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Research Article

Modeling the spatial distribution of Spartina alterniflora ecological response to the interaction of flooding and soil salinity base on UAV data in Coastal Wetland

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Article: 2383432 | Received 18 Apr 2024, Accepted 18 Jul 2024, Published online: 08 Aug 2024

References

  • Agisoft LLC. 2014. “Agisoft PhotoScan User Manual: Professional Edition”, Version 1.1. Accessed 22 August 2021. https://docplayer.net/14282795-Agisoft-photoscan-user-manual-professional-edition-version-1-1.html.
  • Burns, T. N. D. 2015. Spartina Alterniflora Responses to Flooding in Two Salt Marshes on the Eastern Shore of Virginia. Charlottesville: University of Virginia. Commonwealth of Virginia, The United States of America.
  • Call, B. C., P. Belmont, J. C. Schmidt, and P. R. Wilcock. 2017. “Changes in Floodplain Inundation Under Nonstationary Hydrology for an Adjustable, Alluvial River Channel.” Water Resources Research 53:3811–3834. https://doi.org/10.1002/2016WR020277.
  • Carrion, S. A. 2016. Determining Factors That Influence Smooth Cordgrass (Spartina Alterniflora Loisel) Transplant Success in Community-Based Living Shoreline Projects. Orlando, FL: University of Central Florida, The United States of America.
  • Coudun, C., and J. C. Gégout. 2006. “The Derivation of Species Response Curves with Gaussian Logistic Regression is Sensitive to Sampling Intensity and Curve Characteristics.” Ecological Modelling 199:164–175. https://doi.org/10.1016/j.ecolmodel.2006.05.024.
  • Cui, L. J., W. Li, Z. G. Dou, M. Y. Zhang, G. F. Wu, Z. W. Hu, Y. Gao, J. Li, and Y. R. Lei. 2022. “Changes and Driving Forces of the Tidal Flat Wetlands in Coastal China During the Past 30 Years.” Acta Ecologica Sinica 42:7297–7307. https://doi.org/10.5846/stxb202203080551.
  • Ge, Z. M., H. B. Cao, L. F. Cui, B. Zhao, and L. Q. Zhang. 2015. “Future Vegetation Patterns and Primary Production in the Coastal Wetlands of East China Under sea Level Rise, Sediment Reduction, and Saltwater Intrusion.” Journal of Geophysical Research: Biogeosciences 120:1923–1940. https://doi.org/10.1002/2015JG003014.
  • Gong, H. B., H. Y. Liu, F. S. Jiao, Z. S. Lin, and X. J. Xu. 2019. “Pure, Shared, and Coupling Effects of Climate Change and Sea Level Rise on the Future Distribution of Spartina alterniflora Along the Chinese Coast.” Ecology and Evolution 9:5380–5391. https://doi.org/10.1002/ece3.5129.
  • Guisan, A., T. C. Edwards, and T. Hastie. 2002. “Generalized Linear and Generalized Additive Models in Studies of Species Distributions: Setting the Scene.” Ecological Modelling 157:89–100. https://doi.org/10.1016/S0304-3800(02)00204-1.
  • Han, G. X., F. M. Wang, J. Ma, L. L. Xiao, X. J. Chu, and M. L. Zhao. 2022. “Blue Carbon Sink Function, Formation Mechanism and Sequestration Potential of Coastal Salt Marshes.” Chinese Journal of Plant Ecology 46:373–382. https://doi.org/10.17521/cjpe.2021.0264.
  • He, Q., B. S. Cui, X. S. Zhao, H. L. Fu, X. Xiong, and G. H. Feng. 2007. “Vegetation Distribution Patterns to Gradients of Water Depth and Soil Salinity in Wetlands of Yellow River Delta, China.” Science of Wetlands 5:208–214. https://doi.org/10.13248/j.cnki.wetlandsci.2007.03.001.
  • Hebb, A. J., L. D. Mortsch, P. J. Deadman, and A. R. Cabrera. 2013. “Modeling Wetland Vegetation Community Response to Water-Level Change at Long Point, Ontario.” Journal of Great Lakes Research 39:191–200. https://doi.org/10.1016/j.jglr.2013.02.001.
