Xiaofei Ma
Biographic Data
| ID | 3892528 |
|---|---|
| NAME | Xiaofei Ma |
| GIVEN NAMES | Xiaofei |
| FAMILY NAME | Ma |
| SIGNATURE | MA X |
| AFFILIATIONS | State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography Chinese Academy of Sciences Urumqi China |
| ORCID | 0000-0001-9456-0065 |
| VERIFIED | Yes |
| TOTAL WORKS | 25 |
| TOTAL CITATIONS | 1 |
| AUTHOR COUNT | 25 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2019 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
Synergizing Multiscale Wavelet Decomposition and Machine Learning Approach for Improved Accuracy of Soil Organic Carbon Content Estimation in the Arid Lakeside Oases
Soil organic carbon (SOC) content played a vital role in stabilizing oasis ecosystems and regulating carbon sequestration in arid lakeside regions. However, accurate estimation of SOC content using visible‐near‐infrared (Vis–NIR) spectroscopy was often hindered by spectral redundancy and high dimensionality. This study introduced a novel approach by integrating wavelet analysis with machine learning to improve SOC content estimation accuracy in t…
Relationship between mindfulness perception and academic anxiety
The Impact of GenAI on Epistemic Construction, Friction and Regulation
This study focuses on the process by which doctoral researchers construct epistemic sovereignty and control in AI‐assisted writing. This study employs a duoethnographic approach to analyse the reflective dialogues of two multidisciplinary doctoral researchers. It examines their use of ChatGPT and DeepSeek for academic writing through a theoretical framework of self‐training, epistemic construction, and epistemic friction. The main findings are as…
Whole mitochondrial genome reveals the maternal genetic structure of the ancient population from the Taizicheng archaeological site
Assessing Vegetation Recovery and Carbon Dynamics in Eucalyptus regnans Forests Following the 2009 Black Saturday Wildfire
The escalating frequency and intensity of wildfires globally necessitate a deeper understanding of ecosystem carbon dynamics post‐disturbance. This study utilizes a valuable pre‐ and postfire eddy‐covariance dataset from the AU‐Wac site to quantify the recovery of net ecosystem CO 2 exchange (NEE) in a carbon‐dense Eucalyptus regnans forest following the catastrophic 2009 Black Saturday wildfire. Our findings, derived from Bayesian additive regre…
Dynamic Changes and Driving Factors of Ecosystem Carbon Storage in Inland River Basins Under Land Use Change
Under the “carbon peaking and carbon neutrality” goals, the extent to which land use restructuring shapes regional carbon storage (CS) in inland river basins remains insufficiently quantified. Using the Tarim River Basin as a case study, we integrated multiple datasets at 1 km resolution for five time points from 2000 to 2023, and coupled the InVEST carbon model, PLUS scenario simulations, and GeoDetector analysis within a “pattern‐process‐projec…
Exploring the sleep quality-creativity relationship
Previous research on the relationship between sleep and creativity has focused primarily on biological and cognitive mechanisms, with relatively insufficient attention given to positive psychology perspectives. A cross-sectional study was conducted with 926 Chinese college students (425 males and 501 females) to assess their sleep quality, positive emotions, psychological capital, and creativity. Sleep quality was measured using the Pittsburgh Sl…
Beyond Morality and Technology
Wang Chong established the most extensive and complex theoretical system of fate in the pre-Qin and Han dynasties, drawing upon Confucian and popular theories. The cores of Confucian and popular theories of fate lay respectively in moral cultivation and technical approaches, leaving room for human autonomy in determining fate. However, based on his own experience of unfulfilled potential and his admiration for the Daoist concept of “nature”, Wang…
Subsistence strategies in the eastern Taihang foothills
Zooarchaeological and isotopic data were integrated at Wangjiagang (770–221 BCE). • Domestic pig dominance was identified using mortality and skeletal indicators. • Two pig δ 13 C clusters indicate high-input C4 and low-input C3 feeding pathways. • Comparative data reveal regional variability in Zhou-period pig management. • Pigs supplied most biomass, with cervid hunting remaining supplementary. This study integrates zooarchaeological analysis, …
Understanding older adults’ adoption of smart product-service systems for medication management in China
The rapid aging of China’s population is intensifying the burden of chronic disease management and driving a shift toward home-based care supported by Smart Product-Service Systems (SPSS), such as smart pillboxes and medication management applications. However, the success of these technologies largely depends on their acceptance and use by older adults. This study aims to explore the behavioral factors influencing the adoption of SPSS for medica…
