Impacts of the 2017 flash drought in the US Northern plains informed by satellite-based evapotranspiration and solar-induced fluorescence

被引:59
作者
He, Mingzhu [1 ]
Kimball, John S. [1 ,2 ]
Yi, Yonghong [3 ]
Running, Steve [1 ]
Guan, Kaiyu [4 ]
Jensco, Kelsey [5 ]
Maxwell, Bruce [6 ]
Maneta, Marco [7 ]
机构
[1] Univ Montana, WA Franke Coll Forestry & Conservat, Numer Terradynam Simulat Grp, Missoula, MT 59812 USA
[2] Univ Montana, WA Franke Coll Forestry & Conservat, Dept Ecosyst & Conservat Sci, Missoula, MT 59812 USA
[3] CALTECH, Jet Prop Lab, 4800 Oak Grove Dr, Pasadena, CA 91109 USA
[4] Univ Illinois, Dept Nat Resources & Environm Sci, Urbana, IL 61820 USA
[5] Univ Montana, Coll Forestry & Conservat, Dept Forest Management, Missoula, MT 59812 USA
[6] Montana State Univ, Dept Land Resources & Environm Sci, Bozeman, MT 59717 USA
[7] Univ Montana, Dept Geosci, Missoula, MT 59812 USA
关键词
drought; cropland; evapotranspiration; solar-induced fluorescence; crop production; INDUCED CHLOROPHYLL FLUORESCENCE; SOIL-MOISTURE; INSIGHTS; PHOTOSYNTHESIS; PRECIPITATION; AGRICULTURE; MODEL; MODIS; WATER; CYCLE;
D O I
10.1088/1748-9326/ab22c3
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Drought is increasing in frequency and severity, exacerbating food and water security risks in an era of continued global warming and human population growth. Here, we analyzed a severe summer drought affecting the US Northern Plains region in 2017. We examined the spatial pattern and seasonal progression of vegetation productivity and water use in the region using satellite-based estimates of field-scale (30 m) cropland evapotranspiration (ET), county level annual crop production statistics, and GOME-2 satellite observations of solar-induced chlorophyll fluorescence (SIF). The cropland ET record shows strong potential to track seasonal cropland water demands spatially, with strong correspondence to regional climate variables in the Northern Plains. The GOME-2 SIF record shows significant but limited correlations with finer scale climate variability due to the coarse sensor footprint, but captured an anomalous regional productivity decline coincident with drought related decreases in crop production and ET. The drought contributed to an overall 25% reduction in cropland ET, 6% decrease in crop production, and 11% reduction in SIF productivity over the region from April to September in 2017 relative to the longer (2008-2017) satellite record. More severely impacted agricultural areas indicated by the US Drought Monitor exceptional drought (D4) category represented 11% of the region and showed much larger anomalous ET (20%-81%) and productivity (11%-73%) declines. The regional pattern of drought impacts indicated more severe productivity and ET reductions in the north central and southern counties with extensive agriculture, and less impact in the western counties of the Northern Plains. This study provides a multiscale assessment of drought related impacts on regional productivity and ET over a crop intensive region, emphasizing the use of global satellite observations capable of informing regional to global scale water and food security assessments.
引用
收藏
页数:10
相关论文
共 58 条
[11]   Improving the monitoring of crop productivity using spaceborne solar-induced fluorescence [J].
Guan, Kaiyu ;
Berry, Joseph A. ;
Zhang, Yongguang ;
Joiner, Joanna ;
Guanter, Luis ;
Badgley, Grayson ;
Lobell, David B. .
GLOBAL CHANGE BIOLOGY, 2016, 22 (02) :716-726
[12]   Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence [J].
Guanter, Luis ;
Zhang, Yongguang ;
Jung, Martin ;
Joiner, Joanna ;
Voigt, Maximilian ;
Berry, Joseph A. ;
Frankenberg, Christian ;
Huete, Alfredo R. ;
Zarco-Tejada, Pablo ;
Lee, Jung-Eun ;
Moran, M. Susan ;
Ponce-Campos, Guillermo ;
Beer, Christian ;
Camps-Valls, Gustavo ;
Buchmann, Nina ;
Gianelle, Damiano ;
Klumpp, Katja ;
Cescatti, Alessandro ;
Baker, John M. ;
Griffis, Timothy J. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (14) :E1327-E1333
[13]   Changes in concurrent monthly precipitation and temperature extremes [J].
Hao, Zengchao ;
AghaKouchak, Amir ;
Phillips, Thomas J. .
ENVIRONMENTAL RESEARCH LETTERS, 2013, 8 (03)
[14]   Satellite data-driven modeling of field scale evapotranspiration in croplands using the MOD16 algorithm framework [J].
He, Mingzhu ;
Kimball, John S. ;
Yi, Yonghong ;
Running, Steven W. ;
Guan, Kaiyu ;
Moreno, Alvaro ;
Wu, Xiaocui ;
Maneta, Marco .
REMOTE SENSING OF ENVIRONMENT, 2019, 230
[15]   CAUSES AND PREDICTABILITY OF THE 2012 GREAT PLAINS DROUGHT [J].
Hoerling, M. ;
Eischeid, J. ;
Kumar, A. ;
Leung, R. ;
Mariotti, A. ;
Mo, K. ;
Schubert, S. ;
Seager, R. .
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 2014, 95 (02) :269-282
[16]   Decreasing fire season precipitation increased recent western US forest wildfire activity [J].
Holden, Zachary A. ;
Swanson, Alan ;
Luce, Charles H. ;
Jolly, W. Matt ;
Maneta, Marco ;
Oyler, Jared W. ;
Warren, Dyer A. ;
Parsons, Russell ;
Affleck, David .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (36) :E8349-E8357
[17]   An Evaluation of the Distribution of Remote Automated Weather Stations (RAWS) [J].
Horel, John D. ;
Dong, Xia .
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2010, 49 (07) :1563-1578
[18]  
Howitt R., 2015, EC ANAL 2015 DROUGHT
[19]   The seasonal cycle of satellite chlorophyll fluorescence observations and its relationship to vegetation phenology and ecosystem atmosphere carbon exchange [J].
Joiner, J. ;
Yoshida, Y. ;
Vasilkov, Ap. ;
Schaefer, K. ;
Jung, M. ;
Guanter, L. ;
Zhang, Y. ;
Garrity, S. ;
Middleton, E. M. ;
Huemmrich, K. F. ;
Gu, L. ;
Marchesini, L. Belelli .
REMOTE SENSING OF ENVIRONMENT, 2014, 152 :375-391
[20]   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