自然资源学报 ›› 2021, Vol. 36 ›› Issue (12): 3232-3246.doi: 10.31497/zrzyxb.20211216
刘飞1(), 刘峰贵1,2(
), 周强1,2, 陈琼1,2, 汪生珍1, 郭蓉1, 马伟东1
收稿日期:
2020-07-03
修回日期:
2020-11-18
出版日期:
2021-12-28
发布日期:
2022-02-28
通讯作者:
刘峰贵(1966- ),男,青海门源人,博士,教授,博士生导师,研究方向为青藏高原区域地理与环境变化。E-mail: lfg_918@163.com作者简介:
刘飞(1993- ),男,山西大同人,硕士,研究方向为自然地理综合研究。E-mail: 13734686612@163.com
基金资助:
LIU Fei1(), LIU Feng-gui1,2(
), ZHOU Qiang1,2, CHEN Qiong1,2, WANG Sheng-zhen1, GUO Rong1, MA Wei-dong1
Received:
2020-07-03
Revised:
2020-11-18
Online:
2021-12-28
Published:
2022-02-28
摘要:
全球变化背景下,青藏高原生态系统受到自然、人为双重影响和威胁,生态风险日益加剧。针对生态风险源、脆弱性以及风险管理能力选取30个评估指标,利用生态风险评估优化模型,综合评估了青藏高原的生态风险,并得出如下结论:青藏高原生态风险总体处于较低水平,以低和极低生态风险为主,共占研究区面积的55.84%;极高风险主要分布在北部高山和极高山地区,中等风险主要分布在高原北部以及高原的西部和西南部地区,中、高生态风险在空间分布上形成一个“C”字形结构;青藏高原生态风险整体受自然主导因子控制,人为对生态环境的影响不容忽视,协调和降低青藏高原人类活动区域人类对生态环境的影响,是今后规避生态风险的重要途径。
刘飞, 刘峰贵, 周强, 陈琼, 汪生珍, 郭蓉, 马伟东. 青藏高原生态风险及区域分异[J]. 自然资源学报, 2021, 36(12): 3232-3246.
LIU Fei, LIU Feng-gui, ZHOU Qiang, CHEN Qiong, WANG Sheng-zhen, GUO Rong, MA Wei-dong. Ecological risk and regional differentiation in the Qinghai-Tibet Plateau[J]. JOURNAL OF NATURAL RESOURCES, 2021, 36(12): 3232-3246.
表1
青藏高原生态风险评估指标的数据来源
指标类 | 指标项 | 数据来源 |
---|---|---|
生态风险源 | 洪水风险 | 全球风险数据平台( |
滑坡风险 | 全球风险数据平台( | |
土地沙漠化 | 中国科学院资源环境科学数据中心( | |
极端高温 | 陈锐杰[ | |
极端低温 | 陈锐杰[ | |
土壤侵蚀 | 中国科学院资源环境科学数据中心( | |
干旱指数 | 联合国粮农组织的全球地理信息系统( | |
人口密度 | 中国科学院资源环境科学数据中心( | |
耕地垦殖率 | 基于土地利用数据计算( | |
放牧强度 | 县国民经济和社会发展统计公报( | |
建设用地 | 中国科学院资源环境科学数据中心( | |
道路密度 | 全国地理信息资源目录服务系统( | |
生境破碎度 | 基于土地利用数据计算( | |
生态脆弱性 | 海拔 | 地理空间数据云平台( |
坡度 | 数字高程数据提取( | |
坡向 | 数字高程数据提取( | |
年降水量 | 中国科学院资源环境科学数据中心( | |
土壤有机质含量 | 1:100万中华人民共和国土壤图( | |
光合有效辐射 | 全球变化科学研究数据出版系统( | |
≥0 ℃积温 | 中国科学院资源环境科学数据中心( | |
植被类型 | 1:100万中国植被图集( | |
植被覆盖度 | 国家地球系统科学数据中心( | |
生物丰度指数 | 全球变化科学研究数据出版系统( | |
生态风险 管理能力 | 空气质量监测站点密度 | 公众环境研究中心( |
地表水水质监测点密度 | 公众环境研究中心( | |
生态保护行政单位密度 | 百度地图坐标点拾取系统( | |
政府组织调度能力 | 全国地理信息资源目录服务系统( | |
各等级自然保护区 | 中国科学院资源环境科学数据中心( | |
野生动物迁徙通道密度 | 中国地理图集[ | |
气象站点密度 | 中国科学院资源环境科学数据中心( |
[1] | 彭建, 党威雄, 刘焱序, 等. 景观生态风险评价研究进展与展望. 地理学报, 2015,70(4):664-677. |
[ PENG J, DANG W X, LIU Y X, et al. Review on landscape ecological risk assessment. Acta Geographica Sinica, 2015,70(4):664-677.] | |
[2] | 马克明, 孔红梅, 关文彬, 等. 生态系统健康评价: 方法与方向. 生态学报, 2001,21(12):2106-2116. |
[ MA K M, KONG H M, GUAN W B, et al. Ecosystem health assessment: Methods and directions. Acta Ecologica Sinica, 2001,21(12):2106-2116.] | |
[3] | 陈辉, 刘劲松, 曹宇, 等. 生态风险评价研究进展. 生态学报, 2006,26(5):1558-1566. |
[ CHEN H, LIU J S, CAO Y, et al. Progresses of ecological risk assessment. Acta Ecologica Sinica, 2006,26(5):1558-1566.] | |
[4] | IPCC. Climate Change 2007: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge, UK and New York, USA: Cambridge University Press, 2007. |
[5] | 秦大河, 罗勇, 陈振林, 等. 气候变化科学的最新进展: IPCC第四次评估综合报告解析. 气候变化研究进展, 2007,3(6):311-314. |
[ QIN D H, LUO Y, CHEN Z L, et al. Latest advances in climate change sciences: Interpretation of the synthesis report of the IPCC Fourth Assessment Report. Advances in Climate Change Research, 2007,3(6):311-314.] | |
