Land surface temperature and vegetation cover changes and their relationships in Taiwan from 2000 to 2020

被引:22
|
作者
Abdulmana, Sahidan [1 ]
Lim, Apiradee [1 ,2 ]
Wongsai, Sangdao [3 ,4 ]
Wongsai, Noppachai [4 ]
机构
[1] Prince Songkla Univ, Fac Sci & Technol, Dept Math & Comp Sci, Pattani 94000, Thailand
[2] Prince Songkla Univ, Air Pollut & Hlth Effect Res Ctr, Hat Yai 90110, Songkhla, Thailand
[3] Thammasat Univ, Fac Sci & Technol, Dept Math & Stat, Pathum Thani 12121, Thailand
[4] Thammasat Univ, Res Unit Data Learning, Pathum Thani 12121, Thailand
关键词
Subtropical island; Land surface warming; NDVI; Cubic spline function; Time series analysis; Multivariate regression model; IMPACT; IRRIGATION; WETLAND; BALANCE; NDVI;
D O I
10.1016/j.rsase.2021.100636
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study reported decadal trends and acceleration patterns of surface temperatures and vegetation conditions in Taiwan from 2000 to 2020. Time series data on Land Surface Temperature (LST), Normalized Difference Vegetation Index (NDVI), and Land Cover (LC) types were obtained from the Moderate Resolution Imaging Spectroradiometer (MODIS) sensor. Seasonal patterns, decadal trends, and acceleration rates for each LU type were evaluated using the natural cubic spline method and multivariate linear regression. Acceleration patterns were then analyzed using the correlations between derived trends and acceleration rates. Results are provided for the entire island, for sub-regions, and for the smallest area elements of 1 km(2). Taiwan has had a significant mean increase in decadal trends of NDVI (95%CI: 0.013-0.025 unit/dec), but not of LST (95%CI:-0.018-0.302 degrees C/dec). Negative correlation between LST and NDVI was stronger in green coverage areas than in built-up areas. On sub-regional level, a larger increase in surface temperature and tremendous vegetation loss were observed at high elevations in the southern regions of the Central Mountain Range. Meanwhile, the central-western lowlands faced moderately warming temperatures and slight greening. At the pixel level, urbanization and agricultural expansion have caused rising surface temperatures, while afforestation contributes cooling. The rise in temperature in accelerating in the different LC types throughout Taiwan. Despite that, the acceleration patterns of the vegetation index have remained stable in most parts of the island. Although the rates of vegetation growth have not yet declined, practitioners and policymakers need to consider a balanced view of green cities to keep pace with the accelerating temperature conditions.
引用
收藏
页数:13
相关论文
共 50 条
  • [41] Using geospatial technology to analyse land use/cover changes in Prishtina, Kosovo (2000–2020)
    Florim Isufi
    Albert Berila
    GeoJournal, 2022, 87 : 3639 - 3653
  • [42] Land cover changes reduce dust aerosol concentrations in Northern China (2000-2020)
    Liu, Xian
    Min, Ruiqi
    Zhang, Haopeng
    Wang, Qianfeng
    Song, Hongquan
    ENVIRONMENTAL RESEARCH, 2025, 268
  • [43] Effect of land use land cover changes on land surface temperature during 1984–2020: a case study of Baghdad city using landsat image
    Bassim Mohammed Hashim
    Ali Al Maliki
    Maitham A. Sultan
    Shamsuddin Shahid
    Zaher Mundher Yaseen
    Natural Hazards, 2022, 112 : 1223 - 1246
  • [44] Characterizing Spatiotemporal Variations in the Urban Thermal Environment Related to Land Cover Changes in Karachi, Pakistan, from 2000 to 2020
    Baqa, Muhammad Fahad
    Lu, Linlin
    Chen, Fang
    Nawaz-ul-Huda, Syed
    Pan, Luyang
    Tariq, Aqil
    Qureshi, Salman
    Li, Bin
    Li, Qingting
    REMOTE SENSING, 2022, 14 (09)
  • [45] Changes in aquatic vegetation and floodplain land cover in the Upper Mississippi and Illinois rivers (1989–2000–2010)
    Nathan R. De Jager
    Jason J. Rohweder
    Environmental Monitoring and Assessment, 2017, 189
  • [46] The impact of land use and land cover changes on land surface temperature in the Yangon Urban Area, Myanmar
    Yee, Khin Mar
    Ahn, Hoyong
    Shin, Dongyoon
    Choi, Chuluong
    KOREAN JOURNAL OF REMOTE SENSING, 2016, 32 (01) : 39 - 48
  • [47] Land surface temperature changes caused by land cover/ land use properties and their impact on rainfall characteristics
    Suharyanto, A.
    Maulana, A.
    Suprayogo, D.
    Devia, Y. P.
    Kurniawan, S.
    GLOBAL JOURNAL OF ENVIRONMENTAL SCIENCE AND MANAGEMENT-GJESM, 2023, 9 (03): : 353 - 372
  • [48] Impacts of urban land use and land cover changes on land surface temperature in Kuala Lumpur, Malaysia
    Asnawi, Nur Hakimah
    Choy, Lam Kuok
    Rose, Rosniza Aznie Che
    Widiawaty, Millary Agung
    Dede, Moh.
    Muhammad, Farah Nuralissa
    GEOGRAFIA-MALAYSIAN JOURNAL OF SOCIETY & SPACE, 2024, 20 (01): : 99 - 120
  • [49] Land Use Changes And Its Impact On Land Surface Temperature Of Yancheng City From 2000 To 2009 Analysis
    Wang, Xinghan
    SELECTED PAPERS FROM CONFERENCES OF THE PHOTOELECTRONIC TECHNOLOGY COMMITTEE OF THE CHINESE SOCIETY OF ASTRONAUTICS: OPTICAL IMAGING, REMOTE SENSING, AND LASER-MATTER INTERACTION 2013, 2014, 9142
  • [50] THE EFFECTS OF LAND COVER CHANGES ON LAND SURFACE TEMPERATURES
    Aslan, N.
    Koc-San, D.
    GEOSPATIAL WEEK 2023, VOL. 48-1, 2023, : 1311 - 1318