Ecology and Environment ›› 2022, Vol. 31 ›› Issue (6): 1071-1079.DOI: 10.16258/j.cnki.1674-5906.2022.06.001
• Research Articles • Next Articles
Received:
2021-09-10
Online:
2022-06-18
Published:
2022-07-29
Contact:
WANG Zhao
通讯作者:
王钊
作者简介:
李登科(1963年生),男,正高级工程师,从事农业气象和遥感应用研究。E-mail: ldk81711@sohu.com
基金资助:
CLC Number:
LI Dengke, WANG Zhao. Quantitative Analysis of the Impact of Climate Change and Human Activities on Vegetation NPP in Shaanxi Province[J]. Ecology and Environment, 2022, 31(6): 1071-1079.
李登科, 王钊. 气候变化和人类活动对陕西省植被NPP影响的定量分析[J]. 生态环境学报, 2022, 31(6): 1071-1079.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2022.06.001
变化状态 Change state | 情景 Scene | 判别方法 Discrimination method | 变化主导驱动因素 Leading drivers of change |
---|---|---|---|
植被未变化SA=0 Vegetation remains unchanged | 情景1 | NPPA没有变化 | |
植被恢复SA>0 Vegetation restoration | 情景2 | |SP|>|SH| | 气候因素导致NPPA增加 |
情景3 | |SP|<|SH| | 人类活动导致NPPA增加 | |
植被退化SA<0 Vegetation degradation | 情景4 | |SP|>|SH| | 气候因素导致NPPA减少 |
情景5 | |SP|<|SH| | 人类活动导致NPPA减少 |
Table 1 Assessment method of relative effects of climate change and human activities on vegetation NPP
变化状态 Change state | 情景 Scene | 判别方法 Discrimination method | 变化主导驱动因素 Leading drivers of change |
---|---|---|---|
植被未变化SA=0 Vegetation remains unchanged | 情景1 | NPPA没有变化 | |
植被恢复SA>0 Vegetation restoration | 情景2 | |SP|>|SH| | 气候因素导致NPPA增加 |
情景3 | |SP|<|SH| | 人类活动导致NPPA增加 | |
植被退化SA<0 Vegetation degradation | 情景4 | |SP|>|SH| | 气候因素导致NPPA减少 |
情景5 | |SP|<|SH| | 人类活动导致NPPA减少 |
[1] | FETZEL T, NIEDERTSCHEIDER M, HABERL H, et al., 2016. Patterns and changes of land use and land-use efficiency in Africa 1980-2005: An analysis based on the human appropriation of net primary production framework[J]. Regional Environmental Change, 16: 1507-1520. |
[2] | FIELD C B, RANDERSON J T, MALMSTROEM C M, 1995. Global net primary production: combining ecology and remote sensing[J]. Remote Sensing of Environment, 51(1): 71-88. |
[3] | GANG C C, ZHOU W, CHEN Y Z, et al., 2014. Quantitative assessment of the contributions of climate change and human activities on global grassland degradation[J]. Environmental Earth Science, 72(11): 4273-4282. |
[4] | LIETH H, 1973. Primary productivity: Terrstrial ecosystems[J]. Human Ecology, 1(4): 303-332. |
[5] | LIETH H, 1975. Modeling the primary productivity of the world[J]. Nature and Resources, 8(1): 237-263. |
[6] | RUNNING S W, ZHAO M S, 2019. User's Guide: Daily GPP and Annual NPP ( MOD17A2H/A3H) and Year-end Gap-Filled (MOD17A2HGF/ A3HGF) Products, NASA Earth Observing System MODIS Land Algorithm (For Collection 6)[EB/OL]. [2019-6-10]. https://lpdaac.usgs. gov/documents/495/MOD17_User_Guide_V6.pdf. |
[7] |
TENG M J, ZENG L X, HU W J, et al., 2020. The impacts of climate changes and human activities on net primary productivity vary across an ecotone zone in Northwest China[J]. Science of the Total Environment, DOI: 10.1016/j.scitotenv.2020.136691.
