Interrogating Plant Status in the Key of F

If plants could communicate with their tenders, what would they have to say?

This isn’t the preposterous hypothetical question it appears because plants do in fact, speak a language, though no human ear can perceive it. The language of plants is embedded in a complex of biochemical signals that are constantly venting off in fragments of cryptic semaphore, day and night, without surcease until the very end.  Scientists have devised numerous ways of interrogating a plant’s vital signs via semiconductor devices, optical sensors and microchips and converting the signals to quantitative information about the plant’s status: a data stream language, if you will. Photosynthesis is perhaps the most familiar trait distinguishing plants; it is, without exaggerating, the engine powering twenty-first century society, for example: providing our daily sustenance, food, and the oxygen we breathe; energy production needed to heat our homes, cook our food, broadcast the internet, and fuel our modes of transportation. Human knowledge of photosynthesis dates back 350 years; yet our ability to elicit phenomenological and biophysical information about its inner mechanisms has only emerged, gradually, since the 1930s.  Chlorophyll fluorescence induction, or “F” as it’s known by plant scientists, is one powerful technique used to probe the performance and well-being of photosynthesis.

Photosynthesis takes place inside of specialized cellular organelles called chloroplasts. Chloroplasts contain the pigment chlorophyll, which we associate with green leaves. This is because green is the wavelength reflected by the chlorophyll molecules in the leaves and thus, detected by human vision. Generally, the darker green the leaf, the higher the chlorophyll concentration. Chlorophyll is found in other tissues like stems, sheathes, and petioles, but are usually lighter green owing to their lower chlorophyll content. Most terrestrial plants depend, by far, on chlorophyll in leaves for photosynthesis and carbohydrate synthesis.  Algae and certain bacteria also are capable of photosynthesis but here we’ll limit this discourse to vascular plants like maize, wheat, soybean, and the odd Pelargonium.

For those who don’t already know, photosynthesis is a light-driven reaction consuming water and carbon dioxide which in turn, are converted to glucose and oxygen.  When radiant energy from the sun strikes a leaf, only a small fraction is available to drive photosynthesis. Wavelengths between 400 to 700 nanometers (nm) are preferred; this fraction is called photosynthetically active radiation (PAR), which comprises about 45% of the solar spectrum when measured at ground level (Figure 1)1. About 78% of PAR is absorbed, while the rest is either reflected away from, or transmitted through, the leaf.2

Figure 1. About 78% of photosynthetically active radiation (PAR) falling on a leaf is absorbed, while the rest is reflected or transmitted. The result of this solar broadband filtering is that ≤ 30% of incident light is available to drive photosynthesis. Photochemical inefficiency, photonic mismatch, and metabolic overhead further whittle quantum efficiency of photosynthesis conversion of solar energy to biomass down to 0.5-1.3% at mid-latitude when averaged over the whole year (Bisio and Bisio 1997). Image adapted from ESA Bull. 116, 2003.

PAR roughly coincides with the visible spectrum of light sensible to the human eye. Radiant light, including PAR, is made up of small packets of energy called photons, which are the basic “quanta” or units of light. PAR is often quantified as photosynthetic photon flux density (PPFD) with units “micromoles per square meter per second” abbreviated µmol/m2/s. Under optimal conditions, about 84% of absorbed photons are available to drive photosynthesis, while about 14% are lost as heat, and only about 2% are re-emitted as fluorescent light. Keep in mind that these numbers are generalizations prone to seasonal variation, difference in latitude, solar zenith and leaf angle, and atmospheric conditions. Above, in Figure 1, we adopted the 0.45 PAR solar broadband fraction after Howell et al. 1983 and Jacovides et al. 2003, measured at 36° and 35° North latitude respectively, and after Nobel 2004. The 0.78 absorbance fraction is given by the European Space Agency (ESA Bulletin 116 2003), based on maximum absorption in the blue (400-500 nm) and red (600-700 nm) wavebands and reflectance and/or transmission in the green (500-600 nm), in good accordance with Goudriaan 2016.  And the 0.84 fraction is based off a standard maximum leaf absorption coefficient in Murchie and Lawson 2013.

If the word “fluorescence” conjures an image of radiation flowing out of a body, this aptly conveys the phenomenon observed in plants. Chlorophyll fluorescence is a continuous signal broadcasting the state, or “well-being”, of the photosynthetic apparatus. Fluorescence is normally invisible to the human eye except under certain conditions, such as revealed in this highly “illuminating” video. But where does this mysterious light come from?

