干旱区地理 ›› 2022, Vol. 45 ›› Issue (2): 522-534.doi: 10.12118/j.issn.1000–6060.2021.300 cstr: 32274.14.ALG2021300
收稿日期:
2021-07-02
修回日期:
2021-09-29
出版日期:
2022-03-25
发布日期:
2022-04-02
作者简介:
陈春波(1985-),男,助理研究员,主要从事草地生态遥感研究. E-mail: 基金资助:
CHEN Chunbo1,2(),LI Gangyong2,PENG Jian2()
Received:
2021-07-02
Revised:
2021-09-29
Published:
2022-03-25
Online:
2022-04-02
摘要:
基于MOD17A3HGF NPP(Net primary productivity)与气温、降水量等数据,采用趋势分析与偏相关分析,在多个尺度(全疆、北疆与南疆、各地州市与11种草地类型)探讨了2000—2018年新疆天然草地NPP时空动态及其对气候变化的响应。结果表明:近20 a新疆草地NPP呈波动递增,多年均值为0.103 kg C·m-2,由准噶尔西部山地、伊犁河谷、天山、阿尔泰山向准噶尔盆地、塔里木盆地逐渐降低;北疆草地多年平均NPP(0.149 kg C·m-2)高于南疆(0.055 kg C·m-2),北疆、南疆草地NPP均表现为增加趋势;各地、州、市草地NPP总体为增加,但年际变化分异明显;11种天然草地类型(除高寒荒漠类)NPP表现为递增趋势,但不同草地类型存在差异。2000年后,新疆气候暖湿化有利于草地植被生长,但降水年际变化增强导致草地NPP年际波动剧烈。研究结果为新疆天然草地碳收支评估提供基础数据,能够促进天然草地健康评价以及可持续利用。
陈春波,李刚勇,彭建. 近20 a新疆天然草地NPP时空分析[J]. 干旱区地理, 2022, 45(2): 522-534.
CHEN Chunbo,LI Gangyong,PENG Jian. Spatiotemporal analysis of net primary productivity for natural grassland in Xinjiang in the past 20 years[J]. Arid Land Geography, 2022, 45(2): 522-534.
[1] | 张利, 周广胜, 汲玉河, 等. 中国草地碳储量时空动态模拟研究[J]. 中国科学: 地球科学, 2016, 46(10):1392-1405. |
[ Zhang Li, Zhou Guangsheng, Ji Yuhe, et al. Spatiotemporal dynamic simulation of grassland carbon storage in China[J]. Scientia Sinica (Terrae), 2016, 46(10):1392-1405. ] | |
[2] | 赵鹏, 陈桃, 王茜, 等. 气候变化和人类活动对新疆草地生态系统NPP影响的定量分析[J]. 中国科学院大学学报, 2020, 37(1):51-62. |
[ Zhao Peng, Chen Tao, Wang Qian, et al. Quantitative analysis of the impact of climate change and human activities on grassland ecosystem NPP in Xinjiang[J]. Journal of University of Chinese Academy of Sciences, 2020, 37(1):51-62. ] | |
[3] |
Costanza R, Michael M. What is a healthy ecosystem?[J]. Aquatic Ecology, 1999, 33(1):105-115.
doi: 10.1023/A:1009930313242 |
[4] |
Wu J G. Urban ecology and sustainability: The state-of-the-science and future directions[J]. Landscape and Urban Planning, 2014, 125:209-221.
