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 41 条
[1]   Temporal interpolation of global surface skin temperature diurnal cycle over land under clear and cloudy conditions [J].
Aires, F ;
Prigent, C ;
Rossow, WB .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2004, 109 (D4)
[2]   U.S. Climate Reference Network Soil Moisture and Temperature Observations [J].
Bell, Jesse E. ;
Palecki, Michael A. ;
Baker, C. Bruce ;
Collins, William G. ;
Lawrimore, Jay H. ;
Leeper, Ronald D. ;
Hall, Mark E. ;
Kochendorfer, John ;
Meyers, Tilden P. ;
Wilson, Tim ;
Diamond, Howard J. .
JOURNAL OF HYDROMETEOROLOGY, 2013, 14 (03) :977-988
[3]   Diurnal temperature range as an index of global climate change during the twentieth century [J].
Braganza, K ;
Karoly, DJ ;
Arblaster, JM .
GEOPHYSICAL RESEARCH LETTERS, 2004, 31 (13) :L132171-4
[4]   U.S. CLIMATE REFERENCE NETWORK AFTER ONE DECADE OF OPERATIONS STATUS AND ASSESSMENT [J].
Diamond, Howard J. ;
Karl, Thomas R. ;
Palecki, Michael A. ;
Baker, C. Bruce ;
Bell, Jesse E. ;
Leeper, Ronald D. ;
Easterling, David R. ;
Lawrimore, Jay H. ;
Meyers, Tilden P. ;
Helfert, Michael R. ;
Goodge, Grant ;
Thorne, Peter W. .
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 2013, 94 (04) :485-498
[5]   Estimation of daily minimum land surface air temperature using MODIS data in southern Iran [J].
Didari, Shohreh ;
Norouzi, Hamidreza ;
Zand-Parsa, Shahrokh ;
Khanbilvardi, Reza .
THEORETICAL AND APPLIED CLIMATOLOGY, 2017, 130 (3-4) :1149-1161
[6]   Radiance-based validation of land surface temperature products derived from Collection 6 MODIS thermal infrared data [J].
Duan, Si-Bo ;
Li, Zhao-Liang ;
Wu, Hua ;
Leng, Pei ;
Gao, Maofang ;
Wang, Chenguang .
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2018, 70 :84-92
[7]   A framework for the retrieval of all-weather land surface temperature at a high spatial resolution from polar-orbiting thermal infrared and passive microwave data [J].
Duan, Si-Bo ;
Li, Zhao-Liang ;
Leng, Pei .
REMOTE SENSING OF ENVIRONMENT, 2017, 195 :107-117
[8]   Estimation of Diurnal Cycle of Land Surface Temperature at High Temporal and Spatial Resolution from Clear-Sky MODIS Data [J].
Duan, Si-Bo ;
Li, Zhao-Liang ;
Tang, Bo-Hui ;
Wu, Hua ;
Tang, Ronglin ;
Bi, Yuyun ;
Zhou, Guoqing .
REMOTE SENSING, 2014, 6 (04) :3247-3262
[9]   Generation of a time-consistent land surface temperature product from MODIS data [J].
Duan, Si-Bo ;
Li, Zhao-Liang ;
Tang, Bo-Hui ;
Wu, Hua ;
Tang, Ronglin .
REMOTE SENSING OF ENVIRONMENT, 2014, 140 :339-349
[10]   The mark of vegetation change on Earth's surface energy balance [J].
Duveiller, Gregory ;
Hooker, Josh ;
Cescatti, Alessandro .
NATURE COMMUNICATIONS, 2018, 9