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What evidence gaps are holding back green hydrogen?

Green hydrogen faces major evidence gaps in cost, storage, transport, and skills. Here's what the research shows.

Direct answer

Green hydrogen is held back by a few critical evidence gaps: high costs that make projects unviable without massive subsidies, unresolved technical challenges in storage and transport, and a lack of skilled workers. For example, a 2025 study found that only 7% of announced green hydrogen projects were completed on schedule, and meeting 2030 climate goals would require up to $2.6 trillion in subsidies [2]. Across the 11 studies reviewed, the strongest evidence points to cost and infrastructure as the biggest barriers, while gaps in materials science and workforce training remain poorly quantified.

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Why are so few green hydrogen projects actually getting built?

The biggest gap is between ambition and reality. A 2025 study tracking 190 projects over three years found that only 7% of global capacity announcements were finished on schedule, revealing a wide 'implementation gap' [2]. Even though the total announced pipeline nearly tripled to 422 GW, the authors estimate that realizing all these projects would require global subsidies of $1.3 trillion (with a range of $0.8–$2.6 trillion), far exceeding what has been announced [2]. This means that without a massive increase in government support or carbon pricing, most green hydrogen will remain too expensive to compete with fossil-based hydrogen.

The cost problem is especially acute in sectors like aviation. A 2021 study modeled hydrogen-powered aircraft and found that total operating costs could increase by 10–70% for short-range flights and 15–102% for medium-range flights, depending on the cost of green liquid hydrogen [6]. The authors stress that the entire economy of hydrogen aviation depends on low-cost supply infrastructure, which barely exists today [6].

What technical problems still need solving for storing and moving hydrogen?

Storing hydrogen underground in unlined rock caverns is a promising option for large-scale storage (over 100 GWh), but major knowledge gaps remain. A 2024 review identifies critical unknowns: how hydrogen reacts with rock materials at typical storage conditions (below 100°C and 15 MPa), how to design hydraulic containment systems to prevent leaks, and whether fracture-sealing materials will hold up over decades [4]. The authors call for more experimental and numerical studies before this technology can be deployed.

Transporting hydrogen via pipelines faces similar gaps. A 2025 review notes that hydrogen degrades the mechanical properties of steel, affecting pipeline integrity, and that key unknowns include how to use high-strength materials safely, how to design pipelines for hydrogen (versus natural gas), and whether existing natural gas pipelines can be repurposed [5]. The authors emphasize that economic viability and safety are the two key challenges, and current standards are insufficient [5].

Are there gaps in the people and materials needed to scale up?

Yes, and they are often overlooked. A 2023 survey of 41 Australian hydrogen industry participants found widespread agreement that training and skilling are 'very important' but 'under-provisioned' across the sector [7]. The authors argue that without urgent cross-sector attention to skill development, the promise of green hydrogen will not be realized [7]. This is a concrete evidence gap: we don't have enough trained engineers, technicians, and operators to build and run the facilities.

On the materials side, porous electrodes for water electrolysis are a key area of innovation, but a 2026 review identifies persistent gaps in structural reproducibility, long-term mechanical robustness, scalability, and standardized performance benchmarking [3]. Similarly, silicon-based photocatalysts for solar-driven hydrogen production face challenges in balancing performance with economic and environmental costs, and the optimal synthesis methods are still unclear [1]. For seawater splitting, a 2026 review highlights that stability under realistic conditions (with biofouling, corrosion, and multivalent ions) remains unproven, and mass-transport management at device scale is a critical knowledge gap [8].

About These Sources

This answer is built on 8 peer-reviewed studies — published from 2021 to 2026, 6 from 2024 or later, 7 in Q1 journals, collectively cited 600 times — selected as the most relevant from 11 studies that passed quality screening, drawn from 64 papers retrieved from a database of over 500 million.

Sources used in this answer

1

Progress in silicon-based materials for emerging solar-powered green hydrogen (H2) production

Silicon-based photocatalysts show promise for solar hydrogen production, but balancing performance with economic and environmental costs remains a key challenge, and optimal synthesis methods are still unclear.

2

The green hydrogen ambition and implementation gap

Tracking 190 projects over 3 years, only 7% of global capacity announcements were completed on schedule; meeting 2030 climate goals would require up to $2.6 trillion in subsidies, far exceeding current commitments.

3

Fabrication of Porous Electrodes for Green Hydrogen Evolution: A Review of Additive Manufacturing, Laser Texturing, Dynamic Hydrogen Bubble Templating, Powder Metallurgy, Lithography, and Nano-Ink Printing

Porous electrodes improve hydrogen evolution reaction efficiency, but key gaps remain in structural reproducibility, long-term robustness, scalability, and standardized benchmarking.

4

Hydrogen storage in unlined rock caverns: An insight on opportunities and challenges

Unlined rock caverns could store hydrogen at >100 GWh scale, but knowledge gaps exist in hydrogen reactivity with rock, hydraulic containment design, and fracture-sealing material integrity.

5

State-of-the-art and knowledge gaps in gaseous hydrogen pipelines: from the perspective of materials, design, and integrity management

Hydrogen pipelines face gaps in high-strength material use, pipeline design, hydrogen velocity determination, and repurposing natural gas pipelines; economic viability and safety are key challenges.

6

Hydrogen-powered aviation and its reliance on green hydrogen infrastructure – Review and research gaps

Hydrogen-powered aviation costs could increase 10–102% depending on liquid hydrogen cost; the entire economy depends on low-cost green hydrogen supply infrastructure.

7

Skilling the green hydrogen economy: A case study from Australia

A survey of 41 Australian industry participants found training and skilling are seen as very important but under-provisioned; urgent cross-sector attention is needed.

8

Photoelectrocatalytic seawater splitting for sustainable hydrogen production: Catalysts, challenges and future directions

Photoelectrochemical seawater splitting is promising but constrained by chloride corrosion, biofouling, and precipitation; stability under realistic conditions and mass-transport management are key gaps.