{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T10:52:31Z","timestamp":1784026351890,"version":"3.55.0"},"reference-count":61,"publisher":"MDPI AG","issue":"18","license":[{"start":{"date-parts":[[2020,9,14]],"date-time":"2020-09-14T00:00:00Z","timestamp":1600041600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Key Project of National Natural Science Foundation of China","award":["51639001"],"award-info":[{"award-number":["51639001"]}]},{"name":"Joint Funds of the National Natural Science Foundation of China","award":["U1806217"],"award-info":[{"award-number":["U1806217"]}]},{"name":"Interdisciplinary Research Funds of Beijing Normal University","award":["N.A."],"award-info":[{"award-number":["N.A."]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Rapid invasion of Spartina alterniflora in coastal wetlands throughout the world has attracted much attention. Some field and imagery evidence has shown that the landward invasion of S. alterniflora follows the tidal channel networks as the main pathway. However, the specific patterns and processes of its invasion in salt marshes in relation to tidal channel networks are still unclear. Based on yearly satellite images from 2010 to 2018, we studied the patterning relationship between tidal channel networks and the invasion of S. alterniflora at the south bank of the Yellow River Estuary (SBYRE). At the landscape (watershed and cross-watershed) scale, we analyzed the correlation between proxies of tidal channel network drainage efficiency (unchanneled flow lengths (UFL), overmarsh path length (OPL), and tidal channels density (TCD)) and spatial distribution of S. alterniflora. At the local (channel) scale, we examined the area and number of patches of S. alterniflora in different distance buffer zones outward from the tidal channels. Our results showed that, overall, the invasion of S. alterniflora had a strong association with tidal channel networks. Watershed with higher drainage efficiency (smaller OPL) attained larger S. alterniflora area, and higher-order (third-order and above) channels tended to be the main pathway of S. alterniflora invasion. At the local scale, the total area of S. alterniflora in each distance buffer zones increased with distance within 15 m from the tidal channels, whereas the number of patches decreased with distance as expansion stabilized. Overall, the S. alterniflora area within 30 m from the tidal channels remained approximately 14% of its entire distribution throughout the invasion. The results implicated that early control of S. alterniflora invasion should pay close attention to higher-order tidal channels as the main pathway<\/jats:p>","DOI":"10.3390\/rs12182983","type":"journal-article","created":{"date-parts":[[2020,9,14]],"date-time":"2020-09-14T09:04:53Z","timestamp":1600074293000},"page":"2983","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":27,"title":["How Does Spartina alterniflora Invade in Salt Marsh in Relation to Tidal Channel Networks? Patterns and Processes"],"prefix":"10.3390","volume":"12","author":[{"given":"Limin","family":"Sun","sequence":"first","affiliation":[{"name":"State Key Laboratory of Water Environment Simulation &amp; School of Environment, Beijing Normal University, Beijing 100875, China"},{"name":"Yellow River Estuary Wetland Ecosystem Observation and Research Station, Ministry of Education, Dongying 257500, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dongdong","family":"Shao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Water Environment Simulation &amp; School of Environment, Beijing Normal University, Beijing 100875, China"},{"name":"Yellow River Estuary Wetland Ecosystem Observation and Research Station, Ministry of Education, Dongying 257500, China"},{"name":"Tang Scholar, Beijing Normal University, Beijing 100875, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tian","family":"Xie","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Water Environment Simulation &amp; School of Environment, Beijing Normal University, Beijing 100875, China"},{"name":"Yellow River Estuary Wetland Ecosystem Observation and Research Station, Ministry of Education, Dongying 257500, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weilun","family":"Gao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Water Environment Simulation &amp; School of Environment, Beijing Normal University, Beijing 100875, China"},{"name":"Yellow River Estuary Wetland Ecosystem Observation and Research Station, Ministry of Education, Dongying 257500, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1245-7716","authenticated-orcid":false,"given":"Xu","family":"Ma","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Water