Junwei Ma

2.3k citations

57 papers · 1.8k · 1 hit paper · h-index 25

Impact in

Management, Monitoring, Policy and Law top 0.5%
- Landslides and related hazards
Safety, Risk, Reliability and Quality top 1%
- Geotechnical Engineering and Analysis

Papers in

Management, Monitoring, Policy and Law 36
- Landslides and related hazards 36
Civil and Structural Engineering 25
- Dam Engineering and Safety 21
- Soil and Unsaturated Flow 4

Co-authors: Huiming Tang (17 shared papers)Yankun Wang (15 shared papers)Tao Wen (15 shared papers)Junrong Zhang (11 shared papers)Xiaoxu Niu (8 shared papers)Haixiang Guo (7 shared papers)Ding Xia (8 shared papers)Sheng Jiang (6 shared papers)
Journals: Landslides (7 papers)Sensors (5 papers)Engineering Geology (4 papers)Natural Hazards (3 papers)Complexity (2 papers)
Partner nations: China United States Australia

In The Last Decade

Junwei Ma

52 papers receiving 1.8k citations

Junwei Ma's Hit Papers

align trajectories log scale

A comparative study of different machine learning methods for reservoir landslide displacement prediction 2022 · 180 citations

What are hit papers?

Paper score: A paper's citations measured against the top-1% bar of its own field and year: the square root of citations ÷ bar, so 1 means right at the bar and 2 means four times its citations. The bar blends the citation counts that enter the top 1% of the paper's subfields in its year (weighted 89.5%), of those subfields over all years (0.5%) and of its year across all fields (10%); a subfield and year with fewer than 400 papers takes its year's bar. Papers from 2026 are not scored yet: in an unfinished year, when a paper appeared matters more than how it is cited.

Hit paper: A paper cited at least 1.5× the top-1% bar of its field and year: a paper score of at least √1.5.

2022 Engineering Geology

Peers

Countries citing papers authored by Junwei Ma

Since Specialization

Citations

This map shows the geographic impact of Junwei Ma's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Junwei Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Junwei Ma more than expected).

Fields of papers citing papers by Junwei Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Junwei Ma. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Junwei Ma. The network helps show where Junwei Ma may publish in the future.

