Ecology and Environment ›› 2023, Vol. 32 ›› Issue (1): 1-10.DOI: 10.16258/j.cnki.1674-5906.2023.01.001
• Research Articles • Next Articles
JIA Zhifeng1,2,3,4,*(), LIU Pengcheng1,2,3, LIU Yu5, WU Bobo1,2,3, CHEN Danzi1,2,3, ZHANG Xiangfei6
Received:
2022-11-03
Online:
2023-01-18
Published:
2023-04-06
Contact:
JIA Zhifeng
贾志峰1,2,3,4,*(), 刘鹏程1,2,3, 刘宇5, 吴博博1,2,3, 陈丹姿1,2,3, 张向飞6
通讯作者:
贾志峰
基金资助:
CLC Number:
JIA Zhifeng, LIU Pengcheng, LIU Yu, WU Bobo, CHEN Danzi, ZHANG Xiangfei. Effects of Climatic Change and Human Activities on Vegetation Cover in Songliao River Basin[J]. Ecology and Environment, 2023, 32(1): 1-10.
贾志峰, 刘鹏程, 刘宇, 吴博博, 陈丹姿, 张向飞. 气候变化和人类活动对松辽流域植被覆盖的影响[J]. 生态环境学报, 2023, 32(1): 1-10.
Add to citation manager EndNote|Ris|BibTeX
URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2023.01.001
数据类型 | 等级 | 描述 | S | |Z| |
---|---|---|---|---|
NDVI/SPEI/ 降水/气温 | 1 | 极显著提升/极显著 湿润化/极显著上升 | >0 | [2.58, ∞) |
2 | 显著提升/显著 湿润化/显著上升 | [1.96, 2.58) | ||
3 | 弱显著提升/弱显著 湿润化/弱显著上升 | [1.64, 1.96) | ||
4 | 不显著提升/不显著 湿润化/不显著上升 | [0, 1.64) | ||
5 | 极显著退化/极显著 干旱化/极显著下降 | <0 | [2.58, ∞) | |
6 | 显著退化/显著 干旱化/显著下降 | [1.96, 2.58) | ||
7 | 弱显著退化/弱显著 干旱化/弱显著下降 | [1.64, 1.96) | ||
8 | 不显著退化/不显著 干旱化/不显著下降 | [0, 1.64) | ||
9 | 无变化 | =0 | — |
Table 1 Classification of NDVI/SPEI/Precipitation/Air temperature trend
数据类型 | 等级 | 描述 | S | |Z| |
---|---|---|---|---|
NDVI/SPEI/ 降水/气温 | 1 | 极显著提升/极显著 湿润化/极显著上升 | >0 | [2.58, ∞) |
2 | 显著提升/显著 湿润化/显著上升 | [1.96, 2.58) | ||
3 | 弱显著提升/弱显著 湿润化/弱显著上升 | [1.64, 1.96) | ||
4 | 不显著提升/不显著 湿润化/不显著上升 | [0, 1.64) | ||
5 | 极显著退化/极显著 干旱化/极显著下降 | <0 | [2.58, ∞) | |
6 | 显著退化/显著 干旱化/显著下降 | [1.96, 2.58) | ||
7 | 弱显著退化/弱显著 干旱化/弱显著下降 | [1.64, 1.96) | ||
8 | 不显著退化/不显著 干旱化/不显著下降 | [0, 1.64) | ||
9 | 无变化 | =0 | — |
KH | KE | KF | 贡献率/% | |
---|---|---|---|---|
气候变化 | 人类活动 | |||
>0 | <0 | >0 | 0 | 100 |
>0 | <0 | 100 | 0 | |
>0 | >0 | |||
<0 | <0 | >0 | 100 | 0 |
>0 | <0 | 0 | 100 | |
<0 | <0 |
Table 2 Identification criterion and contribution calculation of the drivers of NDVI change
KH | KE | KF | 贡献率/% | |
---|---|---|---|---|
气候变化 | 人类活动 | |||
>0 | <0 | >0 | 0 | 100 |
>0 | <0 | 100 | 0 | |
>0 | >0 | |||
<0 | <0 | >0 | 100 | 0 |
>0 | <0 | 0 | 100 | |
<0 | <0 |
类别 | 极显著改善 | 显著改善 | 弱显著改善 | 不显著改善 | 极显著退化 | 显著退化 | 弱显著退化 | 不显著退化 |
