Geoscience ›› 2022, Vol. 36 ›› Issue (01): 96-104.DOI: 10.19657/j.geoscience.1000-8527.2021.163
• Marine Geology • Previous Articles Next Articles
ZHU Liya(), HU Ke(
), SUN Shuang, LIU Yuhan, LIANG Jiaxin
Received:
2021-09-20
Revised:
2021-11-20
Online:
2022-02-10
Published:
2022-03-08
Contact:
HU Ke
CLC Number:
ZHU Liya, HU Ke, SUN Shuang, LIU Yuhan, LIANG Jiaxin. Research on the Spatiotemporal Variation of Carbon Storage in the Coastal Zone of Liaoning Province Based on InVEST Model[J]. Geoscience, 2022, 36(01): 96-104.
土地利用 类型 | 地上生物 碳密度 | 地下生物 碳密度 | 土壤碳 密度 | 死亡有机质 碳密度 |
---|---|---|---|---|
耕地 | 4.75 | 0 | 33.51 | 0 |
林地 | 49.60 | 24.97 | 128.67 | 1.99 |
草地 | 24.38 | 19.59 | 52.29 | 22.74 |
水域 | 2.45 | 0.62 | 80.11 | 0.10 |
建设用地 | 4.33 | 2.17 | 6.37 | 0.58 |
沼泽 | 28.73 | 14.39 | 317.82 | 2.40 |
未利用地 | 0 | 0 | 0 | 0 |
Table 1 Carbon densities of various parts of different land use types (t/hm2)
土地利用 类型 | 地上生物 碳密度 | 地下生物 碳密度 | 土壤碳 密度 | 死亡有机质 碳密度 |
---|---|---|---|---|
耕地 | 4.75 | 0 | 33.51 | 0 |
林地 | 49.60 | 24.97 | 128.67 | 1.99 |
草地 | 24.38 | 19.59 | 52.29 | 22.74 |
水域 | 2.45 | 0.62 | 80.11 | 0.10 |
建设用地 | 4.33 | 2.17 | 6.37 | 0.58 |
沼泽 | 28.73 | 14.39 | 317.82 | 2.40 |
未利用地 | 0 | 0 | 0 | 0 |
年 份 | 耕地 | 林地 | 草地 | 水域 | 建设用地 | 沼泽 | 未利用地 | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
面积 /km2 | 比例 /% | 面积 /km2 | 比例 /% | 面积 /km2 | 比例 /% | 面积 /km2 | 比例 /% | 面积 /km2 | 比例 /% | 面积 /km2 | 比例 /% | 面积 /km2 | 比例 /% | |
1995 | 19 557.54 | 47.03 | 14 150.94 | 34.03 | 1 732.84 | 4.17 | 1 247.91 | 3.00 | 3 898.08 | 9.37 | 977.46 | 2.35 | 21.88 | 0.05 |
2000 | 19 734.61 | 47.45 | 14 192.39 | 34.13 | 1 451.40 | 3.49 | 1 637.34 | 3.94 | 3 579.84 | 8.61 | 976.78 | 2.35 | 14.04 | 0.03 |
2005 | 19 657.16 | 47.26 | 14 161.85 | 34.05 | 1 449.07 | 3.48 | 1 646.11 | 3.96 | 3 693.50 | 8.88 | 967.02 | 2.33 | 15.98 | 0.04 |
2010 | 19 475.75 | 46.64 | 13 871.84 | 33.22 | 1 025.93 | 2.46 | 1 563.34 | 3.74 | 4 799.66 | 11.49 | 978.96 | 2.34 | 43.64 | 0.10 |
2015 | 19 379.45 | 46.47 | 13 867.49 | 33.25 | 1 037.24 | 2.49 | 1 561.16 | 3.74 | 4 844.83 | 11.62 | 972.12 | 2.33 | 46.63 | 0.10 |
2018 | 19 084.95 | 45.75 | 13 768.88 | 33.00 | 975.16 | 2.34 | 2 052.89 | 4.92 | 4 887.89 | 11.72 | 913.03 | 2.19 | 36.27 | 0.09 |
Table 2 Land cover type change in the coastal zone of Liaoning Province from 1995 to 2018
