Influence Of Relative Humidity Research Articles

Analysis of window opening in arctic community housing and development of data-driven models

Achieving low-energy, comfortable buildings in remote Arctic regions like Nunavik, Canada, presents multiple challenges due to high heating demand and limited energy supply. Understanding human behavior and the impact of practices on energy use is a key element in improving building performance. While previous research on building performance in Arctic regions has often adopted a building-centered approach, this study offers a complementary approach by investigating occupant behavior, focusing on window openings. The sample includes 10 monitored houses in the village of Quaqtaq, Nunavik. Data on weather conditions and window and door status were collected from September 2018 to August 2020. Behavior trends were identified using metrics such as the opening ratio, median duration of an opening, and number of openings. Correlations between opening/closing actions and the conditions of the outdoor environment were analyzed. Findings indicate that occupants interact more with common room windows and tend to leave bedroom windows open for longer periods. Time of the day, temperature, and relative humidity influence both opening and closing actions. Solar irradiance is also an important driver for open actions, while mean wind speed is significant in predicting closing actions. Data-driven models were developed using logistic regression. Comparison between predicted and real data demonstrated a good performance in estimating the opening ratio over the year and seasonal variations but a tendency to overestimate the number of openings and underestimate the duration of an opening.

Temporal and Spatial Foraging Activity of Indian Honey Bee (Apis cerana indica F.) at Different Migratory Sites

Migratory beekeeping increases honey production and reduces the feeding costs of stationary beekeeping during longer dearth periods. This study discerns the influence of environmental conditions on the foraging behavior of the Indian honey bee, Apis cerana indica F., at different migratory sites in Southern India. The total number of foraging bees, pollen foraging efficiency, and nectar foraging efficiency were estimated. Furthermore, the influence of environmental factors, including temperature, relative humidity, rainfall, and solar radiation, was recorded to identify its impact on the foraging behavior of honey bees. Among the climatic factors, maximum temperature (>30 °C) was the most crucial, negatively affecting bee activity with correlation coefficients of -0.83, -0.34, and -0.33 for outgoing bees, nectar, and pollen collectors, respectively. The relative humidity showed a positive impact on the frequency of worker bees moving out of the hive (r = 0.79), those coming in with nectar (r = 0.27), and pollen (r = 0.29). Rainfall hampered foraging activity, while solar radiation was found to have no significant effect on bee activity. Diurnal variations showed peak activity of bee foragers between 6.00 and 10.00 am. The visits by honey bees were significantly higher at low temperatures, solar radiation, precipitation, and high relative humidity. They made about 90% of their flower visits in the early morning, although plenty of bee flora was available throughout the day. Also, the environmental conditions at different sites strongly influenced the foraging behavior. However, the honey bees still focused their activities on favorable conditions depending on their biology and fixed their daily foraging patterns, improving beekeeping and honey production throughout the year.

Heterogeneous reaction of NO2 with hematite: The effects of UV irradiation, O2 and relative humidity

Heterogeneous reactions on mineral dust surfaces are increasingly considered important in the removal of gaseous pollutants and the formation of secondary aerosols. Although the heterogeneous reaction of NO2 on the hematite surface has been investigated in many previous studies, little is known about the reaction of NO2 with hematite under ambient conditions. In this work, heterogeneous reactions of NO2 with hematite at 298 K were investigated via a coated-wall flow tube reactor and in situ diffuse reflectance Fourier transformed infrared spectroscopy (DRIFTS). The influence of UV illumination, relative humidity (RH) and O2 on the uptake coefficients and adsorption amount of NO2, as well as the nitrate formation on the hematite surface, has been analyzed comprehensively. UV irradiation shows a significant effect on the true uptake coefficient (γBET), which increases from 2.00 × 10−6 to 4.76 × 10−6 in the N2 stream and 1.32 × 10−6 to 4.07 × 10−6 in the air stream under dry conditions (∼0.3 % RH). RH (in the range of 0–67 %) exhibits an inhibitory effect on the adsorption of NO2 on the hematite surface because of the competition between NO2 and water molecules, that is, γBET and adsorption amount of NO2 decrease with an increase in RH under both the dark and light reaction conditions. Meanwhile, both the γBET and adsorption amount of NO2 on hematite decrease in the air stream compared to those in N2 conditions. In addition, the results from the DRIFTS experiments indicate that the presence of UV irradiation promotes the conversion of NO2 to nitrate and both the RH and O2 suppress the nitrate formation. From this research, the heterogeneous reactions between NO2 with mineral dust under ambient conditions will be better understood.