---|---|---|---|---|---|---|---|---|
气候变化 | 3.77 | 10.57 | 10.25 | 57.97 | 0.07 | 0.51 | 0.72 | 16.15 |
人类活动 | 62.84 | 13.13 | 4.03 | 13.63 | 0.69 | 0.56 | 0.35 | 4.76 |
Table 3 Percentage of area in different significance zones %
类别 | 极显著改善 | 显著改善 | 弱显著改善 | 不显著改善 | 极显著退化 | 显著退化 | 弱显著退化 | 不显著退化 |
---|---|---|---|---|---|---|---|---|
气候变化 | 3.77 | 10.57 | 10.25 | 57.97 | 0.07 | 0.51 | 0.72 | 16.15 |
人类活动 | 62.84 | 13.13 | 4.03 | 13.63 | 0.69 | 0.56 | 0.35 | 4.76 |
类别 | 驱动因素 | 耕地 | 林地 | 草地 | 未利用土地 |
---|---|---|---|---|---|
植被改善区 | 气候变化 | 17.31 | 12.55 | 24.31 | 18.08 |
人类活动 | 82.69 | 87.45 | 75.69 | 81.92 | |
植被退化区 | 气候变化 | 25.67 | 24.2 | 19.08 | 22.09 |
人类活动 | 74.33 | 75.8 | 80.92 | 77.91 |
Table 4 Contribution rate of climate change and human activities to vegetation change in Songliao River Basin under different LUCC types %
类别 | 驱动因素 | 耕地 | 林地 | 草地 | 未利用土地 |
---|---|---|---|---|---|
植被改善区 | 气候变化 | 17.31 | 12.55 | 24.31 | 18.08 |
人类活动 | 82.69 | 87.45 | 75.69 | 81.92 | |
植被退化区 | 气候变化 | 25.67 | 24.2 | 19.08 | 22.09 |
人类活动 | 74.33 | 75.8 | 80.92 | 77.91 |
2005年 | 2018年 | ||||||
---|---|---|---|---|---|---|---|
草地 | 耕地 | 建设用地 | 林地 | 水体 | 未利用土地 | 转出合计 | |
草地 | 110033 | 30690 | 2579 | 52927 | 2245 | 34554 | 233028 |
耕地 | 21897 | 271762 | 20700 | 41557 | 5297 | 12441 | 373654 |
建设用地 | 1640 | 16376 | 8604 | 2484 | 770 | 716 | 30590 |
林地 | 24328 | 44137 | 3184 | 392475 | 2755 | 29408 | 496287 |
水域 | 1543 | 6522 | 733 | 2008 | 11762 | 5672 | 28240 |
未利用土地 | 11379 | 15684 | 1101 | 6471 | 2237 | 29869 | 66741 |
Table 5 LUCC transfer matrix from 2005 to 2018 km2
2005年 | 2018年 | ||||||
---|---|---|---|---|---|---|---|
草地 | 耕地 | 建设用地 | 林地 | 水体 | 未利用土地 | 转出合计 | |
草地 | 110033 | 30690 | 2579 | 52927 | 2245 | 34554 | 233028 |
耕地 | 21897 | 271762 | 20700 | 41557 | 5297 | 12441 | 373654 |
建设用地 | 1640 | 16376 | 8604 | 2484 | 770 | 716 | 30590 |
林地 | 24328 | 44137 | 3184 | 392475 | 2755 | 29408 | 496287 |
水域 | 1543 | 6522 | 733 | 2008 | 11762 | 5672 | 28240 |
未利用土地 | 11379 | 15684 | 1101 | 6471 | 2237 | 29869 | 66741 |
[1] |
BAI X, ZHANG L H, HE C S, et al., 2020. Estimating regional soil moisture distribution based on NDVI and land surface temperature time series data in the upstream of the Heihe River Watershed, northwest China[J]. Remote Sensing, 12(15): 2414.
