Jia Liu

ORCID: 0000-0002-0734-4522
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About
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Research Areas
  • SARS-CoV-2 detection and testing
  • Remote Sensing and Land Use
  • Forest, Soil, and Plant Ecology in China
  • SARS-CoV-2 and COVID-19 Research
  • Evacuation and Crowd Dynamics
  • Energy, Environment, Economic Growth
  • Infrared Target Detection Methodologies
  • COVID-19 epidemiological studies
  • Climate Change Policy and Economics
  • Plant Ecology and Soil Science
  • Flame retardant materials and properties
  • Remote-Sensing Image Classification
  • Robotics and Sensor-Based Localization
  • Facility Location and Emergency Management
  • Traffic and Road Safety
  • Monetary Policy and Economic Impact
  • Vehicle Routing Optimization Methods
  • Nematode management and characterization studies
  • COVID-19 Clinical Research Studies
  • Advanced Image Fusion Techniques
  • Environmental and Agricultural Sciences
  • Energy, Environment, and Transportation Policies
  • Insect and Arachnid Ecology and Behavior
  • Botany, Ecology, and Taxonomy Studies
  • Evaluation Methods in Various Fields

Inner Mongolia University of Technology
2024

Chinese Academy of Agricultural Sciences
2024

Institute of Agricultural Resources and Regional Planning
2013-2024

Qingdao University
2024

Affiliated Hospital of Qingdao University
2024

Chang'an University
2024

Tianjin University
2023

Zhongnan University of Economics and Law
2016-2022

Chengdu Institute of Biology
2022

Chinese Academy of Sciences
2019-2022

Human coronaviruses HCoV-OC43, HCoV-229E, HCoV-NL63 and HCoV-HKU1 are common respiratory viruses associated with acute infection. They have a global distribution. Rapid accurate diagnosis of HCoV infection is important for the management treatment hospitalized patients Here, we developed melting curve-based multiplex RT-qPCR assay simultaneous detection four HCoVs. In assay, SYTO 9 was used to replace SYBR Green I as fluorescent dye, GC-modified primers were designed improve temperature (Tm)...

10.3390/ijms17111880 article EN International Journal of Molecular Sciences 2016-11-23

Automatic femur segmentation from computed tomography volume is a crucial but challenging task for computer-aided diagnosis in orthopedic surgeries. The main obstacles are weak bone boundaries, narrowness of joint space, variations density and shape, as well diverse leg postures. In this paper, we presented novel 3-D feature-enhanced network to address these challenges. novelty our approach lies two feature enhancement modules, including the edge detection multi-scale features fusion. First,...

10.1109/jbhi.2017.2785389 article EN IEEE Journal of Biomedical and Health Informatics 2017-12-20

This paper establishes an agent-based simulation system of the carbon emissions trading in accordance with complex feature process. analyzes impact quota allocation mechanism on for three different aspects including amount reduction, economic effect emitters, and reduction cost. Based data industries China, several simulations were made. The results indicate that policy can effectively reduce a perfectly competitive market. Moreover, by comparing separate mechanisms, we obtain result scheme...

10.3390/su8080826 article EN Sustainability 2016-08-22

10.1016/j.tre.2021.102464 article EN Transportation Research Part E Logistics and Transportation Review 2021-08-27

Nematodes are among the most important faunal groups in soil food webs and serve as bioindicators evaluating subsurface ecological processes ecosystem functioning. Although previous studies have reported effects of vegetation types on nematode communities, community patterns nematodes at different depths during secondary forest succession remain unclear. Through a field survey, we investigated how characteristics changed two (0–10 cm 10–20 cm) across subalpine successional stages consisting...

10.1016/j.ecolind.2022.108624 article EN cc-by-nc-nd Ecological Indicators 2022-02-03

Agricultural applications of remote sensing data typically require high spatial resolution and frequent observations. The increasing availability imagery meets the requirement well. However, long revisit period cloud contamination severely compromise their ability to monitor crop growth, which is characterized by temporal heterogeneity. Many spatiotemporal fusion methods have been developed produce synthetic images with resolutions. these existing focus on fusing low medium satellite in...

10.34133/remotesensing.0159 article EN cc-by Journal of Remote Sensing 2024-05-19

Lactate dehydrogenase (LDH) is an enzyme that responsible for the production of lactic acid, which a necessary byproduct when body does not have enough oxygen. LDH levels in blood can be used as marker to predict mortality patients with ARDS, severe COVID-19, and cancer. To analyze clinical characteristics COVID-19 elderly correlation between respiratory failure patients, improve identification management this type pneumonia by clinicians.

