Campos dos Goytacazes is a city in the interior of the State of Rio de Janeiro (Figure 1(a)), Southeastern region of the country. This city is located in the Northern Fluminense region of the state (Figure 1(b)), and according to the Brazilian Institute of Geography and Statistics [26], has an estimated population of more than 500 thousand inhabitants, being the seventh most populous in the interior of the state. The city has a larger territorial extension, occupying an area of 4032.5 km².

On its coast is the largest oil platform in Brazil, the P-51 in the Campos basin, making the city together with Macaé the title of National Petroleum Capital. As the pole city of the Northern Fluminense region, Campos works as a dormitory city for workers in Porto do Açu, the largest port-industry enterprise in Latin America.

The study of particulate samples and detection of carbon monoxide (CO), nitrogen oxide (NO) and nitrogen dioxide (NO₂) gases were carried out in Campos dos Goytacazes. The particulates were obtained from air conditioning filters for each season of the year, in the Flamboyant neighborhood and the gases were detected by an electrochemical analyzer, directly from the exhaust system of automotive vehicles that circulate the city.

The experimental procedure used to detect carbon monoxide (CO), nitrogen oxide (NO) and nitrogen dioxide (NO₂) gases was the electrochemical analyzer model Testo 350-XL (Figure 2). To carry out the emission measurements, the Testo 350-XL analyzer is connected directly to the exhaust system (exhaust) of automotive vehicles (buses, trucks and cars), through a probe that transport the gases to the detection cells inside the device. This probe is approximately 1.5 meters long, capable of withstanding temperatures up to 700˚C. The vehicles were chosen at random in order to reproduce the real traffic conditions, being the truck and car traveling along the federal highway BR-101 that crosses the city and the bus used in public transportation within the Campos dos Goytacazes perimeter.

The Testo 350-XL portable analyzer is a portable device consisting of electrochemical sensors (Citycell Gold Class) capable of simultaneously detecting, by means of a distributor system, the concentration of carbon monoxide (0 to 10,000 ppmv), nitrogen oxides (0 at 3000 ppmv) and nitrogen dioxide (0 to 500 ppmv) emitted in the environment. The detection of the emitted gases occurred in two modes of engine operation, low speed (800 rpm) and high speed (1500 rpm). The measurements were carried out for 3 minutes, with regular intervals of 5 minutes to stabilize the engine.

The collections of the samples of particulate material were carried out in air conditioning filters, installed in the Flamboyant neighborhood. Figure 3 shows the materials collected for each season from year 12/2017 to 03/2019. There is a variation in the shade of the samples for different periods analyzed. These samplings allow the identification of particulate matter from different sources of pollution in the city.

The collection of exhaust samples from automotive engines was carried out by scrape accumulated material from the combustion in the vehicles exhaust system. The samples obtained from the particulates were dried at a temperature of 100˚C. Thus, after this step, the samples were taken to the Shimadzu X-ray fluorescence EDS-XRF spectrometer to complete characterization. This technique made it possible to identify the chemical species that constitute up the particulate material from vehicle exhaustion, and other sources of pollution in the city, such as: cane burn, civil construction and the industrial sector (ceramics), for the case of samples collected of the air conditioning filter.

The results of this research corroborate with data obtained in researches carried out in Campos dos Goytacazes by Geórgia et al. [8], Geórgia et al. [21]; and Carla et al. [27]. Therefore, this makes it possible to assess that the gaseous emissions from combustion in automotive vehicles still show a pattern of possible polluting gases in the ppmv range, which depending on the type of vehicle and year influence the variations in emissions. This experiment aimed to reproduce the dynamics of real traffic in a city. Therefore, the choice of vehicles was random, in order to check the gases present in situ, without the need to standardize the vehicles. Table 1 shows the results obtained from CO, NO and NO₂ emissions expressed in average values, quantified by the Testo 350 XL analyzer.

According to Table 1, the CO concentrations show that they were high for Toyota 2.5 in both the low rotation and high rotation modes, since it is an old model, it still did not have filters. Furthermore, the CO emission is higher in the low rotation mode than in the high rotation mode, as the combustion temperature is lower, and there is a higher incidence of incomplete combustion, generating greater amount of carbon monoxide. It is observed that for low and high engine rotation modes, the truck obtained higher concentrations of NO, and the Mercedes bus showed higher concentrations of NO₂. This is probably associated with the operating system, type, model and year of each vehicle analyzed.

This experiment allowed to reproduce the dynamics of the real traffic of vehicles traveling in Campos dos Goytacazes. Therefore, the choice of vehicles was random, in order to check the gases present in situ (in the city), without the need to standardize the vehicles. Thus, it is observed that each type of vehicle has a different gas concentration emission.

In order to obtain an effective assessment of the emissions of polluting gases and particulate matter from combustion in automotive engines in the city of Campos do Goytacazes, it is necessary to know the number of vehicles that travel daily in the city. According to statistical data from the company Arteris Fluminense that operates on BR 101, there is a daily traffic of approximately 110 thousand vehicles, part of this traffic and of the federal highway that cuts through the city, contributes to the increase in atmospheric pollution.