DOI URL |
[2] |
CAO S P, ZHANG L F, HE Y, et al., 2022. Effects and contributions of meteorological drought on agricultural drought under different climatic zones and vegetation types in Northwest China[J]. Science of The Total Environment, 821: 153270.
DOI URL |
[3] |
EVANS J G R, 2004. Discrimination between climate and human-induced dryland degradation[J]. Journal of arid environments, 57(4): 535-554.
DOI URL |
[4] | LI C, LI X M, 2021. Characteristics of Spatiotemporal Variation of Ecological Quality for Vegetation in China from 2000-2018[J]. Resources and Environment in the Yangtze Basin, 30(9): 2154-2165. |
[5] |
LIU B, XU M, HENDERSON M, et al., 2004. Taking China’s temperature: Daily range, warming trends, and regional variations, 1955-2000[J]. Journal of Climate, 17(22): 4453-4462.
DOI URL |
[6] |
MA Y J, ZUO L Y, GAO B J, et al., 2021. The karst NDVI correlation with climate and its BAS-BP prediction based on multiple factors[J]. Ecological Indicators, 132: 108254.
DOI URL |
[7] | NING T T, LIU W Z, LIN W, et al., 2015. NDVI variation and its responses to climate change on the northern Loess Plateau of China from 1998 to 2012[J]. Advances in Meteorology, 2015: 725427. |
[8] |
PEI F S, ZHOU Y, XIA Y, 2021. Application of normalized difference vegetation index (NDVI) for the detection of extreme precipitation change[J]. Forests, 12(5): 594.
DOI URL |
[9] |
QI G Z, BAI H Y, ZHAO T, et al., 2021. Sensitivity and areal differentiation of vegetation responses to hydrothermal dynamics on the northern and southern slopes of the Qinling Mountains in Shaanxi province[J]. Journal of Geographical Sciences, 31(6): 785-801.
DOI |
[10] |
WANG H, LIU G H, LI Z S, et al., 2018. Impacts of drought and human activity on vegetation growth in the grain for green program region, China[J]. Chinese Geographical Science, 28(3): 470-481.
DOI |
[11] |
WESSELS K J, PRINCE S D, MALHERBE J, et al., 2007. Can human-induced land degradation be distinguished from the effects of rainfall variability? A case study in South Africa[J]. Journal of Arid Environments, 68(2): 271-297.
DOI URL |
[12] |
YANG L Q, GUAN Q Y, LIN J K, et al., 2021. Evolution of NDVI secular trends and responses to climate change: A perspective from nonlinearity and nonstationarity characteristics[J]. Remote Sensing of Environment, 254: 112247.
DOI URL |
[13] | ZHANG B W, CUI L L, SHI J, et al., 2017. Vegetation dynamics and their response to climatic variability in China[J]. Advances in Meteorology, 2017: 8282353. |
[14] |
陈文裕, 夏丽华, 徐国良, 等, 2022. 2000—2020年珠江流域NDVI动态变化及影响因素研究[J]. 生态环境学报, 31(7): 1306-1316.
DOI URL |
CHEN W Y, XIA L H, XU G L, et al., 2022. Dynamic variation of NDVI and its influencing factors in the Pearl River Basin from 2000 to 2020[J]. Ecology and Environmental Sciences, 31(7): 1306-1316. | |
[15] |
付乐, 迟妍妍, 于洋, 等, 2022. 2000—2020年黄河流域土地利用变化特征及影响因素分析[J]. 生态环境学报, 31(10): 1927-1938.
