TY - JOUR
T1 - Redefining droughts for the U.S. Corn Belt
T2 - The dominant role of atmospheric vapor pressure deficit over soil moisture in regulating stomatal behavior of Maize and Soybean
AU - Kimm, Hyungsuk
AU - Guan, Kaiyu
AU - Gentine, Pierre
AU - Wu, Jin
AU - Bernacchi, Carl J.
AU - Sulman, Benjamin N.
AU - Griffis, Timothy J.
AU - Lin, Changjie
N1 - Funding Information:
Guan and Kimm acknowledge financial support from NASA New Investigator Award and NASA Carbon Monitoring System Award ( NNX16AI56G , 80NSSC18K0170 ) managed through the NASA Terrestrial Ecology Program, and the Illinois Water Resources Center (IWRC) affiliated to the US Geological Survey (USGS). Guan also acknowledges the supports from USDA National Institute of Food and Agriculture (NIFA) grant ( 2017-67013-26253 ). Gentine acknowledges funding from DOE Early Career grant. Any opinions, findings, and conclusions or recommendations expressed in this publication are those of the author(s) and do not necessarily reflect the views of the U.S. Department of Agriculture. Mention of trade names or commercial products in this publication is solely for the purpose of providing specific information and does not imply recommendation or endorsement by the U.S. Department of Agriculture. USDA is an equal opportunity provider and employer.
Funding Information:
Guan and Kimm acknowledge financial support from NASA New Investigator Award and NASA Carbon Monitoring System Award (NNX16AI56G, 80NSSC18K0170) managed through the NASA Terrestrial Ecology Program, and the Illinois Water Resources Center (IWRC) affiliated to the US Geological Survey (USGS). Guan also acknowledges the supports from USDA National Institute of Food and Agriculture (NIFA) grant (2017-67013-26253). Gentine acknowledges funding from DOE Early Career grant. Any opinions, findings, and conclusions or recommendations expressed in this publication are those of the author(s) and do not necessarily reflect the views of the U.S. Department of Agriculture. Mention of trade names or commercial products in this publication is solely for the purpose of providing specific information and does not imply recommendation or endorsement by the U.S. Department of Agriculture. USDA is an equal opportunity provider and employer.
Publisher Copyright:
© 2020 Elsevier B.V.
PY - 2020/6/15
Y1 - 2020/6/15
N2 - The U.S. Corn Belt, the world's biggest production region for corn and soybean combined, is prone to droughts. Currently 92% of the U.S. Corn Belt croplands are rainfed, and thus are sensitive to interannual climate variability and future climate change. Most prior studies identify the lack of soil moisture as the primary cause of agricultural drought impacts, although water-related stresses are also induced by high atmospheric water demands (i.e., vapor pressure deficit, VPD). Here we empirically attributed the variability of canopy-level stomatal conductance (Gs) and gross primary productivity (GPP) to VPD and soil water supply (i.e. volumetric soil water content, SWC), using eddy-covariance data from seven AmeriFlux eddy covariance sites in maize and soybean fields across the U.S. Corn Belt, which are well represented for the current rainfed part of the Corn Belt croplands. We used three independent approaches, including two statistical models (i.e. a multiple-linear regression model and a semi-empirical, non-linear model) and information theory, to quantify the relationship of Gs (or GPP) with VPD and SWC. The attribution result from the two models shows that VPD explains most of Gs variability (91% and 89%, respectively), and mutual information also attributed 91% of GPP variability to VPD. This finding was robust over the gradients of rainfall and temperature, crop types (maize vs. soybean), and management practices (whether irrigated or not). We reconciled our finding with the previously emphasized importance of precipitation and SWC, by conducting a path analysis, which revealed the causal relationships between precipitation, air temperature (Ta), relative humidity (RH), VPD, SWC, and Gs. We find that precipitation impacts on Gs through reduced RH and Ta to VPD (rather than directly through SWC). With increased VPD robustly projected under climate change, we expect increased crop water stress in the future for the U.S. Corn Belt.
AB - The U.S. Corn Belt, the world's biggest production region for corn and soybean combined, is prone to droughts. Currently 92% of the U.S. Corn Belt croplands are rainfed, and thus are sensitive to interannual climate variability and future climate change. Most prior studies identify the lack of soil moisture as the primary cause of agricultural drought impacts, although water-related stresses are also induced by high atmospheric water demands (i.e., vapor pressure deficit, VPD). Here we empirically attributed the variability of canopy-level stomatal conductance (Gs) and gross primary productivity (GPP) to VPD and soil water supply (i.e. volumetric soil water content, SWC), using eddy-covariance data from seven AmeriFlux eddy covariance sites in maize and soybean fields across the U.S. Corn Belt, which are well represented for the current rainfed part of the Corn Belt croplands. We used three independent approaches, including two statistical models (i.e. a multiple-linear regression model and a semi-empirical, non-linear model) and information theory, to quantify the relationship of Gs (or GPP) with VPD and SWC. The attribution result from the two models shows that VPD explains most of Gs variability (91% and 89%, respectively), and mutual information also attributed 91% of GPP variability to VPD. This finding was robust over the gradients of rainfall and temperature, crop types (maize vs. soybean), and management practices (whether irrigated or not). We reconciled our finding with the previously emphasized importance of precipitation and SWC, by conducting a path analysis, which revealed the causal relationships between precipitation, air temperature (Ta), relative humidity (RH), VPD, SWC, and Gs. We find that precipitation impacts on Gs through reduced RH and Ta to VPD (rather than directly through SWC). With increased VPD robustly projected under climate change, we expect increased crop water stress in the future for the U.S. Corn Belt.
KW - Agricultural drought
KW - Agroecosystem
KW - Ecosystem stomatal conductance
KW - Soil water content
KW - Vapor pressure deficit
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UR - http://www.scopus.com/inward/citedby.url?scp=85079836133&partnerID=8YFLogxK
U2 - 10.1016/j.agrformet.2020.107930
DO - 10.1016/j.agrformet.2020.107930
M3 - Article
AN - SCOPUS:85079836133
SN - 0168-1923
VL - 287
JO - Agricultural and Forest Meteorology
JF - Agricultural and Forest Meteorology
M1 - 107930
ER -