Divergent Sensitivities of Spaceborne Solar-Induced Chlorophyll Fluorescence to Drought among Different Seasons and Regions

被引:15
作者
Sun, Xiaofang [1 ,2 ]
Wang, Meng [1 ]
Li, Guicai [3 ]
Wang, Junbang [2 ]
Fan, Zemeng [2 ]
机构
[1] Qufu Normal Univ, Sch Geog & Tourism, Rizhao 276800, Peoples R China
[2] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
[3] China Meteorol Adm, Natl Satellite Meteorol Ctr, Beijing 100081, Peoples R China
基金
中国国家自然科学基金;
关键词
solar-induced fluorescence; drought; temperate and alpine grassland; SOIL-MOISTURE; VEGETATION; CHINA; PRODUCTIVITY; IMPACTS; INSIGHTS; CLIMATE; GROWTH;
D O I
10.3390/ijgi9090542
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As a newly emerging satellite form of data, solar-induced chlorophyll fluorescence (SIF) provides a direct measurement of photosynthetic activity. The potential of SIF for drought assessment in different grassland ecosystems is not yet clear. In this study, the correlations between spaceborne SIF and nine drought indices were evaluated. Standardized precipitation evapotranspiration index (SPEI) at a 1, 3, 6, 9, 12 month scale, Palmer drought severity index (PDSI), soil moisture, temperature condition index (TCI), and vapor pressure deficit (VPD) were evaluated. The relationships between different grassland types and different seasons were compared, and the driving forces affecting the sensitivity of SIF to drought were explored. We found that the correlations between SIF and drought indices were different for temperate grasslands and alpine grasslands. The correlation coefficients between SIF and soil moisture were the highest (the mean value was 0.72 for temperate grasslands and 0.69 for alpine grasslands), followed by SPEI and PDSI at a three month scale, and the correlation coefficient between SIF and TCI was the lowest (the mean value was 0.38 for both temperate and alpine grasslands). Spaceborne SIF is more effective for drought monitoring during the peak period of the growing season (July and August). Temperature and radiation are important factors affecting the sensitivity of SIF to drought. The results from this study demonstrated the importance of SIF in drought monitoring especially for temperate grasslands in the peak growing season.
引用
收藏
页数:17
相关论文
共 63 条
[21]   Evapotranspiration, crop coefficients, and physiological responses of citrus trees in semi-arid climatic conditions [J].
Jamshidi, Sajad ;
Zand-Parsa, Shahrokh ;
Kamgar-Haghighi, Ali Akbar ;
Shahsavar, Ali Reza ;
Niyogi, Dev .
AGRICULTURAL WATER MANAGEMENT, 2020, 227
[22]   Application of A Simple Landsat-MODIS Fusion Model to Estimate Evapotranspiration over A Heterogeneous Sparse Vegetation Region [J].
Jamshidi, Sajad ;
Zand-Parsa, Shahrokh ;
Jahromi, Mojtaba Naghdyzadegan ;
Niyogi, Dev .
REMOTE SENSING, 2019, 11 (07)
[23]   Evaluation of Evapotranspiration over a Semiarid Region Using Multiresolution Data Sources [J].
Jamshidi, Sajad ;
Zand-parsa, Shahrokh ;
Pakparvar, Mojtaba ;
Niyogi, Dev .
JOURNAL OF HYDROMETEOROLOGY, 2019, 20 (05) :947-964
[24]   Use of a three-dimensional detailed modeling approach for predicting root water uptake [J].
Javaux, Mathieu ;
Schroeder, Tom ;
Vanderborght, Jan ;
Vereecken, Harry .
VADOSE ZONE JOURNAL, 2008, 7 (03) :1079-1088
[25]   Application of satellite solar-induced chlorophyll fluorescence to understanding large-scale variations in vegetation phenology and function over northern high latitude forests [J].
Jeong, Su-Jong ;
Schimel, David ;
Frankenberg, Christian ;
Drewry, Darren T. ;
Fisher, Joshua B. ;
Verma, Manish ;
Berry, Joseph A. ;
Lee, Jung-Eun ;
Joiner, Joanna .
REMOTE SENSING OF ENVIRONMENT, 2017, 190 :178-187
[26]   The Sensitivity of Satellite Solar-Induced Chlorophyll Fluorescence to Meteorological Drought [J].
Jiao, Wenzhe ;
Chang, Qing ;
Wang, Lixin .
EARTHS FUTURE, 2019, 7 (05) :558-573
[27]   New methods for the retrieval of chlorophyll red fluorescence from hyperspectral satellite instruments: simulations and application to GOME-2 and SCIAMACHY [J].
Joiner, Joanna ;
Yoshida, Yasuko ;
Guanter, Luis ;
Middleton, Elizabeth M. .
ATMOSPHERIC MEASUREMENT TECHNIQUES, 2016, 9 (08) :3939-3967
[28]   Assessing the potential of sun-induced fluorescence and the canopy scattering coefficient to track large-scale vegetation dynamics in Amazon forests [J].
Koehler, Philipp ;
Guanter, Luis ;
Kobayashi, Hideki ;
Walther, Sophia ;
Yang, Wei .
REMOTE SENSING OF ENVIRONMENT, 2018, 204 :769-785
[29]   Global Retrievals of Solar-Induced Chlorophyll Fluorescence With TROPOMI: First Results and Intersensor Comparison to OCO-2 [J].
Kohler, Philipp ;
Frankenberg, Christian ;
Magney, Troy S. ;
Guanter, Luis ;
Joiner, Joanna ;
Landgraf, Jochen .
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (19) :10456-10463
[30]   Monitoring hydrological drought using long-term satellite-based precipitation data [J].
Lai, Chengguang ;
Zhong, Ruida ;
Wang, Zhaoli ;
Wu, Xiaoqing ;
Chen, Xiaohong ;
Wang, Peng ;
Lian, Yanqing .
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 649 :1198-1208