10.12669/pjms.40.9.8728 article EN cc-by Pakistan Journal of Medical Sciences 2024-09-11

Purpose While scheduling and transporting emergency materials in disasters, the delivery vehicles are arriving at distributing center constantly. Meanwhile, information of disaster reported to government is updating continuously. Therefore, this paper aims propose an approach help make a transportation plan response disasters addressing problem material demand vehicle amount continual alteration. Design/methodology/approach After elaborating features process transportation, proposes model...

10.1108/k-02-2016-0028 article EN Kybernetes 2017-04-03

Abstract So far, discussions on the effects of elements flame retardant properties have been widespread in retardant‐related fields, but reports specific structures are rare. In this work, two novel phosphorus‐nitrogen retardants were synthesized from diphenylphosphinyl chloride and diphenyl chlorophosphite. It was proved that POC structure DOAT is beneficial to form a more stable carbon layer with high phosphorus content reduce total amount smoke, while PC DPAT conducive produce large...

10.1002/pat.5951 article EN Polymers for Advanced Technologies 2022-12-08

This research utilizes the environmental Kuznets curve to demonstrate interrelationship between economic growth, industrial structure, and water quality of Xiangjiang river basin in China by employing spatial panel data models. First, it obtains two variables (namely, CODMn, which represents chemical oxygen demand using KMnO4 as oxidant, NH3-N, ammonia nitrogen content index wastewater) pretreating 42 monitoring stations from 2005 2015. Afterward, Moran’s I is adopted analyze autocorrelation...

10.3390/ijerph15102095 article EN International Journal of Environmental Research and Public Health 2018-09-25

Purpose In recent years, terrorist attacks have gradually become one of the important factors endangering social security. this context, research aims to propose methods and principles which can be utilized make effective evacuation plans reduce casualties in attacks. Design/methodology/approach By analyzing statistical data attack videos, paper proposes an extended cellular automaton (CA) model simulates panic pedestrians attack. Findings The main findings are as follows. (1) movement leads...

10.1108/k-02-2022-0260 article EN Kybernetes 2022-12-23

This paper investigates the forecasting performance of non-linear time series SETAR model by using Canadian GDP data from 1965 to 2000. Besides within-sample fit, a standard linear ARIMA for same sample has also been generated comparative purposes. Two methods, one-step-ahead and multi-step-ahead forecasting, are compared each type model.

10.1080/0003684032000160674 article EN Applied Economics 2003-12-15

The purpose of this paper is to analyze the characteristics and human effects atmospheric pollution in Yangtze River Basin (YRB). An AQI(Air Quality Index)-based weighted co-word method applied explore keywords taken from data, using authoritative media sources government reports. Hierarchical clustering techniques are utilized classify visualize display different types incidents. results reveal following four main clusters: enterprise pollution, coal-burning traffic air pollutants. Cluster...

10.3390/ijerph17030817 article EN International Journal of Environmental Research and Public Health 2020-01-28

This study investigated the effects of fluctuating temperature on quality frozen beef, which were preserved under three different fluctuation ranges (wide −18 ± 2°C, medium 1°C, and small 0.5°C). Results showed that, with an increase in fluctuation, rate thaw loss significantly increased, total volatile basic nitrogen value increased. However, these fluctuations did not influence beef color, TBARS value, muscle fiber diameter. indicated a certain level, smaller had better preservation beef....

10.1111/jfpp.15043 article EN Journal of Food Processing and Preservation 2020-10-26

The automatic flap barrier gate system (AFBGS) plays a critical role in building security, but it is more vulnerable to natural hazards than common exits (including power failure, due earthquakes, and delayed evacuation, safety certification, etc.). This article considers dynamic decision-making process of evacuees during post-earthquake evacuation near an AFBGS. An interesting metaphor, broken windows (BW), utilized interpret people’s actual behavior evacuation. A multi-stage mechanism...

10.3390/su13168771 article EN Sustainability 2021-08-05

To develop the countryside, industry must be revitalized. Modern agricultural industrial park, as an important content of implementing rural revitalization strategy and deepening supply-side reform during "14th Five-Year Plan" period, requires high attention to multi-functionality agriculture, organically combining agriculture with improvement infrastructure, soundness functions, industrialization avoiding weak functionality traditional strengthening strong smart functional realizing organic...

10.61935/aedmr.1.1.2023.p147 article EN cc-by-nc Advances in Economic Development and Management Research 2023-12-01

The purpose of infrared image and visible light fusion is to preserve as much possible the target information in detailed image. For this purpose, paper first extracts saliency map based on guided filtering, uses NSCT decompose images at multiple scales, adds low-frequency component, applies weighted average through adaptive weight map. In high frequency absolute value maximum coefficient taken be for fusion. This method takes into account generally brightness human targets images, maintains...

10.1109/icsse50014.2020.9219295 article EN 2020-08-01
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