Looking back fondly at her childhood playing along the shore, Baulch also recalls the invasion of quagga mussels during her teenage years and watching the lake change as a result. Baulch focused on ecological studies and limnology, where she gained experience working with lakes.<\/p>\n
“I was really lucky to have a lot of exposure to limnology as a discipline early on,\u201d explains Baulch. Now a professor working on water quality, she notes, \u201cThe technology we use and research we do, is immediately used and usable, which is a rare gift for a researcher.”<\/p>\n
![\"YSI](\"https:\/\/www.fondriest.com\/news\/wp-content\/uploads\/2024\/04\/IMG_8667_ForWeb.jpg\")
YSI (600 Series Sonde), beside the PAR sensors deployed just under the surface. (Credit: Katy Nugent \/ Global Institute for Water Security)<\/span><\/p><\/div>\n With real-time monitoring systems in place, water treatment operators can better respond to changing conditions, and resource managers can also better understand conditions in the target water body. Much of Baulch’s work focuses on Buffalo Pound Lake and how to use environmental data to support water treatment in a lake that has issues of blooms and elevated organic carbon.<\/p>\n Baulch expands, saying, “We can safely treat that water. A key goal is understanding changes in source water quality, and adapting to those changes.\u201d She adds, \u201cI really enjoy trying to move into the solution space on water quality issues. We work to identify the most effective changes we can make in land and water management. That means thinking about water treatment, but also about managing flows and agricultural nutrient management specific to this region.”<\/p>\n Baulch splits her time between teaching classes, conducting research, and communicating findings with the government and water treatment facilities. The schedule is demanding, but each element is essential\u2014including communicating with stakeholders<\/a> to improve water quality.<\/p>\n “Working to advance water quality really involves a lot of dialogue and outreach, which can be politically sensitive, and also can be hard to squeeze into a busy schedule, though I try to make it a priority,” states Baulch.<\/p>\n While water quality issues are common in Saskatchewan, much like they are in many other parts of the world, there is a benefit to capacity building between researchers and institutions. According to Baulch, the most immediate use of the data collected is by the treatment plant, supporting the use of Buffalo Pound Lake as a water supply for two cities.<\/p>\n She explains, “There are dozens of other water utilities in the region that have similar issues, and there just isn’t capacity to have scientists at each location to help. So that’s a deeper question I have about how we increase our capacity to build this type of partnership elsewhere.”<\/p>\n One example of this partnership is the Global Water Futures Observatories (GWFO), of which Buffalo Pound Lake is a station. Operated under the Canada Foundation for Innovation and its Major Sciences Initiative sponsorship, 64 instrumented river basins, lakes, streams, and wetlands, 15 deployable measurement systems, and 18 water laboratories all gather data and contribute to a larger network of data.<\/p>\n A close-up view of the monitoring equipment attached to Superbuoy on a foggy day. (Credit: Katy Nugent \/ Global Institute for Water Security)<\/span><\/p><\/div>\n Buffalo Pound Lake is very shallow and, therefore, stratifies periodically. Combined with high nutrient loads and organic carbon, this can create challenges for water treatment. To work around this, Baulch explains that monitoring with real-time data can give operators data when they need it.<\/p>\n Working with managers also helps researchers better understand the lake. Baulch elaborates, “Some key eureka moments have come from talking with the plant about the lake, the data, and issues they were having.”<\/p>\n For Buffalo Pound Lake, new insights about the seasonality of buoyant cyanobacteria and impacts of thermal stratification have come from these two-way conversations, with immediate benefits to water treatment.<\/p>\n Researching and understanding the physical and chemical properties of the lake has helped manage both cyanobacteria and disinfectant byproducts associated with dissolved organic matter. Since Buffalo Pound Lake is a reservoir, monitoring the lake can also help inform flow management, particularly when considering water quality.<\/p>\n Baulch begins, “The balance between flow from upstream reservoir versus the local catchment has an impact on water quality. We’re trying to understand that more deeply, and hopefully help lake managers start to integrate water quality in their decision making around flows.”