题名

Geographic Detection, Trend Fitting, and Prediction of Land Ecological Security Pattern in Yan'an, Shaanxi Province

并列篇名

陝西省延安市土地生態安全格局地理檢測、趨勢擬合與預測

DOI

10.6937/TWC.202212_70(4).0005

作者

Xue Shang;Wenbo Chen;Zhaoquan He;Tonghui Zhang

关键词

LES ; PSR model ; Yan'an ; Geographic detector model

期刊名称

台灣水利

卷期/出版年月

70卷4期(2022 / 12 / 01)

页次

57 - 73

内容语文

英文;繁體中文

中文摘要

Understanding the spatial-temporal variations of land ecological security (LES) in Yan'an is an essential precondition for regional land ecological preservation. The LES level was determined by utilizing the pressure-state-response (PSR) model and comprehensive index method, its response to the evaluating factors was investigated by using the geographical detector model, and its trend was fitted and predicted by Mann-Kendall (MK) test and autoregressive integrated moving average (ARIMA) model. The following main findings emerged: (1) From 2000 to 2018, the LES gradually improved from south to north. The ecological security of Yan'an was substantially higher in the southeast and southwest, while the zone with medium and high ecological security expanded from south to north. (2) The effect of each evaluation index factor on land ecological security differed considerably. The most influential natural index factors were ecosystem service value (0.29) and ecological environment elasticity (0.30). Among the index factors of humanity (0.30), the artificial disturbance index and per capita land area (0.24) were the most influential. (3) The level of LES in each district and county exhibited a relatively stable status overall, each evaluation index factor had a significant interactive relationship with LES, which corresponded to a mutual and nonlinear enhancement. (4) The area of zones with high LES levels declined nonlinearly from 2000 to 2018 but stabilized dramatically between 2019 and 2023. In sum, the ecological security of Yan'an has improved overall, but it is necessary to further and continuously expand the region of high-level LES. Our study recommends that future emphasis should be placed on major indicators influencing LES to ensure better land ecological planning.

