Toward a new generation of agricultural system data, models, and knowledge products: State of agricultural systems science
Citations
421 citations
Cites background from "Toward a new generation of agricult..."
...…crop, livestock, and economic models have been combined to study farming systems aswell as to analyze national and global impacts of climate change, policies, or alternative technologies, as shown in the companion paper on the state of agricultural system science (Jones et al., 2017–in this issue)....
[...]
329 citations
180 citations
153 citations
References
8,282 citations
"Toward a new generation of agricult..." refers background in this paper
...Spatial econometrics advanced to include rates of development and specialization of production (Anselin, 1988)....
[...]
6,663 citations
3,456 citations
3,339 citations
"Toward a new generation of agricult..." refers background or methods in this paper
...A number of other cropping and grassland systemmodels have similar components and capabilities (e.g., APSIM, Keating et al., 2003a, 2003b and Holzworth et al., 2014; CROPSYST, Stöckle et al., 2003, 2014; EPIC, Williams et al., 1989; STICS, Brisson et al., 2003 and Bergez et al., 2014; SALUS, Basso and Ritchie, 2015 and Dzotsi et al., 2013), although most models do not simulate impacts of pests and diseases unless coupled externally with time-series input data or pest models like in DSSAT CSM (Boote et al., 1983; Batchelor et al., 1993)....
[...]
...Dzotsi et al. (2013) used a similar approach, showing that reduced maize, peanut, and cotton models parameterized from the DSSAT CSM model accurately reproduced DSSAT results across time and space....
[...]
...2 shows a schematic of the components in theCropping System Model (CSM) that incorporates the CERES (e.g., see Basso et al., 2016), CROPGRO, and other models in DSSAT (Jones et al., 2003; Boote et al., 2010; Hoogenboom et al., 2015)....
[...]
..., 2016), CROPGRO, and other models in DSSAT (Jones et al., 2003; Boote et al., 2010; Hoogenboom et al., 2015)....
[...]
...Examples of these are DSSAT (Jones, 1993), APSIM (Holsworth et al., 2014), Century (Parton et al., 1993), SAVANNA (Coughenhour, 1992), The Hurley Pasture Model (Thornley, 1997), PHYGROW (Stuth et al., 2003)....
[...]
3,231 citations
"Toward a new generation of agricult..." refers background in this paper
...…yields in response to some combination of weather conditions, nutrient levels, irrigation amounts, etc. (e.g., Schlenker and Lobell, 2010; Lobell et al., 2011), they do not predict responses to nonlinearities and threshold effects outside the range of conditions in data used to develop…...
[...]
...(e.g., Schlenker and Lobell, 2010; Lobell et al., 2011), they do not predict responses to nonlinearities and threshold effects outside the range of conditions in data used to develop them....
[...]