Influence of Relative Humidity on the Structure of Complex Fluid Drops during Drying

Influence of Relative Humidity on the Structure of Complex Fluid Drops during Drying

Study on the effect of humidity on formaldehyde emission parameters of wood-based panels

Wood-based panels are a significant source of indoor volatile organic compounds (VOCs), crucial for managing indoor pollution. The emissions from wood-based panels are influenced by both intrinsic factors, including their composition and manufacturing process, and extrinsic environmental conditions, such as temperature and humidity. In this paper, the emission of formaldehyde in plywood was studied under different temperature conditions (15°C, 23°C, 32°C and 37°C) and different humidity conditions (40%, 60% and 80%) by environmental chamber method. To understand the influence of relative humidity on the key parameters of panels from a mechanism perspective, this paper investigates the influence of relative humidity on the initial emittable concentration of formaldehyde, based on the hydrolysis reaction of urea-formaldehyde resin. Concurrently, the molecular dynamics and porous panels model were amalgamated to assess the influence of relative humidity on both the partition and diffusion coefficient. To simulate the emission process in a real environment, a control equation that allows for variations in both temperature and humidity is needed. This paper employs the method of variable separation to derive a simplified control equation. Subsequently, experimental data was utilized to validate the derived equation’s effectiveness within the practical indoor environmental range.

ТЕПЛОМАССООБМЕННЫЕ ПРОЦЕССЫ В ИСПАРИТЕЛЬНОМ БЛОКЕ ВОЗДУШНОГО ТЕПЛОВОГО НАСОСА

Heat pump installations and the possibility of their application in engineering systems are considered. This allows expanding significantly the possibilities of using renewable energy sources, as well as waste heat from various technological processes in engineering systems for creating a microclimate. Air heat pumps are the most promising, but their use in regions with a cold climate is limited due to condensation of moisture vapors on the cooling line of the evaporation unit with subsequent formation of ice, which reduces the efficiency of the installation. In this paper, an upgraded evaporative unit of an air heat pump with a MOVEBIT ice removal system is considered. Taking into account the design of the heat exchanger, which includes a magnetostrictive radiator unit, the influence of heat and mass transfer processes in the evaporation unit on the efficiency of the heat pump unit in a wide range of outdoor temperatures is considered. A criterion equation has been obtained for calculating the heat transfer coefficient in the evaporation unit depending on the hydrodynamic conditions of the process and the thermophysical parameters of the air environment. This equation allows to calculate the heating capacity and cooling capacity. In addition, to determine the coefficient of energy transformation of a heat pump installation at all stages of the life cycle of engineering systems. The dependence of the influence of temperature and relative humidity on the kinetics of ice formation is obtained. This provide calculation the operating time of the installation between the cycles of switching on the radiator to destroy the ice. Based on the research results, computer programs have been developed for controlling the main thermal parameters of an air heat pump with a MOVEBIT system and an electrical part of a magnetostrictive radiator in a wide temperature range.

Highly sensitive and selective sulfur hexafluoride detection based on DAPPI-FAIMS

This paper proposed a novel detection method of sulfur hexafluoride (SF6) by combining dopant-assisted atmospheric pressure photoionization (DAPPI) with high-field asymmetric waveform ion mobility spectroscopy (FAIMS). Acetone was employed as a dopant to achieve high sensitivity, and the negative ion mode of FAIMS was selected to achieve high selectivity. The impact of dopant concentrations on detection sensitivity and linearity was studied, and the influence of relative humidity on the detection of sulfur hexafluoride was studied. Ammonia, benzene, and hydrogen sulfide were selected as interferences to verify the selectivity. A linearity between the concentration and the signal was studied, and the detection limit for sulfur hexafluoride was determined. Experimental results demonstrated that the DAPPI source effectively enhanced the ionization efficiency of sulfur hexafluoride with a linear coefficient of 96.1 %. The sensitivity of sulfur hexafluoride is inversely proportional to relative humidity. Sulfur hexafluoride has a characteristic fingerprint spectrum different from air background and typical interfering, and can be distinguished from interfering substances in mixtures containing ammonia, benzene, and hydrogen sulfide. The concentration of sulfur hexafluoride has excellent linearity with signal intensity, the linear coefficient was 99.8 %, and the detection limit was 0.02 ppm.

