemicals of Cinnamoum tamala extract on Fe (110) are shown in Fig. 10. A parallel alignment at the steel surface could be observed for all of these phytochemicals. Moreover, evaluation of the adsorption energy values indicated a spontaneous adsorption 4.2. Sulfuric acid (H2 SO4 ) medium Sulfuric acid, like hydrochloric acid, is a staple chemical in many industries, and it is less expensive than HCl. Phosphate fertilizers, ammonium phosphates, and calcium dihydrogen phosphate are the most common products synthesized with H2 SO4 acid. It also has some applications in metal processing, such as acid pickling, cleaning, and descaling as well as the production of Cu and Zn components. Moreover, due to the formation of insoluble sulfate by-products and the risk of converting some oils to sludges, H2 SO4 is rarely used in oil well acidification. Over the past decade, there have been numerous research publications on the use of plant extracts as GCIs in H2 SO4 environments. Ramananda Singh et al. [120] applied surface, chemical, and electrochemical techniques to investigate the effect of Litchi Chinensis as a GCI for mild steel in a 0.5 mol/L H2 SO4 solution. It was shown that addition of the extract hinders the cathodic and anodic Tafel reactions and acts as a mixed-type corrosion inhibitor, according to the Tafel polarization test. Also, at a concentration of 3 g/L, the extract had a maximum protective efficiency of 95.7%. Besides, the results of EIS analysis showed an increase in the diameter of Nyquist plot as the extract concentration increased. Moreover, addition of the extract raised the charge transfer resistance value. According to electron microscopy examination, the substrate surface morphology displayed a dramatic improvement due to the formation of an inhibitive film as a result of effective phytochemicals adsorption. In a research by Khiya et al. [121], the corrosion inhibition effectiveness of Salvia officinalis L. on steel substrate in a 0.5 mol/L H2 SO4 solution was investigated. It was found that the extract acted 32 A. Zakeri, E. Bahmani and A.S.R. Aghdam Corrosion Communications 5 (2022) 25–38 Fig. 8. Summary of the performance of various plant extracts used as corrosion inhibitors for mild steel substrate in 1 mol/L HCl medium. Note that the evaluation methods used for inhibition efficiency are indicated by different colors. (Data collected from Refs. [60,68,96–119]). termine the effect of rotation speed on the molecules of GCI adsorbed on the steel surface. The corrosion of substrate was shown to be affected by rotation speed variations. The results indicated that up to 500 r/min, the corrosion rate was accelerated; however, it started dropping at higher rotation speeds. It was confirmed that a GCI containing system at static conditions had the minimum corrosion rate. Besides, the researchers noted that the GCI only lasted a few hours on the substrate surface before it was detached due to the increased rotation speed. A summary of the GCIs’ performance evaluation in the H2 SO4 solution is shown in Fig. 11. 4.3. Sodium chloride (NaCl) medium Sodium chloride is a versatile salt with practically boundless applications. NaCl is a necessary element of drilling fluids in the oil and gas industries. It acts as a flocculant, increasing drilling fluid density and lowering downwell gas pressures. Whenever salt formation is encountered while drilling, NaCl salt is frequently injected for the solution saturation in order to reduce or prevent dissolving inside the salt layer [139]. This salt is also used as a brine rinse in the textile and dyeing industries to improve salting out of precipitates formed during the dyeing process [140]. It is also used in the processing of metals; particularly Al, Cu, Be, V, and steel. Notwithstanding its usefulness, NaCl is corrosive in both molten and solid states. Indeed, the primary source of corrosion of offshore metallic structures is related to the presence of chloride ions, by which the pitting processes get accelerated [141]. Therefore, it is no wonder that many studies have focused on corrosion protection of metals in NaCl medium, and several plant-based GCIs have been successfully used for this purpose [16]. Research was conducted by Palanisamy et al. [142] on employing Ricinus communis (R. communis) extract as GCI for a steel substrate in a 3.5% NaCl medium. According to the PDP findings, the current density values decreased, and the decreasing trend was proportional to the increase in GCI concentration. The obtained Tafel plot confirmed a mixed-type behavior, since the GCI affected both cathodic and anodic Fig. 9. Nyquist plots for mild steel immersed in 1 mol/L H2 SO4 (inset) and different concentrations of LCLE at 308 K. (Reproduced from Ref. [122] with permission from Elsevier). mechanism for this inhibitor, since negative values were calculated for the adsorption energies. Overall, the MD simulation results revealed the high affinity of main phytochemicals present in the leaves extract onto Fe (110) surface, which further substantiated the experimental findings. Due to the fact that transportation pipelines are one the commonly used environments for GCIs, it is crucial to study the effect of rotation speed on the GCIs’ performance. In a study by Lopes-Sesenes et al. [126], they used several electrochemical techniques to investigate the influence of Buddleia perfoliata leaves extract on the corrosion mitigation of carbon steel substrate in a 0.5 mol/L H2 SO4 medium. The researchers performed studies at various rotation speeds (up to 2000 r/min) to de33 