NDVI Changes of the Daling River Basin in Growing Seasons During 1998～2019 and Its Correlation with Temperature and Precipitation

JIANG Shan; SHI Shaoshan; GUO Changlai; FENG Yulin; SUN Jiaquan; SUN Xiubo; ZHOU Li

doi:10.12401/j.nwg.2022026

2023 Vol. 56, No. 4

Article Contents

Article navigation > Northwestern Geology > 2023 > 56(4): 254-262

Next Article Previous Article

JIANG Shan, SHI Shaoshan, GUO Changlai, FENG Yulin, SUN Jiaquan, SUN Xiubo, ZHOU Li. 2023. NDVI Changes of the Daling River Basin in Growing Seasons During 1998～2019 and Its Correlation with Temperature and Precipitation. Northwestern Geology, 56(4): 254-262. doi: 10.12401/j.nwg.2022026

Citation:

JIANG Shan, SHI Shaoshan, GUO Changlai, FENG Yulin, SUN Jiaquan, SUN Xiubo, ZHOU Li. 2023. NDVI Changes of the Daling River Basin in Growing Seasons During 1998～2019 and Its Correlation with Temperature and Precipitation. Northwestern Geology, 56(4): 254-262. doi: 10.12401/j.nwg.2022026

NDVI Changes of the Daling River Basin in Growing Seasons During 1998～2019 and Its Correlation with Temperature and Precipitation

Shenyang Center of China Geological Survey, Shenyang 110034, Liaoning, China

More Information

Corresponding author: ZHOU Li, 270428690@qq.com

Received Date: 06 June 2022

Revised Date: 05 August 2022

Accepted Date: 22 September 2022

Publish Date: 20 August 2023

Abstract

Abstract

Based on the data of 9 national meteorological stations and SPOT/VEGETATION NDVI data from 1998 to 2019, In this paper, trend analysis, partial correlation analysis and complex correlation analysis were used to study the temporal and spatial evolution of NDVI and its relationship with air temperature and precipitation in the Daling river basin in the past 22 years, and the following conclusions were drawn:① The overall vegetation coverage in the study area improved in the past 22 years, and NDVI increased in 90.8% of the area, with different trends in different seasons. The growth rate of NDVI was the highest in summer and the lowest in spring. ② In the upper reaches of Daling River, NDVI increased slowly and steadily, while in the middle and lower reaches, NDVI increased and decreased simultaneously. ③ In the study area, NDVI was negatively correlated with air temperature but positively correlated with precipitation, and the relationship between NDVI and annual precipitation was closer. ④ In the study area, 4.33% of the total area was driven by precipitation, 0.03% by air temperature, and 2.73% by precipitation and air temperature.
- Daling river basin /
- NDVI /
- space–time change /
- climate factor /
- correlation analysis /
- Northeast China

FullText(HTML)

