Cross Reference Logo
Citations to this article as recorded by CrossRef and RSC Journals (108 citations).

Yufeng Zhang, Haiyan Chen, Dan Chen, Di Wu, Xiaoqiang Chen, Sheng Hua Liu and Jun Yin
Org. Biomol. Chem., 2015, 13, 9760
DOI: 10.1039/C5OB01305D

Prashant Shukla, Vinayak S. Khodade, Mallojjala SharathChandra, Preeti Chauhan, Saurabh Mishra, Shivakumara Siddaramappa, Bulagonda Eswarappa Pradeep, Amit Singh and Harinath Chakrapani
Chem. Sci., 2017, 8, 4967
DOI: 10.1039/C7SC00873B

Jingjing Liu, Xiangzhu Chen, Yuanyuan Zhang, Gui Gao, Xueyan Zhang, Shicong Hou and Yuxia Hou
New J. Chem., 2018, 42, 12918
DOI: 10.1039/C8NJ01626G

Youming Shen, Chang Liu, Youyu Zhang, Xiangyang Zhang, Chunxiang Zhang, Junling Jin, Xuewen Liu, Haitao Li and Shouzhuo Yao
Anal. Methods, 2015, 7, 6419
DOI: 10.1039/C5AY00732A

Di Zhang, Wei Chen, Jianming Kang, Yong Ye, Yufen Zhao and Ming Xian
Org. Biomol. Chem., 2014, 12, 6837
DOI: 10.1039/C4OB01031K

Juan Cheng, Baihao Shao, Shuai Zhang, Yongzhou Hu and Xin Li
RSC Adv., 2015, 5, 65203
DOI: 10.1039/C5RA11590F

Kun Zhang, Jie Zhang, Zhen Xi, Lu-Yuan Li, Xiangxiang Gu, Qiang-Zhe Zhang and Long Yi
Chem. Sci., 2017, 8, 2776
DOI: 10.1039/C6SC05646F

Ruirui Chen, Haishun Ye, Tian Fang, Shanshan Liu, Long Yi and Longhuai Cheng
Org. Biomol. Chem., 2022, 20, 4128
DOI: 10.1039/D2OB00442A

Chenyang Jiang, Haojie Huang, Xueying Kang, Liu Yang, Zhen Xi, Hongyan Sun, Michael D. Pluth and Long Yi
Chem. Soc. Rev., 2021, 50, 7436
DOI: 10.1039/D0CS01096K

H. Li, W. Peng, W. Feng, Y. Wang, G. Chen, S. Wang, S. Li, H. Li, K. Wang and J. Zhang
Chem. Commun., 2016, 52, 4628
DOI: 10.1039/C6CC00973E

Fabiao Yu, Xiaoyue Han and Lingxin Chen
Chem. Commun., 2014, 50, 12234
DOI: 10.1039/C4CC03312D

Prerona Bora, Suman Manna, Mrutyunjay A. Nair, Rupali R. M. Sathe, Shubham Singh, Venkata Sai Sreyas Adury, Kavya Gupta, Arnab Mukherjee, Deepak K. Saini, Siddhesh S. Kamat, Amrita B. Hazra and Harinath Chakrapani
Chem. Sci., 2021, 12, 12939
DOI: 10.1039/D1SC03828A

Haojie Huang, Xiuru Ji, Yaqing Jiang, Changyu Zhang, Xueying Kang, Jiqin Zhu, Lu Sun and Long Yi
Org. Biomol. Chem., 2020, 18, 4004
DOI: 10.1039/D0OB00040J

Simran M. Gupta, Pratiksha S. Mohite and Harinath Chakrapani
Chem. Sci., 2025, 16, 4695
DOI: 10.1039/D4SC08525F

Lu Sun, Yaqing Jiang, Changyu Zhang, Xiuru Ji, Dequn Lv, Zhen Xi and Long Yi
New J. Chem., 2018, 42, 15277
DOI: 10.1039/C8NJ02323A

Fanbo Song, Zhifei Li, Jiayuan Li, Shuai Wu, Xianbo Qiu, Zhen Xi and Long Yi
Org. Biomol. Chem., 2016, 14, 11117
DOI: 10.1039/C6OB02354A

