1. Introduction
Lightning activity associated with meteorological and atmospheric conditions is studied continuously with modern technology. Lightning flashes are frequently observable during thunderstorms, and different types of lightning activity are primarily dependent on the change in the number of storms [
1]. Refs. [
2,
3,
4] studied the relationship between cloud-top height and lightning flashes. Ref. [
4] specifically examined infrared cloud-top measurements to determine the relationships for regional lightning rates for use in global chemistry models. Differences in lightning generation in thunderstorms over ocean and land were studied by [
5,
6,
7]. Additionally, the relationship between lightning and thunderstorm updraft growth [
8] and between lightning and rainfall rates [
5,
6,
7] is significant for understanding the connection between lightning activity and associated meteorological conditions.
Incloud (IC) flashes typically initiate at the upper boundary of the negative charge and discharge between the main negative and positive charge regions in cloud [
9]. In contrast, positive/negative cloud-to-ground (CG) flashes are typically associated with the main positive/negative charge regions [
10,
11]. Cloud flashes may manifest as extensive horizontal channels, commonly referred to as “spider lightning”. The term “spider lightning” comes from the branched nature of its discharge path that resembles a spider web and its gradual development that resembles the crawling motion of a spider [
12]. Spider lightning is a visually observable, horizontally stratified discharge that exhibits multiple branches (positive/negative leaders have variable behavior [
13,
14]) and propagates along the cloud base [
15,
16]. The propagation path of spider discharges extends tens to hundreds of kilometers and lasts for tens to hundreds of milliseconds [
12]. The sustained luminosity observed in spider lightning is attributed to the continuing current along the discharge path. During the dissipating stage of storms, a significant accumulation of space charge occurs within storm clouds, leading to the thickening of the sub-cloud space charge layer. This stratified space charge layer has a significant influence on the discharge path [
17,
18]. In this stage, the rate of lightning discharges is low [
17]. Spider lightning discharges are occasionally observed in conjunction with positive CG lightning flashes [
19]. Spider lightning discharges have been documented both during [
20] and towards the end of storms [
21] in Florida. In cloud regions with similar background radiances, oceanic lightning flashes tend to be larger, brighter, more energetic, and likely to have longer horizontal propagation over the ocean than those over land [
22], and these characteristics suggest a physical distinction in the nature of the flashes. In GLM measurements, bright emissions are typically caused by positive CG lightning strokes with high peak currents in long horizontal flashes [
23].
Most of the spectra of a return stroke, with temperature of about 30,000 K, of a CG flash are radiated by nitrogen ions (N
2+) [
24], with wavelength ranging from 400 nm to 650 nm [
25] and the spectra of a stepped leader, with temperature ranging from 15,000 K to 30,000 K, are radiated by neutral nitrogen (N), N
2+, and neutral oxygen (O), for which wavelength ranged from 600 to 1050 nm [
26]. The spectral lines of ionized oxygen (O
+) with high excited energies in IC flashes are stronger than those in CG flashes within the same area [
27]. Ref. [
28] reported that nitrogen molecules (N
2) absorb energy under a high electric field, transitioning from their ground state to a higher energy state known as the transition state, resulting in the emission of light, particularly in the near ultraviolet region of the spectrum. When those N
2, N
2+, N, and O are in an excited state, their emission spectra include many distinct bands within the visible light [
29,
30]. Nitrogen gas significantly influences the light emitted by electrical discharges in the atmosphere, with most of this light being UV radiation within the 280–405 nm range [
31,
32]. The light in the pink-violet part of the spectrum is produced when electrons collide with N
2 or nitrogen ions (N
+), and the light in the green part of the spectrum is produced when electrons collide with oxygen atoms (O) [
33]. Electric charges in fresh air result in better ionization, leading to the production of more light in the visible region of the spectrum [
31]. When electrons collide with atoms and molecules, they cause electrons in them to move to higher orbits, putting the atoms and molecules in an excited state [
33]. Excited electrons are unstable and return to their original state, emitting colored light based on the energy difference between the orbits. Higher energy collisions move electrons to farther orbits, emitting shorter wavelength light like pink and violet, while lower energy collisions result in longer wavelength light like red [
34].
