Jonathan Li

25.4k total citations · 9 hit papers
641 papers, 18.4k citations indexed

About

Jonathan Li is a scholar working on Environmental Engineering, Computer Vision and Pattern Recognition and Geology. According to data from OpenAlex, Jonathan Li has authored 641 papers receiving a total of 18.4k indexed citations (citations by other indexed papers that have themselves been cited), including 309 papers in Environmental Engineering, 185 papers in Computer Vision and Pattern Recognition and 170 papers in Geology. Recurrent topics in Jonathan Li's work include Remote Sensing and LiDAR Applications (282 papers), 3D Surveying and Cultural Heritage (169 papers) and Remote-Sensing Image Classification (79 papers). Jonathan Li is often cited by papers focused on Remote Sensing and LiDAR Applications (282 papers), 3D Surveying and Cultural Heritage (169 papers) and Remote-Sensing Image Classification (79 papers). Jonathan Li collaborates with scholars based in Canada, China and United States. Jonathan Li's co-authors include Cheng Wang, Michael A. Chapman, Zilong Zhong, Yongtao Yu, Haiyan Guan, Zhiming Luo, Lingfei Ma, Chenglu Wen, José Marcato and Yiping Chen and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Remote Sensing of Environment.

In The Last Decade

Jonathan Li

625 papers receiving 17.9k citations

Hit Papers

5 papers align trajectories

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.

Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework

2017 1.5k citations Jonathan Li, Michael A. Chapman et al. IEEE Transactions on Geoscience and Remote Sensing profile →
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review

2020 377 citations Lingfei Ma, Michael A. Chapman et al. profile →
Review: Deep Learning on 3D Point Clouds

2020 255 citations Cheng Wang, Jonathan Li et al. Remote Sensing profile →
A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices

2020 205 citations Ana Paula Marques Ramos, Lucas Prado Osco et al. profile →
The global carbon sink potential of terrestrial vegetation can be increased substantially by optimal land management

2022 180 citations Jonathan Li et al. profile →
The Segment Anything Model (SAM) for remote sensing applications: From zero to one shot

2023 168 citations Lucas Prado Osco, Wesley Nunes Gonçalves et al. International Journal of Applied Earth Observation and Geoinformation profile →
Spectral–Spatial Transformer Network for Hyperspectral Image Classification: A Factorized Architecture Search Framework

2021 168 citations Lingfei Ma, Jonathan Li et al. IEEE Transactions on Geoscience and Remote Sensing profile →
Road extraction in remote sensing data: A survey

2022 123 citations Dilong Li, José Marcato et al. International Journal of Applied Earth Observation and Geoinformation profile →
An attention-based multiscale transformer network for remote sensing image change detection

2023 96 citations Yongtao Yu, Jonathan Li et al. ISPRS Journal of Photogrammetry and Remote Sensing profile →

