Greenlight Analytical logo

learning center

growing quality cannabis using data driven decisions

As more jurisdictions legalize medical and recreational cannabis, consumers are becoming more sophisticated, putting producers under pressure to grow products with specific tastes, aromas, and experiences. Cannabis is a complex plant that contains a wide variety of compounds that affect users in different ways. To satisfy their customers’ demands, producers need to grow plants with the whole plant in mind, not just THC.

 

Understanding Cannabis Compounds 

Cannabinoids 

Cannabinoids are the most well-known and studied compounds in cannabis. The two most abundant and well-researched cannabinoids are tetrahydrocannabinol (THC) and cannabidiol (CBD). THC is responsible for the psychoactive effects of cannabis, while CBD is non-psychoactive and has been associated with various potential therapeutic benefits. It’s important to note that there are over 100 other cannabinoids present in cannabis, each with its own potential effect. 

For instance, cannabinol (CBN) and cannabigerol (CBG) are gaining attention for their unique properties. CBN is often associated with sedative effects, making it potentially useful for sleep disorders, while CBG is studied for its anti-inflammatory and antibacterial properties. By understanding and leveraging the diverse cannabinoid profile, producers can cultivate strains that cater to specific medical or recreational needs. 

Terpenes 

Terpenes are the aromatic compounds found in many plants and are responsible for the distinct flavor and smell that help define different strains. They also have therapeutic properties. For example, myrcene is known for its sedative effects, while limonene is associated with mood elevation. 

Other notable terpenes include pinene, which may improve focus and memory, and linalool, known for its calming and anti-anxiety effects. Terpenes work synergistically with cannabinoids in what is known as the “entourage effect,” enhancing the overall impact of cannabis. This synergy highlights the importance of cultivating strains with rich and varied terpene profiles to meet consumer preferences and therapeutic needs. 

Flavonoids 

Flavonoids are a diverse group of phytonutrients found in various fruits, vegetables, and plants, including cannabis. These compounds contribute to the plant’s pigmentation and possess potential health benefits. Recent studies focus on their antioxidant, anti-inflammatory, and neuroprotective properties. 

Cannaflavin, a unique subclass of flavonoids in cannabis, have shown promise for their potent anti-inflammatory effects. By including flavonoid-rich strains in their offerings, producers can appeal to health-conscious consumers looking for natural therapeutic options. 

Other Compounds 

In addition to the commonly known compounds above, cannabis also contains fatty acids, vitamins, minerals, and sulfur compounds. Sulfur-based VOCs (volatile organic compounds) also contribute to the flavor and smell of the plant according to recent researchers. More study is needed to understand how they impact the overall taste, smell, and user experience of cannabis. 

Greenlight Analytical - Growing quality cannabis using data driven decisions

The Importance of Understanding Cannabis Chemistry 

Understanding the plant’s chemistry is essential for developing effective cultivation SOPs (Standard Operating Procedures), extraction methods, and curing strategies. The wide variety and combinations of compounds, growing conditions, cultivation methods, and post-harvest processing can all influence the chemical makeup of a particular cannabis product. These variables make product quality and consistency difficult. 

Standard Operating Procedures (SOPs) 

By establishing precise SOPs, growers can ensure that every batch of cannabis meets high standards of quality. This includes everything from nutrient management and pest control to harvest timing and drying techniques. SOPs help maintain consistency, which is crucial for building consumer trust and brand loyalty. 

Extraction Methods 

The choice of extraction method can significantly impact the final product. Techniques such as CO2 extraction, ethanol extraction, and rosin pressing each have their advantages and can be optimized to preserve cannabinoids, terpenes, and flavonoids, ensuring that the therapeutic and sensory qualities of the cannabis are retained. 

Curing Strategies 

Proper curing is essential for developing the flavor, aroma, and overall quality of cannabis. Controlled temperature and humidity levels during the curing process allow the plant to reach its full potential, enhancing the consumer experience and increasing the value of the product. 

