Climate

  • SignatureSolution 4 - Environment

Introduction

Climate change and digital technologies affect everyone, but their impacts are not evenly distributed. Vulnerable groups, such as women, youth, rural farmers, Indigenous communities and people with disabilities are often hit hardest by climate change and environmental degradation while benefiting the least from digital advancements.

Digital technology holds immense potential for both mitigating and adapting to climate change. It not only enables the development of innovations that drive climate action but also offers powerful tools and solutions to reduce greenhouse gas (GHG) emissions and improve climate resilience. For example, a 2018 study by the Exponential Roadmap Initiative showed that digital technology could reduce global emissions by 15 percent through solutions in sectors like energy, manufacturing, agriculture and land use, buildings, services, transportation and traffic management.  

UNDP has been supporting the enhancement and implementation of Nationally Determined Contributions (NDCs) in over 120 countries through its Climate Promise initiative. UNDP provides direct support to climate change mitigation and adaptation in over 110 countries, including 22 Small Island Developing States and 44 countries in fragile or extremely fragile contexts, managing an active portfolio of over US$2 billion whilst mobilising over $7 billion in co-financing. Nature-based solutions and chemical and waste management interventions also contribute to integrated climate action.

UNDP has identified numerous applications for digital technologies within its climate change portfolio. For example:

  • Innovative digital tools and solutions provide access to timely climate data, enabling risk-informed policies and investments. Data sources can include very high resolution (VHR) satellite imagery or remote sensing combined with machine learning (ML) and artificial intelligence (AI).
  • Distributed ledger technologies (DLT) – for example, decentralised security systems such as blockchains – and AI may support robust measurement, reporting and verification (MRV) data, enhancing transparency and trust. This can stimulate market incentives, access to innovative environmental finance and equitable benefit sharing.
  • The Internet of Things (IoT) and automation enable SMART solutions for cities, transportation and agriculture.
  • Mobile applications empower local actions, facilitating environment monitoring or citizen science.

Digitalization will accelerate better planning, monitoring and implementation of NDCs and National Adaptation Plans (NAP) across key sectors such as agriculture, fisheries, forestry, land management, transport and energy. This must be coupled with promoting just transition principles and approaches whilst mitigating potential negative impacts such as increased GHG emissions from the information and communications technology (ICT) sector, misinformation or digital divide-driven inequality.

Key talking points

  • National digital transparency systems can help countries manage complex GHG inventory data, NDC action tracking and reporting requirements across sectors, contributing to national data sovereignty.
  • A digital carbon registry can enable end-to-end carbon market systems with traceable data. Various digital tools, sensors and Earth observation can support the MRV of carbon mitigation projects.
  • Digitalization can accelerate access to climate finance by local communities and farmers through innovative financing mechanisms such as the Payment for Ecosystem Services (PES) schemes by combining Digital ID, digital payments and various monitoring technologies (such as remote sensing, IoT sensors and mobile apps).
  • Climate information systems and early warning systems have helped many countries bring advanced data and analytics to strengthen adaptation and disaster risk reduction, both at the national and local levels. With recent advancements in AI technology and big data, more granular risk assessments and scenario predictions are possible.
  • Digitalization of NDC sectors through smart energy, smart agriculture, smart cooling or e-transport can enhance energy and resource efficiency, while new digital business models for local communities allow farmers and fishers to utilize climate information, directly access sustainable markets and build credit on their digital identity for improved livelihoods.
  • Global GHG emissions from the ICT sector are rising.
  • Inherent biases in digital systems, misinformation and inequitable digital divides can hinder climate action progress.
  • Providing technical assistance to national governments in establishing digital national transparency systems (e.g., NDC reporting, carbon registries) as parts of the core digital public infrastructure to help build credibility about NDC implementation and enable access to climate finance.
  • Technical capacity building for data analytics to enhance planning, policy decision-making and monitoring.
  • Recognizing the crucial role local actors such as local communities, micro, small and medium enterprises (MSMEs) and farmer associations play in climate action and promoting capacity building and inclusive digital tools for local innovation and improved livelihoods.
  • UNDP sees increasing opportunities for global or regional partnerships with the private sector involving open-source technology, open data and capacity building. Building coalitions with influential companies that extend beyond corporate social responsibilities is also important.

