Abstract
The complex agricultural environment combined with intensive production requires development of robust systems with short development time at low cost. The unstructured nature of the external environment increases chances of failure. Moreover, the machines are usually operated by low-tech personnel. Therefore, inherent safety and reliability is an important feature. Food safety is also an issue requiring the automated systems to be sanitized and reliable against leakage of contaminations. This chapter reviews agricultural automation systems including field machinery, irrigation systems, greenhouse automation, animal automation systems, and automation of fruit production systems. Each section describes the different automation systems with many application examples and recent advances in the field.
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Abbreviations
- 2-D:
-
two-dimensional
- 3-D:
-
three-dimensional
- BCD:
-
binary code to decimal
- CAN:
-
control area network
- CCD:
-
charge-coupled device
- CPU:
-
central processing unit
- DC:
-
direct-current
- DGPS:
-
differential GPS
- DIN:
-
German Institute for Normalization
- DIO:
-
digital input/output
- DOF:
-
degrees of freedom
- E/H:
-
electrohydraulic
- EL:
-
electroluminescence
- FL:
-
fuzzy-logic
- FPID:
-
feedforward PID
- GNSS:
-
global navigation satellite system
- GPS:
-
global positioning system
- HEFL:
-
hybrid electrode fluorescent lamp
- HID:
-
high-intensity discharge
- HMS:
-
hierarchical multilevel system
- HSI:
-
human system interface
- IMU:
-
inertial measurement unit
- INS:
-
inertial navigation system
- IPS:
-
integrated pond system
- ISO:
-
International Organization for Standardization
- ISO:
-
independent system operator
- JAUGS:
-
joint architecture for unmanned ground system
- LAN:
-
local-area network
- LED:
-
light-emitting diode
- MEMS:
-
micro-electromechanical system
- NIR:
-
near-infrared
- PC:
-
personal computer
- PCR:
-
polymerase chain reaction
- PID:
-
proportional, integral, and derivative
- PLC:
-
programmable logic controller
- PPFD:
-
photosynthetic photon flux density
- PTO:
-
power takeoff
- RAS:
-
recirculating aquaculture system
- RGB:
-
red–green–blue
- RMS:
-
reconfigurable manufacturing systems
- RMS:
-
reliability, maintainability, and safety
- RMS:
-
root-mean-square
- SCARA:
-
selective compliant robot arm
- SCC:
-
somatic cell count
- SS:
-
speed-sprayer
- STTPS:
-
single-truss tomato production system
- TV:
-
television
- USB:
-
universal serial bus
- UV:
-
ultraviolet
References
J.K. Schueller: Automation and control. In: CIGR Handbook of Agricultural Engineering, Information Technology, Vol. VI, ed. by A. Munack (CIGR, Tzukuba 2006) pp. 184–195, Chap. 4
H.G. Ferguson: Apparatus for coupling agricultural implements to tractors and automatically regulating the depth of work, Patent GB 253566 (1925)
G. Singh: Farm machinery. In: Agricultural Mechanization & Automation, Encyclopedia of Life Support Systems (EOLSS), ed. by P. McNulty, P.M. Grace (EOLSS, Oxford 2002)
J.N. Wilson: Guidance of agricultural vehicles - a historical perspective, Comput. Electron. Agric. 25(1), 3–9 (2000)
T. Torii: Research in autonomous agriculture vehicles in Japan, Comput. Electron. Agric. 25(1), 133–153 (2000)
R. Keicher, H. Seufert: Automatic guidance for agricultural vehicles in Europe, Comput. Electron. Agric. 25(1), 169–194 (2000)
J.F. Reid, Q. Zhang, N. Noguchi, M. Dickson: Agricultural automatic guidance research in North America, Comput. Electron. Agric. 25(1), 155–167 (2000)
H. Auernhammer, T. Muhr: GPS in a basic rule for environment protection in agriculture, Proc. Autom. Agric. 11(91), 394–402 (1991)
M. OʼConnor, T. Bell, G. Elkaim, B. Parkinson: Automatic steering of farm vehicles using GPS, Proc. 3rd Int. Conf. Precis. Agric. (Minneapolis 1996) pp. 767–778
T. Stombaugh, E. Benson, J.W. Hummel: Automatic guidance of agricultural vehicles at high field speeds, ASAE Paper No. 983110 (ASAE, St. Joseph 1998)
T. Bell: Automatic tractor guidance using carrier-phase differential GPS, Comput. Electron. Agric. 25(1/2), 53–66 (2000)
