The Basics of Plant Spectral Response

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In this article, Patrick of Specteros discusses the basics of light measurements that can be used to measure the health and wellbeing of plant species.

The following is an article produced by a contributing author. Growers Network does not endorse nor evaluate the claims of our contributors, nor do they influence our editorial process. We thank our contributors for their time and effort so we can continue our exclusive Growers Spotlight service.


Using Light to Assess Plant Health


Spectroscopy Applied to Leaves

When light strikes a material, the resulting light can be divided into three categories: transmission, reflection, and absorption. The amount of light that ends up in each of these categories is determined by the spectrum of the incident light as well as the absorptive properties and transmission spectrum of the material.

The method for determining these spectra is called spectroscopy. This measurement is done by shining a broadband source of collimated light at a material and collecting the reflected and/or transmitted beam. The collected beam is then separated into its constituent wavelengths via grating or prism. A linear array of detectors then measures the intensity of light at each spatially resolved wavelength.

Figure 1: An incident light is shone at a left surface, and the transmitted and reflected light is then separated via a prism and measured with a detector. The absorbed spectrum is inferred from the total amount of light that is not detected.

The result of this spectroscopic experiment tells us the spectral content of the transmitted and reflected beams of light after hitting a leaf. However, thanks to conservation of energy we can also infer the absorption spectra. If we sum the reflectance and transmittance spectra and subtract it from the incident spectra, we are left with the absorption spectra.


Variation

The outcome of a spectroscopic experiment is highly material-dependent. For example, even if we limit ourselves to only looking at leaves, the final spectra will be different from species to species and even cultivar to cultivar or strain to strain. See Figure 2 below for examples.

Figure 2: Absorption and reflection spectra of various leaf species. Results were averaged and smoothed from results of measuring 6 leaves per species.


How Molecules Affect Plant Spectral Response

Every atom in a given plant contributes to the absorption, transmission, and reflection profile of said plant. However, the characteristic peaks and dips in a given plant spectra are not attributed to its individual atoms. As atoms bond together to form larger molecules, they behave more like a singular unit than as individual atoms. These coupled molecular systems have a different and larger “bulk” spectral response than the atoms that make them up. In other words, the sum is greater than the whole. This is why we can attribute the features in a plant’s spectra to the organelles (IE chloroplasts) and macromolecules (IE chlorophyll) in the plant instead of the individual atoms in that plant.

Figure 3: The absorption spectra of chlorophyll a and b as well as beta-carotene. The dotted green line shows the typical absorption spectra of a green, leafy plant. The features of the bulk response correlate significantly with the features seen in the chlorophyll spectra. The actual photochemical efficiency is determined experimentally and mathematically.

This bulk response of molecules is why different plants will have different absorption spectra. Even though plants are all made of similar cells and organelles, the relative amounts of these systems in a given plant will affect the resulting spectra. For example, all leaves have cuticles and an epidermal layer (Fig. 4). A leaf with a thicker, more tightly formed cuticle will reflect more incident light than a leaf with a thinner, loosely formed cuticle. Likewise, a plant with a green stem will have more chlorophyll than a plant with a woody stem. A woody stem looks brown because it preferentially reflects red and yellow wavelengths, whereas a green stem reflects green wavelengths of light.

Figure 4: Diagram of the internal structure of a leaf.

Even within a single plant species, we can see different physical and biochemical characteristics of plants. For example, the leaf of a White Poplar (Populus alba) has a dark green top surface and a white bottom surface. This results in a completely different absorption and reflection spectra depending on the direction of the incident light. An example can be seen in Figures 5 & 6.

Figure 5: White poplar leaf

Figure 6: Absorption and reflection spectra of the White Poplar leaf for light incident on upper surface and incident on lower surface.


Conclusion

All of these facts make plant spectroscopy a fascinating and extremely useful tool when examining plants. One could even monitor the health of a plant by monitoring relative changes in its reflection and transmission data. In fact, NASA does uses this knowledge. Healthy plants absorb blue and red light to drive photosynthesis and make chlorophyll. Chlorophyll reflects near-infrared radiation. Since a healthy plant has more chlorophyll than an unhealthy plant, one can monitor the health of the plant by measuring the amount of reflected near-IR light. Satellites orbiting the Earth can collect infrared light reflected off of vegetation on the Earth’s surface and compare it to previously measured data to understand the health of various plant ecosystems.


Citations

  1. Moss, R. A., and W. E. Loomis. “Absorption Spectra of Leaves. I. The Visible Spectrum.”Plant Physiology, vol. 27, no. 2, Jan. 1952, pp. 370–391., doi:10.1104/pp.27.2.370. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC540339/pdf/plntphys00397-0150.pdf
  2. Light Absorption for Photosynthesis, hyperphysics.phy-astr.gsu.edu/hbase/Biology/ligabs.html
  3. “Palisade Cell.” Wikipedia, Wikimedia Foundation, 30 Nov. 2017, en.wikipedia.org/wiki/Palisade_cell.
  4. “Populus Alba.” Wikipedia, Wikimedia Foundation, 1 Dec. 2017, en.wikipedia.org/wiki/Populus_alba.