The association between family health and frailty in preoperative patients with gastric cancers
Introduction Frailty is prevalent among preoperative gastric cancer (GC) patients and significantly affects surgical risk and long-term recovery. Family health may hold substantial potential for mitigating frailty, although the mechanisms underlying this effect remain unclear. This study aims to investigate the impact of family health on frailty in preoperative GC patients, and the mediating effects of health literacy and physical activity. Metho…
Application of a Hybrid CNN-LSTM Model for Groundwater Level Forecasting in Arid Regions
Accurate forecasting of groundwater level dynamics poses a critical challenge for sustainable water management in arid regions. However, the strong spatiotemporal heterogeneity inherent in groundwater systems and their complex interactions between natural processes and human activities often limit the effectiveness of conventional prediction methods. To address this, a hybrid CNN-LSTM deep learning model is constructed. This model is designed to …
Ground subsidence and disaster risk induced by groundwater overexploitation
Impact of Oasis Expansion on Water Yield Services in Arid Inland River Basins
Oasis expansion—driven by both climate change and human activities—profoundly impacts ecosystem services in arid inland river basins. However, previous studies have predominantly focused on broad‐scale climatic or land use changes, lacking a fine‐scale spatiotemporal analysis of how oasis expansion specifically drives water‐yield dynamics in such basins. To fill this critical gap, this study uses the Ebinur Lake Basin as a representative case, em…
Reassessing Soil Wind Erosion in Arid Regions of Central Asia
Wind erosion refers to wind transport of fine particulate matter and nutrient‐rich materials. This form of erosion can have a considerable impact on the ecological environment and human health. Regional wind protection and sand fixation are considered to be major ecosystem services in arid zones. Previous applications of wind erosion assessment models in arid zones applied green vegetation as the main model parameter. However, there has been litt…
Luteolin modulates macrophage phenotypic switching via the AMPK-PPARγ pathway to alleviate ulcerative colitis in mice
Potential of Hyperspectral Data Combined With Optimal Band Combination Algorithm for Estimating Soil Organic Carbon Content in Lakeside Oasis
Accurate estimation of soil organic carbon (SOC) content is essential for promoting regional sustainable agriculture and improving land quality. Visible and near‐infrared (Vis‐NIR) near‐Earth remote sensing spectroscopy has become an effective alternative to the traditional time‐consuming and costly methods due to its high‐resolution and nondestructive application, but it is vulnerable to the redundancy of spectral information and the overlap bet…
Trade‐offs and synergistic relationships on soil‐related ecosystem services in Central Asia under land use and land cover change
Due to climate change and human activities, land desertification, a major environmental issue in arid regions, has exerted an impact on ecosystem services (ES). However, previous ES assessments in arid regions lacked the integrated assessment and trade‐off analysis of soil‐related ecosystem services (S‐ES). To address this, we developed a S‐ES‐Bayesian network (S‐ES‐BN) model to analyze the trade‐offs and synergies between the complex relationshi…
Trade‐Offs and Optimization of Ecosystem Services in the Plain Terminal Lake Basin
Influenced by climate change and human activities, plain terminal lake basins (PTLB) in arid regions experience significant shrinkage, resulting in a decline in ecosystem services (ESs) such as windbreak and sand fixation (SF) and habitat quality (HQ). However, systematic assessments of these services in such basins are limited. A key research challenge is to define and enhance the contribution of plain terminal lakes within the ESs framework of …
Exploring the Rational and Supernatural
This paper examines the critical perspectives of scholars during the Han Dynasty on customs and beliefs related to ghosts and deities. Focusing on Wang Chong as an example, it explores the naturalistic explanations of life and death, the concept of ghosts and deities, and the associated customs of funerals, sacrifices, and taboos. Wang Chong's criticisms focused on the core ideologies that underpinned funeral practices, sacrifices, and taboos and…
Framework of ecological infrastructure construction based on landsenses ecology