A. Zakeri, E. Bahmani and A.S.R. Aghdam Corrosion Communications 5 (2022) 25–38 Fig. 10. Side and top views of the equilibrium adsorption configurations for (a) Eugenol, (b) Methyl eugenol, and (c) Cinnamyl acetate on Fe (110) surface. (Reproduced from Ref. [125] with permission from Elsevier). Fig. 11. Summary of the performance of various plant extracts used as corrosion inhibitors for mild steel substrate in 0.5 mol/L H2 SO4 medium. Note that the evaluation methods used for inhibition efficiency are indicated by different colors. (Data collected from Refs. [122,127–138]). curves. Moreover, an increase in charge transfer values was revealed in EIS results, which supports the interface-type mechanism of action for (R. communis) extract. The highest efficiency was observed at 100 ppm concentration. In Ref. [143], the inhibition performance of Nigella Sativa L. oil extract was studied by means of PDP, WLM, and EIS measurements for the protection of iron in acidic solution with a composition of Na2 SO4 , NaHCO3 , and NaCl. According to the results, the selected GCI performed well as a mixed-type inhibitor, and the corrosion rate was retarded as the inhibitor concentration increased. Moreover, the surface analyses proved the excellent protectiveness of the GCI for iron substrate, where an inhibition efficiency of 99% was achieved at 2500 ppm concentration. Further, in a study by Barbouchi et al. [144], essential oil extracts obtained from various parts of Pistacia terebinthus L. were examined as a GCI for iron substrate in a 3% NaCl medium. The experimental findings revealed that the fruit essential oils exhibited the highest anticorrosion properties compared to the twig and leaf extracts. In addition to the electrochemical investigations, the surface characterizations confirmed that a corrosion barrier was formed at the substrate/solution interface owing to the adsorption of GCI molecules. It is worth noting that the results of applied theoretical calculations by MD and DFT, supported the experimental outcomes. The evaluation of Peach pomace hydroalcoholic extract as a GCI for a mild steel substrate in a 0.5 mol/L NaCl medium was carried out in Ref. [145]. The flavonoid and phenolic compounds were detected in the extract, and the best inhibition property (∼88%) was observed after 48 h immersion in the presence of 800 ppm GCI. The formation of a protective film was confirmed on the steel substrate, and a good correlation between the improved inhibitory effect of GCI and the increased exposure time was established. 34 A. Zakeri, E. Bahmani and A.S.R. Aghdam Corrosion Communications 5 (2022) 25–38 4.4. Phosphoric acid (H3 PO4 ) medium inhibitory feature of this GCI was related to the synergistic effect between various bioactive constituents found in the MCS, in which they cover the steel surface and hinder corrosion reactions. The feasibility of using Gingko biloba fruit extract (GFE) as a GCI for J55 steel in a CO2 -saturated 3.5% NaCl solution was reported in Ref. [152]. According to the polarization curves, a mixed-type behavior was noted for the GFE, and the corrosion current density decreased up to 5 μA cm−2 by increasing the GFE concentration in the solution. Moreover, the electron microscopy observations showed a highly damaged corroded surface with pits and cracks for the system without GFE addition. On the other hand, a remarkable improvement in the steel surface morphology (in terms of corrosion damage) was noted with the addition of GFE. This indicated the formation of a protective film on the steel surface, by which effective corrosion protection was provided in the corrosive environment. In another study [153], inhibition efficiency of 93% at 400 ppm addition of Anise extract (AE) to the CO2 -saturated 3% NaCl solution was reported for a carbon steel substrate. The polarization studies revealed a mixed-type behavior for the AE, and the corrosion inhibition was attributed to the physicochemical adsorption of AE onto the steel surface. The adsorption of AE was further confirmed by the AFM investigations, in which a reduced surface roughness was noted for the inhibited conditions. Another important acid commonly used in various industrial applications is phosphoric acid. It is mostly utilized in the production of fertilizers, and is also a preferable option in acid cleaning applications due to its lower metals dissolution rate compared to that of HCl and H2 SO4 solutions. That being said, the presence of impurities such as fluorides, chlorides, and sulfides promote the corrosivity of H3 PO4 [16]. Generally, phosphoric acid is considered a moderately-strong acid that has a complicated corrosion system. As a CI is added to the system containing H3 PO4 , complex phosphate anions form during the ionization of solution, in which the CI molecules compete with these anions for adsorption onto the metal surface [146]. Research on the utilization of GCIs for corrosion protection in phosphoric acid medium is relatively rare. Gunasekaran and Chauhan [147] used Zenthoxylum alatum plant extract for the corrosion inhibition of mild steel in various concentrations of phosphoric acid solution. The best performance was noted for the case of 88% H3 PO4 compared to solutions with 20% and 50% acid concentrations. Based on the surface analysis and electrochemical experiments, it was suggested that at the initial stage of metal dissolution, a reaction took place between the dissolved iron ions and the GCI, resulting in the formation of an organo-metal complex layer. Further, phosphate ions reacted with this layer, by which a layer