Peers

Countries citing papers authored by Jonathan Li

Since Specialization

Citations

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

Fields of papers citing papers by Jonathan Li

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jonathan Li

This figure shows the co-authorship network connecting the top 25 collaborators of Jonathan Li. A scholar is included among the top collaborators of Jonathan Li 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 Jonathan Li. Jonathan Li 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	Instructor–Worker large language model system for policy recommendation: A case study on air quality analysis of the January 2025 Los Angeles wildfires 2025 ·International Journal of Applied Earth Observation and Geoinformation ·Kyle Gao, Dening Lu, (unknown), (unknown), Hongjie He, (unknown), Linlin Xu, Jonathan Li	3
2	YOLOShipTracker: Tracking ships in SAR images using lightweight YOLOv8 2024 ·International Journal of Applied Earth Observation and Geoinformation ·Muhammad Yasir, Shanwei Liu, Saied Pirasteh, Mingming Xu, Hui Sheng, Jianhua Wan, Felipe A. P. de Figueiredo, Fernando J. Aguilar, Jonathan Li	46
3	Weather-aware autopilot: Domain generalization for point cloud semantic segmentation in diverse weather scenarios 2024 ·ISPRS Journal of Photogrammetry and Remote Sensing ·(unknown), John Zelek, Jonathan Li	0
4	DAAL-WS: A weakly-supervised method integrated with data augmentation and active learning strategies for MLS point cloud semantic segmentation 2024 ·International Journal of Applied Earth Observation and Geoinformation ·(unknown), Haiyan Guan, Lingfei Ma, Jiacheng Liu, (unknown), Lanying Wang, Zhen Dong, (unknown), Jonathan Li	2
5	Individual tree species classification using low-density airborne multispectral LiDAR data via attribute-aware cross-branch transformer 2024 ·Remote Sensing of Environment ·Lanying Wang, Dening Lu, Linlin Xu, Derek T. Robinson, Weikai Tan, Qian Xie, (unknown), Michael A. Chapman, Jonathan Li	4
6	Point Transformer-Based Salient Object Detection Network for 3-D Measurement Point Clouds 2024 ·IEEE Transactions on Geoscience and Remote Sensing ·(unknown), Baian Chen, Weiming Wang, Honghua Chen, Mingqiang Wei, Jonathan Li	4
7	Crack-U²Net: Multiscale Feature Learning Network for Pavement Crack Detection From Large-Scale MLS Point Clouds 2024 ·IEEE Transactions on Intelligent Transportation Systems ·(unknown), (unknown), Lingfei Ma, Yiping Chen, Haiyan Guan, Yongtao Yu, José Marcato, Jonathan Li	7
8	Deep learning for filtering the ground from ALS point clouds: A dataset, evaluations and issues 2023 ·ISPRS Journal of Photogrammetry and Remote Sensing ·Nannan Qin, Weikai Tan, Lingfei Ma, (unknown), Haiyan Guan, Jonathan Li	20
9	Disruptions to in-person medical visits across the United States during the COVID-19 pandemic: evolving disparities by medical specialty and socio-economic status 2023 ·Public Health ·(unknown), Jonathan Li, Catherine M. Dalton	2
10	Detecting Occluded and Dense Trees in Urban Terrestrial Views With a High-Quality Tree Detection Dataset 2022 ·IEEE Transactions on Geoscience and Remote Sensing ·Yongzhen Wang, Xuefeng Yan, (unknown), Yiping Chen, Lina Gong, Mingqiang Wei, Jonathan Li	12
11	Semantic Segmentation of Coastal Zone on Airborne Lidar Bathymetry Point Clouds 2022 ·IEEE Geoscience and Remote Sensing Letters ·(unknown), Weiquan Liu, Cheng Wang, Jonathan Li	2
12	Image-Based Obstacle Detection Methods for the Safe Navigation of Unmanned Vehicles: A Review 2022 ·Remote Sensing ·(unknown), Masood Varshosaz, Saied Pirasteh, Jonathan Li	51
13	Counting and locating high-density objects using convolutional neural network 2022 ·Expert Systems with Applications ·Mauro dos Santos de Arruda, Lucas Prado Osco, (unknown), Diogo Nunes Gonçalves, José Marcato, Ana Paula Marques Ramos, Edson Takashi Matsubara, Zhipeng Luo, Jonathan Li, Jonathan de Andrade Silva, Wesley Nunes Gonçalves	14
14	GCN-Based Pavement Crack Detection Using Mobile LiDAR Point Clouds 2021 ·IEEE Transactions on Intelligent Transportation Systems ·(unknown), (unknown), Zhipeng Luo, Yiping Chen, (unknown), Ming Cheng, Cheng Wang, José Marcato, Jonathan Li	58
15	A Frustum-based probabilistic framework for 3D object detection by fusion of LiDAR and camera data 2019 ·ISPRS Journal of Photogrammetry and Remote Sensing ·Zheng Gong, (unknown), (unknown), Zhipeng Luo, John Zelek, Yiping Chen, Abdul Nurunnabi, Cheng Wang, Jonathan Li	35
16	Road Manhole Cover Delineation Using Mobile Laser Scanning Point Cloud Data 2019 ·IEEE Geoscience and Remote Sensing Letters ·Yongtao Yu, Haiyan Guan, Dilong Li, Chunhua Jin, Cheng Wang, Jonathan Li	14
17	Automated Visual Recognizability Evaluation of Traffic Sign Based on 3D LiDAR Point Clouds 2019 ·Remote Sensing ·Shanxin Zhang, Cheng Wang, (unknown), Chenglu Wen, Chenhui Yang, (unknown), Jonathan Li	24
18	Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural Networks 2019 ·Remote Sensing ·Lucas Prado Osco, Ana Paula Marques Ramos, Érika Akemi Saito Moriya, (unknown), (unknown), Nayara Vasconcelos Estrabis, (unknown), José Eduardo Creste, José Marcato, Wesley Nunes Gonçalves, Nilton Nobuhiro Imai, Jonathan Li, Veraldo Liesenberg, Fábio Fernando de Araújo	46
19	A deep learning framework for road marking extraction, classification and completion from mobile laser scanning point clouds 2018 ·ISPRS Journal of Photogrammetry and Remote Sensing ·Chenglu Wen, (unknown), Jonathan Li, Cheng Wang, Yan Guo, Ayman Habib	121
20	Community-acquired versus hospital-acquired acute kidney injury in patients with acute exacerbation of COPD requiring hospitalization in China 2018 ·SHILAP Revista de lepidopterología ·(unknown), (unknown), Jonathan Li, (unknown), (unknown), (unknown), Xing Hua, (unknown), (unknown)	1

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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