Controls on Land Surface Temperature in Deserts of Southern California Derived from MODIS Satellite Time Series Analysis, 2000 to 2018

被引:5
|
作者
Potter, Christopher [1 ]
Coppernoll-Houston, Dana [1 ,2 ]
机构
[1] NASA, Ames Res Ctr, Moffett Field, CA 94035 USA
[2] Thomas Jefferson High Sch, Federal Way, Auburn, WA 98001 USA
来源
CLIMATE | 2019年 / 7卷 / 02期
关键词
surface temperature; MODIS; thermal infra-red; Mojave Desert; Lower Colorado Desert; precipitation; MOJAVE DESERT; PRODUCTS; SEVERITY;
D O I
10.3390/cli7020032
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
The land surface temperature (LST) in arid regions is a primary controller of many ecological processes. Consequently, we have developed a framework for detection of LST change on a regional scale using data sets covering all deserts of southern California from the Moderate-Resolution Imaging Spectroradiometer (MODIS) satellite sensor. The Breaks for Additive Season and Trend (BFAST) methodology was applied to MODIS 1-km monthly LST data from the years 2000 to 2018 to estimate significant time series shifts (breakpoints) and gradual trends. Area-wide results showed five times more positive LST breakpoints (abrupt temperature warming events) than negative (surface cooling) breakpoints. Cross-correlations with high rainfall periods around Mojave dry lake playas, and comparison with timing of wildfire burns for breakpoint patterns, showed that abrupt shifts in LST had the strongest response to these controllers. We detected negative LST (abrupt cooling) breakpoints as consistently associated with the construction of new solar energy facilities. Over the majority of the study area, BFAST results showed warming LST trends between the years 2000 and 2018. The western-most margins of the study area showed consistent widespread warming trends, whereas the eastern portions of the Mojave and Lower Colorado Deserts showed a mix of positive and neutral LST trends. Long-term cooling LST trends were detected only in some of the largest dry lake formations in the Antelope Valley, Death Valley, and Bristol, Cadiz, and Danby playas.
引用
收藏
页数:16
相关论文
共 49 条
  • [1] Detection of Vegetation Cover Change in Renewable Energy Development Zones of Southern California Using MODIS NDVI Time Series Analysis, 2000 to 2018
    Nghiem, Justin
    Potter, Christopher
    Baiman, Rebecca
    ENVIRONMENTS, 2019, 6 (04):
  • [2] Land surface temperature response to urban growth using modis time series analisys
    Paolini, Leonardo
    REVISTA DE TELEDETECCION, 2012, (38): : 28 - 35
  • [3] Spatiotemporal Patterns of Land Surface Temperature Change in the Tibetan Plateau Based on MODIS/Terra Daily Product From 2000 to 2018
    Yang, Mengjiao
    Zhao, Wei
    Zhan, Qiqi
    Xiong, Donghong
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 14 : 6501 - 6514
  • [4] A New Fully Gap-Free Time Series of Land Surface Temperature from MODIS LST Data
    Metz, Markus
    Andreo, Veronica
    Neteler, Markus
    REMOTE SENSING, 2017, 9 (12)
  • [5] The Impact of Drought on Native Southern California Vegetation: Remote Sensing Analysis Using MODIS-Derived Time Series
    Okin, Gregory S.
    Dong, Chunyu
    Willis, Katherine S.
    Gillespie, Thomas W.
    MacDonald, Glen M.
    JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2018, 123 (06) : 1927 - 1939
  • [6] Using time series of MODIS land surface phenology to model temperature and photoperiod controls on spring greenup in North American deciduous forests
    Moon, Minkyu
    Seyednasrollah, Bijan
    Richardson, Andrew D.
    Friedl, Mark A.
    REMOTE SENSING OF ENVIRONMENT, 2021, 260
  • [7] Analysis of land surface temperature with land use and land cover and elevation from NASA MODIS satellite data: a case study of Bali, Indonesia
    Suhaimee Buya
    Potjamas Chuangchang
    Benjamin Atta Owusu
    Environmental Monitoring and Assessment, 2022, 194
  • [8] Analysis of land surface temperature with land use and land cover and elevation from NASA MODIS satellite data: a case study of Bali, Indonesia
    Buya, Suhaimee
    Chuangchang, Potjamas
    Owusu, Benjamin Atta
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2022, 194 (08)
  • [9] GEOSTATISTICAL ANALYSIS OF SURFACE TEMPERATURE AND IN-SITU SOIL MOISTURE USING LST TIME-SERIES FROM MODIS
    Sohrabinia, M.
    Rack, W.
    Zawar-Reza, P.
    XXII ISPRS CONGRESS, TECHNICAL COMMISSION VII, 2012, 39 (B7): : 17 - 21
  • [10] Comparison of land surface emissivity and radiometric temperature derived from MODIS and ASTER sensors
    Jacob, F
    Petitcolin, F
    Schmugge, T
    Vermote, É
    French, A
    Ogawa, K
    REMOTE SENSING OF ENVIRONMENT, 2004, 90 (02) : 137 - 152