The company Autopista Arteris Fluminense S/A is responsible for 320 kilometers of the BR-101 RJ/Norte highway, corresponding to the stretch that connects the city of Niterói to Campos dos Goytacazes, bordering the state of Espírito Santo, Ponte Presidente Costa and Silva. Thus, it was hired and began a concession on February 18, 2008, developing a service for a period of 25 years. Therefore, regarding the section managed by the company, BR-101/RJ connects the cities of Campos dos Goytacazes, Conceição de Macabu, Quissamã, Carapebus, Macaé, Rio das Ostras, Casimiro de Abreu, Silva Jardim, Rio Bonito, Tanguá, Itaboraí , São Gonçalo and Niterói.

The Brazilian road network plays an important role from an economic point of view, connecting the northern coast of the State of Rio de Janeiro and its oil basins. Moreover, it allows access to a region of tourist hubs, such as Búzios, Cabo Frio and the southern coast of Capixaba. The movement is registered in Avenida do Contorno, in Niterói, with about 100 thousand vehicles. In the region of Silva Jardim, Casimiro de Abreu and Macaé, the average daily traffic volume is 15 thousand vehicles. In the section near the border with the State of Espírito Santo, the average daily traffic volume is six thousand vehicles.

The investments and works applied in infrastructure made by Arteris in ten years of concession, completed in February 2018, transformed the BR-101 into a safe highway. In recent years, Arteris Fluminense has registered improvements in the main road safety indicators. As the greatest example of this effort, the concessionaire has already surpassed, with two years in advance, the UN target for the Decade of Action for Traffic Safety, which establishes a reduction in accidents with victims in half. The highway voluntarily adhered to the goal and has already reduced casualties by 58% between 2011 and 2017.

Figure 4 shows the section that approximately corresponds to the future contour that the company Arteris intends to build in a way that reduces the distance around 23 km (continuous green line). Therefore, aims to improve the traffic of vehicles, and also to reduce the levels of atmospheric pollution that they emit

daily. The section in blue corresponds to the current direction of the current flow of traffic on BR 101 which runs through the city of Campos dos Goytacazes, leaving Ibitioca to the Travessão neighborhood (38.1 km).

The results in Table 2 show identification of the chemical species that make up the particulate material generated by the combustion of diesel engines (minibuse and truck) that travel in Campos, a region where the BR 101 highway crosses the city. The emission of particulate material into the environment is related to the burning of diesel oil, lubricating oil and wear on the bearings and engine materials. Therefore, initially the characterization of the samples of particles collected by filters in the Flamboyant neighborhood in Campos dos Goytacazes was carried out. The X-ray fluorescence technique was used to identify the chemical species that make up this particulate material. Thus, with the analysis of the results, it was possible to identify the possible sources of its origin, such as: burning of cane, civil construction or transportation sector (fossil fuels), which is one of the objectives of this study. The following elements presented in Table 2 and Table 3 were identified with this technique, which corresponds to the percentage of some elements that form its composition.

Table 3 shows the elements obtained from the air conditioning filters. According to [29] the chemical composition of the particulate material is due to the composition of the dust coming from the roads in urban and industrial areas.

Thus, roadside industrial dust is associated with elements potentially toxic to humans, where it contains elements of Fe, Ni, Cu, Ti, V, Pb, Ba, Sb, Cr, Sn, Pb, As and Ga. Contamination in urban areas may contain Cu, Zn, Sb, Ga, As and Pb.

It is observed that the elements of Cl and K present in the particulate samples collected from filters (Table 3) do not appear in the vehicle exhaust (Table 2), since Cl comes from maritime regions, in which this element can be transported by breezes from São João da Barra beach in Atafona, which is about 36 km from Campos dos Goytacazes. The element chemical K is generated by burning sugarcane straw as shown in the research by [30] in which they obtained for K the percentage relative of 18.58% to the total of analyzed elements. In addition, it was also noted that virtually all elements found in vehicle exhaust (Table 2) are in the air conditioning filter (Table 3). This result was evident in the air conditioning filter, as it involves the particles generated by transport in traffic and the burning of sugarcane. Therefore, the sector transport and the burning of sugarcane are important sources of pollution and particulate emissions in the city.

Second [8] elements such as Zn and Cu are probably caused by the degradation of structural metal parts of the engine and are harmful to humans. The Mn and Fe elements are probably derived from the internal corrosion process of the stainless steel components. Si elements can be derived from possible contamination of the sample with environmental dust. The P residues may come from the contamination of detergent and lubricant additives, while K and Ca may be residues from catalysts, such as KOH and CaOH, respectively [8].

According research of [31], it presents results of the elemental composition of sugarcane straw ashes as a percentage of oxides, and there was a predominance of silica (SiO₂—45.49%), aluminum oxide (Alumina—Al₂O₃—10.59%), ferric oxide (hematite—Fe₂O₃—3.95%) and titanium dioxide (Titânia—TiO₂—0.66%). These components can be considered as impurities in planting and mechanized harvesting, due to contact with the soil and a low percentage in isolated biomasses. The particulate samples collected from filters in the Flamboyant neighborhood in Campos dos Goytacazes (Table 3) showed the presence of the chemical elements Si, K, Ca, Al, Fe, P, S, Ti, Cl, Mn that are consistent with the elements obtained [31].