The Role of Real-Time Data in Cannabis Cultivation 

Cannabis products are typically measured post-harvest, which means “plant and pray” is more common than not. Measuring the chemistry in real-time will let producers make changes to the growing environment in real-time, to optimize quality and maximize profits. 

Real-Time Monitoring 

Measuring while growing plays a significant role in enhancing crop quality and yield. By closely monitoring various parameters such as temperature, humidity, and light levels, growers can create optimal growing conditions for their crops. This level of precision contributes to the development of high-quality products with desirable attributes sought by consumers. 

Advanced sensors and data analytics tools allow for continuous monitoring of environmental conditions. Data on soil moisture, nutrient levels, and pest activity can be collected and analyzed to provide actionable insights.

Data-Driven Decision Making   

Data-driven decision-making empowers growers to steer their crops to optimize quality as well as early detection of problems, preventing lost crops and revenue.  

Optimization of Growing Conditions 

By analyzing real-time data, growers can adjust factors such as light intensity, photoperiod, and spectrum to maximize cannabinoid and terpene production. For example, specific light wavelengths can be used to enhance trichome production, which in turn increases the concentration of valuable compounds. 

Nutrient Management 

Real-time data can inform nutrient delivery systems, ensuring that plants receive the right nutrients at the right time. This precision feeding reduces waste, lowers costs, and enhances plant health, leading to better yields and higher-quality products. 

Pest and Disease Management 

Early detection of pests and diseases through continuous monitoring allows for timely interventions, reducing crop losses and minimizing the need for chemical treatments. Integrated pest management (IPM) strategies can be fine-tuned based on real-time data to maintain plant health while being environmentally sustainable. 

Implementing Technology for Enhanced Cultivation 

Several technologies can be integrated into cannabis cultivation to leverage data for improved outcomes.

IoT Devices  

Internet of Things (IoT) devices, such as soil moisture sensors, light meters, and climate controllers, can be networked to provide comprehensive monitoring and control of the growing environment. These devices feed data into centralized systems that analyze and optimize growing conditions. 

Machine Learning and AI 

Machine learning algorithms can predict plant growth patterns, detect anomalies, and recommend adjustments based on historical and real-time data. AI-driven systems can automate many aspects of cultivation, from watering schedules to nutrient delivery, enhancing efficiency and consistency.  

Blockchain for Traceability 

Blockchain technology can be used to track and record every stage of the cannabis production process, from seed to sale. This transparency ensures quality control, builds consumer trust, and helps meet regulatory compliance.  

Future Trends in Cannabis Cultivation 

As the cannabis industry continues to evolve, several trends are shaping the future of cultivation. 

Genetic Research 

Advancements in genetic research are leading to the development of new cannabis strains with specific profiles of cannabinoids, terpenes, and flavonoids. This precision breeding can produce plants tailored to meet market demands for particular effects and flavors. 

Sustainable Practices 

Sustainability is becoming a key focus in cannabis cultivation. Techniques such as organic farming, renewable energy use, and water recycling are being adopted to reduce the environmental footprint of cannabis production. 

Consumer-Centric Products 

With consumers becoming more educated about cannabis, there is a growing demand for products that offer consistent and predictable effects. Data-driven cultivation allows producers to create specific formulations that meet these expectations, enhancing consumer satisfaction and brand loyalty. 

Conclusion 

Growing quality cannabis using data-driven decisions is essential for meeting the sophisticated demands of today’s consumers. By understanding the complex chemistry of cannabis and leveraging real-time data, producers can optimize their cultivation practices to create high-quality, consistent products. The integration of advanced technologies and sustainable practices not only enhances product quality but also supports environmental responsibility and regulatory compliance.  

As the cannabis industry continues to grow, those who adopt data-driven, precision farming methods will be best positioned to succeed in an increasingly competitive market. Embracing these practices will ensure that growers can deliver exceptional cannabis experiences, meeting the needs of both medical and recreational users while fostering a sustainable and profitable future for the industry. 

Join the Greenlight Analytical community

Get the Latest in Agricultural Technology: Sign Up for GLA News!

Greenlight Analytical | Join Our list