• editor.aipublications@gmail.com
  • Track Your Paper
  • Contact Us
  • ISSN: 2456-8678

International Journal Of Rural Development, Environment And Health Research(IJREH)

Impact of Land Use/Cover Change (LUCC) on Carbon Storage in Zhaoqing by using the InVEST Model

Guangxing Huang , Ruei-Yuan Wang


International Journal of Rural Development, Environment and Health Research(IJREH), Vol-7,Issue-4, July - August 2023, Pages 20-37, 10.22161/ijreh.7.4.2

Download | Downloads : 3 | Total View : 475

Article Info: Received: 01 Jun 2023; Received in revised form: 02 Jul 2023; Accepted: 09 Jul 2023; Available online: 19 Jul 2023

Share

Exploring the impact of Land Use/Cover Change (LUCC) on ecosystem carbon storage is of great significance for promoting low-carbon development. Based on the land cover data from 2000 to 2020 interpreted by remote sensing, this study uses the InVEST model to analyze the relationship between the spatial and temporal changes of carbon storage in the ecosystem of Zhaoqing City and land cover. The results show that: 1) In the past 20 years, the area of land cover types in Zhaoqing City has not changed much; the area of cultivated land, forest land, and grassland has decreased; and the area of water area, construction land, and unused land has increased. 2) The carbon storage volume in 2000, 2010, and 2020 were 296.74×106t, 297.00×106t, and 290.50×106t, respectively. Carbon storage increased at first and then decreased, showing an overall downward trend. 3) High carbon reserves are distributed in the central and northern mountainous areas of Zhaoqing City; medium carbon reserves are distributed in the western basin of Huaiji County; and low carbon reserves are distributed in the southern area of Zhaoqing. 4) From 2000 to 2010, the conversion between forest and grassland resulted in relatively stable carbon storage and an increase of 201,200 tons. The conversion of forest land and cultivated land into construction land and water has reduced carbon storage by 6.5745 million tons.

InVEST Model;Land Use/Cover Change (LUCC); Support Vector Machine (SVM);Carbon Storage;Carbon Density.

