Autonomous Platform for Phyllosphere Monitoring in Space Habitats

Advanced Growing Resources (AGR) proposes an autonomous platform for monitoring plant health in space habitats that addresses NASA's need for continuous environmental sensing with minimal crew intervention. The system integrates four key technologies: an embedded hyperspectral imaging system, canopy monitoring module, tunable broadband luminaire, and unified AI transformer model for early detection of crop afflictions. The core innovation is a "smart light" that represents a paradigm shift from "sample and wait" with wet chemistry testing to "scan and act" by creating an early detection system that detects pathogens, nutritional deficiencies, and water stress days before visual symptoms appear. In field trials, the technology demonstrated 97% accuracy in diagnosing powdery mildew 8 days before visual symptoms were apparent in addition to water and nutrient stresses. The Phase I funding will be used to develop and validate the four key components of the system, culminating in a TRL 5 greenhouse demonstration. Specific objectives include adapting hyperspectral imaging technology for early detection of crop afflictions in space, developing unified AI models for comprehensive crop health monitoring, enhancing our Spectre spectroscopy technology for space applications, and developing a tunable broadband luminaire. The technology aligns with NASA's top Civil Space Shortfalls while supporting Key Science Questions from the 2023 BPS Decadal Survey. Beyond NASA applications, the technology has significant commercial potential in the $4.2 billion global crop monitoring market, which is expected to reach $17.2 billion by 2034. Initial target markets include grape producers, with plans to expand into row crops and citrus production. This technology will improve food security both in space and on Earth by enabling reliable crop production through early disease detection, minimizing crop loss, and maximizing resource utilization in environments where resources are limited.
Benefits: AGR's autonomous platform for phyllosphere monitoring directly addresses NASA's need for continuous environmental sensing with minimal crew intervention in space or extraterrestrial habitats. The system supports NASA missions by: Addressing top NASA Civil Space Shortfalls: The platform tackles NASA's 7th ranked Environmental Monitoring for Habitation (top 5%) and 20th ranked Advanced Sensor Components: Imaging (top 10%). Supporting 2023 BPS Decadal Survey Key Science Questions: The technology enables investigations in "Adapting to Space" (how space environments alter organism interactions) and "Living and Traveling in Space" (creating sustainable extraterrestrial habitats). Enhancing food production: By detecting crop afflictions 8 days before visual symptoms appear, the system maximizes yields and resource utilization where every resource is limited. Reducing crew time requirements: The autonomous monitoring eliminates manual plant health checks, freeing astronauts for mission-critical activities. Enabling multi-parameter monitoring: The platform tracks plant stress, disease presence, nutritional deficiencies, and photosynthetic activity simultaneously. Providing contextual science data: The technology delivers real-time environmental data to contextualize studies of plants and microbiomes. Operating across diverse space environments: The system functions in various atmospheric compositions, pressures, airflow rates, and gravity levels found in the ISS, Gateway, lunar habitats, and future Mars missions. Facilitating long-duration missions: By ensuring reliable food production systems, the technology supports NASA's objectives for extended human presence beyond Earth. This technology represents a paradigm shift from manual monitoring to automated "scan and act" capabilities that align with NASA's advanced environmental sensing needs while supporting broader space colonization objectives. AGR's autonomous plant monitoring technology offers significant commercialization opportunities beyond NASA applications: Commercial Agriculture: The global crop monitoring market ($4.2B in 2024) is projected to reach $17.2B by 2034. AGR's early detection system addresses the $220B annual global crop loss from diseases. Vineyard Management: With 97% accuracy in detecting powdery mildew 8 days before visual symptoms, AGR targets the $14M per year US market, expandable to $275M per year including European markets. Row Crop Protection: Soybean cultivation has an annual economic impact of $124B, with Asian Soybean Rust causing losses of $640M-$1.3B annually. Citrus Industry: Citrus production contributes $7B to the US economy, with citrus greening disease causing over $1B in damage annually in Florida. Equipment Integration: Partnerships with tractor manufacturers offer exponential growth, with a single design-in potentially valued over $100M. Early partnership discussions are already in progress. Distribution Channels: Three key channels include Cooperative Extensions, Agricultural Equipment Manufacturers, and Industrial Integrators. The revenue model combines hardware sales ($2,500 for handheld scanners, $15,000 for advanced systems) with subscription services ($1,000-2,000/year), providing ROI through reduced chemical usage, lower labor costs, and increased yields. Commercial trials are already secured with Fox Run Vineyards, Rappahannock Cellars, East Coast nurseries, and Wegmans, creating immediate pathways to market adoption.