Please wait a minute...
 
自然资源遥感  2022, Vol. 34 Issue (3): 97-105    DOI: 10.6046/zrzyyg.2021229
  技术应用 本期目录 | 过刊浏览 | 高级检索 |
基于长时间序列遥感数据的深圳景观连通性动态变化研究
唐文魁1,2(), 俞露2(), 周伟奇1, 岳隽2, 周正2
1.中国科学院生态环境研究中心,城市与区域生态国家重点实验室,北京 100085
2.深圳市城市规划设计研究院有限公司,深圳 518028
Dynamic changes in the landscape connectivity in Shenzhen City determined based on the long time series of remote sensing data
TANG Wenkui1,2(), YU Lu2(), ZHOU Weiqi1, YUE Jun2, ZHOU Zheng2
1. State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
2. Urban Planning and Design Institute of Shenzhen, Shenzhen 518028, China
全文: PDF(6140 KB)   HTML  
输出: BibTeX | EndNote (RIS)      
摘要 

在过去30 a间深圳市的土地利用经历了从剧烈变化到近于饱和的过程。文章基于1988—2015年10期深圳市土地覆盖/利用数据,结合形态学空间格局分析(morphological spatial pattern analysis,MSPA)和图论模型定量分析了深圳生态用地的景观连通性。结果表明,生态用地中耕地在深圳城市化不同阶段均为城市用地扩张的主要土地来源,2005年后林地作为城市土地来源的比例显著提升。景观连通性方面,1988—2015年间深圳市生态用地等效连通面积(equivalent connected area,ECA)减少了1 175.4 km2,网络连接度(degree of network connectivity,DOC)降低了43.51%。自深圳2005年划定基本生态控制线以来,城市生境退化趋势明显放缓,但生态用地ECA依然以每年11.9 km2的速度被逐渐侵蚀。斑块重要性分析表明,阳台山和塘朗山等区域是目前维持深圳市现有景观连通性的关键枢纽节点,需加大保护力度。

服务
把本文推荐给朋友
加入引用管理器
E-mail Alert
RSS
作者相关文章
唐文魁
俞露
周伟奇
岳隽
周正
关键词 景观连通性图论形态学空间格局分析(MSPA)土地覆盖/利用遥感影像深圳市    
Abstract

In the past 30 years, the land use in Shenzhen City has changed dramatically until it is almost saturated now. Using the morphological spatial pattern analysis (MSPA) and the graph theory, this study quantitatively analyzed the landscape connectivity of ecological land in Shenzhen based on ten phases of remote sensing images for land cover or use from 1988 to 2015. The results show that the cultivated land was the main land source in various periods of Shenzhen’s rapid urbanization, while the proportion of forest land used for urban development had risen since 2005. For Shenzhen’s landscape connectivity from 1988 to 2015, the equivalent connected area (ECA) of the ecological land decreased by 1 175.4 km2, and the degree of network connectivity (DOC) decreased by 43.51%. Since the delineation of Shenzhen’s basic ecological control boundary in 2005, the pace of urban habitat degradation has slowed down but the ECA of the ecological land had still been gradually eroded at a rate of 11.9 km2 per year. The analysis of the importance of ecological patches shows that areas like the Yangtai Mountain and Tanglang Mountain are key ecological nodes for landscape connectivity and should be protected with greater efforts.

Key wordslandscape connectivity    graph theory    morphological spatial pattern analysis (MSPA)    remote sensing image of land cover or use    Shenzhen City
收稿日期: 2021-07-28      出版日期: 2022-09-21
ZTFLH:  TP79  
基金资助:国家重点研发计划课题“粤港澳大湾区城市群综合决策和协同服务研究与示范”(2019YFB2103104)
通讯作者: 俞露
作者简介: 唐文魁(1985-),男,博士后,主要研究方向为国土资源规划。Email: tangwk@upr.cn
引用本文:   
唐文魁, 俞露, 周伟奇, 岳隽, 周正. 基于长时间序列遥感数据的深圳景观连通性动态变化研究[J]. 自然资源遥感, 2022, 34(3): 97-105.