N. Noguchi, M. Kise, K. Ishii, H. Terao: Field automation using robot tractor, Automation Technology for Off-road Equipment, Proc. 26–27 July Conf., ed. by Q. Zhang (ASAE, Chicago 2002) pp. 239–245
G.P. Gordon, R.G. Holmes: Laser positioning system for off-road vehicles, ASAE Paper No. 88-1603 (ASAE, St. Joseph 1988)
N. Noguchi, K. Ishii, H. Terrao: Development of an agricultural mobile robot using a geomagnetic direction sensor and image sensors, J. Agric. Eng. Res. 67, 1–15 (1997)
J.F. Reid, S.W. Searcy, R.J. Babowic: Determining a guidance directrix in row crop images, ASAE Paper No. 85-3549 (ASAE, St. Joseph 1985)
J.B. Gerrish, G.C. Stockman, L. Mann, G. Hu: Image rocessing for path-finding in agricultural field operations, ASAE Paper No. 853037 (ASAE, St. Joseph 1985)
J.A. Marchant, R. Brivot: Real time tracking of plant rows using a Hough transform, Real Time Imaging 1, 363–375 (1995)
J.A. Marchant: Tracking of row structure in three crops using image analysis, Comput. Electron. Agric. 15, 161–179 (1996)
S. Han, Q. Zhang, B. Ni, J.F. Reid: A guidance directrix approach to vision-based vehicle guidance systems, Comput. Electron. Agric. 43, 179–195 (2004)
J. Billingsley, M. Schoenfisch: The successful development of a vision guidance system for agriculture, Comput. Electron. Agric. 16(2), 147–163 (1997)
J.A. Farrell, T.D. Givargis, M.J. Barth: Real-time differential carrier phase GPS-aided INS, IEEE Trans. Control Sys. Technol. 8(4), 709–721 (2000)
L. Guo, Q. Zhang, S. Han: Position estimate of off-road vehicles using a low-cost GPS and IMU, ASAE Paper No. 021157 (ASAE, St. Joseph 2002)
M.A. Abidi, R.C. Gonzales: Data fusion. In: Robotics and Machine Intelligence (Academic, San Diego 1992)
M.S. Grewal, A.P. Andrews: Kalman Filter: Theory and Practice Using MATLAB, 2nd edn. (Wiley, New York 2001)
O. Cohen, Y. Edan: A new framework for online sensor and algorithm selection, Robot. Auton. Syst. 56(9), 762–776 (2008)
H. Choset: Coverage for robotics - a survey of recent results, Ann. Math. Artif. Intell. 31, 113–126 (2001)
T. Oksanen, S. Kosonen, A. Visala: Path planning algorithm for field traffic, ASAE Paper No. 053087 (ASAE, St. Joseph 2005)
J. Jin, L. Tang: Optimal path planning for arable farming, ASAE Paper No. 061158 (ASAE, St. Joseph 2006)
U. Shani: Filling regions in binary raster images: a graph-theoretic approach, SIGGRAPH ʼ80 Conf. Proc. (ACM, New York 1980) pp. 321–327
Y.Y. Huang, Z.L. Cao, E.L. Hall: Region filling operations for mobile robot using computer graphics, Proc. of IEEE Int. Conf. Robot. Autom. (1986) pp. 1607–1614
Z.L. Cao, Y. Huang, E.L. Hall: Region filling operations with random obstacle avoidance for mobile robots, J. Robot. Syst. 5(2), 87–102 (1988)
S.A. Gray: Planning and Replanning Events for Autonomous Orchard Tractors. Ph.D. Thesis (Utah State University, Utah 2001)
J. Park, P.E. Nikravesh: A look-ahead driver model for autonomous cruising on highways, 1996 Future Transport. Technol. Conf. Expo. (Warrendale, 1996)
Q. Zhang, H. Qiu: A dynamic path search algorithm for tractor automatic navigation, Trans. ASAE. 47(2), 639–646 (2004)
D. Wu, Q. Zhang, J.F. Reid, H. Qiu: Adaptive control of electrohydraulic steering system for wheel-type agricultural tractors, ASAE Paper No. 993079 (ASAE, St. Joseph 1999)
Q. Zhang: Hydraulic linear actuator velocity control using a feedforward-plus-PID control, Int. J. Flex. Autom. Integr. Manuf. 77, 275–290 (1999)
H. Qiu, Q. Zhang, J.F. Reid: Fuzzy control of electrohydraulic steering systems for agricultural vehicles, Trans. ASAE 44(6), 1397–1402 (2001)
L. Guo, Q. Zhang, S. Han: Agricultural machinery safety alert system using ultrasonic sensors, J. Agric. Saf. Health 8(4), 385–396 (2002)
J. Wei, F. Rovira-Mas, J.F. Reid, S. Han: Obstacle detection using stereo vision to enhance safety of autonomous machines, Trans. ASAE 48(6), 2389–2397 (2005)
M. Kise, Q. Zhang, N. Noguchi: An obstacle identification algorithm for a laser range finder-based obstacle detector, Trans. ASAE 48(3), 1269–1278 (2005)
Y. Matsuo, S. Yamamoto, O. Yukumoto: Development of tilling robot and operation software. In: Autom. Technol. Off-Road Equip. (ATOE) Proc., ed. by Q.Zhang, ASAE Publication No. 701P0509 (2002) pp. 184–189
