UAS imaging-based decision tools for arid winter wheat and irrigated potato production management

作者: Lav R. Khot , Sindhuja Sankaran , Arron H. Carter , Dennis A. Johnson , Thomas F. Cummings

DOI: 10.1080/01431161.2015.1117685

关键词: AgronomyEnvironmental scienceCropAgricultural productivityProduction managerGreen manureAltitudeAgricultureAridRow crop

摘要: Small unmanned aerial systems UAS are gaining global attention for rapid image-based decision making in agricultural production. In this study, the aim was to evaluate UAS-based imagery assessment of wheat winter survival and spring stand production crop necrosis potato Both critical aspects field arid row irrigated farming practices. Aerial images from 97 hard 352 soft single nucleotide polymorphism plots, 32 plots with 1 2 years green manure applications were acquired using a multi-band imaging sensor integrated UAS. The useful evaluating plant stand, Pearson correlation coefficient r range 0.60–0.82 between ground reference data. Similarly, showed strong relationship data = 0.93 0.88 application, respectively. Overall, provided quantifiable, timely, unbiased high spatial resolution about 2.3 cm/pixel at 100 m altitude that can aid making.

参考文章(20)
Sindhuja Sankaran, Lav R. Khot, Carlos Zúñiga Espinoza, Sanaz Jarolmasjed, Vidyasagar R. Sathuvalli, George J. Vandemark, Phillip N. Miklas, Arron H. Carter, Michael O. Pumphrey, N. Richard Knowles, Mark J. Pavek, Low-altitude, high-resolution aerial imaging systems for row and field crop phenotyping: A review European Journal of Agronomy. ,vol. 70, pp. 112- 123 ,(2015) , 10.1016/J.EJA.2015.07.004
Sebastian Kipp, Bodo Mistele, Peter Baresel, Urs Schmidhalter, High-throughput phenotyping early plant vigour of winter wheat European Journal of Agronomy. ,vol. 52, pp. 271- 278 ,(2014) , 10.1016/J.EJA.2013.08.009
Heikki Saari, Ismo Pellikka, Liisa Pesonen, Sakari Tuominen, Jan Heikkilä, Christer Holmlund, Jussi Mäkynen, Kai Ojala, Tapani Antila, Unmanned Aerial Vehicle (UAV) operated spectral camera system for forest and agriculture applications SPIE Remote Sensing. Remote Sensing for Agriculture, Ecosystems, and Hydrology XIII. ,vol. 8174, ,(2011) , 10.1117/12.897585
Yu Oishi, Tsuneo Matsunaga, Support system for surveying moving wild animals in the snow using aerial remote-sensing images Journal of remote sensing. ,vol. 35, pp. 1374- 1394 ,(2014) , 10.1080/01431161.2013.876516
Anatoly A. Gitelson, Mark N. Merzlyak, Remote sensing of chlorophyll concentration in higher plant leaves Advances in Space Research. ,vol. 22, pp. 689- 692 ,(1998) , 10.1016/S0273-1177(97)01133-2
D. G. Sullivan, J. P. Fulton, J. N. Shaw, G. Bland, Evaluating the Sensitivity of an Unmanned Thermal Infrared Aerial System to Detect Water Stress in a Cotton Canopy Transactions of the ASABE. ,vol. 50, pp. 1963- 1969 ,(2007) , 10.13031/2013.24091
Kenneth C McGwire, Mark A Weltz, Julie A Finzel, Christopher E Morris, Lynn F Fenstermaker, David S McGraw, None, Multiscale assessment of green leaf cover in a semi-arid rangeland with a small unmanned aerial vehicle Journal of remote sensing. ,vol. 34, pp. 1615- 1632 ,(2013) , 10.1080/01431161.2012.723836
Ghana S. Giri, William F. Schillinger, Seed priming winter wheat for germination, emergence, and yield Crop Science. ,vol. 43, pp. 2135- 2141 ,(2003) , 10.2135/CROPSCI2003.2135