Using Artificial Intelligence to Map the Earth’s Forests

Curated on Posted on by Stefaan Verhulst

Article from Meta and World Resources Institute: “Forests harbor most of Earth’s terrestrial biodiversity and play a critical role in the uptake of carbon dioxide from the atmosphere. Ecosystem services provided by forests underpin an essential defense against the climate and biodiversity crises. However, critical gaps remain in the scientific understanding of the structure and extent of global forests. Because the vast majority of existing data on global forests is derived from low to medium resolution satellite imagery (10 or 30 meters), there is a gap in the scientific understanding of dynamic and more dispersed forest systems such as agroforestry, drylands forests, and alpine forests, which together constitute more than a third of the world’s forests. 

Today, Meta and World Resources Institute are launching a global map of tree canopy height at a 1-meter resolution, allowing the detection of single trees at a global scale. In an effort to advance open source forest monitoring, all canopy height data and artificial intelligence models are free and publicly available…(More)”.

The Need for Climate Data Stewardship: 10 Tensions and Reflections regarding Climate Data Governance

Curated on Posted on by Stefaan Verhulst

Paper by Stefaan Verhulst: “Datafication — the increase in data generation and advancements in data analysis — offers new possibilities for governing and tackling worldwide challenges such as climate change. However, employing new data sources in policymaking carries various risks, such as exacerbating inequalities, introducing biases, and creating gaps in access. This paper articulates ten core tensions related to climate data and its implications for climate data governance, ranging from the diversity of data sources and stakeholders to issues of quality, access, and the balancing act between local needs and global imperatives. Through examining these tensions, the article advocates for a paradigm shift towards multi-stakeholder governance, data stewardship, and equitable data practices to harness the potential of climate data for public good. It underscores the critical role of data stewards in navigating these challenges, fostering a responsible data ecology, and ultimately contributing to a more sustainable and just approach to climate action and broader social issues…(More)”.

Untapped

Curated on Posted on by Stefaan Verhulst

About: “Twenty-first century collective intelligence- combining people’s knowledge and skills, new forms of data and increasingly, technology – has the untapped potential to transform the way we understand and act on climate change.

Collective intelligence for climate action in the Global South takes many forms: from crowdsourcing of indigenous knowledge to preserve biodiversity to participatory monitoring of extreme heat and farmer experiments adapting crops to weather variability.

This research analyzes 100+ climate case studies across 45 countries that tap into people’s participation and use new forms of data. This research illustrates the potential that exists in communities everywhere to contribute to climate adaptation and mitigation efforts. It also aims to shine a light on practical ways in which these initiatives could be designed and further developed so this potential can be fully unleashed…(More)”.

Central banks use AI to assess climate-related risks

Curated on Posted on by Stefaan Verhulst

Article by Huw Jones: “Central bankers said on Tuesday they have broken new ground by using artificial intelligence to collect data for assessing climate-related financial risks, just as the volume of disclosures from banks and other companies is set to rise.

The Bank for International Settlements, a forum for central banks, the Bank of Spain, Germany’s Bundesbank and the European Central Bank said their experimental Gaia AI project was used to analyse company disclosures on carbon emissions, green bond issuance and voluntary net-zero commitments.

Regulators of banks, insurers and asset managers need high-quality data to assess the impact of climate-change on financial institutions. However, the absence of a single reporting standard confronts them with a patchwork of public information spread across text, tables and footnotes in annual reports.

Gaia was able to overcome differences in definitions and disclosure frameworks across jurisdictions to offer much-needed transparency, and make it easier to compare indicators on climate-related financial risks, the central banks said in a joint statement.

Despite variations in how the same data is reported by companies, Gaia focuses on the definition of each indicator, rather than how the data is labelled.

Furthermore, with the traditional approach, each additional key performance indicator, or KPI, and each new institution requires the analyst to either search for the information in public corporate reports or contact the institution for information…(More)”.

Riders in the smog

Curated on Posted on by Stefaan Verhulst

Article by Zuha Siddiqui, Samriddhi Sakuna and Faisal Mahmud: “…To better understand air quality exposure among gig workers in South Asia, Rest of World gave three gig workers — one each in Lahore, New Delhi, and Dhaka — air quality monitors to wear throughout a regular shift in January. The Atmotube Pro monitors continually tracked their exposure to carcinogenic pollutants — specifically PM1, PM2.5, and PM10 (different sizes of particulate matter), and volatile organic compounds such as benzene and formaldehyde.

The data revealed that all three workers were routinely exposed to hazardous levels of pollutants. For PM2.5, referring to particulates that are 2.5 micrometers in diameter or less — which have been linked to health risks including heart attacks and strokes — all riders were consistently logging exposure levels more than 10 times the World Health Organization’s recommended daily average of 15 micrograms per cubic meter. Manu Sharma, in New Delhi, recorded the highest PM2.5 level of the three riders, hitting 468.3 micrograms per cubic meter around 6 p.m. Lahore was a close second, with Iqbal recording 464.2 micrograms per cubic meter around the same time.

Alongside tracking specific pollutants, the Atmotube Pro gives an overall real-time air quality score (AQS) from 0–100, with zero being the most severely polluted, and 100 being the cleanest. According to Atmo, the company that makes the Atmotube monitors, a reading of 0–20 should be considered a health alert, under which conditions “everyone should avoid all outdoor exertion.” But the three gig workers found their monitors consistently displayed the lowest possible score…(More)”.