Environment Simulation &amp; School of Environment, Beijing Normal University, Beijing 100875, China"},{"name":"Yellow River Estuary Wetland Ecosystem Observation and Research Station, Ministry of Education, Dongying 257500, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhonghua","family":"Ning","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Water Environment Simulation &amp; School of Environment, Beijing Normal University, Beijing 100875, China"},{"name":"Yellow River Estuary Wetland Ecosystem Observation and Research Station, Ministry of Education, Dongying 257500, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Baoshan","family":"Cui","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Water Environment Simulation &amp; School of Environment, Beijing Normal University, Beijing 100875, China"},{"name":"Yellow River Estuary Wetland Ecosystem Observation and Research Station, Ministry of Education, Dongying 257500, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2020,9,14]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1146\/annurev-ecolsys-110512-135803","article-title":"Ecological and evolutionary misadventures of spartina","volume":"44","author":"Strong","year":"2013","journal-title":"Ann. Rev. Ecol. Evol. Syst."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1016\/j.ecoleng.2018.03.015","article-title":"Productivity of invasive saltmarsh plant Spartina alterniflora along the coast of China: A meta-analysis","volume":"117","author":"Zheng","year":"2018","journal-title":"Ecol. Eng."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"e02565","DOI":"10.1002\/ecs2.2565","article-title":"Native herbivores enhance the resistance of an anthropogenically disturbed salt marsh to Spartina alterniflora invasion","volume":"10","author":"Ning","year":"2019","journal-title":"Ecosphere"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/0006-3207(96)00017-1","article-title":"Status, prediction and prevention of introduced cordgrass Spartina spp. invasions in Pacific estuaries, USA","volume":"78","author":"Daehler","year":"1996","journal-title":"Biol. Conserv."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1016\/j.ecss.2010.03.015","article-title":"The range expansion patterns of Spartina alterniflora on salt marshes in the Yangtze Estuary, China","volume":"88","author":"Xiao","year":"2010","journal-title":"Estuar. Coast. Shelf Sci."},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Davis, H.G., Taylor, C.M., Civille, J.C., and Strong, D.R. (2004). An Allee effect at the front of a plant invasion: Spartina in a Pacific estuary. J. Ecol., 321\u2013327.","DOI":"10.1111\/j.0022-0477.2004.00873.x"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"1886","DOI":"10.1890\/06-0822.1","article-title":"Nitrogen inputs promote the spread of an invasive marsh grass","volume":"17","author":"Tyler","year":"2007","journal-title":"Ecol. Appl."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1111\/j.1461-0248.2009.01409.x","article-title":"Avoidance by grazers facilitates spread of an invasive hybrid plant","volume":"13","author":"Grosholz","year":"2010","journal-title":"Ecol. Lett."},{"key":"ref_9","unstructured":"Marani, M., Silverstri, S., Belluco, E., Camuffo, M., D\u2019Alpaos, A., Lanzoni, S., Marani, A., and Rinaldo, A. (2003, January 21\u201325). Patterns in tidal environments: Salt-marsh channel networks and vegetation. in IGARSS. Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IEEE Cat. No. 03CH37477), Toulouse, France."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"544","DOI":"10.1080\/00330124.2013.820617","article-title":"Tidal creek morphology and sediment type influence spatial trends in salt marsh vegetation","volume":"65","author":"Kim","year":"2013","journal-title":"Prof. Geogr."},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Zhu, X., Meng, L., Zhang, Y., Weng, Q., and Morris, J. (2019). Tidal and meteorological influences on the growth of invasive spartina alterniflora: Evidence from UAV remote sensing. Remote Sens., 11.","DOI":"10.3390\/rs11101208"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1016\/j.ecss.2018.08.027","article-title":"The relationship between inundation duration and Spartina alterniflora growth along the Jiangsu coast, China","volume":"213","author":"Li","year":"2018","journal-title":"Estuar. Coast. Shelf Sci."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"2047","DOI":"10.1002\/esp.3971","article-title":"On the potential of plant species invasion influencing bio-geomorphologic landscape formation in salt marshes","volume":"41","author":"Schwarz","year":"2016","journal-title":"Earth Surf. Process. Landf."