There are studied colored luminous events: ball lightning, aurora, and green clouds. Ball lightning is a rarely observed phenomenon. It typically appears as a spherical object with a diameter ranging from several tens of centimeters to several meters [
35,
36,
37], displaying various colors, including red, yellow, white, blue, or occasionally green [
35]. Ball lightning predominantly moves horizontally [
38] at a speed of a few meters per second [
35,
36,
37], and its duration of visibility varies from one second to over a minute, with most occurrences lasting less than 10 s [
25,
38]. This phenomenon tends to occur in the vicinity of an active thunderstorm or in association with cloud-to-ground (CG) lightning [
39]. Experiments indicate that ball lightning can occur from both positive and negative lightning flashes [
37]. It is reported that the spectra lines of ball lightning include atoms of iron, calcium, and silicon, which are commonly found in soils, as well as atoms of nitrogen and oxygen [
25]. They report that during the occurrence of ball lightning, an increase in the presence of O
2 and N
2, in addition to the three main atoms, was found. While not observing events of ball lightning in these specific video frames, the color spectra observed can suggest the possibility of this type of event occurring and leading to the result of this colored observation. Aurora is the colored light emission caused by plasma collisions in the ionosphere, where the atmosphere is ionized. Green light is emitted when oxygen atoms are excited by high-energy colliding electrons, while pink or purple light is emitted due to strong collisions with nitrogen molecules and ions, which cause larger orbital differences in electrons [
34]. The green clouds (often called derecho) are often associated with upcoming tornadoes or low suspended shelf clouds reflecting ground light [
40].
In this study, we investigate the energy and luminosity of lightning discharges, along with the associated meteorological and atmospheric conditions relevant to thunderstorms. We utilize video camera recordings of luminosity captured on 17 April 2023, and analyze lightning activity data reported by the GLM and ABI datasets.
2. Materials and Methods
The observations were conducted in Bonita Spring, Southwest Florida, from 01:00 UTC to 07:00 UTC on 17 April 2023.
Figure 1b displays a map of South Florida, the location of Bonita Springs.
Figure 1c illustrates a zoomed-in view of
Figure 1b, showing the camera’s location and its respective field of view. The camera system utilized was an iPhone 13 ProMax (Apple, Naples, FL, USA) in Bonita Spring, Florida. This camera can operate from a rate of 24 to 240 frames per second (fps) with two resolutions, 1920 × 1080 pixels and 3840 × 2160 pixels. This camera was positioned at coordinates of 26.3° N and 81.8° W.
It is equipped with GPS and timestamping to synchronize with the lightning location system data. The GLM data were utilized to analyze and identify locations of specific discharges captured in the recording times and to view the entire propagation path and the total propagation distance and height. The pixel size of the discharge path length and height were measured on the frame, and the actual distance between the camera location and the lightning location reported by the GLM, corresponding to the discharge path that occurred, was determined. These pixel sizes and the actual distance are applied to equations (see Equations (A1) and (A2) in
Appendix A) to determine the actual vertical height of the lightning discharge corresponding to the image.
Additionally, the group energy reported by the GLM was used to investigate the intensity of flash luminosity. The GLM is a satellite-based lightning detection system that detects changes in cloud-top illumination and optical energy, specifically within the wavelength range around 777.4 nm, capturing 500 frames per second [
8], which corresponds to a 2 ms interval per frame. The GLM detects optical emissions from both cloud lightning and cloud-to-ground lightning flashes [
41]. In GLM detection, an event is defined as a pixel on the GLM detecting light brighter than the estimated background brightness during a single 2 ms frame, while groups are clusters of events occurring simultaneously within the same frame [
8,
42]. Flashes are larger clusters of groups within a time window of 330 ms or less and a distance within 16.5 km [
8], provided they match the Euclidian Distance criterion [
42]. Group energy refers to the combined energy and overall footprint of all the events within the group, and the GLM can detect with very low energy, down to 1 femtojoule (
) [
43].
In addition to GLM data, Band 13 of the Advanced Baseline Imager (ABI), clean-IR brightness temperature with a longwave of 10.3 μm, was utilized. ABI is a radiometer capturing IR wavelengths ranging from 0.47 to 13.3 μm [
44]. The ‘clean’-IR feature is characterized by minimal absorption from ambient water vapor and ozone. This allows for a more precise assessment of convective updraft intensity and glaciation rates with a resolution of 2 km per pixel, covering the continental United States with a grid of 1500 by 2500 pixels [
44]. The principal mission of this sensor is viewing clouds in the nighttime; the wavelength that the IR sensor is looking at enables this feature of seeing the complexity of cloud structure when visible light from the sun is not present. The sensor is also used for extreme weather prediction during the daytime, such as hurricanes and strong thunderstorms. The combination of data reported by ABI and GLM helps to understand the characteristics of the cloud-tops in areas where lightning flashes occur. Ref. [
45] noted that increasing flash rates correlated with decreasing flash areas, higher cloud-top heights, and colder cloud-top temperatures. However, flash rate and size are more closely associated with the strength of convective storms and precipitation.