Quality Evaluation and Browning Control in the Multi-Stage Processing of Mume Fructus (Wumei).

The dried Mume Fructus (MF), called Wumei in China, is a unique food with medicinal and edible effects. But its actual production method is outdated with low efficiency and inconsistent quality. This study systematically investigated the influence of moisture content (MC), temperature, and relative humidity (RH) on the browning reaction and quality characteristics of the MF and proposed a continuous processing strategy of the three-stage variable process for MF production based on the precise process control of the temperature and the RH. The production process of MF was divided into three stages: preliminary dehydration, browning, and drying. The results showed that the browning reaction rate and drying efficiency were optimal when the MC of the raw materials was reduced to 50%. In the browning stage, the degree of browning was better, and the antioxidant capacity reached the maximum of 64.38 mg/g DM under a processing temperature of 80 °C and an RH of more than 60%. As the RH increased, the drying rate decreased, and the ash content exhibited an increase. Therefore, the optimal processing parameters for the browning stage were determined to be a temperature of 80 °C and an RH of 60%. In the final drying stage, a temperature of 60 °C coupled with a dehumidification mode proved sufficient to ensure efficient drying without compromising the quality of the MF. This study revealed the reaction mechanism of the rapid browning processing of MF, which has important guiding significance for the rapid processing of browning foods.

Numerical study on heat transfer characteristics of spray cooling double skin façade

Using spray cooling technology to solve the overheating issue in double skin façade (DSF) is an important attempt to reduce building energy consumption. While, the thermal performance of the spray cooling double skin façade (SC-DSF) is not very clear, especially the complicated heat transfer characteristics. In this study, a comprehensive numerical model of SC-DSF system including solar radiation and two-phase flow problem is established by using three-dimensional steady Euler-Lagrange method to analyze the heat transfer characteristics from a microscopic perspective. And the CFD model is validated by the experiment. Meanwhile, a quantitative analysis is conducted to investigate the thermodynamic and kinetic behavior of the SC-DSF in hot humid climate region in China. The influences of outdoor air relative humidity, solar radiation intensity, and outdoor wind speed on the water spray cooling effect of the DSF are analyzed. The cooling efficiency of SC-DSF system is sensitive to the outdoor relative humidity. In a sufficiently cooled condition, the minimum temperature in the cavity is close to the outdoor wet-bulb temperature. The spray cooling efficiency reaches 28.2 % with the outdoor relative humidity of 20 %, but decreases to only 9.3 % as relative humidity rises to 80 %. Outdoor wind speed also has some impact on the spray cooling system, an optimal outdoor wind speed of 1.5 m/s can enhance cooling efficiency by 6.6 %, but it has adverse effect on the cooling efficiency when wind speed exceeds 3 m/s. However, in addition to increasing surface temperature of the DSF, solar radiation has little influence on the cooling performance. Excessive humidity exceeding 80 % and wind speed surpassing 3 m/s may render the spray system ineffective. Therefore, the effects of environmental conditions should be fully considered and utilized in the design and application of spray cooling systems.

Thermal Insulation Properties of Milkweed Floss Nonwovens: Influence of Temperature, Relative Humidity, and Fiber Content

This study investigated the influence of fiber content, temperature, and relative humidity on the thermal insulation properties of nonwoven mats made of seed fibers from Asclepias Syriaca, commonly known as milkweed floss. Nonwoven mats with a 1-inch thickness were produced by uniformly arranging milkweed fibers within a mold. Various quantities of fiber were employed to obtain nonwoven mats with a fiber content ranging from 5 to 35 kg/m3. Thermal conductivity and thermal diffusivity were measured across diverse relative humidity levels and temperatures. Simultaneously, milkweed floss samples were exposed to identical environmental conditions to assess the moisture regain and specific heat capacities of the fiber. The specific heat capacity of milkweed and thermal conductivity of the nonwovens exhibited a linear increase with temperature. The thermal diffusivity and thermal conductivity of the nonwovens decreased with rising fiber content. The thermal insulation properties of the nonwovens remained partially stable below 30% relative humidity but substantially deteriorated at higher levels. The nonwovens exhibited optimal thermal insulation properties at a fiber content between 20 and 25 kg/m3. The results of this study highlighted several technical advantages of employing milkweed floss as a sustainable and lightweight solution for thermal insulation.

