Jialan Zhang

Chongqing University — China

Environmental Science · Physical Sciences

14h-index986citations33works13.42yr avg
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Research Topics

Landslides and related hazards(16), Geotechnical Engineering and Analysis(7), Fire effects on ecosystems(5), Cryospheric studies and observations(5), Flood Risk Assessment and Management(5)

Publications33 total

Improving the Generalization Performance of Debris-Flow Susceptibility Modeling by a Stacking Ensemble Learning-Based Negative Sample Strategy
Water·2025· 1 citedOpen Access
Can internet use promote farmers’ diversity in green production technology adoption? Empirical evidence from rural China
Humanities and Social Sciences Communications·2025· 5 citedOpen Access
Does land management scale influence farmers' utilization of straw resources? Empirical evidence from rural China
Environmental Impact Assessment Review·2025· 7 cited
The spatial-temporal evolution patterns of landslide-oriented resilience in mountainous city: A case study of Chongqing, China
Journal of Environmental Management·2024· 14 cited
Impact of heavy metal hazard perceptions on pollution control intentions: Empirical evidence from rice farmers in China
Journal of Cleaner Production·2024· 2 cited
Ecological Security Pattern based on XGBoost-MCR model: A case study of the Three Gorges Reservoir Region
Journal of Cleaner Production·2024· 71 cited
Impacts of alcohol consumption on farmers’ mental health: Insights from rural China
Heliyon·2024· 5 citedOpen Access
SHAP-PDP hybrid interpretation of decision-making mechanism of machine learning-based landslide susceptibility mapping: A case study at Wushan District, China
The Egyptian Journal of Remote Sensing and Space Science·2024· 20 citedOpen Access
Attention-Dominated Cognitive Dysfunction May Be a Biological Marker for Distinguishing SA from SI in Adolescents: A Network Analysis Study Based on Adolescent Depression
Psychology Research and Behavior Management·2024· 2 citedOpen Access
Do Clean Toilets Help Improve Farmers’ Mental Health? Empirical Evidence from China’s Rural Toilet Revolution
Agriculture·2024· 7 citedOpen Access
Insights into landslide susceptibility in different karst erosion landforms based on interpretable machine learning
Earth Surface Processes and Landforms·2023· 8 cited
The impacts of farmer ageing on farmland ecological restoration technology adoption: Empirical evidence from rural China
Journal of Cleaner Production·2023· 21 cited
Explainable Machine Learning Model for Rockfall Susceptibility Evaluation
2023· 3 cited
A hybrid machine learning model for landslide-oriented risk assessment of long-distance pipelines
Journal of Environmental Management·2023· 57 cited
Landslide Susceptibility Mapping Based on Interpretable Machine Learning from the Perspective of Geomorphological Differentiation
Land·2023· 62 citedOpen Access
Insights into geospatial heterogeneity of landslide susceptibility based on the SHAP-XGBoost model
Journal of Environmental Management·2023· 485 cited
Essential insights into decision mechanism of landslide susceptibility mapping based on different machine learning models
Geocarto International·2022· 24 citedOpen Access
Does Construction of High-Standard Farmland Improve Recycle Behavior of Agricultural Film? Evidence from Sichuan, China
Agriculture·2022· 30 citedOpen Access
Landslide Susceptibility-Oriented Suitability Evaluation of Construction Land in Mountainous Areas
Forests·2022· 8 citedOpen Access
Rockfall susceptibility mapping using XGBoost model by hybrid optimized factor screening and hyperparameter
Geocarto International·2022· 26 cited
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Frequent Co-authors

Haijia Wen(20), Deliang Sun(9), Kuan Zhang(6), Dingde Xu(6), Yanbin Qi(6), Xin Deng(5), Xinzhi Zhou(3), Fengtai Zhang(3), Qingyu Gu(3), Jiwei Hu(3), Yalan Zhang(3), Yuekai Ding(3), Jiahui Xu(3), Ruohan Zhang(3), Junyi Zhang(2), Xianglong Ma(2), Changlin Mi(2), Peng Xie(2), Xuekun Xiang(2), Mingyong Liao(2)