{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T00:46:08Z","timestamp":1760143568750,"version":"build-2065373602"},"reference-count":60,"publisher":"MDPI AG","issue":"3","license":[{"start":{"date-parts":[[2024,2,4]],"date-time":"2024-02-04T00:00:00Z","timestamp":1707004800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Guangdong Province Key Field R&amp;D Program","award":["2020B1111020005","2020BCA080"],"award-info":[{"award-number":["2020B1111020005","2020BCA080"]}]},{"name":"Key R&amp;D Program of Hubei Province","award":["2020B1111020005","2020BCA080"],"award-info":[{"award-number":["2020B1111020005","2020BCA080"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Surface currents obtained from the high-frequency surface-wave radars (HFSWRs) installed along the coast of Fujian Province are utilized to characterize submesoscale eddies in the southwestern Taiwan Strait from 29 January to 26 March 2013. The algorithm based on vector geometry (VG) has been applied to datasets and a total of 414 (161 anticyclonic and 253 cyclonic eddies) were obtained. Eddies with both rotations had a relatively short lifespan (\u22643.7 h), and their radii were in the range of 5\u201322.5 km. Eddies with a lifespan of over 30 minutes were more likely to occur north of the Taiwan Strait shoals and move eastward or northeastward. The deviation of moving directions of eddies with a moving distance of more than 20 km was within 18\u00b0. Moreover, eddies could hardly hold their original forms with cyclones extending in the east-west and compressing in the north-south direction, and anticyclones were the opposite. The vorticity and strain rate were proportional to the square of the energy intensity (EI). This study shows that the array HFSWRs have a strong capability to observe short-lived submesoscale eddies.<\/jats:p>","DOI":"10.3390\/rs16030589","type":"journal-article","created":{"date-parts":[[2024,2,5]],"date-time":"2024-02-05T09:31:58Z","timestamp":1707125518000},"page":"589","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Submesoscale Short-Lived Eddies in the Southwestern Taiwan Strait Observed by High-Frequency Surface-Wave Radars"],"prefix":"10.3390","volume":"16","author":[{"given":"Hong","family":"Zhao","sequence":"first","affiliation":[{"name":"Electronic Information School, Wuhan University, Wuhan 430072, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5733-9601","authenticated-orcid":false,"given":"Xianchang","family":"Yue","sequence":"additional","affiliation":[{"name":"Electronic Information School, Wuhan University, Wuhan 430072, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9894-7889","authenticated-orcid":false,"given":"Li","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Meteorology and Oceanography, National University of Defense Technology, Changsha 410073, China"}]},{"given":"Xiongbin","family":"Wu","sequence":"additional","affiliation":[{"name":"Electronic Information School, Wuhan University, Wuhan 430072, China"}]},{"given":"Zhangyou","family":"Chen","sequence":"additional","affiliation":[{"name":"Electronic Information School, Wuhan University, Wuhan 430072, China"}]}],"member":"1968","published-online":{"date-parts":[[2024,2,4]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"361","DOI":"10.1017\/S0022112090002981","article-title":"The Vortices of Two-Dimensional Turbulence","volume":"219","author":"Mcwilliams","year":"1990","journal-title":"J. Fluid Mech."},{"key":"ref_2","doi-asserted-by":"crossref","unstructured":"Doglioli, A.M., Blanke, B., Speich, S., and Lapeyre, G. (2007). Tracking Coherent Structures in a Regional Ocean Model with Wavelet Analysis: Application to Cape Basin Eddies. J. Geophys. Res. Ocean., 112.","DOI":"10.1029\/2006JC003952"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"6673","DOI":"10.1029\/2018JC014847","article-title":"Eddy-Induced Transport of Saline Kuroshio Water into the Northern South China Sea","volume":"124","author":"Yang","year":"2019","journal-title":"JGR Ocean."