[1] Xi, J. Speech at the General Debate of the 75th United Nations General Assembly. The Bulletin of the State Council of the People's Republic of China,2020,No.1711(28):5-7.
[2] Zhu, E., Deng, J., Zhou, M., Gan, M., Jiang, R. Wang, K., and Shahtahmassebi, A.R. Carbon emissions induced by land-use and land-cover change from 1970 to 2010 in Zhejiang,China. Science of the Total Environment,2019,646: 930-939.
[3] Quetzalli, V. B.,Guadalupe, W. L.,and Heidi, A. Biodiversity and carbon storage are correlated along a land use intensity gradient in a tropical montane forest watershed, Mexico. Basic and Applied Ecology, 2020, 44: 24-34.
[4] Houghton, R. A. Counting terrestrial sources and sinks of carbon. Climatic Change, 2001, 48(4):525-534.
[5] Wang, M., Li, G. C., Zhong, G. Q., and Zhou, C. P. Integrating Ecosystem Process Models,Remote Sensing and Ground-based Observations for Regional-Scale Analysis of the Carbon Storage. Forest Resources Management, 2010(02):107-112. DOI:10.13466/j.cnki.lyzygl.2010.02.014.
[6] Sharp, R., Douglass, J., Wolny, S., Arkema, K., Bernhardt, J., Bierbower, W., Chaumont, N., Denu, D., Fisher, D., Glowinski, K., Griffin, R., Guannel, G., Guerry, A., Johnson, J., Hamel, P., Kennedy, C., Kim, C. K., Lacayo, M., Lonsdorf, E., Mandle, L., Rogers, L., Silver, J., Toft, J., Verutes, G., Vogl, A. L, Wood, S. and Wyatt, K. InVEST 3.8.9.post11+ug.g0bd03e2 User's Guide. The Natural Capital Project,Stanford University,University of Minnesota,The Nature Conservancy,World Wildlife Fund.2020.
[7] Lv, X. Research on Spatial and Temporal Changes of Carbon Storage in Resource-Based Cities Based on InVEST Model. Qufu Normal University, 2018.
[8] Rong, Y., Zhang, H., and Zhao, X. Carbon storage function under land cover change in the Taihu Lake Basin based on the InVEST model in the past 10 years. Jiangsu Agricultural Science. 2016, 44(06):447-451.
[9] Liu Yang, Zhang Jun, Zhou Dongmei, Ma Jing, Dang Rui, Ma Jingjing, Zhu Xiaoyan. Temporal and spatial variation of carbon storage in the Shule River Basin based on InVEST model. Acta Ecologica Sinica, 2021,41(10):4052-4065.
[10] Chen, R., and Li, P. Dream Chasing Forest Capital - Building Beautiful Zhaoqing Together. Land Greening,2016(09):24-29.
[11] Vapnik, V. N.1998. Statistical Learning Theory. New York: John Wiley & amp; Sons.
[12] Wang, J., and He, J. New algorithm of remote sensing image classification based on K-type support vector machine. Journal of Computer Applications, 2012, 32(10):2832-2835+2839.
[13] Wang, Z., Sun, J., Yu, Z., and Bu, Y. Review of Remote Sensing Image Classification Based on Support Vector Machine. Computer Science, 2016, 43(09):11-17+31.
[14] Li, C., Gao, B., Wu, Y., Zheng, K., and Wu, Y. Dynamic simulation of landscape ecological risk in mountain towns based on PLUS mode. Journal of Zhejiang A&F University,2022,39(01):84-94. doi:10.11833/j.issn.2095-0756.20210237
[15] Fang, J., Huang, Y., Zhu, J., Sun, W., and Hu, H. Carbon budget and its impact mechanism in forest ecosystems. Basic Science in China,2015,17(03):20-25.
[16] Babbar,D., Areendran,G., Sahana,M., Sarma,K., Raj,K., and Sivadas, A. Assessment and prediction of carbon sequestration using Markov chain and InVEST model in Sariska Tiger Reserve,India. Journal of Cleaner Production,2021,278.
[17] Li, K., Wang, S., and Cao, M. Vegetation and Soil Carbon Storage in China. Chinese Science (Part D: Earth Science),2003(01):72-80.
[18] Zhou, Y., Yu, Z., and Zhao, S. Carbon storage and carbon balance of major forest ecosystems in China. Journal of Plant Ecology,2000(05):518-522.
[19] Lin, T., Yang, M., Wu, D., Liu, F., Yang, J., and Wang, Y. Spatial correlation and prediction of land use carbon storage based on the InVEST-PLUS model- A case study in Guangdong Province. China Environmental Science,2022,42(10): 4827-4839. DOI:10.19674/j.cnki.issn1000-6923.2022.0172.
[20] Xie, X., Sun, B., Zhou, H., Li, Z., and Li, A. ORGANIC CARBON DENSITY AND STORAGE IN SOILS OF CHINA AND SPATIAL ANALYSIS. ACTA PEDOLOGICA SINICA,2004(01):35-43.
[21] Chen, G., Yang, Y., Liu, L., Li, X., Zhao, Y., and Yuan, Y. Research Review on Total Belowground Carbon Allocation in Forest Ecosystem. Journal of Subtropical Resources and Environment. 2007 (01): 34-42. DOI:10.19687/j.cnki.1673-7105.2007.01.005.
[22] Alam,S. A. Starr,M. Clark, B. J. F. Tree biomass and soil organic carbon densities across the Sudanese woodland savannah: A regional carbon sequestration study. Journal of Arid Environments,2013,89.
[23] Chen, C., Zhang, W., Wu, F., and Han, D. Analysis of Influence of Land Use Change on Carbon Stock in County Area —Take Zitong County of Sichuan Province as Example. Journal of Southwest University of Science and Technology, 2018, 33(02):27-32.
[24] Ren, X., Pei, T., Chen, Y., Xie, B., and Cheng, D. Impact of land use change on carbon storage in Gansu Province based on carbon density correction. Ecological Science, 2021, 40(4): 66–74. DOI:10.14108/j.cnki.1008-8873.2021.04.008
[25] Xu, L., Luo, S., Guo, C. S., Gao, Y., and Yu, J. Change of carbon storage in Xishuangbanna based on PLUS and InVEST model. Ecology and Environmental Monitoring of Three Gorges: 1-23 [2023-05-01]. http://kns.cnki.net/kcms/detail/50.1214.X.20220919.1241.002.html
[26] Sharp, R., Chaplin-kramer, R., Wood, S. Guerry, A., Douglass, J. InVEST 3.3.0 User’s Guide. http://data.naturalcapitalproject.org/nightly-build/invest-users-guide/html/.
[27] Piao, S. L., Fang, J. Y., He, J. S. and Xiao, Y. SPATIAL DISTRIBUTION OF GRASSLAND BIOMASS IN CHINA. Acta Phytoecologica Sinica, 2004, 28(4):491-498.
[28] Zhang, C., Xiang, Y., Fang, T., Chen, Y., and Wang, S. Spatio-Temporal Evolution and Prediction of Carbon Storage in Taiyuan Ecosystem under the Influence of LUCC. Safety and Environmental Engineering, 2022,29 (06):248-258. DOI:10.13578/j.cnki.issn.1671-1556.20211270.
[29] Chuai, X., Huang, X., Zheng, Z., Zhang, M., Liao, Q., Lai, L., Lu, J., Land Use Change and Its Influence on Carbon Storage of Terrestrial Ecosystems in Jiangsu Province. Resources Science, 2011, 33(10):1932-1939.
[30] Department of Natural Resources of Guangdong Province. General plans for land use of Guangdong Province. http://nr.gd.gov.cn/zwgknew/ghjh/content/post_2783637.html