doi: 10.1016/j.landurbplan.2014.01.018 |
[5] | 邬建国, 郭晓川, 杨稢, 等. 什么是可持续性科学?[J]. 应用生态学报, 2014, 25(1):1-11. |
[ Wu Jianguo, Guo Xiaochuan, Yang Yu, et al. What is sustainability science?[J]. Chinese Journal of Applied Ecology, 2014, 25(1):1-11. ] | |
[6] | 陈卓奇, 邵全琴, 刘纪远, 等. 基于MODIS的青藏高原植被净初级生产力研究[J]. 中国科学: 地球科学, 2012, 42(3):402-410. |
[ Chen Zhuoqi, Shao Quanqin, Liu Jiyuan, et al. Analysis of net primary productivity of terrestrial vegetation on the Qinghai-Tibetan Plateau, based on MODIS remote sensing data[J]. Scientia Sinica(Terrae), 2012, 42(3):402-410. ] | |
[7] | 李博, 赵斌, 彭容豪. 陆地生态系统生态学原理[M]. 北京: 高等教育出版社, 2005. |
[ Li Bo, Zhao Bin, Peng Ronghao. Principles of terrestrial ecosystem ecology[M]. Beijing: Higher Education Press, 2005. ] | |
[8] | 陈宸, 井长青, 邢文渊, 等. 近20年新疆荒漠草地动态变化及其对气候变化的响应[J]. 草业学报, 2021, 30(3):1-14. |
[ Chen Chen, Jing Changqing, Xing Wenyuan, et al. Desert grassland dynamics in the last 20 years and its response to climate change in Xinjiang[J]. Acta Prataculturae Sinica, 2021, 30(3):1-14. ] | |
[9] | 杨峰, 钱育蓉, 李建龙, 等. 天山北坡典型荒漠草地退化特征及其成因[J]. 自然资源学报, 2011, 26(8):1306-1314. |
[ Yang Feng, Qian Yurong, Li Jianlong, et al. Degradation characteristics and causes of desert grassland in the northern Tianshan Mountains[J]. Journal of Natural Resources, 2011, 26(8):1306-1314. ] | |
[10] | 徐文轩, 连仲民, 徐婷, 等. 新疆准噶尔盆地荒漠草地水源圈植物群落退化格局[J]. 生态学杂志, 2016, 35(1):104-110. |
[ Xu Wenxuan, Lian Zhongmin, Xu Ting, et al. Degradation pattern of desert steppe plant community around a piosphere in Junggar Basin of Xinjiang[J]. Chinese Journal of Ecology, 2016, 35(1):104-110. ] | |
[11] | 陈佼, 张丽. 天山北坡草地盖度高光谱遥感估算[J]. 草业科学, 2017, 34(1):30-39. |
[ Chen Jiao, Zhang Li. Estimating grassland coverage based on hyperspectral remote sensing in the northern Tianshan Mountains[J]. Pratacultural Science, 2017, 34(1):30-39. ] | |
[12] | 周李磊, 朱华忠, 钟华平, 等. 新疆伊犁地区草地土壤容重空间格局分析[J]. 草业学报, 2016, 25(1):64-75. |
[ Zhou Lilei, Zhu Huazhong, Zhong Huaping, et al. Spatial analysis of soil bulk density in Yili, Xinjiang Uygur Autonomous Region[J]. Acta Prataculturae Sinica, 2016, 25(1):64-75. ] | |
[13] | 闫俊杰, 刘海军, 赵玉, 等. 2000—2015年新疆伊犁河谷草地NPP时空变化特征[J]. 水土保持研究, 2018, 25(5):390-396. |
[ Yan Junjie, Liu Haijun, Zhao Yu, et al. Spatiotemporal dynamics of grassland net primary productivity in Ili River Valley from 2000 to 2015[J]. Research of Soil and Water Conservation, 2018, 25(5):390-396. ] | |
[14] | 任璇, 郑江华, 穆晨, 等. 新疆近15年草地NPP动态变化与气象因子的相关性研究[J]. 生态科学, 2017, 36(129):43-51. |
[ Ren Xuan, Zheng Jianghua, Mu Chen, et al. Correlation analysis of the spatial-temporal variation of grassland net primary productivity and climate factors in Xinjiang in the past 15 years[J]. Ecological Science, 2017, 36(129):43-51. ] | |
[15] | 闫俊杰, 刘海军, 崔东, 等. 近15年新疆伊犁河谷草地退化时空变化特征[J]. 草业科学, 2018, 35(296):508-520. |
[ Yan Junjie, Liu Haijun, Cui Dong, et al. Spatiotemporal dynamics of grassland degradation in Yili Valley of Xinjiang over the last 15 years[J]. Pratacultural Science, 2018, 35(296):508-520. ] | |
[16] |
Duan H, Zhao H, Jiang Y, et al. Analysis of seasonal grassland change and its drivers during 1982—2006 in Xinjiang[J]. Rangeland Ecology & Management, 2017, 70(4):422-429.
