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Localized Climate Data and Loss & Damage Fund critical

Renjini Liza Varghese


At the ongoing COP28,  I hope the countries align on the loss and damage (L&D) fund along with localized climate data. The escalating climate crisis has brought forth a pressing need for the fund.

As countries grapple with the mounting costs of climate-induced disasters, the fund is crucial to ensure global climate justice.

India, a nation particularly vulnerable to climate change, has witnessed a stark increase in climate disasters, with 2,923 climate disaster deaths, 92,000 animal deaths, and close to two million hectares of crops ruined in the first nine months of 2023 alone, as per a Centre for Science and Environment report. These figures highlight the devastating impact of climate change on livelihoods, infrastructure, and human life.

Recalling here, earlier studies have shown that women take the maximum hit of a climate disaster. It is seen that after a major climate incident, women are forced to take on the responsibility of rebuilding their lives.

Therefore, the L&D fund serves two basic purposes:

One, it is logical and practical. Developed nations, which have historically emitted far more greenhouse gases than developing nations, have a responsibility to help those who are most vulnerable to the impacts of climate change. The fund can be a tangible expression of this responsibility.

Second, it is a matter of justice and equity. Developing nations are bearing the brunt of the consequences of climate change, despite having contributed far less to the problem. A loss and damage fund can help to redress this injustice and ensure that all nations have the resources they need to cope with the climate crisis.

The true extent of the damage of climate change is even greater, as not all deaths and damages are accurately recorded. This is why there is a crucial need for local climate data. This will enable effective climate change adaptation and disaster preparedness. Accurate and localized data will also help authorities and communities to better understand the specific risks they face and make informed decisions to mitigate climate incidents

The L&D fund and the localized data are not just measures of climate justice but also investments for future resilience.

The time for action is now.

Climate crisis is not a future threat; but today’s reality!!!


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Carbon Trading

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An open source repository to manage carbon credits

Sonal Desai


UNDP has developed an open source software that allows countries to effectively manage national data and processes for trading carbon credits.

An interoperable digital solution:
The software, called the National Carbon Registry, has been accredited as a digital public good (DPG). As a DPG, the registry uses open source code which allows countries to customize information as per their needs. The registry’s modules, software and technical documentation can be reused and tailored by countries, which could potentially reduce production costs and implementation timelines, according to a UNDP statement.

Built as an interoperable digital system, the registry can be integrated with national measurement, reporting and verification (MRV) systems and international digital systems such as UNDP’s voluntary cooperation platform and the global platform Climate Action Data Trust (CAD Trust) launched by the World Bank. This can result in a broader suite of digital public infrastructure to address climate challenges.

Best practices:
The registry follows national and international best practices and is a result of ongoing work by the Digital4Climate (D4C) Working Group, which includes UNDP, the World Bank, the United Nations Framework Convention of Climate Change (UNFCCC) and the European Bank for Reconstruction and Development (EBRD) among others. The initiative is also supported by a community of practice for knowledge exchange.

The road ahead:
Effective climate action requires concerted and sufficient investment. Developing countries will need more than US$6 trillion by 2030 to finance their climate action goals (as listed in their Nationally Determined Contributions, or NDCs).

Carbon finance is key for the implementation of the NDCs, and the Paris Agreement enables the use of market mechanisms through provisions in Article 6. For this reason, interest in carbon markets is growing around the world, with 83 percent of NDCs stating the intent to make use of international market mechanisms to reduce GHG emissions. However, until now, there has not been an open-source software that allowed countries to start their own national registry to issue and manage carbon credits, UNDP said in the statement.

UNDP and partners are actively exploring how DPI – of which some solutions can be DPGs – might apply to address issues related to nature, climate and energy. This is especially critical to counter the current trend of monolithic software implementations and siloed systems.

“This initiative is a valuable opportunity for countries to work together towards a shared good with potential benefits beyond the open source registry system. We look forward to engaging with the evolution of ideas and testing of approaches that can inform the arrangements of any country implementing Article 6 of the Paris Agreement,” said Mr. James Grabert, Director, Mitigation Division, UNFCCC.

“Developing carbon markets is an investment in our sustainable future. Digital market infrastructure will be critical to scale-up high integrity, transparent carbon markets that can be used by countries to increase the level of climate action and ambition. This is why the World Bank’s Climate Warehouse programme is working closely with our partners on the implementation of this open-source carbon registry platform,” said Juergen Voegele, Vice President, Sustainable Development, World Bank.


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