TANG Wenkui, YU Lu, ZHOU Weiqi, YUE Jun, ZHOU Zheng. Dynamic changes in the landscape connectivity in Shenzhen City determined based on the long time series of remote sensing data. Remote Sensing for Natural Resources, 2022, 34(3): 97-105.
链接本文:  
https://www.gtzyyg.com/CN/10.6046/zrzyyg.2021229      或      https://www.gtzyyg.com/CN/Y2022/V34/I3/97
Fig.1  深圳市行政区与陆域高程分布
年份 解译精度
总精度/% Kappa
1988年 89.22 0.876
1990年 89.23 0.898
1993年 90.55 0.891
1996年 91.31 0.901
2001年 88.78 0.876
2005年 89.65 0.893
2008年 90.79 0.889
2011年 88.27 0.872
2013年 90.98 0.896
2015年 91.63 0.912
平均值 90.04 0.890
Tab.1  研究区1988—2015年土地利用分类总体精度[16]
Fig.2  1988—2015年深圳市土地利用变化
阶段 来自林地 来自草地 来自耕地 来自水体
1988—1991年 35.70 0.24 64.07 0.00
1991—1993年 12.27 2.33 70.86 14.53
1993—1996年 38.00 0.09 54.46 7.46
1996—2001年 23.54 2.38 64.28 9.80
2001—2005年 12.53 5.05 74.08 8.33
2005—2008年 37.71 8.18 38.22 15.89
2008—2011年 41.37 9.68 42.38 6.57
2011—2013年 40.66 3.65 42.51 13.18
2013—2015年 29.91 10.67 49.85 9.57
Tab.2  1988—2015年深圳市建成区不同来源占比
Fig.3  1988—2015年深圳市MSPA斑块类型面积和数量的时间序列变化
Fig.4  深圳市生态用地网络组分分布
年份 生态用地 林地 耕地 水体
组分数/个 ECA/km2 DOC/% ECA/km2 DOC/% ECA/km2 DOC/% ECA/km2 DOC/%
1988年 93 1 589.61 98.90 395.75 62.06 150.57 95.78 63.71 56.88
1991年 139 1 457.78 98.78 404.14 60.42 53.31 60.74 76.90 66.56
1993年 201 1 300.82 97.78 397.03 60.42 24.39 39.31 65.80 62.63
1996年 205 1 018.23 87.34 374.26 59.06 19.05 36.56 43.02 49.90
2001年 238 897.26 88.17 266.39 47.60 9.33 32.21 33.74 46.86
2005年 390 533.52 58.33 348.38 62.88 2.11 24.91 23.63 43.85
2008年 412 545.15 61.30 341.02 60.75 1.42 22.26 15.30 32.50
2011年 358 463.65 52.60 260.75 47.01 2.78 32.18 16.41 33.95
2013年 585 348.57 49.58 240.83 48.77 1.14 24.93 13.81 34.84
2015年 449 414.21 55.39 248.71 49.77 1.07 20.98 14.99 38.02
Tab.3  1988—2015年深圳市生态用地及各类用地连通性变化
Fig.5  深圳市生态用地斑块连通重要性评价
[1] Cotter M, Häuser I, Harich F K, et al. Biodiversity and ecosystem services:A case study for the assessment of multiple species and functional diversity levels in a cultural landscape[J]. Ecological Indicators, 2017, 75:111-117.
doi: 10.1016/j.ecolind.2016.11.038
[2] Liu W, Hughes A C, Bai Y, et al. Using landscape connectivity tools to identify conservation priorities in forested areas and potential restoration priorities in rubber plantation in Xishuangbanna,Southwest China[J]. Landscape Ecology, 2020, 35(2):389-402.
doi: 10.1007/s10980-019-00952-2
[3] Acevedo M A, Sefair J A, Smith J C, et al. Conservation under uncertainty:Optimal network protection strategies for worst-case disturbance events[J]. Journal of Applied Ecology, 2015, 52(6):1588-1597.
doi: 10.1111/1365-2664.12532
[4] 齐珂, 樊正球. 基于图论的景观连接度量化方法应用研究——以福建省闽清县自然森林为例[J]. 生态学报, 2016, 36(23):7580-7593.
