• Scopus
  • Chinese Science Citation Database (CSCD)
  • A Guide to the Core Journal of China
  • CSTPCD
  • F5000 Frontrunner
  • RCCSE
Advanced search
Zhou Dezhi, Guan Yinghui, Zhang Bingbin, Chen Rong, Wang Xiuru. Spatial-temporal evolution of habitat quality in northern Shaanxi Province of northwestern China based on land use change and its driving factors[J]. Journal of Beijing Forestry University, 2022, 44(6): 85-95. DOI: 10.12171/j.1000-1522.20210437
Citation: Zhou Dezhi, Guan Yinghui, Zhang Bingbin, Chen Rong, Wang Xiuru. Spatial-temporal evolution of habitat quality in northern Shaanxi Province of northwestern China based on land use change and its driving factors[J]. Journal of Beijing Forestry University, 2022, 44(6): 85-95. DOI: 10.12171/j.1000-1522.20210437

Spatial-temporal evolution of habitat quality in northern Shaanxi Province of northwestern China based on land use change and its driving factors

More Information
  • Received Date: November 02, 2021
  • Revised Date: January 14, 2022
  • Available Online: June 10, 2022
  • Published Date: June 24, 2022
  •   Objective  Northern Shaanxi Province of northwestern China is an important area for the implementation of ecological restoration projects. This paper aims to reveal the spatial-temporal evolution and driving factors of habitat quality, then provide scientific reference for ecological construction.
      Method  Based on the land use data, the InVEST model was used to evaluate the habitat quality in the northern Shaanxi Province of northwestern China from 2000 to 2020, the influencing factors were analyzed by the single factor detection and interactive detection methods of geographic detectors.
      Result  (1) The land use structure in northern Shaanxi Province had changed significantly during the study period, cultivated land and unused land decreased by 3.83% and 1.91%, respectively. Grassland, forest land and construction land increased by 3.02%, 1.61% and 1.10%, respectively. The transfers of land use types were significantly different in varied periods, a large number of unused land was transformed into grassland from 1990 to 2000, while cultivated land was transformed into grassland and forest land after 2000. (2) The average value of habitat quality index in northern Shaanxi Province changed from 0.636 to 0.651 during the study period, with an increasing trend. The areas with high habitat quality were mainly distributed in woodland and grassland areas in the southern part, and the low value areas were mainly distributed in Mu Us Sandy Land in the northwestern part. The areas where the habitat quality grade increased were mainly distributed in the middle and northwest of the study area. (3) Land use type was the first factor affecting the temporal and spatial distribution of habitat quality, with the q value of 0.433. The interaction of any two factors on habitat quality was far greater than that of a single factor, natural factors and social factors dominated the temporal and spatial changes of habitat quality.
      Conclusion  The spatial and temporal changes of habitat quality in northern Shaanxi Province are closely related to the distribution of land use types. Optimizing land use structure and reducing the impact of human activities are of great significance to improve the habitat quality in northern Shaanxi Province.
  • [1]
    Hall L S, Krausman P R, Morrison M L. The habitat concept and a plea for standard terminology[J]. Wildlife Society Bulletin, 1997, 25(1): 173−182.
    [2]
    Fellman J B, Hood E, Dryer W, et al. Stream physical characteristics impact habitat quality for Pacific salmon in two temperate coastal watersheds[J/OL]. PLoS One, 2015, 10(7): e0132652 [2022−01−09]. https://doi.org/10.1371/journal.pone.0132652.
    [3]
    Otto C R, Roth C L, Carlson B L, et al. Land-use change reduces habitat suitability for supporting managed honey bee colonies in the Northern Great Plains[J]. Proceedings of the National Academy of Sciences of the United States of America, 2016, 113(37): 10430−10435. doi: 10.1073/pnas.1603481113
    [4]
    吴健生, 曹祺文, 石淑芹, 等. 基于土地利用变化的京津冀生境质量时空演变[J]. 应用生态学报, 2015, 26(11): 3457−3466.