Influence of Relative Humidity and Aging on Morphology and Chemical Composition on Biomass Burning Particle

Influence of Relative Humidity and Aging on Morphology and Chemical Composition on Biomass Burning Particle

Research on the influence of relative humidity on the purification efficiency of sponge activated carbon system purification system

An indoor air purification system coupled with adsorption and heat storage was designed based on a prefabricated building, which has the advantages of high purification efficiency, does not take up indoor space and does not require additional power consumption. It has been shown that the relative humidity has a significant impact on the purification effect of particulate matter. Using sponge activated carbon as adsorption material, the effect of different relative humidity on the purification efficiency of PM2.5 and PM10 was experimentally studied, and the purification effect of the purification system on PM2.5 and PM10 under various relative humidity conditions was analyzed. The results show that in the relative humidity interval of 20%-70%, with the increase of relative humidity, the sponge activated carbon purification system shows an increasing trend in the purification efficiency of PM2.5, and the effect on the purification efficiency of PM10 is not obvious.

Lifetime of vertical giant soap films: role of the relative humidity and film dimensions.

We consider the lifetime of rectangular vertical soap films and we explore the influence of relative humidity and both dimensions on the stability of large soap films, reaching heights of up to 1.2 m. Using an automated rupture detection system, we achieve a robust statistical measurement of their lifetimes and we also measure the film thinning dynamics. We demonstrate that drainage has a negligible impact on the film stability as opposed to evaporation. To do so, we compare the measured lifetimes with predictions from the Boulogne & Dollet model, originally designed to describe the convective evaporation of hydrogels. Interestingly, we show that this model can predict a maximum film lifetime for all sizes.

Multi Scale Modelling of the Hygro-Mechanical Behavior of Rhecktophyllum Camerunense Vegatable Fibers

The study of rhecktophyllum camerunense (RC) fibers as reinforcement of polymer matrix begin in 2008 and has already demonstrated their ability to replace the glass fibers. In this paper, the influence of humidity on the mechanical behavior of plant fiber is studied and a multiscale model is proposed. The moisture absorption of RC fibers is studied through a multi concentric cylinder model developed based on the work of Marklund. Using mechanical properties of the three main components of natural fibers; cellulose, hemicelluloses and lignines, the mechanical properties and hygroscopic coefficients of layers S1, S2 and S3 of RC fiber are calculated following the relative humidities of 23%, 54% and 75%. The results lead to the conclusion that there is an influence of relative humidity on the mechanical properties whether at the microscopic level of constituents or the mesoscopic scale of layers and the macroscopic scale of RC fiber structure. That influence is negative bacause it drops the mechanical properties of the fiber.

Impregnated fibrous ammonia chemisorbent based on citric acid. Prediction of protective characteristics

The influence of relative humidity (RH) of the gas-air environment on the ammonia chemisorption by impregnated fibrous chemisorbent (IFCS) is studied. IFCS was obtained by impregnating nonwoven needle-punched material from polyester fibers with an aqueous solution of citric acid (40 w%) with modifiers (glycerin, sodium chloride and ethanol) to uniformly distribute the chemisorbent on the surface of the fibers and increase adhesion to the composition of the impregnating solution. It is shown that for all values of relative humidity the curves of ammonia breakthrough through a fixed layer of IFCS спр(tпр) in the coordinates ln(c0/спр -1), tпр are reliably R2 > 0.95 approximated by straight lines and the Wheeler-Jonas theoretical model can be used for the quantitative description of the ammonia-IFCS system. By comparing the experimental and theoretical curves спр(tпр) in the coordinates ln(c0/спр -1), tпр the unknown model parameters were determined: the chemisorption rate constant and the sorption capacity of the IFCS unit mass and their dependence on the relative humidity of the gas-air environment (GAE). It has been established that the IFCS sorption capacity increases linearly with increasing, and the chemisorption rate constant of the ammonia-IFCS system does not depend on the GAE relative humidity and is equal to . The influence of the GAE relative humidity and the thickness of the IFCS layer on the ammonia breakthrough time is experimentally investigated and the adequacy of using the Wheeler-Jonas model for predicting the service life of IFCS for real use conditions is substantiated.