年 份 | 耕地 | 林地 | 草地 | 水域 | 建设用地 | 沼泽 | 未利用地 | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
面积 /km2 | 比例 /% | 面积 /km2 | 比例 /% | 面积 /km2 | 比例 /% | 面积 /km2 | 比例 /% | 面积 /km2 | 比例 /% | 面积 /km2 | 比例 /% | 面积 /km2 | 比例 /% | |
1995 | 19 557.54 | 47.03 | 14 150.94 | 34.03 | 1 732.84 | 4.17 | 1 247.91 | 3.00 | 3 898.08 | 9.37 | 977.46 | 2.35 | 21.88 | 0.05 |
2000 | 19 734.61 | 47.45 | 14 192.39 | 34.13 | 1 451.40 | 3.49 | 1 637.34 | 3.94 | 3 579.84 | 8.61 | 976.78 | 2.35 | 14.04 | 0.03 |
2005 | 19 657.16 | 47.26 | 14 161.85 | 34.05 | 1 449.07 | 3.48 | 1 646.11 | 3.96 | 3 693.50 | 8.88 | 967.02 | 2.33 | 15.98 | 0.04 |
2010 | 19 475.75 | 46.64 | 13 871.84 | 33.22 | 1 025.93 | 2.46 | 1 563.34 | 3.74 | 4 799.66 | 11.49 | 978.96 | 2.34 | 43.64 | 0.10 |
2015 | 19 379.45 | 46.47 | 13 867.49 | 33.25 | 1 037.24 | 2.49 | 1 561.16 | 3.74 | 4 844.83 | 11.62 | 972.12 | 2.33 | 46.63 | 0.10 |
2018 | 19 084.95 | 45.75 | 13 768.88 | 33.00 | 975.16 | 2.34 | 2 052.89 | 4.92 | 4 887.89 | 11.72 | 913.03 | 2.19 | 36.27 | 0.09 |
2018年 | 1995年 | ||||||
---|---|---|---|---|---|---|---|
耕地 | 林地 | 草地 | 水域 | 建设用地 | 沼泽 | 未利用地 | |
耕地 | 79.56 | 14.26 | 27.14 | 21.74 | 16.51 | 11.83 | 17.82 |
林地 | 8.27 | 79.09 | 44.89 | 5.33 | 2.81 | 0.11 | 6.73 |
草地 | 1.19 | 2.12 | 22.22 | 2.33 | 0.45 | 1.18 | 1.71 |
水域 | 2.12 | 0.64 | 1.88 | 58.69 | 16.00 | 7.47 | 2.69 |
建设用地 | 8.42 | 3.75 | 3.51 | 5.93 | 63.52 | 3.13 | 45.05 |
沼泽 | 0.33 | 0.07 | 0.21 | 5.84 | 0.45 | 76.16 | 0.01 |
未利用地 | 0.10 | 0.05 | 0.15 | 0.01 | 0.02 | 0.085 | 26.08 |
Table 3 Land cover area transfer matrix of the coastal zone of Liaoning Province from 1995 to 2018 (%)
2018年 | 1995年 | ||||||
---|---|---|---|---|---|---|---|
耕地 | 林地 | 草地 | 水域 | 建设用地 | 沼泽 | 未利用地 | |
耕地 | 79.56 | 14.26 | 27.14 | 21.74 | 16.51 | 11.83 | 17.82 |
林地 | 8.27 | 79.09 | 44.89 | 5.33 | 2.81 | 0.11 | 6.73 |
草地 | 1.19 | 2.12 | 22.22 | 2.33 | 0.45 | 1.18 | 1.71 |
水域 | 2.12 | 0.64 | 1.88 | 58.69 | 16.00 | 7.47 | 2.69 |
建设用地 | 8.42 | 3.75 | 3.51 | 5.93 | 63.52 | 3.13 | 45.05 |
沼泽 | 0.33 | 0.07 | 0.21 | 5.84 | 0.45 | 76.16 | 0.01 |
未利用地 | 0.10 | 0.05 | 0.15 | 0.01 | 0.02 | 0.085 | 26.08 |
[1] |
ITO A, NISHINA K, NODA H M. Impacts of future climate change on the carbon budget of northern high-latitude terrestrial ecosystems: An analysis using ISI-MIP data[J]. Polar Science, 2016, 10(3): 346-355.
