Water data science

IWMI strengthens water security through innovative data analysis and application, as well as novel digital tools. To address critical information gaps, IWMI collects and analyzes data using technologies like remote sensing and compiles fragmented datasets from various public and private sources. This comprehensive approach equips researchers, policymakers, and communities with the data and information they need to make informed decisions and manage water resources effectively.

Our research in action

To improve access and analysis, IWMI makes its data publicly available through Open Access platforms and offers user-friendly digital dashboards that integrate real-time monitoring and practical insights. These platforms empower experts to address water- and climate-related challenges, and engage citizens in water management and climate adaptation activities. Custom tools enable communities to track water quality, predict floods, and prepare for droughts. IWMI also enhances capacity at local, national, and regional levels.

IWMI’s science-based tools support diverse applications such as water accounting, irrigation management, and climate impact and adaptation assessments. These data-driven solutions include forecasts to anticipate future conditions, scenario analyses to explore potential outcomes, and impact assessments that evaluate policy effects on water, food, and land systems. This ensures that stakeholders have access to the right data for both immediate needs and long-term planning.

Artificial intelligence (AI) further amplifies the effectiveness of IWMI’s data tools, with machine learning models assisting in real-time monitoring and precise water resource mapping. By incorporating AI technologies within frameworks that prioritize gender equity and social inclusion, IWMI ensures that digital tools support equitable participation and inclusive water management for all communities.

Contact

Fulco Ludwig

Fulco Ludwig

Strategic Program Director – Water Data Science

Latest news

IWMI and partners are catalyzing climate resilience in India

The recent launch of the CGIAR Climate Action Program in the Indian states of Odisha and Tamil Nadu marks a major step toward integrating science-based climate solutions into state-level planning …

Young researchers develop leadership skills to create lasting impact

Five IWMI researchers reflect on their learnings from the Crawford Fund Master Class on Agricultural Research Leadership and Management in Malaysia – and how they can use their newly acquired …

IWMI begins geo-tagging of tube-wells in Pakistan to curb groundwater depletion

IWMI launched a geo-tagging project to manage water stress in the face of climate and infrastructure challenges …

Sri Lanka is now AWARE

IWMI launches the early warning, early action, early finance platform to pre-empt disaster in Sri Lanka …

IWMI advances water systems transformation for Africa’s Agenda 2063 

Water plays a critical role in the African Union’s vision of a global economic power. On this Africa Day, IWMI reflects on its contribution to the continent’s sustainable development, food …

IWMI signs agreements with key partners in West Africa to advance regional water security  

Memoranda of Understanding (MoUs) with ECOWAS and Sierra Leone’s water agency signal regional commitment to science-driven water governance …

Projects

Latest publications

Displaying 4 publications
Assessing GHG emissions of a tropical large hydropower reservoir using G-res and GEE (11/05/2024)
Assessing GHG emissions of a tropical large hydropower reservoir using G-res and GEE
Journal of the Indian Society of Remote Sensing, 2025
More... [DOI]
Al Murunah Webinar on High-Resolution Climate Change Downscaling for Resilient Nature-Based Water Solutions in the MENA Region (04/10/2025)
Al Murunah Webinar on High-Resolution Climate Change Downscaling for Resilient Nature-Based Water Solutions in the MENA Region
2025
More... [DOI] | Fulltext (883 KB)
Advancing water security in Africa with new high-resolution discharge data (11/30/2024)
Advancing water security in Africa with new high-resolution discharge data
Scientific Data, 2024
More... [DOI] | Fulltext (10.8 MB)
Why indicators matter for advancing the global goal on adaptation: the case of water and sanitation targets in the UAE-Belm work programme (11/30/2024)
Why indicators matter for advancing the global goal on adaptation: the case of water and sanitation targets in the UAE-Belm work programme
2024
More... | Fulltext (1.08 MB)