    Wu J S, Cao Q W, Shi S Q, et al. Spatio-temporal variability of habitat quality in Beijing-Tianjin-Hebei Area based on land use change[J]. Chinese Journal of Applied Ecology, 2015, 26(11): 3457−3466.
    [5]
    欧阳志云, 郑华. 生态系统服务的生态学机制研究进展[J]. 生态学报, 2009, 29(11): 6183−6188. doi: 10.3321/j.issn:1000-0933.2009.11.053

    Ouyang Z Y, Zheng H. Ecological mechanisms of ecosystem services[J]. Acta Ecologica Sinica, 2009, 29(11): 6183−6188. doi: 10.3321/j.issn:1000-0933.2009.11.053
    [6]
    张学儒, 周杰, 李梦梅. 基于土地利用格局重建的区域生境质量时空变化分析[J]. 地理学报, 2020, 75(1): 160−178. doi: 10.11821/dlxb202001012

    Zhang X R, Zhou J, Li M M. Analysis on spatial and temporal changes of regional habitat quality based on the spatial pattern reconstruction of land use[J]. Acta Geographica Sinica, 2020, 75(1): 160−178. doi: 10.11821/dlxb202001012
    [7]
    杨建强, 朱永贵, 宋文鹏, 等. 基于生境质量和生态响应的莱州湾生态环境质量评价[J]. 生态学报, 2014, 34(1): 105−114.

    Yang J Q, Zhu Y G, Song W P, et al. The eco-environmental evaluation based on habitat quality and ecological response of Laizhou Bay[J]. Acta Ecologica Sinica, 2014, 34(1): 105−114.
    [8]
    曾鹏, 汪昱昆, 刘垚燚, 等. 基于河段尺度的太湖流域城市河流生境评价[J]. 应用生态学报, 2020, 31(2): 581−589.

    Zeng P, Wang Y K, Liu Y Y, et al. A river stretch scale assessment of urban river habitat in the Taihu Lake Basin[J]. Chinese Journal of Applied Ecology, 2020, 31(2): 581−589.
    [9]
    He J H, Huang J L, Li C. The evaluation for the impact of land use change on habitat quality: a joint contribution of cellular automata scenario simulation and habitat quality assessment model[J]. Ecological Modelling, 2017, 366: 58−67. doi: 10.1016/j.ecolmodel.2017.10.001
    [10]
    汪东川, 张威, 王志恒, 等. 拉西瓦水电站建设对区域景观格局与生境质量的影响[J]. 水土保持学报, 2021, 35(3): 200−205.

    Wang D C, Zhang W, Wang Z H, et al. Impact of Laxiwa Hydropower Station construction on the regional landscape pattern and habitat quality[J]. Journal of Soil and Water Conservation, 2021, 35(3): 200−205.
    [11]
    包玉斌, 刘康, 李婷, 等. 基于InVEST模型的土地利用变化对生境的影响: 以陕西省黄河湿地自然保护区为例[J]. 干旱区研究, 2015, 32(3): 622−629.

    Bao Y B, Liu K, Li T, et al. Effects of land use change on habitat based on InVEST model: taking Yellow River Wetland Nature Reserve in Shaanxi Province as an example[J]. Arid Zone Research, 2015, 32(3): 622−629.
    [12]
    霍思高, 黄璐, 严力蛟. 基于SolVES模型的生态系统文化服务价值评估: 以浙江省武义县南部生态公园为例[J]. 生态学报, 2018, 38(10): 3682−3691.

    Huo S G, Huang L, Yan L J. Valuation of cultural ecosystem services based on SolVES: a case study of the South Ecological Park in Wuyi County, Zhejiang Province[J]. Acta Ecologica Sinica, 2018, 38(10): 3682−3691.
    [13]
    齐增湘, 徐卫华, 熊兴耀, 等. 基于MAXENT模型的秦岭山系黑熊潜在生境评价[J]. 生物多样性, 2011, 19(3): 343−352, 398. doi: 10.3724/SP.J.1003.2011.10288

    Qi Z X, Xu W H, Xiong X Y, et al. Assessment of potential habitat for Ursus thibetanus in the Qinling Mountains[J]. Biodiversity Science, 2011, 19(3): 343−352, 398. doi: 10.3724/SP.J.1003.2011.10288
    [14]
    任涵, 张静静, 朱文博, 等. 太行山淇河流域土地利用变化对生境的影响[J]. 地理科学进展, 2018, 37(12): 1693−1704. doi: 10.18306/dlkxjz.2018.12.011

    Ren H, Zhang J J, Zhu W B, et al. Impact of land use change on habitat in the Qihe River Basin of Taihang Mountains[J]. Progress in Geography, 2018, 37(12): 1693−1704. doi: 10.18306/dlkxjz.2018.12.011
    [15]
    陈妍, 乔飞, 江磊. 基于 In VEST 模型的土地利用格局变化对区域尺度生境质量的影响研究:以北京为例[J]. 北京大学学报(自然科学版), 2016, 52(3): 553−562.