References

[1]	陈云浩, 李晓兵, 史培军. 1983-1992年中国陆地NDVI变化的气候因子驱动分析[J]. 植物生态学报, 2001, 25（6）:716-720. Google Scholar CHEN Yunhao, LI Xiaobing, SHI Peijun. VARIATION IN NDVI DRIVEN BY CLIMATE FACTORS ACROSS CHINA, 1983-1992[J]. Acta Phytoecologica Sinica, 2001, 25（6）:716-720. Google Scholar
[2]	崔林丽, 史军, 肖风劲, 等. 中国东部NDVI的变化趋势及其与气候因子的相关分析[J]. 资源科学, 2010, 032(1): 124-131 Google Scholar CUI Linli, SHI Jun, XIAO Fengjing, et al. Variation Trends in Vegetation NDVI and Its Correlation with Climatic Factors in Eastern China[J]. Resources Science, 2010, 032(1): 124-131. Google Scholar
[3]	邸志强, 金洪涛, 苗英, 等. 辽西蓄水构造及找水方向[J]. 地质与资源, 2007, 16(2): 112-115 doi: 10.3969/j.issn.1671-1947.2007.02.008 CrossRef Google Scholar DI Zhiqiang, JIN Hongtao, MIAO Ying, et al. WATER STORAGE STRUCTURE AND WATER SEARCH TARGET IN WESTERN LIAONING PROVINCE[J]. Geology and Resources, 2007, 16(2): 112-115. doi: 10.3969/j.issn.1671-1947.2007.02.008 CrossRef Google Scholar
[4]	杜臻, 张茂省, 冯立, 等. 鄂尔多斯盆地煤炭采动的生态系统响应机制研究现状与展望[J]. 西北地质, 2023, 56(3): 78−88. Google Scholar DU Zhen, ZHANG Maosheng, FENG Li, et al. Research Status and Prospect of Ecosystem Response Mechanism to Coal Mining in Ordos Basin[J]. Northwestern Geology, 2023, 56(3): 78−88. Google Scholar
[5]	黄煜, 谢婉丽, 刘琦琦, 等. 基于GIS与MaxEnt模型的滑坡易发性评价以铜川市中部城区为例[J]. 西北地质, 2023, 56(1): 266−275. Google Scholar HUANG Yu, XIE Wanli, LIU Qiqi, et al. Landslide Susceptibility Assessment Based on GIS and MaxEnt Model: Example from Central Districts in Tongchuan City[J]. Northwestern Geology, 2023, 56(1): 266-275. Google Scholar
[6]	李晓兵, 史培军. 中国典型植被类型NDVI动态变化与气温、降水变化的敏感性分析[J]. 植物生态学报, 2000, 24(3): 379-382 Google Scholar LI Xiaobing, SHI Peijun. Sensitivity Analysis of Variation in NDVI, Temperature and Precipitation in Typical Vegetation Types a Across China. Chinese Journal of Plant Ecology, 2000, 24(3): 379-382 Google Scholar
[7]	马明国, 王建, 王雪梅. 基于遥感的植被年际变化及其与气候关系研究进展. 遥感学报, 2006, 10(3): 421–431 Google Scholar MA Mingguo, WANG Jian, WANG Xuemei. Advance in the Inter-annual Variability of Vegetation and Its Relation to Climate Based on Remote Sensing[J]. Journal of Remote Sensing, 2006, 10(3): 421–431 Google Scholar
[8]	孟丹, 李小娟, 宫辉力, 等. 京津冀地区NDVI变化及气候因子驱动分析[J]. 地球信息科学学报, 2015.17(8): 1001-1007 Google Scholar MENG Dan, LI Xiaojuan, GONG Huili. Analysis of Spatial-Temporal Change of NDVI and Its Climatic Driving Factors in Beijing-Tianjin-Hebei Metropolis Circle from 2001 to 2013[J]. Journal of Geo-Information Science, , 2015, 17(8): 1001-1007 Google Scholar
[9]	朴世龙, 方精云. 最近18年来中国植被覆盖的动态变化[J]. 第四纪研究, 2001, 21(4): 294-302 doi: 10.3321/j.issn:1001-7410.2001.04.002 CrossRef Google Scholar PIAO Shilong, FANG Jingyun. DYNAMIC VEGETATION COVER CHANGE OVER THE LAST 18 YEARS IN CHINA[J]. Quaternary Sciences, 2001, 21(4): 294-302 doi: 10.3321/j.issn:1001-7410.2001.04.002 CrossRef Google Scholar
[10]	强建华. 遥感技术在新疆南部地区矿山环境调查及生态修复中的应用[J]. 西北地质, 2021, 54(3): 253-258 Google Scholar QIANG Jianhua. 2021. Application of Remote Sensing Techniques in Mine Environment Investigation and Ecological Restoration in Southern Xinjiang[J]. Northwestern Geology, 2021, 54(3): 253-258. Google Scholar
[11]	王化齐, 尹立河, 李彦娥, 等. 宁夏沿黄生态经济区生态系统服务价值及其提升对策[J]. 西北地质, 2023, 56(3): 196−203. Google Scholar WANG Huaqi, YIN Lihe, LI Yan’e, et al. Ecological System Service Value Assessment and Improving Countermeasures in Ningxia Yellow River Ecological Economic Zone[J]. Northwestern Geology, 2023, 56(3): 196−203. Google Scholar