DOI URL |
FU L, CHI Y Y, YU Y, et al., 2022. Characteristics and driving forces of land use change in the Yellow River Basin from 2000 to 2020[J]. Ecology and Environmental Sciences, 31(10): 1927-1938. | |
[16] | 盖兆雪, 孙萍, 张景奇, 2019. 松花江流域土地利用变化及形成机理——以哈尔滨段为例[J]. 水土保持研究, 26(4): 314-320. |
GAI Z X, SUN P, ZHANG J Q, 2019. Land use change and formation mechanism in Songhuajiang Basin-Harbin section as an example[J]. Research of soil and Water Conservation, 26(4): 314-320. | |
[17] |
高江波, 焦珂伟, 吴绍洪, 2019. 1982—2013年中国植被NDVI空间异质性的气候影响分析[J]. 地理学报, 74(3): 534-543.
DOI |
GAO J B, JIAO K W, WU S H, 2019. Revealing the climatic on spatial heterogeneity of NDVI in China during 1982-2013[J]. Acta Geographica Sinica, 74(3): 534-543. | |
[18] | 耿庆玲, 陈晓青, 赫晓慧, 等, 2022. 中国不同植被类型归一化植被指数对气候变化和人类活动的响应[J]. 生态学报, 42(9): 3557-3568. |
GENG Q L, CHEN X Q, HE X H, et al., 2022. Vegetation dynamics and its response to climate change and human activities based on different vegetation types in China[J]. Acta Ecologica Sinica, 42(9): 3557-3568. | |
[19] | 何航, 张勃, 侯启, 等, 2020. 1982—2015年中国北方归一化植被指数 (NDVI) 变化特征及对气候变化的响应[J]. 生态与农村环境学报, 36(1): 70-80. |
HE H, ZHANG B, HOU Q, et al., 2020. Variation characteristic of NDVI and its response to climate change in northern China from 1982 to 2015[J]. Journal of Ecology and Rural Environment, 36(1): 70-80. | |
[20] | 李继红, 焦裕欣, 2021. 东北地区归一化植被指数与环境因子间的尺度依存关系[J]. 东北林业大学学报, 49(2): 70-77. |
LI J H, JIAO Y Q, 2021. Dependence between NDVI and environmental factors in northeast China[J]. Journal of Northeast Forestry University, 49(2): 70-77. | |
[21] | 李原园, 2014. 中国水资源及其开发利用调查评价[M]. 北京: 中国水利水电出版社:27-28. |
LI Y Y, 2014. Survey and evaluation of water resources and their development and utilization in China[M]. Beijing: China Water Conservancy and Hydropower Press:27-28. | |
[22] | 梁守真, 隋学艳, 王猛, 等, 2022. 基于SPEI的黄河流域多时间尺度干湿变化分析[J]. 水土保持研究, 29(1): 231-241. |
LIANG S Z, SUI X Y, WANG M, et al., 2022. Multiple time scales analysis of dryness changes of the Yellow River basin in the past 50 years based on SPEI data[J]. Research of soil and Water Conservation, 29(1): 231-241. | |
[23] |
刘纪远, 宁佳, 匡文慧, 等, 2018. 2010—2015年中国土地利用变化的时空格局与新特征[J]. 地理学报, 73(5): 789-802.
DOI |
LIU J Y, NING J, KUANG W H, et al., 2018. Spatiotemporal patterns and characteristics of land-use change in China during 2010-2015[J]. Acta Geographica Sinica, 73(5): 789-802. | |
[24] | 刘杨奕, 毛文静, 李思琦, 等, 2022. 中国西北地区气象干旱时空演变特征[J]. 水资源与水工程学报, 33(1): 86-92. |
LIU Y Y, MAO W J, LI S Q, et al., 2022. Spatiotemporal evolution characteristics of meteorological droughts in northwest China[J]. Journal of Water Resources and Water Engineering, 33(1): 86-92. | |
[25] | 刘宇, 李雯晴, 刘招, 等, 2021. 基于SPEI渭北黄土台塬区干旱时空演变特征[J]. 水土保持研究, 28(1): 109-117. |
LIU Y, LI W Q, LIU Z, et al., 2021. Spatial and Temporal Evolution Characteristics of the Drought in Weibei Loess Tableland Area Based on SPEI[J]. Research of soil and Water Conservation, 28(1): 109-117. | |
[26] | 罗爽, 刘会玉, 龚海波, 2022. 1982—2018年中国植被覆盖变化非线性趋势及其格局分析[J]. 生态学报, 42(20): 8331-8342. |
LUO S, LIU H Y, GONG H B, 2022. Nonlinear trends and spatial pattern analysis of vegetation cover change in China from 1998 to 2018[J]. Acta Ecologica Sinica, 42(20): 8331-8342. | |
[27] |
秦大河, 2014. 气候变化科学与人类可持续发展[J]. 地理科学进展, 33(7): 874-883.
