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CITATION

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## Software
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Scott Rohde; Carl Crott; Patrick Mulroony; Jeremy Kemball; David LeBauer; Jimmy Chen; Rob Kooper; Yilin Dong; Andrew Shirk; Zhengqi Yang; Uday Saraf; Michael Dietze.
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2014. BETYdb 3.2.3. [doi:10.5281/zenodo.11792](http://dx.doi.org/10.5281/zenodo.11792)
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2014. BETYdb 3.2.3. [doi:10.5281/zenodo.11792](https://doi.org/10.5281/zenodo.11792)
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## Data
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public/temp_models/all_yield_and_cost_county.csv

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"# switchgrass and miscanthus yields from Miguez","F. E.",Maughan,M.,Bollero,"G. A.","& Long","S. P. (2012). Modeling spatial and dynamic variation in growth",yield,"and yield stability of the bioenergy crops Miscanthus× giganteus and Panicum virgatum across the conterminous United States. Gcb Bioenergy",4(5),"509-520. http://dx.doi.org/10.1111/j.1757-1707.2011.01150.x",,,,,,
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"# poplar yields from: Dan Wang","David LeBauer","and Michael Dietze 2013. Predicting yields of short-rotation hybrid poplar (Populus spp.) for the United States through model–data synthesis. Ecological Applications 23:944–958. http://dx.doi.org/10.1890/12-0854.1",,,,,,,,,,,,,,,
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"# evapotranspiration and cornstover yield data from: VanLoocke",Andy,"Tracy E. Twine","Marcelo Zeri","and Carl J. Bernacchi. ""A regional comparison of water use efficiency for miscanthus","switchgrass and maize."" Agricultural and Forest Meteorology 164 (2012): 82-95. http://dx.doi.org/10.1016/j.agrformet.2012.05.016",,,,,,,,,,,,
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"# switchgrass and miscanthus yields from Miguez","F. E.",Maughan,M.,Bollero,"G. A.","& Long","S. P. (2012). Modeling spatial and dynamic variation in growth",yield,"and yield stability of the bioenergy crops Miscanthus× giganteus and Panicum virgatum across the conterminous United States. Gcb Bioenergy",4(5),"509-520. https://doi.org/10.1111/j.1757-1707.2011.01150.x",,,,,,
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"# poplar yields from: Dan Wang","David LeBauer","and Michael Dietze 2013. Predicting yields of short-rotation hybrid poplar (Populus spp.) for the United States through model–data synthesis. Ecological Applications 23:944–958. https://doi.org/10.1890/12-0854.1",,,,,,,,,,,,,,,
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"# evapotranspiration and cornstover yield data from: VanLoocke",Andy,"Tracy E. Twine","Marcelo Zeri","and Carl J. Bernacchi. ""A regional comparison of water use efficiency for miscanthus","switchgrass and maize."" Agricultural and Forest Meteorology 164 (2012): 82-95. https://doi.org/10.1016/j.agrformet.2012.05.016",,,,,,,,,,,,
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"# county-level yield and evapotranspiration data is derived from gridded model output",,,,,,,,,,,,,,,,,
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fips,state_abbrev,cornstover_yield,miscanthus_yield,switchgrass_yield,energycane_yield,cornstover_cost,miscanthus_cost,switchgrass_cost,energycane_cost,least_cost_crop,least_cost_crop_id,state,county,lat,lon,state_fips,county_fips
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1001,AL,4.397,28.087243,15.711573,0,211.175,58.063,64.939,0,Miscanthus,3,Alabama,Autauga,32.52478738,-86.63770638,1,1

public/temp_models/cornstover_evapotranspiration_grid.csv

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# VanLoocke, Andy, Tracy E. Twine, Marcelo Zeri, and Carl J. Bernacchi. "A regional comparison of water use efficiency for miscanthus, switchgrass and maize." Agricultural and Forest Meteorology 164 (2012): 82-95. http://dx.doi.org/10.1016/j.agrformet.2012.05.016
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# VanLoocke, Andy, Tracy E. Twine, Marcelo Zeri, and Carl J. Bernacchi. "A regional comparison of water use efficiency for miscanthus, switchgrass and maize." Agricultural and Forest Meteorology 164 (2012): 82-95. https://doi.org/10.1016/j.agrformet.2012.05.016
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"lat","lon","aet"
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-104.25,37.25,384.137784026796
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-103.75,37.25,384.166322867539

