Is it possible to save a rainforest by listening to it?
A tribe in the Brazilian state of Pará is exploring ways to use old mobile phones and machine learning to fight deforestation.
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The Amazon rainforest, in all its majesty, is a very loud place.
A howler monkey howls.
Rain falls under the canopy.
A bird marks its territory. A macaw, to be exact.
But another sound lingers underneath, signalling that something else is here in the Amazon.
The Amazon is the largest tropical rainforest in the world, home to a quarter of the world’s biodiversity.
Since 1970, 20% of the Amazon has been destroyed by deforestation.
The indigenous Tembé people live on 2,800 km2 of rainforest in northern Brazil. Over 30% of their territory has been deforested by cattle ranching, fires and illegal logging.
'The biggest mark in my life was at the age of 8, when I went to do the first inspection [of the forest]. Back then, we heard a lot about loggers taking wood from our area, and I was outraged by seeing people stealing wood, [so] we mobilised.'
– Chief Naldo Tembé
As a boy, Naldo Tembé sacrificed any semblance of a normal childhood for the sake of the rainforest. He organised small groups of kids to survey their territory for illegal loggers without his parents’ knowledge, as the task of monitoring armed loggers is dangerous for anyone, let alone a child. He made his dedication for preserving the forest known to anyone who would listen, and his people took notice. When he turned 15, he was named chief.
'To be chief is a very heavy task, because you start to live others’ lives, not yours. And that is very tough. Even today, having been chief for many years, I haven’t really got used to it.'
– Chief Naldo Tembé
For the Tembé, life and forest are forever intertwined. When illegal loggers destroy the forest for profit, they aren’t just tearing down trees but the culture and heritage of people who’ve lived there for centuries.
While Chief Naldo was fighting to preserve his people’s land, in a village across the territory, Dona Verônica Tembé was mounting a campaign to help the tribe reclaim their culture. She encouraged the Tembé people to hold traditional festivities and to speak their own language alongside Brazilian Portuguese. Today, her granddaughter Marcelina Kuda teaches the Tembé language to a new generation at the village school, hoping they will be the cultural stewards of the forest for a new generation.
Over the past 30 years, Chief Naldo and the tribe have wrestled back substantial portions of their land from the invaders, but detecting new illegal logging activity has continued to be a dangerous endeavour. Illegal loggers enter the Tembé land under the cover of night and can decimate hundreds of acres of forest without being detected. The ever-present sounds of the rainforest drown out the noise from the loggers’ chainsaws and trucks, making monitoring thousands of square kilometres of rainforest a nearly impossible task.
The Tembé people are well organised and well educated; they are not afraid to use new tools and new technologies. They are looking for collaboration. They’re not looking for help.
– Topher White, founder of Rainforest Connection
In 2014, Chief Naldo reached out to Topher White, founder of environmental nonprofit Rainforest Connection, and together they embarked on an ambitious project using recycled Android phones and TensorFlow, Google’s open-source machine learning model, to track the sounds of illegal logging in real time.
How recycled mobile phones and machine learning help the Tembé protect their homeland
An Android phone is affixed to a solar power adaptor and external microphone. These devices, nicknamed Guardians, can hear the sounds of illegal logging up to 1 kilometre away.
The Guardians are hidden high up in trees for better mobile service and access to sunlight for power. They listen to all the sounds of the forest around the clock.
Rainforest Connection’s TensorFlow model uses machine learning to analyse the audio recorded by the Guardians, and learns to identify the sounds of chainsaws and logging trucks.
Within minutes of an identification, a real-time alert is sent to the Tembé rangers, a select security force of villagers who can intervene or report the logging activity to the authorities.
Rainforest Connection is putting this same acoustic monitoring system into the hands of other partners fighting deforestation in five different countries, including Peru, Ecuador and Romania.
Today, Chief Naldo and the tribe are canvassing their land, climbing trees to install and maintain the Guardian devices, and responding to the logging alerts that they receive. Armed with this new technology, the Tembé have a chance to safeguard not only their forest but their entire way of life.
'This was my grandfather’s big dream, and then it became my parents’ big dream, and today it is the great dream of my life, trying to leave the best for my children and grandchildren. There are great expectations as to what can happen from now on.'
– Chief Naldo Tembé
Watch how the Tembé and Rainforest Connection are working together to bring this ambitious plan to life in the film below.