Research Content Research Articles

Study on properties of alkali activated titanium gypsum artificial aggregate concrete

Abstract In order to solve the problem of raw material shortage and solid waste disposal in the construction industry, titanium gypsum was used as raw material to prepare titanium gypsum artificial aggregate by alkali-activated cold bonding. The physical properties and microstructure of aggregates were studied, they were used to replace natural aggregates in unfired bricks. The unburned aggregate of ternary cementitious material system (titanium gypsum, cement, silica fume) was designed, and the best artificial aggregate ratio was selected by physical performance analysis, XRD and SEM analysis. The unburned bricks were prepared by replacing natural gravel with different replacement rates. The physical properties and durability were analyzed by physical test, dry and wet cycle test, and the best utilization method was sought. Main research contents and conclusions: (1) When the ratio of titanium gypsum: cement: silica fume = 7: 2: 1, NaOH: CaO = 1: 1 as the activator, the comprehensive performance of artificial aggregate is the best. According to XRD and SEM analysis, the main products in the titanium gypsum artificial aggregate system are C-S-H and AFt. (2) The compressive strength of the unburned brick prepared by titanium gypsum artificial aggregate completely replacing natural gravel reached 31.40 MPa, and the water absorption rate was 10.18 %. The unburned brick specimens with different substitution rates showed good dry-wet cycle resistance after 15 dry-wet cycles.

Research on the Development of Creative Innovation Industry of Landmark Building and City Image

Landmark building is the external image and social card of a city, which reflects the traditional culture and spiritual connotation of a city and even a country. Landmark buildings not only refer to the large modern buildings in the city, but also include large sculptures, artworks, historical relics and so on. The innovative and creative industries of landmark buildings and urban images are often attached to the cultural tourism industry. At present, the development and research in this field are vague in definition, and the industrial development situation varies significantly in different cities and regions. Domestic first-tier cities such as Beijing, Shanghai and some tourist cities such as Hangzhou and Suzhou have advanced and comprehensive development in this field, and there are also unconscious spontaneous behaviors of the public to broaden the research content in this field. In contrast, some cities have not yet formed a good industry in this field. The development of innovative and creative industries for landmark buildings in foreign countries is earlier than that in China, and its forms are more abundant and avant-garde, which is worth learning and reference for researchers. The development of innovative and creative industries in landmark buildings will enhance the image and popularity of the city, thus boosting the development of the local tourism economy. At the same time, the industry shows the meaning and connotation of landmark buildings by means of artistic expression. In addition, innovative and creative products will also promote the popularization of arts education for all. Through a series of research and practice, the author also adds some specific cases and feasible research routes for the research and development of this field.

Systematic Review of Technology-Based STEM Education Research in the United States

This study reviewed technology-based STEM education research papers published during 2015–2022. Data collection and analysis were conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) checklist. Eighty-two papers were analyzed. The findings provide a summary of research trends over the past eight years. Technology education effects on STEM education participation are no longer emphasized when assessing knowledge and skills. Rich research contents, such as environment and experience-related research are emphasized. Furthermore, this study clarified the characteristics of technology education research distribution in various stages of general education and revealed some important research concerns.

Knowledge Graph of Low-Carbon Technologies in the Energy Sector and Cost Evolution Based on LDA2Vec: A Case Study in China

Climate change has attracted global attention, highlighting the critical role of low-carbon technologies in addressing environmental challenges. Due to the multidisciplinary nature, complexity, and diversity of research content on low-carbon technologies, a comprehensive overview is still limited. This paper uses bibliometrics analysis to discuss the research status and hotspots of low-carbon technology from a macro-perspective. The LDA2Vec topic recognition model is adopted to identify key technical terms, and CiteSpace software 6.3.1 Advanced Edition is used to conduct in-depth analysis of the development trajectory of low-carbon technology. After checking the frequency of the relevant keywords, four key techniques were identified. In order to further analyze the research results, the learning curve theory is used to predict the cost development trend of key low-carbon technologies. The results show that: (i) low-carbon technologies play a key role in the energy sector and have a potential impact on policy making, and the cost of related technologies will be significantly reduced in the next few years. (ii) Global low-carbon technologies have entered an important period of development, but remaining challenges need to be addressed by optimizing technological performance. (iii) It is very important to strengthen the research on hydrogen production technology and photovoltaic power generation technology; the cost reduction in hydrogen production technology is still significant and there is room for further optimization. (iv) To effectively address the high costs and technical barriers associated with emerging low-carbon technologies, increased funding for research and development is critical.