<\/p>\n “That’s a really tricky one. Because like all reservoirs, there are a lot of objectives associated with its management. We\u2019re in very early days of dialogue with government on what we see in terms of the analysis we’ve done so far, and what might be helpful for water treatment,” she continues.<\/p>\n Big Buoy deployed on the green waters of Buffalo Pound Lake. (Credit: Katy Nugent \/ Global Institute for Water Security)<\/span><\/p><\/div>\n The systems deployed on Buffalo Pound Lake have changed the way plants treat water, particularly in cases of poor water quality. A total of four systems are used to support open water and under-ice deployments, collecting data at ten-minute intervals.<\/p>\n The summer buoys, a\u00a0CB-950<\/a>\u00a0affectionately named Superbuoy and an older\u00a0MB-200<\/a>\u00a0named Big Buoy, monitor conditions, focusing particularly on algal blooms. Temperature sensors have been some of the most important sensors for water treatment plants, and they are key to diagnosing stratification. While stratification is often brief in the lake, multi-day, extreme events have occurred that require changes in treatment plant operations.<\/p>\n The buoys are also equipped with YSI sensors, where phycocyanin, turbidity, pH and oxygen lend important scientific and operational insights. The buoys are also equipped with three LI-COR light sensors, a LI-190<\/a> placed in and above the water and two LI-192<\/a> deployed under the water. All of the sensors help Baulch and her colleagues understand drivers and impacts of ecological change in this dynamic system.<\/p>\n Exciting new technology on their new Superbuoy includes a CO2 sensor and a camera system, which has helped observe scums and understand drivers of buoyant cyanobacteria, which have been a concern to the water treatment plant.<\/p>\n Data is recorded and streamed live, updating as often as every hour, creating a fundamental tool used by both researchers and water treatment plant partners to assist in the early detection of reservoir changes, which may lead to altering the treatment process.<\/p>\n Buffalo Pound Lake Scum. (Credit: Katy Nugent \/ Global Institute for Water Security)<\/span><\/p><\/div>\n While the status of the lake as a water intake source has protected it from vandalism thus far, some environmental factors make monitoring the lake year-round difficult. Buffalo Pound Lake is also very productive, so biofouling can easily affect sensors, although wipers and frequent maintenance ensure good-quality data in summer when algal biomass is high.<\/p>\n In winter, ice conditions could destroy a buoy hull, so they shift to under-ice installations, deploying sensors about 1.5m below the ice\u2014to keep the equipment safely below the thick accumulations of ice that can occur.<\/p>\n Investment from the water treatment plant that relies on the data has helped support these sensor-based monitoring efforts in Buffalo Pound Lake, as has the scientific and logistical support of the government and research funding.<\/p>\n Because the lake is shallow and always mixing, changes in water quality can be sudden and dynamic. The continuous stream of data supplied by the buoys helps connect data points between less frequent sampling as well as the state of the lake leading up to, during, and after algal blooms.<\/p>\n The data collected by the systems is pushed to the WQData LIVE web portal, which allows Baulch to view real-time lake conditions from the comfort of her office. Immediate data availability has shaped how resource and plant managers operate.<\/p>\n Baulch explains, “You just have the pulse of the lake when the buoys are active. You sit down at your desk before you check your email and can look at the oxygen curves from the last day and it’s just interesting to get to know the lake to that level and see ‘Oh, it’s cloudy today’\u2014or even the impacts of smoke on light and seeing that coming through in the oxygen curves.”<\/p>\n Beyond the science, she emphasizes, \u201cThe operators also know when they need to change their decisions\u2013so that provides an immediate benefit to the streamed data.\u201d<\/p>\nUsing Data to Inform Treatment Plants and Combat Water Insecurity in Saskatchewan\u00a0<\/span><\/h3>\n
![\"A](\"https:\/\/www.fondriest.com\/news\/wp-content\/uploads\/2024\/04\/IMG_1098_ForWeb.jpg\")
Buffalo Pound Lake<\/span><\/h3>\n
![\"Big](\"https:\/\/www.fondriest.com\/news\/wp-content\/uploads\/2024\/04\/IMG_9038_ForWeb.jpg\")
The Convenience of Real-Time Systems<\/span><\/h3>\n
![\"Buffalo](\"https:\/\/www.fondriest.com\/news\/wp-content\/uploads\/2024\/04\/IMG_0747_ForWeb.jpg\")
![\"Superbuoy](\"https:\/\/www.fondriest.com\/news\/wp-content\/uploads\/2024\/04\/IMG_8841_ForWeb.jpg\")