Pramod Kumar, Vijay Kumar, Saurabh Pandey and Rajeev Gupta
Dalton Trans., 2018, 47, 9536
DOI: 10.1039/C8DT01351A

Chao Yang, Xiaoqiang Tu, Xiuru Ji, Haishun Ye, Shan Li, Lu Sun, Long Yi and Zhen Xi
Org. Biomol. Chem., 2021, 19, 6527
DOI: 10.1039/D1OB01114F

Nithun Ranjan Pandit, Sourav Bej, Ananya Mondal, Meenakshi Ghosh, George E. Kostakis, Annie K. Powell, Priyabrata Banerjee and Biplab Biswas
Dalton Trans., 2020, 49, 13090
DOI: 10.1039/D0DT02846K

Jianfang Li, Caixia Yin and Fangjun Huo
RSC Adv., 2015, 5, 2191
DOI: 10.1039/C4RA11870G

Dipen Biswakarma, Nilanjan Dey and Santanu Bhattacharya
Soft Matter, 2020, 16, 9882
DOI: 10.1039/D0SM00502A

Long Yi and Zhen Xi
Org. Biomol. Chem., 2017, 15, 3828
DOI: 10.1039/C7OB00332C

Ismail Ismail, Dan Wang, Dawei Wang, Cuili Niu, Haojie Huang, Long Yi and Zhen Xi
Org. Biomol. Chem., 2019, 17, 3389
DOI: 10.1039/C8OB03219J

Bifeng Chen, Peng Wang, Qingqing Jin and Xinjing Tang
Org. Biomol. Chem., 2014, 12, 5629
DOI: 10.1039/C4OB00923A

Zhi Guo, Guiqiu Chen, Guangming Zeng, Lingzhi Liu and Chang Zhang
RSC Adv., 2015, 5, 54793
DOI: 10.1039/C5RA10394K

Yaqing Jiang, Xiuru Ji, Changyu Zhang, Zhen Xi, Lu Sun and Long Yi
Org. Biomol. Chem., 2019, 17, 8435
DOI: 10.1039/C9OB01535C

Jianxi Wang, Cheng Zhou, Wei Liu, Jianjian Zhang, Xinyue Zhu, Xiaoyan Liu, Qin Wang and Haixia Zhang
Photochem Photobiol Sci, 2016, 15, 1393
DOI: 10.1039/c6pp00219f

Yunbo Cai, Lingzhi Li, Zongtan Wang, Jing Zhi Sun, Anjun Qin and Ben Zhong Tang
Chem. Commun., 2014, 50, 8892
DOI: 10.1039/C4CC02844A

Ho Won Kim, Myung Gil Choi, Hyunji Park, Jung Woo Lee and Suk-Kyu Chang
RSC Adv., 2015, 5, 4623
DOI: 10.1039/C4RA10690C

Natesan Thirumalaivasan, Parthiban Venkatesan and Shu-Pao Wu
New J. Chem., 2017, 41, 13510
DOI: 10.1039/C7NJ02869E

Lv Wei, Zhentao Zhu, Yanyan Li, Long Yi and Zhen Xi
Chem. Commun., 2015, 51, 10463
DOI: 10.1039/C5CC03707G

Zhong-yong Xu, Zi-ying Wu, Hui-ya Tan, Jin-wu Yan, Xiao-lin Liu, Jia-ying Li, Zi-yan Xu, Chang-zhi Dong and Lei Zhang
Anal. Methods, 2018, 10, 3375
DOI: 10.1039/C8AY00797G

Aleksandra Hać, Marta Sildatk-Czoska, Małgorzata Szyszkowska, Agnieszka Stepasiuk-Stańko, Anna Herman-Antosiewicz, Wiesław Wiczk and Irena Bylińska
Sci Rep, 2025, 15
DOI: 10.1038/s41598-025-25713-x

Benoît Roubinet, Laetitia Bailly, Emilie Petit, Pierre-Yves Renard and Anthony Romieu
Tetrahedron Letters, 2015, 56, 1015
DOI: 10.1016/j.tetlet.2015.01.042

Xiaoyu Du, Zuyao Fu, Lingfeng Yang, Zhaoyang Ding and Jing Xie
Optical Materials, 2024, 157, 116190
DOI: 10.1016/j.optmat.2024.116190

