自然资源学报 ›› 2020, Vol. 35 ›› Issue (12): 3007-3017.doi: 10.31497/zrzyxb.20201215
收稿日期:
2019-05-24
修回日期:
2020-02-17
出版日期:
2020-12-28
发布日期:
2020-12-18
通讯作者:
齐伟
E-mail:tsuls_wmw@163.com;qiwei@sdau.edu.cn
作者简介:
王孟文(1983- ),男,山东泰安人,博士,讲师,研究方向为景观生态与土地可持续利用。E-mail: 基金资助:
WANG Meng-wen1(), QI Wei1(
), WANG Peng-tao2, WANG Zhuo-ran1
Received:
2019-05-24
Revised:
2020-02-17
Online:
2020-12-28
Published:
2020-12-18
Contact:
Wei QI
E-mail:tsuls_wmw@163.com;qiwei@sdau.edu.cn
摘要:
基于实地监测和3S技术,以鲁东低山丘陵地区栖霞市为研究区,采用Spearman相关、非约束性PCA、对应典范分析(CCA)等方法,研究不同流域尺度下景观格局与面源污染的关联关系。结果表明:(1)研究区景观格局空间分异明显,在特征尺度下农用地和建设用地斑块较为破碎,林地、园地斑块聚集性强。(2)研究区河流面源污染物主要以TN为主,EC、COD污染次之,主河道出水口为污染较为严重的区域。(3)景观格局对水质的影响丰水期要大于平水期,TN和EC对土地利用类型面积比例和景观格局指数的变化最为敏感。(4)平水期河岸带尺度下景观格局对TN影响最大的为斑块密度,EC受景观边缘密度影响最大,小流域尺度TN受景观蔓延度影响最大,COD与景观多样性关系密切;丰水期河岸带尺度景观多样性对TN影响最大,EC受斑块聚合度影响最大,小流域尺度影响TN最大的因素与平水期一致,EC与景观蔓延度关系密切。(5)小流域景观类型水平下,TN主要受林地斑块密度影响,TP与耕地散布与并列指数关系密切;丰水期TN受林地散布与并列指数影响显著,TP对林地平均分维数变化敏感,EC受草地聚集性影响最大。本文分析了研究区景观格局与面源污染空间分布特征,探讨了两者在不同尺度下的相关性,可为栖霞市水土资源可持续利用提供科学依据。
王孟文, 齐伟, 王鹏涛, 王卓然. 鲁东山区流域景观格局与面源污染关联关系[J]. 自然资源学报, 2020, 35(12): 3007-3017.
WANG Meng-wen, QI Wei, WANG Peng-tao, WANG Zhuo-ran. Relationship of landscape pattern and non-point source pollution in mountainous area of Eastern Shandong province[J]. JOURNAL OF NATURAL RESOURCES, 2020, 35(12): 3007-3017.
