Remote Sensing Applications in Agriculture at the USDA National Agricultural Statistics Service
作者： Claire G. Boryan , Jeffrey T. Bailey
DOI:
关键词:
摘要: The United States Department of Agriculture’s (USDA) National Agricultural Statistics Service (NASS) has researched and used remote sensing technology for acreage estimation since the early 1970s. Significant advancements in recent years have enabled NASS to transition use from primarily a research function performing an integral role agency’s crop program covering all major crops grown high producing states U.S. This accomplishment was achieved large part as result 1) enhanced data partnerships, 2) improved methodologies, 3) increased availability commercial software, 4) imagery ancillary data. With now operational, Agency is focusing its efforts yield well. Currently corn soybean estimates 10 are provided in-season Statistic Board (ASB) field offices. Although, solid, with more experience research, improvements expected. Looking future, begun conducting quantitatively measure progress condition using intends expand into mapping soil moisture improving disaster assessments monitoring.
参考文章(17)
J. R. Quinlan, Bagging, boosting, and C4.S national conference on artificial intelligence. pp. 725- 730 ,(1996)
R. Mueller, C. Boryan, R. Seffrin, Data partnership synergy: The Cropland Data Layer international conference on geoinformatics. pp. 1- 6 ,(2009) , 10.1109/GEOINFORMATICS.2009.5293489
Jiyul Chang, Matthew C. Hansen, Kyle Pittman, Mark Carroll, Charlene DiMiceli, Corn and Soybean Mapping in the United States Using MODIS Time-Series Data Sets Agronomy Journal. ,vol. 99, pp. 1654- 1664 ,(2007) , 10.2134/AGRONJ2007.0170
M.A. Friedl, C.E. Brodley, Decision tree classification of land cover from remotely sensed data Remote Sensing of Environment. ,vol. 61, pp. 399- 409 ,(1997) , 10.1016/S0034-4257(97)00049-7
M. HANSEN, R. DUBAYAH, R. DEFRIES, Classification trees: an alternative to traditional land cover classifiers International Journal of Remote Sensing. ,vol. 17, pp. 1075- 1081 ,(1996) , 10.1080/01431169608949069
Collin Homer, Chengquan Huang, Limin Yang, Bruce Wylie, Michael Coan, Development of a 2001 National land-cover database for the United States Photogrammetric Engineering and Remote Sensing. ,vol. 70, pp. 829- 840 ,(2004) , 10.14358/PERS.70.7.829
Wanxiao Sun, Shunlin Liang, Gang Xu, Hongliang Fang, Robert Dickinson, Mapping plant functional types from MODIS data using multisource evidential reasoning Remote Sensing of Environment. ,vol. 112, pp. 1010- 1024 ,(2008) , 10.1016/J.RSE.2007.07.022
Susan K Maxwell, Jaymie R Meliker, Pierre Goovaerts, Use of land surface remotely sensed satellite and airborne data for environmental exposure assessment in cancer research. Journal of Exposure Science and Environmental Epidemiology. ,vol. 20, pp. 176- 185 ,(2010) , 10.1038/JES.2009.7
B.K. Gelder, R.M. Cruse, A.L. Kaleita, Automated determination of management units for precision conservation Journal of Soil and Water Conservation. ,vol. 63, pp. 273- 279 ,(2008) , 10.2489/JSWC.63.5.273
Dacia M. Meneguzzo, Charles H. Perry, Greg C. Liknes, Assessing tree cover in agricultural landscapes using high-resolution aerial imagery Journal of Terrestrial Observation. 2(1): 38-55.. ,vol. 2, pp. 38- 55 ,(2010)