Opportunities and risks for digital technologies in climate action work

This section presents society-level opportunities and risks related to digital technology in the context of climate action. These insights can help form programme-level theories of change and inspire programme teams on how digital technology can support climate change-related programme activities, while remaining aware of the risks it presents.

  • Digital solutions can increase credibility and trust in global initiatives: By enhancing transparency and global monitoring of GHG emissions, digital tools foster progress towards achieving the goals of the Paris Agreement and help improve access to climate finance.
  • Digital technologies enable benefit sharing: Access to innovative environmental finance opportunities brings more potential for benefit sharing, thanks to distributed systems such as ledgers and peer-to-peer platforms.
  • Data and automation can promote sustainable behaviours: These behaviours include transitioning to SMART agriculture, SMART energy and adopting circular economy approaches.
  • Climate information systems and early warning systems can strengthen resilience and disaster risk reduction: For example, digital technology can help enhance the resilience of water resource systems and conduct risk-informed infrastructure development in climate-vulnerable regions.
  • Digital transformation of key sectors can accelerate transition to a green economy, build resilience and create green jobs and livelihoods: Key sectors include clean energy, circular economy, waste management, agro-food systems, water and forestry.
  • Digital solutions can empower local communities: As the cost of technology is reducing, local communities, Indigenous Peoples, and rural farmers are increasingly using remote sensing-powered apps, drones, sensors and access to digital finance to create nature-based solutions.
  • Reaching youth: Gamification and other popular digital platforms can be leveraged on to reach the youth population for climate change advocacy, awareness raising and inclusion in policy discussions
  • Increased energy use and GHG emissions from the ICT sector can exacerbate climate change: The ICT sector relies on data centres, telecommunications infrastructure and the production and use of electronic devices such as computers, smartphones and other devices. As the demand for digital services and technologies increases, so does the energy consumption associated with data processing, storage and transmission.
  • Unmanaged e-waste can lead to increased pollution: Pollution from e-waste is especially a risk in countries lacking established recycling or waste management systems. Please refer to UNDP’s Zero Waste Offer on potential mitigation interventions.
  • The growing demand for digital technologies can lead to unethical sourcing of raw materials: The shift towards decarbonization and renewable energy is driving increased demand for critical minerals such as copper, lithium, nickel, cobalt, and rare earth metals. Due to the significant demand for these minerals and the urgency of the energy transition, the scaled-up investment in the sector has the potential to exacerbate environmental degradation, economic and governance risks, and social inequalities, affecting the rights of Indigenous Peoples, local communities, and workers.
  • Access to data and inherent biases in AI algorithms can lead to exacerbated inequality. Data generation and access is largely skewed to the so-called ‘Global North’. Countries and private sector actors with higher data literacy and investment can utilize the intelligence fully, while others will not be able to capitalize. In addition, generative AI creates content and opinions based on existing data produced in high-income countries, and may not reflect the opinion or reality of countries that have less digital contents. Analytics may be inherently biased because the test data favoured one group of people over another, such as men over women, or did not take into consideration values, such as carbon emissions or water footprint.
  • Misinformation and digital divides can impede progress on climate action and can lead to the exclusion of vulnerable groups: These vulnerable groups include rural farmers without smart phones or cannot afford the mobile data cost, Indigenous communities without internet access or women in societies with a gender-based digital divide. Even when they do have access to digital technology, people can be vulnerable to misinformation unless equipped with digital literacy tools to be able to doubt misinformation or ‘deep fake’.

UNDP Digital Programming Suggestions for Climate Action Work

UNDP’s newly established Climate Hub delivers the UN system’s largest portfolio of support on climate action in more than 140 countries. This portfolio is worth over $2 billion in grant financing from the Global Environment Facility (GEF), the Green Climate Fund (GCF), UNDP’s core donors and other bilateral contributions. Given the existing strong network of national, regional and global technical expertise, climate action programming is strongly recommended to leverage extant global offers. The Digital Programming Areas were designed on the basis of common needs in the portfolio and built for scale across countries in close collaboration between the Chief Digital Office and the BPPS Climate Hub. The Digital Programming Areas do not exclude local or bottom-up solutions, which also can become the seed for future scalable interventions. To find out more about each of the interventions below, please contact your Regional Technical Advisor or Coordinator.