composed of iron phosphate developed and its formation was catalyzed by the presence of an organometallic complex. As a consequence, the progressive dissolution of iron was hindered due to the formation of the mentioned layers. Lin et al. [148] investigated the corrosion inhibiting effects of Pomelo peel extract (PPE) for mild steel in a 1.0 mol/L H3 PO4 solution. The results showed an effective corrosion mitigation behavior with a higher concentration of PPE in the system, and the inhibition effect (92.8%) was maintained in the long-term up to 224 h. It was noted that the active groups, including carbonyl, heterocyclic, and hydroxyl present in the PPE were responsible for the surface coverage of steel; thereby, mitigating the metal corrosion via the formation of a protective film. More in-depth analysis of the adsorption process revealed that physical adsorption was the dominant mechanism. Furthermore, various concentrations of Psidium guajava leaf extract were added to 1 mol/L phosphoric acid solution to study its performance as a GCI for the mild steel specimens [149]. In the presence of 800 ppm of the extract, the weight loss experiments showed a maximum inhibition efficiency of 89%. Also, a slight decrease in efficiency was noted as the GCI concentration reached 1200 ppm. This was due to the desorption of the GCI molecules, which weakened the metal-GCI interactions, resulting in lower efficiency. 5. Knowledge gaps and outlook So far, a wide array of papers has reported promising findings on the corrosion inhibition performance of GCIs for ferrous metals in various corrosive media. Nonetheless, there are still a few critical issues that must be addressed. The following are some significant challenges that need to be explored in future studies: • • 4.5. CO2 environment Another emerging application of the GCIs is their use for protection against CO2 corrosion, sometimes referred to as sweet corrosion, which is a severe corrosion threat in the oil and gas industry. Both natural and anthropogenic sources of CO2 can cause corrosion by dissolving in the water and forming carbonic acid (H2 CO3 ). Although this is a weak acid, it can pose serious problems to the steel used in metallic tubing, pipelines, and processing equipment which results in the formation of iron carbonate (FeCO3 ) [33]. The corrosion inhibition performance of olive leaf extract on carbon steel was investigated in a brine solution saturated with CO2 [150]. Based on the electrochemical experiments, it was found that higher values of linear polarization resistance were recorded with the increased exposure time as well as the increased concentration of the GCI. In this study, the inhibition mechanism was attributed to the formation of iron ions (Fe2+ )–plant extract complex adsorbed on the substrate. Furthermore, Singh et al. [151] reported the influence of Momordica charantia seeds (MCS) addition on the corrosion behavior of P110SS steel in a CO2 -saturated 3.5% NaCl medium. It was suggested that the corrosion • • 35 A thorough investigation is required to find the optimum parameters for the plant extract preparation processes; especially the drying and dehydration, which are the longest procedures in this step. Moreover, different kinds of solvents are employed in the solvent extraction method. In some cases, potent acidic or alkaline solvents are used, which are clearly classified to be harmful to human health and to cause a raise in the generation of hazardous waste. This shows the importance of following standard regulations in the preparation of GCIs in order to avoid the release of potentially harmful materials into the environment. It is pertinent to mention that the majority of studies do not consider investigating the toxicity of GCIs. It should be noted that all of the bioactive compounds found in plant extracts do not have the capacity to inhibit corrosion reactions. As a result, it is unclear which compound is responsible for corrosion inhibition effects of a specific GCI. The isolation of bioactive compounds and testing them separately might be a solution, provided that the operational costs remain reasonable. In addition, more research work can be done to see if such compounds are able to inhibit corrosion on their own (isolated) or in combination with others (synergy). Reporting the performance evaluation results of GCIs could be improved. For instance, calculation of standard deviation, which necessitates the reproducibility tests, can be very helpful in detecting faults and errors in the experiments. In addition, applying statistical analysis for comparison of numerous results published in the literature provides valuable information. With an increasing need for sustainable and green technologies, the use of environmentally friendly options should be investigated further. That being said, the successful implementation of green alternatives is strongly dependent on pursuing the commercialization of GCIs. Obviously, significant effort is required to attract related organizations in order to effectively commercialize the GCIs. Further, the effectiveness and performance of the developed GCIs must be carefully examined and validated before being used for commercial protection applications. A. Zakeri, E. Bahmani and A.S.R. Aghdam Corrosion Communications 5 (2022) 25–38 6. Concluding remarks [24] E. Bahmani, A. Zakeri, A. Sabour Rouh Aghdam, Microstructural analysis and surface studies on Ag-Ge alloy coatings prepared by electrodeposition technique, J. Mater. Sci. 56 (2021) 6427–6447. 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