doi: 10.1016/j.rama.2017.01.003 |
[17] |
Zhang W, Yang X, Manlike A, et al. Comparative study of remote sensing estimation methods for grassland fractional vegetation coverage: A grassland case study performed in Ili Prefecture, Xinjiang, China[J]. International Journal of Remote Sensing, 2019, 40(5):2243-2258.
doi: 10.1080/01431161.2018.1508918 |
[18] | 蔡宗磊, 苗正红, 常雪, 等. 基于无人机大样方数据及国产卫星反演草地植被覆盖度方法研究[J]. 草地学报, 2019, 27(5):1431-1440. |
[ Cai Zonglei, Miao Zhenghong, Chang Xue, et al. Research on grassland fractional vegetation coverage inversion method based on drone large quadrat data and domestic satellite[J]. Acta Agrestia Sinica, 2019, 27(5):1431-1440. ] | |
[19] | 郭阳, 贾志斌, 张琪, 等. 基于遥感数据的内蒙古呼伦贝尔草原草畜平衡时空动态研究[J]. 中国草地学报, 2021, 43(4):30-37. |
[ Guo Yang, Jia Zhibin, Zhang Qi, et al. Study on the spatiotemporal dynamics of forage-livestock balance in Hulunbuir grassland of Inner Mongolia based on remote sensing data[J]. Chinese Journal of Grassland, 2021, 43(4):30-37. ] | |
[20] |
Shi Y, Gao J, Li X, et al. Improved estimation of aboveground biomass of disturbed grassland through including bare ground and grazing intensity[J]. Remote Sensing, 2021, 13, 2105, doi: 10.3390/rs13112105.
doi: 10.3390/rs13112105 |
[21] | 孙世泽, 汪传建, 尹小君, 等. 无人机多光谱影像的天然草地生物量估算[J]. 遥感学报, 2018, 22(5):848-856. |
[ Sun Shize, Wang Chuanjian, Yin Xiaojun, et al. Estimating aboveground biomass ofnatural grassland based on multispectral images of unmanned aerial vehicles[J]. Journal of Remote Sensing, 2018, 22(5):848-856. ] | |
[22] | 荀其蕾, 董乙强, 安沙舟, 等. 基于MOD 09GA数据的新疆草地生长状况遥感监测研究[J]. 草业学报, 2018, 27(4):10-26. |
[ Xun Qilei, Dong Yiqiang, An Shazhou, et al. Monitoring of grassland herbage accumulation by remote sensing using MOD 09GA data in Xinjiang[J]. Acta Prataculturae Sinica, 2018, 27(4):10-26. ] | |
[23] | 张仁平, 郭靖, 张云玲. 新疆草地净初级生产力(NPP)空间分布格局及其对气候变化的响应[J]. 生态学报, 2020, 40(15):5318-5326. |
[ Zhang Renping, Guo Jing, Zang Yunling. Spatial distribution pattern of NPP of Xinjiang grassland and its response to climatic changes[J]. Acta Ecologica Sinica, 2020, 40(15):5318-5326. ] | |
[24] | 杜梦洁, 郑江华, 任璇, 等. 地形对新疆昌吉州草地净初级生产力分布格局的影响[J]. 生态学报, 2018, 38(13):4789-4799. |
[ Du Mengjie, Zheng Jianghua, Ren Xuan, et al. Effects of topography on the distribution pattern of net primary productivity of grassland in Changji Prefecture, Xinjiang[J]. Acta Ecologica Sinica, 2018, 38(13):4789-4799. ] | |
[25] | 任璇, 郑江华, 穆晨, 等. 不同气象插值方法在新疆草地NPP估算中的可靠性评价[J]. 草业科学, 2017, 34(3):439-448. |
[ Ren Xuan, Zheng Jianghua, Mu Chen, et al. Evaluating reliability of grassland net primary productivity estimates using different meteorological interpolation methods[J]. Pratacultural Science, 2017, 34(3):439-448. ] | |
[26] |
Jiang Y, Guo J, Peng Q, et al. The effects of climate factors and human activities on net primary productivity in Xinjiang[J]. International Journal of Biometeorology, 2020, 64(1):765-777.
