Hydropower dams’ walls restrict the flow of rivers and turn them into pools of stagnant water. As these reservoirs age, organic matter like algal biomass and aquatic plants accumulates and eventually decomposes and sinks. That oxygen-poor environment stimulates methane production.  Reservoir surfaces and turbines then release methane into the atmosphere. Methane makes up approximately 80 percent of the greenhouse gases emitted from hydropower dams, peaking in the first decade of the dams lifecycle. 

Using AI to plan a more sustainable dam

“AI is being used by Wall Street, by social media, for all kinds of purposes – why not use AI to tackle serious problems like sustainability?” study author Carla Gomes, a computer scientist at Cornell University, said in a press release. While implementing policies based on such scientific evidence is vital for building sustainable hydropower dams, researchers are also looking for ways to reduce greenhouse gas emissions from existing projects via methane extraction. 

Extracting—and using—reservoir methane

The idea to extract the methane accumulating in lakes and dam reservoirs for energy production is not new. In East Africa, saltwater-filled Lake Kivu holds 60 cubic kilometers of methane and another 300 cubic kilometers of dissolved carbon dioxide. The methane is extracted from the lake’s deep waters with a gas separator for producing electricity at the KivuWatt power plant in Rwanda. Inspired by this possibility, Maciej Bartosiewicz, a geophysicist from the Polish Academy of Sciences, and his colleagues propose using solid mineral absorbents called zeolites for separating methane from reservoir sediments. In a study published in the journal Environmental Science and Technology, they designed a model mechanism to deploy zeolites coupled with activated carbon that could be placed at the bottom of reservoirs.  So far, scientists have been unable to extract methane from freshwater bodies such as lakes and reservoirs because the gas is available at far lower concentrations. This has previously made methane extraction in smaller quantities far too expensive. But Bartosiewicz says zeolites are cheap and widely available, which could offer a viable solution. “The system contains a gasification component that is a membrane in a box. Then zeolites could capture methane after removing carbon dioxide,” says Bartosiewicz. Installing a pumping system could further boost extraction.  Still, methane extraction from reservoirs’ sediments is not devoid of ecological consequences. The process could result in a significant disruption in the ecosystem’s biological composition by affecting the growth of bacteria that process methane in sediments—eventually impacting the food web productivity. In reservoirs and lakes where bottom methane levels are high, these bacteria are a vital source of food and energy for microscopic marine animals. Still, water bodies have the remarkable ability to self-regulate, argues Bartosiewicz.  “We still need to develop the next generation of solutions for renewable energy production. This could be a possibility,” he says. “Methane extraction will not be possible in all hydropower reservoirs. But if we can produce even five percent of energy from this methane, it will add to the quota of renewable energy.”