DOI URL |
[2] |
GROSHANS G R, MIKHAILOVA E A, POST C J, et al. Accounting for soil inorganic carbon in the ecosystem services framework for United Nations sustainable development goals[J]. Geoderma, 2018, 324: 37-46.
DOI URL |
[3] |
LIANG Y J, HASHIMOTO S, LIU L J. Integrated assessment of land-use/land-cover dynamics on carbon storage services in the Loess Plateau of China from 1995 to 2050[J]. Ecological Indicators, 2021, 120: 106939.
DOI URL |
[4] |
LI K R. Vegetation and soil carbon storage in China[J]. Science in China Series D, 2004, 47(1): 49.
DOI URL |
[5] |
ZAEHLE S, BONDEAU A, CARTER T R, et al. Projected changes in terrestrial carbon storage in Europe under climate and land-use change, 1990-2100[J]. Ecosystems, 2007, 10(3): 380-401.
DOI URL |
[6] |
ZHU W B, ZHANG J J, CUI Y P, et al. Ecosystem carbon storage under different scenarios of land use change in Qihe catchment, China[J]. Journal of Geographical Sciences, 2020, 30(9): 1507-1522.
DOI URL |
[7] |
FOLEY J A, DEFRIES R, ASNER G P, et al. Global consequences of land use[J]. Science, 2005, 309: 570-574.
DOI URL |
[8] |
BAUMANN M, GASPARRI I, PIQUER-RODRÍGUEZ M, et al. Carbon emissions from agricultural expansion and intensification in the Chaco[J]. Global Change Biology, 2017, 23(5): 1902-1916.
DOI URL |
[9] |
ZHANG M, HUANG X J, CHUAI X W, et al. Impact of land use type conversion on carbon storage in terrestrial ecosystems of China: A spatial-temporal perspective[J]. Scientific Reports, 2015, 5: 10233.
DOI URL |
[10] | SOLOMO S. IPCC(2007): Climate change the physical science basis[M]// AGU. AGU Fall Meeting Abstracts. Boulder: AGU, 2007: 1. |
[11] |
HE Q S, ZENG C, XIE P, et al. An assessment of forest biomass carbon storage and ecological compensation based on surface area: A case study of Hubei Province, China[J]. Ecological Indicators, 2018, 90: 392-400.
DOI URL |
[12] |
KERTÉSZ Á, NAGY L A, BALÁZS B. Effect of land use change on ecosystem services in Lake Balaton Catchment[J]. Land Use Policy, 2019, 80: 430-438.
DOI URL |
[13] |
NIE X, LU B, CHEN Z P, et al. Increase or decrease? Integrating the CLUMondo and InVEST models to assess the impact of the implementation of the Major Function Oriented Zone planning on carbon storage[J]. Ecological Indicators, 2020, 118: 106708.
DOI URL |
[14] |
JIANG W G, DENG Y, TANG Z H, et al. Modelling the potential impacts of urban ecosystem changes on carbon storage under different scenarios by linking the CLUE-S and the InVEST models[J]. Ecological Modelling, 2017, 345: 30-40.
DOI URL |
[15] | BARTLETT J, RUSCH G, KYRKJEEIDE M O, et al. Carbon Storage in Norwegian Ecosystems[R]. Roeros: Norwegian Institute for Nature Research, 2020. |
[16] |
XIA H J, LIU L S, BAI J H, et al. Wetland ecosystem service dynamics in the Yellow River estuary under natural and anthropogenic stress in the past 35 years[J]. Wetlands, 2020, 40(6): 2741-2754.
DOI URL |
[17] |
XIAO D Y, NIU H P, GUO J, et al. Carbon storage change analysis and emission reduction suggestions under land use transition: A case study of Henan province, China[J]. International Journal of Environmental Research and Public Health, 2021, 18(4): 1844.
DOI URL |
[18] |
SARATHCHANDRA C, ALEMU ABEBE Y, WORTHY F R, et al. Impact of land use and land cover changes on carbon storage in rubber dominated tropical Xishuangbanna, South West China[J]. Ecosystem Health and Sustainability, 2021, 7(1): 1915183.