In fact, fluorescent light emanates from the reaction centers in photosynthesis located in the membranes of the chloroplast. When light energy enters the leaf of a plant it is first “captured” by light harvesting antenna pigments surrounding two reaction cores (Figure 2).

Figure 2. The “light” reaction of photosynthesis in generalized outline showing chlorophyll fluorescence emanating from Photosystem II. Photosystem I is weakly fluorescent (not shown) but has no variable component.  Photosystem I and Photosystem II are designated by the order in which they were discovered, not the order of the reaction. Note that two molecules of water enter the reaction on the left side. Water is split to resupply electrons that are lost from Chlα in the PSII reaction center, generating free oxygen and a constant stream of electrons that feed into PSII. Source: adapted and re-drawn from Govindjee and Wilbert Veit.

Light energy enters Photosystem I (PSI) or Photosystem II (PSII) depending on the wavelength of the captured light: λ 680 nm or λ 700 nm. Both wavelengths are in the red bandwidth (Some higher energy light in the blue band is also absorbed but this is mainly funneled into PSII). When a chlorophyll a (Chlα) molecule in PSII absorbs a photon of energy, one of its electrons is raised to a higher energy state. While in this excited state, the electron is trapped by an electron acceptor pool from which it cascades down through an electron transport chain into PSI, as shown in Figure 2. The process repeats itself, ultimately generating NADPH by chemical reduction of NADP+. NADPH provides the fuel for anabolic synthesis like fixing CO2 into sugar molecules, in a closely coupled process known as the Calvin cycle or “dark” reaction, so named because it doesn’t depend on light activation3.  In this manner, photon (electromagnetic) energy absorbed by plants is converted into stored chemical energy.

Fluorescent radiation can be traced back to photons that did not enter the light reaction of photosynthesis. The acceptor pools in photosynthesis are easily swamped by incident  light, even though the fraction of radiant energy absorbed by the leaf is very small. Somehow, the plant must use up, or dissipate, this energy otherwise the photosynthetic apparatus could be damaged. When the electron acceptor pools are closed,  excited electrons have nowhere to go. The end result is that free electrons will decay back to their ground state. The energy lost in this decay process is given off as fluorescent light.  Excess light energy sloshing around activates biochemical reactions that produce free radicals like peroxide and other toxic oxygen species. In response, the plant produces anti-oxidants that scavenge these free radicals and render them harmless. However, this defense mechanism can be overwhelmed in strong sunlight, where the plant suffers photodamage, manifested by symptoms like leaf burning and scorching (Figure 3). In severe cases, it may lead to the death of the plant.

leaf scorch example in corn

Figure 3. Symptoms of leaf scorch in corn due to drought stress. Certain diseases may exhibit look-alike symptoms. Source: Purdue University

Fortunately, nature has devised a clever strategy to balance photochemistry in a mutually competing process known as energy quenching. Three possibilities exist for energy quenching in the chloroplast. The first possibility is called photochemical quenching (qP) wherein light energy is converted into stored chemical energy via electron transport, as in Figure 2. Second, some of the energy is also given off as heat by the PSII light harvesting pigments, funneled through non-photosynthetic accessory pigments like xanthophyll, or simply avoided by down-regulation of PSII activity. This is known as non-photochemical quenching (NPQ). Lastly, a small but important fraction of this extra energy is given off as fluorescent emissions from chlorophyll molecules. This is called fluorescence quenching (qF), symbolized by the wavy line in Figure 2. Photochemical quenching occurs in competition with NPQ and qF such that an increase in the efficiency of one comes at the expense of the other. Thus, by measuring chlorophyll fluorescence we can interrogate the relative efficiency of photochemistry and heat dissipation which are vital to plant health.  This is the underlying principle of fluorescence analysis. Note that, in Figure 2, the wavelength of fluorescence emissions is always longer than that of the absorbed wavelength. As such, fluorescence implicates a stretching of wavelength, a key factor in the detection of an otherwise tiny signal.  The visible wavelengths that induce chlorophyll fluorescence can range from the blue to the red region. Blue or blue-green fluorescence is stimulated by ultra-violet light, which is not used in photosynthesis and may be ignored for our purposes.