Enhanced National Transparency Systems, Carbon Registries and MRV tools

As countries work to improve NDC monitoring and reporting to meet the requirements of the Enhanced Transparency Framework under the Paris Agreement Article 13, many are developing digital NDC transparency systems at national and sectoral levels. In addition, to enable carbon markets under Article 6 of the Paris Agreement, digital carbon registries will be needed to manage carbon credits at the national level whilst maintaining interoperability with international systems. Various MRV tools can support transparency efforts and increase access to environmental finance mechanisms, such as PES schemes. Under this programming area, UNDP will:

  • Support the development of national digital NDC tracking systems and carbon registries. As the functionalities of these systems are relatively similar across countries, Country Offices are encouraged to utilize UNDP’s open-source system and configure it based on local context. The open source codebase was built based on inputs from international experts and countries, with a central support team in the Climate Hub. The use of such Digital Public Goods is a cost-effective way for countries to develop a national system.
  • Support sectoral digital MRV systems. UNDP’s Climate Hub has extensive experience supporting these kinds of projects especially when it comes to forest MRV systems.
  • Support the use of UNDP’s international voluntary cooperation platform for Article 6.2, the “ITMO process flow”
  • Facilitate the use of digital MRV tools to track and verify various mitigation projects and to monitor GHG emissions. Various tools exist and stakeholders should be supported in procuring them, making use of the Digital X catalogue or partnerships where required. Technical advice from carbon trading experts is recommended to establish whether a given tool is based on internationally acknowledged methodologies.
  • Support the development or upgrading of national PES management systems.

Data Capacity for Policy-making and Risk-informed Programming

Data-driven planning, policy-making and monitoring are essential capacities that require long-term capacity building, involving national governments, local actors, academia and the private sector. UNDP will provide capacity development and catalyse digital and data partnerships to support these efforts. Under this programming area, UNDP will:

  • Deploy data experts for data-informed project design, monitoring and evaluation. Country Offices are encouraged to inquire for sample terms of reference, global partnership opportunities and potential candidates for recruitment.
  • Utilise global data sharing partnerships and advise on the use of open data, including VHR satellite imagery and socio-economic data.
  • Apply open data standards for UNDP-supported projects and data visualisations and publish them on the UNDP Data Futures Platform.
Below are examples for data capacity building opportunities.
  • Developing and implementing NDCs, NAPs and Local Adaptation Plans can benefit from data-driven geospatial analytics. This process can potentially involve automatic data scraping followed by using AI to find patterns.
  • Geospatial analysis, climate risk profiling and climate vulnerability assessment can support climate programming and project design.
  • Nature-based solutions can be designed based on impact assessments conducted in advance. For example, geospatial risk assessments can inform the restoration of mangrove forests, stabilising the livelihoods of coastal residents and buffering infrastructure from the ocean.

Climate Information Systems and Early Warning Systems for Adaptation and Disaster Risk Reduction

Climate data and information form the basis for climate-related interventions and are crucial for science-based planning and the investment processes of both climate change mitigation and adaptation. Geospatial and socio-economic data inform vulnerability and impact assessments of society and infrastructure with respect to weather extremes and climate change. This information helps identify current and future key risks and areas where the public and private sectors should work together. It also highlights measures that increase resilience to weather extremes and make long-term economic sense. Under this programming area, UNDP will:

  • Support data collection, climate modelling and analysis for climate information products and alerts. This includes the integration of digital tools for anticipatory action and disaster recovery (e.g., digital payments before and after climate-related disasters). In some countries, digitization of historical weather data may be the critical first step. Localized early warning systems may benefit from existing digital applications.
  • Use digital tools to support standardisation and verification of data and information collected by climate information systems (e.g. using WMO standards to trigger payments from the Systematic Observations Financing Facility).

Digital Transformation of Key NDC Sectors

Digitally-enabled climate change mitigation and adaptation across key sectors will also create green jobs and livelihoods. UNDP will support Green Transition Digital Readiness Assessments and the development of a Digital Roadmap to identify entry points for interventions within NDC sectors. UNDP will also advise on the use of existing technological solutions (prioritising south-south and south-south-north “triangle” cooperation) and provide advisory services with respect to policy-level digital transformation.  