  • Hou, D. 2011. Study on Succession and Ecological Thresholds of Natural Ecosystem in Yellow River Delta. People’s Republic of China: Shandong Agricultural University. Tai’an, Shandong Province.
  • Iersel, W., M. Straatsma, E. Addink, and H. Middelkoop. 2018. “Monitoring Height and Greenness of non-Woody Floodplain Vegetation with UAV Time Series.” ISPRS Journal of Photogrammetry and Remote Sensing 141:112–123. https://doi.org/10.1016/j.isprsjprs.2018.04.011.
  • Jackson, M. L. 2005. “Soil Chemical Analysis: Advanced Course.” UW-Madison Libraries Parallel Press, Madison, Wisconsin, The United States of America.
  • Jia, Y. Y., S. B. Xie, H. P. Yuan, and L. L. Lu. 2022. “Effects of Wild elk Activities on Some Ecological Indexes of Spartina alterniflora.” Journal of Anhui Agricultural Sciences 50:63–65. https://doi.org/10.3969/j.issn.0517-6611.2022.15.017.
  • Kirwan, M. L., R. R. Chrisian, L. K. Blum, and M. M. Brinson. 2012. “On the Relationship Between Sea Level and Spartina alterniflora Production.” Ecosystems 15:140–147. https://doi.org/10.1007/s10021-011-9498-7.
  • Li, S. S. 2015. Vulnerability Assessment of the Coastal Mangrove Ecosystems in Guangxi, China to Sea-Level Rise. Shanghai: East China Normal University.
  • Li, J. 2021. Study on Population Dynamics and Diffusion Model of Invasive Plant Spartina alterniflora. People’s Republic of China: North China University of Science and Technology. Tangshan, Hebei Province.
  • Li, W., L. Yuan, Z. Y. Zhang, H. Li, X. J. Zhu, J. L. Pan, and Y. H. Chen. 2018. “Responses of Scirpus mariqueter and Spartina alterniflora to Simulated Salt Stress and Salttolerance Thresholds.” Chinese Journal of Ecology 37:2596–2602. https://doi.org/10.13292/j.1000-4890.201809.023.
  • Liu, M. Y. 2018. “Remote Sensing Analysis of Spartina alterniflora in the Coastal Areas of China during 1990 to 2015.” Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences. Changchun, Jilin Province, People’s Republic of China.
  • Liu, M. Y., D. H. Mao, Z. M. Wang, L. Li, W. D. Man, M. M. Jia, C. Y. Ren, and Y. Z. Zhang. 2018. “Rapid Invasion of Spartina alterniflora in the Coastal Zone of Mainland China: New Observations from Landsat OLI Images.” Remote Sensing 10:1933. https://doi.org/10.3390/rs10121933.
  • Liu, H. Y., X. Z. Qi, H. B. Gong, L. H. Li, M. Y. Zhang, Y. F. Li, and Z. S. Lin. 2019. “Combined Effects of Global Climate Suitability and Regional Environmental Variables on the Distribution of an Invasive Marsh Species Spartina alterniflora.” Estuaries and Coasts 42:99–111. https://doi.org/10.1007/s12237-018-0447-y.
  • Lou, Y. J., C. Y. Gao, Y. W. Pan, Z. S. Xue, Y. Liu, Z. H. Tang, M. Jiang, X. G. Lu, and H. Rydin. 2018. “Niche Modelling of Marsh Plants Based on Occurrence and Abundance Data.” Science of The Total Environment 616:198–207. https://doi.org/10.1016/j.scitotenv.2017.10.300.
  • Luan, Z. Q., D. D. Yan, Y. Y. Xue, D. Shi, D. D. Xu, B. Liu, L. B. Wang, and Y. T. An. 2020. “Research Progress on the Ecohydrological Mechanisms of Spartina alterniflora Invasion in Coastal Wetlands.” Journal of Agricultural Resources and Environment 37:469–476. https://doi.org/10.13254/j.jare.2019.0124.
  • Moffett, K. B., and S. M. Gorelick. 2016. “Relating Salt Marsh Pore Water Geochemistry Patterns to Vegetation Zones and Hydrologic Influences.” Water Resources Research 52:1729–1745. https://doi.org/10.1002/2015WR017406.