[6] | 蔡金鑫. 全球气温或提前升高1.5 ℃. 生态经济, 2018,34(12):2-5. |
[ CAI J X. Global temperature may rise by 1.5 ℃ in advance. Ecological Economy, 2018,34(12):2-5.] | |
[7] | VENTER O, SANDERSON E W, MAGRACH A, et al. Data from: Global terrestrial Human Footprint maps for 1993 and 2009. Dryad Digital Repository, 2016, https://doi.org/10.5061/dryad.052q5.2. |
[8] | VENTER O, SANDERSON E W, MAGRACH A, et al. Sixteen years of change in the global terrestrial human footprint and implications for biodiversity conservation. Nature Communications, 2016. 7:12558, Doi: 10.1038/ncomms12558. |
[9] | 巩杰, 赵彩霞, 谢余初, 等. 基于景观格局的甘肃白龙江流域生态风险评价与管理. 应用生态学报, 2014,25(7):2041-2048. |
[ GONG J, ZHAO C X, XIE Y C, et al. Ecological risk assessment and its management of Bailongjiang Watershed, Southern Gansu based on landscape pattern. Chinese Journal of Applied Ecology, 2014,25(7):2041-2048.] | |
[10] | 颜磊, 许学工. 区域生态风险评价研究进展. 地域研究与开发, 2010,29(1):113-118, 129. |
[ YAN L, XU X G. Progress of regional ecological risk assessment. Areal Research and Development, 2010,29(1):113-118, 129.] | |
[11] | 曾建军, 邹明亮, 郭建军, 等. 生态风险评价研究进展综述. 环境监测管理与技术, 2017,29(1):1-5, 10. |
[ ZENG J J, ZOU M L, GUO J J, et al. Ecological risk assessment and its research progress. The Administration and Technique of Environmental Monitoring, 2017,29(1):1-5, 10.] | |
[12] | 刘迪, 陈海, 史琴琴, 等. 黄土丘陵沟壑区生态风险时空动态及其风险分区: 以陕西省米脂县为例. 自然资源学报, 2019,34(9):2012-2025. |
[ LIU D, CHEN H, SHI Q Q, et al. Spatio-temporal variation of ecological risk in the loess hilly-gully region and its precaution partitions: A case study of Mizhi county, Shaanxi province, China. Journal of Natural Resources, 2019,34(9):2012-2025.] | |
[13] | HEENKENDA M K, BARTOLO R. Regional ecological risk assessment using a relative risk model: A case study of the Darwin Harbour, Darwin, Australia. Human and Ecological Risk Assessment: An International Journal, 2015,22(2):401-423. |
[14] | KANWAR P, BOWDEN W B, GREENHALGH S. A regional ecological risk assessment of the Kaipara Harbour, New Zealand, using a relative risk model. Human and Ecological Risk Assessment: An International Journal, 2014,21(4):1123-1146. |
[15] | WALKER R, LANDIS W P B. Developing a regional ecological risk assessment: A case study of a tasmanian agricultural catchment. Human and Ecological Risk Assessment: An International Journal, 2001,7(2):417-439. |
[16] | MATTSON K M. Modeling ecological risks at a landscape scale: Threat assessment in the upper Tennessee River Basin. Virginia Polytechnic Institute, 2016: 1-188. |
[17] | SAMANTA P, IM H, NA J, et al. Ecological risk assessment of a contaminated stream using multi-level integrated biomarker response in Carassius auratus. Environ Pollut, 2018,233:429-438. |
[18] | KIM J H, YEOM D H, KIM W K, et al. Regional ecological health or risk assessments of stream ecosystems using biomarkers and bioindicators of target species (Pale Chub),. Water, Air & Soil Pollution, 2016,227(12):469. |