Chlorophyll fluorescence analysis is one of the most popular non-invasive methods used by plant scientists for probing the state of PSII.  The technique is easy, rapid, relatively low cost, yet highly sensitive. The sensitivity of PSII to biotic and abiotic stress makes it an ideal bellwether of changes in plant genetics, pathology, and response to environmental stimuli.  However, the technique is still relatively obscure outside of plant physiology, nor has it caught on in remote sensing applications in agriculture. Some of this can be explained by the challenges in unmixing the fluorescence emission signal from that of other upwelling radiation that mingles in the same wavelength. Techniques like Fraunhofer line depth detection (FLD) and laser induced saturation pulse (LISP) are promising but still under development. On the other hand, hand-held, or clip-on, devices for measuring chlorophyll fluorescence in vivo, that is, actual photosynthetic activity in living plant tissue, are commonplace tools used by researchers nowadays. Could this powerful technology be deployed to routinely interrogate plant status in the field? What about benchmarking passive or active fluorescence imaging acquired via satellite and UAV sensors in precision farming? Or plant classification? Possibilities abound.

The discovery of chlorophyll fluorescence emission induction is credited to Hans Kautsky and A. Hirsch who first reported the phenomenon in a brief scientific article published in 1931 (Govindjee 2004)4. The authors followed the illumination of dark-adapted leaves and monitored the rise and fall of the ensuing fluorescence emission. Exposure to a period of darkness was necessary to clear out the excited electrons from the electron transport chain and purge the acceptor pools. What they observed were traces similar to that in Figure 4.

Figure 4. Typical chlorophyll fluorescence emission trace for a dark-adapted leaf made with a “Kautsky”-type fluorometer. Interpretation: A is the point illuminated by a pulse of non-saturating light; B is the chlorophyll emission when all reaction centers are open, i.e. unquenched where NPQ = 0; C is the point illuminated by a pulse of saturating light; D is the emission peak, E is the emission approaching steady state; F is the emission when all reaction centers have relaxed. F0 = non-electron transport-stimulating emission ‘background’ eliciting the minimum fluorescence value; Fm is the maximum fluorescence; Fv is variable fluorescence = Fm – F0; F (F-prime), steady state fluorescence in light. If the plant is under stress, e.g. from lack of moisture or exposure to pathogens, herbicide, or extreme temperature, the emission trace might look like the slowly relaxing upper green dotted line. Source: adapted and re-drawn from Murchie and Lawson 2013.

In the “Kautsky” trace depicted in Figure 4, it can be noticed that emissions rise to a point F0 where all PSII reaction centers are open, i.e. qP is maximal and NPQ is minimal. Then, there is a nanosecond rise to Fm after light absorption, the point of maximum fluorescence yield. The rise to Fm only occurs when all reaction centers are closed because fluorescence competes with photochemistry. The distance from F0 to Fm is known as “variable” fluorescence, or Fv. The distance from Fm to F′ is transient, marked by a gradual decay to a steady state. This is evidence that healthy plant cells are capable of extinguishing, or “quenching” light energy while stressed or damaged cells are not. Later on, Genty et al. (1989) would postulate that the ratio Fv/Fm directly measures the maximum quantum efficiency of PSII photochemistry (see Baker 2008).

Austrian chemist Hans Kautsky (1891-1966), who is credited with discovering the “Kautsky effect” of variable rate fluorescence. Image source: Wikipedia

In other words, Fv/Fm measures the maximum fraction of incident photon energy that can be used to drive PSII and electron transport. This parameter is very important because it estimates the theoretical maximum of quantum efficiency and is therefore a good indicator of CO2 fixation in photosynthesis. What, then, is the theoretical maximum quantum efficiency?

Numerous studies with Kautsky-type fluorometers have reported that, on average, Fv/Fm  is about 0.83 when plants are unstressed (Bjorkman and Demmig 1987; Johnson et al. 1993; Genty et al. 1989). It is primarily this number that is reported as the theoretical maximum quantum efficiency of PSII photochemistry. However, normal unstressed values for Fv/Fm may range from 0.77-0.85 according to plant species. While the advent of the Kautsky fluorometer opened new horizons for inquiry into photosynthesis, it suffered from one serious drawback: measurements had to be made on dark-adapted leaves necessitating bringing plants indoors or creating suitable conditions outdoors. This was impractical for measuring chlorophyll fluorescence in vivo under open field conditions in full sunlight. The problem was solved in the mid-1980s by workers in Germany who developed a novel fluorometer called a Pulse Amplitude Modulated (PAM) fluorometer (Schrieber et al. 1986 and 2004).