},{"key":"ref_4","doi-asserted-by":"crossref","unstructured":"Bassin, C.J., Washburn, L., Brzezinski, M., and McPhee-Shaw, E. (2005). Sub-Mesoscale Coastal Eddies Observed by High Frequency Radar: A New Mechanism for Delivering Nutrients to Kelp Forests in the Southern California Bight: COASTAL EDDIES. Geophys. Res. Lett., 32.","DOI":"10.1029\/2005GL023017"},{"key":"ref_5","first-page":"17","article-title":"Submesoscale Processes and Dynamics","volume":"Volume 177","author":"Hecht","year":"2008","journal-title":"Geophysical Monograph Series"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1016\/j.dsr.2011.11.006","article-title":"Heat, Salt and Volume Transports by Eddies in the Vicinity of the Luzon Strait","volume":"61","author":"Wang","year":"2012","journal-title":"Deep Sea Res. Part I Oceanogr. Res. Pap."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"e2020EF001857","DOI":"10.1029\/2020EF001857","article-title":"How Much Heat and Salt Are Transported into the South China Sea by Mesoscale Eddies?","volume":"9","author":"Yang","year":"2021","journal-title":"Earth\u2019s Future"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1175\/2007JPO3671.1","article-title":"Mesoscale to Submesoscale Transition in the California Current System. Part I: Flow Structure, Eddy Flux, and Observational Tests","volume":"38","author":"Capet","year":"2008","journal-title":"J. Phys. Oceanogr."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"150028","DOI":"10.1038\/sdata.2015.28","article-title":"A Daily Global Mesoscale Ocean Eddy Dataset from Satellite Altimetry","volume":"2","author":"Faghmous","year":"2015","journal-title":"Sci. Data"},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"2645","DOI":"10.1175\/JPO-D-15-0191.1","article-title":"The Occurrence, Drivers, and Implications of Submesoscale Eddies on the Martha\u2019s Vineyard Inner Shelf","volume":"46","author":"Kirincich","year":"2016","journal-title":"J. Phys. Oceanogr."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"e2022JC018987","DOI":"10.1029\/2022JC018987","article-title":"Heat Transport by Mesoscale Eddies in the Norwegian and Greenland Seas","volume":"128","author":"Bashmachnikov","year":"2023","journal-title":"J. Geophys. Res. Ocean."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.dsr.2015.01.007","article-title":"Three-Dimensional Properties of Mesoscale Eddies in the South China Sea Based on Eddy-Resolving Model Output","volume":"99","author":"Lin","year":"2015","journal-title":"Deep Sea Res. Part I Oceanogr. Res. Pap."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"e2019GL086510","DOI":"10.1029\/2019GL086510","article-title":"Cascade of Internal Wave Energy Catalyzed by Eddy-Topography Interactions in the Deep South China Sea","volume":"47","author":"Hu","year":"2020","journal-title":"Geophys. Res. Lett."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"e2020GL087034","DOI":"10.1029\/2020GL087034","article-title":"The Linkage of Kuroshio Intrusion and Mesoscale Eddy Variability in the Northern South China Sea: Subsurface Speed Maximum","volume":"47","author":"Wang","year":"2020","journal-title":"Geophys. Res. Lett."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"e2021JC017512","DOI":"10.1029\/2021JC017512","article-title":"Meander Response of the Kuroshio in the East China Sea to Impinging Eddies","volume":"126","author":"Shi","year":"2021","journal-title":"JGR Ocean."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"976273","DOI":"10.3389\/fmars.2022.976273","article-title":"A Lens-Shaped, Cold-Core Anticyclonic Surface Eddy in the Northern South China Sea","volume":"9","author":"Qi","year":"2022","journal-title":"Front. Mar. Sci."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1007\/s13131-021-1770-x","article-title":"Three-Dimensional Properties of Mesoscale Cyclonic Warm-Core and Anticyclonic Cold-Core Eddies in the South China Sea","volume":"40","author":"Sun","year":"2021","journal-title":"Acta Oceanol. Sin."},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"Ismoyo, D. (2013, January 8\u201311). Potential for Cross-Taiwan Strait Transmission System Development. Proceedings of the 2013 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Kowloon, Hong Kong.","DOI":"10.1109\/APPEEC.2013.6837243"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1080\/19425120.2017.1317680","article-title":"Impact of Fishing Exploitation and Climate Change on the Grey Mullet Mugil Cephalus Stock in the Taiwan Strait","volume":"9","author":"Lan","year":"2017","journal-title":"Mar. Coast. Fish."