Xiaojing Yang, Chengkai Zhang, Liqiao Shen, Haibo Bao, Jingwei Xu, Xuexun Fang, Yongxia Zhao and Wei Yang
Sensors and Actuators B: Chemical, 2017, 242, 332
DOI: 10.1016/j.snb.2016.11.064

Xu Jia, Wei Li, Zihan Guo, Zhenbo Guo, Yin Li, Pingzhu Zhang, Chao Wei and Xiaoliu Li
ChemistrySelect, 2019, 4, 8671
DOI: 10.1002/slct.201901991

Matthew D. Hammers and Michael D. Pluth
Anal. Chem., 2014, 86, 7135
DOI: 10.1021/ac501680d

Yong Ae Jeong, In Jung Chang and Suk-Kyu Chang
Sensors and Actuators B: Chemical, 2016, 224, 73
DOI: 10.1016/j.snb.2015.10.013

Shuangshuang Ding, Weiyong Feng and Guoqiang Feng
Sensors and Actuators B: Chemical, 2017, 238, 619
DOI: 10.1016/j.snb.2016.07.117

Zhentao Zhu, Yanyan Li, Chao Wei, Xin Wen, Zhen Xi and Long Yi
Chemistry — An Asian Journal, 2016, 11, 68
DOI: 10.1002/asia.201500940

Xin Zhang, Jianmin Zhang, Quan Hu, Yuanjing Cui, Yu Yang and Guodong Qian
Applied Surface Science, 2015, 355, 814
DOI: 10.1016/j.apsusc.2015.07.166

Suman Manna, Simran M. Gupta, Prerona Bora, Arnab Chakraborty, T. Anand Kumar, Siddhesh S. Kamat and Harinath Chakrapani
Angewandte Chemie, 2025, 137
DOI: 10.1002/ange.202502917

Leilei Wang and Jungwook Choi
Micro and Nano Syst Lett, 2025, 13
DOI: 10.1186/s40486-025-00225-5

Peng Hou, Hongmei Li and Song Chen
Tetrahedron, 2016, 72, 3531
DOI: 10.1016/j.tet.2016.04.079

Dandan Bu, Yuying Wang, Na Wu, Wei Feng, Donghui Wei, Zhanxian Li and Mingming Yu
Chinese Chemical Letters, 2021, 32, 1799
DOI: 10.1016/j.cclet.2020.12.044

Yuning Liu, Yanan Yu, Qingyu Zhao, Chaohua Tang, Huiyan Zhang, Yuchang Qin, Xiaohui Feng and Junmin Zhang
Coordination Chemistry Reviews, 2021, 427, 213601
DOI: 10.1016/j.ccr.2020.213601

Kaylin G. Fosnacht and Michael D. Pluth
Chem. Rev., 2024, 124, 4124
DOI: 10.1021/acs.chemrev.3c00683

V. L. Mamedova, G. Z. Khikmatova, D. E. Korshin, S. V K. Mamedova, E. L. Gavrilova and V. A O. Mamedov
RUSS CHEM REV, 2022, 91, RCR5049
DOI: 10.57634/RCR5049

Li-Ai Lan, Sheng-Yuan Wu, Xiang-Guo Meng, Jing-Jing Jiang, Ming-Yue Zheng and Guo-Rong Fan
Journal of Chromatography A, 2020, 1625, 461243
DOI: 10.1016/j.chroma.2020.461243

Shuangshuang Ding and Guoqiang Feng
Sensors and Actuators B: Chemical, 2016, 235, 691
DOI: 10.1016/j.snb.2016.05.146

Yik‐Hoi Yeung, Pak‐Lun Lam, Waygen Thor, Hei‐Yui Kai, Tsz‐Lam Cheung, Yue Wu, Ga‐Lai Law, Nicholas J. Long and Ka‐Leung Wong
Chemistry Methods, 2025, 5
DOI: 10.1002/cmtd.202400053

Christoph Staudinger and Sergey M Borisov
Methods Appl. Fluoresc., 2015, 3, 042005
DOI: 10.1088/2050-6120/3/4/042005