public/temp_models/miscanthus_evapotranspiration_county.csv

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# VanLoocke, Andy, Tracy E. Twine, Marcelo Zeri, and Carl J. Bernacchi. "A regional comparison of water use efficiency for miscanthus, switchgrass and maize." Agricultural and Forest Meteorology 164 (2012): 82-95. http://dx.doi.org/10.1016/j.agrformet.2012.05.016
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# VanLoocke, Andy, Tracy E. Twine, Marcelo Zeri, and Carl J. Bernacchi. "A regional comparison of water use efficiency for miscanthus, switchgrass and maize." Agricultural and Forest Meteorology 164 (2012): 82-95. https://doi.org/10.1016/j.agrformet.2012.05.016
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"lat","lon","aet"
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-104.25,37.25,420.763865764689
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-103.75,37.25,414.073676180124

public/temp_models/miscanthus_evapotranspiration_grid.csv

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# VanLoocke, Andy, Tracy E. Twine, Marcelo Zeri, and Carl J. Bernacchi. "A regional comparison of water use efficiency for miscanthus, switchgrass and maize." Agricultural and Forest Meteorology 164 (2012): 82-95. http://dx.doi.org/10.1016/j.agrformet.2012.05.016
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# VanLoocke, Andy, Tracy E. Twine, Marcelo Zeri, and Carl J. Bernacchi. "A regional comparison of water use efficiency for miscanthus, switchgrass and maize." Agricultural and Forest Meteorology 164 (2012): 82-95. https://doi.org/10.1016/j.agrformet.2012.05.016
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"lat","lon","miscanthus_evapotranspiration"
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-104.25,37.25,420.763865764689
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-103.75,37.25,414.073676180124

public/temp_models/miscanthus_yield_county.csv

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# Miguez, F. E., Maughan, M., Bollero, G. A., & Long, S. P. (2012). Modeling spatial and dynamic variation in growth, yield, and yield stability of the bioenergy crops Miscanthus× giganteus and Panicum virgatum across the conterminous United States. Gcb Bioenergy, 4(5), 509-520. http://dx.doi.org/10.1111/j.1757-1707.2011.01150.x
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# Miguez, F. E., Maughan, M., Bollero, G. A., & Long, S. P. (2012). Modeling spatial and dynamic variation in growth, yield, and yield stability of the bioenergy crops Miscanthus× giganteus and Panicum virgatum across the conterminous United States. Gcb Bioenergy, 4(5), 509-520. https://doi.org/10.1111/j.1757-1707.2011.01150.x
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STATEFP,STATE,County_FIPS,County_NAME,miscanthus_yield
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1,AL,1001,Autauga,28.087243
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1,AL,1003,Baldwin,30.760366

public/temp_models/miscanthus_yield_grid.csv

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# Miguez, F. E., Maughan, M., Bollero, G. A., & Long, S. P. (2012). Modeling spatial and dynamic variation in growth, yield, and yield stability of the bioenergy crops Miscanthus× giganteus and Panicum virgatum across the conterminous United States. Gcb Bioenergy, 4(5), 509-520. http://dx.doi.org/10.1111/j.1757-1707.2011.01150.x
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# Miguez, F. E., Maughan, M., Bollero, G. A., & Long, S. P. (2012). Modeling spatial and dynamic variation in growth, yield, and yield stability of the bioenergy crops Miscanthus× giganteus and Panicum virgatum across the conterminous United States. Gcb Bioenergy, 4(5), 509-520. https://doi.org/10.1111/j.1757-1707.2011.01150.x
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"lat","lon","yield"
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38.9615287780762,-123.557899475098,7.92597160529917
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39.2415008544922,-123.639297485352,19.6720448989566

