Impacts of Drought and Climatic Factors on Vegetation Dynamics in the Yellow River Basin and Yangtze River Basin, China
Understanding the impacts of drought and climate change on vegetation dynamics is of great significance in terms of formulating vegetation management strategies and predicting future vegetation growth. In this study, Pearson correlation analysis was used to investigate the correlations between droug...
| Main Authors: | , , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2022-02-01
|
| Series: | Remote Sensing |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2072-4292/14/4/930 |
| _version_ | 1827652941533675520 |
|---|---|
| author | Weixia Jiang Zigeng Niu Lunche Wang Rui Yao Xuan Gui Feifei Xiang Yuxi Ji |
| author_facet | Weixia Jiang Zigeng Niu Lunche Wang Rui Yao Xuan Gui Feifei Xiang Yuxi Ji |
| author_sort | Weixia Jiang |
| collection | DOAJ |
| description | Understanding the impacts of drought and climate change on vegetation dynamics is of great significance in terms of formulating vegetation management strategies and predicting future vegetation growth. In this study, Pearson correlation analysis was used to investigate the correlations between drought, climatic factors and vegetation conditions, and linear regression analysis was adopted to investigate the time-lag and time-accumulation effects of climatic factors on vegetation coverage based on the standardized evapotranspiration deficit index (SEDI), normalized difference vegetation index (NDVI), and gridded meteorological dataset in the Yellow River Basin (YLRB) and Yangtze River Basin (YTRB), China. The results showed that (1) the SEDI in the YLRB showed no significant change over time and space during the growing season from 1982 to 2015, whereas it increased significantly in the YTRB (slope = 0.013/year, <i>p</i> < 0.01), and more than 40% of the area showed a significant trend of wetness. The NDVI of the two basins, YLRB and YTRB, increased significantly at rate of 0.011/decade and 0.016/decade, respectively (<i>p</i> < 0.01). (2) Drought had a significant impact on vegetation in 49% of the YLRB area, which was mainly located in the northern region. In the YTRB, the area significantly affected by drought accounted for 21% of the total area, which was mainly distributed in the Sichuan Basin. (3) In the YLRB, both temperature and precipitation generally had a one-month accumulated effect on vegetation conditions, while in the YTRB, temperature was the major factor leading to changes in vegetation. In most of the area of the YTRB, the effect of temperature on vegetation was also a one-month accumulated effect, but there was no time effect in the Sichuan Basin. Considering the time effects, the contribution of climatic factors to vegetation change in the YLRB and YTRB was 76.7% and 63.2%, respectively. The explanatory power of different vegetation types in the two basins both increased by 2% to 6%. The time-accumulation effect of climatic factors had a stronger explanatory power for vegetation growth than the time-lag effect. |
| first_indexed | 2024-03-09T21:09:10Z |
| format | Article |
| id | doaj.art-63e73d5bd48c4b87ac47cb6a4b54af3f |
| institution | Directory Open Access Journal |
| issn | 2072-4292 |
| language | English |
| last_indexed | 2024-03-09T21:09:10Z |
| publishDate | 2022-02-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Remote Sensing |
| spelling | doaj.art-63e73d5bd48c4b87ac47cb6a4b54af3f2023-11-23T21:54:19ZengMDPI AGRemote Sensing2072-42922022-02-0114493010.3390/rs14040930Impacts of Drought and Climatic Factors on Vegetation Dynamics in the Yellow River Basin and Yangtze River Basin, ChinaWeixia Jiang0Zigeng Niu1Lunche Wang2Rui Yao3Xuan Gui4Feifei Xiang5Yuxi Ji6Hunan Key Laboratory of Remote Sensing of Ecological Environment in Dongting Lake Area, School of Geography and Information Engineering, China University of Geosciences, Wuhan 430079, ChinaHunan Key Laboratory of Remote Sensing of Ecological Environment in Dongting Lake Area, School of Geography and Information Engineering, China University of Geosciences, Wuhan 430079, ChinaHunan Key Laboratory of Remote Sensing of Ecological Environment in Dongting Lake Area, School of Geography and Information Engineering, China University of Geosciences, Wuhan 430079, ChinaHunan Key Laboratory of Remote Sensing of Ecological Environment in Dongting Lake Area, School of Geography and Information Engineering, China University of Geosciences, Wuhan 430079, ChinaHunan Key Laboratory of Remote Sensing of Ecological Environment in Dongting Lake Area, School of Geography and Information Engineering, China University of Geosciences, Wuhan 430079, ChinaHunan