|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Papers
divided by research area, click the file format icon to download. Some papers
abstract only is available, others link to abstract where full text can be
found.
|
Precision Agriculture: Site
Specific Data Management |
|
|
Beal J. and L. Tian. (2000) Yield data processing to
improve yield map data quality. Transactions of the ASAE, Vol. 17(3): 385–390. |
|
|
|
Liu, J., C.E. Goering and L. Tian.
(2001) Neural network for setting
target corn yields. Transactions of the ASAE, Vol. 44(3): 705–713. |
|
|
Bullock, D.S. and D.G. Bullock. The economics of precision
farming: a primer for agronomists designing experiments. 2nd European
Conference on Precision Agriculture. Proceedings of the 2nd European
Conference on Precision Agriculture, pp.937-946, Odense
Congress Centre, |
|
|
Bullock, D.S., D.G. Bullock and E. Nafziger.
1999. Variable rate seeding of maize in the Midwestern |
|
|
Bullock, D.G., D.S. Bullock, E.D. Nafziger,
T.A. Peterson, P. Carter, T. Doerge, and S. Paszkiewicz. 1998. Does variable rate seeding of corn
pay? Agron. J. 90:830-836 |
|
|
Bullock, D.S., N. Kitchen, D.G. Bullock. 2000. Lessons
learned in corn/soybean collaborative research. Prec.
Agric. In Press. |
|
|
Gopalapillai, S. and L. Tian,
(2000) Identification and mapping of weed density in a soybean field using
DMS image. ASAE Paper No. 003058, (UILU No. 2000-7029). |
|
|
|
|
|
Kravchenko, A., C. Boast, and D.G.
Bullock. 1999. Multifractal analysis of
soil spatial variability. Agron. J.
91:1033-1041. |
|
|
Kravchenko, A. and D.G. Bullock.
1999. A comparative study of interpolation methods for mapping soil
properties. Agron. J. 91:393-400. |
|
|
Kravchenko, A. and D.G. Bullock.
2000. Correlation of corn and soybean grain yield with topography and soil
properties. Agron. J. 92:75-83. |
|
|
Kravchenko, A.N. and D.G. Bullock.
2001. Quantitative mapping of soil drainage classes using topographical data
and soil electrical conductivity. Crop Sci. In
Review. |
|
|
Kravchenko, A.N. and D.G. Bullock.
2001. Spatial variability of soybean quality data as a function of field
topography. Crop Sci. In Review. |
|
|
Kravchenko, A.N., D.G. Bullock and
C.W. Boast. 2000. Analyzing relationships between crop yield and terrain
slope using theory of joint multifractal measures.
Agron. J. 92:1279-1290. |
|
|
Kravchenko, A.N., D.G. Bullock, and
H.F. Reetz. 1999. Spatial variability of grain
yield as a function of topography and soil properties. Proceedings of the
2nd European Conference on Precision Agriculture, pp.441-450, Odense Congress Centre, |
|
|
|
|
|
|
|
GopalaPillai, S., L. Tian, and J. Zheng. 1999. Evaluation of a flow control system for site-specific herbicide application. Transactions of the ASAE 42(4): 863-870. |
|
|
|
GopalaPillai, S., and L. Tian.