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  2. Email: info@specteros.com

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About the Author

Patrick is a Ph.D. candidate at the University of Arizona College of Optical Sciences. His research includes single photon sources and detection, advanced semiconductor structure growth, optical computing, and high-energy laser sources.


Blockchain Technology is a Modern Requirement for the Cannabis Industry

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Ben Amirault of Medicinal Genomics discusses the potential application of blockchain technology for the cannabis industry.

The following is an article produced by a contributing author. Growers Network does not endorse nor evaluate the claims of our contributors, nor do they influence our editorial process. We thank our contributors for their time and effort so we can continue our exclusive Growers Spotlight service.


Disclaimer

This Contributors article has been reproduced with permission from Medicinal Genomics. The original article can be found here.

Editor’s Note: Don’t just take anybody’s word for it. Do your own research and learn how blockchain technology works before making any significant investments into any financial or technological system.

This post is an excerpt from Medicinal Genomics Blockchained Cannabis DNA white paper, which provides an overview of how the cannabis industry can use DNA sequencing and blockchain technology to create a transparent supply chain that cultivators, dispensaries, regulators, and consumers can trust. Use the form on our website download your copy!

Since publishing that whitepaper, Medicinal Genomics has partnered with DASH, one of the largest cryptocurrencies in the world, to help realize that vision. DASH has agreed to fund improvements to our StrainSEEK® Strain Identification and Registration Service and update the UI on our strain database, Kannapedia.net. The first improvement will be storing the genetic information generated from the StrainSEEK service on the DASH blockchain, instead of the Bitcoin Blockchain. DASH’s platform allows for much faster transactions that are also less expensive.

Our hope is that this partnership with DASH will continue to grow to a point where we can create a transparent cannabis supply chain built on genetics and blockchain technology that cultivators, dispensaries, regulators, and consumers can trust.


Using Blockchain Technology to Increase Transparency

A blockchain-based genetic catalog of all cannabis varieties in a given market provides transparency in an opaque world of underground names and folklore medicine. By using blockchain technology and the StrainSEEK® strain identification and registration service, we have the unique ability to build the most comprehensive cannabis tracking system in the world that will bring patient safety, manufacturer transparency, and regulatory comfort.

Such a system is attractive to regulators because it delivers emergent incentives against diversion and counterfeiting. Blockchain-linked mobile phone applications could instantly verify legitimate material with QR code links to public strain data on Kannapedia.net.


Why Blockchains?

Blockchains are global, transparent, hack-proof ledgers that are ideally suited for storing data that is valuable to many different collaborative and potentially competitive parties. Blockchains present immutable ledgers that anyone in the world can view and everyone can verify.

Bitcoin is one of the largest and most trustworthy examples of a blockchain. The Bitcoin mining network is now 100 times larger the top 500 supercomputers combined. Google’s computing power doesn’t even match this Hashing power. As a result, there is not enough computational power on the planet that would be required to hack the Bitcoin network.

Due to this unique and clever crowdsourced design, Bitcoin is one of the fastest-growing and best-performing global currencies since its inception in 2008. The Bitcoin ledger is viewed as so trustworthy that society has parked more cash there than the market cap of PayPal or Netflix. Bitcoin has an estimated value of $70B, which is more than doubling every year. This is the most trusted data store on Earth.

Blockchains are arguably one of the most significant invention in computer sciences in 50 years. They rely upon a distributed architecture that could avoid future occurrences similar to the hacking of the “MJ Freeway” servers that occurred in 2017. A single event nearly shut down the cannabis industry in several states, forcing dispensaries to use paper-based order processing for several weeks. Because blockchains provide decentralized, disaster-resistant ledgers, blockchains are a modern requirement for the cannabis industry. Any other architecture is too fragile or dangerous by design.

Editor’s Note: If you’re interested in learning more about BitCoin, I would recommend listening to Phil Ferguson, a professional fiduciary, who made a few podcasts (Part One, Part Two) about it. He explains how blockchain technology works in essence.


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Resources:

  1. Want to get in touch with Medicinal Genomics? They can be reached via the following methods:
    1. Website: https://www.medicinalgenomics.com/
    2. Phone: 866-574-3582
    3. Email: info@medicinalgenomics.com

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About the Author

Ben is the Marketing Manager at Medicinal Genomics (MGC) and enjoys the challenge of trying to simplify the amazing science performed in the MGC lab into content for the layman. Ben also maintains Kannapedia.net and helps to organize and execute MGCs annual CannMed Conference. Prior to joining MGC Ben worked as an writer and editor. He earned his journalism degree from the University of New Hmapshire.


Sustainable Growing – Underground

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In this Growers Spotlight, we interview Anthony Mollins of GroGeo LLC about how clever building design and careful forethought can lead to a more sustainable, more affordable means of growing cannabis.