The operating principle of the PAM fluorometer is similar to that of the Kautsky fluorometer, except that three distinct light sources are used. An initial very weak (0.1 µmol/m2/s) non-saturating light pulse is followed by a saturating actinic5 light of moderate intensity (< 3,000 µmol/m2/s) used to drive photosynthesis, followed by a very high intensity saturating light up to 18,000 µmol/m2/s (compare this to a maximum intensity of about 1,500 µmol/m2/s at mid-latitude). The saturating light pulses overwhelm the electron acceptor pools, thus zeroing out qP.  The difference in fluorescence emission between these peaks and the fluorescence decay trace is the quenching coefficient qN, or alternatively, NPQ.  This was a significant step forward in that it provided a basis for analyzing the three components of quenching: qP, qF, and NPQ, none of which could be elucidated with Kautsky fluorometers. Actively modulated light pulses, it was discovered, also provided a mechanism by which to differentiate reflectance and fluorescence signals. Figure 5 sketches out a typical leaf fluorescence response and the quantifiable parameters provided by a PAM fluorometer. You’ll notice that this diagram is a modified version of the Kautsky trace in Figure 4.

Figure 5. Typical chlorophyll fluorescence emission trace for a light-adapted leaf made with a PAM fluorometer. Interpretation: Pulse 1 = non-saturating measuring beam on; F0 = non-stimulating fluorescence emission ‘background’ eliciting the minimum fluorescence value; Fm is the maximum fluorescence in moderate saturating light; Fv is variable fluorescence Δ Fm – F0; Pulse 2= high-intensity actinic light on; F′ (F-prime), steady state fluorescence; Fm′ is the maximum steady-state fluorescence; Fq′ is the difference between Fm′ and F′; FR=pulse of far-red light to stimulate PSI; F0′ is the minimum fluorescence value after switching on FR; Fv′ is variable fluorescence in light Δ Fm′ – F0′. Source: adapted and re-drawn from Murchie and Lawson 2013.

I should point out that Figure 5 is simplified in order to convey the underlying principles to the reader; in practice, PAM fluorometers may emit more pulses of measuring and/or actinic light with multiple inflection points in the trace depending on the particular instrument and protocol. As previously noted, PAM fluorometers are designed to estimate PSII operating efficiency in the field under ambient light conditions. Typically, the instrument clamps onto the leaf at a single point as shown in Figure 6. How, then, does it take measurements in light if the leaf is obscured by the instrument head?

Figure 6. Hand-held PAM fluorometer with top-mounted quantum sensor.

A clever way around this has been to mount a quantum sensor on top of the instrument to measure incoming PAR intensity, typically 400 to 700 nm wavelengths. For the PAM fluorometer shown in Figure 5, ambient light intensity (µmol m-2 s-1) is reproduced inside of the measuring head using a series of LED lights that have been carefully calibrated against industry-standard quantum sensors.

The emission parameters elicited by a PAM fluorometer include ΦII, or “Phi Two”, the quantum efficiency of PSII electron transport, also reported somewhat confusingly, as “operating efficiency” or “effective quantum yield” in the scientific literature. The word “quantum” is prefixed because ΦII represents the fraction of incoming photon units (quanta) driving electron transport in PSII where most light energy is converted into food. The qP parameter represents photon energy that is dissipated through electron flow in the light reaction of photosynthesis, i.e. it relates the theoretical maximum quantum efficiency Fv/Fm to effective quantum yield, Fq′/Fm′. Because qP is related non-linearly to the fraction of PSII centers that are open, its interpretation is not straightforward. Thus, qP is frequently replaced by qL, the fraction of PSII centers that are in an open state.  The NPQ parameter, reported as “ΦNPQ” or “PhiNPQ” by some PAM fluorometers, estimates the ratio of incoming photon energy that goes to non-photochemical quenching6. As such, NPQ may be interpreted as regulating excess energy to reduce damage to the reaction centers in photosynthesis, i.e. a “photoprotective” device in plants. Linear electron flow (LEF), or Electron Transport Rate (ETR) per Baker 2008 is a quantity derived from other parameters as noted in Figure 5, and may be interpreted as the total electron flow from the chlorophyll antenna complex, where light is captured, feeding into PSII, taking the leaf absorptivity into account. The theoretical basis for LEF rests upon several assumptions: (1) two photons are used to excite one electron; (2) the distribution of excitation between PSI and PSII is equal; and (3) a leaf absorbance coefficient of 0.84. PAM fluorometers also have the ability to measure Fv′/Fm′, maximum quantum efficiency a là Kautsky, in the light. In fact, PAM fluorometers can measure any number of fractional parameters depending on the needs of the operator. Interested readers should consult Baker 2008 and Tietz et al. 2017 for a full suite of emission parameters and their formulas and definitions.