J.F. Reid: Mobile intelligent equipment for off-road environments, Proc. ATOE Conf. (ASAE, St. Joseph 2004) pp. 1–9
T. Pilarski, M. Happold, H. Pangels, M. Ollis, K. Fitzpatrick, A. Stentz: The Demeter system for automated harvesting, Proc. 8th Int. Top. Meet. Robot. Remote Syst. (1999)
T. Pilarski, M. Happold, H. Pangels, M. Ollis, K. Fitzpatrick, A. Stentz: The Demeter system for automated harvesting, Auton. Robot 13, 19–20 (2002)
RAS: Robotics and Automation Society, Service Robots (IEEE, Piscataway 2008)
B. Astrand, A.J. Baerveldt: An agricultural mobile robot with vision-based perception for mechanical weed control, Auton. Robot 13, 21–35 (2002)
R.N. Jørgensen, C.G. Sørensen, J.M. Pedersen, I. Havn, H.J. Olsen, H.T. Søgaard: Hortibot: An accessory kit transforming a slope mower into a robotic tool carrier for high-tech plant nursing - part I, ASAE Paper No. 63082 (ASAE, St. Joseph 2006)
C.G. Sørensen, R.N. Jørgensen, M. Nørremark: HortiBot: Application of quality function deployment (QFD) method for horticultural robotic tool carrier design planning - part II, ASAE Paper No. 67021 (ASAE, St. Joseph 2006)
M. Nørremark, C.G. Sørensen, R.N. Jørgensen: HortiBot: Comparison of potential present and future weeding technologies - part III, ASAE Paper No. 67023 (ASAE, St. Joseph 2006)
J.L. Merriam, S.W. Styles, B.J. Freeman: Flexible irrigation systems: concept, design, and application, J. Irrig. Drain. Engrg. 133(1), 2–11 (2007)
S.J. Kim, P.S. Kim: Optimal gate operation of irrigation reservoir using water management program, ASAE Paper No. 042067 (ASAE, St. Joseph 2004)
G. Park, M.S. Lee, S.J. Kim: Networking model of paddy irrigation system using archyhydro GIS, ASAE Paper No. 052079 (ASAE, St. Joseph 2005)
Y. Lam, D.C. Slaughter, W.W. Wallender, S.K. Upadhyaya: Machine vision monitoring for control of water advance in furrow irrigation, Trans. ASAE 50(2), 371–378 (2007)
Y. Lam, D.C. Slaughter, S.K. Upadhyaya: Computer vision system for automatic control of precision furrow irrigation system, ASAE Paper No. 062078 (ASAE, St. Joseph 2006)
Y. Kim, R.G. Evans, W. Iversen, F.P. Pierce, J.L. Chavez: Software design for wireless in-field sensor based irrigation management, ASAE Paper No. 063704 (ASAE, St. Joseph 2006)
N.L. Klocke, C. Hunter, M. Alam: Application of a linear move sprinkler system for limited irrigation research, ASAE Paper No. 032012 (ASAE, St. Joseph 2003)
B.A. King, R.W. Wall, L.R. Wall: Distributed control and data acquisition system for closed-loop site-specific irrigation management with center pivots, Appl. Eng. Agric. 21(5), 871–878 (2005)
M. Yitayew, K. Didan, C. Reynolds: Microcomputer based low-head gravity-flow bubbler irrigation system design, Comput. Electron. Agric. 22, 29–39 (1999)
F.S. Zazueta, A.G. Smajstrla: Microcomputer-based control of irrigation systems, Appl. Eng. in Agric. 8(5), 593–596 (1992)
B. Cardenas-Lailhacar, M.D. Dukes, G.L. Miller: Sensor-based control of irrigation in Bermudagrass, ASAE Paper No. 052180 (ASAE, St. Joseph 2005)
M.B. Haley, M.D. Dukes: Evaluation of sensor based residential irrigation water application, ASAE Paper No. 072251 (ASAE, St. Joseph 2007)
S.R. Evett, R.T. Peters, T.A. Howell: Controlling water use efficiency with irrigation automation, South. Conserv. Syst. Conf. (Amarillo 2006)
D.F. Wanjuru, S.J. Maas, J.C. Winslow, D.R. Upchurch: Scanned and spot measured temperatures of cotton and corn, Comput. Electron. Agric. 44, 33–48 (2004)
S.R. Herwitz, L.F. Johnson, S.E. Dunagan, R.G. Higgins, D.V. Sullivan, J. Zheng, B.M. Lobitz, J.G. Leung, B.A. Gallmeyer, M. Aoyagi, R.E. Slye, J.A. Brass: Imaging from an unmanned aerial vehicle surveillance and decision support, Comput. Electron. Agric. 44, 49–61 (2004)
J.A. Poss, W.B. Russell, P.J. Shouse, R.S. Austin, S.R. Grattan, C.M. Grieve, J.J. Lieth, L. Zheng: A volumetric lysemeter system: an alternative to weighing lysimeters for plant-water relations studies, Comput. Electron. Agric. 43, 55–68 (2004)
