Peng Tian

6.2k total citations · 1 hit paper
165 papers, 4.8k citations indexed

About

Peng Tian is a scholar working on Electrical and Electronic Engineering, Water Science and Technology and Soil Science. According to data from OpenAlex, Peng Tian has authored 165 papers receiving a total of 4.8k indexed citations (citations by other indexed papers that have themselves been cited), including 73 papers in Electrical and Electronic Engineering, 43 papers in Water Science and Technology and 28 papers in Soil Science. Recurrent topics in Peng Tian's work include Energy Load and Power Forecasting (41 papers), Hydrology and Watershed Management Studies (39 papers) and Soil erosion and sediment transport (28 papers). Peng Tian is often cited by papers focused on Energy Load and Power Forecasting (41 papers), Hydrology and Watershed Management Studies (39 papers) and Soil erosion and sediment transport (28 papers). Peng Tian collaborates with scholars based in China, Germany and United States. Peng Tian's co-authors include Chu Zhang, Muhammad Shahzad Nazir, Guangju Zhao, Xingmin Mu, Jianzhong Zhou, Peng Gao, Fei Wang, Chunlei Ji, Wenlong Fu and Lei Hua and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and The Science of The Total Environment.

In The Last Decade

Peng Tian

155 papers receiving 4.7k citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Runoff changes in the major river basins of China and their responses to potential driving forces

2022 142 citations Lin Yang, Guangju Zhao et al. profile →

Peers

Countries citing papers authored by Peng Tian

Since Specialization

Citations

This map shows the geographic impact of Peng Tian'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 Peng Tian with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Peng Tian more than expected).

Fields of papers citing papers by Peng Tian

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Peng Tian. 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 Peng Tian. The network helps show where Peng Tian may publish in the future.