DOI URL |
[8] |
TONG L J, LIU Y Y, WANG Q, et al., 2019. Relative effects of climate variation and human activities on grassland dynamics in Africa from 2000 to 2015[J]. Ecological Informatics, DOI: 10.1016/j.ecoinf.2019.100979.
DOI URL |
[9] | WU Y Y, WU Z F, 2018. Quantitative assessment of human-induced impacts based on net primary productivity in Guangzhou, China[J]. Environmental Science and Pollution Research, 25(12): 11384-11399. |
[10] | YAN M, XUE M, ZHANG L, et al., 2021. A decade's change in vegetation productivity and its response to climate change over Northeast China[J]. Plants, 10(5): 821-821. |
[11] | YANG H F, HU D D, XU H, et al., 2020. Assessing the spatiotemporal variation of NPP and its response to driving factors in Anhui province, China[J]. Environmental Science and Pollution Research, 27(13): 14915-14932. |
[12] | ZHENG K, WEI J Z, PEI J Y, et al., 2019. Impacts of climate change and human activities on grassland vegetation variation in the Chinese Loess Plateau[J]. Science of the Total Environment, 660: 236-244. |
[13] | 安妮, 宁小莉, 海全胜, 等, 2020. 基于MODIS数据的近15年浑善达克沙地植被净初级生产力时空分布研究[J]. 干旱区资源与环境, 34(4): 168-175. |
AN N, NING X L, HAI Q S, et al., 2020. Optical model for estimating the spatial and temporal distribution of vegetation net primary productivity in HunShandake Sandyland in recent 15 years[J]. Journal of Arid Land Resources and Environment, 34(4): 168-175. | |
[14] | 陈峰, 李红波, 刘亚静, 2018. 基于GIS和CASA的滇南山区植被NPP时空分异及其影响因素--以云南省元阳县为例[J]. 生态学杂志, 37(7): 2148-2158. |
CHEN F, LI H B, LIU Y J, 2018. Spatio-temporal differentiation and influencing factors of vegetation net primary productivity using GIS and CASA[J]. Chinese Journal of Ecology, 37(7): 2148-2158. | |
[15] |
陈晓玲, 曾永年, 2016. 亚热带山地丘陵区植被NPP时空变化及其与气候因子的关系--以湖南省为例[J]. 地理学报, 71(1): 35-48.
DOI |
CHEN X L, ZENG Y N, 2016. Spatial and temporal variability of the net primary production (NPP) and its relationship with climate factors in subtropical mountainous and hilly regions of China: A case study in Hunan province[J]. Acta Geographic Sinica, 71(1): 35-48. | |
[16] | 陈奕兆, 李建龙, 孙政国, 等, 2017. 欧亚大陆草原带1982-2008年间净初级生产力时空动态及其对气候变化响应研究[J]. 草业学报, 26(1): 1-12. |
CHEN Y Z, LI J L, SUN Z G, et al., 2017. Spatio-temporal dynacs of grassland net primary productivity and its response to climate change in the Temperate Eurasian Steppe 1982-2008[J]. Acta Prataculturae Sinica, 26(1): 1-12. | |
[17] |
崔林丽, 杜华强, 史军, 等, 2016. 中国东南部植被NPP的时空格局变化及其与气候的关系研究[J]. 地理科学, 36(5): 787-793.
DOI |
CUI L L, DU H Q, SHI J, et al., 2016. Spatial and temporal pattern of vegetation NPP and its relationship with climate in the Southeastern China[J]. Scientia Geographica Sinica, 36(5): 787-793. | |
[18] |
戴尔阜, 黄宇, 吴卓, 等, 2016. 内蒙古草地生态系统碳源/汇时空格局及其与气候因子的关系[J]. 地理学报, 71(1): 21-34.