Analysis of spatiotemporal distribution of air quality index (AQI) in the state of West Bengal, India from 2016 to 2021

The ambient air quality is progressively declining, especially in emerging countries, due to increased urbanization, high demands of energy, and industrialization. High risks to human health and environmental degradation are associated with air pollution. The analysis of the Air Quality Index (AQI) serves as a valuable tool for simplifying the communication of air quality in a specific region, making it easily comprehensible to the general public. The United States Environmental Protection Agency (USEPA) and Indian air quality regulations recommend mathematical functions to compute sub-indices for calculating the AQI. The main objectives of this study were to evaluate the AQI status from a different point of view (monthly, seasonal, and annual variations and association of AQI with meteorological factors) and estimate the future AQI. The monthly AQI values in West Bengal vary from “Satisfactory to Moderate” level from 2016 to 2021. In district-wise, the highest AQI was observed in Kolkata (189), Bardhaman (178), and Murshidabad (167) in the year 2016; Kolkata (180), Bardhaman (155), and Howrah (155) in 2017; Howrah (180), Kolkata (179) and Hoogly (166) in 2018; Howrah (170), Kolkata (156) and Bardhaman (156) in 2019; Howrah (150), South 24 Parganas (137), and Kolkata (136) in 2020 and Howrah (161), Kolkata (139), and South 24 Parganas (139) in 2021 respectively in Winter season. The association between meteorological parameters, such as temperature (r = − 0.605, p < 0.001), relative humidity (r = − 0.647, p < 0.001), and precipitation (r = − 0.821, p < 0.001) and AQI shows a significant strong negative correlation (p < 0.05). In addition, the relative influence of temperature, precipitation, and relative humidity was 53.13%, 36.69%, and 10.18%, respectively, on AQI variation. Temperature plays a significant role in association with AQI distribution in the atmosphere than RH and precipitation. The distribution of AQI in the whole state of West Bengal showed a higher AQI observed in the Southern part compared to the northern part of the state. The study's conclusions and recommendations can help stakeholders and policymakers’ to control and improve the deterioration of air quality caused by concerns about AQI and human health.

Influence of Relative Humidity on Electrical Properties of Textile Laminates

The aim of this paper is to determine the influence of relative humidity on the comfort and electrical resistance properties of textile laminates in order to predict possible changes in footwear protection levels. Four textile laminates of different structure and fibre nature were selected for the study. It was determined that water vapour absorption of textile laminates strongly depends on the humidity of the storage environment. The absorption ability of laminates increases about 1.8 – 3 times as relative humidity increases from 65 % up to 95 %. The degree of increase depends on the textile laminate structure and the nature of the materials layers. The electrical properties of protective footwear can be influenced by the structure, thickness, relative humidity, and voltage of textile laminates. For textile laminates composed of natural and synthetic fibres and polymer foam as insulators, the resistivity increases with the thickness of the synthetic fibre and polymer layer. At low voltage (U = 100 V), the textile laminates tested became insulating materials, as the electrical resistivity exceeded the threshold values for antistatic materials in all relative humidity ranges. At high voltage (U = 500 V) the electrical resistivity of textile the laminates drops dramatically when the relative air humidity increases and the level of protection of the laminates depend on the amount of moisture absorbed and the nature of the layer materials. The laminates possessed insulating properties in environments of up to 65 % relative humidity. In a high humidity of the environment, the insulating properties of textile laminates turned to antistatic, except for laminate without a polymeric membrane, which became conductive.

Investigation of RH effect on uncommon limonene ozonolysis products and SOA formation in indoor air with real time measurement techniques

