Analysis of Surface Water Trends for the Conterminous United States Using MODIS Satellite Data, 2003-2019

被引:8
|
作者
Petrakis, Roy E. [1 ]
Soulard, Christopher E. [2 ]
Waller, Eric K. [3 ]
Walker, Jessica J. [1 ]
机构
[1] US Geol Survey, Western Geog Sci Ctr, Tucson, AZ 85719 USA
[2] US Geol Survey, Western Geog Sci Ctr, Moffett Field, CA USA
[3] US Geol Survey, Western Geog Sci Ctr, Portland, OR USA
关键词
remote sensing; surface water trends; ecoregions; DSWEmod; streamgage discharge trends; Mann-Kendall; TIME-SERIES; MANN-KENDALL; LAND-USE; STREAMFLOW TRENDS; COLORADO RIVER; DECADES; PRECIPITATION; CLIMATE; DYNAMICS; US;
D O I
10.1029/2021WR031399
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Satellite imagery is commonly used to map surface water extents over time, but many approaches yield discontinuous records resulting from cloud obstruction or image archive gaps. We applied the Dynamic Surface Water Extent (DSWE) model to downscaled (250-m) daily Moderate Resolution Imaging Spectroradiometer (MODIS) data in Google Earth Engine to generate monthly surface water maps for the conterminous United States (US) from 2003 through 2019. The aggregation of daily observations to monthly maps of maximum water extent produced records with diminished cloud and cloud shadow effects across most of the country. We used the continuous monthly record to analyze spatiotemporal surface water trends stratified within Environmental Protection Agency Ecoregions. Although not all ecoregion trends were significant (p < 0.05), results indicate that much of the western and eastern US underwent a decline in surface water over the 17-year period, while many ecoregions in the Great Plains had positive trends. Trends were also generated from monthly streamgage discharge records and compared to surface water trends from the same ecoregion. These approaches agreed on the directionality of trend detected for 54 of 85 ecoregions, particularly across the Great Plains and portions of the western US, whereas trends were not congruent in select western deserts, the Great Lakes region, and the southeastern US. By describing the geographic distribution of surface water over time and comparing these records to instrumented discharge data across the conterminous US, our findings demonstrate the efficacy of using satellite imagery to monitor surface water dynamics and supplement traditional instrumented monitoring.
引用
收藏
页数:24
相关论文
共 50 条
  • [1] Surface Temperature trends in the Mediterranean Sea from MODIS data during years 2003-2019
    Garcia-Monteiro, S.
    Sobrino, J. A.
    Julien, Y.
    Soria, G.
    Skokovic, D.
    [J]. REGIONAL STUDIES IN MARINE SCIENCE, 2022, 49
  • [2] Counts, incidence rates, and trends of pediatric cancer in the United States, 2003-2019
    Siegel, David A.
    King, Jessica B.
    Lupo, Philip J.
    Durbin, Eric B.
    Tai, Eric
    Mills, Kathi
    Van Dyne, Elizabeth
    Buchanan Lunsford, Natasha
    Henley, S. Jane
    Wilson, Reda J.
    [J]. JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2023, 115 (11) : 1337 - 1354
  • [3] Surface Temperature of the Planet Earth from Satellite Data over the Period 2003-2019
    Antonio Sobrino, Jose
    Garcia-Monteiro, Susana
    Julien, Yves
    [J]. REMOTE SENSING, 2020, 12 (12)
  • [4] La Crosse Virus Disease in the United States, 2003-2019
    Vahey, Grace M.
    Lindsey, Nicole P.
    Staples, J. Erin
    Hills, Susan L.
    [J]. AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2021, 105 (03): : 807 - 812
  • [5] Use of Monoclonal Antibodies for Asthma in the United States, 2003-2019
    Akenroye, Ayobami
    Heyward, James
    Alexander, Caleb
    Keet, Corinne
    [J]. JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2020, 145 (02) : AB23 - AB23
  • [6] Use of monoclonal antibodies for asthma in the United States, 2003-2019
    Akenroye, Ayobami
    Heyward, Jamie
    Keet, Corinne
    Alexander, Caleb
    [J]. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2020, 29 : 29 - 30
  • [7] Evaluating evapotranspiration and water-use efficiency of terrestrial ecosystems in the conterminous United States using MODIS and AmeriFlux data
    Lu, Xiaoliang
    Zhuang, Qianlai
    [J]. REMOTE SENSING OF ENVIRONMENT, 2010, 114 (09) : 1924 - 1939
  • [8] Monitoring Drought over the Conterminous United States Using MODIS and NCEP Reanalysis-2 Data
    Yao, Yunjun
    Liang, Shunlin
    Qin, Qiming
    Wang, Kaicun
    [J]. JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2010, 49 (08) : 1665 - 1680
  • [9] A daily merged MODIS Aqua-Terra land surface temperature data set for the conterminous United States
    Crosson, William L.
    Al-Hamdan, Mohammad Z.
    Hemmings, Sarah N. J.
    Wade, Gina M.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2012, 119 : 315 - 324
  • [10] Quantification of Changes in Rice Production for 2003-2019 with MODIS LAI Data in Pursat Province, Cambodia
    Iwahashi, Yu
    Ye, Rongling
    Kobayashi, Satoru
    Yagura, Kenjiro
    Hor, Sanara
    Soben, Kim
    Homma, Koki
    [J]. REMOTE SENSING, 2021, 13 (10)