Mangrove Forest Cover Change in the Conterminous United States from 1980-2020

被引:2
|
作者
Giri, Chandra [1 ]
Long, Jordan [2 ]
Poudel, Prapti [1 ]
机构
[1] US EPA, Off Res & Dev, 109 TW Alexander Dr, Res Triangle Pk, NC 27709 USA
[2] Earth Resources Observat & Sci EROS Ctr, 252nd St, Sioux Falls, SD USA
关键词
mangrove forests; remote sensing; image processing; Landsat; change analysis; SEA-LEVEL RISE; CLIMATE-CHANGE; FLORIDA; REGION; WORLD;
D O I
10.3390/rs15205018
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Mangrove forests in developed and developing countries are experiencing substantial transformations driven by natural and anthropogenic factors. This study focuses on the conterminous United States, including Florida, Texas, and Louisiana, where coastal development, urbanization, hydrological pattern alterations, global warming, sea level rise, and natural disasters such as hurricanes contribute to mangrove forest changes. Using time-series Landsat data and image-processing techniques in a cloud computing platform, we analyzed the dynamics of mangrove forests every five years from 1980 to 2020. Each thematic product was independently derived using a region of interest (ROI) suitable for local conditions. The analysis was performed using consistent data sources and a unified classification methodology. Our results revealed that the total mangrove area in the conterminous United States (CONUS) in 2020 was 266,179 ha. with 98.0% of the mangrove area in Florida, 0.6% in Louisiana, and 1.4% in Texas. Approximately 85% of the CONUS mangrove area was found between 24.5 degrees and 26.0 degrees latitude. Overall, mangrove forests in the CONUS increased by 13.5% from 1980 to 2020. However, the quinquennial variation in aerial coverage fluctuated substantially. The validation of 2020 using a statistical sample of reference data confirmed the high accuracy of 95%. Our results can aid policymakers and conservationists in developing targeted strategies for preserving the ecological and socio-economic value of mangrove forests in the conterminous United States. Additionally, all the datasets generated from this study have been released to the public.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Daily surface temperatures for 185,549 lakes in the conterminous United States estimated using deep learning (1980-2020)
    Willard, Jared D.
    Read, Jordan S.
    Topp, Simon
    Hansen, Gretchen J. A.
    Kumar, Vipin
    LIMNOLOGY AND OCEANOGRAPHY LETTERS, 2022, 7 (04) : 287 - 301
  • [2] Land-cover change in the conterminous United States from 1973 to 2000
    Sleeter, Benjamin M.
    Sohl, Terry L.
    Loveland, Thomas R.
    Auch, Roger F.
    Acevedo, William
    Drummond, Mark A.
    Sayler, Kristi L.
    Stehman, Stephen V.
    GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 2013, 23 (04): : 733 - 748
  • [3] Land-Cover Change and Avian Diversity in the Conterminous United States
    Rittenhouse, Chadwick D.
    Pidgeon, Anna M.
    Albright, Thomas P.
    Culbert, Patrick D.
    Clayton, Murray K.
    Flather, Curtis H.
    Masek, Jeffrey G.
    Radeloff, Volker C.
    CONSERVATION BIOLOGY, 2012, 26 (05) : 821 - 829
  • [4] Reconstruction of Forest and Grassland Cover for the Conterminous United States from 1000 AD to 2000 AD
    Wang, Yafei
    Yang, Fan
    He, Fanneng
    REMOTE SENSING, 2023, 15 (13)
  • [5] Characterization of Change in Tree Cover State and Condition over the Conterminous United States
    Dwomoh, Francis K.
    Auch, Roger F.
    FORESTS, 2024, 15 (03):
  • [6] Largely underestimated carbon emission from land use and land cover change in the conterminous United States
    Yu, Zhen
    Lu, Chaoqun
    Tian, Hanqin
    Canadell, Josep G.
    GLOBAL CHANGE BIOLOGY, 2019, 25 (11) : 3741 - 3752
  • [7] Rapid Crop Cover Mapping for the Conterminous United States
    Devendra Dahal
    Bruce Wylie
    Danny Howard
    Scientific Reports, 8
  • [8] Rapid Crop Cover Mapping for the Conterminous United States
    Dahal, Devendra
    Wylie, Bruce
    Howard, Danny
    SCIENTIFIC REPORTS, 2018, 8
  • [9] Conterminous United States land cover change patterns 2001-2016 from the 2016 National Land Cover Database
    Homer, Collin
    Dewitz, Jon
    Jin, Suming
    Xian, George
    Costello, Catherine
    Danielson, Patrick
    Gass, Leila
    Funk, Michelle
    Wickham, James
    Stehman, Stephen
    Auch, Roger
    Riitters, Kurt
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 162 : 184 - 199
  • [10] From the telegraph to the app: The evolution and current status of remittance providers from the United States to Mexico, ca. 1980-2020
    Lazo, Bernardo Batiz
    Correa, Ignacio Gonzalez
    TRIMESTRE ECONOMICO, 2024, 91 (364): : 925 - 970