Anthony Mollins

The following is an interview with industry experts. Growers Network does not endorse nor evaluate the claims of our interviewees, nor do they influence our editorial process. We thank our interviewees for their time and effort so we can continue our exclusive Growers Spotlight service.


Abbreviated Article


Editor's Note: Growers Network appreciates its readers! If you are limited on time, we are now offering abbreviated versions of our articles. Click below to view.

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Growing Style



Sustainability



About Anthony and GroGeo

Go green, baby.Anthony Mollins
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Want to get in touch with GroGeo?

You can reach them via the following methods:

  1. Website: http://grogeo.com/
  2. Phone: 719-330-2226
  3. Email: anthony@grogeo.com
  4. Instagram: https://www.instagram.com/grogeo/

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About the Author

Hunter Wilson is a community builder with Growers Network. He graduated from the University of Arizona in 2011 with a Masters in Teaching and in 2007 with a Bachelors in Biology.


The Value of Medical Cannabis in Treating Veterans with PTSD

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In this contributor article, Amy Zukeran of Amy’s Cannabis Garden explores the value of cannabis when treating PTSD in combat veterans. This article has been reposted and edited with permission from Amy Zukeran. The original article can be found here.

The following is an article produced by a contributing author. Growers Network does not endorse nor evaluate the claims of our contributors, nor do they influence our editorial process. We thank our contributors for their time and effort so we can continue our exclusive Growers Spotlight service.


Disclaimer

Editor’s Note: The following contains excerpts from an Afghanistan war veteran. If you or someone you know is prone to symptoms of PTSD, be warned that there are vivid descriptions about combat ahead. Thank you.

Disclaimer

Editor’s Note: The following contains excerpts from an Afghanistan war veteran. If you or someone you know is prone to symptoms of PTSD, be warned that there are vivid descriptions about combat ahead. Thank you.


Making it Through

“My unit was deployed to Afghanistan for about 14 months. We saw and heard a lot of combat…”

“[On one mission] our convoy was traveling to our next location for patrol, when an RPG (rocket-propelled grenade) hit one Humvee and an IED (improvised explosive device) went off on another… [there was] chaos everywhere. It felt like we were surrounded by insurgents wherever we looked. Bullets [were] zipping past our heads.”

“As a medic, I searched for the easy-to-care first, patched up two and [got them] into the fight again; then I had to tend the critical cases. When I dragged one behind cover, I took a hit to the knee. [A] quick shot of morphine to the thigh and tourniquet just above the wound, [got me] back in action, doing anything and everything I could to bring my team home… [working to see] who I could save.”

Because my source wishes to remain anonymous, we shall call him “Specialist Spock.” He was an E-4 specialist combat medic with the U.S. Army 68W Combat Medic Specialist 3-73rd CAV/82nd Airborne Support Fort Bragg, NC from 2007 through 2011. Spock was an ass-kicking medic with the Army. He now suffers from Post-Traumatic Stress Disorder, abbreviated as PTSD.

Specialist Spock. At least in my mind.


Post-Traumatic Stress Disorder

It is estimated that seven to eight percent of Americans will suffer from PTSD at some point of their lives. The Veterans Administration (VA) noted that almost 50 percent of outpatient mental-health patients suffer from PTSD. One PTSD support organization estimated that the annual cost to society is about $42.3 billion a year.

Trauma is defined as a shocking and dangerous event that happens to you or that you observe. I this scenario, you feel as if your life or the lives of others are in danger. An estimated 60 to 80 percent of those who have experienced traumatic events will develop PTSD. PTSD is often a crippling mental illness that remains embedded in the patient’s memory. There are many negative side effects, including:

  1. Nightmares of the traumatic event
  2. Loss of interest in things you once liked to do
  3. Angry outbursts
  4. Trouble concentrating
  5. Sleeplessness
  6. Feeling emotional isolation
  7. Depression
  8. And many, many more symptoms.

Editor’s Note: To read a full list of symptoms and conditions, you can look at the DSM-V psychological manual. A short list can be found on the VA’s website here.

Persistence of PTSD is attributed to brain chemistry changes which occur during traumatic events. Stress hormones and adrenaline reach their highest levels, and some call this a state of “hyper responsiveness.”

“At first I thought nothing of the nightmares and ignored the insomnia and pain [I] still experience…. I tried counseling upon return,” Spock remembered. “It worked for a little while. Then I resorted to drinking and morphine to numb myself….”


How Cannabis Can Help

“After a real bad OD, I started self-medicating with marijuana,” Spock noted. “It got me off the anti-depressants, booze, and morphine.”

This may be evidence of the efficacy of the body’s own cannabinoid receptor system. Ontario-based researchers have made interesting discoveries with regards to PTSD. Their research revealed that CBD, or cannabidiol, disrupts negative memories. The introduction of phytocannabinoids such as CBD from cannabis can help restore our endocannabinoid system.

But Brazilian researchers have shown that tetrahydrocannabinol, or THC, may be more potent than CBD at disrupting dream memories. The theory is that both THC and CBD may help erase associations to painful memories. Side effects may include an increase in appetite, cotton mouth, and red eyes in exchange for alleviation from PTSD’s symptoms. I think most can live with those side effects.