Y. Kim, R.G. Evans, W. Iversen, F.P. Pierce: Instrumentation and control for wireless sensor network for automated irrigation, ASAE Paper No. 061105 (ASAE, St. Joseph 2006)
T. Hess: A microcomputer scheduling program for supplementary irrigation, Comput. Electron. Agric. 15, 233–243 (1996)
M.J. Upcraft, D.H. Noble, M.K.V. Carr: A mixed linear programme for short-term irrigation scheduling, J. Oper. Res. Soc. 40(10), 923–931 (1989)
K. Milla, S. Kish: A low cost microprocessor and infrared sensor system for automating water infiltration measurements, Comput. Electron. Agric. 53, 122–129 (2006)
J. Artigas, A. Beltran, C. Jimenez, A. Baldi, R. Mas, C. Dominguez, J. Alonmso: Application of ion sensitive field effect transistor based sensor for soil analysis, Comput. Electron. Agric. 31(3), 281–293 (2001)
R.T. Peters, S.R. Evett: Using low-cost GPS receivers for determining field position of mechanized irrigation systems, Appl. Eng. Agric. 21(5), 841–845 (2005)
Y. Kim, R.G. Evans, W. Iversen, F.P. Pierce: Evaluation of wireless control for variable rate irrigation, ASAE Paper No. 062164 (ASAE, St. Joseph 2006)
F.R. Miranda, R. Yoder, J.B. Wilkerson: A site-specific irrigation control system, ASAE Paper No. 031129 (ASAE, St. Joseph 2003)
F.R. Miranda, R.E. Yoder, J.B. Wilkerson, L.O. Odhiambo: An autonomous controller for site-specific management of fixed irrigation systems, Comput. Electron. Agric. 468, 183–197 (2005)
King B.A. W.W. Wall, D.C. Kincaid, D.T. Westermann: Field testing of a variable rate sprinkler and control system for site-specific water and nutrient application. Appl. Eng. Agric. 21(5), 847–853 (2005)
A.T. Csordas, M.J. Delwiche, J. Barak: Automated real-time PCR Biosensor for the detection of pathogens in produce irrigation water, ASAE Paper No. 047045 (ASAE, St. Joseph 2004)
N. Kondo, K.C. Ting (Eds.): Robotics for Bioproduction Systems (ASAE, St. Joseph 1998)
T. Mitsuhashi, A. Yamazaki, T. Shichishima: Automation of plant factory, Proc. 4th SHITA Symp. (Tokyo 1994) pp. 45–57
N. Kondo, M. Monta, N. Noguchi: Agri-Robots (II) Mechanisms and Practice (Corona, Tokyo 2006) pp. 1–223
W. Simonton: Automatic geranium stock processing in a robotic workcell, Trans. ASAE 33(6), 2074–2080 (1990)
N. Kondo, M. Monta: Basic study on chrysanthemum cutting sticking robot, Proc. Int. Symp. Agric. Mech. Autom., Vol. 1 (1997) pp. 93–98
N. Kondo, M. Monta, Y. Ogawa: Cutting providing system and vision algorithm for robotic chrysanthemum cutting sticking system, Preprints of the International Workshop on Robotics and Automated Machinery for Bioproductions (Valencia 1997) pp. 7–12
U-shin LTD.: US-500 Users manual (Tokyo, 1993)
E. Nederhoff: Energy and CO 2 Enrichment (Galileo Services Ltd, New Zealand 2007), http://www.redpathaghort.com/bulletins/co2.html
C. Kittasa, N. Katsoulasa, A. Bailleb: SE-structures and environment: Influence of greenhouse ventilation regime on the microclimate and energy partitioning of a rose canopy during summer conditions, J. Agric. Eng. Res. 79(3), 349–360 (2001)
E.J. van Henten: Greenhouse climate management: an optimal control approach. Ph.D. Thesis (Wageningen University, Holland 1994)
R. Caponetto, L. Fortuna, G. Nunnari, L. Occhipinti, M.G. Xibilia: Soft computing for greenhouse climate control, IEEE Trans. Fuzzy Sys. 8(6), 1101–1120 (2000)
T. Morimoto, Y. Hashimoto: An intelligent control for greenhouse automation, orieneted by the concepts of SPA and SFA, Comput. Electron. Agric. 29, 3–20 (2000)
L.D. Albright: Controlling greenhouse environments, Acta Horticulturae 578, 47–54 (2002)
B. Bailey: Natural and mechanical greenhouse climate control. Acta Horticulturae 710, Int. Symp. Des. Environ. Control Trop. Subtrop. Greenhouses (2006)
C. Serodio, J. Boaventura Cunha, R. Morais, C. Couto, J. Monteiro: A networked platform for agricultural management systems, Comput. Electron. Agric. 31, 75–90 (2001)
Maruyama MFG. Co. Inc.: Shuttle spray-car MSC5-100U Users manual (Tokyo 2000)
Kioritz Corporation: Robotic Spray-car Users manual (Tokyo 2003)
N. Kawamura, K. Namikawa, T. Fujiura, M. Ura: Study on agricultural robot (Part 1), J. Soc. Agric. Mach. (Japan) 46(3), 353–358 (1984)
