Estimation and analysis of gross primary production of soybean under various management practices and drought conditions

Pradeep Wagle1, Xiangming Xiao1,2, Andrew E. Suyker3
1Department of Microbiology and Plant Biology, Center for Spatial Analysis, University of Oklahoma, Norman, OK, 73019, USA
2Institute of Biodiversity Science, Fudan University, Shanghai, China
3School of Natural Resource, University of Nebraska–Lincoln, Lincoln, NE 68583, USA

Tài liệu tham khảo

Angers, 1997, Impact of tillage practices on organic carbon and nitrogen storage in cool, humid soils of eastern Canada, Soil Till. Res., 41, 191, 10.1016/S0167-1987(96)01100-2 Baker, 2005, Examining strategies to improve the carbon balance of corn/soybean agriculture using eddy covariance and mass balance techniques, Agric. Forest Meteorol., 128, 163, 10.1016/j.agrformet.2004.11.005 Baldocchi, 2001, FLUXNET: a new tool to study the temporal and spatial variability of ecosystem-scale carbon dioxide, water vapor, and energy flux densities, Bull. Am. Meteorol. Soc., 82, 2415, 10.1175/1520-0477(2001)082<2415:FANTTS>2.3.CO;2 Brown, 1960, Soybean ecology. I. Development–temperature relationships from controlled environment studies, Agron. J., 52, 493, 10.2134/agronj1960.00021962005200090001x Bunce, 1984, Identifying soybean lines differing in gas exchange sensitivity to humidity, Ann. Appl. Biol., 105, 313, 10.1111/j.1744-7348.1984.tb03055.x Churkina, 2005, Spatial analysis of growing season length control over net ecosystem exchange, Global Change Biol., 11, 1777, 10.1111/j.1365-2486.2005.001012.x Falge, 2002, Seasonality of ecosystem respiration and gross primary production as derived from FLUXNET measurements, Agric. Forest Meteorol., 113, 53, 10.1016/S0168-1923(02)00102-8 Fensholt, 2003, Derivation of a shortwave infrared water stress index from MODIS near-and shortwave infrared data in a semiarid environment, Remote Sens. Environ., 87, 111, 10.1016/j.rse.2003.07.002 Gilmanov, 2014, Productivity and carbon dioxide exchange of leguminous crops: estimates from flux tower measurements, Agron. J., 10.2134/agronj2013.0270 Goulden, 1997, Physiological responses of a black spruce forest to weather, J. Geophys. Res. D: Atmos., 102, 28987, 10.1029/97JD01111 Gower, 1999, Direct and indirect estimation of leaf area index, fAPAR, and net primary production of terrestrial ecosystems, Remote Sens. Environ., 70, 29, 10.1016/S0034-4257(99)00056-5 Griffis, 2007, Determining carbon isotope signatures from micrometeorological measurements: implications for studying biosphere–atmosphere exchange processes, Boundary-Layer Meteorol., 123, 295, 10.1007/s10546-006-9143-8 Hollinger, 2005, Carbon budget of mature no-till ecosystem in North Central Region of the United States, Agric. Forest Meteorol., 130, 59, 10.1016/j.agrformet.2005.01.005 Huete, 2002, Overview of the radiometric and biophysical performance of the MODIS vegetation indices, Remote Sens. Environ., 83, 195, 10.1016/S0034-4257(02)00096-2 Jackson, 2004, Vegetation water content mapping using Landsat data derived normalized difference water index for corn and soybeans, Rem. Sens. Environ., 92, 475, 10.1016/j.rse.2003.10.021 Kalfas, 2011, Modeling gross primary production of irrigated and rain-fed maize using MODIS imagery and CO2 flux tower data, Agric. Forest Meteorol., 151, 1514, 10.1016/j.agrformet.2011.06.007 Kimes, 1981, Temporal relationships between spectral response and agronomic variables of a corn canopy, Remote Sens. Environ., 11, 401, 10.1016/0034-4257(81)90037-7 Lasslop, 2010, Separation of net ecosystem exchange into assimilation and respiration using a light response curve approach: critical issues and global evaluation, Global Change Biol., 16, 187, 10.1111/j.1365-2486.2009.02041.x Li, 2007, Modeling gross primary production of alpine ecosystems in the Tibetan Plateau using MODIS images and climate data, Remote Sens. Environ., 107, 510, 10.1016/j.rse.2006.10.003 Mahadevan, 2008, A satellite-based biosphere parameterization for net ecosystem CO2 exchange: vegetation photosynthesis and respiration model (VPRM), Global Biogeochem. Cycles, 22, GB2005, 10.1029/2006GB002735 Maki, 2004, Estimation of leaf water status to monitor the risk of forest fires by using remotely sensed data, Remote Sens. Environ., 90, 441, 