Key Laboratory of Remote Sensing of Ecological Environment in Dongting Lake Area, School of Geography and Information Engineering, China University of Geosciences, Wuhan 430079, ChinaWuhan Geomatics Institute, Wuhan 430022, ChinaUnderstanding the impacts of drought and climate change on vegetation dynamics is of great significance in terms of formulating vegetation management strategies and predicting future vegetation growth. In this study, Pearson correlation analysis was used to investigate the correlations between drought, climatic factors and vegetation conditions, and linear regression analysis was adopted to investigate the time-lag and time-accumulation effects of climatic factors on vegetation coverage based on the standardized evapotranspiration deficit index (SEDI), normalized difference vegetation index (NDVI), and gridded meteorological dataset in the Yellow River Basin (YLRB) and Yangtze River Basin (YTRB), China. The results showed that (1) the SEDI in the YLRB showed no significant change over time and space during the growing season from 1982 to 2015, whereas it increased significantly in the YTRB (slope = 0.013/year, <i>p</i> < 0.01), and more than 40% of the area showed a significant trend of wetness. The NDVI of the two basins, YLRB and YTRB, increased significantly at rate of 0.011/decade and 0.016/decade, respectively (<i>p</i> < 0.01). (2) Drought had a significant impact on vegetation in 49% of the YLRB area, which was mainly located in the northern region. In the YTRB, the area significantly affected by drought accounted for 21% of the total area, which was mainly distributed in the Sichuan Basin. (3) In the YLRB, both temperature and precipitation generally had a one-month accumulated effect on vegetation conditions, while in the YTRB, temperature was the major factor leading to changes in vegetation. In most of the area of the YTRB, the effect of temperature on vegetation was also a one-month accumulated effect, but there was no time effect in the Sichuan Basin. Considering the time effects, the contribution of climatic factors to vegetation change in the YLRB and YTRB was 76.7% and 63.2%, respectively. The explanatory power of different vegetation types in the two basins both increased by 2% to 6%. The time-accumulation effect of climatic factors had a stronger explanatory power for vegetation growth than the time-lag effect.https://www.mdpi.com/2072-4292/14/4/930droughtvegetation growthYellow River BasinYangtze River Basintime-lag effectstime-accumulation effects |
| spellingShingle | Weixia Jiang Zigeng Niu Lunche Wang Rui Yao Xuan Gui Feifei Xiang Yuxi Ji Impacts of Drought and Climatic Factors on Vegetation Dynamics in the Yellow River Basin and Yangtze River Basin, China Remote Sensing drought vegetation growth Yellow River Basin Yangtze River Basin time-lag effects time-accumulation effects |
| title | Impacts of Drought and Climatic Factors on Vegetation Dynamics in the Yellow River Basin and Yangtze River Basin, China |
| title_full | Impacts of Drought and Climatic Factors on Vegetation Dynamics in the Yellow River Basin and Yangtze River Basin, China |
| title_fullStr | Impacts of Drought and Climatic Factors on Vegetation Dynamics in the Yellow River Basin and Yangtze River Basin, China |
| title_full_unstemmed | Impacts of Drought and Climatic Factors on Vegetation Dynamics in the Yellow River Basin and Yangtze River Basin, China |
| title_short | Impacts of Drought and Climatic Factors on Vegetation Dynamics in the Yellow River Basin and Yangtze River Basin, China |
| title_sort | impacts of drought and climatic factors on vegetation dynamics in the yellow river basin and yangtze river basin china |
| topic | drought vegetation growth Yellow River Basin Yangtze River Basin time-lag effects time-accumulation effects |
| url | https://www.mdpi.com/2072-4292/14/4/930 |
| work_keys_str_mv | AT weixiajiang impactsofdroughtandclimaticfactorsonvegetationdynamicsintheyellowriverbasinandyangtzeriverbasinchina AT zigengniu impactsofdroughtandclimaticfactorsonvegetationdynamicsintheyellowriverbasinandyangtzeriverbasinchina AT lunchewang impactsofdroughtandclimaticfactorsonvegetationdynamicsintheyellowriverbasinandyangtzeriverbasinchina AT ruiyao impactsofdroughtandclimaticfactorsonvegetationdynamicsintheyellowriverbasinandyangtzeriverbasinchina AT xuangui impactsofdroughtandclimaticfactorsonvegetationdynamicsintheyellowriverbasinandyangtzeriverbasinchina AT feifeixiang impactsofdroughtandclimaticfactorsonvegetationdynamicsintheyellowriverbasinandyangtzeriverbasinchina AT yuxiji impactsofdroughtandclimaticfactorsonvegetationdynamicsintheyellowriverbasinandyangtzeriverbasinchina |