S. Arima, N. Kondo, Y. Shibano, J. Yamashita, T. Fujiura, H. Akiyoshi: Study on cucumber harvesting robot (Part 1), J. Soc. Agric. Mach. (Japan) 56(1), 45–53 (1994)
S. Arima, N. Kondo, Y. Shibano, T. Fujiura, J. Yamashita, H. Nakamura: Study on cucumber harvesting robot (Part 2), J. Soc. Agric. Mach. (Japan) 56(6), 69–76 (1994)
T. Fujiura, I.D.M. Subrata, T. Yukawa, S. Nakao, H. Yamada: Cherry tomato harvesting robot, Proc. Int. Symp. Autom. Robot. Bioprod. Process., Vol. 2 (Jpn. Soc. Agric. Mach., Kobe 1995) pp. 175–180
N. Kondo, M. Monta, Y. Shibano, K. Mohri: Basic mechanism of robot adapted to physical properties of tomato plant, Proc. Int. Conf. Agric. Mach. Process Eng., Vol. 3 (Seoul 1993) pp. 840–849
N. Kondo, Y. Nishitsuji, P.P. Ling, K.C. Ting: Visual feedback guided robotic cherry tomato harvesting, Trans. ASAE 39(6), 2331–2338 (1996)
N. Kondo, K.C. Ting: Robotics for Bioproduction Systems (ASAE, St. Joseph 1998)
K.C. Ting, G.A. Giacomelli, W. Fang: Decision support system for single truss tomato production, Proc. of XXV CIOSTA-CIGR V Congr. (1993) pp. 10–13
N. Kondo, M. Monta, Y. Shibano, K. Mohri: Basic mechanism of robot adapted to physical properties of tomato plant, Proc. Int. Conf. Agric. Mach. Process Eng. (Seoul 1993) pp. 840–849
N. Kondo, M. Monta, Y. Shibano, K. Mohri: Two finger harvesting hand with absorptive pad based on physical properties of tomato, Environ. Control Biol. 31(2), 87–92 (1993)
P.I. Daskalov, K.G. Arvanitis, G.D. Pasgianos, N.A. Sigrimis: Nonlinear adaptive temperature and humidity control in animal buildings, Biosyst. Eng. 93(1), 1–24 (2006)
W.J. Eradus, M.B. Jansen: Animal identification and monitoring, Comput. Electron. Agric. 24, 91–98 (1999)
S. Holm, J. Brungot, A. Ronneklein, L. Hoff, V. Jahr, K.M. Kjolerbakken: Acoustic passive integrated transponders for fish tagging and identification, Aquac. Eng. 36(2), 122–126 (2007)
E. Maltz, S. Devir, O. Kroll, B. Zur, S.L. Spahr, R.D. Shanks: Comparative responses of lactating cows to total mixed rations or computerized individual concentrates feeding, J. Diary Sci. 75(6), 1588–1603 (1992)
F. Seipelt, A. Bunger, R. Heeren, D. Kähler, M. Lüllmann, G. Pohl: Computer controlled calf rearing, Fifth Int. Dairy Housing Proc. 29–31 January 2003 Conf., Fort Worth, ed. by K. Janni (2003) pp. 356–360, ASAE Publication Number 701P0203
I. Halachmi, Y. Edan, E. Maltz, U.M. Peiper, U. Moalem, I. Brukental: A real-time control system for individual dairy cow food intake, Comput. Electron. Agric. 20, 131–144 (1998)
A.V. Fisher: A review of the technique of estimating the composition of livestock using the velocity of ultrasound, Comput. Electron. Agric. 17(2), 217–231 (1997)
D.E. Filby, M.J.B. Turner, M.J. Street: A walk-through weigher for dairy cows, J. Agric. Eng. Res. 24, 67–78 (1979)
J. Ren, N.L. Buck, S.L. Spahr: A dynamic weight logging system for dairy cows, Trans. ASAE 35, 719–725 (1992)
U. Peiper, Y. Edan, S. Devir, M. Barak, E. Maltz: Automatic weighing of dairy cows, J. Agric. Eng. Res. 56(1), 13–24 (1993)
D. Cveticanin, G. Wendl: Dynamic weighing of dairy cows: using a lumped-parameter model of cow walk, Comput. Electron. Agric. 44, 63–69 (2004)
D. Ordolff: Introduction of electronics into milking technology, Comput. Electron. Agric. 30, 125–149 (2001)
K. de Koning: Automatic milking lessons from Europe, ASAE Paper No. 044188 (ASAE, St. Joseph 2004)
D. Ordolff: Introduction of electronics into milking technology, Comput. Electron. Agric. 30(1–3), 125–149 (2001)
D.M. Jenkins, M.J. Delwiche, R.W. Claycomb: Electrically controlled sampler for milk component sensors, Appl. Eng. Agric. 18(3), 373–378 (2002)
G. Katz, A. Arazi, N. Pinski, I. Halachmi, Z. Schmilovitz, E. Aizinbud, E. Maltz: Current and Near Term Technologies for Automated Recording of Animal Data for Precision Dairy Farming (ADSA, San Antonio 2007)
M. Pastell, A. Aisla, M. Hautala, J. Ahokas: Automatic cow health measurement system in a milking robot, ASAE Paper No. 064037 (ASAE, St. Joseph 2006)
P.G. Rajkondawar, U. Tasch, A.M. Lefcourt, B. Erez, R. Dyer, M.A. Varner: A system for identifying lameness in dairy cattle, Appl. Eng. Agric. 18(1), 87–96 (2002)