Kepemimpinan Transformasional Kepala Sekolah untuk Membangun Budaya Literasi Membaca di Lingkungan Sekolah Negeri

The principal is a leader figure in the school environment. The principal’s transformational leadership has an influence on the reading literacy culture in the school environment. Researchers in this study collected data from library data and from journals and books which are better known as library studies.researchers analyze research content related to the theme being researched to draw conclusions. The research result show that the principal’s transformational leadership builds a good and efficient literacy culture. The principal’s transformational leadership is able to change the school’s potential to have a high literacy culture. The ability possessed by the principal’s transformational leadership is in the form of innovation ability, innovation is useful for encouraging the emergence of new breakthroughs in education. The motivation, motivation is useful for encouraging student’s enthusiasm in the educational process and fostering the work ethic of their educators. And inspiration, inspiration is useful for fostering high passion for all school staff. The school principal’s transformational leadership abilities are able to have an effect on students and girls in the school to enjoy reading and in general can foster a culture of literacy for all members of the school.

Exploration of undergraduate nursing students' perspectives on conducting specialized nursing education during internship: A phenomenological research study

AimTo comprehend the perspectives of undergraduate nursing students on conducting specialized nursing education during the internship phase, providing a basis for colleges to formulate plans for specialized nursing education. BackgroundNursing specialty in China was included in the national controlled specialty in 2024, which means signifying an effort to decrease the enrollment of junior college degree nurses, thereby increasing the number of high-quality undergraduate nurses. While the higher the education level of nursing students, the higher their expectations for themselves. However, after entering clinical practice, their social status and job nature are significantly different from those of doctors, which creates a psychological imbalance. In addition, employers lack a reasonable employment mechanism and undergraduate nursing students are used equally with vocational and technical nursing students, making them feel that their self-worth is difficult to realize. Therefore, their professional attitude becomes more negative (Meng Wei, 2018). In the process of forming professional identity among undergraduate nursing students, the professional role models and clinical experience of specialized nurses can serve as important promoting factors. By increasing interaction with specialized nurses and learning specialized nursing, undergraduate nursing students can better understand the professional role and values of nurses and form positive professional ethics and attitudes (Huang et al., 2023). To better adapt to the national health needs and assist undergraduates in transitioning to clinical practice, deepening the understanding of the profession and career, the integration of professional education during the internship phase can enable students to recognize their strengths, cultivate an awareness of suitable professions and facilitate a targeted adaptation from academic studies to clinical practice. DesignThe researcher initially drafted the interview outline through a literature review and intra-group discussions. To ensure the research content's richness, a semi-structured interview method was adopted. The Colaizzi seven-step analysis method was applied in the analysis. MethodsEmploying phenomenological study and purposive sampling, with data saturation as the guiding principle, 24 undergraduate nursing students undergoing internship at a tertiary hospital in China were selected for focus group interviews. ResultsFour main themes were extracted from the perspectives of undergraduate nursing students. These themes encompass awareness of specialized nursing and specialized nurses, recognition of specialized nursing education during the internship phase, demands for specialized nursing education during the internship phase and career expectations. ConclusionNursing administrators in hospitals and educational managers in colleges should prioritize align education with clinical needs, address the requirements of nursing students, strengthen collaboration between institutions，and advance the further development of specialized nursing.

Utilization of the Transparent Peer Review Policy to Train Graduate Pharmacy Students on Scientific Critique

ObjectiveRecognizing the importance of training graduate students in scientific critique and peer review, we introduced an innovative instructional strategy using the transparent peer review policy (TPRP). This study aimed to explore students’ feedback and reflection on how published peer review reports influenced their scientific critique skills and thought process. MethodsWe used TPRP-adopting journals’ publicly available peer review reports for Master of Science in Pharmacy students, who analyzed real cases, including author submissions, reviewer comments, author rebuttals, editorial decisions, and final publications. A reflection assignment required students to share their insights on the TPRP-adopting journals’ review processes and how these influenced their scientific reviewing skills. Qualitative content analysis of the submitted reflections was conducted by two instructors not involved in developing or delivering this aspect of the course. ResultsEleven students submitted reflections on their learning experiences through this public-facing peer review process. The analysis revealed that TPRP increased the students’ awareness of the peer review process and fundamental principles of scientific critique. Five key themes emerged: understanding research content, inspiring ideas, fostering objectivity, enriching peer review comprehension, and evaluating transparent peer review pros and cons. Students showed a positive attitude toward this pedagogical approach for acquiring the targeted skills. ConclusionWe utilized peer review reports from TPRP-supporting journals as an educational tool, providing training on the fundamentals of peer review and scientific critique. This study suggests recommending TPRP-supported journal reports as a valuable educational tool for teaching scientific critique and peer review skills among graduate students.