“Medicating with marijuana has been extremely helpful,” Spc. Spock said. “On days when my PTSD is bad, I can feel my heart pounding in my head and through my chest. I’ll smoke a little [cannabis] and I can immediately feel the fear dissipating, my chest doesn’t hurt as much as it did before.

“While recapping events [for this article], I’ve had to take a break and smoke just to be able to finish this,” Spock revealed.

The strange things you can find on the internet...


The state of Florida has passed a medical cannabis law in 2016 and though PTSD is not specifically enumerated as a disease that cannabis may help, there is still a possibility that Florida physicians may write recommendations for medicinal cannabis. The law allows physicians to use their discretion when recommending medical cannabis. Florida PTSD organizations are pushing for medical cannabis’ inclusion onto the list of recommended uses as a multi-symptom reliever.


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Want to get in touch with Amy Zukeran? They can be reached via the following methods:

  1. Website: http://amys-cannabis-garden.com/

Here are a few additional resources we at GN hope can help our servicemen & women and their families transition from military service to civilian life:


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Feel free to post below!


About the Author

Amy was born and raised in the Puna Bud Capital of the World -- Hawai'i. She is genetically programmed to write and also explore medical cannabis so visit her blog. Mahalo Nui Loa!


Elad Spiegel, Director of Cultivation for Golden Leaf Holdings

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In this Growers Spotlight, we interview Elad Spiegel (pronounced "A-Lod"), the Director of Cultivation for Golden Leaf Holdings about his growing style, preferred facilities, and philosophy.

EladElad Spiegel

The following is an interview with industry experts. Growers Network does not endorse nor evaluate the claims of our interviewees, nor do they influence our editorial process. We thank our interviewees for their time and effort so we can continue our exclusive Growers Spotlight service.


Abbreviated Article


Editor's Note: Growers Network appreciates its readers! If you are limited on time, we are now offering abbreviated versions of our articles. Click below to view.

If you like the abbreviated article, let us know in the survey at the bottom of the article! We're always interested in hearing your feedback.

If you want to read more, you can read the full article below.


The Operation



Philosophy

You could have the best technology in the world, but if you don’t have a good team to support that, then you don’t have much.Elad Spiegel

About Golden Leaf and Elad


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You can reach him via the following methods:

  1. Website: http://goldenleafholdings.com/
  2. Phone: 503-384-2141
  3. Email: info@goldenleafholdings.com

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About the Author

Hunter Wilson is a community builder with Growers Network. He graduated from the University of Arizona in 2011 with a Masters in Teaching and in 2007 with a Bachelors in Biology.


Maintaining Growroom Yields During Drought: Part I

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In this series of contributor articles, Clif Tomasini of Quest Hydro discusses how to maintain a proper grow room with great yields despite an ongoing drought. With concerns about climate change in the future, these tips may come in handy!

The following is an article produced by a contributing author. Growers Network does not endorse nor evaluate the claims of our contributors, nor do they influence our editorial process. We thank our contributors for their time and effort so we can continue our exclusive Growers Spotlight service.


Disclaimer

This article has been reposted with permission from Quest Hydro. The original article can be found here.

3 Keys to Keep Your Water Needs Modest

Drought has recently become a major concern for some growers. States like Washington, California, and Oregon are seeing major drought issues; water is becoming increasingly scarce and restrictions are getting tighter. With surface water, groundwater, and other water sources drying up, new “water rights regulations” are being put in place; these regulations have increased the cost of water.

Sounds dismal, right? But limited clean water availability doesn’t have to doom you to lower plant yields. You can take a few basic measures that will:

  1. Reduce overall water consumption
  2. Maintain supplies of clean, usable water for plant growth without significant additions to supply, and
  3. Maintain the quality and volume of yields


Lights

Lights are, of course, the source of grow room heat. If you keep light usage controlled so that temperatures maintain at ideal levels, plants won’t overheat, become stressed, and give you lower yields. Overheating forces plants to take up more water and then quickly transpire it, which can cause humidity overload when the lights go off. That leads to problems like powdery mildew, it also means that water is used less efficiently than it could be, a major consideration in drought conditions.


CO2 Supplementation

Plants need CO2 supplementation during the day to facilitate increased photosynthesis, but not at night. At night, they exhale CO2 and take in oxygen just as humans do. What else do they exhale? Water. As mentioned above, grow room temperatures drop to their lowest at night, which can lead to condensation. That condensation must be removed to prevent mildew and other problems. This is where dehumidifiers enter the picture. Moisture from inside the grow room can be recycled and used again.


Dehumidifiers

Dehumidifiers are essential to maintaining optimal moisture levels in the grow room – and keeping you supplied with a good source of clean, readily accessible water even in drought conditions. Some growers enjoy debating this point, but the issue is settled as far as the science is concerned. With a couple of basic precautions and an occasional quick check with your existing meters, condensate water can be handled just like clean tap water. More on that next time.