DOI |
DAI E F, HUANG Y, WU Z, et al., 2016. Spatial-temporal features of carbon source-sink and its relationship with climate factors in Inner Mongolia grassland ecosystem[J]. Acta Geographica Sinica, 71(1): 21-34. | |
[19] | 杜金燊, 于德永, 2018. 气候变化和人类活动对中国北方农牧交错区草地净初级生产力的影响[J]. 北京师范大学学报(自然科学版), 54(3): 365-372. |
DU J S, YU D Y, 2018. Impacts of climate change and human activities on net primary productivity of grassland in agro-pastoral transitional zone in Northern China[J]. Journal of Beijing Normal University (Natural Science), 54(3): 365-372. | |
[20] | 姬盼盼, 高敏华, 付晓红, 等, 2019. 中国西北半干旱区净初级生产力驱动因子空间计算分析[J]. 生态学报, 39(24): 9023-9032. |
JI P P, GAO M H, FU X H, et al., 2019. Spatial calculation and analysis of net primary productivity drivers in a semi-arid region of Northwest China[J]. Acta Ecologica Sinica, 39(24): 9023-9032. | |
[21] | 贾俊鹤, 刘会玉, 林振山, 2019. 中国西北地区植被NPP多时间尺度变化及其对气候变化的响应[J]. 生态学报, 39(14): 5058-5069. |
JIA J H, LIU H Y, LIN Z S, 2019. Multi-time scale changes of vegetation NPP in six provinces of northwest China and their responses to climate change[J]. Acta Ecologica Sinica, 39(14): 5058-5069. | |
[22] | 李传华, 赵军, 师银芳, 等, 2016. 基于变异系数的植被NPP人为影响定量研究--以石羊河流域为例[J]. 生态学报, 36(13): 4034-4044. |
LI C H, ZHAO J, SHI Y F, et al., 2016. The impact of human activities on net primary productivity based on the coefficient of variation: A case study of the Shiyang River Basin[J]. Acta Ecologica Sinica, 36(13): 4034-4044. | |
[23] | 李金珂, 杨玉婷, 张会茹, 等, 2019. 秦巴山区近15年植被NPP时空演变特征及自然与人为因子解析[J]. 生态学报, 39(22): 8504-8515. |
LI J K, YANG Y T, ZHANG H R, et al., 2019. Spatio-temporal variations of net primary productivity and its natural and human factors analysis in Qinling-Daba Mountains in the past 15 years[J]. Acta Ecologica Sinica, 39(22): 8504-8515. | |
[24] | 李晓荣, 高会, 韩立朴, 等, 2017. 太行山区植被NPP时空变化特征及其驱动力分析[J]. 中国生态农业学报, 25(4): 498-508. |
LI X R, GAO H, HAN L P, 2017. Spatio-temporal variations in vegetation NPP and the driving factors in Taihang Mountain Area[J]. Chinese Journal of Eco-Agriculture, 25(4): 498-508. | |
[25] | 刘凤, 曾永年, 2019. 近16年青海高原植被NPP时空格局变化及气候与人为因素的影响[J]. 生态学报, 39(5): 1528-1540. |
LIU F, ZENG Y N, 2019. Spatial-temporal change in vegetation net primary productivity and its response to climate and human activities in Qinghai Plateau in the past 16 years[J]. Acta Ecologica Sinica, 9(5): 1528-1540. | |
[26] | 刘刚, 孙睿, 肖志强, 等, 2017. 2001-2014年中国植被净初级生产力时空变化及其与气象因素的关系[J]. 生态学报, 37(15): 4936-4945. |
LIU G, SUN R, XIAO Z Q, et al., 2017. Analysis of spatial and temporal variation of net primary productivity and climate controls in China from 2001 to 2014[J]. Acta Ecologica Sinica, 37(15): 4936-4945. | |