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"161","DOI":"10.3354\/meps180161","article-title":"Patterns of development in the creekbank region of a barrier island Spartina alterniflora marsh","volume":"180","author":"Tyler","year":"1999","journal-title":"Mar. Ecol. Prog. Ser."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"e2157","DOI":"10.1002\/eco.2157","article-title":"Modelling long-distance floating seed dispersal in salt marsh tidal channels","volume":"13","author":"Shi","year":"2020","journal-title":"Ecohydrology"},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"1137","DOI":"10.3732\/ajb.94.7.1137","article-title":"Hydrochory as a determinant of genetic distribution of seeds within Hibiscus moscheutos (Malvaceae) populations","volume":"94","author":"Shimamura","year":"2007","journal-title":"Am. J. Bot."},{"key":"ref_17","doi-asserted-by":"crossref","unstructured":"Van der Stocken, T., Vanschoenwinkel, B., de Ryck, D.J., Bouma, T.J., Dahdouh-Guebas, F., and Koedam, N. (2015). Interaction between water and wind as a driver of passive dispersal in mangroves. PLoS ONE, 10.","DOI":"10.1371\/journal.pone.0121593"},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"e01982","DOI":"10.1002\/ecs2.1982","article-title":"Maintenance of salt barrens inhibited landward invasion of Spartina species in salt marshes","volume":"8","author":"Qi","year":"2017","journal-title":"Ecosphere"},{"key":"ref_19","first-page":"5413","article-title":"Recognition of spatial expansion patterns of invasive Spartina alterniflora and simulation of the resulting landscape-changes","volume":"38","author":"Wang","year":"2018","journal-title":"Acta Ecol. Sin."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1023\/A:1007961516096","article-title":"Geostatistical scaling of canopy water content in a California salt marsh","volume":"13","author":"Sanderson","year":"1998","journal-title":"Landsc. Ecol."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1007\/s13131-016-0831-z","article-title":"The spatial relationship between salt marsh vegetation patterns, soil elevation and tidal channels using remote sensing at Chongming Dongtan Nature Reserve, China","volume":"35","author":"Zheng","year":"2016","journal-title":"Acta Oceanol. Sin."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"435","DOI":"10.1007\/BF02823719","article-title":"Does phragmites expansion alter the structure and function of marsh landscapes? Patterns and processes revisited","volume":"26","author":"Lathrop","year":"2003","journal-title":"Estuaries"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1023\/A:1009882110988","article-title":"The influence of tidal channels on the distribution of salt marsh plant species in Petaluma Marsh, CA, USA","volume":"146","author":"Sanderson","year":"2000","journal-title":"Plant Ecol."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"243","DOI":"10.3389\/fmars.2017.00243","article-title":"Vegetation development in a tidal marsh restoration project during a historic drought: A remote sensing approach","volume":"4","author":"Chapple","year":"2017","journal-title":"Front. Mar. Sci."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/j.ecoleng.2012.01.012","article-title":"Trajectory of early tidal marsh restoration: Elevation, sedimentation and colonization of breached salt ponds in the northern San Francisco bay","volume":"42","author":"Brand","year":"2012","journal-title":"Ecol. Eng."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"1287","DOI":"10.1007\/s10021-010-9385-7","article-title":"Relationship of salt marsh vegetation zonation to spatial patterns in soil moisture, salinity, and topography","volume":"13","author":"Moffett","year":"2010","journal-title":"Ecosystems"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"12287","DOI":"10.1038\/ncomms12287","article-title":"Salt marsh vegetation promotes efficient tidal channel networks","volume":"7","author":"Kearney","year":"2016","journal-title":"Nat. Commun."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1016\/S0304-3800(01)00253-8","article-title":"A simple empirical model of salt marsh plant spatial distributions with respect to a tidal channel network","volume":"139","author":"Sanderson","year":"2001","journal-title":"Ecol. Modell."},{"key":"ref_29","first-page":"400","article-title":"Effection of tidal creek system on the expansion of the invasive Spartina in the coastal wetland of Yancheng","volume":"34","author":"Hou","year":"2014","journal-title":"Acta Ecol. Sin."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1016\/j.rse.2017.11.012","article-title":"Parametrizing tidal creek morphology in mature saltmarshes using semi automated extraction from lidar","volume":"209","author":"Chirol","year":"2018","journal-title":"Remote Sens. Environ."