[19] | CHAKRABORTY P, MUKHOPADHYAY M, SAMPATH S, et al. Organic micropollutants in the surface riverine sediment along the lower stretch of the transboundary river Ganga: Occurrences, sources and ecological risk assessment. Environmental Pollution, 2019,249:1071-1080. |
[20] | MORAES R, LANDIS W G, MOLANDER S. Regional risk assessment of a Brazilian Rain Forest Reserve. Human and Ecological Risk Assessment: An International Journal, 2010,8(7):1779-1803. |
[21] | 殷贺, 王仰麟, 蔡佳亮, 等. 区域生态风险评价研究进展. 生态学杂志, 2009,28(5):969-975. |
[ YIN H, WANG Y L, CAI J L, et al. Regional ecological risk assessment: Its research progress and prospect. Chinese Journal of Ecology, 2009,28(5):969-975.] | |
[22] | 陈峰, 李红波, 张安录. 基于生态系统服务的中国陆地生态风险评价. 地理学报, 2019,74(3):432-445. |
[ CHEN F, LI H B, ZHANG A L. Ecological risk assessment based on terrestrial ecosystem services in China. Acta Geographica Sinica, 2019,74(3):432-445.] | |
[23] | XU X G, XU L F, YAN L, et al. Integrated regional ecological risk assessment of multi-ecosystems under multi-disasters: A case study of China. Environmental Earth Sciences, 2015,74(1):747-758. |
[24] | 张雅洲, 谢小平. 基于RS和GIS的南四湖生态风险评价. 生态学报, 2015,35(5):1371-1377. |
[ ZHANG Y Z, XIE X P. Regional ecological risk assessment in Nansi lake based on RS and GIS. Acta Ecologica Sinica, 2015,35(5):1371-1377.] | |
[25] | 王艳分, 倪兆奎, 李晓秀, 等. 洞庭湖生态风险评价及阶段性特征. 中国环境科学, 2019,39(1):321-329. |
[ WANG Y F, NI Z K, LI X X, et al. The ecological risk assessment and stage characteristics of Dongting Lake. China Environmental Science, 2019,39(1):321-329.] | |
[26] | TAN J, LI A, LEI G, et al. A novel and direct ecological risk assessment index for environmental degradation based on response curve approach and remotely sensed data. Ecological Indicators, 2019,98:783-793. |
[27] | 许开鹏, 王晶晶, 迟妍妍, 等. 基于综合生态风险的云贵高原土地利用优化与持续利用对策. 生态学报, 2016,36(3):821-827. |
[ XU K P, WANG J J, CHI Y Y, et al. Spatial optimization and sustainable use of land based on an integrated ecological risk in the Yun-Gui Plateau Region. Acta Ecologica Sinica, 2016,36(3):821-827.] | |
[28] | 王洁, 摆万奇, 田国行. 土地利用生态风险评价研究进展. 自然资源学报, 2020,35(3):576-585. |
[ WANG J, BAI W Q, TIAN G H. A review on ecological risk assessment of land use. Journal of Natural Resources, 2020,35(3):576-585.] | |
[29] | 张天华, 王彤, 黄琼中, 等. 西藏高原拉萨河流域生态风险评估. 生态学报, 2018,38(24):9012-9020. |
[ ZHANG T H, WANG T, HUANG Q Z, et al. Ecological risk assessment of Lhasa River Basin on the Tibetan Plateau. Acta Ecologica Sinica, 2018,38(24):9012-9020.] | |
[30] | 赵丹阳, 曾永年. 青海高原东部河湟谷地生态风险评价: 以海东市为例. 中国沙漠, 2016,36(4):1190-1197. |
[ ZHAO D Y, ZENG Y N. Land use changes and ecological risk assessment in Eastern Qinghai Plateau: A case study in Haidong, Qinghai, China. Journal of Desert Research, 2016,36(4):1190-1197.] | |
[31] | YUE D X, ZENG J J, YANG C, et al. Ecological risk assessment of the Gannan Plateau, Northeastern Tibetan Plateau. Journal of Mountain Science, 2018,15(6):1254-1267. |