表2
栖霞市平水期和丰水期河岸带景观指数/土地利用类型与面源污染相关性"
相关性 | 平水期 | 丰水期 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
TN | TP | COD | NH4+-N | EC | TN | TP | COD | NH4+-N | EC | ||
PD | -0.400* | 0.293 | -0.349 | -0.053 | -0.878* | 0.247 | 0.213 | -0.536 | 0.254 | -0.869* | |
ED | -0.444 | 0.304 | -0.252 | -0.144 | -0.909* | 0.129 | 0.356 | -0.596 | 0.417 | -0.928** | |
LSI | -0.187 | -0.02 | -0.686 | -0.376 | -0.753 | 0.637 | -0.228 | -0.661 | -0.17 | -0.692 | |
CONTAG | 0.634* | -0.364 | -0.081 | 0.662 | 0.765 | 0.478* | -0.596 | 0.64 | -0.505 | 0.755 | |
SHDI | -0.394* | 0.166 | 0.318 | -0.711 | -0.209 | -0.35* | 0.481 | -0.335 | 0.352 | -0.203 | |
AI | 0.431 | -0.292 | 0.259 | 0.124 | 0.909 | -0.138 | -0.351 | 0.6 | -0.404 | 0.929** | |
AGRL | 0.475 | -0.201 | -0.149 | 0.734* | 0.506 | 0.217 | -0.511 | 0.551 | -0.423 | 0.507 | |
FRST | -0.532* | 0.356 | -0.167 | -0.126 | -0.967** | 0.088 | 0.462 | -0.672 | 0.295 | -0.948** | |
ORCD | 0.279 | -0.393 | -0.118 | 0.407 | -0.408 | 0.104 | 0.291 | -0.597 | 0.154 | -0.547 | |
URBN | -0.473 | 0.613 | 0.004 | -0.387 | 0.049 | -0.101 | -0.159 | 0.51 | 0.238 | 0.144 | |
PAST | -0.19 | 0.139 | 0.287 | -0.579 | 0.389 | -0.233 | -0.034 | 0.256 | -0.133 | 0.486 |
[1] | 杨昆, 杨林, 许泉立, 等. 流域非点源污染模拟及空间决策支持信息系统. 北京: 科学出版社, 2015: 1-6. |
[ YANG K, YANG L, XU Q L, et al. Watershed Non-Point Source Pollution Simulation and Spatial Decision Support Information System. Beijing: Science Press, 2015: 1-6.] | |
[2] | 于飞, 施卫明. 近10年中国大陆主要粮食作物氮肥利用率分析. 土壤学报, 2015,52(6):1311-1324. |
[ YU F, SHI W M. Nitrogen use efficiencles of major grain crops in China in recent 10 years. Acta Pedologica Sinica, 2015,52(6):1311-1324.] | |
[3] | 杨建辉. 农业化学投入与农业经济增长脱钩关系研究: 基于华东6省1市数据. 自然资源学报, 2017,32(9):1517-1527. |
[ YANG J H. Research on decoupling relationship between agricultural chemical inputs and agricultural economic growth: Based on the data of six provinces and one city in East China. Journal of Natural Recourse, 2017,32(9):1517-1527.] | |
[4] | 马国霞, 於方, 齐霁, 等. 基于绿色投入产出表的环境污染治理成本及影响模拟. 地理研究, 2014,33(12):2335-2344. |
[ MA G X, YU F, QI J, et al. Simulation of pollutant control cost and its economic impact based on China's green input-output table. Geographical Research, 2014,33(12):2335-2344.] | |
[5] | 杨林章, 吴永红. 农业面源污染防控与水环境保护. 中国科学院院刊, 2018,33(2):168-176. |
[ YANG L Z, WU Y H. Prevention and control of agricultural non-point source pollution and aquatic environmental protection. Bulletin of Chinese Academy of Sciences, 2018,33(2):168-176.] | |
[6] | 欧阳威, 刘迎春, 冷思文, 等. 近三十年非点源污染研究发展趋势分析. 农业环境科学学报, 2018,37(10):2234-2241. |
[ OUYANG W, LIU Y C, LENG S W, et al. An analysis of research trends about non-point source pollution over the last three decades. Journal of Agro-Environment Science, 2018,37(10):2234-2241.] | |
[7] | 傅伯杰. 地理学综合研究的途径与方法: 格局与过程耦合. 地理学报, 2014,69(8):1052-1059. |
[ FU B J. The integrated studies of geography: Coupling of patterns and processes. Acta Geographica Sinica, 2014,69(8):1052-1059.] | |
[8] | 傅伯杰. 我国生态系统研究的优先领域. 地理教育, 2016, (4):1. |