},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Marani, M., Belluco, E., D\u2019Alpaos, A., Defina, A., Lanzoni, S., and Rinaldo, A. (2003). On the drainage density of tidal networks. Water Resour. Res., 39.","DOI":"10.1029\/2001WR001051"},{"key":"ref_32","first-page":"285","article-title":"Landscape ecology of phragmites australis invasion in networks of linear wetlands","volume":"22","year":"2006","journal-title":"Landsc. Ecol."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1007\/s10750-018-3589-9","article-title":"Management of soil thresholds for seedling emergence to re-establish plant species on bare flats in coastal salt marshes","volume":"827","author":"Xie","year":"2019","journal-title":"Hydrobiologia"},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1016\/j.jhydrol.2014.09.038","article-title":"Evolution of the Yellow River Delta and its relationship with runoff and sediment load from 1983 to 2011","volume":"520","author":"Kong","year":"2015","journal-title":"J. Hydrol."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"374","DOI":"10.1007\/s11769-018-0955-5","article-title":"Soil organic carbon contents and stocks in coastal salt marshes with spartina alterniflora following an invasion chronosequence in the Yellow River Delta, China","volume":"28","author":"Zhang","year":"2018","journal-title":"Chin. Geograph. Sci."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1007\/s13157-015-0641-7","article-title":"Diversity pattern of macrobenthos associated with different stages of wetland restoration in the Yellow River Delta","volume":"36","author":"Li","year":"2016","journal-title":"Wetlands"},{"key":"ref_37","doi-asserted-by":"crossref","unstructured":"Mao, D., Liu, M., Wang, Z., Li, L., Man, W., Jia, M., and Zhang, Y. (2019). Rapid invasion of spartina alterniflora in the coastal zone of Mainland China: Spatiotemporal patterns and human prevention. Sensors, 19.","DOI":"10.3390\/s19102308"},{"key":"ref_38","doi-asserted-by":"crossref","unstructured":"Liu, M., Mao, D., Wang, Z., Li, L., Man, W., Jia, M., Ren, C., and Zhang, Y. (2018). Rapid invasion of spartina alterniflora in the coastal zone of Mainland China: New observations from landsat OLI images. Remote Sens., 10.","DOI":"10.3390\/rs10121933"},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1016\/j.marpolbul.2018.05.037","article-title":"Effectiveness of microtopographic structure in species recovery in degraded salt marshes","volume":"133","author":"Wang","year":"2018","journal-title":"Mar. Pollut. Bull."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1111\/1365-2745.12487","article-title":"Geographical variation in vegetative growth and sexual reproduction of the invasive Spartina alterniflora in China","volume":"104","author":"Liu","year":"2016","journal-title":"J. Ecol."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1007\/BF02837418","article-title":"Spatial-temporal changes of tidal flats in the Huanghe River Delta using Landsat TM\/ETM+ images","volume":"14","author":"Fan","year":"2004","journal-title":"J. Geograph. Sci."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1002\/esp.3265","article-title":"Bio-geomorphic effects on tidal channel evolution: Impact of vegetation establishment and tidal prism change","volume":"38","author":"Vandenbruwaene","year":"2013","journal-title":"Earth Surf. Process. Landf."},{"key":"ref_43","unstructured":"Strahler, A.N. (1964). Part II. Quantitative geomorphology of drainage basins and channel networks. Handbook of Applied Hydrology, McGraw-Hill."},{"key":"ref_44","first-page":"515","article-title":"Spartina alterniflora monitoring and change analysis in yellow river delta by remote sensing technology","volume":"23","author":"Ren","year":"2014","journal-title":"Acta Laser Biol. Sin."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"026020","DOI":"10.1117\/1.JRS.11.026020","article-title":"Phenology-based Spartina alterniflora mapping in coastal wetland of the Yangtze Estuary using time series of GaoFen satellite no. 1 wide field of view imagery","volume":"11","author":"Ai","year":"2017","journal-title":"J. Appl. Remote Sens."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"138225","DOI":"10.1016\/j.scitotenv.2020.138225","article-title":"Tolerance between non-resource stress and an invader determines competition intensity and importance in an invaded estuary","volume":"724","author":"Ma","year":"2020","journal-title":"Sci. Total Environ."