[32] | 周伟, 曾云英, 陈绍军, 等. 西藏高原基础设施建设规划的生态风险评价: 以西藏山南地区为例. 自然灾害学报, 2007,16(4):21-26. |
[ ZHOU W, ZENG Y Y, CHEN S J, et al. Ecological risk appraisal of programming infrastructure construction in Tibet Plateau: A case study on Sannan Administrative Region. Journal of Natural Disasters, 2007,16(4):21-26.] | |
[33] | 张镱锂, 李炳元, 郑度. 论青藏高原范围与面积, 地理研究, 2002,21(1):1-8. |
[ ZHANG Y L, LI B Y, ZHENG D. A discussion on the boundary and area of the Tibetan Plateau in China. Geographical Research, 2002,21(1):1-8.] | |
[34] | 姚檀栋. 青藏高原水—生态—人类活动考察研究揭示“亚洲水塔”的失衡及其各种潜在风险. 科学通报, 2019,64(27):2761-2762. |
[ YAO T D. A comprehensive study of Water-Ecosystem-Human activities reveals unbalancing Asian Water Tower and accompanying potential risks. Chinese Science Bulletin, 2019,64(27):2761-2762.] | |
[35] | 朱立平, 鞠建廷, 乔宝晋, 等. “亚洲水塔”的近期湖泊变化及气候响应: 进展、问题与展望. 科学通报, 2019,64(27):2796-2806. |
[ ZHU L P, JU J T, QIAO B J, et al. Recent lake changes of the Asia Water Tower and their climate response: Progress, problems and prospects. Chinese Science Bulletin, 2019,64(27):2796-2806.] | |
[36] | YANG K, WU H, QIN J, et al. Recent climate changes over the Tibetan Plateau and their impacts on energy and water cycle: A review. Global and Planetary Change, 2014,112:79-91. |
[37] | 孙志忠, 马巍, 穆彦虎, 等. 青藏铁路沿线天然场地多年冻土变化. 地球科学进展, 2018,33(3):248-256. |
[ SUN Z Z, MA W, MU Y H, et al. Permafrost change under natural sites along the Qinghai-Tibet Railway during the years of 2006-2015. Advances in Earth Science, 2018,33(3):248-256.] | |
[38] | 姚檀栋, 邬光剑, 徐柏青, 等. “亚洲水塔”变化与影响. 中国科学院院刊, 2019,34(11):1203-1209. |
[ YAO T D, WU G J, XU B Q, et al. Asian Water Tower change and its impacts. Bulletin of Chinese Academy of Sciences, 2019,34(11):1203-1209.] | |
[39] | 刘迪, 陈海, 耿甜伟, 等. 基于地貌分区的陕西省区域生态风险时空演变. 地理科学进展, 2020,39(2):243-254. |
[ LIU D, CHEN H, GENG T W, et al. Spatiotemporal changes of regional ecological risks in Shaanxi province based on geomorphologic regionalization. Progress in Geography, 2020,39(2):243-254.] | |
[40] | 樊艳红, 王春明, 王德光. 基于生态环境安全评价的广西生态文明建设研究. 南宁师范大学学报: 自然科学版, 2019,36(4):76-80. |
[ FAN Y H, WANG C M, WANG D G. Research on the construction of ecological civilization in Guangxi based on the evaluation of ecological environment security. Journal of Nanning Normal University: Natural Science Edition, 2019,36(4):76-80.] | |
[41] | 陶晓燕. 资源枯竭型城市生态安全评价及趋势分析: 以焦作市为例. 干旱区资源与环境, 2014,28(2):53-59. |
[ TAO X Y. Urban ecological safety evaluation and trend analysis for resource-exhausted city: A case of Jiaozuo city. Journal of Arid Land Resources and Environment, 2014,28(2):53-59.] | |
[42] | 韦晶, 郭亚敏, 孙林, 等. 三江源地区生态环境脆弱性评价. 生态学杂志, 2015,34(7):1968-1975. |
[ WEI J, GUO Y M, SUN L, et al. Evaluation of ecological environment vulnerability for Sanjiangyuan Area. Chinese Journal of Ecology, 2015,34(7):1968-1975.] | |
[43] | 宋建波, 武春友. 城市化与生态环境协调发展评价研究: 以长江三角洲城市群为例. 中国软科学, 2010, (2):78-87. |