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Want to get in touch with Quest Hydro? They can be reached via the following methods:

  1. Website: https://questhydro.com/
  2. Email: info@questhydro.com
  3. Phone: 877-420-1330

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About the Author

Quest builds quality, energy-efficient dehumidification equipment designed to perform in commercial environments. Quest has the solution for any indoor or greenhouse gardening application. Quest dehumidifiers are extremely energy efficient on the market, removing the most pints of water per kWh over the widest temperature range.


Cannavative Live Honeycomb

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Gentleman Toker reviews normal and live Honeycomb from Cannavative. Let's see what's up with Honeycomb!

Joe Tierney

The following is an article produced by a contributing author. Growers Network does not endorse nor evaluate the claims of our contributors, nor do they influence our editorial process. Any opinions expressed in this article do not reflect the opinions of Growers Network. We thank our contributors for their time and effort so we can continue our exclusive Growers Spotlight service.

Quick Look

  • Pros

    Excellent consistency on both standard and live honeycombs; amazing scent profile on live honeycomb.

  • Cons

    I thought Jillybean was supposed to help with social anxiety. It doesn't. Not much of a con, you can't blame the strain! The Live can be a bit overpowering.


Honeycomb concentrate from Cannavative in Las Vegas is the subject of today’s review and if you’re wondering why all the intros must begin with something of this nature these days, it is because SEO. You know that I’d rather jump in and smack you with a shark in the face (nothing personal), but one does not question the Google, we merely give thanks to the Almighty that He has seen fit to manipulate its unknowable algorithms in our favor. I am particularly excited today for a rare opportunity. You see, whilst traipsing through Vegas (with all the grace and dignity of a one-man bachelorette party), I managed to find both the live and standard Honeycombs (crumble) of the same strain from the same source. Huzzah! “Live” here means the buds were flash-frozen instead of being allowed to dry post-harvest, which helps preserve all those lovely terpenes we want to end up in our extracts. We’re gonna compare the two!

Ok, so I first learned about the Jillybean strain as I read somewhere that it was supposed to be good for social anxiety but don’t you know it, I can’t find it years later. Bugger.

The first time I found the flower was at the Sweet Relief dispensary in Astoria, Oregon. They didn’t have any prerolls, nor would they just roll one up for me in the shop even though they weren’t that busy and I would have paid extra. So I took a gram away and went back to the tried and true method of obliterating all the trichomes by using my fingers like a damn, dirty ape. I didn’t find the flower particularly strong, a light sativa buzz to lift my mood, but that didn’t mean I’d given up on it. When the situation presented itself to sample Cannavative’s concentrated Jillybean in Vegas, GT was all aboard that locomotive, baby.

See, finding a strain that helps me talk to strangers (read: Women. Sigh.) is probably the most difficult thing to source. Generally, the cultivar must be some combination of energizing, incredibly mood-lifting, or downright mind-boggling to short-circuit my social anxiety and get me out of my own head long enough to actually want to communicate with other people. In person, I mean. This is fine.

Cannavative’s Jillybean (A cross between Space Queen x Orange Velvet) is D, None of the Above. It’s more of a mood-evener than a mood-lifter. When I dab the standard Honeycomb (I love that name for crumble, by the way, so much prettier!), the world seems brighter, more vivid, and my anxious thoughts are suppressed. Dabbing the Live Honeycomb provides a more intense version of these effects. I feel a balloon of lightness form mid-brain, its effect on my mood more potent and more difficult for stress to pry away. Thoughts trickle to a stop. My plans and dramas only occasionally crack the surface of consciousness, where they're briefly inspected and returned, my attention wholly on the present. While Cannavative’s standard doesn’t have much gas to it, the potency of the live can be downright exhausting. So that’s a no on the social anxiety from me, but yes on anxiety, depression, and I think it would benefit your creative endeavors or possibly the activation of your chakra if that’s, like, a thing you’re into.

Both Honeycombs are of ideal consistency. This is how you make crumble! Each sample was one clump and I can remove a piece without the whole thing falling apart and the crumbs that fall off are sticky enough to get with the tool. While the standard has a nifty floral scent, the Live smells absolutely divine and tastes even better, live lavender and sugar. Terp chasers are gonna love this batch.

I was really happy with the quality of both Cannavative Jillybean Honeycombs! If I were on a budget, I wouldn’t hesitate to grab the standard Honeycomb at $22.50/half gram, but their live is absolutely worth the extra price at $30/half gram. Plus, they come with little printed cards that explain the cultivar’s lineage, terpene profile, and cannabinoid test results. There’s also a tiny brochure where Cannavative discusses their light hydrocarbon extraction methodology and other products. Very schwifty, peeps. This Gentleman is a fan.


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Resources:

  1. Want to get in touch with Gentleman Toker? They can be reached via the following methods:
    1. Website: http://www.gentlemantoker.com/
    2. Email: joe@gentlemantoker.com
  2. Want to look into the products Joe is talking about? Check out Cannavative's website!