[12]	王鹏, 刘拓, 邱德明. 基于局部惩罚型变权的建设用地生态适宜性空间模糊评价——以陕西延安宝塔区为例[J]. 西北地质, 2021, 54(1): 232-241 Google Scholar WANG Peng, LIU Tuo, QIU Deming. Spatial Fuzzy Assessment of Ecological Suitability for Urban Land Use Based on Local Penalty Variable Weights——A Case Study of Yan'an Baota District[J]. Northwestern Geology, 2021, 54(1): 232-241. Google Scholar
[13]	王强, 张廷斌, 易桂花, 等. 横断山区2004—2014年植被NPP时空变化及其驱动因子. 生态学报, 2017, 37(9): 3084-3095 Google Scholar WANG Qiang, ZHANG Tingbin, YI Guihua, et al. Tempo-spatial variations and driving factors analysis of net primary productivity in the Hengduan mountain area from 2004 to 2014[J]. Acta Ecologica Sinica, 2017, 37(9): 3084-3095. Google Scholar
[14]	王炜航, 王咏林, 赵净民. 辽西北地区土地沙漠化现状及防治对策[J]. 地质与资源, 2010, 19(1): 50-52 doi: 10.3969/j.issn.1671-1947.2010.01.009 CrossRef Google Scholar WANG Weihang, WANG Yonglin, ZHAO Jingmin. CURRENT SITUATION AND COUNTERMEASURES OF THE LAND DESERTIFICATION IN NORTHWESTERN LIAONING PROVINCE[J]. Geology and Resources, 2010, 19(1): 50-52. doi: 10.3969/j.issn.1671-1947.2010.01.009 CrossRef Google Scholar
[15]	武正丽, 贾文雄, 赵珍, 等. 2000-2012年祁连山植被覆盖变化及其与气候因子的相关性[J]. 干旱区地理(汉文版), 2015, 38(6): 1241-1252 Google Scholar WU Zhengli, JIA Wenxiong, ZHAO Zhen, et al. Spatial-temporal variations of vegetation and its correlation with climatic factors in Qilian Mountains from 2000 to 2012[J]Arid Land Geography, 2015, 38(6): 1241-1252. Google Scholar
[16]	徐嘉昕, 房世波, 张廷斌, 等. 2000-2016年三江源区植被生长季NDVI变化及其对气候因子的响应[J]. 国土资源遥感, 2020, (1): 237-246. doi:10.6046/gtzyyg.2020.01.32 CrossRef Google Scholar XU Jiaxin, FANG Shibo, ZHANG Tingbin, et al. NDVI changes and its correlation with climate factors of the Three River-Headwater region in growing seasons during 2000—2016[]Remote Sensing for Land & Resources doi: 10.6046/gtzyyg.2020.01.32 CrossRef Google Scholar
[17]	杨元合, 朴世龙. 青藏高原草地植被覆盖变化及其与气候因子的关系[J]. 植物生态学报, 2006, 30(1): 1–8 doi: 10.17521/cjpe.2006.0001 CrossRef Google Scholar YANG Yuanhe, PIAO Shilong. VARIATIONS IN GRASSLAND VEGETATION COVER IN RELATION TO CLIMATIC FACTORS ON THE TIBETAN PLATEAU[J]. Journal of Plant Ecology, 2006, 30(1): 1–8 doi: 10.17521/cjpe.2006.0001 CrossRef Google Scholar
[18]	尤南山, 蒙吉军, 孙慕天. 2000—2015年黑河流域中上游NDVI时空变化及其与气候的关系[J]. 北京大学学报(自然科学版), 2019, 55(1): 171–181 Google Scholar YOU Nanshan, MENG Jijun, SUN Mutian. Spatio-temporal Change of NDVI and Its Relationship with Climate in the Upper and Middle Reaches of Heihe River Basin from 2000 to 2015[J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2019, 55(1): 171–181 Google Scholar
[19]	袁丽华, 蒋卫国, 申文明, 等. 2000—2010年黄河流域植被覆盖的时空变化[J]生态学报, 2013, 33(24): 7798-7806 Google Scholar YUAN Lihua, JIANG Weiguo, SHEN Wenming, et al. The spatio-temporal variations of vegetation cover in the Yellow River Basin from 2000 to 2010[J]Acta Ecologica Sinica, 2013, 33(24): 7798-7806 Google Scholar
[20]	张新悦, 冯禹昊, 曾辉唐, 等. 1982—2014年华北及周边地区生长季NDVI变化及其与气候的关系[J]. 北京大学学报(自然科学版), 2021, 57(1): 153-161 Google Scholar ZHANG Xinyue, FENG Yuhao, ZENG Huitang, et al. Change of NDVI during Growing Season and Its Relationship with Climate in North China and the Adjacent Areas from 1982 to 2014[J]Acta Scientiarum Naturalium Universitatis Pekinensis, 2021, 57(1): 153-161. Google Scholar
[21]	Wardlow B D, Egbert S L. 2008, Large-area crop mapping using time-series MODIS 250m NDVI data: An assessment for the U. S. Central Great Plains[J]. Remote Sensing of Environment, 2008, 112(3): 1096-1116. doi: 10.1016/j.rse.2007.07.019 CrossRef Google Scholar