We also utilized a chromaticity algorithm to gain insights into the spectra emitted by the flashes observed. The ideal pixels of an image are selected. Red-Green-Blue (RGB) value coordinates of a specific pixel are determined, and the associated color point is determined. The RGB value coordinates are a transformation matrix to convert into x and y chromaticity coordinates; these coordinates and a white point are marked in International Commission on Illumination (CIE) 1931 color space [
46]. Utilizing the color space, dominant and complementary wavelengths are determined. The intersection point determines the line to see on the diagram. The line’s interaction with the edges of the diagram determines the dominant and complementary wavelengths. It is important to note that emission lines for specific events do not have one defined wavelength associated with the emission. Therefore, there are typically several spectral lines that are emitted per emission.
We selected data from lightning flashes that occurred within the coordinates ranging from 25.9° N to 26.4° N and from 81° W to 82° W, which sufficiently covered the field of view captured by the cameras from the two observation regions.
4. Discussion
In Event 1, occurring during 04:13 UTC, a horizontal discharge path is observed in one frame, as shown in
Figure 2 and
Figure 4, and the corresponding path is detected as red, orange, and yellow dots by GLM, as shown in
Figure 4. This horizontal discharge due to the optical image and horizontal trajectory by GLM can support that the image is spider lightning [
14]. If so, the spider lightning can propagate below the cloud bottom. The height and total length of the horizontal propagation path recorded in the frame shown in
Figure 3 are determined using a specific method, explained in
Appendix A. Based on the distance of 42.5 km from the camera to the horizontal discharge, the vertical height of the path was estimated to be 634 m above sea level. The total length of the visible horizontal path, indicated by the yellow box in
Figure 3, is determined to be 600 m. Due to image analysis, it was inferred that the horizontal path extended to 1.63 km. The discharge path was captured in only one frame, with the previous frame showing no propagation and the subsequent one exhibiting very bright luminosity, obscuring the path. Several subsequent frames also failed to reveal any discharge path, even though the background had less brightness, indicating that no discharge was captured. Therefore, assuming a total duration of one to two frames ranging from 40 ms to 80 ms and for the horizontal path ranging from 600 m to 1.63 km, the speed of the propagation path is determined to be between
–
m/s. This speed falls within the range reported in [
39], which states that the propagation speed of positive leaders is 1.2–4.2
m/s. The similarity between the estimated speed and the reported range suggests that the observed propagation path may be a positive leader. Based on this estimation, it can be hypothesized that negative charge is located at the cloud base, and the positive leader propagated horizontally beneath the cloud base. Positive leaders are characterized by lower temperature and slower speed compared to negative leaders [
17,
48].
Figure 12 shows the distribution of the cluster of green and light blue dots occurring very far from the camera at the coordinates of 25.1° N–26.2° N and 81.5° W–82.6° W from 4.60 s to 4.94 s, with a duration of 0.330 s. This duration corresponds to the total time of the last eight frames showing the green- and blue-colored luminosity, as represented in
Figure 2. As illustrated in
Figure 2, the frames display a bluish bright sky during the timeframe of this cluster, with the brightness located on the right side of the image, likely corresponding to the cluster’s position in the camera’s field of view. If so, the average distance of the cluster of those green and light blue dots is estimated at 153 km from the camera, and the height of the discharge is estimated to be 2.28 km above sea level. When the cluster of green and light blue dots occurred, the conditions of storm, precipitation, and cloud top in the area were similar to those during the timeframe corresponding to the red, orange, and yellow dots (
Figure A1a–g in
Appendix B;
Figure A2a–g in
Appendix B).
Oceanic flashes have higher optical power and energy [
22], and it is plausible that the oceanic flash occurring in the area transmitted the light event from a considerable distance. Consequently, only green-blue light may have propagated through the clean air above the ocean, or the discharge may have interacted with more oxygen atoms, emitting blue and emerald-green light. This observation may support the presence of blue and emerald-green luminosity captured in the following frames, as shown in
Figure 2.