  • Moreira, L. L., R. A. Tavella, A. S. Bonifácio, R. L. Brum, L. S. Freitas, N. G. R. Moraes, M. L. Fiasconaro, et al. 2024. “Bioaccumulation of Metals in Spartina alterniflora Salt Marshes in the Estuary of the World’s Largest Choked Lagoon.” Environmental Science and Pollution Research 31:26880–26894. https://doi.org/10.1007/s11356-024-32810-3.
  • Oksanen, J., and P. R. Minchin. 2002. “Continuum Theory Revisited: What Shape are Species Responses Along Ecological Gradients?” Ecological Modelling 157:119–129. https://doi.org/10.1016/S0304-3800(02)00190-4.
  • Parihar, P., S. Singh, R. Singh, V. P. Singh, and S. M. Prasad. 2015. “Effect of Salinity Stress on Plants and its Tolerance Strategies: A Review.” Environmental Science and Pollution Research 22:4056–4075. https://doi.org/10.1007/s11356-014-3739-1.
  • Qi, G. H., C. Y. Chang, W. Yang, P. Gao, and G. X. Zhao. 2021. “Soil Salinity Inversion in Coastal Corn Planting Areas by the Satellite-UAV-Ground Integration Approach.” Remote Sensing 13:3100. https://doi.org/10.3390/rs13163100.
  • Qin, Y. L., Q. S. Yan, and J. H. Cai. 2020. “Evolution and Dynamic Simulation of Landscape Pattern in the South Part of Poyang Lake Wetland.” Journal of Yangtze River Scientific Research Institute 37:171–178. https://doi.org/10.11988/ckyyb.20190252.
  • Salter, J., K. Morris, P. Bailey, and P. I. Boon. 2007. “Interactive Effects of Salinity and Water Depth on the Growth of Melaleuca ericifolia Sm.” Aquatic Botany 86:213–222. https://doi.org/10.1016/j.aquabot.2006.10.002.
  • Schile, L. M., J. C. Callaway, K. N. Suding, and N. M. Kelly. 2017. “Can Community Structure Track sea-Level Rise? Stress and Competitive Controls in Tidal Wetlands.” Ecology and Evolution 7:1276–1285. https://doi.org/10.1002/ece3.2758.
  • Sheng, J., P. Yu, H. N. Zhang, and Z. L. Wang. 2021. “Spatial Variability of Soil Cd Content Based on IDW and RBF in Fujiang River, Mianyang, China.” Journal of Soils and Sediments 21:419–429. https://doi.org/10.1007/s11368-020-02758-1.
  • Snedden, G. A., K. Cretini, and B. Patton. 2015. “Inundation and Salinity Impacts to Above- and Belowground Productivity in Spartina Patens and Spartina alterniflora in the Mississippi River Deltaic Plain: Implications for Using River Diversions as Restoration Tools.” Ecological Engineering 81:133–139. https://doi.org/10.1016/j.ecoleng.2015.04.035.
  • Stralberg, D., M. Brennan, J. C. Callaway, J. K. Wood, L. M. Schile, D. Jongsomjit, M. Kelly, V. T. Parker, and S. Crooks. 2011. “Evaluating Tidal Marsh Sustainability in the Face of Sea-Level Rise: A Hybrid Modeling Approach Applied to San Francisco Bay.” PLoS One 6:e27388. https://doi.org/10.1371/journal.pone.0027388.
  • Sun, S., H. C. Xian, Z. Y. Hu, X. X. Sun, and F. Zhang. 2023. “Physical Processes Determining the Distribution Patterns of Nemopilema nomurai in the East China Sea.” Journal of Oceanology and Limnology 41:2160–2165. https://doi.org/10.1007/s00343-023-2370-8.
  • Tang, L., Y. Gao, B. Li, Q. Wang, C. H. Wang, and B. Zhao. 2014. “Spartina alterniflora with High Tolerance to Salt Stress Changes Vegetation Pattern by Outcompeting Native Species.” Ecosphere (Washington, D C) 5:1. https://doi.org/10.1890/ES14-00166.1.