10.1016/j.rse.2004.02.002 Meyers, 2004, An assessment of storage terms in the surface energy balance of maize and soybean, Agric. Forest Meteorol., 125, 105, 10.1016/j.agrformet.2004.03.001 Myneni, 2002, Global products of vegetation leaf area and fraction absorbed PAR from year one of MODIS data, Remote Sens. Environ., 83, 214, 10.1016/S0034-4257(02)00074-3 Potter, 1993, Terrestrial ecosystem production: a process model based on global satellite and surface data, Global Biogeochem. Cycles, 7, 811, 10.1029/93GB02725 Raich, 1991, Potential net primary productivity in South America: application of a global model, Ecol. Appl., 1, 399, 10.2307/1941899 Reichstein, 2005, On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm, Global Change Biol., 11, 1424, 10.1111/j.1365-2486.2005.001002.x Ruimy, 1994, Methodology for the estimation of terrestrial net primary production from remotely sensed data, J. Geophys. Res. D: Atmos., 99, 5263, 10.1029/93JD03221 Running, 1999, A global terrestrial monitoring network integrating tower fluxes, flask sampling, ecosystem modeling and EOS satellite data, Remote Sens. Environ., 70, 108, 10.1016/S0034-4257(99)00061-9 Running, S.W., Nemani, R., Glassy, J.M., Thornton, P.E., 1999b. MODIS Daily Photosynthesis (PSN) and Annual Net Primary Production (NPP) Product (MOD17) Algorithm Theoretical Basis Document. University of Montana, SCF At-Launch Algorithm ATBD Documents www.ntsg.umt.edu/modis/ATBD/ATBD_MOD17_v21.pdf. Running, 2004, A continuous satellite-derived measure of global terrestrial primary production, Bioscience, 54, 547, 10.1641/0006-3568(2004)054[0547:ACSMOG]2.0.CO;2 Scott Green, 2003, Foliar morphology and canopy nitrogen as predictors of light-use efficiency in terrestrial vegetation, Agric. Forest Meteorol., 115, 163, 10.1016/S0168-1923(02)00210-1 Stockli, 2008, Use of FLUXNET in the community land model development, J. Geophys. Res. G: Biogeosci., 113, G01025 Suyker, 2005, Gross primary production and ecosystem respiration of irrigated maize and irrigated soybean during a growing season, Agric. Forest Meteorol., 131, 180, 10.1016/j.agrformet.2005.05.007 Tucker, 1979, Red and photographic infrared linear combinations for monitoring vegetation, Remote Sens. Environ., 8, 127, 10.1016/0034-4257(79)90013-0 Turner, 2006, Evaluation of MODIS NPP and GPP products across multiple biomes, Remote Sens. Environ., 102, 282, 10.1016/j.rse.2006.02.017 Turner, 2003, Scaling gross primary production (GPP) over boreal and deciduous forest landscapes in support of MODIS GPP product validation, Remote Sens. Environ., 88, 256, 10.1016/j.rse.2003.06.005 Turner, 2005, Site-level evaluation of satellite-based global terrestrial gross primary production and net primary production monitoring, Global Change Biol., 11, 666, 10.1111/j.1365-2486.2005.00936.x Wagle, 2014, Environmental control of daytime net ecosystem exchange of carbon dioxide in switchgrass, Agric. Ecosyst. Environ., 186, 170, 10.1016/j.agee.2014.01.028 Wagle, 2014, Seasonal variability in net ecosystem carbon dioxide exchange over a young switchgrass stand, GCB Bioenerg., 6, 339, 10.1111/gcbb.12049 Wagle, 2014, Sensitivity of vegetation indices and gross primary production of tallgrass prairie to severe drought, Remote Sens. Environ., 152, 1, 10.1016/j.rse.2014.05.010 Williams, 2009, Improving land surface models with FLUXNET data, Biogeosciences, 6, 1341, 10.5194/bg-6-1341-2009 Winjum, 1992, Estimating the global potential of forest and agroforest management practices to sequester carbon, Water Air Soil Poll., 64, 213, 10.1007/BF00477103 Xiao, 2004, Satellite-based modeling of gross primary production in an evergreen needleleaf forest, Remote Sens. Environ., 89, 519, 10.1016/j.rse.2003.11.008 Xiao, 2004, Modeling gross primary production of temperate deciduous broadleaf forest using satellite images and climate data, Remote Sens. Environ., 91, 256, 10.1016/j.rse.2004.03.010 Yan, 2009, Modeling gross primary productivity for winter wheat–maize double cropping system using MODIS time series and CO2 eddy flux tower data, Agric. Ecosyst. Environ., 129, 391, 10.1016/j.agee.2008.10.017 Yilmaz, 2008, Remote sensing of vegetation water content from equivalent water thickness using satellite imagery, Remote Sens. Environ., 112, 2514, 10.1016/j.rse.2007.11.014