The movement of the cloud towards the camera location supports the hypothesis that the IC flashes occurring within the dense cloud can be observed as colored luminosity. However, the depth of the clouds obscured the flashes, leading to unsuccessful GLM detection. This suggests that the clouds are particularly dense, with cloud particles potentially dispersing light from the lightning flashes. As illustrated in
Figure 5, the group energy plot exhibits a pulse-like behavior rather than a gradual increase. This characteristic aligns with the study that there is no gradual rising pattern in the group energy of CG flashes, whereas such a pattern exists in IC flashes [
49]. Assuming this pattern, CG may have occurred during the period marked by the green and light blue dots, indicating a potential occurrence of negative CG discharges during that time. Since strokes, particularly the first return strokes, in CGs tend to exhibit strong luminosity at the cloud-top, the GLM has a tendency to detect illumination from other processes in CGs, resulting in higher detection efficiency compared to IC [
49]. Additionally, Ref. [
49] reported that longer channel lengths and flash durations increase GLM detection efficiency. However, Ref. [
50] noted that flashes occurring within storms, which often have short durations, may not always be detected by the GLM. Therefore, it is possible that there were flashes during the observation period that the GLM could not detect.
In Event 2, the trajectory of all the dots from red to violet is almost along a straight line and is located near the edge of the cloud area, as illustrated in
Figure 8. These dots are replotted in
Figure 13, representing the zoomed-in view of
Figure 8, with coordinates of 26.15° N–26.16° N and 81.68° W–81.76° W. The dots within the blue box and the pink box are magnified, respectively. The cluster of orange dots is displayed in the bottom right of the map. The last eight orange dots, ordered from 10 to 17, are closely situated, suggesting that they propagate upward with angle, and the propagation may be branch-like. The location of the yellow, green, and light blue dots indicates that the discharge location is not continuous, which may support the fact that the propagation is not branch-like. Therefore, the event may have exhibited different discharge behaviors during the event time. As shown in
Figure 9, higher group energy is detected during the time window corresponding to these different behaviors. This observation supports the hypothesis that discharges with different behaviors exhibit different types of light emission. Assuming a branch-like discharge, there may be more collisions with nitrogen molecules (N
2) or nitrogen ions (N
2+), resulting in the emission of pinkish or violet light. Conversely, non-branch-like discharges may involve collisions with oxygen atoms (O), emitting blue to emerald-green light. For this event, the discharge path occurred in a time duration of 2.0 s in the same location. The atmospheric condition is considered almost constant within this short timeframe. If so, the change in color of the luminosity could be attributed to the location of the discharge path, with the light dispersed with the interaction between the discharge and unique cloud particles. These interactions may be associated with characteristics of the discharge, such as the temperature of the leader with positive or negative polarity or the composition of molecules at different heights and horizontal distances in the air surrounding the area. During the timeframe of the light blue dots, dots numbered 1 and 2 were located closer to the camera than the other dots. Light blue dot number 2 occurred at 10.228 s, and its energy was the highest during the event, corresponding to the frame of emerald green. The highest energy pulse supports the hypothesis that the high luminous discharge scattered the short-wavelength light of the blue and green onto the molecules in the cloud, resulting in the emerald-green luminosity on the frame. Additionally, this pulse occurs closest to the camera compared to the others, making it easier for the camera to capture the scattered blue and green light.
In comparing the higher and highest energy levels among the six pulses of Event 1 and Event 2, the higher energy of those in Event 1 is about one order greater than those in Event 2. The highest energy in Event 1 is about 3.3 times greater than that in Event 2. During Event 1, there are more intense storms, heavier rain, and denser and higher cloud-tops (See
Figure A1 and
Figure A2 in
Appendix B) compared to Event 2 (See
Figure A3 in
Appendix B). These differing meteorological conditions are likely to lead to variations in the characteristics of the discharge, even if they are the same type of lightning discharge. Moreover, changes in meteorological conditions can alter atmospheric conditions, thereby affecting the interaction between the discharge and cloud particles in the atmosphere. Consequently, unique wavelengths are transmitted to the camera, resulting in the observation of different colored luminosities.
