Aerosol deposition on crops, soil and trees affects the health of the crop and trees. By monitoring the aerosol dispersion over the crop fields and forests, any remedial action can be developed and checked out. Monitoring and AI/ML applications includes:
  • Crop Health
  • Crop Yield and Management
  • Soil Health
  • Forestry

Climate Change

Carbon has two key monitoring applications. First, Carbon Capture and Storage (CCS) is a method used to reduce the amount of anthropogenic emissions of carbon dioxide (CO2) in the atmosphere. Second, Carbon Trading has three options to assist net reduction of CO2 emissions namely: emissions limit; emissions tax and; emissions trading scheme. Monitoring and AI/ML applications include:
  • Carbon Capture and Storage
  • Carbon Trading
  • Self-Monitoring


Various pollutants such as Aerosols, CH4 and NOx are a normal part of Energy production which include the Oil & Gas and Renewables markets. They can be monitored as part of various operational scenarios. Monitoring and AI/ML applications include:
  • Leakage Detection
  • Major Emission Monitoring
  • Abandoned Wellhead Monitoring
  • Microgrid Environment Management
  • Self-Monitoring

Environment Monitoring

Environmental monitoring detects changes and trends in air, land and water status and their interdependencies. Environmental monitoring identifies scenarios and locations for remedial actions. The atmospheric monitoring is a key mission objective for various types of government for finding and executing clean air plans . Monitoring markets and AI/ML applications include:
  • Inter-Government Organizations (IGOs)
  • Non-Government Organizations (NGOs)
  • Integrated Air, Land and Water monitoring



General atmospheric monitoring by local, state and national governments supports public health, local environments and commercial business. Monitoring and AI/ML applications include:
  • Air Quality Management Districts and Agencies
  • Disaster Management and Emergency Response (such as Wildfires)
  • Natural Resource Management
  • Infrastructure Development
  • Commercial Business Operations


Thousands of studies have shown how air pollution can harm people, causing heart attacks, lung problems and other ailments and shortening lives. New research is finding possible links between certain pollutants and autism, birth defects and childhood obesity, among other conditions. User APP monitoring products can assist consumers,businesses and insurers with self-awareness. Monitoring and AI/ML applications include:
  • Health Alert APPs
  • Public Health reporting


Various atmospheric pollutant behavior including air and climate variants can impact short through long term local environments which enables specifically developed insurance products and derivatives. Monitoring and AI/ML applications include:
  • Farm Land
  • Commercial Property
  • Residential Property
  • Transport


Wearable technology is transforming healthcare. Some key trends in Wearable APP technology include intelligent smart watches, IoT healthcare and woman’s safety and wearable devices. Cosmetic products are being developed to counter the human exposure to environment from conception – Exposome. New atmospheric based indices can be developed to incent range of cosmetic products. Monitoring and AI/ML applications include:
  • Wearables
  • Cosmetics

Smart Cities

Smart Cities and emerging Smart Countries consider air and climate pollution as key part of their mission to be environmentally smarter. Both internal and external infrastructure are being adapted or fully developed using new commercial solutions to enable the environment-friendly smart cities and countries. Monitoring and AI/ML applications include:
  • Air quality self-monitoring
  • Climate change self-monitoring


Some key air pollutants affecting monitoring of various Transport markets include Aerosol, NOx and SOx pollutants. Climate pollutants including CO2 are also applicable to these general markets. Monitoring and AI/ML applications include:
  • Aviation
  • Marine Vessels
  • Port Monitoring
  • Railroad
  • Self-Monitoring


The byproduct of any industrial process that takes raw materials, mixes with sometimes toxic ingredients and enhances with other process to manufacture products is some form of pollution of air, water and land. The industrial byproducts can be air and climate pollutants that need to be observed for developing remedial action. Monitoring and AI/ML applications include:
  • Cement production
  • Lime production
  • Self-monitoring


The presence and transport of aerosol and other air pollutants affect the operations of all branches of military. By monitoring nominal and transient air pollution events, theater operations for assets and troops can be managed and protected. Monitoring and AI/ML applications include:
  • Asset Monitoring
  • Troop Welfare
  • Situational Awareness

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