doi: 10.1007/s00484-020-01866-4 |
[27] | 郭燕云, 刘艳, 李秋月, 等. CENTURY模型在新疆天山山区的适用性分析[J]. 草地学报, 2020, 28(1):252-258. |
[ Guo Yanyun, Liu Yan, Li Qiuyue, et al. Validation and adaptability evaluation of grassland ecosystem model CENTURY in the Tianshan Mountain area[J]. Acta Agrestia Sinica, 2020, 28(1):252-258. ] | |
[28] |
黄小涛, 罗格平. 新疆草地蒸散与水分利用效率的时空特征[J]. 植物生态学报, 2017, 41(5):506-518.
doi: 10.17521/cjpe.2016.0142 |
[ Huang Xiaotao, Luo Geping. Spatio-temporal characteristics of evapotranspiration and water use efficiency in grasslands of Xinjiang[J]. Chinese Journal of Plant Ecology, 2017, 41(5):506-518. ]
doi: 10.17521/cjpe.2016.0142 |
|
[29] | 韩其飞, 罗格平, 李超凡, 等. 放牧对新疆草地生态系统碳源/汇的影响模拟研究[J]. 生态学报, 2017, 37(13):4392-4399. |
[ Han Qifei, Luo Geping, Li Chaofan, et al. Modeling the grazing effect of grassland on the carbon source/sink in Xinjiang[J]. Acta Ecologica Sinica, 2017, 37(13):4392-4399. ] | |
[30] | 杨静雅, 李新国, 闫凯, 等. 基于NDVI的新疆和静县草地植被覆盖动态变化及其与气温降水的关系[J]. 生态科学, 2018, 37(6):38-44. |
[ Yang Jingya, Li Xinguo, Yan Kai, et al. Grassland vegetation dynamics and the relationship between the temperature and precipitation in Hejing County, Xinjiang, based on NDVI[J]. Ecological Science, 2018, 37(6):38-44. ] | |
[31] | Zhang R, Liang T, Guo J, et al. Grassland dynamics in response to climate change and human activities in Xinjiang from 2000 to 2014[J]. Scientific Reports, 2018, 8(1):1-11. |
[32] |
Zhang R, Guo J, Yin G. Response of net primary productivity to grassland phenological changes in Xinjiang, China[J]. Peerj, 2021, 9(1):e10650, doi: 10.7717/peerj.10650.
doi: 10.7717/peerj.10650 |
[33] | 刘嘉麒, 李泽椿, 秦小光. 新疆地区自然环境演变、气候变化及人类活动影响[M]. 北京: 中国水利水电出版社, 2014. |
[ Liu Jialqi, Li Zechun, Qin Xiaoguang. The evolution of the natural environment, climate change and the impact of human activities in Xinjiang[M]. Beijing: China Water Conservancy and Hydropower Press, 2014. ] | |
[34] | 杨利普. 新疆水资源及其利用[M]. 乌鲁木齐: 新疆人民出版社, 1981. |
[ Yang Lipu. Xinjiang water resources and utilization[M]. Urumqi: Xinjiang People’s Publishing House, 1981. ] | |
[35] | 许鹏. 新疆草地资源及其利用[M]. 乌鲁木齐: 新疆维吾尔自治区畜牧厅/新疆科技卫生出版社, 1993. |
[ Xu Peng. Xinjiang grassland resources and its utilization[M]. Urumqi: Animal Husbandry Department of Xinjiang Uygur Autonomous Region/Xinjiang Science and Technology Publishing House, 1993. ] | |
[36] | 罗麟. 新疆草地资源介绍(一)[J]. 新疆畜牧业, 1990(5):32-36. |
[ Luo Lin. Introduction to Xinjiang grassland resources(I)[J]. Xinjiang Xumuye, 1990(5):32-36. ] | |
[37] | Running S, Zhao M. Mod17a3hgf Modis/terra net primary production gap-filled yearly L4 global 500m sin grid v006[J]. Nasa Eosdis Land Processes Daac. Available Online: https://doi.Org/10.5067/modis/mod17a3hgf, 2019, 6. |
[38] |
Yang K, He J, Tang W J, et al. On downward shortwave and longwave radiations over high altitude regions: Observation and modeling in the Tibetan Plateau[J]. Agricultural and Forest Meteorology, 2010, 150(1):38-46.