U. Tasch, P.G. Rajkondawar: The development of a SoftSeparator for a lameness diagnostic system, Comput. Electron. Agric. 44(3), 239–245 (2004)
M. Pastell, H. Takko, H. Gröhn, M. Hautala, V. Poikalainen, J. Praks, I. Veermäe, M. Kujala, J. Ahokas: Assessing cowsʼ welfare: weighing the cow in a milking robot, Biosyst. Eng. 93(1), 81–87 (2006)
A.R. Frost, C.P. Schofield, S.A. Beaulah, T.T. Mottram, J.A. Lines, C.M. Wathes: A review of livestock monitoring and the need for integrated systems, Comput. Electron. Agric. 17(2), 139–159 (1997)
M. Delwiche, X. Tang, R. Bondurant, C. Munro: Estrus detection with a progesterone biosensor, Transactions ASAE 44(6), 2003–2008 (2001)
L. Gygax, G. Neisen, H. Bollhalder: Accuracy and validation of radar based automatic local position measurement system for tracking dairy cows in free-stall barns, Comput. Electron. Agric. 56, 23–33 (2007)
L.W. Turner, M. Anderson, B.T. Larson, M.C. Udal: Global positioning systems and grazing behavious in cattle, Livest. Environ. VI, 640–650 (2001)
T.J. DeVries, M.A.G. von Keyserlingk, K.A. Beauchemin: Frequency of feed delivery affects the behavior of lactating dairy cows, J. Dairy Sci. 88, 3553–3562 (2005)
L. Gygax, G. Neisen, H. Bollhalder: Accuracy and validation of a radar-based automatic local position measurement system for tracking dairy cows in free-stall barns, Comput. Electron. Agric. 56(1), 23–33 (2007)
F. Teye, H. Gröhn, M. Pastell, M. Hautala, A. Pajumägi, J. Praks, V. Poikalainen, T. Kivinen, J. Ahokas: Microclimate and gas emissions in cold uninsulated dairy buildings, 2006 ASABE Annu. Int. Meet. (ASABE, St. Joseph 2006), ASABE Paper No. 064080, pp. 1–8
R.M.T. Baars, C. Solano, M.T. Baayen, R. Rojas, L. Mannetje: MIS support for pasture and nutrition management of dairy farms in tropical countries, Comput. Electron. Agric. 15, 27–39 (1996)
M.A.P.M. van Asseldonk, R.B.M. Hurine, A.A. Didkhuizen, A.J.M. Beulens, A.J. Udink ten Cate: Information needs and information technology on dairy farms, Comput. Electron. Agric. 22, 97–107 (1999)
C.M. Wathes, S.M. Abeyesinghe, A.R. Frost: Environmental design and management for livestock in the 21st century: resolving conflicts by integrated solutions, Livest. Environ. VI: Proc. 6th Int. Symp. (2001) pp. 5–14, ASAE Publication No. 701P0201
J.M. Powell, P.R. Cusick, T.H. Misselbrook, B.J. Holmes: Design and calibration of chambers for mearuing ammonia emissions from tie-stall dairy barns, Trans. ASABE 50(3), 1045–1051 (2007)
N. Mozes, O. Zemora, C. Porter, H. Gordin: Marine integrated pond system under desert conditions in southern israel – potential, results and limitations, Aquacult. Eur. 2003 Conf. (Trondheim 2003)
N. Mozes: Ustainable development of land-based mariculture: integrated system with algal biofilter versus recirculation system with bacterial biofilter, Aquacult. Eur. 2003 Conf. (Trondheim 2003)
N. Mozes, I. Haddas, D. Conijeski, M. Eshchar: The low-head megaflow air driven recirculating system – minimizing biological and operational risks, Proc. Aquacult. Eur. 2004 Conf. (Barcelona 2004) pp. 598–599
M. Shpigel, A. Neori, D.M. Popper, H. Gordin: A proposed model for ʼenvironmentally cleanʼ land-based culture of fish, bivalves and seaweeds, Aquaculture 117(1/2), 115–118 (1993)
C. Costa, A. Loy, S. Cataudella, D. Davis, M. Scardi: Extracting fish size using dual underwater cameras, Aquacult. Eng. 35, 218–227 (2006)
J.A. Lines, R.D. Tillet, L.G. Ross, D. Chan, S. Hockaday, N.J.B. McFarlane: An automatic image base system form estimating mass of free-swimming fish, Comput. Electron. Agric. 31, 151–168 (2001)
B. Zion, V. Alchanatis, V. Ostrovsky, A. Barki, I. Karplus: Comput. Electron. Agric. 56(1), 34–45 (2007)
P.G. Lee: A review of automated control systems for aquaculture and design criteria for their implementation, Aquacult. Eng. 14(3), 205–227 (1995)
C.W. Chang, W.R.C. Fang. Jao, C.Z. Shyu, I.C. Lioa: Development of an intelligent feeding controller for indoor intensive culturing of eel, Aquacult. Eng. 32, 343–353 (2005)
N. Papandroulakis, P. Dimitris, D. Pascal: An automated feeding system for intensive hatcheries, Aquacult. Eng. 26, 13–26 (2002)