DOI |
QIN D H, 2014. Climate change science and sustainable development[J]. Progress in Geography, 33(7): 874-883.
DOI |
|
[28] |
阮惠华, 许剑辉, 张菲菲, 2022. 2001—2020年粤港澳大湾区植被和地表温度时空变化研究[J]. 生态环境学报, 31(8): 1510-1520.
DOI URL |
RUAN H H, XU J H, ZHANG F F, 2022. Spatiotemporal changes of vegetation and land surface temperature during 2001 and 2020 in the Guangdong-Hong Kong-Macao Greater Bay Area of China[J]. Ecology and Environmental Sciences, 31(8): 1510-1520. | |
[29] | 涂又, 姜亮亮, 刘睿, 等, 2021. 1982—2015年中国植被NDVI时空变化特征及其驱动分析[J]. 农业工程学报, 37(22): 75-84. |
TU Y, JIANG L L, LIU R, et al., 2021. Spatiotemporal changes of vegetation NDVI and its driving forces in China during 1982-2015[J]. Transactions of the Chinese Society of Agricultural Engineering, 37(22): 75-84. | |
[30] | 王鸽, 韩琳, 张昱, 2012. 东北地区地表NDVI的时空变化规律[J]. 北京林业大学学报, 34(6): 86-91. |
WANG G, HAN L, ZHANG Y, 2012. Temporal variation and spatial distribution of NDVI in northeastern China[J]. Journal of Beijing Forestry University, 34(6): 86-91. | |
[31] | 王兆礼, 黄泽勤, 李军, 等, 2016. 基于SPEI和NDVI的中国流域尺度气象干旱及植被分布时空演变[J]. 农业工程学报, 32(14): 177-186. |
WANG Z L, HUANG Z Q, LI J, et al., 2016. Assessing impacts of meteorological drought on vegetation at catchment scale in China based on SPEI and NDVI[J]. Transactions of the Chinese Society of Agricultural Engineering, 32(14): 177-186. | |
[32] | 袭祝香, 杨雪艳, 刘玉汐, 等, 2019. 松辽流域1961—2017年极端降水变化特征[J]. 水土保持研究, 26(3): 199-203, 212. |
XI Z X, YANG X Y, LIU Y X, et al., 2019. Characteristics of extreme precipitation change from 1961 to 2017 in Songliao Basin[J]. Research of soil and Water Conservation, 26(3): 199-203, 212. | |
[33] | 张华, 李明, 宋金岳, 等, 2021. 基于地理探测器的祁连山国家公园植被NDVI变化驱动因素分析[J]. 生态学杂志, 40(8): 2530-2540. |
ZHANG H, LI M, SONG J Y, et al., 2021. Analysis of driving factors of vegetation NDVI change in Qilian Mountain National Park based on geographic detector[J]. Chinese Journal of Ecology, 40(8): 2530-2540. | |
[34] |
张雄一, 邵全琴, 宁佳, 等, 2022. 三北工程区植被恢复对土壤风蚀的影响及植被恢复潜力研究[J]. 地球信息科学学报, 24(11): 2153-2170.