doi: 10.1016/j.agrformet.2009.08.004 |
[39] |
He J, Yang K, Tang W, et al. The first high-resolution meteorological forcing sataset for land process studies over China[J]. Scientific Data, 2020, 7(1):1-11.
doi: 10.1038/s41597-019-0340-y |
[40] |
Wang Q, Zhai P, Qin D. New perspectives on ‘warming-wetting’ trend in Xinjiang, China[J]. Advances in Climate Change Research, 2020, 11(3):252-260.
doi: 10.1016/j.accre.2020.09.004 |
[41] | 杨淑霞, 张文娟, 冯琦胜, 等. 基于MODIS逐日地表反射率数据的青南地区草地生长状况遥感监测研究[J]. 草业学报, 2016, 25(8):14-26. |
[ Yang Shuxia, Zhang Wenjuan, Feng Qisheng, et al. Monitoring of grassland herbage accumulation by remote sensing using MODIS daily surface reflectance data in the Qingnan Region[J]. Acta Prataculturae Sinica. 2016, 25(8):14-26. ] | |
[42] | 姚俊强, 陈静, 迪丽努尔·托列吾别克, 等. 新疆气候水文变化趋势及面临问题思考[J]. 冰川冻土, 2020, 42(3):1-14. |
[ Yao Junqiang, Chen Jing, Tuoliwubieke Dilinuer, et al. Trend of climate and hydrology change in Xinjiang and its problems thinking[J]. Journal of Glaciology and Geocryology, 2020, 42(3):1-14. ] | |
[43] |
Sun H, Liu X. Impacts of the uplift of four mountain ranges on the arid climate and dust cycle of inland Asia[J]. Palaeogeography, 2018, 505:167-179.
doi: 10.1016/j.palaeo.2018.05.040 |
[44] | Zhang R, Liu P, Zhang K. Spatio-temporal characteristics of potential climate productivity of grassland and its responses to climate change in Xinjiang, China[J]. Journal of Desert Research, 2012, 32(1):181-187. |
[45] |
An L, Hao Y, Yeh T J, et al. Annual to multidecadal climate modes linking precipitation of the northern and southern slopes of the Tianshan Mts[J]. Theoretical and Applied Climatology, 2020, 140(1):453-465.
doi: 10.1007/s00704-020-03100-y |
[46] |
Li C, Wang R, Ning H, et al. Characteristics of meteorological drought pattern and risk analysis for maize production in Xinjiang, northwest China[J]. Theoretical and Applied Climatology, 2018, 133(3):1269-1278.
doi: 10.1007/s00704-017-2259-6 |
[47] |
Yao J, Chen Y, Zhao Y, et al. Response of vegetation NDVI to climatic extremes in the arid region of Central Asia: A case study in Xinjiang, China[J]. Theoretical and Applied Climatology, 2018, 131(3):1503-1515.
doi: 10.1007/s00704-017-2058-0 |
[48] | 张海燕, 樊江文, 邵全琴, 等. 2000—2010年中国退牧还草工程区生态系统宏观结构和质量及其动态变化[J]. 草业学报, 2016, 25(4):1-15. |
[ Zhang Haiyan, Fan Jiangwen, Shao Quanqin, et al. Ecosystem dynamics in the ‘Returning Rangeland to Grassland’ programs, China[J]. Acta Prataculturae Sinica, 2016, 25(4):1-15. ] | |
[49] |
张海燕, 樊江文, 邵全琴. 2000—2010年中国退牧还草工程区土地利用/覆被变化[J]. 地理科学进展, 2015, 34(7):840-853.