Yen Leng Pak, Jun Li, Kyoung Chul Ko, Gyoungmi Kim, Jin Yong Lee and Juyoung Yoon
Anal. Chem., 2016, 88, 5476
DOI: 10.1021/acs.analchem.6b00956

Jie Zhang, Runyu Wang, Zhentao Zhu, Long Yi and Zhen Xi
Tetrahedron, 2015, 71, 8572
DOI: 10.1016/j.tet.2015.09.028

Daniel Słowiński, Małgorzata Świerczyńska, Jarosław Romański and Radosław Podsiadły
Molecules, 2022, 27, 8305
DOI: 10.3390/molecules27238305

Jihee Bae, Jiyoung Choi, Tae Jung Park and Suk-Kyu Chang
Tetrahedron Letters, 2014, 55, 1171
DOI: 10.1016/j.tetlet.2013.12.109

Junping Wang, Ying Wen, Fangjun Huo and Caixia Yin
Sensors and Actuators B: Chemical, 2019, 294, 141
DOI: 10.1016/j.snb.2019.05.038

Suman Manna, Ragini Agrawal, Tarun Yadav, T. Anand Kumar, Pooja Kumari, Aadishakti Dalai, Shaunak Kanade, Nagaraj Balasubramanian, Amit Singh and Harinath Chakrapani
Angew Chem Int Ed, 2024, 63
DOI: 10.1002/anie.202411133

Selvaraj Muthusamy, Kanagaraj Rajalakshmi, Qingxiang Xu, Yan Chen, Long Zhao and Weihua Zhu
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2020, 238, 118345
DOI: 10.1016/j.saa.2020.118345

Qikai Ju, Zhen Qiao, Ningning Wei and Yanru Zhang
Dyes and Pigments, 2023, 219, 111518
DOI: 10.1016/j.dyepig.2023.111518

Suman Manna, Simran M. Gupta, Prerona Bora, Arnab Chakraborty, T. Anand Kumar, Siddhesh S. Kamat and Harinath Chakrapani
Angew Chem Int Ed, 2025, 64
DOI: 10.1002/anie.202502917

Fengzao Chen, Deman Han, Yuan Gao, Heng Liu, Shengfu Wang, Fangyu Zhou, Kaibin Li, Siqi Zhang, Wujun Shao and Yanling He
Talanta, 2018, 187, 19
DOI: 10.1016/j.talanta.2018.05.010

Na Yeong Kim, Myung Gil Choi, Kang Min Lee, Sungguan Hong and Suk-Kyu Chang
Dyes and Pigments, 2020, 174, 108034
DOI: 10.1016/j.dyepig.2019.108034

Lujuan Liao, Zhenjie Li, Wei Hu, Yan Huang, Bu-min Liu, Lisheng Wang, Mian Wang and Jianyi Wang
Tetrahedron Letters, 2018, 59, 2683
DOI: 10.1016/j.tetlet.2018.05.083

Ningjiu Zhao, Yang Li, Yan Jia and Peng Li
J. Phys. Chem. C, 2018, 122, 26576
DOI: 10.1021/acs.jpcc.8b06185

M. Ranjana and Dhanya Sunil
Chemico-Biological Interactions, 2022, 363, 110022
DOI: 10.1016/j.cbi.2022.110022

Sameh El Sayed, Michele Milani, Maurizio Licchelli, Ramón Martínez‐Máñez and Félix Sancenón
Chemistry A European J, 2015, 21, 7002
DOI: 10.1002/chem.201500360

Hui-Ying Liu, Miao Zhao, Qing-Long Qiao, Hai-Jing Lang, Jing-Zhe Xu and Zhao-Chao Xu
Chinese Chemical Letters, 2014, 25, 1060
DOI: 10.1016/j.cclet.2014.05.010

Chao Wei , Runyu Wang , Lv Wei , Longhuai Cheng , Zhifei Li, Zhen Xi  and Long Yi 
Chemistry — An Asian Journal, 2014, 9, 3586
DOI: 10.1002/asia.201402808

Changyu Zhang, Shuai Wu, Zhen Xi and Long Yi
Tetrahedron, 2017, 73, 6651
DOI: 10.1016/j.tet.2017.10.020