Qi K, Fan Z Q. Evaluation method for landscape connectivity based on graph theory:A case study of natural forests in Minqing County,Fujian Province[J]. Acta Ecologica Sinica, 2016, 36(23):7580-7593.
[5] Wang L, Young S S, Wang W, et al. Conservation priorities of forest ecosystems with evaluations of connectivity and future threats:Implications in the Eastern Himalaya of China[J]. Biological Conservation, 2016, 195:128-135.
doi: 10.1016/j.biocon.2015.12.044
[6] Shanthala D B S, Murthy M S R, Debnath B, et al. Forest patch connectivity diagnostics and prioritization using graph theory[J]. Ecological Modelling, 2013, 251:279-287.
doi: 10.1016/j.ecolmodel.2012.12.022
[7] Baranyi G, Saura S, Podani J, et al. Contribution of habitat patches to network connectivity:Redundancy and uniqueness of topological indices[J]. Ecological Indicators, 2011, 11(5):1301-1310.
doi: 10.1016/j.ecolind.2011.02.003
[8] Saura S, Pascual-Hortal L. A new habitat availability index to integrate connectivity in landscape conservation planning:Comparison with existing indices and application to a case study[J]. Landscape and Urban Planning, 2007, 83(2):91-103.
doi: 10.1016/j.landurbplan.2007.03.005
[9] Saura S, Torné J. Conefor Sensinode 2.2:A software package for quantifying the importance of habitat patches for landscape connectivity[J]. Environmental Modelling and Software, 2009, 24(1):135-139.
doi: 10.1016/j.envsoft.2008.05.005
[10] Vogt P, Riitters K. GuidosToolbox:Universal digital image object analysis[J]. European Journal of Remote Sensing, 2017, 50(1):352-361.
doi: 10.1080/22797254.2017.1330650
[11] 陈昕, 彭建, 刘焱序, 等. 基于“重要性—敏感性—连通性”框架的云浮市生态安全格局构建[J]. 地理研究, 2017, 36(3):471-484.
doi: 10.11821/dlyj201703006
Chen X, Peng J, Liu Y X, et al. Constructing ecological security patterns in Yunfu City based on the framework of importance-sensitivity-connectivity[J]. Geographical Research, 2017, 36(3):471-484.
[12] 倪庆琳, 侯湖平, 丁忠义, 等. 基于生态安全格局识别的国土空间生态修复分区——以徐州市贾汪区为例[J]. 自然资源学报, 2020, 35(1):204-216.
Ni Q L, Hou H P, Ding Z Y, et al. Ecological remediation zoning of territory based on the ecological security pattern recognition:Taking Jiawang District of Xuzhou City as an example[J]. Journal of Natural Resources, 2020, 35(1):204-216.
doi: 10.31497/zrzyxb.20200117
[13] 王博娅, 刘志成. 北京市海淀区绿地结构功能性连接分析与构建策略研究[J]. 景观设计学, 2019, 7(1):34-51.
Wang B Y, Liu Z C. Functional connectivity analyses and construction strategies of the structure of green space network in Haidian District of Beijing[J]. Landscape Architecture Frontiers, 2019, 7(1):34-51.
doi: 10.15302/J-LAF-20190104
[14] 吴健生, 刘洪萌, 黄秀兰, 等. 深圳市生态用地景观连通性动态评价[J]. 应用生态学报, 2012, 23(9):2543-2549.
Wu J S, Liu H M, Huang X L, et al. Dynamic evaluation on landscape connectivity of ecological land:A case study of Shenzhen,Guangdong Province of South China[J]. Chinese Journal of Applied Ecology, 2012, 23(9):2543-2549.
[15] 曹翊坤, 付梅臣, 谢苗苗, 等. 基于LSMM与MSPA的深圳市绿色景观连通性研究[J]. 生态学报, 2015, 35(2):526-536.
Cao Y K, Fu M C, Xie M M, et al. Landscape connectivity dynamics of urban green landscape based on morphological spatial pattern analysis (MSPA) and linear spectral mixture model (LSMM) in Shenzhen[J]. Acta Ecologica Sinica, 2015, 35(2):526-536.
