When kinetics and thermodynamics should play together
How the salinity of water affects calcium carbonate nucleation
The formation of calcium carbonate (CaCO3) in water has ramifications for everything from food and energy production to human health and the availability of drinkable water. But in the context of today’s environment, simply studying how calcium carbonate forms in pure water isn’t helpful.
Researchers at Washington University in St. Louis’s McKelvey School of Engineering have pioneered cutting edge methods to study the formation of calcium carbonate in saline water. Their results, recently published in the Journal of Physical Chemistry C, suggest that, without considering kinetic factors, we may have been overestimating how fast calcium carbonate forms in saline environments.
“Now more than ever, it is important to understand how minerals form under highly saline conditions,” said Young-Shin Jun, professor in the Department of Energy, Environmental & Chemical Engineering. As urban areas spread, more and more fresh water is lost to the oceans through runoff. An increased production of briny water is also being seen in industrial and energy harvesting processes, such as desalination and hydraulic fracturing.
Jun’s group began with a philosophical question: At what point in the coming together of calcium and carbonate ions does calcium carbonate actually “form”?
“People often casually say ‘formation’ when they refer to the ‘growth’ of solids, but formation actually starts earlier, at the nucleation stage,” Jun said. “Nucleation begins at the moment when all of the precursor parts have fallen into place, reaching a critical mass that creates a nucleus that is big enough and stable enough to continue to grow as calcium carbonate solids.”
Nucleation is, unsurprisingly, difficult to observe because it happens at nanoscale. Hence, this process is often simply assumed to have taken place. Rather than paying attention to nucleation as a separate phenomenon, researchers have traditionally put more effort into understanding growth.
Working in northern Illinois at the Advanced Photon Source in the Argonne National Laboratory with a highly powerful synchrotron-based X-ray scattering method known as grazing incidence small angle X-ray scattering (GISAXS), Jun’s lab has created unique environmental reaction cells and observed real time nucleation events in aqueous environments. They can see the moment of nucleation, which allows them to closely compare rates of nucleation in waters of different salinities.
The concentration of salt in water varies widely; seawater has about 35 grams of salt per liter, while water used in hydraulic fracturing (or fracking) contains even higher concentrations of salts. However, without considering salinity, most studies have explored how the mineral interacts with the substrate on which it grows — for instance, what is a water pipe or a membrane made of, and how does that material affect the formation of calcium scales?
But those aren’t the only important interactions.
An important relationship in determining the likelihood of nucleation is the balance between the thermodynamics and kinetics of the particular system. Thermodynamically, a specific amount of energy is required to drive nucleation; if that energy (known as the interfacial energy) is sufficiently low, then nucleation can spontaneously occur.
Kinetics refers to the motions of the sub- and nanometer-sized building blocks (precursors) that may or may not reach that critical mass (called the critical nucleus size) and go on to grow as calcium carbonate. As with nucleation itself, observing the kinetics of these particles is difficult. Historically, the kinetic factor was considered to be less important than the thermodynamic parameter, and was assumed to be a constant. But is this true even for highly saline water?
“People have thought that kinetics is not important because it should be the same, no matter what,” Jun said. But using GISAXS, Jun and her former doctoral student Qingyun Li, now at Stanford University, were able to quantitatively describe the relationship between the kinetic factor (J0) and thermodynamic parameter (interfacial energy, α) of calcium carbonate nucleation, using quartz as the substrate. Critically, they were able to test it in water with varying salinities.
It turns out that in water with high salinity, interfacial energy is lower than in pure water, which means nucleation can happen easier. However, the kinetic factor — related to how fast the building blocks are being delivered — is slow.
“If we account only for thermodynamics when we predict the system, we’re overestimating the rate of nucleation. The impact of kinetic factors should be included,” Jun said.
This impact is important for a host of reasons beyond simply having a better basic understanding of mineral formation.
“Unprecedented socioeconomic development has accelerated our fresh water needs,” Jun said. “Also, a large volume of super-saline water is generated from water and energy recovery sites, such as desalination plants and conventional/unconventional oil and gas recovery using hydraulic fracturing.
“Thus, to design sustainable water and energy production systems, we urgently need a good understanding of how highly saline water can affect calcium carbonate nucleation, which can reduce their process efficiencies,” Jun said.
“It is an exciting finding. By changing the kinetics and thermodynamics, we can design a surface to prevent nucleation. By knowing when and where the nucleation happens, we can prevent or reduce it, extending the lifetime of pipelines or water purification membranes.
“Conversely, we can also increase nucleation where we need it, such as in geologic CO2 storage,” she said. “This basic understanding gives us power and control.”