Ecological infrastructure (EI) is an essential urban infrastructure that is not only related to ecological resilience but the human needed ecosystem services. However, most studies overlook EI’s multi-functional benefits, especially the importance of residents’ satisfaction. As a typical nature-based solutions (NbS) through ecological engineering, EI construction should abide by the laws of nature and consider the requirements of human well-being…
Valuation of Ecosystem Services for the Sustainable Development of Hani Terraces
As a complementary and symbiotic agro-ecological cycle system, a nature-based integrated rice-fish-duck farming ecosystem was developed in the Honghe Hani Rice Terraces. The main research objective was to evaluate the ecosystem services based on case studies of the Hani integrated rice-fish-duck terraced farming system and determine its potential and its importance as an ecological asset. We developed a valuation model to assess the value of the …
Heavy Metal Pollution and Risk Assessment of Surface Dust in the Arid NW China
High concentrations of heavy metals (HMs) in urban surface dust (USD) can be extremely hazardous to urban ecology and human health. Oasis cities are located at the edge of deserts and are more exposed to salt/sandstorms, and they face a significantly higher accumulation of USD than wet or semi-humid areas. However, systematic studies on the pollution and risk assessment of HMs in USD in oasis cities have rarely been conducted. This study systemat…
Evaluating Targeted Intervention on Coal Miners’ Unsafe Behavior
Miners' unsafe behavior is the main cause of roof accidents in coal mines, and behavior intervention plays a significant role in reducing the occurrence of miners' unsafe behavior. However, traditional behavior intervention methods lack pertinence. In order to improve the intervention effect and reduce the occurrence of coal mine roof accidents more effectively, this study proposed a targeted intervention method for unsafe behavior. The process o…
Risk Assessment of Miners’ Unsafe Behaviors
China's coal mine production situation is grim and various types of accidents occur frequently, and gas explosion accidents are the highest incidence of coal mine accidents. The authors selected 200 gas explosion accidents of coal mine enterprises in recent years, and extracted a large number of workers' unsafe behaviors. Meanwhile, four working types related to gas explosion accidents were obtained, namely ventilation, gas prevention and fire ex…
Exploring the Rational and Supernatural
This paper examines the critical perspectives of scholars during the Han Dynasty on customs and beliefs related to ghosts and deities. Focusing on Wang Chong as an example, it explores the naturalistic explanations of life and death, the concept of ghosts and deities, and the associated customs of funerals, sacrifices, and taboos. Wang Chong's criticisms focused on the core ideologies that underpinned funeral practices, sacrifices, and taboos and…
Evaluating Targeted Intervention on Coal Miners’ Unsafe Behavior
Miners' unsafe behavior is the main cause of roof accidents in coal mines, and behavior intervention plays a significant role in reducing the occurrence of miners' unsafe behavior. However, traditional behavior intervention methods lack pertinence. In order to improve the intervention effect and reduce the occurrence of coal mine roof accidents more effectively, this study proposed a targeted intervention method for unsafe behavior. The process o…
Risk Assessment of Miners’ Unsafe Behaviors
China's coal mine production situation is grim and various types of accidents occur frequently, and gas explosion accidents are the highest incidence of coal mine accidents. The authors selected 200 gas explosion accidents of coal mine enterprises in recent years, and extracted a large number of workers' unsafe behaviors. Meanwhile, four working types related to gas explosion accidents were obtained, namely ventilation, gas prevention and fire ex…
Valuation of Ecosystem Services for the Sustainable Development of Hani Terraces
As a complementary and symbiotic agro-ecological cycle system, a nature-based integrated rice-fish-duck farming ecosystem was developed in the Honghe Hani Rice Terraces. The main research objective was to evaluate the ecosystem services based on case studies of the Hani integrated rice-fish-duck terraced farming system and determine its potential and its importance as an ecological asset. We developed a valuation model to assess the value of the …
Heavy Metal Pollution and Risk Assessment of Surface Dust in the Arid NW China
High concentrations of heavy metals (HMs) in urban surface dust (USD) can be extremely hazardous to urban ecology and human health. Oasis cities are located at the edge of deserts and are more exposed to salt/sandstorms, and they face a significantly higher accumulation of USD than wet or semi-humid areas. However, systematic studies on the pollution and risk assessment of HMs in USD in oasis cities have rarely been conducted. This study systemat…