[27] | 刘旻霞, 焦骄, 潘竟虎, 等, 2020. 青海省植被净初级生产力 (NPP) 时空格局变化及其驱动因素[J]. 生态学报, 40(15): 5306-5317. |
LIU M X, JIAO J, PAN J H, et al., 2020. Spatial and temporal patterns of planting NPP and its driving factors in Qindhai Province[J]. Acta Ecologica Sinica, 40(15): 5306-5317. | |
[28] | 刘玉红, 张筠, 张春华, 等, 2019. 2000-2015年山东省植被净初级生产力时空变化及其对气候变化的响应[J]. 生态学杂志, 38(5): 1464-1471. |
LIU Y H, ZHANG J, ZHANG C H, et al., 2019. Spatial and temporal variations of vegetation net primary productivity and its responses to climate change in Shandong Province from 2000 to 2015[J]. Chinese Journal of Ecology, 38(5): 1464-1471. | |
[29] | 刘洋洋, 章钊颖, 同琳静, 等, 2020. 中国草地净初级生产力时空格局及其影响因素[J]. 生态学杂志, 39(2): 349-363. |
LIU Y Y, ZHANG Z Y, TONG L J, 2020. Spatiotemporal dynamics of China's grassland NPP and its driving factors[J]. Chinese Journal of Ecology, 39(2): 349-363. | |
[30] | 刘铮, 杨金贵, 马理辉, 等, 2021. 黄土高原草地净初级生产力时空趋势及其驱动因素[J]. 应用生态学报, 31(1): 113-122. |
LIU Z, YANG J G, MA L H, et al., 2021. Spatial-temporal tend of grassland net primary production and their driving factors in the Loess Plateau, China[J]. Chinese Journal of Applied Ecology, 31(1): 113-122. | |
[31] | 倪向南, 郭伟, 乔凯, 2018. 陕北风沙过渡带植被净初级生产力变化特征及原因[J]. 中国沙漠, 38(4): 889-898. |
NI X N, GUO W, QIAO K, 2018. Spatial and temporal patterns of net primary productivity and teir attribution in wind drift sand region in Northern Shaanxi[J]. Journal of Desert Research, 38(4): 889-898. | |
[32] | 秦景秀, 郝兴明, 张颖, 等, 2020. 气候变化和人类活动对干旱区植被生产力的影响[J]. 干旱区地理, 43(1): 117-125. |
QIN J X, HAO X M, ZHANG Y, et al., 2020. Effects of climate change and human activities on vegetation productivity in arid areas[J]. Arid Land Geograph, 43(1): 117-125. | |
[33] | 沈贝贝, 丁蕾, 李振旺, 等, 2019. 呼伦贝尔草原净初级生产力时空变化及气候响应分析[J]. 草业学报, 28(5): 1-14. |
SHEN B B, DING L, LI Z W, et al., 2019. Analysis of spatio-temporal changes and climate response of net primary productivity in Hulunbuir grassland[J]. Acta Prataculturae Sinica, 28(5): 1-14. | |
[34] | 石志华, 刘梦云, 常庆瑞, 等, 2015. 基于优化参数的陕西省气温、降水栅格化方法分析[J]. 自然资源学报, 30(7): 1141-1151. |
SHI Z H, LIU M Y, CHANG Q R, et al., 2015. Comparison of temperature and precipitation rasterization methods based on optimized parameters in Shaanxi province[J]. Journal of Natural Resources, 30(7): 1141-1151. | |
[35] | 石志华, 刘梦云, 吴健利, 等, 2016. 基于CASA模型的陕西省植被净初级生产力时空分析[J]. 水土保持通报, 36(1): 206-211. |
SHI Z H, LIU M Y, WU J L, et al., 2016. Spatial-temporal analysis of vegetation net primary productivity in Shaanxi Province based on CASA model[J]. Bulletin of Soil and Water Covservation, 36(1): 206-211. | |
[36] |
孙静, 范文义, 于颖, 等, 2019. 基于InTEC模型的塔河森林净初级生产力影响因子定量分析[J]. 应用生态学报, 30(3): 793-804.