doi: 10.18306/dlkxjz.2015.07.006 |
[ Zhang Haiyan, Fan Jiangwen, Shao Quanqin. Land use/land cover change in the grassland restoration program areas in China, 2000—2010[J]. Progress in Geography, 2015, 34(7):840-853. ]
doi: 10.18306/dlkxjz.2015.07.006 |
|
[50] | 胡振通, 孔德帅, 魏同洋, 等. 草原生态补偿: 减畜和补偿的对等关系[J]. 自然资源学报, 2015, 30(11):1846-1859. |
[ Hu Zhentong, Kong Deshuai, Wei Tongyang, et al. Grassland eco-compensation equivalent relationship between livestock reduction and compensation[J]. Journal of Natural Resources, 2015, 30(11):1846-1859. ] | |
[51] |
Liu Y, Wang Q, Zhang Z, et al. Grassland dynamics in responses to climate variation and human activities in China from 2000 to 2013[J]. Science of the Total Environment, 2019, 690:27-39.
doi: 10.1016/j.scitotenv.2019.06.503 |
[52] |
Naeem S, Zhang Y, Tian J, et al. Quantifying the impacts of snthropogenic sctivities and climate variations on vegetation productivity changes in China from 1985 to 2015[J]. Remote Sensing, 2020, 12(7):1113, doi: 10.3390/rs12071113.
doi: 10.3390/rs12071113 |
[53] | 李伟. 新疆实施草原生态保护补助奖励机制初期成效研究[J]. 新疆畜牧业, 2015, 220(10):22-27. |
[ Li Wei. Study on the initial effectiveness of Xinjiang’s implementation of grassland ecological protection subsidy and reward mechanism[J]. Xinjiang Xumuye, 2015, 220(10):22-27. ] | |
[54] | 姜萍, 丁文广, 肖静, 等. 新疆植被NPP及其对气候变化响应的海拔分异[J]. 干旱区地理, 2021, 44(3):849-857. |
[ Jiang Ping, Ding Wenguang, Xiao Jing, et al. Altitudinal difference of vegetation NPP and its response to climate change in Xinjiang[J]. Arid Land Geography, 2021, 44(3):849-857. ] | |
[55] | 谢大伟, 张诺, 苏颖, 等. 深度贫困地区易地扶贫搬迁产业发展模式及制约因素分析——以新疆南疆三地州为例[J]. 干旱区地理, 2020, 43(5):1401-1408. |
[ Xie Dawei, Zhang Nuo, Su Ying, et al. Industial development modes and restraining factors of severe poverty region after resident relocation for poverty alleviation: Cases of three prefectures in south Xinjiang[J]. Arid Land Geography, 2020, 43(5):1401-1408. ] |
[1] | 马振邦,王思鉴,李薇,吕鹏,郭晓东. 1986—2020年甘肃省六盘山片区贫困演变及启示[J]. 干旱区地理, 2023, 46(9): 1545-1555. |
[2] | 萨日盖, 包玉海, 窦银银, 董禹麟, 潘涛, 匡文慧. 近20 a内蒙古高原城乡开发建设对生态系统生产力的影响[J]. 干旱区地理, 2023, 46(6): 922-933. |
[3] | 江颂,蒙吉军. 土地利用冲突研究进展:内容与方法[J]. 干旱区地理, 2021, 44(3): 877-887. |
[4] | 姜萍,丁文广,肖静,潘新民. 新疆植被NPP及其对气候变化响应的海拔分异[J]. 干旱区地理, 2021, 44(3): 849-857. |
[5] | 张美玲,陈全功,蒋文兰. 不同草地类型净初级生产力(NPP)模拟及其敏感性分析[J]. 干旱区地理, 2021, 44(2): 369-378. |
[6] | 陈雪娇, 周伟, 杨晗. 2001—2017 年三江源区典型草地群落碳源/ 汇模拟及动态变化分析[J]. 干旱区地理, 2020, 43(6): 1583-1592. |
[7] | 秦豪君, 韩永翔. 近56 a蒙古高原草原地上净初级生产力变化[J]. 干旱区地理, 2019, 42(4): 914-922. |
[8] | 胡云锋, 张云芝, 韩月琪. 2000—2015年中国荒漠化土地识别和监测[J]. 干旱区地理, 2018, 41(6): 1321-1332. |
[9] | 张翀, 任志远. 基于生态系统固碳的陕北大气CO2治理成本核算[J]. 干旱区地理, 2016, 39(1): 122-129. |
|