[16] Dou P, Chen Y. Dynamic monitoring of land-use/land-cover change and urban expansion in Shenzhen using Landsat imagery from 1988 to 2015[J]. International Journal of Remote Sensing, 2017, 38(19):5388-5407.
doi: 10.1080/01431161.2017.1339926
[17] Velázquez J, Gutiérrez J, Hernando A, et al. Evaluating landscape connectivity in fragmented habitats:Cantabrian capercaillie (tetrao urogallus cantabricus) in Northern Spain[J]. Forest Ecology and Management, 2017, 389:59-67.
doi: 10.1016/j.foreco.2016.12.006
[18] Soille P, Vogt P. Morphological segmentation of binary patterns[J]. Pattern Recognition Letters, 2009, 30(4):456-459.
doi: 10.1016/j.patrec.2008.10.015
[19] 朱强, 俞孔坚, 李迪华. 景观规划中的生态廊道宽度[J]. 生态学报, 2005, 25(9):2406-2412.
Zhu Q, Yu K J, Li D H. The width of ecological corridor in landscape planning[J]. Acta Ecologica Sinica, 2005, 25(9):2406-2412.
[20] 史芳宁, 刘世梁, 安毅, 等. 城市化背景下景观破碎化及连接度动态变化研究——以昆明市为例[J]. 生态学报, 2020, 40(10):3303-3314.
Shi F N, Liu S L, An Y, et al. Changes of landscape fragmentation and connectivity with urbanization:A case study of Kunming City[J]. Acta Ecologica Sinica, 2020, 40(10):3303-3314.
[21] Saura S, Rubio L. A common currency for the different ways in which patches and links can contribute to habitat availability and connectivity in the landscape[J]. Ecography, 2010, 33(3):523-537.
[22] 于亚平, 尹海伟, 孔繁花, 等. 南京市绿色基础设施网络格局与连通性分析的尺度效应[J]. 应用生态学报, 2016, 27(7):2119-2127.
doi: 10.13287/j.1001-9332.201607.006
Yu Y P, Yin H W, Kong F H, et al. Scale effect of Nanjing urban green infrastructure network pattern and connectivity analysis[J]. Chinese Journal of Applied Ecology, 2016, 27(7):2119-2127.
[23] Yin D, Leroux S J, He F. Methods and models for identifying thresholds of habitat loss[J]. Ecography, 2017, 40(1):131-143.
doi: 10.1111/ecog.02557
[24] 邓金杰, 黄伟坚. 城市生态用地管控:问题及规划管理建议——以深圳市为例[J]. 城市观察, 2018(3):131-138.
Deng J J, Huang W J. Problems and suggestions on urban ecological land use control:A case study of Shenzhen[J]. Urban Insight, 2018(3):131-138.
[25] 张甜, 王仰麟, 刘焱序, 等. 1987—2015年深圳市主城区景观演变过程多时相识别[J]. 地理学报, 2016, 71(12):2170-2184.
doi: 10.11821/dlxb201612008
Zhang T, Wang Y L, Liu Y X, et al. Multi-temporal detection of landscape evolution in western Shenzhen City during 1987—2015[J]. Acta Geographica Sinica, 2016, 71(12):2170-2184.
[26] 吴健生, 黄乔, 曹祺文. 深圳市基本生态控制线划定对生态系统服务价值的影响[J]. 生态学报, 2018, 38(11):3756-3765.
Wu J S, Huang Q, Cao Q W. Effects of basic ecological control line policy on ecosystem services value in Shenzhen[J]. Acta Ecologica Sinica, 2018, 38(11):3756-3765.
[1] 姚丙秀, 黄亮, 许艳松. 一种结合超像素和图论的高空间分辨率遥感影像分割方法[J]. 国土资源遥感, 2019, 31(3): 72-79.
[2] 聂娟, 王薇, 张宝军. 深圳市土地覆盖格局空间变化研究[J]. 国土资源遥感, 2009, 21(3): 84-87.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
京ICP备05055290号-2
版权所有 © 2015 《自然资源遥感》编辑部
地址:北京学院路31号中国国土资源航空物探遥感中心 邮编:100083
电话:010-62060291/62060292 E-mail:zrzyyg@163.com
本系统由北京玛格泰克科技发展有限公司设计开发