DOI |
SUN J, FAN W Y, YU Y, et al., 2019. Quantitative analysis of impact factors on net primary productivity of Tahe forest based on InTEC model[J]. Chinese Journal of Applied Ecology, 37(7): 2148-2158. | |
[37] | 同琳静, 刘洋洋, 王倩, 等, 2019. 西北植被净初级生产力时空变化及其驱动因素[J]. 水土保持研究, 26(4): 367-374. |
TONG L J, LIU Y Y, WANG Q, 2019. Spatial and temporal dynamics of net primary productivity and its driving factors in Northwest China[J]. Research of Soil and Water Conservation, 26(4): 367-374. | |
[38] | 王强, 张廷斌, 易桂花, 等, 2017. 横断山区2004-2014年植被NPP时空变化及其驱动因子[J]. 生态学报, 37(9): 3084-3095. |
WANG Q, ZHANG T B, YI G H, et al., 2017. Tempo-spatial variations and driving factors analysis of net primary productivity in the Hengduan mountain area from 2004-2014[J]. Acta Ecologica Sinica, 37(9): 3084-3095. | |
[39] |
王亚林, 龚容, 吴凤敏, 等, 2017. 2001-2013年中国灌木生态系统净初级生产力的时空变化特征及其对气候变化的响应[J]. 植物生态学报, 41(9): 925-937.
DOI |
WANG Y L, GONG R, WU F M, et al., 2017. Temporal and spatial variation characteristics of China shrubland net primary production and its response to climate change from 2001 to 2013[J]. Chinese Journal of Plant Ecology, 41(9): 925-937. | |
[40] |
王钊, 李登科, 2018. 2000-2015年陕西植被净初级生产力时空分布特征及其驱动因素[J]. 应用生态学报, 29(6): 1876-1884.
DOI |
WANG Z, LI D K, 2018. Spatial-temporal distribution of vegetation net primary productivity and its driving factors from 2000 to 2015 in Shaanxi, China[J]. Chinese Journal of Applied Ecology, 29(6): 1876-1884.
DOI |
|
[41] |
乌尼图, 刘桂香, 刘爱军, 等, 2020. 天然草原净初级生产力变化监测与驱动力分析--以锡林郭勒草原为例[J]. 应用生态学报, 31(4): 1233-1240.
DOI |
WU N T, LIU G X, LIU A J, et al., 2020. Monitoring and driving force analysis of net productivity in native grassland:a case study in Xilingol steppe, China[J]. Chinese Journal of Applied Ecology, 31(4): 1233-1240. | |
[42] | 吴晓全, 王让会, 李成, 等, 2016. 天山植被NPP时空特征及其对气候要素的响应[J]. 生态环境学报, 25(11): 1848-1855. |
WU X Q, WANG R H, LI C, et al., 2016. Spatial-temporal characteristics of NPP and its response to climatic factors in Tianshan Mountains Region[J]. Ecology and Environmental Sciences, 25(11): 1848-1855. | |
[43] | 谢宝妮, 秦占飞, 王洋, 等, 2014. 黄土高原植被净初级生产力时空变化及其影响因素[J]. 农业工程学报, 30(11): 244-253. |
XIE B N, QIN Z F, WANG Y, et al., 2014. Spatial and temporal variation in terrestrial net primary productivity on Chinese Loess Plateau and its influential factors[J]. Transactions of the Chinese Society of Agricultural Engineering, 30(11): 244-253. | |
[44] | 张仁平, 郭靖, 张云玲, 2020. 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, 40(15): 5318-5326. |
ZHANG R P, GUO J, ZHANG Y L, 2020. Spatial distribution pattern of NPP of Xingjiang grassland and its response to climatic changes[J]. Acta Ecologica Sinica, 40(15): 5318-5326. | |