I want to pause here and say that the information in Figures 4 and 5, including my notation and interpretation, are based off primarily two sources:  Murchie and Lawson 2013; and Baker 2008. Any novice (remembering that we were all once novices) wading into the vast literature on chlorophyll fluorescence emission is immediately confronted with a befuddling array of notation and nomenclature. Worse yet, this notation often varies from source to source, making it difficult for the beginner to parse, let alone comprehend, its meaning. Baker 2008 attempted to bring some order to this unholy mess, but the result is, it’s still challenging. With this in mind, I’ll caution the reader that this is my best interpretation of the information I’ve garnered from the above two sources, and a few others like Maxwell and Johnson 2000; Kalaji et al. 2017; and Govindjee 2004. The quote, “Oh what a tangled web we weave” attributed to Sir Walter Scott, applies here. Saying that, if the reader should detect errors or ambiguities in anything that I’ve written, please reach out to me via email. This is a blog, not a peer-reviewed article.

Following the principle that strong pedagogy is best administered in homeopathic doses, I conclude this brief foray into the captivating field of plant fluorescence. It’s been some time in the works, so it feels good to finally let if fly. Don’t worry, there’s more! In the next round I’ll share some intriguing maize plant emission data we collected with the MultispeQ PAM fluorometer in 2018, to whet your appetite.

In the meantime, shower your plants with gentle husbandry. You never know what you might hear back.

_________________________________

End Notes

1Integrating Planck’s Law of blackbody radiation between 400 and 700 nm yields a fractional PAR value of 0.368 outside Earth’s atmosphere. Higher PAR fractions are normally measured at Earth’s surface due in part to selective filtering of the solar spectrum by the atmosphere via absorption and scattering.

2Figure 1 is somewhat misleading in that it shows green light reflected only off the upper cuticle of the leaf. In reality, there are two leaf reflection components: one arising from reflection of full-spectrum incident light off the leaf’s upper cuticle, and one arising from inside the leaf that has been depleted in the non-green visible wavelengths. The latter comprises a mixture of reflection and scattering off internal leaf components and helps to explain the green color of leaves.

3The light reaction supplies both electrons (e) and protons (H+). Protons are generated from the splitting of water molecules in PSII as shown in Figure 2. Electron transport in PSII generates a build up of protons inside the membranes of the chloroplast, which drives the formation of the energy-supplying molecule ATP. Here, we focus solely on electron transport in the light reaction.

4Kautsky wasn’t the first to observe the phenomenon of fluorescence. Sirs David Brewster and John Herschel made visual observations in the 19th century but it was left to Kautsky and Hirsch to interpret the rise and fall of the fluorescence trace in terms of photochemistry.

5Visible light that is absorbed by the chlorophyll antenna and will drive electron transport. Blue and red light are examples.

6A related parameter NPQT may also be calculated. See Tietz et al. 2017 for its definition and interpretation vis à vis NPQ.