Mechanism of pre-tension on the impact response of plain weave fabric: Experimental and numerical investigation

The fabrics made of high strength and toughness fibers are increasingly used in the structural and individual protection. The research on energy dissipation mechanism and the improvement methods for improving energy dissipation of the fabric under impact, as well as the change of ballistic limit velocity under pre-stress, is relatively mature. However, the transmission mode and velocity of transverse wave in the fabric, as well as the method of accurate finite element simulation is still lacking. In this paper, the transverse impact response of ultra high molecular weight polyethylene (UHMWPE) fabric subjected to fragment impact is studied experimentally and numerically. A novel biaxial pre-tension fixture was developed, and fragment impact test of the fabric in pre-tension state was realized using a gas gun. The displacement-time history of each point on the fabric in three-dimensional space was characterized through 3-D DIC technology, and the process of transverse wave transmission on the fabric after fragment impact was obtained. The calculated results of the finite element model established by truss element agrees reasonably well with the experimental results. The experimental and numerical results indicate that the impact velocity of fragment affects the velocity of transverse wave in the fabric, but does not change its transmission mode. With the increase of pre-tension amount, the propagation mode changes from a cross shape to a rhombic shape and finally to a circular shape, and the wave velocity increases greatly. The wave transmission process in yarns at a mesoscopic level was analyzed through finite element simulation, and the transmission path was determined. It was found that pre-tension accelerated the wave velocity on the stepwise path, causing the transverse wave to reach a farther position in the diagonal direction of the fabric, resulting in different modes of wave transmission. The research content may provide more ways for the application of fabrics in protection.

A multiscale dilated attention network for hyperspectral image classification

Hyperspectral imaging is an image obtained by combining spectral detection technology and imaging technology, which can collect electromagnetic spectra in the wavelength range of visible light to near-infrared. It is an important research content in the field of ground observation in hyperspectral remote sensing. However, hyperspectral image face significant challenges in classification task due to their high spectral dimensions, lack of labeled samples, and strong correlation between bands. In order to fully extract features from both spectral and spatial dimensions and improve classification accuracy in the case of limited training samples, a multiscale dilated attention network is proposed for hyperspectral image classification. First, a three-dimensional convolutional layer is used to extract the shallow features of the image. Then, a multiscale dilated attention module is proposed by combining dilated convolution and channel attention. Using ordinary convolution and dilated convolution to form different receptive fields. Channel attention is used to remodel the obtained multiscale features, enhancing the inter-channel correlation. After that, a multiscale spatial-spectral attention module is constructed using multiple asymmetric convolutions to obtain spatial and spectral attention features at different positions, further enhancing important feature suppression over non-important features. Finally, using softmax to classify the obtained features. Using Indian Pines, Pavia University, KSC and University of Houston as experimental datasets, the overall classification accuracy of this paper’s method achieved 98.97%, 99.14%, 99.45%, and 98.56% respectively, using only 5%, 1%, 10%, and 10% of training samples per class. Compared with seven advanced classification methods, the experimental results show that the proposed method can achieve the highest classification accuracy with limited training samples.

Green Marketing Research Trends: Theory and Practical Application

Green marketing has emerged as a major global problem over the last two decades. However, marketing activity in Vietnam remains mostly missing in both academic and practical application areas. The above phenomena are due to a lack of theoretical grounding. Using the strengths of the content analysis method in extensive research, the authors examined 109 scientific papers in English from international journals in the Science Citation Index database. The research findings give insight on changes in green marketing in a variety of areas, including theoretical value, strategy, and expanded research content from 1998 to 2018. The paper also suggests a number of study directions appropriate to the current Vietnamese context for expanding domestic green marketing research and catching up with worldwide research trends.