1997. An automatic control system for variable rate chemical application.
ASAE paper no. 971050. ASAE |
|
|
Lafferty C. L. and L. Tian (2000) Using CFD to determine
the internal flow of agricultural chemical spray nozzles. Poster, ILASS |
|
|
Pillai, S. and L. Tian. (1997) Automatic spray control system for variable rate herbicide applications. ASAE paper 971050 |
|
|
Steward, B., L. Tian, and L. Tang. (2000) Real-distance control system for precision farming. AETC Poster No. 1. |
|
|
Tang, L., B. Steward, and L. Tian. (1999) Experimental Study of a Machine Vision-Based Real-time Weed Sensing Patch-Sprayer. SAE Paper No. 99F-38, (UIUC-ENG-99-7009). |
|
|
Tang, L., L. Tian, and B. Steward. (1999) High-resolution Weed Mapping and Selective Herbicide Application Simulation. AETC Poster No. 13. |
|
|
Tang L., L. Tian and B. Steward (2000) Development of a low-cost machine vision-based selective sprayer. ASAE Paper No. 003064, (UILU No. 2000-7034). |
|
|
Tang, L., L. F. Tian, B. L. Steward (1999) Machine
Vision-Based High-resolution Weed Mapping And Patch-Sprayer Performance SimulationSAE
SP-1417, Agricultural Machinery, Tires, Tracks, and Traction, pp.126-135. |
|
|
Tian, L. (2001) Sensor-Based Precision Chemical Application System. Journal of Computers and Electronics in Agriculture: invited paper for special issue on “Information Technology for Agriculture and Precision Farming”. In press. |
|
|
Tian, L., J.F. Reid, and J. Hummel. (1999) Development of a precision sprayer for site-specific weed management. Transactions of the ASAE Vol. 42(4): 893-900. |
|
|
Tian, L. M. Su and Wassink. (1997) Development of a machine-vision controlled precision sprayer. ASAE paper 973055 |
|
|
Tian, L. L. Tang, and B. Steward (2000). Smart Sprayer Project – Sensor-Based Selective Herbicide Application System. SPIE 4203, Precision Agriculture and Biological Quality, Vol. 4203: 73-80. |
|
|
Tian, L. and J. Zheng. (1999) Dynamic Deposition Pattern Study of Modulated Spraying. Transactions of the ASAE, Vol. 42(6): |
|
|
Tian, L., J. Zheng, L. E. Bode.
(1998) A Technique to Compare the Droplet Size Spectrum Deposited on Water
Sensitive Papers and in Oil Cells. Proceedings of ILASS |
|
|
Tian, L., Y. Zhou and L. Tang. (2000) Aided Guidance System with GPS and Optical Encoders for Smart Sprayer. ASAE Paper No. 003018, (UILU No. 2000-7034). |
|
|
Verma, A. K., R. A. C. Cooke, L.
Tian, M. C. Hirschi, and |
|
|
|
|
|
Zheng, J. and L. Tian. (1998) Electrostatic
Atomization Analysis. Proceedings of ILASS |
|
Sensing Systems for Precision Farming |
|
|
|
Bajwa, S. G., P. |
|
|
Bullock, D. G. and D.S. Anderson. 1998. Evaluation of the Minolta Spad-502 chlorophyll meter for nitrogen management in corn. J. Plant Nutr. 21(4):741-755. |
|
|
GopalaPillai, S., and L. Tian. 1999. In-field variability detection and yield prediction in corn using digital aerial imaging. Transactions of the ASAE 42(6): 1911-1920. |
|
|
Gopalapillai, S., L. Tian, C. Goering, and L. Tang. 2000. Identification and mapping
of weed density in a soybean field using DMS images. ASAE paper
no.003058. ASAE |
|
|
GopalaPillai, S., L. Tian, and D. Bullock. 1999. Yield mapping with digital aerial color infrared (CIR) images. SAE Transactions: Journal of Commercial Vehicles 108(2): 303-316. |
|
|
GopalaPillai, S., and L. Tian.
1999. Spatial yield analysis and modeling using aerial CIR images.
ASAE paper no. 991151. ASAE |
|
|
GopalaPillai, S. and L. Tian. 1999.
Digital aerial imaging for near-real-time crop sensing and yield
prediction. Presented at Agricultural Equipment Technology Conference,
Feb.8-10 at |
|
|
GopalaPillai, S., L. Tian, and J.