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"743","DOI":"10.1111\/1468-0351.00098","article-title":"The Impact of China\u2019s WTO Accession on Trade and Economic Relations across the Taiwan Strait","volume":"9","author":"Wang","year":"2001","journal-title":"Econ. Transit."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1007\/BF02110430","article-title":"A Note on the Driving Mechanisms of Current in the Taiwan Strait","volume":"42","author":"Chuangt","year":"1986","journal-title":"J. Oceanogr."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"2006JC003656","DOI":"10.1029\/2006JC003656","article-title":"Water Mass and Throughflow Transport Variability in the Taiwan Strait","volume":"111","author":"Jan","year":"2006","journal-title":"J. Geophys. Res."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1023\/A:1011122703552","article-title":"Nutrient Fluxes through the Taiwan Strait in Spring and Summer 1999","volume":"57","author":"Chung","year":"2001","journal-title":"J. Oceanogr."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"591","DOI":"10.1007\/s10872-010-0049-1","article-title":"Review on Current and Seawater Volume Transport through the Taiwan Strait","volume":"66","author":"Hu","year":"2010","journal-title":"J. Oceanogr."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"CO5002:1","DOI":"10.1029\/2010JC006790","article-title":"Three Long-Lived Anticyclonic Eddies in the Northern South China Sea","volume":"116","author":"Nan","year":"2011","journal-title":"J. Geophys. Res. Ocean."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"1469","DOI":"10.1016\/S0967-0637(98)00026-0","article-title":"Anticyclonic Rings from the Kuroshio in the South China Sea","volume":"45","author":"Li","year":"1998","journal-title":"Deep Sea Res. Part I Oceanogr. Res. Pap."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1016\/j.pocean.2011.01.002","article-title":"Global Observations of Nonlinear Mesoscale Eddies","volume":"91","author":"Chelton","year":"2011","journal-title":"Prog. Oceanogr."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1002\/2016JC012256","article-title":"Coherent Mesoscale Eddies in the North Atlantic Subtropical Gyre: 3-D Structure and Transport with Application to the Salinity Maximum","volume":"122","author":"Amores","year":"2017","journal-title":"J. Geophys. Res. Ocean."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"1416","DOI":"10.1002\/2016JC012420","article-title":"Signature of Mesoscale Eddies in Satellite Sea Surface Salinity Data","volume":"122","author":"Melnichenko","year":"2017","journal-title":"J. Geophys. Res. Ocean."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1175\/JPO-D-14-0032.1","article-title":"Satellite Observations of Mesoscale Eddy-Induced Ekman Pumping","volume":"45","author":"Gaube","year":"2015","journal-title":"J. Phys. Oceanogr."},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Chavanne, C.P., and Klein, P. (2010). Can Oceanic Submesoscale Processes Be Observed with Satellite Altimetry?. Geophys. Res. Lett., 37.","DOI":"10.1029\/2010GL045057"},{"key":"ref_32","doi-asserted-by":"crossref","unstructured":"Pomales-Vel\u00e1zquez, L., Morell, J., Rodriguez-Abudo, S., Canals, M., Capella, J., and Garcia, C. (2015, January 19\u201322). Characterization of Mesoscale Eddies and Detection of Submesoscale Eddies Derived from Satellite Imagery and HF Radar off the Coast of Southwestern Puerto Rico. Proceedings of the OCEANS 2015-MTS\/IEEE Washington, Washington, DC, USA.","DOI":"10.23919\/OCEANS.2015.7404612"},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"5044","DOI":"10.1109\/JSTARS.2016.2585179","article-title":"Mesoscale Eddies in the Western Bay of Bengal as Observed from Satellite Altimetry in 1993\u20132014: Statistical Characteristics, Variability and Three-Dimensional Properties","volume":"9","author":"Dandapat","year":"2016","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"101107","DOI":"10.1016\/j.dynatmoce.2019.101107","article-title":"Characteristics and Evolution of a Coastal Mesoscale Eddy in the Western Bay of Bengal Monitored by High-Frequency Radars","volume":"88","author":"Mandal","year":"2019","journal-title":"Dyn. Atmos. Ocean."