Reinvestigating Thomas Hardy’s Motives in The Characterisation of Alec D’urbervilles and Angel Clare in Tess of the D’urbervilles

One stable error of judgement by critics of Thomas Hardy’s Tess of the d’Urbervilles is regarding Alec D’Urbervilles as a villainous tool of fate instrumental to Tess Durbeyfield’s tragedy. This idea goes with the associated assumption that Tess has all the moral and ethical reasons to reject him and embrace Angel. This paper seeks to redeem the name of Alec in Thomas Hardy’s Tess of the d’Urbervilles by positing that all the odium placed on him result from gross misrepresentation and that he is a hero of love, whose tragedy results from bestowing his love on Tess unrequitedly. It will be proven by comparison that Angel Clare is ironically the evil in the set-up, and the embodiment of all the tragic contents of Victorian moral laws and patriarchal customs. This study is a product of a qualitative research approach, involving interpretive and content analysis aimed at deepening the argument that while Alec’s conduct is almost completely unimpeachable, Angel is the agent of distraction and destruction that single-handedly brings about the tragedy of both Tess and Alec. The key finding is that Tess’s tragedy happens as a result of her rejecting Alec’s love and bestowing her love on the wrong person.

A novel fault detection and identification method for complex chemical processes based on OSCAE and CNN

The safety and reliability of chemical processes are of paramount importance. However, due to the complicated heat, mass, and momentum transfer processes coupled with chemical reactions, and the interrelated effects among various equipment units, it is difficult to accurately detect and identify faults occurring in the chemical system. This study proposes an innovative fault diagnosis framework specifically designed for chemical systems. A method based on orthogonal self-attention convolutional autoencoder (OSCAE) is constructed for fault detection. The convolutional autoencoder is combined with an orthogonal attention mechanism to extract time-series characteristic information of the operational state, thereby achieving precise detection of fault conditions. Additionally, a convolutional neural network (CNN) model uses both raw signals and data reconstructed by OSCAE to identify different faults, which enhances the features of the input and enables highly accurate fault identification. The effectiveness and robustness of the propose method is validated with simulation data of our self-established chemical distillation system and the publicly available Tennessee Eastman process system. The diagnosis efficacy in fault detection and identification is validated by applying fault detection metrics, high-dimensional feature visualizations, and confusion matrix analyses across two case studies. This paper not only provides an effective diagnostic framework for chemical systems but also offers a usable benchmark dataset for chemical distillation systems to the academic community, with the hope that the research content can enhance the stability and reliability of chemical processes.

Understanding Mental Health and Mental Illness: Social Anxiety Disorder (SAD)

This article aims to present researchers’ understanding of social anxiety disorder by reviewing the existing academic literature and conducting a multi-faceted review of the research literature on social anxiety disorder in the past century and modern times. The content first includes how researchers define social anxiety disorder and the importance of understanding social anxiety disorder research. Secondly, this article explores how modern literature identifies the characteristics, descriptions, and symptoms of social anxiety disorder. Finally, the author will also explain the current impact of social anxiety disorder on individuals and society, as well as the various current medical treatment options. The focus of this article will be primarily on understanding social anxiety disorder, a mental health disorder that is of great relevance to modern people and providing an overview of the various aspects of this mental illness. The research can have a positive influence on the practice and research of social anxiety disorder in many aspects. For example, this article can guide clinical practice and provide more effective treatment methods for patients with social anxiety disorder. Secondly, this article comprehensively reviews the existing literature. The review helps researchers understand the shortcomings of current research and inspires future research. Finally, the research content also uplifts public awareness of mental illnesses such as social anxiety disorder, making people pay more attention to mental health issues.

Theoretical modeling of process heat transfer mechanism in U-shaped molten salt heat exchanger

