Determination of Vertical Distribution and Isotopic Ratio of Trace Element Cr in the Pacific Ocean
Prof. Edward A. Boyle's Group, MIT EAPS
06/2024 - Present
- Conducted experiments including seawater samples acidification and equilibration
- Performed Cr precipitation/dissolution with Mg(OH)₂ and ion exchange purification
- Executed sulfur removal and sample preparation for MC-ICP-MS isotopic analysis
Remote Sensing Analysis of Policy-Driven Methane Emission Reduction in Rice Cultivation Systems
Prof. Charles Taylor's Group, Harvard Kennedy School
12/2024 - Present
- Developed machine learning algorithms to process GEE remote sensing data, generating monthly time series of LSWI, NDVI, and land-use indicators (2008-2024)
- Created high-resolution spatiotemporal maps distinguishing non-cropped areas, dry-rice, and wet-rice cultivation systems
- Quantified the impact of agricultural policy interventions on methane emissions through cultivation practice transitions
- Established statistical models linking land-use changes to methane emission patterns for climate mitigation strategies
LiDAR-Augmented Zero-Shot Tree Crown Segmentation Using SAM 2
Prof. Lu Liang's Group, UC Berkeley CED
08/2024 - 02/2025
- Enhanced tree crown delineation using SAM 2 with RGB and LiDAR data fusion
- Combined bounding boxes and LiDAR point prompts with noise reduction via sampling
- Demonstrated that LiDAR boosts precision and recall, with manual prompts performing best
- Showed SAM 2's potential for efficient ITC segmentation in complex forests
- Paper written and submitted to journals
Local Climate Zone (LCZ) and Urban Morphology Analysis of U.S. Cities
Prof. Lu Liang's Group, UC Berkeley CED
08/2024 - Present
- Developed machine learning model generating LCZ distribution maps for 20+ U.S. cities
- Engineered automated pipeline processing 500,000+ Google Street View images via Google Maps API
- Implemented computer vision techniques to quantify urban canyon characteristics including SVF, vegetation cover, and building proportions
- Validated Street View-derived SVF metrics against LiDAR point cloud data
- Integrated multi-source climate data to analyze correlations with LCZ classifications
Global Dust Emission Dynamics Under Climate Change and Land Use Management
Prof. Minghao Qiu's Group, Stony Brook University
05/2025 - Present
- Analyzed global dust emissions using CAMS global reanalysis (EAC4) satellite data (2003-2020)
- Identified spatial distribution patterns, seasonal variations, and long-term trends of Dust Aerosol Optical Depth (DAOD)
- Integrated CAMS meteorological data with MODIS satellite vegetation and geographical datasets
- Will conduct comprehensive impact factor analysis including vegetation restoration and climate variables
- Will evaluate combined effects of climate change and land use management on global dust activity
Spatio-Temporal Optimization Modeling for National Photovoltaic Infrastructure Deployment
Prof. Xin Tian's Group, Beijing Normal University
06/2025 - Present
- Developed multi-period dynamic optimization model for PV deployment strategy across China over 50-year horizon
- Integrated diverse multi-source datasets (GIS, meteorological, economic) to quantify comprehensive cost functions
- Utilized Python for spatio-temporal data analysis establishing constraints for provincial land availability
- Employed CatBoost machine learning models for robust data imputation and time-series forecasting
Ecological Surprises and Bioremediation Potential of Oil Pollution in Coastal Ecosystems: A Review
Prof. Hongjun Bai's Group, Beijing Normal University
05/2024 - 01/2025
- Reviewed bioremediation methods for PHC contamination in coastal ecosystems
- Focused on mangroves, salt marshes, and seagrasses ecosystems
- Discussed phytoremediation, microbial remediation, and nanotechnology approaches
- Highlighted omics, engineered microbes, and real-time monitoring systems
- Explored issues like salinity, low oxygen, and nutrient limitations
- Paper submitted to Earth-Science Reviews
Chinese Digital Technology Industry's Role in Low Carbon Development
Prof. Xin Tian's Group, Beijing Normal University
08/2023 - 12/2023
- Applied Leontief input-output model to analyze carbon emission patterns in ICT sector
- Evaluated impact of demand structure through backward and forward linkage analyses
- Conducted Structural Path Analysis (SPA) and Structural Decomposition Analysis (SDA)
- Co-authored 47-page policy report funded by China Mobile Corporation
Spatial Distribution and Risks of Bisphenol Analogues in Chengdu Soil
Prof. Zhi Li's Group, Sichuan University
02/2023 - 02/2024
- Explored distribution of Bisphenol Compounds (BPs) using post-extraction spike method
- Analyzed 376 dust samples using normality tests, correlation analysis, and Mann-Whitney U tests
- Assessed effects on people across various occupations and regions
- Published in Environment Pollution (DOI: 10.1016/j.envpol.2024.124064)
Heavy Metal Immobilization and Carbon Sequestration in Biochar-Amended Soils
Prof. Ke Sun's Group, Beijing Normal University
12/2023 - Present
- Study 1: Polyethylene microplastics effects on biochar greenhouse gas mitigation
- Published in Carbon Research (DOI: 10.1007/s44246-024-00170-9)
- Study 2: Coupling index of heavy metal immobilization and carbon sequestration
- Quantified 14-year field experiment effects using DGT and BCR sequential extraction
- Developed PLS-SEM and VPA models to identify metal immobilization pathways
- Co-developed novel Carbon-Metal Coupling Index (CMCI) using entropy weight method
- Paper submitted to Agriculture, Ecosystems and Environment
Analysis of Scale Characteristics in Dormitory Buildings and Descaling Agent Development
Prof. Chenghong Feng's Group, Beijing Normal University
04/2023 - 05/2024
- Utilized ICPOES, IC, FTIR, SEM spectrum analysis to analyze pipe scale structure and composition
- Designed control experiments and developed green, efficient descaling agent formula
- Solved long-standing pipe blockage issues with minimal harm to PVC pipes
- Applied for patent for the developed formula