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About the Author

Joseph Tierney is an independent, award-winning cannabis blogger based in Washington, DC. Well, OK, the awards are hypothetical at this point because there aren't any for horror/comedy/scifi-based internet rants from a dabbed-out misanthrope, but if there were, GentlemanToker.com would win them all. But, like, probably not, cuz politics. Right? You feel me.


Variations in Cannabinoid Reporting: Part Three

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In this series of contributor articles, Savino Sguera of Digamma Consulting explores the reasons that laboratories may report different cannabinoid and terpene profiles for similar samples. There are many steps in sample testing and collection that can go wrong or can be intentionally manipulated, and Savino is here to guide us through the process.

Want to read the second article? Click here.

The following is an article produced by a contributing author. Growers Network does not endorse nor evaluate the claims of our contributors, nor do they influence our editorial process. We thank our contributors for their time and effort so we can continue our exclusive Growers Spotlight service.

Based on a presentation to the American Chemical Society Fall Conference, 2016

by Savino Sguera

Introduction

Savino Sguera of Digamma consulting continues his analysis on the reasons why cannabinoid and contaminant reporting can vary heavily in the cannabis industry. Click here to see part one!


Calibration and Dynamic Range

Linear Dynamic Range (LDR) is a term used in analytical chemistry to describe the region of the calibration curve that is reproducible and therefore usable for reporting scientific values. As indicated in the previous article, an analytical chemical instrument reads values against a calibration curve or slope that relates known concentrations of the chemical to the instrument’s detector response. As the name implies, calibration curves are not always linear. At very high concentrations, the detector may become saturated and give a smaller response. At very low concentrations, interference from other sources becomes larger than the chemical being detected, and so higher responses may be seen than would be caused by the chemical in question alone. Linear Dynamic Range refers to the region of the curve where the curve is straight, or linear, and behaves predictably and reproducibly. Anything outside of this range should not be used for analysis, as it can have unreliable and unpredictable results.


Figure 3: A graph showing the relationship between concentration of standard and instrument response. The purple line represents the actual relationship between instrument response and concentration, the green line shows a linear approximation for the linear portion of the purple line. The Linear Dynamic Range is represented by the overlap between the purple and green lines.

Figure 3 is designed to illustrate a simple concept that is universal in analytical chemistry: Never use values from outside the Linear Dynamic Range. On the X axis we see the solution concentration, and on the Y axis we see the instrument’s output response. The purple line shows the relationship between instrument response and concentration. Due to noise saturation as the low end, the curve never reaches zero but rather trails off as interfering ions trigger the instrument’s response. On the far right side of the graph, we see that the purple line starts to tail off again as the instrument’s detector becomes oversaturated by the chemicals being detected. The green line represents the calibration curve generated from standards. Although the green line is a very accurate approximation within the Linear Dynamic Range, outside of this range the calibration curve is highly inaccurate.

Some labs use an extrapolated calibration curve. An extrapolated calibration curve attempts to use advanced mathematics to correlate instrument response to concentration outside the Linear Dynamic Range. Although this is potentially useful in academic research papers in certain limited cases, most commercial analytical labs and laboratory certification bodies, such as the ISO, frown upon this practice. Additionally, no reputable analytical laboratory working in the environmental, pharmaceutical, or medical industry uses this technique to report results.

Figure 4 below illustrates a schematic of how to properly quantify any unknown sample without using extrapolated calibration curves or any other technique that requires using data from outside the Linear Dynamic Range.


Figure 4: A chemistry work-flow illustrating how dilutions can be used to keep instrument responses within the instrument’s dynamic range. In this figure, the max dilution within the LDR for the machine is 1.0 mg/ml. Oversaturated solutions can be diluted to produce values within the acceptable LDR, with values multiplied back to meet proper values.

If an unknown is to be tested by a lab and the results are outside the Linear Dynamic Range, then it is declared “over range.” The sample is then diluted and re-run until a value is detected within the Linear Dynamic Range. The analytical chemist should then apply all dilutions to the observed value to determine the concentration in the original sample. At no point does an analytical chemist need to use values taken from outside the instrument’s Linear Dynamic Range. This makes an extrapolated calibration curve technique unnecessary to analyze samples.


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Want to get in touch with Savino? He can be reached via the following methods:

  1. Website: https://www.digammaconsulting.com/
  2. Email: savino@digammaconsulting.com

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About the Author

Savino Sguera is founder and CSO of Digamma Consulting. Since 2010 he has been an analytical chemist and researcher in the cannabis industry, working with both private and public interests to bring scientific integrity to the business. Savino holds a B.Sci. in Biomedical Engineering from Columbia University.


The Botanical Teamwork of Terpenes & Cannabinoids

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Dan Cleveland of Boveda goes over recent research about terpenes and the role they play on the medical effects of cannabis. A lecture by researcher Dr. Dedi Meiri is also available for viewing with some analysis.