U-shaped tube molten salt heat exchanger (MSHE) plays an important role for further improving peak shaving capacity of coal-fired unit (CFU) coupled extraction thermal storage system (ETSS). Nevertheless, existing experimental approach cannot reveal process heat transfer characteristics (HTCs) of MSHE. Meanwhile, investigation exploring factors restricting heat transfer enhancement for MSHE in theory is still vacant. In this paper, a theoretical method for MSHE was developed to determine process mechanism of heat transfer to capture perspective of enhanced heat transfer. Heat transfer performance of U-tube MSHE was theoretically unpacked. Deliberating work was executed with inlet water flow rate of 69–139 kg/s, water temperature of 120–170 °C, salt flow rate of 28–58 kg/s and salt temperature of 350–400 °C. Whereupon, the process mechanism of heat transfer inside MSHE was obtained with redeeming lack of theoretical exploration.Research shows, total HTC respectively increases by 2.57 and 1.88 W/(m2·°C) with 10 °C increasing of molten salt inlet temperature (MSIT) and 14 kg/s ascension in condensate flow rate (CFR). It is signified thermal resistance of countercurrent section of MSHE mainly involving HTCs of MSHE with increment of MSIT and CFR. Such privileged sites are main factor restricting heat transfer enhancement. Moreover, total HTC respectively increases by 2.1 and 21.84 W/(m2·°C) with 10 °C upgrading in condensate inlet temperature (CIT) and 6 kg/s increment in molten salt flow rate (MSFR). Contrary to augmenting MSIT and CFR, HTCs changing of MSHE with CIT alteration and MSFR preferment mainly attributed to downstream section and inlet position of MSHE. Meanwhile, it is discovered significant impact is generated for HTCs of MSHE with specific heat changing in molten salt. Furthermore, it was proven that Bell method is suitable for calculating HTC of molten salt on shell side in U-shaped tube MSHE. The research contents in present work can provide reliable basis for optimal design and application of U-tube MSHE in CFU.

Application and Impact Assessment of Renewable Energy in Construction Projects

As a new type of environmentally friendly energy, renewable energy is widely used in various fields of society, and its purpose is to reduce the pollution of social production to the environment. For the research on the application effect of renewable energy, there are few cases and insufficient research depth. In order to solve the above problems, this paper proposes an improved regression analysis method, which refers to the construction engineering yearbook of 2020~2022 and the actual construction project as a case for analysis, and compares with SPSS, Mintab and other software to verify the effect of renewable energy application before and after. Among them, the complex data in renewable energy and construction projects are processed by binary classification, and the data with large field spans and low similarity are scaled to improve the unity of research content. The results of the study are realistic: renewable energy has an impact on energy consumption, cost and CO2 emissions in construction projects, and the reduction range is between 10~20%, and there is a positive proportional relationship. At the same time, the application of renewable energy is directly affected by energy policy and environmental policy, and the impact coefficient is between 0.3~0.5. This shows that the application potential of renewable energy in construction projects is huge, and the development sustainability of construction projects is improved.

Thermal Safety Study of Emulsion Explosive Matrix under the Coupled Effects of Environmental Pressure and Bubble Content with Internal Heat Source

Emulsion explosives have become a hot topic in various studies due to their explosive combustion characteristics and detonation performance under different environmental pressures. The thermal safety of an emulsified matrix was studied with ignition energy as the characterization. A minimum ignition energy test experimental system for emulsion matrices was established in this research. The system simulated the occurrence of hot spots inside emulsion matrices using an electric heating wire. The effect of bubbles on the thermal safety of the emulsified matrix was studied by adding expanded perlite additive to the emulsified matrix. This study investigated the variation trend in the minimum ignition energy of the emulsion matrix under the coupled effect of bubbles and ambient pressure using the orthogonal experimental method. The impacts of two factors on the thermal safety of the emulsion matrix were studied at different hot-spot temperatures. Coupled analysis experiments were conducted on emulsion matrices containing 0%, 1.5%, and 3% expanded perlite under pressure environments of 1 atm, 2 atm, and 3 atm. The critical hot-spot temperature of the emulsion matrix significantly decreases with increasing bubble content at 1 atm and 2 atm pressures, as revealed by intuitive analysis and analysis of variance. However, at 3 atm of pressure, the bubble content in the emulsion matrix has no significant effect on its critical hot-spot temperature. The results show that the thermal safety of the emulsified matrix decreases with the increase in the content of expanded perlite and environmental pressure, and the influence of environmental pressure is more significant than that of the bubble content. This paper’s research content serves as a reference for a safe emulsified matrix and as an experimental basis for establishing a production line for developing new equipment.

Experiences of Parents of Children with Cancer in the Diagnosis Process: A Qualitative Study.

This study aimed to describe the experiences of parents of children with cancer in the diagnosis process. A descriptive qualitative research design and content analysis method were used. Eleven parents participated in the study. Three main themes emerged, each with related sub-themes: encountering a cancer diagnosis, changes in the lives of those affected by the diagnosis, and coping strategies. Upon their children's diagnosis, parents reported feelings of guilt, regret, helplessness, devastation, constant thoughts of death, and changes in their lives, with some siblings displaying negative reactions. Some children felt their freedom was restricted, and some refused treatment. Parents coped by distracting their attention, praying, receiving support from their family, relatives or health professionals, and maintaining hope for their children's recovery. The study concludes that parents of children diagnosed with cancer require support to manage and adapt to the diagnosis process and meet their needs effectively throughout this difficult journey.