F.J. Muir, C. Brugere Young, A.J.A. Stewart: The solution to pollution? The value and limitations of environmental economics in guiding aquaculture development, Aquacult. Econom. Manag. 3(1), 43–57 (1999)
A.W. Wurts: Sustainable aquaculture in the twenty first century, Rev. Fish. Sci. 8(2), 141–150 (2000)
R.HÂ Caffey: Quantifying Sustainability in Aquaculture Production (Louisiana State University, Baton Rouge 1998)
F. Wheaton, S. Hall: Research needs for oyster shucking, Aquacult. Eng. 37, 67–72 (2007)
G.F. Figueiredo, M.D. Dawson, E.R. Benson, G.L. van Wicklen, N. Gedamu: Development of machine vision based poultry behaviour analysis, ASAE Paper No. 0330834 (ASAE, St. Joseph 2003)
G.F. Figueiredo, M.D. Dawson, E.R. Benson, G.L. van Wicklen, N. Gedamu: Advancement in whole house machine vision based poultry behaviour analysis, ASAE Paper No. 043084 (ASAE, St. Joseph 2004)
K. Chao, Y.R. Chen, W.R. Hruschka, B. Park: Chicken heart disease characterization by multispectral imaging, Appl. Eng. Agric. 17(1), 99–106 (2001)
K.F. Stacey, D.J. Parsons, A.R. Frost, C. Fisher, D. Filmer, A. Fothergill: An automatic growth and nutrition control system for broiler production, Biosyst. Eng. 89(3), 363–371 (2004)
D. Sergeant, R. Boyle, M. Forbes: Computer visual tracking of poultry, Comput. Electron. Agric. 21, 1–18 (1998)
S. Jaiswa, E.R. Benson, J.C. Bernard, G.L. van Wicklen: Neural network modeling and sensitivity analysis of mechanical poultry catching system, Biosyst. Eng. 92(1), 59–68 (2005)
J.P. Trevelyan: Sensing and control for sheep shearing robots, IEEE Trans. Robot. Autom. 5(6), 716–727 (1989)
F. Perez-Munoz, S.J. Hoff, T. Van Hal: A quasi ad-libitum electronic feeding system for gestating sows in loose housing, Comput. Electron. Agric. 19(3), 277–288 (1998)
F. Perez-Munoz, S.J. Hoff, T. van Hal: A quasi ad-libitum electronic feeding system for gestating sows in loose housing, Comput. Electron. Agric. 19, 277–288 (1998)
Y. Wang, W. Yang, P. Winter, L.T. Walker: Non-contact sensing of hog weights by machine vision, Appl. Eng. Agric. 22(4), 577–582 (2006)
C.P. Schofield, C.T. Whittemore, D.M. Green, M.D. Pascual: The determination of beginning and end of period live weights in growing pigs, J. Sci. Food Agric. 82, 1672–1675 (2002)
R.D. Tillet, A.R.S. Frost, S.K. Welch: Predicting sensor placement targets on pigs using image analysis, Biosyst. Eng. 81(4), 453–463 (2002)
H. Xin, B. Shao: Real-time behaviour-based assessment and control of swine thermal comfort, Proc. 7th Int. Symp. (ASAE, St. Joseph 2005) pp. 694–702, ASAE Publication No. 701P0205
M. Barbari: Planning individual showering systems for pregnant sows in dynamic groups, Livest. Environ. VII, 130–137 (2005), ASAE Publication No. 701P0205
G. Zhang, J.S. Strom, M. Blanke, I. Braithwaite: Spectral signatures of surface materials in pig buildings, Biosyst. Eng. 94(4), 495–504 (2006)
W. Saeys, A.M. Mouazen, H. Ramon: Potential for onsite and online analysis of pig manure using visible and near infrared reflectance spectroscopy, Biosyst. Eng. 91(4), 393–402 (2005)
R.C. Harrell, P.D. Adsit, T.A. Pool, R. Hoffman: The Florida Robotic Grove-Lab, Trans. ASAE 33(2), 391–399 (1990)
M. Hayashi, Y. Ueda, H. Suzuki: Development of agricultural robot, Proc. 6th Conf. Robot. (Robotics Society of Japan, 1988) pp. 579–580
T. Fujiura, M. Ura, N. Kawamura, K. Namikawa: Fruit harvesting robot for orchard, J. Soc. Agric. Mach. (Japan) 52(2), 35–42 (1990)
F. Juste, I. Fornes: Contributions to robotic harvesting of citrus in Spain, Proc. of the AG-ENG 90 Conf. (Berlin, 1990) pp. 146–147
G. Rabatel, A. Bourely, F. Sevila, F. Juste: Robotic harvesting of citrus, Proc. Int. Conf. Harvest and Post-harvest Technol. Fresh Fruits and Vegetables (Guanajuato, 1995) pp. 232–239
N. Kondo, M. Monta, T. Fujuira, Y. Shibano, K. Mohri: Control method for 7 DOF robot to harvest tomato, Proc. Asian Control Conf., Vol. 1 (1994) pp. 1–4
M.W. Hannan, T. Burks: Current developments in automated citrus harvesting, ASAE Paper No. 043087 (ASAE, St. Joseph 2004)
