What climate adaptation technology looks like

Climate Economy

What climate adaptation technology looks like

Share on

Pano AI and Vibrant Planet are two examples of climate tech startups emerging to tackle conditions, such as fires, exacerbated by climate change.

This article originally appeared on GreenBiz.com as part of our partnership with GreenBiz Group, a media and events company that accelerates the just transition to a clean economy.

Most climate tech innovations – at least the ones that crowd my inbox every day – fall clearly into the mitigation category in the form of software and applied technologies that aim to draw down atmospheric levels of carbon dioxide and other greenhouse gas emissions.

But an undercurrent of discussion at Climate Week NYC was on the urgent need for adaptation solutions. These approaches aspire to help humans and the planet cope with the climate change we’re already experiencing, such as melting glaciers, droughts, heat waves and extreme weather around the world. These could include ways of building up coral reefs, creating natural coastal buffers or sophisticated warning systems that warn about wildfires or other extreme conditions far earlier, allowing a coordinated response to mobilize more quickly.    

“We can be shocked at the pictures of devastation, but we can no longer pretend to be surprised,” observed Climate Group CEO Helen Clarkson in her opening remarks, referring to the devastation in flood-ravaged Pakistan. On September 25, the country received a pledge of $2 billion to aid in rebuilding infrastructure and shoring up future resilience.

Recognition of the need for adaptation and resilience is at the center of the conditions behind $3 billion in community development and grant funds announced by the U.S. Department of Housing and Urban Development in March. The funds dedicated to disaster recovery are being allocated with an eye toward long-term mitigation and climate resilience – no more building back for building back’s sake is the mantra of the President Joe Biden-era Federal Emergency Management Agency.

As you might imagine, the need for a more intentional focus on adaptation also factored significantly in Climate Week talks by representatives from the International Rescue Committee, the European Investment Bank, the World Trade Organization and the International Monetary Fund (IMF). It has been a rallying cry and sticking point since COP15, when developed countries pledged to pay $100 billion annually in adaptation finance to nations suffering the effects of climate change most severely. That money has, for the most part, failed to materialize, even though their promised date of 2020 has come and gone.

“The only way to solve the problems of the global commons is by acting together. Trade is a tool for adaptation.”

Even though no one doubts the need, it’s been tough to pull commitments out of those with relatively deep pockets, and funding will be a major topic of discussion at the upcoming COP27 in Egypt. According to the experts, adapting to climate change will necessitate the same sort of multilateralism demonstrated during the global response to COVID-19, shaped by local priorities but accelerated by an unprecedented spirit of global cooperation. 

“The only way to solve the problems of the global commons is by acting together,” said Ngozi Okonjo-Iweala, Director of the IMF. “Trade is a tool for adaptation.”

The tools of adaptation

The venture capital community, always a good barometer for emerging technology trends, is showing signs of gravitating towards one of the more active and accessible adaptation tools, namely, wildfire detection.

One established data platform is Firecast, intended primarily for government agencies. It’s an initiative managed by Conservation International that was instrumental in tracking fires in Amazonia and Indonesia in 2019. Now, a growing number of entrepreneurial startups propose using artificial intelligence and a range of sensing options that run the gamut from cameras to drones and other devices to help communications and corporations get a better handle on wildfire management.

At the end of September, a Berlin startup, Dryad Networks, launched a solar-powered sensor network for wildfire detection. It has projects ongoing in America, Europe, Canada and Asia, with 230,000 devices ordered for 2023. Its pitch of uniqueness relies on the fact that its technology can flag fires in the smoldering stage and relay the data using a mesh network communications protocol commonly used for internet of things networks.  

Another example is San Francisco-based Pano AI, which last week pulled in $20 million in Series A funding led by Initialized Capital, an early-stage VC firm with more than 200 active companies in its portfolio. The startup has designed a panoramic detection solution that sits atop existing mountaintop towers or water tanks; it uses AI to scan the image feeds and detect the presence of smoke. Human analysts also evaluate the footage to speed up situational awareness.