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"1639","DOI":"10.1016\/j.csr.2010.06.011","article-title":"Observations of Submesoscale Eddies Using High-Frequency Radar-Derived Kinematic and Dynamic Quantities","volume":"30","author":"Kim","year":"2010","journal-title":"Cont. Shelf Res."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"105220","DOI":"10.1016\/j.dsr2.2022.105220","article-title":"Submesoscale Eddies in Eastern Guangdong Identified Using High-Frequency Radar Observations","volume":"207","author":"Huang","year":"2023","journal-title":"Deep Sea Res. Part II Top. Stud. Oceanogr."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"e2023JC019914","DOI":"10.1029\/2023JC019914","article-title":"The Occurrence, Variability, and Potential Drivers of Submesoscale Eddies in the Southern California Bight Based on a Decade of High-Frequency Radar Observations","volume":"128","author":"Payandeh","year":"2023","journal-title":"J. Geophys. Res. Ocean."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"449","DOI":"10.1109\/JOE.2016.2572818","article-title":"Surface Current Characteristics in the Taiwan Strait Observed by High-Frequency Radars","volume":"42","author":"Lai","year":"2017","journal-title":"IEEE J. Ocean. Eng."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"971","DOI":"10.1007\/s11802-014-2314-1","article-title":"Spatial Distribution Characteristics of Surface Tidal Currents in the Southwest of Taiwan Strait","volume":"13","author":"Shen","year":"2014","journal-title":"J. Ocean Univ. China"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"e2020JC016586","DOI":"10.1029\/2020JC016586","article-title":"Wintertime Variability of Currents in the Southwestern Taiwan Strait","volume":"126","author":"Wang","year":"2021","journal-title":"J. Geophys. Res. Ocean."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"939","DOI":"10.1175\/JTECH-D-16-0160.1","article-title":"Submesoscale Eddies in the Taiwan Strait Observed by High-Frequency Radars: Detection Algorithms and Eddy Properties","volume":"34","author":"Lai","year":"2017","journal-title":"J. Atmos. Ocean. Technol."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"624","DOI":"10.1109\/JOE.2020.2986175","article-title":"Submesoscale Eddies Observation Using High-Frequency Radars: A Case Study in the Northern South China Sea","volume":"46","author":"Liu","year":"2021","journal-title":"IEEE J. Ocean. Eng."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1016\/S0097-8493(00)00029-7","article-title":"Detection, Quantification, and Tracking of Vortices Using Streamline Geometry","volume":"24","author":"Post","year":"2000","journal-title":"Comput. Graph."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"1167","DOI":"10.1175\/JTECH-D-10-05028.1","article-title":"A Scheme to Identify Loops from Tracks of Oceanic Surface Drifters: An Application in the Kuroshio Extension Region","volume":"28","author":"Dong","year":"2011","journal-title":"J. Atmos. Ocean. Technol."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"564","DOI":"10.1175\/2009JTECHO725.1","article-title":"A Vector Geometry\u2013Based Eddy Detection Algorithm and Its Application to a High-Resolution Numerical Model Product and High-Frequency Radar Surface Velocities in the Southern California Bight","volume":"27","author":"Nencioli","year":"2010","journal-title":"J. Atmos. Ocean. Technol."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"445","DOI":"10.1016\/0011-7471(70)90059-8","article-title":"Horizontal Dispersion of Floatable Particles in the Vicinity of Velocity Singularities Such as Convergences","volume":"17","author":"Okubo","year":"1970","journal-title":"Deep Sea Res. Oceanogr. Abstr."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1016\/0167-2789(91)90088-Q","article-title":"The Dynamics of Enstrophy Transfer in Two-Dimensional Hydrodynamics","volume":"48","author":"Weiss","year":"1991","journal-title":"Phys. D Nonlinear Phenom."