  • Wang, C., Q. Wang, D. Meire, W. D. Ma, C. Q. Wu, Z. Meng, J. Van de Koppel, et al. 2016. “Biogeomorphic Feedback Between Plant Growth and Flooding Causes Alternative Stable States in an Experimental Floodplain.” Advances in Water Resources 93:223–235. https://doi.org/10.1016/j.advwatres.2015.07.003.
  • Watson, D. F., and G. M. Philip. 1985. “A Refinement of Inverse Distance Weighted Interpolation.” Geoprocessing 2:315–327.
  • Xie, B. H., and G. X. Han. 2018. “Control of Invasive Spartina alterniflora: A Review.” Chinese Journal of Applied Ecology 29:3464–3476. https://doi.org/10.13287/j.1001-9332.201810.006.
  • Xue, Y. Y., D. D. Yan, L. P. Qi, J. T. Li, and Z. Q. Luan. 2022. “Ecological Response of Spartina alterniflora Towards Moisture and Salinity Gradients in Dafeng Elk National Nature Reserve Jiangsu Province.” Acta Scientiae Circumstantiae 42:28–35. https://doi.org/10.13671/j.hjkxxb.2021.0489.
  • Yan, D. D., J. T. Li, S. Y. Xie, Y. Liu, Y. F. Sheng, and Z. Q. Luan. 2022. “Examining the Expansion of Spartina alterniflora in Coastal Wetlands Using an MCE-CA-Markov Model.” Frontiers in Marine Science 9:964172. https://doi.org/10.3389/fmars.2022.964172.
  • Yan, D. D., J. T. Li, X. Y. Yao, and Z. Q. Luan. 2021. “ Quantifying the Long-Term Expansion and Dieback of Spartina alterniflora Using Google Earth Engine and Object-Based Hierarchical Random Forest Classification.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14:9781–9793. https://doi.org/10.1109/JSTARS.2021.3114116.
  • Yan, D. D., J. T. Li, X. Y. Yao, and Z. Q. Luan. 2022. “Integrating UAV Data for Assessing the Ecological Response of Spartina alterniflora Towards Inundation and Salinity Gradients in Coastal Wetland.” Science of The Total Environment 814:152631. https://doi.org/10.1016/j.scitotenv.2021.152631.
  • Yan, D. D., Z. Q. Luan, D. D. Xu, Y. Y. Xue, and D. Shi. 2020. “Modeling the Spatial Distribution of Three Typical Dominant Wetland Vegetation Species’ Response to the Hydrological Gradient in a Ramsar Wetland, Honghe National Nature Reserve, Northeast China.” Water 12:2041. https://doi.org/10.3390/w12072041.
  • Zhang, X., X. M. Xiao, X. X. Wang, X. Xu, B. Q. Chen, J. Wang, J. Ma, Z. Bin, and B. Li. 2020. “Quantifying Expansion and Removal of Spartina alterniflora on Chongming island, China, Using Time Series Landsat Images During 1995-2018.” Remote Sensing of Environment 247:111916. https://doi.org/10.1016/j.rse.2020.111916.
  • Zhao, W. J., T. H. Cao, Z. L. Li, and J. Sheng. 2019. “Comparison of IDW, Cokriging and ARMA for Predicting Spatiotemporal Variability of Soil Salinity in a Gravel-Sand Mulched Jujube Orchard.” Environmental Monitoring and Assessment 191:376. https://doi.org/10.1007/s10661-019-7499-8.
  • Zheng, Z. S., B. Tian, L. W. Zhang, and G. L. Zou. 2015. “Simulating the Range Expansion of Spartina alterniflora in Ecological Engineering Through Constrained Cellular Automata Model and GIS.” Mathematical Problems in Engineering 2015:1. https://doi.org/10.1155/2015/875817.
  • Zhu, X. D., L. X. Meng, Y. H. Zhang, Q. H. Weng, and J. Morris. 2019. “Tidal and Meteorological Influences on the Growth of Invasive Spartina alterniflora: Evidence from UAV Remote Sensing.” Remote Sensing 11:1208. https://doi.org/10.3390/rs11101208.