“Humanity needs a dual track [for managing climate change],” Pano AI co-founder and CEO Sonia Kastner told me, underscoring the need for corporations and communities to both mitigate and adapt to climate change at the same time. “We need to be working on coping with the climate change that is already here.”

So far, Pano’s technology is being used in dozens of locations in five U.S. states with active wildfire seasons (California, Colorado, Idaho, Montana and Oregon), as well as in New South Wales and Queensland in Australia. Two customers, utilities Xcel Energy and Portland General Electric, are using the solution to manage assets at risk from fires. Beyond detection, private companies might use Pano’s offering to plan public safety power shut-offs or to help restore power and internet services more quickly.

“We see opportunities to bring additional intelligence to customers at all stages of a disaster,” Kastner said. She noted that other logical corporate clients include landowners of all types, particularly timber management organizations. The intention over time is to use the information to warn about mudslides or floods alongside fire risks. Kastner figures about 15,000 Pano stations could cover high-risk areas in the U.S.

“We need to be working on coping with the climate change that is already here.”

Another startup counting on the power of AI to aid with climate adaptation is software company Vibrant Planet of Truckee, California, which launched with $17 million in seed funding in June. Its funders include lead backer Ecosystem Integrity Fund and Emerson Collective, funded by the likes of John Doerr, Tom Steyer and Microsoft.

Vibrant Planet calls its Land Tender product an “operating system” for forest management, one centered on supporting wildfire risk reduction and restoration projects. The intention is to allow agencies, park commissions, county offices and others to develop plans for optimizing regions’ health through the collection of metrics ranging from endangered species, recreational travels, waterways and so forth.

In late September, a collaboration including the Tahoe Fund and Tahoe Truckee Community Foundation began using the software to start managing about 1.5 million acres in the Lake Tahoe Basin. The idea is to allow all the various stakeholders in a particular region to share information more easily with each other. 

“Collaboration is challenging when stakeholders with different points of view on what they value in a landscape, or their backyard, cannot see each others’ perspectives or how different scenarios might play out in the future,” said Stacy Caldwell, CEO of Tahoe Truckee Tahoe Community Foundation, in a statement. “Vibrant Planet’s software allows landowners and other stakeholders to develop scenarios that meet their objectives, then share their scenarios with each other to drive to alignment so that we can get more protective and restorative work done faster.”

According to Vibrant Planet CEO Allison Wolff, the software assists landowners in picking the right scenarios for management – whether that be planning controlled events such as a prescribed burn right up to the “tree or house” level of data or removing biomass in other ways. The software provides a tree-level view using Lidar and other imaging technologies. 

The company is encouraging landowners to turn to First Nations experts for forest restoration techniques. Land Tender gives them a better sense of how to prioritize and value those efforts by analyzing the benefits associated with certain practices from a carbon finance or water conservation/drought management perspective. 

“A lot of the trick is aggregating public-level data,” she told me. “We are a data-rich country; we are an analysis-poor country.” Vibrant Planet plans to change that when it comes to managing a vitally important resource for climate adaptation.

Pano AI and Vibrant Planet are just two ventures focused on adaptation rather than mitigation. Still, as the reality of our current situation sinks in, I expect myriad similar adaptive enterprises to emerge. As the president and CEO of the International Rescue Committee observed during Climate Week, “It’s about marrying the knowledge that comes from international experience with the experience on the ground. If you look at the statistics, you get depressed, but if you look at the people, it gives you hope.”

Featured photo: Vibrant Planet

Written by

Heather Clancy

Heather Clancy, GreenBiz editorial director, is an award-winning business journalist specializing in chronicling the role of technology in enabling corporate climate action and transitioning to a clean, inclusive and regenerative economy. She started her journalism career on the business desk of United Press International, and her articles have appeared in Entrepreneur, Fortune, The International Herald Tribune and The New York Times. Clancy was the launch editor for the Fortune Data Sheet, the magazine's newsletter dedicated to the business of technology. She co-authored the Amazon best-seller for entrepreneurs, "Niche Down, How to Become Legendary By Being Different."