Ground-based sensor networks for continuous emissions monitoring
We're flying blind on climate data
Climate action is happening in the dark. We're making trillion-dollar decisions about energy systems, carbon markets, and climate adaptation based on incomplete, outdated, or simply wrong information.
Most of what we think we know about emissions comes from estimates and calculations, not actual measurements. We're guessing at how much carbon forests store, how fast cities are decarbonizing, and whether our climate projects are working. Meanwhile, climate impacts are accelerating faster than our models predicted, and we need precise, real-time data to respond effectively.
This isn't just an academic problem. Investors can't tell which climate projects deliver real results. Cities can't plan infrastructure without knowing their local climate risks. Companies can't manage what they can't measure. The gap between what we need to know and what we actually know is enormous — and it's slowing down everything else.
Most emissions data is built on estimates and activity statistics, not direct measurement
We're running the global carbon budget on spreadsheet math. Most emissions data comes from multiplying activity levels by emission factors — like estimating a power plant's CO2 output based on how much coal it burns, rather than measuring what actually comes out of the smokestack.
This approach misses methane leaks, underestimates industrial emissions, and can't track emissions in real time. It's like trying to manage your bank account by guessing how much you spent instead of checking your balance. For climate policy and carbon markets to work, we need to know what's actually happening, not what we think is happening.
Ground-based sensor networks for continuous emissions monitoring
Networks of ground-based sensors provide continuous, real-time measurement of greenhouse gas concentrations at specific locations. Unlike satellite monitoring, these systems can operate in all weather conditions and provide highly precise measurements for local areas.
These networks are essential for monitoring urban emissions, tracking changes around industrial facilities, and providing the detailed data needed for emissions trading systems. They can detect short-term emission spikes and provide the continuous data streams needed for automated reporting and verification.