public/temp_models/poplar_yield_county.csv

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# Dan Wang, David LeBauer, and Michael Dietze 2013. Predicting yields of short-rotation hybrid poplar (Populus spp.) for the United States through model–data synthesis. Ecological Applications 23:944–958. http://dx.doi.org/10.1890/12-0854.1
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# Dan Wang, David LeBauer, and Michael Dietze 2013. Predicting yields of short-rotation hybrid poplar (Populus spp.) for the United States through model–data synthesis. Ecological Applications 23:944–958. https://doi.org/10.1890/12-0854.1
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"state","county","abbrev","lat","lon","state_fips","county_fips","fips","yield"
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"Alabama","Autauga","AL",32.52478738,-86.63770638,1,1,1001,9.10087936280332
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"Alabama","Baldwin","AL",30.58720177,-87.71905612,1,3,1003,9.23088297321182

public/temp_models/poplar_yield_grid.csv

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# Dan Wang, David LeBauer, and Michael Dietze 2013. Predicting yields of short-rotation hybrid poplar (Populus spp.) for the United States through model–data synthesis. Ecological Applications 23:944–958. http://dx.doi.org/10.1890/12-0854.1
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# Dan Wang, David LeBauer, and Michael Dietze 2013. Predicting yields of short-rotation hybrid poplar (Populus spp.) for the United States through model–data synthesis. Ecological Applications 23:944–958. https://doi.org/10.1890/12-0854.1
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"lon","lat","poplar_yield"
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-112.75,26.25,4.11
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-112.25,26.25,5.16

public/temp_models/switchgrass_evapotranspiration_grid.csv

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# VanLoocke, Andy, Tracy E. Twine, Marcelo Zeri, and Carl J. Bernacchi. "A regional comparison of water use efficiency for miscanthus, switchgrass and maize." Agricultural and Forest Meteorology 164 (2012): 82-95. http://dx.doi.org/10.1016/j.agrformet.2012.05.016
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# VanLoocke, Andy, Tracy E. Twine, Marcelo Zeri, and Carl J. Bernacchi. "A regional comparison of water use efficiency for miscanthus, switchgrass and maize." Agricultural and Forest Meteorology 164 (2012): 82-95. https://doi.org/10.1016/j.agrformet.2012.05.016
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"lat","lon","aet"
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-104.25,37.25,413.357985240043
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-103.75,37.25,412.195000362932

public/temp_models/switchgrass_yield_county.csv

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# Miguez, F. E., Maughan, M., Bollero, G. A., & Long, S. P. (2012). Modeling spatial and dynamic variation in growth, yield, and yield stability of the bioenergy crops Miscanthus× giganteus and Panicum virgatum across the conterminous United States. Gcb Bioenergy, 4(5), 509-520. http://dx.doi.org/10.1111/j.1757-1707.2011.01150.x
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# Miguez, F. E., Maughan, M., Bollero, G. A., & Long, S. P. (2012). Modeling spatial and dynamic variation in growth, yield, and yield stability of the bioenergy crops Miscanthus× giganteus and Panicum virgatum across the conterminous United States. Gcb Bioenergy, 4(5), 509-520. https://doi.org/10.1111/j.1757-1707.2011.01150.x
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STATEFP,STATE,County_FIPS,County_NAME,switchgrass_yield
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1,AL,1001,Autauga,15.711573
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1,AL,1003,Baldwin,17.541727

public/temp_models/switchgrass_yield_grid.csv

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# Miguez, F. E., Maughan, M., Bollero, G. A., & Long, S. P. (2012). Modeling spatial and dynamic variation in growth, yield, and yield stability of the bioenergy crops Miscanthus× giganteus and Panicum virgatum across the conterminous United States. Gcb Bioenergy, 4(5), 509-520. http://dx.doi.org/10.1111/j.1757-1707.2011.01150.x
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# Miguez, F. E., Maughan, M., Bollero, G. A., & Long, S. P. (2012). Modeling spatial and dynamic variation in growth, yield, and yield stability of the bioenergy crops Miscanthus× giganteus and Panicum virgatum across the conterminous United States. Gcb Bioenergy, 4(5), 509-520. https://doi.org/10.1111/j.1757-1707.2011.01150.x
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lat,lon,pavi_yield
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48.97172165,-119.739672,0.001215608
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44.22089005,-113.7023776,0.001630979

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