[ SONG J B, WU C Y. The study on evaluation of coordinated development between urbanization and ecological environment among city cluster in the Yangtze River Delta. China Soft Science, 2010, (2):78-87.] | |
[44] | 陈锐杰. 基于概率分布的青藏高原极端温度事件变化分析. 西宁: 青海师范大学, 2018. |
[ CHEN R J. Analysis on change trend of extreme temperature events in Qinghai-Tibet Plateau based on probability distribution. Xining: Qinghai Normal University, 2018.] | |
[45] | 王静爱, 左伟. 中国地理图集. 北京: 中国地图出版社, 2010: 346. |
[ WANG J A, ZUO W. Geographic Atlas of China. Beijing: China Cartographic Publishing House, 2010: 346.] | |
[46] | 徐庆勇, 黄玫, 刘洪升, 等. 基于RS和GIS的珠江三角洲生态环境脆弱性综合评价. 应用生态学报, 2011,22(11):2987-2995. |
[ XU Q Y, HUANG M, LIU H S, et al. Integrated assessment of eco-environmental vulnerability in Pearl River Delta based on RS and GIS. Chinese Journal of Applied Ecology, 2011,22(11):2987-2995.] | |
[47] | 吴小君, 方秀琴, 任立良, 等. 基于随机森林的山洪灾害风险评估: 以江西省为例. 水土保持研究, 2018,25(3):142-149. |
[ WU X J, FANG X Q, REN L L, et al. Risk assessment of mountain torrents disaster based on random forest: A case study in Jiangxi province. Research of Soil and Water Conservation, 2018,25(3):142-149.] | |
[48] | 郝国栋. 基于随机森林模型的商南县滑坡易发性评价. 西安: 西安科技大学, 2019. |
[ HAO G D. Landslide susceptibility assessment based on random forest model in Shangnan county. Xi'an: Xi'an University of Science and Technology, 2019.] | |
[49] | 扈秀宇, 秦胜伍, 窦强, 等. 基于GIS和随机森林模型的泥石流敏感性分析: 以吉林省洮南市北部山区为例. 水土保持通报, 2019, 39(5): 204-210, 217, 2. |
[ HU X Y, QIN S W, DOU Q, et al. Susceptibility analysis of debris flow based on GIS and Random Forest: A case study of a mountainous area in Northern Taonan city, Jilin province. Bulletin of Soil and Water Conservation, 2019, 39(5): 204-210, 217, 2.] | |
[50] | 缪亚敏. 滑坡危险度评价中的负样本采样方法研究. 南京: 南京师范大学, 2016. |
[ MIAO Y M. A new approach to generating absence samples for landslide susceptibility assessment. Nanjing: Nanjing Normal University, 2016.] | |
[51] | 彭建, 谢盼, 刘焱序, 等. 低丘缓坡建设开发综合生态风险评价及发展权衡: 以大理白族自治州为例. 地理学报, 2015,70(11):1747-1761. |
[ PENG J, XIE P, LIU Y X, et al. Integrated ecological risk assessment and spatial development trade-offs in low-slope hilly land: A case study in Dali Bai Autonomous Prefecture, China. Acta Geographica Sinica, 2015,70(11):1747-1761.] | |
[52] | 华青措. 阳坡—阴坡高寒嵩草草甸地上生物量、多样性及土壤因子变化. 草学, 2017, (4):22-25. |
[ HUA Q C. Changes of live-top biomass, plant diversity and soil factors at sunny and shady slope on Alpine Kobresia Meadow. Journal of Grassland and Forage Science, 2017, (4):22-25.] | |
[53] | 戚伟, 刘盛和, 周亮. 青藏高原人口地域分异规律及“胡焕庸线”思想应用. 地理学报, 2020,75(2):255-267. |
[ QI W, LIU S H, ZHOU L. Regional differentiation of population in Tibetan Plateau: Insight from the "Hu Line". Acta Geographica Sinica, 2020,75(2):255-267.] | |
[54] | 吴成启, 唐登勇. 近50年来全球变暖背景下青藏高原气温变化特征. 水土保持研究, 2017,24(6):262-266, 272. |
[ WU C Q, TANG D Y. Change of temperature in the Tibetan Plateau in the context of global warming in recent 50 years. Research of Soil and Water Conservation, 2017,24(6):262-266, 272.] |
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