Co-authors

The 25 scholars most cited alongside Junwei Ma, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Junwei Ma Line = papers co-authored together Junwei Ma links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 57 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	A comparative study of different machine learning methods for reservoir landslide displacement prediction Engineering Geology ·Yankun Wang, Huiming Tang, Jinsong Huang, Tao Wen, Junwei Ma, Junrong Zhang Hit paper breakdown →	2022	180
2	A hybrid intelligent approach for constructing landslide displacement prediction intervals Applied Soft Computing ·Yankun Wang, Huiming Tang, Tao Wen, Junwei Ma	2019	116
3	A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction Engineering Applications of Artificial Intelligence ·Junwei Ma, Ding Xia, Yankun Wang, Xiaoxu Niu, Sheng Jiang, Zhiyang Liu, Haixiang Guo	2022	106
4	Metaheuristic-based support vector regression for landslide displacement prediction: a comparative study Landslides ·Junwei Ma, Ding Xia, Haixiang Guo, Yankun Wang, Xiaoxu Niu, Zhiyang Liu, Sheng Jiang	2022	96
5	Establishment of a deformation forecasting model for a step-like landslide based on decision tree C5.0 and two-step cluster algorithms: a case study in the Three Gorges Reservoir area, China Landslides ·Junwei Ma, Huiming Tang, Xiao Liu, Xinli Hu, Miaojun Sun, Youjian Song	2017	94
6	Evaluation of methods for determining crack initiation stress under compression Engineering Geology ·Tao Wen, Huiming Tang, Junwei Ma, Yankun Wang	2018	84
7	Identification of causal factors for the Majiagou landslide using modern data mining methods Landslides ·Junwei Ma, Huiming Tang, Xinli Hu, Antonio Bobet, Ming Zhang, Tingwei Zhu, Youjian Song, M. A. M. Ez Eldin	2016	83
8	Probabilistic forecasting of landslide displacement accounting for epistemic uncertainty: a case study in the Three Gorges Reservoir area, China Landslides ·Junwei Ma, Huiming Tang, Xiao Liu, Tao Wen, Junrong Zhang, Qinwen Tan, Zhiqiang Fan	2018	82
9	Combined forecasting model with CEEMD-LCSS reconstruction and the ABC-SVR method for landslide displacement prediction Journal of Cleaner Production ·Junrong Zhang, Huiming Tang, Dwayne D. Tannant, Chengyuan Lin, Ding Xia, Xiao Liu, Yongquan Zhang, Junwei Ma	2021	70
10	A comparative study of mutual information-based input variable selection strategies for the displacement prediction of seepage-driven landslides using optimized support vector regression Stochastic Environmental Research and Risk Assessment ·Junwei Ma, Yankun Wang, Xiaoxu Niu, Sheng Jiang, Zhiyang Liu	2022	65
11	Energy evolution: A new perspective on the failure mechanism of purplish-red mudstones from the Three Gorges Reservoir area, China Engineering Geology ·Tao Wen, Huiming Tang, Lei Huang, Yankun Wang, Junwei Ma	2019	59
12	Model testing of the spatial–temporal evolution of a landslide failure Bulletin of Engineering Geology and the Environment ·Junwei Ma, Huiming Tang, Xinli Hu, Antonio Bobet, Rui Yong, M. A. M. Ez Eldin	2016	57
13	Energy Analysis of the Deformation and Failure Process of Sandstone and Damage Constitutive Model KSCE Journal of Civil Engineering ·Tao Wen, Huiming Tang, Junwei Ma, Yourong Liu	2018	51
14	Automated Machine Learning-Based Landslide Susceptibility Mapping for the Three Gorges Reservoir Area, China Mathematical Geosciences ·Junwei Ma, Dongze Lei, Zhiyuan Ren, Chunhai Tan, Ding Xia, Haixiang Guo	2023	50
15	Flood risk assessment of Wuhan, China, using a multi-criteria analysis model with the improved AHP-Entropy method Environmental Science and Pollution Research ·Yiqing Chen, Deyun Wang, Ludan Zhang, Haixiang Guo, Junwei Ma, Wei Gao	2023	46
16	Suitability of data preprocessing methods for landslide displacement forecasting Stochastic Environmental Research and Risk Assessment ·Zongxing Zou, Yingming Yang, Zhiqiang Fan, Huiming Tang, Meng Zou, Xinli Hu, Chengren Xiong, Junwei Ma	2020	46
17	A Novel Decomposition-Ensemble Learning Model Based on Ensemble Empirical Mode Decomposition and Recurrent Neural Network for Landslide Displacement Prediction Applied Sciences ·Xiaoxu Niu, Junwei Ma, Yankun Wang, Junrong Zhang, Hongjie Chen, Huiming Tang	2021	44
18	A Hybrid Landslide Displacement Prediction Method Based on CEEMD and DTW-ACO-SVR—Cases Studied in the Three Gorges Reservoir Area Sensors ·Junrong Zhang, Huiming Tang, Tao Wen, Junwei Ma, Qinwen Tan, Ding Xia, Xiao Liu, Yongquan Zhang	2020	43
19	Evaluation of methods for determining rock brittleness under compression Journal of Natural Gas Science and Engineering ·Tao Wen, Huiming Tang, Yankun Wang, Junwei Ma	2020	38
20	Displacement Prediction of a Complex Landslide in the Three Gorges Reservoir Area (China) Using a Hybrid Computational Intelligence Approach Complexity ·Junwei Ma, Xiaoxu Niu, Yankun Wang, Tao Wen, Junrong Zhang +1 other	2020	35

About Junwei Ma

Junwei Ma is a scholar working on Management, Monitoring, Policy and Law, Civil and Structural Engineering, Safety, Risk, Reliability and Quality, Environmental Engineering and Mechanics of Materials, having authored 57 papers that have together received 1.8k indexed citations. Recurring topics across this work include Landslides and related hazards (36 papers), Dam Engineering and Safety (21 papers), Geotechnical Engineering and Analysis (9 papers), Rock Mechanics and Modeling (8 papers), Cryospheric studies and observations (4 papers), Soil and Unsaturated Flow (4 papers), Synthetic Aperture Radar (SAR) Applications and Techniques (3 papers) and Energy Load and Power Forecasting (3 papers). The work is most often cited by research in Management, Monitoring, Policy and Law (1.1k citations), Safety, Risk, Reliability and Quality (341 citations), Civil and Structural Engineering (745 citations), Mechanics of Materials (379 citations) and Atmospheric Science (252 citations). Junwei Ma has collaborated with scholars based in China, United States and Australia. Frequent co-authors include Huiming Tang, Yankun Wang, Tao Wen, Junrong Zhang, Xiaoxu Niu, Haixiang Guo, Ding Xia, Sheng Jiang, Zhiyang Liu and Xiao Liu. Their work appears in journals such as Landslides, Sensors, Engineering Geology, Natural Hazards and Complexity.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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Junwei Ma's Hit Papers

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About Junwei Ma

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