Estimating switchgrass productivity in the Great Plains using satellite vegetation index and site environmental variables

Ecological Indicators - Tập 48 - Trang 472-476 - 2015
Yingxin Gu1, Bruce K. Wylie2, Daniel M. Howard3
1ASRC InuTeq, Contractor to U.S. Geological Survey (USGS) Earth Resources Observation and Science (EROS) Center, 47914 252nd Street, Sioux Falls, SD 57198, USA
2USGS EROS, 47914 252nd Street, Sioux Falls, SD 57198, USA
3Stinger Ghaffarian Technologies, Inc. Contractor to USGS EROS, 47914 252nd Street, Sioux Falls, SD 57198, USA

Tài liệu tham khảo

Belsley, 1991 Boryan, 2011, Monitoring US agriculture: the US Department of Agriculture, National Agricultural Statistics Service, Cropland Data Layer Program, Geocarto Int., 26, 341, 10.1080/10106049.2011.562309 Bransby, 1998, A review of carbon and nitrogen balances in switchgrass grown for energy, Biomass Bioenergy, 14, 379, 10.1016/S0961-9534(97)10074-5 Gu, 2012, Identifying grasslands suitable for cellulosic feedstock crops in the Greater Platte River Basin: dynamic modeling of ecosystem performance with 250m eMODIS, GCB Bioenergy, 4, 96, 10.1111/j.1757-1707.2011.01113.x Gu, 2012, Mapping carbon flux uncertainty and selecting optimal locations for future flux towers in the Great Plains, Landscape Ecol., 27, 319, 10.1007/s10980-011-9699-7 Gu, 2014, Projecting future grassland productivity to assess the sustainability of potential biofuel feedstock areas in the Greater Platte River Basin, GCB Bioenergy, 6, 35, 10.1111/gcbb.12059 Guisan, 2000, Predictive habitat distribution models in ecology, Ecol. Model., 135, 147, 10.1016/S0304-3800(00)00354-9 Hartman, 2012, Physiological and growth responses of switchgrass (Panicum virgatum L.) in native stands under passive air temperature manipulation, GCB Bioenergy Hartman, 2012, Ecotypic responses of switchgrass to altered precipitation, Funct. Plant Biol., 39, 126, 10.1071/FP11229 Henderson, 2005, Australia-wide predictions of soil properties using decision trees, Geoderma, 124, 383, 10.1016/j.geoderma.2004.06.007 Homer, 2004, Development of a 2001 National Land-Cover Database for the United States, Photogram. Eng. Remote Sensing, 70, 829, 10.14358/PERS.70.7.829 Jenkerson, 2010, eMODIS?a user-friendly data source. U. S, Geological Survey Open-File Report, 1055 Ji, 2004, A spatial regression procedure for evaluating the relationship between AVHRR-NDVI and climate in the northern Great Plains, Int. J. Remote Sens., 25, 297, 10.1080/0143116031000102548 Johnson, 2013, A 2010 map estimate of annually tilled cropland within the conterminous United States, Agric. Syst., 114, 95, 10.1016/j.agsy.2012.08.004 Kuhn, 2013, Regression trees and rule-based models, 173 Lek, 1996, Application of neural networks to modelling nonlinear relationships in ecology, Ecol. Model., 90, 39, 10.1016/0304-3800(95)00142-5 Liebig, 2008, Soil carbon storage by switchgrass grown for bioenergy, Bioenergy Res., 1, 215, 10.1007/s12155-008-9019-5 Liebig, 2006, USDA and DOE favor switchgrass for biomass fuel, Ind. Bioproces., 28, 7 McLaughlin, 2005, Development of switchgrass (Panicum virgatum) as a bioenergy feedstock in the United States, Biomass Bioenergy, 28, 515, 10.1016/j.biombioe.2004.05.006 Omernik, 1987, Ecoregions of the conterminous United States, Ann. – Assoc. Am. Geogr., 77, 118, 10.1111/j.1467-8306.1987.tb00149.x Paruelo, 1997, ANPP estimates from NDVI for the Central Grassland Region of the United States, Ecology, 78, 953, 10.1890/0012-9658(1997)078[0953:AEFNFT]2.0.CO;2 Perrin, 2008, Farm-scale production cost of switchgrass for biomass, Bioenerg Res., 1, 91, 10.1007/s12155-008-9005-y Quinlan, 1992, Learning with continuous classes, 343 Quinlan, 1996, Boosting first-order learning, 143 Rigge, 2013, Linking phenology and biomass productivity in south dakota mixed-grass prairie, Rangeland Ecol. Manag., 66, 579, 10.2111/REM-D-12-00083.1 Svoray, 2013, Ecological sustainability in rangelands: the contribution of remote sensing, Int. J. Remote Sens., 34, 6216, 10.1080/01431161.2013.793867 Swets, 1999, A weighted least-squares approach to temporal smoothing of NDVI Tieszen, 1997, NDVI, C3 and C4 production, and distributions in Great Plains grassland land cover classes, Ecol. Appl., 7, 59