All Issue

2023 Vol.10, Issue 4 Preview Page

Original Article

31 December 2023. pp. 161-170
Ahn, Y.H., Chung, K.H. and Park, H.S. 2003. Vegetation and flora of Hibiscus hamabo inhabited naturally in Soan Island. Journal of Environmental Science International 12(11): 1181-1187. (in Korean) 10.5322/JES.2003.12.11.1181
Alongi, D.M. 2020. Carbon balance in salt marsh and mangrove ecosystems: A global synthesis. Journal of Marine Science and Engineering 8(10): 767. 10.3390/jmse8100767
Breiman, L. 2001. Random forests. Machine Learning 45: 5-32. 10.1023/A:1010933404324
Duncanson, L., Kellner, J.R., Armston, J., Dubayah, R., Minor, D.M., Hancock, S., Healey, S.P., Patterson, P.L., Saarela, S. and Marselis, S. 2022. Aboveground biomass density models for NASA's Global Ecosystem Dynamics Investigation (GEDI) lidar mission. Remote Sensing of Environment 270: 112845.
GMA. 2022. The State of the World's Mangroves. Global Mangrove Alliance, Arlington, USA.
Hickey, S.M., Callow, N.J., Phinn, S., Lovelock, C.E. and Duarte, C.M. 2018. Spatial complexities in aboveground carbon stocks of a semi-arid mangrove community: A remote sensing height-biomass-carbon approach. Estuarine. Coastal and Shelf Science 200: 194-201. 10.1016/j.ecss.2017.11.004
IPCC. 2018. Special Report: Global Warming of 1.5°C. Intergovernmental Panel on Climate Change. Geneva, Switzerland.
IPCC. 2019. IPCC Special Report on the Ocean and Cryosphere in a Changing Climate. Intergovernmental Panel on Climate Change. Geneva, Switzerland.
IPCC. 2021. Climate change 2021: The Physical Science Basis. Intergovernmental Panel on Climate Change. Geneva, Switzerland.
IPCC. 2022. Climate change 2022: Impacts, Adaptation and Vulnerability. Intergovernmental Panel on Climate Change, Geneva, Switzerland. 10.1017/9781009325844
Kolmogorov, A.N. 1933. Sulla determinazione empirica di una legge didistribuzione. Giorn Dell'inst Ital Degli Att 4: 89-91.
Larivière, B. and Van den Poel, D. 2005. Predicting customer retention and profitability by using random forests and regression forests techniques. Expert Systems with Applications 29(2): 472-484. 10.1016/j.eswa.2005.04.043
Li, C.H., Zhou, H.W., Wong, Y.S. and Tam, N.F.Y. 2009. Vertical distribution and anaerobic biodegradation of polycyclic aromatic hydrocarbons in mangrove sediments in Hong Kong, South China. Science of the Total Environment 407(21): 5772-5779. 10.1016/j.scitotenv.2009.07.03419683792
Liaw, A. and Wiener, M. 2002. Classification and regression by random forest. R News 2(3): 18-22.
Lovelock, C.E., Friess, D.A., Kauffman, J.B. and Fourqurean, J.W. 2018. Human impacts on blue carbon ecosystems. In, Windham-Myers, L., Crooks, S. and Troxler, T.G. (eds.), A Blue Carbon Primer, CRC Press, Boca Raton, USA. pp. 17-24. 10.1201/9780429435362-3
Lu, X., Zheng, G., Miller, C. and Alvarado, E. 2017. Combining multi-source remotely sensed data and a process-based model for forest aboveground biomass updating. Sensors 17(9): 2062. 10.3390/s1709206228885556PMC5620501
Mcleod, E., Chmura, G.L., Bouillon, S., Salm, R., Björk, M., Duarte, C.M., Lovelock, C.E., Schlesinger, W.H. and Silliman, B.R. 2011. A blueprint for blue carbon: toward an improved understanding of the role of vegetated coastal habitats in sequestering CO2. Frontiers in Ecology and the Environment 9(10): 552-560. 10.1890/11000435303094
Musthafa, M. and Singh, G. 2022. Forest above-ground woody biomass estimation using multi-temporal space-borne LiDAR data in a managed forest at Haldwani, India. Advances in Space Research 69(9): 3245-3257. 10.1016/j.asr.2022.02.002
Natural Earth. 2022. Global 1:10 m Cultural Vectors. Accessed 24 April 2023.
NIBR. 2023. National List of Species of Korea. National Institute of Biological Resources. Accessed 3 April 2023.
NIFS. 2022. Analysis and Prediction of Potential Distribution of Mangroves in Korea. National Institute of Forest Research, Seoul, South Korea. (in Korean)
NIFS. 2023. Advanced Prediction of Potential Distribution and Production of Carbon Maps of Indigenous Mangroves in Korea. National Institute of Forest Research, Seoul, South Korea. (in Korean)
Nóbrega, G.N., Ferreira, T.O., Siqueira Neto, M., Mendonça, E.D.S., Romero, R.E. and Otero, X.L. 2019. The importance of blue carbon soil stocks in tropical semiarid mangroves: a case study in Northeastern Brazil. Environmental Earth Sciences 78: 1-10. 10.1007/s12665-019-8368-z
OECD. 2011. OECD Environmental Outlook to 2050. Organisation for Economic Co-operation and Development. pp. 397-413.
Oliveira, S., Oehler, F., San-Miguel-Ayanz, J., Camia, A. and Pereira, J.M. 2012. Modeling spatial patterns of fire occurrence in Mediterranean Europe using multiple regression and random forest. Forest Ecology and Management 275: 117-129. 10.1016/j.foreco.2012.03.003
QGIS Association. 2022. QGIS Geographic Information System. Accessed 1 October 2022.
R Development Core Team. 2023. R: A Language and Environment for Statistical Computing. Vienna, Austria.
Sanderman, J., Hengl, T., Fiske, G., Solvik, K., Adame, M.F., Benson, L., Bukoski, J.J., Carnell, P., Cifuentes-Jara, M., Donato, D., Duncan, C., Eid, E.M., Ermgassen, P.z., Ewers, C., Glass, L., Gress, S., Jardine, S.L., Jones, T., Macreadie, P., Nsombo, E.N., Rahman, M.M., Sanders, C., Spalding, M. and Landis, E. 2018. A global map of mangrove forest soil carbon at 30 m spatial resolution. Environmental Research Letters 13(5): 055002. 10.1088/1748-9326/aabe1c
Taillardat, P., Ziegler, A.D., Friess, D. A., Widory, D., Van, V. T., David, F., Nguyên, T.N. and Marchand, C. 2018. Carbon dynamics and inconstant porewater input in a mangrove tidal creek over contrasting seasons and tidal amplitudes. Geochimica et Cosmochimica Acta 237: 32-48. 10.1016/j.gca.2018.06.012
Worldclim. 2017. Global climate and weather data. Accessed 25 May 2023.
  • Publisher :Korean Society of Ecology and Infrastructure Engineering
  • Publisher(Ko) :응용생태공학회
  • Journal Title :Ecology and Resilient Infrastructure
  • Journal Title(Ko) :응용생태공학회 논문집
  • Volume : 10
  • No :4
  • Pages :161-170
  • Received Date : 2023-10-30
  • Revised Date : 2023-11-09
  • Accepted Date : 2023-11-09