[ FU B J. Priority areas for ecosystem research in China. Geographical Education, 2016, (4):1.] | |
[9] | 傅伯杰. 新时代自然地理学发展的思考. 地理科学进展, 2018,37(1):1-7. |
[ FU B J. Thoughts on the recent development of physical geography. Advances in Earth Science, 2018,37(1):1-7.] | |
[10] | 陈利顶, 李秀珍, 傅伯杰, 等. 中国景观生态学发展历程与未来研究重点. 生态学报, 2014,34(12):3129-3141. |
[ CHEN L D, LI X Z, FU B J, et al. Development history and future research priorities of landscape ecology in China. Acta Ecologica Sinica, 2014,34(12):3129-3141.] | |
[11] | 刘焱序, 杨思琪, 赵文武, 等. 变化背景下的当代中国自然地理学: 2017全国自然地理学大会述评. 地理科学进展, 2018,37(1):163-171. |
[ LIU Y X, YANG S Q, ZHAO W W, et al. Contemporary Chinese physical geography in the context of change: Review of the 2017 national physical geography conference. Progress in Geography, 2018,37(1):163-171.] | |
[12] | MATJA Z G, MARINA P, MARTIN V. Land use change in a 200-year period and its effect on blue and green water flow in two Slovenian Mediterranean catchments-lessons for the future. Hydrol Process, 2013, (30):3964-3980. |
[13] | MORIKEN C, NOR R J, AHMAD F B A. Impact of land uses on water quality in Malaysia: A review. Ecological Processes, 2019,8:10. |
[14] |
BIZUNEH W, ARGAW A, SEID T M, et al. Effect of watershed land use on tributaries' water quality in the East African Highland. Environ Monit Assess, 2019,191:36.
doi: 10.1007/s10661-018-7176-3 pmid: 30593609 |
[15] | 刘珍环, 李正国, 杨鹏, 等. 城市景观组分影响水质退化的阈值研究. 生态学报, 2013,33(2):586-594. |
[ LIU Z H, LI Z G, YANG P, et al. The degradation threshold of water quality associated with urban landscape component. Acta Ecologica Sinica, 2013,33(2):586-594.] | |
[16] | 岳隽, 王仰麟, 李贵才, 等. 不同尺度景观空间分异特征对水体质量的影响: 以深圳市西丽水库流域为例. 生态学报, 2007,27(12):5271-5281. |
[ YUE J, WANG Y L, LI G C, et al. The influence of landscape spatial difference on water quality at differing scales: A case study of Xili reservoir water shed in Shenzhen city. Acta Ecologica Sinica, 2007,27(12):5271-5281.] | |
[17] | 王小平, 张飞, 李晓航, 等. 艾比湖区域景观格局空间特征与地表水质的关联分析. 生态学报, 2017,37(22):7438-7452. |
[ WANG X P, ZHANG F, LI X H, et al. Correlation analysis between the spatial characteristics of land use/cover-landscape pattern and surface-water quality in the Ebinur Lake Area. Acta Ecologica Sinica, 2017,37(22):7438-7452.] | |
[18] | 夏品华, 孔祥量, 喻理飞. 草海湿地小流域土地利用与景观格局对氮、磷输出的影响. 环境科学学报, 2016,36(8):2983-2989. |
[ XIA P H, KONG X L, YU L F. Effects of land-use and landscape pattern on nitrogen and phosphorus exports in Caohai wetland watershed. Acta Scientiae Circumstantiae, 2016,36(8):2983-2989.] | |
[19] | 刘怡娜, 孔令桥, 肖燚, 等. 长江流域景观格局与生态系统水质净化服务的关系. 生态学报 , 2019,39(3):844-852. |
[ LIU Y N, KONG L Q, XIAO Y, et al. Relationships between landscape pattern and ecosystem water purification service in the Yangtze River Basin. Acta Ecologica Sinica, 2019,39(3):844-852.] | |
[20] | 孔佩儒, 陈利顶, 孙然好, 等. 海河流域面源污染风险格局识别与模拟优化. 生态学报, 2018,38(12):4445-4453. |
[ KONG P R, CHEN L D, SUN R H, et al. Identification and optimized simulation of non-point source pollution risk patterns in the Haihe River Basin. Acta Ecologica Sinica, 2018,38(12):4445-4453.] | |