Scientific interest in SOA influence on indoor air quality increases since last 20 years. It is well known, that particles of nano-sized diameter pose a threat for human health causing, among others: eye, upper airway irritation, inflammatory response in cells, worsening asthma, hypertension, diabetes, and central nervous dysfunction. Terpenes are reactive VOCs, commonly emitted in indoor air and considered to be SOA precursors by oxidation reactions. The aim of this study was to investigate the relative humidity influence on i) formation of limonene ozonolysis products and ii) SOA formation process – especially the first steps of it. We managed to determine 4 uncommon limonene ozonolysis products (m/z: 43, 83, 99 and 110) appearing in the PTR-TOF-MS mass spectra with the same frequency as well-known formaldehyde, acetone, acetic acid and formic acid. We also detected m/z 75 and m/z 115 formed under dry conditions and m/z 111 and m/z 125 formed under humid conditions. Detected masses formula is proposed with probability >70 % and the probability is derived from the deviation of the exact mass to the measured one and the isotope distribution. SMPS data analysis allowed us to conclude that RH around 40% increases particle mass concentration, regardless initial limonene concentration. Unfortunately, conclusions about RH influence on particle number concentration are inconsistent. Under low initial terpene concentration, RH around 40% decreases particle number concentration. However, for high initial limonene concentration, RH around 40% caused increase in particle number concentration. Obtained results allowed to conclude, that i) RH influences both particle number and particle mass concentration, ii) initial substrate concentration influences SOA formation altering the RH effect, iii) comparison of results and drawing conclusions is difficult due to different experimental protocols in the literature and due to the number of factors influencing SOA formation initiated by terpene oxidation.

Effect of relative humidity on methane explosion characteristics of curved pipes in pipe gallery

To explore the influence of relative humidity on the explosion characteristics of methane-premixed gas in the urban underground pipe corridor. The experiment took a 30° bend pipe as an example, and the relative humidity in the pipe had been set to 50% RH, 70% RH, and 90% RH while changing the methane volume fraction to 7%, 9.5%, and 12% to study its influence on the explosion characteristics. When the methane volume fraction is 9.5%, the relative humidity under the same conditions is set in the straight pipe to compare the parameter changes of flame morphology and explosion pressure. The results show that when the methane in the bend is entirely burned, the flame propagation time is delayed by 32.64% by the influence of relative humidity, the flame is hindered by the wall of the bend, the phenomenon of multiple enhancement occurs, and the flame in the straight pipe decays monotonically with the increase of relative humidity. The relative humidity stabilizes the explosion pressure; the relative humidity of 70% RH in the bend has the best impact on suppressing the explosion pressure, and the relative humidity of 90% RH in the straight pipe dramatically reduces the explosion pressure range. In the bending pipe, the relative humidity inhibited the flame propagation velocity, and the flame propagation velocity at 70% RH and 90% RH decreased by 15.46% and 10.65%, respectively, compared with 50% RH.

Characteristics and Cause of PM2.5 During Haze Pollution in Winter 2022 in Zhoukou, China

The characteristics and main factors of causes of haze in Zhoukou in January 2022 were analyzed. Six air pollutants, water-soluble ions, elements, OC, EC, and other parameters in fine particulate matter were monitored and analyzed using a set of online high-time-resolution instruments in an urban area. The results showed that the secondary inorganic aerosols(SNA), carbonaceous aerosols(CA, including organic carbon OC and inorganic carbon EC), and reconstructed crustal materials(CM, such as Al2O3, SiO2, CaO, and Fe2O3, etc.) were the three main components, accounting for 61.3%, 24.3%, and 9.72% in PM2.5, respectively. The concentrations of SNA, CA, CM, and SOA were increased, accompanied with higher AQI. The sulfur oxidation rate(SOR) and nitrogen oxidation rate(NOR) in January were 0.53 and 0.46, respectively. The growth rates[μg·(m3·h)] of sulfate and nitrate were 0.027(-5.89-9.47, range) and 0.051(-23.1-12.4), respectively. During the haze period, the growth rates of sulfate and nitrate were 0.13 μg·(m3·h)-1and 0.24 μg·(m3·h)-1, which were 4.8 and 4.7 times higher than the average value of January, respectively. Although the sulfur oxidation rate was greater than the nitrogen oxidation rate, the growth rate of nitrate was approximately 1.8 times that of sulfate owing to the difference in the concentration of gaseous precursors and the influence of relative humidity. The growth rates of nitrate in SNA were significantly higher than those of sulfate on heavily polluted days. The values of SOR, NOR, and concentrations of SNA and SOA during higher AQI and humidity periods were higher than those in lower AQI and humidity periods. The Ox(NO2+O3) decreased with the increase in relative humidity. The SOA was higher at nighttime, increasing faster with the humidity than that in daytime. Under the situation of lower temperature, higher humidity, and lower wind speed, the emission of gaseous precursors of SNA requires further attention in Zhoukou in winter. Advanced control strategies of emissions of SO2 and NO2, such as mobile sources and coal-burning sources, could reduce the peak of haze in winter efficiently.