Co-authorship network of co-authors of Peng Tian

This figure shows the co-authorship network connecting the top 25 collaborators of Peng Tian. A scholar is included among the top collaborators of Peng Tian based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Peng Tian. Peng Tian is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Inequalities of population exposure and mortality due to heatwaves in China 2025 ·Journal of Cleaner Production ·Peng Tian, (unknown), (unknown), Haohan Wang, (unknown), Haitao Zhang, Jialin Li	4
2	A novel DWTimesNet-based short-term multi-step wind power forecasting model using feature selection and auto-tuning methods 2024 ·Energy Conversion and Management ·Chu Zhang, Yuhan Wang, (unknown), (unknown), Muhammad Shahzad Nazir, Peng Tian	34
3	An evolutionary deep learning model based on XGBoost feature selection and Gaussian data augmentation for AQI prediction 2024 ·Process Safety and Environmental Protection ·(unknown), Peng Tian, Zihan Tao, Xi Li, Muhammad Shahzad Nazir, Chu Zhang	10
4	Research and application of a novel weight-based evolutionary ensemble model using principal component analysis for wind power prediction 2024 ·Renewable Energy ·Chu Zhang, Zihan Tao, Jinlin Xiong, (unknown), (unknown), Jie Ji, Muhammad Shahzad Nazir, Peng Tian	11
5	Swarm intelligence based deep learning model via improved whale optimization algorithm and Bi-directional long short-term memory for fault diagnosis of chemical processes 2024 ·ISA Transactions ·Chunlei Ji, Chu Zhang, (unknown), (unknown), Peng Tian	15
6	Simultaneous forecasting of wind speed for multiple stations based on attribute-augmented spatiotemporal graph convolutional network and tree-structured parzen estimator 2024 ·Energy ·Chu Zhang, (unknown), (unknown), Yuhan Wang, (unknown), Muhammad Shahzad Nazir, Peng Tian	13
7	Evolutionary hybrid deep learning based on feature engineering and deep projection encoded echo-state network for lithium batteries state of health estimation 2024 ·Energy ·(unknown), Zhirong Zhang, Xiumei Shen, (unknown), Muhammad Shahzad Nazir, Peng Tian, Chu Zhang	6
8	Research and application of a novel selective stacking ensemble model based on error compensation and parameter optimization for AQI prediction 2024 ·Environmental Research ·Peng Tian, Jinlin Xiong, Kai Sun, (unknown), Zihan Tao, Muhammad Shahzad Nazir, Chu Zhang	13
9	A novel hybrid model based on multiple influencing factors and temporal convolutional network coupling ReOSELM for wind power prediction 2024 ·Energy Conversion and Management ·(unknown), Chu Zhang, (unknown), Jie Chen, Zheng Wang, Muhammad Shahzad Nazir, Peng Tian	9
10	Preparative separation of the constituents from Ginkgo biloba L. leaves by a combination of multi‐stage solvent extraction and countercurrent chromatography 2024 ·Journal of Separation Science ·(unknown), Peng Tian, (unknown), Jinxing Guo, Yi Zhou, Shuhui Liu, Zhi Yang	2
11	Response of runoff-sediment processes to vegetation restoration patterns under different rainfall regimes on the Loess Plateau 2023 ·CATENA ·(unknown), Min Du, Peng Gao, Peng Tian, Guangju Zhao, Xingmin Mu, Ren Geng	24
12	The fusion of deep learning and acoustic emission response methods for identifying solid particles in annular multiphase flows 2023 ·Geoenergy Science and Engineering ·Kai Wang, (unknown), Yichen Li, Peng Tian, (unknown), Guangming Fu, (unknown), Gang Wang	7
13	Response of soil erosion to vegetation restoration and terracing on the Loess Plateau 2023 ·CATENA ·Peng Tian, Xiaojing Tian, Ren Geng, Guangju Zhao, Lin Yang, Xingmin Mu, Peng Gao, Wenyi Sun, Yulin Liu	60
14	Developing an evolutionary deep learning framework with random forest feature selection and improved flow direction algorithm for NOx concentration prediction 2023 ·Engineering Applications of Artificial Intelligence ·Huixin Ma, Peng Tian, Chu Zhang, Chunlei Ji, Yiman Li, Muhammad Shahzad Nazir	33
15	Hybrid intelligent deep learning model for solar radiation forecasting using optimal variational mode decomposition and evolutionary deep belief network - Online sequential extreme learning machine 2023 ·Journal of Building Engineering ·Peng Tian, Yiman Li, (unknown), (unknown), Muhammad Shahzad Nazir, Chu Zhang	12
16	An evolutionary robust soft measurement technique via enhanced atom search optimization and outlier robust extreme learning machine for wastewater treatment process 2023 ·Journal of Water Process Engineering ·Jinlin Xiong, Zihan Tao, Lei Hua, (unknown), Peng Tian, Muhammad Shahzad Nazir, Chu Zhang	11
17	Variation of runoff-sediment relationship at flood event scale in three typical watersheds of the Loess Plateau 2023 ·CATENA ·Ren Geng, (unknown), Peng Tian, Qiu Jin, (unknown), Guangju Zhao, Xingmin Mu, (unknown), (unknown)	5
18	Development and application of an evolutionary deep learning framework of LSTM based on improved grasshopper optimization algorithm for short-term load forecasting 2022 ·Journal of Building Engineering ·(unknown), (unknown), (unknown), Chu Zhang, Muhammad Shahzad Nazir, Peng Tian	51
19	Impact Assessment of Human Activities on Runoff and Sediment of Beiluo River in the Yellow River Based on Paired Years of Similar Climate 2016 ·Polish Journal of Environmental Studies ·Yi He, Fei Wang, Peng Tian, Xingmin Mu, Peng Gao, Guangju Zhao, Yiping Wu	25
20	Extreme value analysis of streamflow time series in Poyang Lake Basin, China 2011 ·SHILAP Revista de lepidopterología ·Peng Tian, Guangju Zhao, Jing Li, Kun Tian	11

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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