    Chen Y, Qiao F, Jiang L. Effects of land use pattern change on regional scale habitat quality based on InVEST model: a case study in Beijing[J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2016, 52(3): 553−562.
    [16]
    许宝荣, 刘一川, 董莹, 等. 基于InVEST模型的兰州地区生境质量评价[J]. 中国沙漠, 2021, 41(5): 120−129.

    Xu B R, Liu Y C, Dong Y, et al. Evaluation of habitat quality in Lanzhou Region based on InVEST model[J]. Journal of Desert Research, 2021, 41(5): 120−129.
    [17]
    刘智方, 唐立娜, 邱全毅, 等. 基于土地利用变化的福建省生境质量时空变化研究[J]. 生态学报, 2017, 37(13): 4538−4548.

    Liu Z F, Tang L N, Qiu Q Y, et al. Temporal and spatial changes in habitat quality based on land-use change in Fujian Province[J]. Acta Ecologica Sinica, 2017, 37(13): 4538−4548.
    [18]
    Dai L, Li S, Lewis B J, et al. The influence of land use change on the spatial-temporal variability of habitat quality between 1990 and 2010 in Northeast China[J]. Journal of Forestry Research, 2019, 30(6): 2227−2236. doi: 10.1007/s11676-018-0771-x
    [19]
    李亚楠, 多玲花, 张明. 基于CA-Markov和InVEST模型的土地利用格局与生境质量时空演变及预测: 以江西省南昌市为例[J]. 水土保持研究, 2022, 29(2): 345−354.

    Li Y N, Duo L H, Zhang M. Evolution and prediction of land use pattern and habitat quality based on Ca-markov and InVEST model: a case study of Nanchang City in Jiangxi Province[J]. Research of Soil and Water Conservation, 2022, 29(2): 345−354.
    [20]
    郑宇, 张蓬涛, 汤峰, 等. 基于InVEST模型的昌黎县土地利用变化对生境质量的影响研究[J]. 中国农业资源与区划, 2018, 39(7): 121−128.

    Zheng Y, Zhang P T, Tang F, et al. The effects of land use change on habitat quality in Changli County based on InVEST model[J]. Chinese Journal of Agricultural Resources and Regional Planning, 2018, 39(7): 121−128.
    [21]
    张华, 韩武宏, 宋金岳, 等. 祁连山国家公园生境质量时空演变[J]. 生态学杂志, 2021, 40(5): 1419−1430.

    Zhang H, Han W H, Song J Y, et al. Spatial-temporal variations of habitat quality in Qilian Mountain National Park[J]. Chinese Journal of Ecology, 2021, 40(5): 1419−1430.
    [22]
    张文静, 孙小银, 单瑞峰. 基于InVEST模型研究山东半岛沿海地区土地利用变化及其对生境质量的影响[J]. 环境生态学, 2019, 1(5): 15−23.

    Zhang W J, Sun X Y, Shan R F. Effects of land use change on habitat quality based on InVEST model in Shandong Peninsula[J]. Environmental Ecology, 2019, 1(5): 15−23.
    [23]
    谢怡凡, 姚顺波, 邓元杰, 等. 延安市退耕还林(草)工程对生境质量时空格局的影响[J]. 中国生态农业学报(中英文), 2020, 28(4): 575−586.

    Xie Y F, Yao S B, Deng Y J, et al. Impact of the ‘Grain for Green’ project on the spatial and temporal pattern of habitat quality in Yan’an City, China[J]. Chinese Journal of Eco-Agriculture, 2020, 28(4): 575−586.
    [24]
    韩艳莉, 陈克龙, 于德永. 土地利用变化对青海湖流域生境质量的影响[J]. 生态环境学报, 2019, 28(10): 2035−2044.

    Han Y L, Chen K L, Yu D Y. Evaluation on the impact of land use change on habitat quality in Qinghai Lake Basin[J]. Ecology and Environmental Sciences, 2019, 28(10): 2035−2044.
    [25]
    Sharp R, Chaplin-Kramer R, Wood S, et al. InVEST 3.2.0 user’s Guide [EB/OL]. 2015 [2022−05−22]. https://naturalcapitalproject.stanford.edu/invest/.
    [26]
    刘春芳, 王川. 基于土地利用变化的黄土丘陵区生境质量时空演变特征: 以榆中县为例[J]. 生态学报, 2018, 38(20): 7300−7311.

