Scientific Research

School of Electronic and Information Engineering:

  Doctoral candidate:

  (1) Transportation Internet of Things project

  (2) Artificial Intelligence

  Postgraduate:

  (1) Research and application of big data analysis and modeling methods

  (2) Research and application of intelligent Internet of Things technology

  (3) Research and application of multi-objective intelligent optimization algorithm

  (4) Wireless sensor network protocol research

Faculty of Geomatics:

  Postgraduate:

  (1) Remote sensing image processing

  (2) Geological hazard monitoring and analysis

1. Landslide Displacement Prediction Based on a Two-Stage Combined Deep Learning Model under Small Sample Condition. Remote Sensing. 2022, 14, 3732.

2. Research on Ultra-Short-Term Prediction Model of Wind Power Based on Attention Mechanism and CNN-BiGRU Combined, Frontiers in Energy Research, 2022, 10, 920835.

3. Hyperparameters Optimization of Ensemble Classifiers and Its Application for Landslide Hazards Classification, International Journal of Modelling, Identification and Control，21 Jul 2022，Vol. 40, No. 2

4. Multi-Objective Decision-Making of Cluster Heads Election in Routing Algorithm for Field Observation Instruments Network, IEEE Sensors Journal, vol. 21, no. 22, pp. 25796-25807, 15 Nov.15, 2021.

5. Fast change detection method for remote sensing image based on method of connected area labeling and spectral clustering algorithm, Journal of Applied Remote Sensing, 2021, 15(1), 016506

6. Application Research of Multi-Objective Artificial Bee Colony Optimization Algorithm for Parameters Calibration of Hydrological Model in Heihe River Basin, Neural Computing and Applications, 2019.9，Volume 31, Issue 9, pp. 4715–4732

7. An improved multi-cores parallel artificial Bee colony optimization algorithm for parameters calibration of hydrological model, Future Generation Computer Systems, 2018.04, Volume/Issue81C, pp. 492-504.

8. An Optimization Framework of Multiobjective Artificial Bee Colony Algorithm Based on the MOEA Framework, Computational Intelligence and Neuroscience, 2018，vol. 2018, Article ID 5865168. 

9. Model Parameter Optimization Method Research in Heihe River Open Modeling Environment（HOME），International Journal of Pattern Recognition and Artificial Intelligence, World Scientific Publishing Company, Vol. 31, No. 09（2017），31-53

10. The Research and Design of Network Routing Protocol for Field Observation Instruments, International Journal of Sensor Networks, Vol. 16, No. 2, pp.87-99, 2014

(1) A data transmission method and device, Invention Patent, 2020.10

(2) A method and device for parameter optimization of hydrological model based on parallel bee colony algorithm, Ininvention Patent, 2018.09

(3) A geological hazard monitoring system based on Beidou satellite, Patent of Utility Model, 2020.12

(4) An instrument networking gateway node device and monitoring system, Patent of Utility Model, 2017.08

(5) An instrument network node device and monitoring system, Patent of Utility Model, 2017.08

"Research on Comprehensive Deformation Monitoring Method and Performance Degradation Prediction Model of Bridge in Complex Geological Environment", National Natural Science Foundation of China, 2023.1-2026.12

"Research on Key Technology and Application of Field Observation Instrument Cross-domain Networking in Cold and Aarid Regions", National Natural Science Foundation of China, 2019.1-2022.12

"Artificial bee colony algorithm based on multi-objective optimization and its application to parameter optimization of hydrological model", Natural Science Foundation of China, 2015.1-2018.12

"Research and application of geological disaster monitoring and early warning method based on high-resolution remote sensing big data technology", Natural Science Foundation of Gansu Province, 2021.2-2023.1

"Research and development of geo-hazard active situation awareness platform based on satellite high-resolution remote sensing image", 2019.11-2021.12

"heihe watershed hydrological model and parameter estimation methods integration environment", China postdoctoral science foundation, 2013.6-2015.5

"Study on coupling mechanism of parameter estimation methods for hydrological process in Heihe River Basin", Natural Science Foundation of Gansu Province, 2013.3-2015.5

"Research on Key Technology of Cloud Storage of Field Monitoring Data in Alpine Region", Natural Science Foundation of Gansu Province, 2016.1-2018.6

"Development of IPV6-based network node for field observation instruments in cold and arid areas", 2016, NGeneration Internet Technology Innovation Project of Saier Network, 2016.1-2018.12

"Big Data Analysis and Application Research of IPv6 Security Log Based on Hadoop Platform", 2017, Innovation Project of Next Generation Internet Technology of Sell Network, 2017.1-2018.12

"Study on image processing method based on clustering and its application in landslide disaster identification", Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, 2017.1-2019.12