[21] | 吴昊. 秦岭山地松栎混交林土壤养分空间变异及其与地形因子的关系. 自然资源学报, 2015,30(5):858-869. |
[ WU H. The relationship between terrain factors and spatial variability of soil nutrents for Pine-Oak Mixed Forest in Qinling Mountains. Journal of Natural Resoures, 2015,30(5):858-869.] | |
[22] | 解雪峰, 濮励杰, 朱明, 等. 基于典范对应分析的滨海滩涂围垦区景观格局与土壤盐渍化关系. 地理研究, 2017,36(3):495-505. |
[ XIE X F, PU L J, ZHU M, et al. Relationship between landscape patterns and soil salinity based on canonical correspondence analysis coastal reclamation area. Geographical Research, 2017,36(3):495-505.] | |
[23] | MAHESH S, ROY R, GUA B. Modeling the effects of riparian buffer zone and contour strips on stream water quality. Ecological Engineering, 2009,35:1167-1177. |
[24] | MIAE H, ZHONG L, ZHANG B, et al. Biomass production in the Lower Mississippi River Basin: Mitigating associated nutrient and sediment discharge to the Gulf of Mexico. Science of the Total Environment, 2018,635:1585-1599. |
[25] | 赵琰鑫, 彭虹, 王双玲, 等. 分布式工业区面源污染模型研究. 武汉大学学报: 工学版, 2012,45(5):594-597. |
[ ZHAO Y X, PENG H, WANG S L, et al. Study on nonpoint source pollution model in distributed industrial zones. Journal of Wuhan University: Engineering, 2012,45(5):594-597.] | |
[26] | 张广纳, 邵景安, 王金亮, 等. 三峡库区重庆段农村面源污染时空格局演变特征. 自然资源学报, 2015,30(7):1197-1209. |
[ ZHANG G N, SHAO J A, WANG J L, et al. Spatial and temporal variations of agricultural non-point source pollution in the Three Gorges Reservoir Area of Chongqing. Journal of Natural Resoure, 2015,30(7):1197-1209.] | |
[27] | 荆延德, 张华美. 基于LUCC 的南四湖流域面源污染输出风险评估. 自然资源学报, 2019,34(1):128-139. |
[ JING Y D, ZHANG H M. Risk assessment of non-point source pollution output in Nansihu Lake Basin based on LUCC. Journal of Natural Resoures, 2019,34(1):128-139.] | |
[28] | 栖霞市统计局. 栖霞市统计年鉴. 2015: 140-141. |
[ Bureau of Statistics of Qixia City. Statistical Yearbook of Qixia. 2015: 140-141.] | |
[29] | 熊兴, 江源, 任斐鹏, 等. 东江下游河网区土地利用变化及其对水体的生态影响. 自然资源学报, 2010,25(8):1320-1331. |
[ XIONG X, JIANG Y, REN F P, et al. Land-use change and its ecological effect to the water in downstream river network area of Dongjiang Basin. Journal of Natural Resources, 2010,25(8):1320-1331.] | |
[30] | 李明涛, 王晓燕, 刘文竹. 潮河流域景观格局与非点源污染负荷关系研究. 环境科学学报, 2013,33(8):2296-2306. |
[ LI M T, WANG X Y, LIU W Z. Relationship between landscape pattern and non-point source pollution loads in the Chaohe River Watershed. Journal of Environmental Science, 2013,33(8):2296-2306.] | |
[31] | 蔡宏, 林国敏, 康文华. 赤水河流域中上游坡地景观特征对河流水质的影响. 地理研究, 2018,37(4):704-716. |
[ CAI H, LIN G M, KANG W H. The effects of sloping landscape features on water quality in the upper and middle reaches of the Chishui River Watershed. Geographical Research, 2018,37(4):704-716.] | |
[33] | 焦胜, 杨娜, 彭楷, 等. 沩水流域土地景观格局对河流水质的影响. 地理研究, 2014,33(12):2263-2274. |
[ JIAO S, YANG N, PENG K, et al. The effects of land-use and landscape pattern on water quality in Weihe river watershed. Geographical Research, 2014,33(12):2263-2274.] |
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