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"135","DOI":"10.2112\/SI90-017.1","article-title":"Monitoring the invasion of smooth cordgrass spartina alterniflora within the modern yellow river delta using remote sensing","volume":"90","author":"Ren","year":"2019","journal-title":"J. Coast. Res."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"106169","DOI":"10.1016\/j.margeo.2020.106169","article-title":"Growth indicator response of Zostera japonica under different salinity and turbidity stresses in the Yellow River Estuary, China","volume":"424","author":"Hou","year":"2020","journal-title":"Mar. Geol."},{"key":"ref_49","doi-asserted-by":"crossref","unstructured":"Liu, M., Li, H., Li, L., Man, W., Jia, M., Wang, Z., and Lu, C. (2017). Monitoring the Invasion of Spartina alterniflora Using Multi-source High-resolution Imagery in the Zhangjiang Estuary, China. Remote Sens., 9.","DOI":"10.3390\/rs9060539"},{"key":"ref_50","doi-asserted-by":"crossref","unstructured":"Congalton, R.G., and Green, K. (2019). Assessing the Accuracy of Remotely Sensed Data: Principles and Practices, CRC Press.","DOI":"10.1201\/9780429052729"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1080\/01431160500206692","article-title":"Extraction of tidal channel networks from aerial photographs alone and combined with laser altimetry","volume":"27","author":"Lohani","year":"2006","journal-title":"Int. J. Remote Sens."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1016\/j.geomorph.2007.04.013","article-title":"Spontaneous tidal network formation within a constructed salt marsh: Observations and morphodynamic modelling","volume":"91","author":"Lanzoni","year":"2007","journal-title":"Geomorphology"},{"key":"ref_53","unstructured":"McGarigal, K., Cushman, S., and Ene, E. (2015, January 23). Spatial Pattern Analysis Program for Categorical and Continuous Maps. Available online: umassedu\/landeco\/research\/fragstats\/fragstatshtml."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1111\/j.1365-3180.2007.00559.x","article-title":"Spartina invasion in China: Implications for invasive species management and future research","volume":"47","author":"An","year":"2007","journal-title":"Weed Res."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"991","DOI":"10.1029\/1999JC000115","article-title":"On the shape and widening of salt marsh creeks","volume":"106","author":"Fagherazzi","year":"2001","journal-title":"J. Geophys. Res. Oceans"},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"1155","DOI":"10.1016\/S0277-3791(99)00034-7","article-title":"Morphodynamics of holocene salt marshes: A review sketch from the Atlantic and Southern North Sea coasts of Europe","volume":"19","author":"Allen","year":"2000","journal-title":"Quat. Sci. Rev."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1007\/BF02802742","article-title":"Marsh surface sediment deposition and the role of tidal creeks: Implications for created and managed coastal marshes","volume":"5","author":"Reed","year":"1999","journal-title":"J. Coast. Conserv."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"58","DOI":"10.2747\/0272-3646.31.1.58","article-title":"Environmental controls on multiscale spatial patterns of salt marsh vegetation","volume":"31","author":"Kim","year":"2013","journal-title":"Phys. Geograph."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"289","DOI":"10.3354\/meps114289","article-title":"Porewater drainage and dissolved organic carbon and nutrient losses through the intertidal creekbanks of a New England salt marsh","volume":"114","author":"Howes","year":"1994","journal-title":"Mar. Ecol. Progress Ser. Oldend."},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"1433","DOI":"10.1016\/S0278-4343(00)00031-5","article-title":"Characterization of intertidal flat hydrodynamics","volume":"20","author":"Roberts","year":"2000","journal-title":"Continent. Shelf Res."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1023\/B:BINV.0000022140.07404.b7","article-title":"Spread of exotic cordgrasses and hybrids (Spartina sp.) in the tidal marshes of San Francisco Bay, California, USA","volume":"6","author":"Ayres","year":"2004","journal-title":"Biol. Invasions"}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/12\/18\/2983\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T10:09:48Z","timestamp":1760177388000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/12\/18\/2983"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9,14]]},"references-count":61,"journal-issue":{"issue":"18","published-online":{"date-parts":[[2020,9]]}},"alternative-id":["rs12182983"],"URL":"https:\/\/doi.org\/10.3390\/rs12182983","relation":{},"ISSN":["2072-4292"],"issn-type":[{"value":"2072-4292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,9,14]]}}}