[45] | 张雪蕾, 肖伟华, 王义成, 2021. 基于改进的CASA模型三峡库区NPP时空特征及气候驱动机制[J]. 生态学报, 41(9): 3488-3498. |
ZHANG X L, XIAO W H, WANG Y C, 2021. Temporal-spatial variations of NPP and its climatic driving mechanism in the Three Gorges Reservoir Area based on modified CASA model[J]. Acta Ecologica Sinica, 41(9): 3488-3498. | |
[46] | 张颖, 章超斌, 王钊齐, 等, 2017. 气候变化与人为活动对三江源草地生产力影响的定量研究[J]. 草业学报, 26(5): 1-14. |
ZHANG Y, ZHANG C B, WANG Z Q, et al., 2017. Quantitative assessment of relative roles of climate change and human activities on grassland net primary productivity in the Three-River Source Region, China[J]. Acta Prataculturae Sinica, 26(5): 1-14. | |
[47] | 张禹舜, 贾文雄, 刘亚荣, 等, 2016. 近11a来祁连山净初级生产力对气候因子的响应[J]. 干旱区地理, 39(1): 77-85. |
ZHANG Y S, JIA W X, LIU Y R, et al., 2016. Response of net primary productivity to climatic factors in Qilian Mountains in resent eleven years[J]. Arid Land Geography, 39(1): 77-85. | |
[48] | 赵俊红, 周华荣, 卢雅焱, 等, 2020. 2000-2015年塔里木胡杨林国家自然保护区NPP时空动态变化特征及其影响因素[J]. 干旱区地理, 43(1): 190-200. |
ZHAO J H, ZHOU H R, LU Y Y, et al., 2020. Temporal-spatial characteristics and influencing factors of vegetation net primary production in the National Nature Reserve of Populus euphratica in Tarim from 2000 to 2015[J]. Arid land Geograph, 43(1): 190-200. | |
[49] | 赵苗苗, 刘熠, 杨吉林, 等, 2019. 基于HASM的中国植被NPP时空变化特征及其与气候的关系[J]. 生态环境学报, 28(2): 215-225. |
ZHAO M M, LIU Y, YANG J L, 2019. Spatio-temporal patterns of NPP and its relations to climate in China based on HASM[J]. Ecology and Environmental Sciences, 28(2): 215-225. | |
[50] |
赵鹏, 陈桃, 王茜, 于瑞德, 2020. 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, 37(1): 51-62.
DOI |
ZHAO P, CHEN T, WANG Q, et al., 2020. 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, 37(1): 51-62.
DOI |
|
[51] | 周伟, 牟凤云, 刚成诚, 等, 2017. 1982-2010年中国草地净初级生产力时空动态及其与气候因子的关系[J]. 生态学报, 37(13): 4335-4345. |
ZHOU W, MU F Y, GANG C C, et al., 2017. Spatio-temporal dynamics of grassland net primary productivity and their relationship with climatic factors from 1982 to 2010 in China[J]. Acta Ecologica Sinica, 37(13): 4335-4345. | |
[52] | 周妍妍, 朱敏翔, 郭晓娟, 等, 2019. 疏勒河流域气候变化和人类活动对植被NPP的相对影响评价[J]. 生态学报, 39(14): 5127-5137. |
ZHOU Y Y, ZHU M X, GUO X J, et al., 2019. Relative effects of climate change and human activities on net primary productivity in Shule River Basin[J]. Acta Ecologica Sinica, 39(14): 5127-5137. | |
[53] | 左丽媛, 高江波, 2020. 基于地理探测器的喀斯特植被NPP定量归因[J]. 生态环境学报, 29(4): 686-694. |
ZUO L Y, GAO J B, 2020. Quantitative attribution analysis of NPP in Karst peak cluster depression based on geographical detector[J]. Ecology and Environmental Sciences, 29(4): 686-694. |
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