E. Molto, F. Pla, F. Juste: Vision systems for the location of citrus fruit in a tree canopy, J. Agric. Eng. Res., 52, 101–110 (1992)
N. Kondo, N. Kawamura: Methods of detecting fruit by visual sensor attached to manipulator, J. Soc. Agric. Mach. (Japan) 47(1), 60–65 (1985)
N. Kondo, S. Endo: Methods of detecting fruit by visual sensor attached to manipulator (II), J. Soc. Agric. Mach. (Japan) 51(4), 41–48 (1989)
N. Kondo, S. Endo: Methods of detecting fruit by visual sensor attached to manipulator (III), J. Soc. Agric. Mach. (Japan) 52(4), 75–82 (1990)
T. Fujiura, J. Yamashita, N. Kondo: Agricultural robots (1): Vision sensing system, ASAE Paper No.92-3517 (ASAE, St. Joseph 1992)
G. Rabatel: A vision system for the fruit picking robot, Proc. Agric. Eng. ʼ88 Conf. (Paris 1988), AG-ENG Paper No. 88-293
G. Rabatel, A. Bourely, F. Sevila: Objects detection with machine vision in outdoor complex scenes, Proc. Robot. Syst. Eng. Syst. Intell. (Corfou 1991) pp. 395–403
D.C. Slaughter, R.C. Harrell: Color vision in robotic fruit harvesting, Trans. ASAE 30(4), 1144–1148 (1987)
N. Kondo: Harvesting robot based on physical properties of grapevine, Jpn. Agric. Res. Q. 29(3), 171–177 (1995)
A. Sittichareonchai, F. Sevila: A robot to harvest grapes, ASAE Paper No. 89-7074 (ASAE, St. Joseph 1989)
L. Kassay: Hungarian robotic apple harvester, ASAE Paper No. 92-7042 (ASAE, St. Joseph 1992)
A. Grand dʼEsnon: Robotic harvesting of apples, Proc. Agri-Mation 1st Conf. Expo. (ASAE, Chicago 1885) pp. 210–214
Y. Edan, G.E. Miles: Design of an agricultural robot for harvesting melons, Trans. ASAE 36(2), 593–603 (1993)
M. Iida, K. Furube, K. Namikawa, M. Umeda: Development of watermelon harvesting gripper, J. Soc. Agric. Mach. (Japan), 58(3), 19–26 (1996)
N. Kondo, K.C. Ting: Robotics for Bioproduction Systems (ASAE, St. Joseph 1998)
K. Kurokami: Fence type training system of mandarin orange tree, Agric. Hortic. 55(2), 289–293 (1980)
M. Monta, N. Kondo, Y. Shibano, K. Mohri: Basic study on robot to work in vineyard (Part 3) – measurement of physical properties for robotization and manufacture of berry thinning hand, J. Soc. Agric. Mach. (Japan) 56(2), 93–100 (1994)
K. Nishiwaki, K. Amaha, R. Otani: Development of Nozzle Positioning System for Precision Sprayer, Automation Technology for Off-Road Equipment (ASAE, St. Joseph 2004)
K.P. Gilles, D.K. Giles, D.C. Saughter, D. Downey: Injection and fluid handling system for machine-vision controlled spraying, ASAE Paper No. 011114 (ASAE, St. Joseph 2001)
H.T. Wiedemann, D. Ueckert, W.A. McGinty: Spray boom for sensing and selectively spraying small mesquite on higway rights-of-way, Appl. Eng. Agric. 18(6), 661–666 (2002)
K. Tosaki, S. Miyahara, T. Ichikawa, Y. Mizukura: Development of microcomputer controlled driverless air blast, J. Soc. Agric. Mach. (Japan) 58(6), 101–110 (1996)
Japanese Society of Agricultural Machinery: Handbook of Bioproduction Machinery (Corona, Tokyo 1996) p. 731
S.I. Cho, J.H. Lee: Autonomous speed-sprayer using differential GPS system, genetic algorithm and fuzzy control, J. Agric. Eng. Res. 76, 111–119 (2000)
M. Dohi: Development of multipurpose robot for vegetable production, Jpn. Agric. Res. Q. 30(4), 227–232 (1996)
U. Ahmad, N. Kondo, S. Arima, M. Monta, K. Mohri: Weed detection in lawn field based on gray-scale uniformity, Environ. Control Biol. 36(4), 227–237 (1998)
U. Ahmad, N. Kondo, S. Arima, M. Monta, K. Mohri: Weed detection in lawn field using machine vision. utilization of textural features in segmented area, J. Soc. Agric. Mach. (Japan) 61(2), 61–69 (1999)
B.L. Steward, L.F. Tian, L. Tang: Distance-based control system for machine vision-based selective spraying, Trans. ASAE 45(5), 1255–1262 (2002)
J. Njoroge, K. Ninomiya, N. Kondo, H. Toita: Automated fruit grading system using image processing, Proc. SICE Ann. Conf. (Osaka 2002), MP18-3 on CD-ROM
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Edan, Y., Han, S., Kondo, N. (2009). Automation in Agriculture. In: Nof, S. (eds) Springer Handbook of Automation. Springer Handbooks. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-78831-7_63
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