Both Event 1 and Event 2 produce similar color luminosity patterns; however, Event 1 exhibits less luminosity compared to Event 2. Event 1 involves more intense storms and higher cloud-tops than Event 2. This reduced luminosity in Event 1 may be due to the intense storm causing many molecules and atoms to move away, resulting in lower concentrations in the atmosphere. Consequently, the decreased particle concentration likely reduces the rate of electron collisions, leading to less emission and lower luminosity. In contrast, Event 2, with its weaker storm and lower cloud height, maintains a higher concentration of molecules and atoms, leading to more frequent electron collisions and, thus, more intense-colored luminosity. One assumption is that the storm cleaned up the air, leading to better ionization of the discharge path [
31]. Initially, electrons tend to collide with N
2 and N
2+, producing emissions of pinkish (light violet) or violet light. Then, after the ionization path is established, electrons start colliding with oxygen atoms, resulting in blue to emerald-green light emission. Another assumption is that the behavior of the discharge changes, such as a change in polarity or direction of the discharge path in a bidirectional leader or recoil leader within the cloud, causes collisions with N
2 or N
2+, emitting pinkish (light violet) or violet light, followed by collisions with O, emitting blue to emerald-green light.
Another possibility to consider is explosions occurring at power plants. An anecdotal example that produced similar spectral emissions occurred on 27 December 2018 in Queens, New York City, New York [
51]. A Con Edison power plant reportedly experienced an explosion followed by subsequent fires, causing the night sky to light up with blue-green lights for an extended period. To verify this event, we utilized the United States Department of Energy archives of historically reported electrical emergency events and disturbances, Electric Disturbance Events (OE-417) [
52]. This event was documented to occur from 9:12 to 9:16 pm ET and caused unexpected transmission loss throughout the area. We consider the possibility of atmospheric electrical interaction with power stations, such as the event at the power plant in New York. During the electric storm on 16–17 April 2023 and the five-hour recording, there were no electrical disturbances reported by OE-417 [
52] in the area or other locations in Florida (see
Table A1 and
Figure A4 in
Appendix C). This supports the assumption that the colored luminosity did not result from a power station explosion or fire. Additionally, as indicated in
Figure 3 and
Figure 8 in
Section 3, lightning occurrences were reported during the time of the luminosity by GLM, suggesting a high possibility that the colored luminosity was caused by light emitted from lightning discharges.
The colored luminosity may be caused by the scattering, reflection, and refraction of light by cloud particles. The camera’s field of view may have coincidentally been ideally positioned to observe this specific coloration. However, despite multiple events observed by the authors [
14] over a couple of years, no other observations of colored luminosity have been reported in the studies. It is also important to note that the time difference between Event 1 and Event 2 (another colored luminosity occurred between Event 1 and Event 2, but it was observed only by eye without recording) was more than two hours. The isolated occurrence of these events suggests that specific lightning flashes interacting with particular atmospheric conditions may have caused these phenomena.
5. Conclusions
On the evening of 17 April 2023, from 01:00 UTC to 07:00 UTC, electrical discharges were observed. Dense cloud systems moved variably, sometimes rapidly and sometimes slowly, through the Southwest Florida area. Winds shifted in accordance with the variable speed of cloud movement. Two events of colored luminosity were documented: Event 1 at 04:13 UTC and Event 2 at 06:34 UTC on the same day, 17 April 2023. In both Event 1 and Event 2, there were similarities in the characteristics observed in the optical images and the GLM maps. Both events recorded the same luminous colors—pinkish (light violet), violet, blue, and emerald green—and the trajectory of the events, as indicated by GLM, showed clusters and horizontal distributions. Event 1 occurred mainly over the ocean, while Event 2 occurred inland. In Event 1, there were more intense storms, heavier rain, and denser and higher cloud-tops compared to Event 2. The group energy detected in Event 1 was an order of magnitude higher than in Event 2.
Both events exhibited a pattern of luminosity changing color within 0.5 to 2 s. Focusing on this short time duration, it is evident that there was no significant change in the atmospheric conditions surrounding the air and the area of the events during this period. If any changes did occur during this timeframe, one possible explanation could be a rapid change in lightning behavior. This may involve interactions between lightning discharge and atmospheric particles, such as molecules, atoms, and ionized particles. Unique concentrations of atmospheric molecular structures may cause the unique monochromatic wavelengths that were observed through visual observation, observation documented by camera systems, and via GLM. Blue shift, unnatural pollutants, and interactions with human power infrastructure systems are also considered. To gain a more comprehensive understanding of the observed color luminosity related to overall lightning activity and thunderstorms, it is necessary to conduct a detailed meteorological analysis, perform spectrum observations to assess atmospheric conditions, and examine cloud flashes using an interferometer. These methods will help determine that atmospheric concentration is the most significant contributor to the visual coloration observed.