DOI |
ZHANG X Y, SHAO Q X, NING J, et al., 2022. Effect of Vegetation Restoration on Soil Wind Erosion and Vegetation Restoration Potential in The Three-North Afforestation Program[J]. Journal of Geo-information Science, 24(11): 2153-2170. |
[1] | WU Chenyu, XU Fanfan, WEI Shibo, FAN Jingjing, LIU Guanpeng, WANG Kun. Study on Response of Surface Vegetation Cover to Climate Change in Weihe River Basin [J]. Ecology and Environment, 2023, 32(5): 835-844. |
[2] | LI Hui, LI Bilong, GE Lili, HAN Chenhui, YANG Qian, ZHANG Yuejun. Temporal and Spatial Characteristics of Vegetation Evolution and Topographic Effects in Fenhe River Basin from 2000 to 2021 [J]. Ecology and Environment, 2023, 32(3): 439-449. |
[3] | ZHANG Shanwen, YANG Ran, HOU Wenxing, WANG Lili, LIU Shuang, SONG Hanyang, ZHAO Wenji, LI Lingjun. Analysis of Fractional Vegetation Cover Changes and Driving Forces on Both Banks of Yongding River Before and After Ecological Water Replenishment [J]. Ecology and Environment, 2023, 32(2): 264-273. |
[4] | SUN Mengxin, ZHANG Yue, XIN Yu, ZHONG Dingjie, YANG Cunjian. Changes of Vegetation Phenology and Its Response to Climate Change in the West Sichuan Plateau in the Past 20 Years [J]. Ecology and Environment, 2022, 31(7): 1326-1339. |
[5] | CAO Xiaoyun, ZHU Cunxiong, CHEN Guoqian, SUN Shujiao, ZHAO Huifang, ZHU Wenbin, ZHOU Bingrong. Surface Greenness Change and Topographic Differentiation over Qaidam Basin from 2000 to 2021 [J]. Ecology and Environment, 2022, 31(6): 1080-1090. |
[6] | GAO Siqi, DONG Guotao, JIANG Xiaohui, NIE Tong, GUO Xinwei, DANG Suzhen, LI Xinyu, LI Haoyang. Analysis of Vegetation Coverage Changes and Natural Driving Forces of Spatial Distribution in the Source Region of the Yellow River [J]. Ecology and Environment, 2022, 31(3): 429-439. |
[7] | YANG Yuanyuan, SHE Zhipeng, SONG Jinxi, ZHU Dawei. Study on Vegetation Variation Characteristics and Influencing Factors in Different Geomorphic Zones in the Chanbahe River Basin since 2000 [J]. Ecology and Environment, 2022, 31(2): 224-230. |
[8] | YU Yuyang, SONG Fengyi, ZHANG Shijie. Quantitative Analysis of Temporal and Spatial Changes of NDVI and Its Driving Factors in Henan Province from 2000 to 2020 [J]. Ecology and Environment, 2022, 31(10): 1939-1950. |
[9] | NIE Tong, DONG Guotao, JIANG Xiaohui, GUO Xinwei, DANG Suzhen, ZHENG Jiahao, LI Lichan, WANG Jiang. Spatio-temporal Variations and Influencing Factors of Vegetation in Yulin [J]. Ecology and Environment, 2022, 31(1): 26-36. |
[10] | ZHANG Jing, DU Jiaqiang, SHENG Zhilu, ZHANG Yangchengsi, WU Jinhua, LIU Bo. Spatio-temporal Changes of Vegetation Cover and Their Influencing Factors in the Yellow River Basin from 1982 to 2015 [J]. Ecology and Environment, 2021, 30(5): 929-937. |
[11] | HUANG Dong, LI Peng, DONG Nan. Spatial-temporal Differentiation of GS_NDVI in Recent 20 Years and Its Responses to Climate Change and LUCC in the Bohai Coastal Region [J]. Ecology and Environment, 2021, 30(12): 2275-2284. |
[12] | LU Qiaoqian, JIANG Tao, LIU Danli, LIU Zhiyong. The Response Characteristics of NDVI with Different Vegetation Cover Types to Temperature and Precipitation in China [J]. Ecology and Environment, 2020, 29(1): 23-34. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
Copyright © 2021 Editorial Office of ACTA PETROLEI SINICA
Address:No. 6 Liupukang Street, Xicheng District, Beijing, P.R.China, 510650
Tel: 86-010-62067128, 86-010-62067137, 86-010-62067139
Fax: 86-10-62067130
Email: syxb@cnpc.com.cn
Support byBeijing Magtech Co.ltd, E-mail:support@magtech.com.cn