主题分类 工程學 > 水利工程
参考文献
  1. Almeida, C.M.,Batty, M.,Monteiro, A.M.V.(2003).Stochastic cellular automata modeling of urban land use dynamics: empirical development and estimation.Computers, Environment and Urban Systems,27(5),481-509.
  2. Babu, C.N.,Sure, P.(2016).Partitioning and interpolation based hybrid ARIMA–ANN model for time series forecasting.Sādhanā,41(7),695-706.
  3. Bastien, T.,Charles, A.,Sébastien, L.D.(2018).Locally weighted regression models for surrogate-assisted design optimization.Optimization and Engineering,19,213-238.
  4. Britz, W.,Verburg, P.H.,Leip, A.(2011).Modelling of land cover and agricultural change in Europe: combining the clue and Capri-spat approaches.Agriculture Ecosystems & Environment,142(1-2),40-50.
  5. Cameron, D.R.,Marvin, D.C.,Remucal, J.M.(2017).Ecosystem management and land conservation can substantially contribute to California’s climate mitigation goals.Proceedings of the National Academy of Sciences of the United States of America,114(48),12833-12838.
  6. Dai, Z.y.,Y, C.X.,Xin, G.X.(2019)。Ecological function evaluation and structural optimization of land use in hilly mountainous areas。Ecological Science,38(4),194-201。
  7. Duan, Y.F.,Ren, Z.Y.,Zhou, X.(2020)。Spatio-temporal variation in the land ecological risk of Yan'an city。Remote Sensing for Land and Resources,32(5),120-129。
  8. Feng, Y.,Yang, Q.,Tong, X.(2018).Evaluating LES and examining its relationships with driving factors using GIS and generalized additive model.Science of the Total Environment,633,1469-1479.
  9. Gao, S.,Sun, H.H.,Cao, G.X.(2018).Dynamic assessment of LES under urbanization: a case study of Pingtan island in the southeast coast of China.Environmental Earth Sciences,77(14),531-538.
  10. Gocic, M.,Trajkovic, S.(2013).Analysis of changes in meteorological variables using Mann-Kendall and Sen's slope estimator statistical tests in Serbia.Global and Planetary Change,100,172-182.
  11. Hawthorn, G.(1969).Innovation diffusion as a spatial process.Sociology,3(2),270-270.
  12. He, G.H.,Zhao, Y.,Wang, J.H.(2018).Impact of large-scale vegetation restoration project on summer land surface temperature on the Loess Plateau, China.Journal of Arid Land,10,892-904.
  13. Huang, H.L.,Luo, W.B.,Wu, C.F.(2010).Evaluation of land eco-security based on matter element analysis.Transactions of the CSAE,26(3),316-322.
  14. Huang, M.Y.,Yue, W.Z.,Fang, B.(2019)。Scale response characteristics and geographic exploration mechanism of spatial differentiation of ecosystem service values in Dabie mountain area, central China from 1970 to 2015。Acta Geographica Sinica,74(9),1904-1920。
  15. Jeong, C.H.,Herod, D.,Dabek-Zlotorzynska, E.(2013).Identification of the sources and geographic origins of black carbon using factor analysis at paired rural and urban sites.Environmental Science & Technology,47(15),8462-8470.
  16. Ji, Y.M.,Wang, X.W.,Liang, B.C.(2011)。Dynamic change of land use and ecological carrying capacity in northern Shaanxi Province。China Population, Resources and Environment,21(3),271-274。
  17. Jiang, C.,Zhang, L.B.(2016).Effect of ecological restoration and climate change on ecosystems: a case study in the Three-Rivers Headwater region, China.Environ Monit Assess,188,382.
  18. Lange, H.J.D.,Lahr, J.,Van, d.P.J.J.(2010).Ecological vulnerability in wildlife: an expert judgment and multicriteria analysis tool using ecological traits to assess relative impact of pollutants.Environmental Toxicology & Chemistry,28(10),2233-2240.
  19. Li, P.X.,Gao, J.L.,Chen, J.L.(2020).Quantitative assessment of ecological stress of construction lands by quantity and location: case study in southern Jiangsu, eastern China.Environment, Development and Sustainability,22,1559-1578.
  20. Li, T.S.,Wei, Y.Q.(2005)。The current situation and prospect of the study on industrial ecology。Acta Ecologica Sinica,25(4),869-877。
  21. Li, X.Y.,Ma, K.M.,Fu, B.J.(2004)。The regional pattern for ecological security (RPES): designing principles and method。Acta Ecologica Sinica,24(5),1055-1062。
  22. Liao, H.,Sarver, E.,Krometis(2018).Interactive effects of water quality, physical habitat, and watershed anthropogenic activities on stream ecosystem health.Water research,130(1),69-78.
  23. Liu, C.,Zhu, K.,Liu, J.(2017)。Evolution and prediction of land cover and biodiversity function in Chongqing section of three gorges reservoir area。Transactions of the Chinese Society of Agricultural Engineering,33(19),258-267。
  24. Liu, Q.,Yang, A.P.,Han, F.(2016).NDVI-based vegetation dynamics and their response to recent climate change: a case study in the Tianshan mountains, China.Environmental Earth Sciences,75(16),1189.
  25. Lockwood, J.(1999).Agriculture and biodiversity: finding our place in this world.Agriculture and Human Values,16(4),365-379.
  26. Mann, H.B., “Nonparametric tests against trend,” Econometrica, Vol.13(3): 245-259, 1945.
  27. Mitsova, D.,Shuster, W.,Wang, X.(2011).A cellular automata model of land cover changes to integrate urban growth with open space conservation.Landscape and Urban Planning,99(2),141-153.
  28. Palma, P.,Matos, C.,Alvarenga, P.(2018).Ecological and ecotoxicological responses in the assessment of the ecological status of freshwater systems: a case-study of the temporary stream Brejo of Cagarrão (South of Portugal).Science of the Total Environment,634,394-406.
  29. Peng, W.F.,Zhang, D.M.,Luo, Y.N.(2019)。Influence of natural factors on vegetation NDVI using geographical detection in Sichuan province。Acta Geographica Sinica,74(9),1758-1776。
  30. Popkova, E.G.,Shakhovskaya, L.S.,Abramov, S.A.(2016).Ecological clusters as a tool of improving the environmental safety in developing countries.Environment, Development and Sustainability,18,1049-1057.
  31. Shi, Y.S.,Li, J.Q.,Xie, M.Q.(2018).Evaluation of the ecological sensitivity and security of tidal flats in Shanghai.Ecological Indicators,85,729-741.
  32. Sorvari, J.,Schultz, E.,Haimi, J.(2013).Assessment of ecological risks at former landfill site using TRIAD procedure and multicriteria analysis.Environmental Monitoring and Assessment,33(2),203-219.
  33. Su, S.,Chen, X.,DeGloria, S.D.(2010).Integrative fuzzy set pair model for LES assessment: a case study of xiaolangdi reservoir region, China.Stochastic Environmental Research and Risk Assessment,24(5),639-647.
  34. Tian, S.Q.,Wang, S.J.,Bai, X.Y.(2020).Ecological security and health risk assessment of soil heavy metals on a village-level scale, based on different land use types.Environmental Geochemistry and Health,42,3393-3413.
  35. Wu, G.,Fu, S.H.,Yang, Y.F.(2018)。Analysis on change in ecological tootprint and land carrying capacity in Yan'an city from 2006 to 2014。Research of Soil and Water Conservation,25,259-264+276。
  36. Xu, Y.,Tang, H.,Wang, B.(2016).Effects of land-use intensity on ecosystem services and human well-being: a case study in Huailai County, China.Environmental Earth Sciences,75(5),1-11.
  37. Yu, R.R.,Xie, W.X.,Zhao, Q.S.(2012)。Ecological safety assessment of Dagu estuary wetland in Jiaozhou Bay of Shandong province, east China based on landscape pattern。Chinese Journal of Ecology,31(11),2891-2899。
  38. Zhang, H.K.,Li, C.D.,Hu, X.L.(2021).Deformation response and triggering factors of the reservoir landslide–pile system based upon geographic detector technology and uncertainty of monitoring data.Stochastic Environmental Research and Risk Assessment,35,1481-1498.
  39. Zhang, J.,Zhang, L.,Wang, D.Y.(2019)。Study on land use and cover change in Yan'an city from 1990 to 2015。Hubei Agricultural Sciences,58(8),35-39+45。
  40. Zhang, N.,Chang, X.L.,Li, X.M.(2010)。Evaluation of ecological security pattern based on the desertification degree。Journal of Desert Research,30(2),247-253。
  41. Zhang, X.R.,Wang, Y.S.,Yuan, X.F.(2022).Regional land ecological security evaluation and ecological poverty alleviation practice: A case study of Yangxian county in Shaanxi province, China.Journal of Geographical Sciences,32,682-700.
  42. Zhou, J.,Wang, L.(2014).Comprehensive study on ecological restoration and land exploitation of mining subsidence in suburbs of Chinese mining cities.International Journal of Coal Science & Technology,1(2),248-252.