    Liu C F, Wang C. Spatio-temporal evolution characteristics of habitat quality in the loess hilly region based on land use change: a case study in Yuzhong County[J]. Acta Ecologica Sinica, 2018, 38(20): 7300−7311.
    [27]
    吕晨, 蓝修婷, 孙威. 地理探测器方法下北京市人口空间格局变化与自然因素的关系研究[J]. 自然资源学报, 2017, 32(8): 1385−1397. doi: 10.11849/zrzyxb.20160707

    Lü C, Lan X T, Sun W. A study on the relationship between natural factors and population distribution in Beijing using geographical detector[J]. Journal of Natural Resources, 2017, 32(8): 1385−1397. doi: 10.11849/zrzyxb.20160707
    [28]
    Zhou L, Zhou C H, Yang F, et al. Spatio-temporal evolution and the influencing factors of PM2.5 in China between 2000 and 2015[J]. Journal of Geographical Sciences, 2019, 29(2): 253−270. doi: 10.1007/s11442-019-1595-0
    [29]
    王劲峰, 徐成东. 地理探测器: 原理与展望[J]. 地理学报, 2017, 72(1): 116−134. doi: 10.11821/dlxb201701010

    Wang J F, Xu C D. Geodetector: principle and prospective[J]. Acta Geographica Sinica, 2017, 72(1): 116−134. doi: 10.11821/dlxb201701010
    [30]
    李胜鹏, 柳建玲, 林津, 等. 基于1980—2018年土地利用变化的福建省生境质量时空演变[J]. 应用生态学报, 2020, 31(12): 4080−4090.

    Li S P, Liu J L, Lin J, et al. Spatial and temporal evolution of habitat quality in Fujian Province, China based on the land use change from 1980 to 2018[J]. Chinese Journal of Applied Ecology, 2020, 31(12): 4080−4090.
    [31]
    杨洁, 谢保鹏, 张德罡. 黄河流域生境质量时空演变及其影响因素[J]. 中国沙漠, 2021, 41(4): 12−22.

    Yang J, Xie B P, Zhang D G. Spatial-temporal evolution of habitat quality and its influencing factors in the Yellow River Basin based on InVEST model and GeoDetector[J]. Journal of Desert Research, 2021, 41(4): 12−22.
    [32]
    杨国婷, 张红, 李静, 等. 基于RFFLUS-InVEST-Geodetector耦合模型的平朔矿区生境质量时空演变及其影响因素[J]. 陕西师范大学学报(自然科学版), 2021, 49(6): 106−115.

    Yang G T, Zhang H, Li J, et al. Spatial-temporal evolution and its influencing factors of habitat quality in Pingshuo Mining Area based on RFFLUS-InVEST-Geodetector coupling model[J]. Journal of Shaanxi Normal University (Natural Science Edition), 2021, 49(6): 106−115.
    [33]
    朱增云, 阿里木江·卡斯木. 基于地理探测器的伊犁谷地生境质量时空演变及其影响因素[J]. 生态学杂志, 2020, 39(10): 3408−3420.

    Zhu Z Y, Alimujiang Kasimu. Spatial-temporal evolution of habitat quality in Yili Valley based on geographical detector and its influencing factors[J]. Chinese Journal of Ecology, 2020, 39(10): 3408−3420.
    [34]
    李双双, 延军平, 万佳. 近10年陕甘宁黄土高原区植被覆盖时空变化特征[J]. 地理学报, 2012, 67(7): 960−970. doi: 10.11821/xb201207009

    Li S S, Yan J P, Wan J. The spatial-temporal changes of vegetation restoration on Loess Plateau in Shaanxi-Gansu-Ningxia region[J]. Acta Geographica Sinica, 2012, 67(7): 960−970. doi: 10.11821/xb201207009
    [35]
    程杰, 杨亮彦, 黎雅楠. 2000—2018年陕北地区NDVI时空变化及其对水热条件的响应[J]. 灌溉排水学报, 2020, 39(5): 111−119.