Benoît Roubinet, Arnaud Chevalier, Pierre‐Yves Renard and Anthony Romieu
Eur J Org Chem, 2015, 2015, 166
DOI: 10.1002/ejoc.201403215

Haley M. Smith and Michael D. Pluth
JACS Au, 2023, 3, 2677
DOI: 10.1021/jacsau.3c00427

Song Chen, Peng Hou and Xiangzhi Song
Sensors and Actuators B: Chemical, 2015, 221, 951
DOI: 10.1016/j.snb.2015.07.020

Keyan Zhou, Yutao Yang, Tingting Zhou, Ming Jin and Caixia Yin
Dyes and Pigments, 2021, 185, 108901
DOI: 10.1016/j.dyepig.2020.108901

Suprakash Biswas, Kaushik Pal, Prashant Kumar and Apurba L. Koner
Sensors and Actuators B: Chemical, 2018, 256, 186
DOI: 10.1016/j.snb.2017.10.061

Jianbin Chao, Miao Xu, Yongbin Zhang, Fangjun Huo, Yaoming Liu, Xiaolu Wang and Caixia Yin
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2019, 214, 227
DOI: 10.1016/j.saa.2019.02.021

Zhong-Yong Xu, Jing Li, Su Guan, Lei Zhang and Chang-Zhi Dong
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2015, 148, 7
DOI: 10.1016/j.saa.2015.03.130

Matthew D. Hammers, Michael J. Taormina, Matthew M. Cerda, Leticia A. Montoya, Daniel T. Seidenkranz, Raghuveer Parthasarathy and Michael D. Pluth
J. Am. Chem. Soc., 2015, 137, 10216
DOI: 10.1021/jacs.5b04196

Yue Wang, Xin Lv and Wei Guo
Dyes and Pigments, 2017, 139, 482
DOI: 10.1016/j.dyepig.2016.12.051

Gyeongjin Kim, Dongkyun Gil, Jae Jun Lee, Jiwon Kim, Ki-Tae Kim and Cheal Kim
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2022, 276, 121207
DOI: 10.1016/j.saa.2022.121207

Miao Li, Na Kang, Caihong Zhang, Wenting Liang, Guomei Zhang, Jinping Jia, Qingjia Yao, Shaomin Shuang and Chuan Dong
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2019, 222, 117262
DOI: 10.1016/j.saa.2019.117262

Zongcheng Wang, Yuting Li, Qin Zhang, Chengyu Jing, Yuren Jiang, Tingting Yang, Ting Han and Fangjiao Xiong
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2023, 293, 122428
DOI: 10.1016/j.saa.2023.122428

Bo Peng and Ming Xian
Asian J Org Chem, 2014, 3, 914
DOI: 10.1002/ajoc.201402064

Huatang Zhang, Yusheng Xie, Ping Wang, Ganchao Chen, Ruochuan Liu, Yun-Wah Lam, Yi Hu, Qing Zhu and Hongyan Sun
Talanta, 2015, 135, 149
DOI: 10.1016/j.talanta.2014.12.044

Jiamin Wang, Hui Yu, Qian Li and Shijun Shao
Talanta, 2015, 144, 763
DOI: 10.1016/j.talanta.2015.07.026

Jian Zhang, Xin Ji, Junliang Zhou, Zhongjian Chen, Xiaochun Dong and Weili Zhao
Sensors and Actuators B: Chemical, 2018, 257, 1076
DOI: 10.1016/j.snb.2017.10.133

Jeremy P. Bard, Audrey K. MacNair, Tiyaba J. Jamil and Hayley E. Covington
ACS Omega, 2025, 10, 50308
DOI: 10.1021/acsomega.5c07309

Suman Manna, Ragini Agrawal, Tarun Yadav, T. Anand Kumar, Pooja Kumari, Aadishakti Dalai, Shaunak Kanade, Nagaraj Balasubramanian, Amit Singh and Harinath Chakrapani
Angewandte Chemie, 2024, 136
DOI: 10.1002/ange.202411133

Chanwoo Song, Jae Jun Lee, Sooseong Lee, Yun-Seo Lee, Otgontsetseg Batsaikhan and Cheal Kim
Journal of Food Composition and Analysis, 2026, 151, 108920
DOI: 10.1016/j.jfca.2026.108920