P. Beal. 1998. Aerial imaging to detect field nitrogen deficiency in corn.
ASAE paper no. 983030. ASAE |
|
|
GopalaPillai, S., and L. Tian. 2000. CIR image calibration for cloud shadow and soil background influence using vegetative indices. Submitted for publication in Transactions of the ASAE. |
|
|
GopalaPillai, S., and L. Tian. 2000. Modeling and mapping of spatial weed density within a Soybean field from aerial CIR images. Under review for publication in Transactions of the ASAE. |
|
|
Noguchi, N., J. Reid, L. Tian, and A. Hansen. (1999) Vision intelligence for mobile agro-robotic system. Journal of Robotic and Machatronics. Vol. 11 (3): 193-199. |
|
|
Noguchi, N., J. F. Reid, Q. Zhang, and L. Tian. (1998) Vision intelligence for precision farming using fuzzy logic optimized genetic algorithm and artificial neural network. ASAE Paper No. 983034, (UILU-ENG-98-7020). |
|
|
Pillai, S. L. Tian, and J. Beal. (1998) Detection of nitrogen stress in corn using digital aerial imaging. ASAE Paper No. 983030 (UILU-ENG-98-7007) |
|
|
Steward, B. and L. Tian. (1999) Performance study of new plant segmentation algorithms for outdoor variable-lighting conditions. Transactions of the ASAE, Vol. 42(6): 1897-1909. |
|
|
Steward, B. and L. Tian (1998) Real-Time weed detection in outdoor field conditions. SPIE 3543, Precision Agriculture and Biological Quality, eds. J. A. DeShazer and G. E. Meyer, 266-278. |
|
|
Steward, B. and L. Tian (1998) Weed detection in outdoor field conditions. International Symposium on Industry and Environmental Monitors and Biosensors. Paper 3543-30 |
|
|
Steward, B. and L. Tian (1998) Real-time machine vision weed detection. ASAE paper No. 983033 (UILU-ENG-98-7006) |
|
|
Steward, B. L., L. Tian and L. Tang (1999) Detection of outdoor lighting variability for machine vision-based precision agriculture. ASAE Paper No. 993032 (UILU No. 99-7030). |
|
|
Steward, B., L. Tian, L. Tang, and J.F. Reid. (1999) Image Segmentation for Real-time Outdoor Machine Vision Weed Detection. AETC Poster No. 14. |
|
|
Su. M, L. Tian and J. F. Reid. (1997) Spatial-frequency analysis for detection of weed-infestation areas with the wavelet decomposition. ASAE paper 973133 |
|
Tang, L., L. Tian, B.L. Steward and J.F. Reid (1999) Color Image Segmentation with Genetic Algorithm for In-Field Weed SensingTo appear in Transactions of ASAE. |
|
|
|
Tang, L., L. Tian, and B. Steward. (2000) GAHSI segmentation algorithm for outdoor image segmentation. Transactions of the ASAE, Vol. 43(4): 1019-1027. |
|
Tang, L., L. Tian, B.L. Steward and J.F. Reid (1999) Texture-based weed classification using gabor wavelets and neural network for real-time selective herbicide applications. ASAE Paper No. 991151 (UILU No. 99-7035) |
|
|
|
Tian, L. (1997) Aerial field sensing and mapping for precision farming. NAAA/ASAE Paper No. AA97-001. |
|
|
Tian, L. (1997) Remote sensing and mapping for precision
farming. Proceedings for the |
|
|
Tian, L. (2000) Sensor-based precision farming system.
Proceedings of International Conference of Engineering Technology (Session
7). pp.163– 169. |
|
|
Tian, L. (1998) Sensor development for precision farming. Proceedings
for the International Workshop on Precision Farming. Pp. 14 – 16. |
|
|
Tian, L. and D. C. Slaughter (1998) Environmentally adaptive segmentation algorithms for outdoor machine vision systems. Journal of Computers and Electronics in Agriculture. Vol. 21 (3):153-168 |
|
|
Tian, L., D. C. Slaughter and R. Norris. (1997) Outdoor field machine vision identification of tomato seedlings for automated weed control. Transactions of the ASAE, Vol. 40 (6): 1761-1768 |
|
|
|
|
|
|