Empowering local communities, civil society and MSMEs, including by building national and local digital ecosystems, is crucial for climate resilience. A holistic approach is needed, encompassing the public sector, infrastructure, regulators, the private sector and citizens. Potential avenues for local capacity building and innovation are listed below, but it should be noted that UNDP’s role is not to directly build innovative apps and solutions, but rather to create an enabling environment for local communities and MSMEs to innovate themselves. UNDP can achieve this through capacity building, policy approaches, grant schemes, innovative financing mechanisms and demonstration projects. In this programming area, UNDP will:  

  • Support countries to undertake Green Transition Digital Readiness Assessments and develop digital transformation roadmaps at the national or sectoral level.
  • Advise governments on appropriate and available digital tools and demonstration opportunities for their national circumstances.
  • Advise governments on policy approaches for enabling digitalization in their countries.
  • Provide capacity building on digital tools and/or digital innovation to local communities.
Some of the opportunities that digitalization can bring are further elaborated below. Climate-resilient food, agriculture and fishery systemsClimate-resilient food, agriculture and fishery systems (see more in NATURE):
  • Develop resilient value chains with traceability and certification.
  • Implement precision agriculture using IoT sensors, drones and remote sensing to improve farmers’ decision-making capacity.
  • Utilise drone technology for agricultural tasks, such as watering and seeding.
  • Leverage the potential of agricultural data in various forms to open up new data-focused economic models. This data ranges from agronomic data (such as production advice, information about pests and diseases) to environment and natural resource related data (such as meteorological, hydrological and soil data) to socioeconomic data (including market, prices, infrastructure) to administrative data (such as legal, financial and official records).
  • Provide better climate information and digital extension services.
  • Foster digital financial inclusion and insurance, as well as market connections.
  • Collaborate with private sector partners to incentivise sustainable, deforestation-free commodities with better traceability at the source level.
  • Establish data standards and Digital Public Infrastructure for agriculture-related data.
  • Integrate blockchain systems with the IoT to improve supply chain traceability and promote trust, transparency and cost-effectiveness.
  • Utilise digital solutions to connect with remote farmers and improve access to services.
  • Encourage a sharing economy through digital platforms, such as digital markets.
Forest and land management:
  • Utilise geospatial monitoring and AI to detect deforestation and forest degradation.
  • Use reference data and algorithms to facilitate biomass and carbon stock estimates.
  • Use drones in community-based forest management efforts.
  • Utilise mobile devices for community-based forest monitoring.
  • Simulate future carbon emissions to track changes in carbon pools over time.
Clean energy, transport and cities (See more in Digital Guide ENERGY):
  • Introduce digitally-enabled new business models (such as sensors, mobile payments and decentralised finance) to promote mini-grid and solar home systems and clean cooking.
  • Digitize and digitalize government systems and capacity, including e-tendering and geospatial planning and design for integrated energy plans and strategies.
  • Use automation and data-driven planning in the transport sector.
  • Implement smart city and smart buildings initiatives for improved energy efficiency.
  • Implement digital MRV systems.

Digital stakeholders for climate action work

  • Relevant government agencies
    Involving government agencies ensures alignment with national climate goals and compliance with regulations. It includes coordination with ministries operating in the areas of environment, climate change, forestry, fisheries, natural resources, agriculture and rural development, and related governmental agencies. Collaboration with these stakeholders ensures not only that the project complies with relevant laws and receives necessary approvals, but also facilitates the integration of a digital perspective into forthcoming strategies, policies and regulations pertaining to climate action. This integration, in turn, expedites the implementation of digital solutions.
  • Ministries and government agencies responsible for ICT or digital transformation
    Including government institutions responsible for digital transformation and connectivity and/or ICT experts is important for the successful design and implementation of projects, especially if it involves large scale digital system development. Digital and IT experts can often offer guidance on the integration of digital solutions within existing national data platforms, advise on issues such as data privacy, cyber security or data ownership, and ensure the project's technical viability.
  • Beneficiaries and end users
    It is critical to engage (or co-create with) beneficiaries and end users of any digital solution that UNDP supports. Designing good digital solutions starts with understanding the user, their needs, daily routine, preferences and decisions. Beneficiaries can be a source of ideas. Connectivity, device availability, digital literacy and social norms should be considered at the design stage. Beneficiaries may include farmers, cooperatives and associations, local civil society organizations (CSOs), international non-governmental organizations (NGOs), universities, Indigenous Peoples and local communities, women, young people, entrepreneurs and engineers.
  • Private sector, investors, funders
    Researching and identifying potential private sector partners and investors who have a track record in funding digital projects can help secure funding, data or in-kind support. Their input can also help shape the project proposal. As investors often have a vested interest in the success of the project, they may actively support marketing and promotional efforts. In addition, they spot hidden risks and opportunities to scale up the project.
  • Global partnerships and international organizations
    Partnering with international organizations reinforces conformity with global climate initiatives and generates opportunities for securing funding and the exchange of best practices. These organizations can play a role in shaping both global and regional policies, supporting advocacy endeavours for favourable policies concerning digital technologies in the realm of climate action. This may include international space initiatives, international finance institutions (IFIs), global tech companies or international NGOs and associations, such as Group on Earth Observations (GEO) and Global System for Mobile Communications Association (GSMA).