Framework of ecological infrastructure construction based on landsenses ecology
Ecological infrastructure (EI) is an essential urban infrastructure that is not only related to ecological resilience but the human needed ecosystem services. However, most studies overlook EI’s multi-functional benefits, especially the importance of residents’ satisfaction. As a typical nature-based solutions (NbS) through ecological engineering, EI construction should abide by the laws of nature and consider the requirements of human well-being…
Potential of Hyperspectral Data Combined With Optimal Band Combination Algorithm for Estimating Soil Organic Carbon Content in Lakeside Oasis
Accurate estimation of soil organic carbon (SOC) content is essential for promoting regional sustainable agriculture and improving land quality. Visible and near‐infrared (Vis‐NIR) near‐Earth remote sensing spectroscopy has become an effective alternative to the traditional time‐consuming and costly methods due to its high‐resolution and nondestructive application, but it is vulnerable to the redundancy of spectral information and the overlap bet…
Trade‐offs and synergistic relationships on soil‐related ecosystem services in Central Asia under land use and land cover change
Due to climate change and human activities, land desertification, a major environmental issue in arid regions, has exerted an impact on ecosystem services (ES). However, previous ES assessments in arid regions lacked the integrated assessment and trade‐off analysis of soil‐related ecosystem services (S‐ES). To address this, we developed a S‐ES‐Bayesian network (S‐ES‐BN) model to analyze the trade‐offs and synergies between the complex relationshi…
Trade‐Offs and Optimization of Ecosystem Services in the Plain Terminal Lake Basin
Influenced by climate change and human activities, plain terminal lake basins (PTLB) in arid regions experience significant shrinkage, resulting in a decline in ecosystem services (ESs) such as windbreak and sand fixation (SF) and habitat quality (HQ). However, systematic assessments of these services in such basins are limited. A key research challenge is to define and enhance the contribution of plain terminal lakes within the ESs framework of …
Exploring the Rational and Supernatural
This paper examines the critical perspectives of scholars during the Han Dynasty on customs and beliefs related to ghosts and deities. Focusing on Wang Chong as an example, it explores the naturalistic explanations of life and death, the concept of ghosts and deities, and the associated customs of funerals, sacrifices, and taboos. Wang Chong's criticisms focused on the core ideologies that underpinned funeral practices, sacrifices, and taboos and…
Understanding older adults’ adoption of smart product-service systems for medication management in China
The rapid aging of China’s population is intensifying the burden of chronic disease management and driving a shift toward home-based care supported by Smart Product-Service Systems (SPSS), such as smart pillboxes and medication management applications. However, the success of these technologies largely depends on their acceptance and use by older adults. This study aims to explore the behavioral factors influencing the adoption of SPSS for medica…
The association between family health and frailty in preoperative patients with gastric cancers
Introduction Frailty is prevalent among preoperative gastric cancer (GC) patients and significantly affects surgical risk and long-term recovery. Family health may hold substantial potential for mitigating frailty, although the mechanisms underlying this effect remain unclear. This study aims to investigate the impact of family health on frailty in preoperative GC patients, and the mediating effects of health literacy and physical activity. Metho…
Application of a Hybrid CNN-LSTM Model for Groundwater Level Forecasting in Arid Regions
Accurate forecasting of groundwater level dynamics poses a critical challenge for sustainable water management in arid regions. However, the strong spatiotemporal heterogeneity inherent in groundwater systems and their complex interactions between natural processes and human activities often limit the effectiveness of conventional prediction methods. To address this, a hybrid CNN-LSTM deep learning model is constructed. This model is designed to …
Ground subsidence and disaster risk induced by groundwater overexploitation
Impact of Oasis Expansion on Water Yield Services in Arid Inland River Basins
Oasis expansion—driven by both climate change and human activities—profoundly impacts ecosystem services in arid inland river basins. However, previous studies have predominantly focused on broad‐scale climatic or land use changes, lacking a fine‐scale spatiotemporal analysis of how oasis expansion specifically drives water‐yield dynamics in such basins. To fill this critical gap, this study uses the Ebinur Lake Basin as a representative case, em…