DOI URL |
[19] | MAANAN M, MAANAN M, KARIM M, et al. Modelling the potential impacts of land use/cover change on terrestrial carbon stocks in north-west Morocco[J]. International Journal of Sustainable Deve-lopment and World Ecology, 2019, 26(6): 560-570. |
[20] | WANG C, ZHAN J Y, ZHANG F, et al. Analysis of urban carbon balance based on land use dynamics in the Beijing-Tianjin-Hebei region, China[J]. Journal of Cleaner Production, 2021, 281: 125-138. |
[21] |
ZHOU J J, ZHAO Y R, HUANG P, et al. Impacts of ecological restoration projects on the ecosystem carbon storage of inland river basin in arid area, China[J]. Ecological Indicators, 2020, 118: 106803.
DOI URL |
[22] |
LAI L, HUANG X J, YANG H, et al. Carbon emissions from land-use change and management in China between 1990 and 2010[J]. Science Advances, 2016, 2(11): e1601063.
DOI URL |
[23] |
CHU X, ZHAN J Y, LI Z H, et al. Assessment on forest carbon sequestration in the Three-North Shelterbelt Program region, China[J]. Journal of Cleaner Production, 2019, 215: 382-389.
DOI URL |
[24] |
LI C, ZHAO J, THINH N, et al. Assessment of the effects of urban expansion on terrestrial carbon storage: A case study in Xuzhou City, China[J]. Sustainability, 2018, 10(3): 647.
DOI URL |
[25] |
TANG L P, KE X L, ZHOU T, et al. Impacts of cropland expansion on carbon storage: A case study in Hubei, China[J]. Journal of Environmental Management, 2020, 265: 110515.
DOI URL |
[26] |
LI J Y, GONG J, GULDMANN J M, et al. Carbon dynamics in the northeastern Qinghai-Tibetan Plateau from 1990 to 2030 using landsat land use/cover change data[J]. Remote Sensing, 2020, 12(3): 528.
DOI URL |
[27] |
NING J, LIU J Y, KUANG W H, et al. Spatiotemporal patterns and characteristics of land-use change in China during 2010-2015[J]. Journal of Geographical Sciences, 2018, 28(5): 547-562.
DOI |
[28] | 李慧颖. 基于遥感和InVEST模型的辽宁省退耕还林工程生态效应评估[D]. 长春: 吉林大学, 2019. |
[29] | 邱建慧. 围填海活动对中国滨海湿地碳储量的影响研究[D]. 厦门: 厦门大学, 2017. |
[30] | 侯振宏. 中国林业活动碳源汇及其潜力研究[D]. 北京: 中国林业科学研究院, 2010. |
[31] | 孔君洽, 杜泽玉, 杨荣, 等. 黑河中游土地利用/覆被变化及其对碳储量影响的预测[J]. 中国沙漠, 2019, 39(3): 87-97. |
[32] | 周涛, 史培军. 土地利用变化对中国土壤碳储量变化的间接影响[J]. 地球科学进展, 2006, 21(2): 138-143. |
[33] | 柯新利, 唐兰萍. 城市扩张与耕地保护耦合对陆地生态系统碳储量的影响: 以湖北省为例[J]. 生态学报, 2019, 39(2): 672-683. |
[34] | 徐自为, 张智杰. 基于土地利用变更调查的2010-2016年新疆尉犁县生态系统碳储量时空变化[J]. 环境科学研究, 2018, 31(11): 1909-1917. |
[35] |
ZHU G F, QIU D D, ZHANG Z X, et al. Land-use changes lead to a decrease in carbon storage in arid region, China[J]. Ecological Indicators, 2021, 127: 107770.
DOI URL |
[36] |
TAO Y, LI F, WANG R S, et al. Effects of land use and cover change on terrestrial carbon stocks in urbanized areas: A study from Changzhou, China[J]. Journal of Cleaner Production, 2015, 103: 651-657.
DOI URL |
[37] |
CLERICI N, COTE-NAVARRO F, ESCOBEDO F J, et al. Spatio-temporal and cumulative effects of land use-land cover and climate change on two ecosystem services in the Colombian Andes[J]. Science of the Total Environment, 2019, 685: 1181-1192.
DOI URL |
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