Digital programming examples for climate

Saving Lives and Protecting Agriculture-Based Livelihoods in Malawi: Scaling Up the Use of Modernized Climate Information and Early Warning System (Malawi)

In Malawi, digitization of decades-old datasets, live transmission of actionable data from weather stations via the cloud and public-private partnerships enable increased analysis of climate data. This allows poor rural farmers to improve profits and adapt their practices to new climate scenarios, while the government can future-proof large infrastructure investments.

Environment
Climate
Climate Smart Urban Development Challenge (Serbia)

In Serbia, small and medium-sized family farms are being supported to install solar-powered, automated irrigation systems to strengthen resilience. Through the integration of digital technology and data-driven decision-making, these farms have increased their yield by up to 30% despite facing drought and other challenging climatic conditions. This innovative approach not only enhances agricultural productivity but also sets a precedent for sustainable farming practices.

Environment
Climate
Accelerating the transformational shift to a low-carbon economy (Mauritius)

In Mauritius, UNDP is supporting the government to upgrade into a smart grid, leveraging digital technologies to enhance energy efficiency and making existing power grids more efficient. This smart grid not only automatically addresses power outages but also is an enabler to Mauritius’ national transition to a low-carbon economy, by supporting the integration of renewable energy.

Environment
Climate
Digital Public Goods for the Paris Agreement: National Carbon Registry (Global)

UNDP developed an open source software National Carbon Registry as a Digital Public Good. Countries can utilize the code and develop a national registry that provides a transparent and efficient platform for stakeholders to monitor how carbon credits are issued and traded. Namibia was the first to develop a national carbon registry based on the DPG, and more countries are in the process.

Environment
Climate
Improving Adaptive Capacity and Risk Management of Rural Communities (Mongolia)

In Mongolia, digital and geospatial technologies are being leveraged to strengthen the resilience of resource-dependent herder communities vulnerable to climate change. A key component of the project is the monitoring of changes in pastureland and land use using satellite imagery and geospatial data, to track degraded lands due to overgrazing, enabling more effective land management practices.

Environment
Climate
PLANT – Paris Agreement LULUCF Assessment & NDC TOOL (Global)

PLANT, the Paris Agreement LULUCF Assessment and NDC Tool, serves as a ‘living’ tool and a constantly updated database advisory system that supports countries to implement policies for sustainability in the forest sector to advance the Paris Agreement. One of the key features of PLANT is its ability to assess Land Use, Land-Use Change, and Forestry (LULUCF) sectors, which are critical for countries to optimize their land-use practices to reduce emissions.

Environment
Climate
DiCRA - Digital for Climate Resilient Agriculture (India)

The India Accelerator Lab developed an open data, open algorithm geospatial platform to analyse climate resilient policies. Accredited as a Digital Public Good, DiCRA provides a comprehensive analysis of climate-resilient agriculture policies using Artificial Intelligence and Machine Learning algorithms. By integrating ground-truth data from citizen scientists, DiCRA ensures the accuracy and relevance of its policy recommendations. The tool enables informed and improved development and implementation of climate-resilient agriculture policies, which ultimately leads to a more sustainable and resilient agricultural sector.

Environment
Climate

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