A Global Analysis of Land Surface Temperature Diurnal Cycle Using MODIS Observations

被引:41
|
作者
Sharifnezhadazizi, Zahra [1 ]
Norouzi, Hamid [2 ,3 ]
Prakash, Satya [4 ]
Beale, Christopher [2 ]
Khanbilvardi, Reza [1 ]
机构
[1] CUNY City Coll, New York, NY 10031 USA
[2] CUNY, New York City Coll Technol, Brooklyn, NY 11210 USA
[3] CUNY, Grad Ctr, Earth & Environm Sci, New York, NY 10016 USA
[4] Indian Inst Sci, Divecha Ctr Climate Change, Bengaluru, India
基金
美国海洋和大气管理局;
关键词
Land surface; Surface temperature; Remote sensing; Interpolation schemes; Diurnal effects; Trends; CLIMATE REFERENCE NETWORK; MICROWAVE; EMISSIVITY; RESOLUTION; INTERPOLATION; VARIABILITY; VALIDATION; VEGETATION; CLEAR;
D O I
10.1175/JAMC-D-18-0256.1
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Diurnal variations of land surface temperature (LST) play a vital role in a wide range of applications such as climate change assessment, land-atmosphere interactions, and heat-related health issues in urban regions. This study uses 15 years (2003-17) of daily observations of LST Collection 6 from the Moderate Resolution Imaging Spectroradiometer (MODIS) instruments on board the Aqua and the Terra satellites. A spline interpolation method is used to estimate half-hourly global LST from the MODIS measurements. A preliminary assessment of interpolated LST with hourly ground-based observations over selected stations of North America shows bias and an error of less than 1 K. Results suggest that the present interpolation method is capable of capturing the diurnal variations of LST reasonably well for different land-cover types. The diurnal cycle of LST and time of occurrence of maximum temperature are computed from the spatially and temporally consistent interpolated diurnal LST data at a global scale. Regions with higher variability in the timing of maximum LST hours and diurnal amplitude are identified in this study. The global desert regions show generally small variability of the monthly mean diurnal LST range, whereas larger areas of the global land exhibit rather higher variability in the diurnal LST range during the study period. Moreover, the changes in diurnal temperature range for the study period are examined for distinct land-cover types. Analysis of the 15-yr time series of the diurnal LST record shows an overall decrease of 0.5 K in amplitude over the Northern Hemisphere. However, the diurnal LST range shows variant changes in the Southern Hemisphere.
引用
收藏
页码:1279 / 1291
页数:13
相关论文
共 50 条
  • [21] Diurnal Differences in Global ERS Scatterometer Backscatter Observations of the Land Surface
    Friesen, Jan
    Steele-Dunne, Susan C.
    van de Giesen, Nick
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2012, 50 (07): : 2595 - 2602
  • [22] COMPARISON OF MODIS LAND SURFACE TEMPERATURE AND AIR TEMPERATURE OVER GLOBAL IN 2015
    Zhang, Ping
    Wolfe, Robert
    Bounoua, Lahouari
    IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 4403 - 4406
  • [23] Analysis of the NPOESS VIIRS land surface temperature algorithm using MODIS data
    Yu, YY
    Privette, JL
    Pinheiro, AC
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2005, 43 (10): : 2340 - 2350
  • [24] An operational analysis system for the global diurnal cycle of sea surface temperature: implementation and validation
    While, J.
    Mao, C.
    Martin, M. J.
    Roberts-Jones, J.
    Sykes, P. A.
    Good, S. A.
    McLaren, A. J.
    QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2017, 143 (705) : 1787 - 1803
  • [25] Estimation of Diurnal Cycle of Land Surface Temperature at High Temporal and Spatial Resolution from Clear-Sky MODIS Data
    Duan, Si-Bo
    Li, Zhao-Liang
    Tang, Bo-Hui
    Wu, Hua
    Tang, Ronglin
    Bi, Yuyun
    Zhou, Guoqing
    REMOTE SENSING, 2014, 6 (04): : 3247 - 3262
  • [26] Diurnal cycle of land surface skin temperature from satellite and model
    Jin, ML
    Dickinson, RE
    NINTH SYMPOSIUM ON GLOBAL CHANGE STUDIES, 1998, : 316 - 320
  • [27] Temporal interpolation of global surface skin temperature diurnal cycle over land under clear and cloudy conditions
    Aires, F
    Prigent, C
    Rossow, WB
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2004, 109 (D4)
  • [28] Comparison of Bayesian land surface temperature algorithm performance with Terra MODIS observations
    Morgan, John A.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2011, 32 (23) : 8139 - 8159
  • [29] Evaluation of 10 year AQUA/MODIS land surface temperature with SURFRAD observations
    Li, Sanmei
    Yu, Yunyue
    Sun, Donglian
    Tarpley, Dan
    Zhan, Xiwu
    Chiu, Long
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2014, 35 (03) : 830 - 856
  • [30] Frequency Distribution Analysis of Land Surface Temperature (LST) over Iran Using Remote Sensing Observations from Aqua MODIS
    Masoodian, Seyed Abolfazl
    Montazeri, Majid
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2023, 51 (06) : 1297 - 1307