    Cheng J, Yang L Y, Li Y N. Spatiotemporal variation in NDVI and its response to hydrothermal change from 2000 to 2018 in northern Shaanxi Province[J]. Journal of Irrigation and Drainage, 2020, 39(5): 111−119.
  • Related Articles

    [1]Xu Fangze, Sun Hailong, Shi Jingning, He Danni, Wang Fuzeng, Xiang Wei. Spatial pattern analysis of dominant tree species saplings in spruce-fir coniferous and broadleaved mixed forests based on Ripley L function[J]. Journal of Beijing Forestry University, 2024, 46(10): 1-10. DOI: 10.12171/j.1000-1522.20230237
    [2]Liu Chang, Lu Qi, Wang Shengcai, Chen Mengyuan, Xing Shaohua, Wang Qingchun, Yang Jun. Effects of forest gaps on spatial distribution and growth of Phellodendron amurense saplings[J]. Journal of Beijing Forestry University, 2024, 46(2): 9-17. DOI: 10.12171/j.1000-1522.20220030
    [3]An Ran, Xu Fangze, Deng Xiangpeng, Zhao Shanchao, Xiang Wei. Effects of gap size on regeneration of saplings in Picea schrenkiana in Xinjiang of northwestern China[J]. Journal of Beijing Forestry University, 2023, 45(11): 23-32. DOI: 10.12171/j.1000-1522.20230116
    [4]Zhou Zeyu, Fu Liyong, Zhang Xiaohong, Zhang Huiru, Lei Xiangdong. Comparison of crown width models and estimation methods of natural spruce fir forest in Jingouling Forest Farm of northeastern China[J]. Journal of Beijing Forestry University, 2021, 43(8): 29-40. DOI: 10.12171/j.1000-1522.20210134
    [5]Li Hui, Yang Hua, Xie Rong. Canopy characteristics in gaps and its relationship with seedlings and saplings in a spruce-fir forest in the Changbai Mountain area of northeastern China[J]. Journal of Beijing Forestry University, 2021, 43(7): 54-62. DOI: 10.12171/j.1000-1522.20200131
    [6]Li Yang, Kang Xingang. Mixed model of forest space utilization in spruce-fir coniferous and broadleaved mixed forest of Changbai Mountains, northeastern China[J]. Journal of Beijing Forestry University, 2020, 42(5): 71-79. DOI: 10.12171/j.1000-1522.20190112
    [7]Shi Mengmeng, Yang Hua, Wang Quanjun, Yang Chao. Spatial distribution and association of seedlings and saplings in a spruce-fir forest in the Changbai Mountains area of northeastern China[J]. Journal of Beijing Forestry University, 2020, 42(4): 1-11. DOI: 10.12171/j.1000-1522.20190071
    [8]LOU Ming-hua, ZHANG Hui-ru, LEI Xiang-dong, LU Jun. An individual height-diameter model constructed using spatial autoregressive models within natural spruce-fir and broadleaf mixed stands.[J]. Journal of Beijing Forestry University, 2016, 38(8): 1-9. DOI: 10.13332/j.1000-1522.20150491
    [9]ZANG Hao, LEI Xiang-dong, ZHANG Hui-ru, LI Chun-ming, LU Jun. Nonlinear mixed-effects height-diameter model of Pinus koraiensis[J]. Journal of Beijing Forestry University, 2016, 38(6): 8-9. DOI: 10.13332/j.1000-1522.20160008
    [10]FAN Chun-nan, PANG Sheng-jiang, ZHENG Jin-ping, LI Bing, GUO Zhong-ling. Biomass estimating models of saplings for 14 species in Changbaishan Mountains, northeastern China[J]. Journal of Beijing Forestry University, 2013, 35(2): 1-9.
  • Cited by

    Periodical cited type(6)

    1. 姜有军. 探究沙木蓼的引种与栽培技术. 农业灾害研究. 2023(03): 40-42 .
    2. 亓守贺,李昊远,张恒,孔凡克,曲威. 复合酶解耦合微生物发酵制备海藻生物有机液肥的研究. 湖北农业科学. 2022(07): 20-24+30 .
    3. 王冠都,王俊,王慧荣,李胜利,张世柏,孙清华,汪强. 有机种植下液肥施用量对番茄生长及品质的影响. 河南科学. 2022(07): 1062-1070 .
    4. 李思,弓瑶,詹保成,李友丽,王利春,郭文忠. 中国有机液肥的应用现状及发展趋势. 中国农学通报. 2021(21): 75-79 .
    5. 刘晓佩,李鸣晓,戴昕,李雪琪,窦润琪,王勇,贾璇,冯作山,安立超. 不同菌剂制备餐厨垃圾液态有机肥过程物质转化规律研究. 环境工程技术学报. 2021(04): 750-755 .
    6. 张世婷. 浅谈沙木蓼的引种与栽培. 中国林业产业. 2021(08): 49-50 .

    Other cited types(4)

Catalog

    Article views (902) PDF downloads (106) Cited by(10)

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return