The subject matter of the article comprises cement-bentonite-water hardening slurries with an addition of fluidized-bed fly-ash resulting from the combustion of hard and brown coal. The main objective of the study was to determine the filtration resistance of hardening slurries in the context of long-term exposure to the filtration of an aggressive substance in relation to a cement binder. A nitric acid aqueous solution with a concentration of 0.5 M was used, which modelled acid aggressiveness. The authors studied the hydraulic conductivity of the slurries as a function of time (18 months) for the exposure to a 0.5 M solution of nitric acid. Changes in the phase composition and hardening slurry surface structures were analysed in terms of their filtration resistance to the action of acid aggressiveness. The comparative base were samples subjected to filtration in tap water (neutral environment). The article reviews a methodology for studying hydraulic conductivity (k10) of hardening slurries. It also presents a study involving the phase composition using the X-ray diffraction analysis (XRD) method, infrared (IR) spectroscopy and showing an image of the hardening slurry surface structure. The findings of other researchers that the application of fluidized-bed fly-ash additives positively impacted improving the resistance of the cement matrix to acid aggressiveness were confirmed. The hydrated colloidal compounds, identified within the subsurface zone of the slurry, which has been in contact with an acidic environment, provide extra sealing of the material structure, thus significantly limiting the access of aggressive substance to the interior of the slurry.

Missing data in test result tables can significantly impact the analysis quality, especially in relation to technical sciences, where the mechanism generating missing data is often non-random, and their presence depends on the non-observed part of studied variables. In such cases, the application of an inappropriate method for dealing with missing data will lead to bias in the estimated distribution parameters.
The article presents a relatively simple method to implement in dealing with missing data generated as a result of the MNAR mechanism, which utilizes the censored random variable. This procedure does not modify the variable distribution form, which is why it ensures objective and efficient estimation of distribution parameters within studies affected by certain restrictions of technical or physical nature (censored distribution), with a relatively low workload. Furthermore, it does not require the application of specialized software. A prerequisite for using this method is the knowledge of the frequency and cause of missing data.
The method for estimating the random variable censored distribution parameters was shown based on the example of studying the leachability of selected heavy metals from a hardening slurry. The analysis results were compared with classical methods for dealing with missing data, such as, ignoring missing data observations (listwise or pairwise deletion), single imputation and stochastic regressive imputation.

The manuscript presents the condition of circular economy in Poland in diversified approach: subjective (waste streams, energy), sectoral (construction, wastewater treatment, coal energy), related to the resources (phosphorous and anthropogenic minerals) and considering proper energy management (almost zero energy buildings). The achievements reached in different sectors as well as the requirements towards implementation of CE are presented. The advancement of recycling technologies does not deviate from the global level, in terms of areas specific to Poland. Limiting the exploitation of natural resources and usage of new materials as well as producing more durable products are of CE concern. Also energy and heat recovery in buildings and technological processes (e.g. during wastewater treatment), ways of utilization of combustion by-products and water decarbonization waste are described. The implementation of CE in Poland needs not only research and technical activities, but also the modification of technological processes, the right policy, overcoming crosssectoral barriers, developing legal regulations and support schemes for CE.

Cut-off walls built using self-hardening slurries are an important tool for modern engineering pursuing Sustainable Development Goals. Much like cement concrete, this material is affected by the challenges posed by the increasing human pressure on the environment, although it is used significantly less widely than concrete; for this reason, relatively little comprehensive literature data is available describing the interaction of self-hardening slurries with the environment. This article provides a review that complements the current state of knowledge on self-hardening slurries in this area, with a particular focus on the durability of the material and its pollutant immobilization capabilities. To provide context, the material’s operating conditions, properties and components are briefly characterized. The resistance of self-hardening slurries to environmental aggression is described extensively, as it is a key factor in ensuring the durability of the material. A sample analysis of the material’s carbon footprint in several representative composition variants is presented. The subject of pollutant immobilization by self-hardening slurries is outlined. Lines of further research are proposed to fill gaps in the available knowledge.