Reassessing Soil Wind Erosion in Arid Regions of Central Asia
Wind erosion refers to wind transport of fine particulate matter and nutrient‐rich materials. This form of erosion can have a considerable impact on the ecological environment and human health. Regional wind protection and sand fixation are considered to be major ecosystem services in arid zones. Previous applications of wind erosion assessment models in arid zones applied green vegetation as the main model parameter. However, there has been litt…
Luteolin modulates macrophage phenotypic switching via the AMPK-PPARγ pathway to alleviate ulcerative colitis in mice
Synergizing Multiscale Wavelet Decomposition and Machine Learning Approach for Improved Accuracy of Soil Organic Carbon Content Estimation in the Arid Lakeside Oases
Soil organic carbon (SOC) content played a vital role in stabilizing oasis ecosystems and regulating carbon sequestration in arid lakeside regions. However, accurate estimation of SOC content using visible‐near‐infrared (Vis–NIR) spectroscopy was often hindered by spectral redundancy and high dimensionality. This study introduced a novel approach by integrating wavelet analysis with machine learning to improve SOC content estimation accuracy in t…
Relationship between mindfulness perception and academic anxiety
The Impact of GenAI on Epistemic Construction, Friction and Regulation
This study focuses on the process by which doctoral researchers construct epistemic sovereignty and control in AI‐assisted writing. This study employs a duoethnographic approach to analyse the reflective dialogues of two multidisciplinary doctoral researchers. It examines their use of ChatGPT and DeepSeek for academic writing through a theoretical framework of self‐training, epistemic construction, and epistemic friction. The main findings are as…
Whole mitochondrial genome reveals the maternal genetic structure of the ancient population from the Taizicheng archaeological site
Assessing Vegetation Recovery and Carbon Dynamics in Eucalyptus regnans Forests Following the 2009 Black Saturday Wildfire
The escalating frequency and intensity of wildfires globally necessitate a deeper understanding of ecosystem carbon dynamics post‐disturbance. This study utilizes a valuable pre‐ and postfire eddy‐covariance dataset from the AU‐Wac site to quantify the recovery of net ecosystem CO 2 exchange (NEE) in a carbon‐dense Eucalyptus regnans forest following the catastrophic 2009 Black Saturday wildfire. Our findings, derived from Bayesian additive regre…
Dynamic Changes and Driving Factors of Ecosystem Carbon Storage in Inland River Basins Under Land Use Change
Under the “carbon peaking and carbon neutrality” goals, the extent to which land use restructuring shapes regional carbon storage (CS) in inland river basins remains insufficiently quantified. Using the Tarim River Basin as a case study, we integrated multiple datasets at 1 km resolution for five time points from 2000 to 2023, and coupled the InVEST carbon model, PLUS scenario simulations, and GeoDetector analysis within a “pattern‐process‐projec…
Exploring the sleep quality-creativity relationship
Previous research on the relationship between sleep and creativity has focused primarily on biological and cognitive mechanisms, with relatively insufficient attention given to positive psychology perspectives. A cross-sectional study was conducted with 926 Chinese college students (425 males and 501 females) to assess their sleep quality, positive emotions, psychological capital, and creativity. Sleep quality was measured using the Pittsburgh Sl…
Beyond Morality and Technology
Wang Chong established the most extensive and complex theoretical system of fate in the pre-Qin and Han dynasties, drawing upon Confucian and popular theories. The cores of Confucian and popular theories of fate lay respectively in moral cultivation and technical approaches, leaving room for human autonomy in determining fate. However, based on his own experience of unfulfilled potential and his admiration for the Daoist concept of “nature”, Wang…
Subsistence strategies in the eastern Taihang foothills
Zooarchaeological and isotopic data were integrated at Wangjiagang (770–221 BCE). • Domestic pig dominance was identified using mortality and skeletal indicators. • Two pig δ 13 C clusters indicate high-input C4 and low-input C3 feeding pathways. • Comparative data reveal regional variability in Zhou-period pig management. • Pigs supplied most biomass, with cervid hunting remaining supplementary. This study integrates zooarchaeological analysis, …
Environmental Science (10 works) · Ecology (7 works) · Geography (7 works) · Biology (5 works) · Ecosystem (5 works) · Geology (5 works) · Land Use and Ecosystem Services (5 works) · Arid (4 works) · Environmental resource management (4 works) · Remote Sensing in Agriculture (4 works)