Artificial Intelligence: A Threat to Climate Change, Energy Usage and Disinformation

Curated on Posted on by Stefaan Verhulst

Press Release: “Today, partners in the Climate Action Against Disinformation coalition released a report that maps the risks that artificial intelligence poses to the climate crisis.

Topline points:

  • AI systems require an enormous amount of energy and water, and consumption is expanding quickly. Estimates suggest a doubling in 5-10 years.
  • Generative AI has the potential to turbocharge climate disinformation, including climate change-related deepfakes, ahead of a historic election year where climate policy will be central to the debate. 
  • The current AI policy landscape reveals a concerning lack of regulation on the federal level, with minor progress made at the state level, relying on voluntary, opaque and unenforceable pledges to pause development, or provide safety with its products…(More)”.

Climate change may kill data sovereignty

Curated on Posted on by Stefaan Verhulst

Article by Trisha Ray: “Data centres are the linchpin of a nation’s technological progress, serving as the nerve centers that power the information age. The need for robust and reliable data centre infrastructure cuts across the UN Sustainable Development Goals (SDGs), serving as an essential foundation for e-government, innovation and entrepreneurship, decent work, and economic growth. It comes as no surprise then that data sovereignty has gained traction over the past decade, particularly in the Global South. However, climate change threatens the very infrastructure that underpins the digital future, and its impact on data centres is a multifaceted challenge, with rising temperatures, extreme weather events, and changing environmental conditions posing significant threats to their reliability and sustainability, even as developing countries begin rolling out ambitious strategies and incentives to attract data centres…(More)”.

People Have a Right to Climate Data

Curated on Posted on by Stefaan Verhulst

Article by Justin S. Mankin: “As a climate scientist documenting the multi-trillion-dollar price tag of the climate disasters shocking economies and destroying lives, I sometimes field requests from strategic consultants, financial investment analysts and reinsurers looking for climate data, analysis and computer code.

Often, they want to chat about my findings or have me draw out the implications for their businesses, like the time a risk analyst from BlackRock, the world’s largest asset manager, asked me to help with research on what the current El Niño, a cyclical climate pattern, means for financial markets.

These requests make sense: People and companies want to adapt to the climate risks they face from global warming. But these inquiries are also part of the wider commodification of climate science. Venture capitalists are injecting hundreds of millions of dollars into climate intelligence as they build out a rapidly growing business of climate analytics — the data, risk models, tailored analyses and insights people and institutions need to understand and respond to climate risks.

I point companies to our freely available data and code at the Dartmouth Climate Modeling and Impacts Group, which I run, but turn down additional requests for customized assessments. I regard climate information as a public good and fear contributing to a world in which information about the unfolding risks of droughts, floods, wildfires, extreme heat and rising seas are hidden behind paywalls. People and companies who can afford private risk assessments will rent, buy and establish homes and businesses in safer places than the billions of others who can’t, compounding disadvantage and leaving the most vulnerable among us exposed.

Despite this, global consultants, climate and agricultural technology start-ups, insurance companies and major financial firms are all racing to meet the ballooning demand for information about climate dangers and how to prepare for them. While a lot of this information is public, it is often voluminous, technical and not particularly useful for people trying to evaluate their personal exposure. Private risk assessments fill that gap — but at a premium. The climate risk analytics market is expected to grow to more than $4 billion globally by 2027.

I don’t mean to suggest that the private sector should not be involved in furnishing climate information. That’s not realistic. But I worry that an overreliance on the private sector to provide climate adaptation information will hollow out publicly provided climate risk science, and that means we all will pay: the well-off with money, the poor with lives…(More)”.

Creating a Citizen Participation Service and other ideas

Curated on Posted on by Stefaan Verhulst

Paper by Kathy Peach: “…This paper explains how public participation can improve national policy, long-term decision making and increase democratic legitimacy and trust.

Taking a practical approach it examines how the wide range of tools available for harnessing citizen’s collective intelligence and explores how, and in what circumstances, they can best be used.

Examining how public participation can be embedded in climate policy at a national level, it suggests three models for restructuring central government – a Public Participation Secretariat, new public bodies and at most ambitious, a Citizen Participation Service.

Finally, it outlines the contours of a flagship participation programme for climate policy covering digital infrastructure, citizen science, participatory budgeting and other proposals…(More)”.

Indigenous Peoples and Local Communities Are Using Satellite Data to Fight Deforestation

Curated on Posted on by Stefaan Verhulst

Article by Katie Reytar, Jessica Webb and Peter Veit: “Indigenous Peoples and local communities hold some of the most pristine and resource-rich lands in the world — areas highly coveted by mining and logging companies and other profiteers.  Land grabs and other threats are especially severe in places where the government does not recognize communities’ land rights, or where anti-deforestation and other laws are weak or poorly enforced. It’s the reason many Indigenous Peoples and local communities often take land monitoring into their own hands — and some are now using digital tools to do it. 

Freely available satellite imagery and data from sites like Global Forest Watch and LandMark provide near-real-time information that tracks deforestation and land degradation. Indigenous and local communities are increasingly using tools like this to gather evidence that deforestation and degradation are happening on their lands, build their case against illegal activities and take legal action to prevent it from continuing.  

Three examples from Suriname, Indonesia and Peru illustrate a growing trend in fighting land rights violations with data…(More)”.