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1016\/j.pocean.2008.10.013","article-title":"Mesoscale Eddies off Peru in Altimeter Records: Identification Algorithms and Eddy Spatio-Temporal Patterns","volume":"79","author":"Chaigneau","year":"2008","journal-title":"Prog. Oceanogr."},{"key":"ref_49","doi-asserted-by":"crossref","unstructured":"Liu, F., Zhou, H., Huang, W., Tian, Y., and Wen, B. (2021). Cross-Domain Submesoscale Eddy Detection Neural Network for HF Radar. Remote Sens., 13.","DOI":"10.3390\/rs13132441"},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"2040121","DOI":"10.1142\/S0217979220401219","article-title":"Flow Structure Segmentation for Vortex Identification Using Butterfly Convolutional Neural Networks","volume":"34","author":"Ye","year":"2020","journal-title":"Int. J. Mod. Phys. B"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"3964","DOI":"10.1002\/2016JC012171","article-title":"Characterizing Frontal Eddies along the East Australian Current from HF Radar Observations","volume":"122","author":"Schaeffer","year":"2017","journal-title":"J. Geophys. Res. Ocean."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"1303","DOI":"10.1109\/LGRS.2017.2709816","article-title":"A New Algorithm for Surface Currents Inversion With High-Frequency Over-the-Horizon Radar","volume":"14","author":"Li","year":"2017","journal-title":"IEEE Geosci. Remote Sens. Lett."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"5123","DOI":"10.1109\/TGRS.2017.2702394","article-title":"Extraction of Wind Direction Spreading Factor From Broad-Beam High-Frequency Surface Wave Radar Data","volume":"55","author":"Li","year":"2017","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"1788","DOI":"10.1109\/LAWP.2023.3264510","article-title":"Measurement and Analysis of Antenna Pattern for MIMO HF Surface Wave Radar","volume":"22","author":"Wang","year":"2023","journal-title":"IEEE Antennas Wirel. Propag. Lett."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"1682","DOI":"10.1109\/LGRS.2014.2305800","article-title":"Observations of the Second-Harmonic Peaks from the Sea Surface with High-Frequency Radars","volume":"11","author":"Zhou","year":"2014","journal-title":"IEEE Geosci. Remote Sens. Lett."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"489","DOI":"10.1002\/cjg2.3366","article-title":"Ocean Surface Current Detection by HF Surface Wave Radar at the Eastern China Sea","volume":"46","author":"Wu","year":"2003","journal-title":"Chin. J. Geophys."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"1403","DOI":"10.1175\/JTECH-D-19-0130.1","article-title":"Assessment of HF Radar in Mapping Surface Currents under Different Sea States","volume":"37","author":"Wei","year":"2020","journal-title":"J. Atmos. Ocean. Technol."},{"key":"ref_58","first-page":"C06018","article-title":"Mesoscale Eddies in the South China Sea: Mean Properties, Spatiotemporal Variability, and Impact on Thermohaline Structure","volume":"116","author":"Chen","year":"2011","journal-title":"J. Geophys. Res."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"1508","DOI":"10.1002\/jgrc.20151","article-title":"Kuroshio-Induced Wake in the Lee of Green Island off Taiwan","volume":"118","author":"Chang","year":"2013","journal-title":"J. Geophys. Res. Ocean."},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"5669","DOI":"10.1029\/2017JC013501","article-title":"Numerical Studies of Submesoscale Island Wakes in the Kuroshio","volume":"123","author":"Liu","year":"2018","journal-title":"J. Geophys. Res. Ocean."}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/16\/3\/589\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T13:54:46Z","timestamp":1760104486000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/16\/3\/589"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,2,4]]},"references-count":60,"journal-issue":{"issue":"3","published-online":{"date-parts":[[2024,2]]}},"alternative-id":["rs16030589"],"URL":"https:\/\/doi.org\/10.3390\/rs16030589","relation":{},"ISSN":["2072-4292"],"issn-type":[{"type":"electronic","value":"2072-4292"}],"subject":[],"published":{"date-parts":[[2024,2,4]]}}}