Temporal Greenness Trends in Stable Natural Land Cover and Relationships with Climatic Variability across the Conterminous United States

被引:2
|
作者
Ji, Lei [1 ]
Brown, Jesslyn F. [2 ]
机构
[1] ASRC Fed Data Solut, Sioux Falls, SD 57198 USA
[2] US Geol Survey, Earth Resources Observat & Sci Ctr, Sioux Falls, SD USA
关键词
Precipitation; Vegetation-precipitation interactions; Climate variability; Temperature; Remote sensing; Satellite observations; Regression analysis; Time series; Trends; NORTHERN GREAT-PLAINS; DIFFERENCE VEGETATION INDEX; ORBITAL DRIFT; TREE MORTALITY; SATELLITE DATA; TIME-SERIES; GROWING-SEASON; HIGH-LATITUDES; BARK BEETLES; DATA RECORD;
D O I
10.1175/EI-D-21-0018.1
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Assessment of temporal trends in vegetation greenness and related influences aids understanding of recent changes in terrestrial ecosystems and feedbacks from weather, climate, and environment. We analyzed 1-km normalized difference vegetation index (NDVI) time series data (1989-2016) derived from the Advanced Very High Resolution Radiometer (AVHRR) and developed growing-season time-integrated NDVI (GS-TIN) for estimating seasonal vegetation activity across stable natural land cover in the conterminous United States (CONUS). After removing areas from analysis that had experienced land-cover conversion or modification, we conducted a monotonic trend analysis on the GS-TIN time series and found that significant positive temporal trends occurred over 35% of the area, whereas significant negative trends were observed over only 3.5%. Positive trends were prevalent in the forested lands of the eastern one-third of CONUS and far northwest, as well as in grasslands in the north-central plains. We observed negative and nonsignificant trends mainly in the shrublands and grasslands across the northwest, southwest, and west-central plains. To understand the relationship of climate variability with these temporal trends, we conducted partial and multiple correlation analyses on GS-TIN, growing-season temperature, and water-year precipitation time series. The GS-TIN trends in northern forests were positively correlated with temperature. The GS-TIN trends in the central and western shrublands and grasslands were negatively correlated with temperature and positively correlated with precipitation. Our results revealed spatial patterns in vegetation greenness trends for different stable natural vegetation types across CONUS, enhancing understanding gained from prior studies that were based on coarser 8-km AVHRR data. Significance StatementAssessing vegetation trends, cycles, and related influences is important for understanding the responses and feedbacks of terrestrial ecosystems to climatic and environmental changes. We analyzed vegetation greenness trends (1989-2016) for stable natural land cover across the conterminous United States, based on vegetation index time series derived from coarse-resolution optical satellite sensors. We found greening trends in the forests of the east and far northwest and the grasslands of the northern central plains that correlated with increasing temperature in the regions. We observed browning and no trends mainly in the shrublands and grasslands across the northwest, southwest, and western central plains, associated with increasing temperature and decreasing precipitation. Future research should focus on vegetation greenness analysis using finer-resolution satellite data.
引用
收藏
页码:66 / 83
页数:18
相关论文
共 50 条
  • [31] Rural land-use trends in the conterminous United States, 1950-2000
    Brown, DG
    Johnson, KM
    Loveland, TR
    Theobald, DM
    ECOLOGICAL APPLICATIONS, 2005, 15 (06) : 1851 - 1863
  • [32] Spatial variability and uncertainty of soil nitrogen across the conterminous United States at different depths
    Smith, Elizabeth M.
    Vargas, Rodrigo
    Guevara, Mario
    Tarin, Tonantzin
    Pouyat, Richard, V
    ECOSPHERE, 2022, 13 (07):
  • [33] Radiative forcing over the conterminous United States due to contemporary land cover land use albedo change
    Barnes, Christopher A.
    Roy, David P.
    GEOPHYSICAL RESEARCH LETTERS, 2008, 35 (09)
  • [34] Linking continental climate, land use, and land patterns with grassland bird distribution across the conterminous United States
    O'Connor, RJ
    Jones, MT
    Boone, RB
    Lauber, TB
    ECOLOGY AND CONSERVATION OF GRASSLAND BIRDS OF THE WESTERN HEMISPHERE, 1999, (19): : 45 - 59
  • [35] Spatio-temporal Variability of Trends in Extreme Climatic Indices across India
    Sankaran, Adarsh
    Madhusudanan, Soorya Gayathri
    Ndehedehe, Christopher
    Nair, Arathy Nair Geetha Raveendran
    KSCE JOURNAL OF CIVIL ENGINEERING, 2024, 28 (06) : 2537 - 2551
  • [36] River flow changes related to land and water management practices across the conterminous United States
    Eng, Ken
    Wolock, David M.
    Carlisle, Daren M.
    SCIENCE OF THE TOTAL ENVIRONMENT, 2013, 463 : 414 - 422
  • [37] ESTIMATION OF EVAPOTRANSPIRATION ACROSS THE CONTERMINOUS UNITED STATES USING A REGRESSION WITH CLIMATE AND LAND-COVER DATA (vol 49, pg 217, 2013)
    Sanford, Ward E.
    Selnick, David L.
    JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION, 2013, 49 (02): : 479 - 479
  • [38] Trends in seasonal warm anomalies across the contiguous United States: Contributions from natural climate variability
    Yu, Lejiang
    Zhong, Shiyuan
    Heilman, Warren E.
    Bian, Xindi
    SCIENTIFIC REPORTS, 2018, 8
  • [39] Trends in seasonal warm anomalies across the contiguous United States: Contributions from natural climate variability
    Lejiang Yu
    Shiyuan Zhong
    Warren E. Heilman
    Xindi Bian
    Scientific Reports, 8
  • [40] Scenarios of land use and land cover change in the conterminous United States: Utilizing the special report on emission scenarios at ecoregional scales
    Sleeter, Benjamin M.
    Sohl, Terry L.
    Bouchard, Michelle A.
    Reker, Ryan R.
    Soulard, Christopher E.
    Acevedo, William
    Griffith, Glenn E.
    Sleeter, Rachel R.
    Auch, Roger F.
    Sayler, Kristi L.
    Prisley, Stephen
    Zhu, Zhiliang
    GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 2012, 22 (04): : 896 - 914