The following is an article produced by a contributing author. Growers Network does not endorse nor evaluate the claims of our contributors, nor do they influence our editorial process. We thank our contributors for their time and effort so we can continue our exclusive Growers Spotlight service.


Botanical Teamwork


Introduction

A struggle is happening in healthcare research these days and it’s not what you might expect. Over the past 50 or so years, the medical industry has shunned many natural compounds. Research scientists have been struggling to gain recognition for their work surrounding natural organic compounds such as terpenes and flavonoids. If you ask me, it’s a breath of fresh air (literally) after years of personal dedication to the power of plants. I find the change in attitude almost silly, but we’ll leave it up to the experts.


Value of Terpenes

Much of the pleasure derived from cannabis is owed to what’s called the terpene synthase family. Many are quick to cast aside terpenes as purely aesthetic. After all, like many organic compounds found in nature, they have been used by mankind for things like perfumes. but when you really consider it you see that terpenes were in every aspect of early humans’ lives. But terpenes were used for more than just frilly things:

  1. Terpenes in certain plants could be used to deter scavengers and predators.
  2. Terpenes can dull food taste better, keep longer, and ease certain health conditions too.
  3. Terpenes can mask unpleasant scents.

Today, the value of terpenes can be found in the growing popularity of cannabinoid therapy. In cannabis, we can see the brilliance of nature. There are 127 identified terpenes, many of which are responsible for solutions to illness and its symptoms. However, cannabinoids seem to get most of the credit for these medicinal benefits. In fact, Canada’s legal program only requires cultivators to quantify the THC and CBD in each strain, regardless of terpene content.

You can imagine my excitement when I heard about Dr. Dedi Meiri and researchers from Technion, Israel Institute of Technology. Dr. Meiri holds a B.Sc in Biochemistry and a PhD in Plant biotechnology, making him uniquely qualified to investigate the therapeutic potential of phytocannabinoids. Not only are they involved in eight clinical trials but they’re also creating an integrated confidential database to study each strain and its chemical compounds in relation to different ailments. The “Cannabis Database Project” will help future patients and healthcare professionals to effectively recommend strains based on this evidence. His laboratory may be the only one in the world that can identify each and every chemical compound in Cannabis that contributes to the “entourage effect” proposed by Dr. Sanjay Gupta. I recently had the chance to watch Dr. Meiri speak at United In Compassion’s Cannabis Symposium. I urge you to watch the video, but if you don’t have time, I have included a set of quick answers below.

I for one will be keeping my eyes on Dr. Meiri and his team. In researching this piece I emailed one of their team members to see how the studies were going and received a reply the next day. Hopefully we’ll see lots of data coming out of it.


Questions and Answers



Question #1: Are different strains better at treating different types of cancers?

Yes! You can find the answer approximately 26 minutes in.

Cannabinoids treat cancer by causing cell death, a process called Apoptosis. This is a process that all healthy cells have the ability to do in times when they are unneeded or are sick, but cancer cells don’t use this built-in off-switch. Certain cannabinoids force them to do what they should instinctively do, self-destruct. Along the bottom are 12 different extracts made from 12 different Cannabis strains and as you can see, some kill these particular cancer cells better than others.


Question #2: Are individual cannabinoids such as THC and CBD effective when used alone?

No! You’ll find the response approximately 27 minutes in.

Just look at all of these organic chemical compounds! There’s almost no doubt in my mind that they have a purpose and it may be necessary to measure more than just those two main cannabinoids.


Question #3: Do different solvents and extraction methods have different effects on cancer?

Yes! The response is approximately 28:50 minutes in.

As you can see here, the C02 extraction method performs so much better than the Ethanol extraction method. This expands the number of questions I have! Is it because C02 pulls more cannabinoids than the Ethanol?


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Want to get in touch with Boveda? They can be reached via the following methods:

  1. Website: https://bovedainc.com/
  2. Email: dan.cleveland@bovedainc.com

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About the Author

Dan Cleveland is the VP of Marketing for Boveda Inc.


Aspergillus: The Most Dangerous Cannabis Pathogen

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In this article from Medicinal Genomics, Ben Amirault discusses one of the most dangerous pathogens that can be found on commercially-available agricultural products.

The following is an article produced by a contributing author. Growers Network does not endorse nor evaluate the claims of our contributors, nor do they influence our editorial process. We thank our contributors for their time and effort so we can continue our exclusive Growers Spotlight service.


Disclaimer

This Contributors article has been reproduced with permission from Medicinal Genomics. The original article can be found here.

Despite its classification as a schedule one controlled substance, medicinal cannabis has proven to be a successful treatment for a wide variety of medical conditions. It’s medicinal properties have shown great efficacy in treating the symptoms of neuropathic pain, muscle spasms, epilepsy, bipolar disorder, and the debilitating nausea that can be a result of chemotherapy and other cancer treatments. Despite the plant’s considerable medicinal benefits, there are potential consequences for patients who use medicinal cannabis which comes in the form of harmful bacteria and spores that can grow on the plant; some of which cultivators and dispensaries aren’t testing their product for. The most concerning of these fungi is Aspergillus.