Long Yi, Lv Wei, Runyu Wang, Changyu Zhang, Jie Zhang, Tianwei Tan and Zhen Xi
Chemistry A European J, 2015, 21, 15167
DOI: 10.1002/chem.201502832

Yuting Du, Hongliang Wang, Ting Zhang, Wei Wen, Zhiying Li, Minjie Bi and Juan Liu
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2022, 265, 120390
DOI: 10.1016/j.saa.2021.120390

Lihui Zhai, Zhanglin Shi, Yayi Tu and Shouzhi Pu
Dyes and Pigments, 2019, 165, 164
DOI: 10.1016/j.dyepig.2019.02.010

Haiyan Zhang, Shuanghong Xue and Guoqiang Feng
Sensors and Actuators B: Chemical, 2016, 231, 752
DOI: 10.1016/j.snb.2016.03.069

Chao Wei, Runyu Wang, Changyu Zhang, Guoce Xu, Yanyan Li, Qiang‐Zhe Zhang, Lu‐Yuan Li, Long Yi and Zhen Xi
Chemistry — An Asian Journal, 2016, 11, 1376
DOI: 10.1002/asia.201600262

Mingzhe Jin, Lili Huang, Ying Tang, Guirong Wang, Zhiyong Ma, Zhiqin Yuan and Chao Lu
Sensors and Actuators B: Chemical, 2019, 297, 126748
DOI: 10.1016/j.snb.2019.126748

Song Chen, Peng Hou, Jing Wang, Shuang Fu and Lei Liu
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2018, 203, 258
DOI: 10.1016/j.saa.2018.05.108

Yuwen Men, Zhifei Li, Jie Zhang, Zizheng Tong, Zhen Xi, Xianbo Qiu and Long Yi
Tetrahedron Letters, 2015, 56, 5781
DOI: 10.1016/j.tetlet.2015.08.073

Shiguo Wang, Suying Xu, Gaofei Hu, Xilin Bai, Tony D. James and Leyu Wang
Anal. Chem., 2016, 88, 1434
DOI: 10.1021/acs.analchem.5b04194

Preeti Chauhan, Prerona Bora, Govindan Ravikumar, Swetha Jos and Harinath Chakrapani
Org. Lett., 2017, 19, 62
DOI: 10.1021/acs.orglett.6b03336

Zhentao Zhu, Wei Liu, Longhuai Cheng, Zhifei Li, Zhen Xi and Long Yi
Tetrahedron Letters, 2015, 56, 3909
DOI: 10.1016/j.tetlet.2015.04.117

Changyu Zhang, Runyu Wang, Longhuai Cheng, Bingjie Li, Zhen Xi and Long Yi
Sci Rep, 2016, 6
DOI: 10.1038/srep30148

Yan Huang, Changyu Zhang, Zhen Xi and Long Yi
Tetrahedron Letters, 2016, 57, 1187
DOI: 10.1016/j.tetlet.2016.02.017

Ismail Ismail, Dawei Wang, Zhenghua Wang, Dan Wang, Changyu Zhang, Long Yi and Zhen Xi
Dyes and Pigments, 2019, 163, 700
DOI: 10.1016/j.dyepig.2018.12.064

Biao Gu, Naxiu Mi, Youyu Zhang, Pen Yin, Haitao Li and Shouzhuo Yao
Analytica Chimica Acta, 2015, 879, 85
DOI: 10.1016/j.aca.2015.03.017

Song Chen, Hongmei Li and Peng Hou
Sensors and Actuators B: Chemical, 2018, 256, 1086
DOI: 10.1016/j.snb.2017.10.052

Andrea K. Steiger, Yu Zhao and Michael D. Pluth
Antioxidants & Redox Signaling, 2018, 28, 1516
DOI: 10.1089/ars.2017.7119

Junmei Fan, Enrui Wu, Jinlong Dong, Ruitao Zhu, Meiqin Li, Jiangning Gao, Hongfei Han and Liping Ding
Colloids and Surfaces A: Physicochemical and Engineering Aspects, 2021, 616, 126299
DOI: 10.1016/j.colsurfa.2021.126299