On the Acquisition of Chinese Written Sentence Patterns by Hearing-Impaired Students Based on Corpus

This paper presents a review of existing research on the Chinese written language corpora for hearing-impaired students and their acquisition of sentence patterns. It discusses the construction of a Chinese written sentence pattern corpus for hearing-impaired students and the procedures and content of research on their acquisition of written sentence patterns. Finally, the significance and value of this study are highlighted.

Mapping the Landscape of Carbon-Neutral City Research: Dynamic Evolution and Emerging Frontiers

Carbon-neutral city research has attracted widespread attention. However, a comprehensive review of this research has not been conducted, and it is unclear how the various perspectives have evolved. In this study, CNKI and Web of Science were used as data sources. By summarizing the research results of carbon-neutral cities in recent years, the dynamics evolution trend is revealed, and the frontiers are explored. We found that: (1) the themes and contents of carbon-neutral city research were diverse and intersecting and mainly focused on energy, industrial structure, transportation, and building. (2) The knowledge map of author cooperation did not show many aggregates, which indicated that the cooperation and exchanges between relevant researchers are insufficient. (3) Chinese research on carbon-neutral cities was extensive and fruitful, taking the lead in the research in this field. Based on the current situation and trends, we provided a scientific reference for the development of carbon-neutral cities. Current research foci and cutting-edge findings will help to make cities more climate resilient, sustainable and livable. Understanding and magnifying these foci is what will help countries achieve their climate mitigation and carbon neutrality goals sooner rather than later.

The spectral inversion model for electrical conductivity in mural plaster following phosphate erosion based on fractional order differentiation and novel spectral indices

The Dunhuang murals are a precious treasure of China’s cultural heritage, yet they have long been affected by salt damage. Traditional methods for detecting salt content are costly, inefficient, and may cause physical harm to the murals. Among current techniques for measuring salt content in murals, hyperspectral remote sensing technology offers a non-invasive, circumventing issues of high costs, low efficiency. Building on this, the study constructs an inversion model for the Electrical Conductivity (EC) values of mural plaster subjected to phosphate erosion, through the integration of Fractional Order Differentiation (FOD), a novel three-band spectral index, and the Partial Least Squares Regression algorithm. The specific research contents include: (1) Initially, in preparation for the experiments, the materials used to create the samples underwent a rigorous desalting process, and phosphate solutions were prepared using deionized water to ensure uniform experimental conditions and the accuracy of the results. These meticulous preprocessing steps guaranteed that the measured EC values exhibited a clear correlation with the phosphate content. Subsequently, by employing qualitative experimental analysis techniques, this study was able to more accurately simulate the real-world scenarios of mural plaster affected by salt damage, enabling a deeper investigation into the mechanisms by which salts inflict microscopic damage to murals. (2) Explores the absorption mechanisms and characteristic spectral bands of the Electrical Conductivity (EC) values measured after the phosphate erosion of mural plaster. By integrating the optimal spectral indices, a univariate linear regression model is constructed, providing a basis for the rapid quantitative measurement of electrical conductivity in murals. (3) By comparing the accuracy of the Phosphate Simple Ratio (PSR) and Phosphate Normalized Difference Index (PNDI) spectral indices based on the linear regression model, the first six orders of the highest accuracy spectral index were selected as the optimal three-band spectral index combination, used as explanatory variables, with mural plaster electrical conductivity as the response variable, employing the PLSR method to construct the mural phosphate content high-spectral feature inversion model. The study’s findings include: (1) Surfaces of samples deteriorated by phosphate erosion formed numerous irregularly shaped crystal clusters, exhibiting uneven characteristics. (2) By comparing the outcomes of different orders of fractional differentiation, it was found that the model performance reached its optimum at a 0.3 order of differentiation for both PSR and PNDI data, with a determination coefficient (Q2) of 0.728. (3) Utilizing PLSR, this study employed the previously determined optimal six-order three-band spectral index combination as explanatory variables, with salt content as the response variable, successfully constructing the high-spectral feature inversion model for mural electrical conductivity with a determination coefficient (Q2) of 0.815. This provides an effective technical means for monitoring the salt damage conditions of precious cultural heritage such as murals.