While it’s been shown that there have been no overdoses from medicinal cannabis in the 29 states that have legalized its use, there have been documented cases of medicinal cannabis patients who have died from aspergillosis, a condition caused by inhaling Aspergillus spores.


What is Aspergillus?

A vial containing Aspergillus.

Aspergillus is a saprophytic fungus (detritivore) that helps remove environmental carbon and nitrogen from the earth’s atmosphere. Aspergillus is most commonly found in the soil around us, where it thrives on naturally occurring organic debris. While Aspergillus predominantly grows underground, its spores propagate rapidly in the air with each fungus capable of producing thousands of conidia. These spores are commonly spread through environmental disturbances and strong air currents, that allow them to be found both indoors and out. Aspergillus spores are tiny, even by biological standards, allowing them to travel great distances in the air.

These spores are everywhere, and there’s a solid chance that you and I breathe in hundreds of them each and every day. While there is usually no risk for healthy individuals, Aspergillus is especially dangerous to immunocompromised individuals, in whom the airborne spores can lead to a debilitating invasive infection, called aspergillosis, that oftentimes proves to be fatal.


Who is at risk?

While there is little risk of developing aspergillosis in otherwise healthy individuals, those with compromised immune systems, either through disease or medical treatment, are at serious risk of developing the infection. A 1992 study found the incidence of cases of aspergillosis per year to be 1 – 2 patients per 100,000 people; however, this number is likely much higher today due to the increased use of immunosuppressants and stem cell therapy. There are a variety of factors that can increase an individual’s likelihood of developing aspergillosis including, but not limited to:

  1. the ingestion of immunosuppressive drugs (after undergoing bone or organ transplants)
  2. a low white blood cell count (resulting from chemotherapy)
  3. asthma or cystic fibrosis
  4. long-term corticosteroid therapy

For these individuals, aspergillosis begins when the spores are inhaled through the mouth where the fungus finds ample breeding opportunity in the lungs that can quickly lead to infection. Once the infection takes hold it can cause serious, and sometimes fatal, bleeding in the lungs. Additionally, due to the invasive nature of the infection, aspergillosis can quickly spread to a patient’s kidneys, heart, and even the brain. Aspergillosis is capable of spreading impressively fast and typically results in death, with little regard for how early the infection is observed by medical professionals. A large study conducted with people who had contracted invasive aspergillosis from organ and stem cell transplants found the one-year rate of survival for these patients to be 59% and 25% respectively.

Editor’s Note: Just to highlight, a survival rate of 59% is incredibly low, and 25% is insanely low.

Due to the increased risk of contracting aspergillosis via organ transplant, some transplant programs have removed patients who use cannabis from their donor waiting list. Cancer patients undergoing chemotherapy and other radiation treatments are also at an increased risk.


Do all cannabis products pose this risk?

The danger posed to medicinal cannabis patients exists solely through the practice of ingesting cannabis by smoking, and inhaling, the product directly into the lungs through combustion. This danger is due to the fact that the heat created through the combustion does not reach the approximately 200 degrees required to effectively eliminate Aspergillus spores. When these spores are present in the plant and smoked they are inhaled directly into the lungs where they pose a serious risk of infection.

Luckily for patients, there are methods of consuming medicinal cannabis that eliminate the risk of developing aspergillosis. Medical cannabis in edible or ingestible form typically is not a concern because the stomach is not a suitable environment for Aspergillus to live and thrive.

Related Articles: Smoking vs. Eating Cannabis: The Effects on Patient Health


Who tests for Aspergillus?

Currently, Alaska requires testing cannabis for aspergillus flavus, aspergillus fumigatus, and aspergillus niger. California published proposed testing requirements earlier this year that included Aspergillus flavus, Aspergillus fumigatus, Aspergillus niger, and Aspergillus terreus. We have heard that other states are looking into implementing similar requirements.

Medicinal Genomics can help labs test for Aspergillus flavus, Aspergillus fumigatus, Aspergillus niger, and Aspergillus terreus using our Our PathogINDICAtor® qPCR Microbial Detection Platform. Our Aspergillus Multiplex Assay can test for all four pathogens in a single reaction. Data from our peer-reviewed study shows that qPCR-based testing for aspergillus is far more accurate than culture-based methods. In fact, we believe Aspergillus species cannot be accurately quantitated with culture-based methods and should not be used for cannabis safety testing. More on that here.

We can also assist with validation and automation to make testing and scalable. Contact us today for more information.


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  1. Website: https://www.medicinalgenomics.com/
  2. Phone: 866-574-3582
  3. Email: info@medicinalgenomics.com

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About the Author

Ben is the Marketing Manager at Medicinal Genomics (MGC) and enjoys the challenge of trying to simplify the amazing science performed in the MGC lab into content for the layman. Ben also maintains Kannapedia.net and helps to organize and execute MGCs annual CannMed Conference. Prior to joining MGC Ben worked as an writer and editor. He earned his journalism degree from the University of New Hmapshire.