Spatial and temporal heterogeneity of land surface phenology in Shanxi Province from 2001 to 2020
文献类型:期刊论文
作者 | Zhao, Haipeng3; Deng, Xiangzheng1,2; Wang, Zehao3 |
刊名 | TRANSACTIONS IN GIS
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出版日期 | 2024-07-15 |
卷号 | N/A |
DOI | 10.1111/tgis.13219 |
产权排序 | 2 |
文献子类 | Article ; Early Access |
英文摘要 | Land surface phenology encompasses variations in the life cycle events of plants induced by seasonal changes in environmental factors, primarily meteorological conditions. This study leverages Google Earth Engine to extract a comprehensive time series of two-band Enhanced Vegetation Index (EVI 2) from Landsat images. Utilizing relatively sparse data spanning from 2001 to 2020, a Bayesian hierarchical model is applied at a 30 m resolution to capture the continuous temporal evolution of phenology. The fitting results of this study demonstrate excellent performance, with annual correlation coefficients consistently exceeding 0.89. The findings indicate that between 2001 and 2020, the Start of Season in Shanxi advanced by an average of 0.79 days per year, the End of Season was delayed by an average of 0.83 days per year, and the Length of Season (LOS) extended by an average of 0.80 days per year. Spatial disparities in phenological periods in Shanxi are evident, with an average LOS of 192 days on 35-36 degrees N and only 122 days on 40-41 degrees N. Below 1200 m, phenological periods exhibit significant changes influenced by human activities, while between 1200 m and 2600 m, LOS shows a weak trend of shortening. Above 2600 m, there is a noticeable reduction in LOS. With an increasing slope, LOS increases from an average of 175 days to 187 days (>25 degrees). This study, utilizing Shanxi as a case study, explores the spatiotemporal evolution characteristics of vegetation phenology, aiming to support fine land management and enhance agricultural productivity. |
WOS关键词 | VEGETATION PHENOLOGY ; SPRING PHENOLOGY ; CLIMATE-CHANGE ; TIBETAN PLATEAU ; NORTH-AMERICA ; CHINA ; RESPONSES ; GROWTH ; MAIZE ; WHEAT |
WOS研究方向 | Geography |
WOS记录号 | WOS:001272509700001 |
源URL | [http://ir.igsnrr.ac.cn/handle/311030/206052] ![]() |
专题 | 陆地表层格局与模拟院重点实验室_外文论文 |
通讯作者 | Deng, Xiangzheng |
作者单位 | 1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Land Surface Pattern & Simulat, Beijing 100101, Peoples R China 2.CAS HEC, China Pakistan Joint Res Ctr Earth Sci, Islamabad, Pakistan 3.China Univ Geosci Beijing, Sch Informat Engn, Beijing, Peoples R China |
推荐引用方式 GB/T 7714 | Zhao, Haipeng,Deng, Xiangzheng,Wang, Zehao. Spatial and temporal heterogeneity of land surface phenology in Shanxi Province from 2001 to 2020[J]. TRANSACTIONS IN GIS,2024,N/A. |
APA | Zhao, Haipeng,Deng, Xiangzheng,&Wang, Zehao.(2024).Spatial and temporal heterogeneity of land surface phenology in Shanxi Province from 2001 to 2020.TRANSACTIONS IN GIS,N/A. |
MLA | Zhao, Haipeng,et al."Spatial and temporal heterogeneity of land surface phenology in Shanxi Province from 2001 to 2020".TRANSACTIONS IN GIS N/A(2024). |
入库方式: OAI收割
来源:地理科学与资源研究所
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