Further Diggings

Baker, N.R., 2008. Chlorophyll fluorescence: A probe of photosynthesis in vivo. Annual Revue of Plant Biology. 59, 89–113. https://doi.org/10.1146/annurev.arplant.59.032607.092759

Bisio, G., and A. Bisio. 1998. Some thermodynamic remarks on photosynthetic energy conversion. Energy Conversion and Management 39, 741–748. https://doi.org/10.1016/S0196-8904(97)10042-5

Björkman, O., and B. Demmig. 1987. Photon yield of O2 evolution and chlorophyll fluorescence characteristics at 77 K among vascular plants of diverse origins. Planta 170, 489–504. https://doi.org/10.1007/BF00402983

Davidson, M., Berger, M., Moya, I., Moreno, J., Laurila, T.,  Stoll, M., and J. Miller. 2003. Mapping photosynthesis from space – a new vegetation-fluorescence technique. ESA Bulletin No. 116, p. 34 – 37.
http://www.esa.int/esapub/bulletin/bullet116/chapter4_bul116.pdf

Genty, B., Briantais, J.M., and N.R. Baker. 1989. The relationship between the quantum yield of photosynthetic electron transport and quenching of chlorophyll fluorescence. Biochimica et Biophysica Acta – General Subjects 990, 87–92. https://doi.org/10.1016/S0304-4165(89)80016-9

Goudriaan, J., 2016. Light Distribution. In: Hikosaka, K., Niinemets, Ü., and N.P.R. Anten  (Eds.), Canopy Photosynthesis: From Basics to Applications. Springer Netherlands, Dordrecht, pp. 3–22. https://doi.org/10.1007/978-94-017-7291-4_1

Govindjee, G., 2004. Chlorophyll a fluorescence: a bit of basics and history. In: Papageorgiou, G.C., and G. Govindjee (Eds.),  Chlorophyll a
Fluorescence: a Signature of Photosynthesis. Springer, Dordrecht pp. 1–42. https://doi.org:10.1007/978-1-4020-3218-9

Howell, T.A., Meek, D.W., and J.L. Hatfield. 1983. Relationship of photosynthetically active radiation to shortwave radiation in the San Joaquin Valley. Agricultural Meteorology 28, 157–175. https://doi.org/10.1016/0002-1571(83)90005-5

Jacovides, C.P., Tymvios, F.S., Asimakopoulos, D.N., Theofilou, K.M., and S. Pashiardes. 2003. Global photosynthetically active radiation and its relationship with global solar radiation in the Eastern Mediterranean basin. Theoretical and Applied Climatology 74, 227–233. https://doi.org/10.1007/s00704-002-0685-5

Johnson, G., Young, A. Scholes, J., and P. Horton. 1993. The dissipation of excess excitation energy in British plant species. Plant, Cell & Environment 16, 673–679. https://doi.org/10.1111/j.1365-3040.1993.tb00485.x

Kalaji, M.H., Goltsev, V., Zuk-Golaszewska, K.Z., Zivcak, M., and M. Brestic. 2017. Chlorophyll Fluorescence : Understanding Crop Performance  Basics and Applications. Boca Raton, FL : CRC Press, 2017.

Maxwell, K., and G.N. Johnson. 2000. Chlorophyll fluorescence—a practical guide. Journal of Experimental Botany 51, 659–668. https://doi.org/10.1093/jexbot/51.345.659

Murchie, E.H., and T. Lawson. 2013. Chlorophyll fluorescence analysis: a guide to good practice and understanding some new applications. Journal of Experimental Botany 64, 3983–3998. https://doi.org/10.1093/jxb/ert208

Nobel, P.S. 2004. Physicochemical & environmental plant physiology. Boston : Elsevier, 2004.

Schreiber, U. 2004. Pulse-amplitude-modulation (PAM) fluorometry and saturation pulse method: An overview. In: Papageorgiou, G.C., Govindjee (Eds.), Chlorophyll a Fluorescence: A Signature of Photosynthesis. Springer Netherlands, Dordrecht, pp. 279–319. https://doi.org/10.1007/978-1-4020-3218-9_11

Schreiber, U., Schliwa, U., and W. Bilger. 1986. Continuous recording of photochemical and non-photochemical chlorophyll fluorescence quenching with a new type of modulation fluorometer. Photosynthesis Research 10, 51–62. https://doi.org/10.1007/BF00024185

Tietz, S., Hall, C.C., Cruz, J.A., and D.M. Kramer. 2017. NPQ(T): a chlorophyll fluorescence parameter for rapid estimation and imaging of non-photochemical quenching of excitons in photosystem-II-associated antenna complexes. Plant, Cell & Environment 40, 1243–1255. https://doi.org/10.1111/pce.12924

Disclaimer: Links to digital content in this blog are for the reader’s information only, not an endorsement of that content.

This entry was posted in NC State. Bookmark the permalink.