“Now more than ever, it is important to understand how minerals form under highly saline conditions,” said Young-Shin Jun, professor in the Department of Energy, Environmental & Chemical Engineering. As urban areas spread, more and more fresh water is lost to the oceans through runoff. An increased production of briny water is also being seen in industrial and energy harvesting processes, such as desalination and hydraulic fracturing.
Jun’s group began with a philosophical question: At what point in the coming together of calcium and carbonate ions does calcium carbonate actually “form”?
“People often casually say ‘formation’ when they refer to the ‘growth’ of solids, but formation actually starts earlier, at the nucleation stage,” Jun said. “Nucleation begins at the moment when all of the precursor parts have fallen into place, reaching a critical mass that creates a nucleus that is big enough and stable enough to continue to grow as calcium carbonate solids.”
Nucleation is, unsurprisingly, difficult to observe because it happens at nanoscale. Hence, this process is often simply assumed to have taken place. Rather than paying attention to nucleation as a separate phenomenon, researchers have traditionally put more effort into understanding growth.
Working in northern Illinois at the Advanced Photon Source in the Argonne National Laboratory with a highly powerful synchrotron-based X-ray scattering method known as grazing incidence small angle X-ray scattering (GISAXS), Jun’s lab has created unique environmental reaction cells and observed real time nucleation events in aqueous environments. They can see the moment of nucleation, which allows them to closely compare rates of nucleation in waters of different salinities.
The concentration of salt in water varies widely; seawater has about 35 grams of salt per liter, while water used in hydraulic fracturing (or fracking) contains even higher concentrations of salts. However, without considering salinity, most studies have explored how the mineral interacts with the substrate on which it grows — for instance, what is a water pipe or a membrane made of, and how does that material affect the formation of calcium scales?
But those aren’t the only important interactions.
“We need to add salinity into this matrix,” Jun said. “How does saline water chemistry affect nucleation? It doesn’t happen in a vacuum.”
An important relationship in determining the likelihood of nucleation is the balance between the thermodynamics and kinetics of the particular system. Thermodynamically, a specific amount of energy is required to drive nucleation; if that energy (known as the interfacial energy) is sufficiently low, then nucleation can spontaneously occur.
Kinetics refers to the motions of the sub- and nanometer-sized building blocks (precursors) that may or may not reach that critical mass (called the critical nucleus size) and go on to grow as calcium carbonate. As with nucleation itself, observing the kinetics of these particles is difficult. Historically, the kinetic factor was considered to be less important than the thermodynamic parameter, and was assumed to be a constant. But is this true even for highly saline water?
“People have thought that kinetics is not important because it should be the same, no matter what,” Jun said. But using GISAXS, Jun and her former doctoral student Qingyun Li, now at Stanford University, were able to quantitatively describe the relationship between the kinetic factor (J0) and thermodynamic parameter (interfacial energy, α) of calcium carbonate nucleation, using quartz as the substrate. Critically, they were able to test it in water with varying salinities.
It turns out that in water with high salinity, interfacial energy is lower than in pure water, which means nucleation can happen easier. However, the kinetic factor — related to how fast the building blocks are being delivered — is slow.
“If we account only for thermodynamics when we predict the system, we’re overestimating the rate of nucleation. The impact of kinetic factors should be included,” Jun said.
This impact is important for a host of reasons beyond simply having a better basic understanding of mineral formation.
“Unprecedented socioeconomic development has accelerated our fresh water needs,” Jun said. “Also, a large volume of super-saline water is generated from water and energy recovery sites, such as desalination plants and conventional/unconventional oil and gas recovery using hydraulic fracturing.
“Thus, to design sustainable water and energy production systems, we urgently need a good understanding of how highly saline water can affect calcium carbonate nucleation, which can reduce their process efficiencies,” Jun said.
“It is an exciting finding. By changing the kinetics and thermodynamics, we can design a surface to prevent nucleation. By knowing when and where the nucleation happens, we can prevent or reduce it, extending the lifetime of pipelines or water purification membranes.
“Conversely, we can also increase nucleation where we need it, such as in geologic CO2 storage,” she said. “This basic understanding gives us power and control.”
The McKelvey School of Engineering at Washington University in St. Louis promotes independent inquiry and education with an emphasis on scientific excellence, innovation and collaboration without boundaries. McKelvey Engineering has top-ranked research and graduate programs across departments, particularly in biomedical engineering, environmental engineering and computing, and has one of the most selective undergraduate programs in the country. With 165 full-time faculty, 1,420 undergraduate students, 1,614 graduate students and 21,000 living alumni, we are working to solve some of society’s greatest challenges; to prepare students to become leaders and innovate throughout their careers; and to be a catalyst of economic development for the St. Louis region and beyond.
Click on the topics below for more stories in those areas
Back to NewsFaculty in this story
